diff --git a/.github/workflows/format-backend.yaml b/.github/workflows/format-backend.yaml index 562e6aa1c1..ee2d689d89 100644 --- a/.github/workflows/format-backend.yaml +++ b/.github/workflows/format-backend.yaml @@ -40,10 +40,7 @@ jobs: - name: Install dependencies run: | python -m pip install --upgrade pip - pip install black + pip install "ruff>=0.15.5" - - name: Format backend - run: npm run format:backend - - - name: Check for changes after format - run: git diff --exit-code + - name: Ruff format check + run: ruff format --check . --exclude .venv --exclude venv diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000000..052336f8e7 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,8 @@ +repos: + - repo: https://github.com/astral-sh/ruff-pre-commit + rev: v0.15.5 + hooks: + - id: ruff + args: [--fix, backend] + - id: ruff-format + args: [backend] diff --git a/CHANGELOG.md b/CHANGELOG.md index 259f2f61ee..126b19e028 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -5,6 +5,201 @@ All notable changes to this project will be documented in this file. The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/), and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html). +## [0.8.12] - 2026-03-26 + +### Added + +- 🌐 **Translation updates.** Translations for Simplified Chinese, Catalan, Portuguese (Brazil), Finnish, and Lithuanian were enhanced and expanded. + +### Fixed + +- 🔒 **Terminal server connection security.** Terminal server verification and policy saving now proxy through the backend, preventing API key exposure and CORS errors when connecting to in-cluster services. [Commit](https://github.com/open-webui/open-webui/commit/a6413257079a52fa4487eda36543f3955d0fbd53), [Commit](https://github.com/open-webui/open-webui/commit/4567cdc0d9cb7b42b6eba7b676c0ced3f4850d31) +- 🛠️ **Terminal tools exception handling.** Exceptions in middleware.py due to invalid return values from get_terminal_tools() have been resolved. [Commit](https://github.com/open-webui/open-webui/commit/52a06bd48aff34fb2211aac2879f0cd028129267) +- 📦 **Missing beautifulsoup4 dependency.** Users can now start Open WebUI using uvx without encountering the "bs4 module missing" error. [Commit](https://github.com/open-webui/open-webui/commit/1994d65306bbcc7406584e1bfef82f5d353fc91c) +- 🔌 **API files list error.** The /api/v1/files/ endpoint no longer returns a 500 error, fixing a regression that prevented file listing via the API. [Commit](https://github.com/open-webui/open-webui/commit/11f52921dc21c2dc61c03f12bcdf6f19140a350c) +- 📜 **License data loading.** License data now loads correctly, displaying the expected color and logo in the interface. [Commit](https://github.com/open-webui/open-webui/commit/16335f866ea4cedf00c4971963622fcc1fe02d82) +- 👑 **Admin model visibility.** Administrators can now see models even when no access control is configured yet, allowing them to manage all available models. [Commit](https://github.com/open-webui/open-webui/commit/f3f8f9874f55282603c2650b91801640cb3f69cb) +- 📊 **Tool call embed visibility.** Rich UI embeds from tool calls (like visualizations) are now rendered outside collapsed groups and remain visible without requiring manual expansion. [Commit](https://github.com/open-webui/open-webui/commit/4c872a8d128757d4a6f311fb86bc382af2ba5d0d), [Commit](https://github.com/open-webui/open-webui/commit/308fa924a5b2b7e08cd1e8f15b9c8c96e1de8f02) + +## [0.8.11] - 2026-03-25 + +### Added + +- 🔀 **Responses API streaming improvements.** The OpenAI proxy now properly handles tool call streaming and re-invocations in the Responses API, preventing duplicate tool calls and preserving output during model re-invocations. [Commit](https://github.com/open-webui/open-webui/commit/93415a48e8893139db13d02d0a6d24e8604a2ac5), [Commit](https://github.com/open-webui/open-webui/commit/f8b3a32caf00dad76687fd8fe698b86f304f3997), [Commit](https://github.com/open-webui/open-webui/commit/2ae47cf20057e92a83fd618b938f3ee9bb124e5b), [Commit](https://github.com/open-webui/open-webui/commit/adcbba34f8bbfbab3e4041269a084f2b71c076d9) +- 🔀 **Responses API stateful sessions.** Administrators can now enable experimental stateful session support via the ENABLE_RESPONSES_API_STATEFUL environment variable, allowing compatible backends to store responses server-side with previous_response_id anchoring for improved multi-turn conversations. [Commit](https://github.com/open-webui/open-webui/commit/dfc2dc2c0bd298cb4bfcf212ef11223586aa54f1) +- 📄 **File viewing pagination.** The view_file and view_knowledge_file tools now support pagination with offset and max_chars parameters, allowing models to read large files in chunks. [Commit](https://github.com/open-webui/open-webui/commit/5d7766e1b6f7ca7749c5a5a780d7b1bb2da28a2f) +- 🗺️ **Knowledge search scoping.** The search_knowledge_files tool now respects model-attached knowledge, searching only within attached knowledge bases and files when available. [Commit](https://github.com/open-webui/open-webui/commit/0f0ba7dadd043460d205477fd3b57556aa970847) +- 🛠️ **Tool HTML embed context.** Tools can now return custom context alongside HTML embeds by using a tuple format, providing the LLM with actionable information instead of a generic message. [#22691](https://github.com/open-webui/open-webui/pull/22691) +- 🔒 **Trusted role header configuration.** Administrators can now configure the WEBUI_AUTH_TRUSTED_ROLE_HEADER environment variable to set user roles (admin, user, or pending) via a trusted header from their identity provider or reverse proxy. [#22523](https://github.com/open-webui/open-webui/pull/22523) +- 🔑 **OIDC authorization parameter injection.** Administrators can now inject extra parameters into the OIDC authorization redirect URL via the OAUTH_AUTHORIZE_PARAMS environment variable, enabling IdP pre-selection for brokers like CILogon and Keycloak. [#22863](https://github.com/open-webui/open-webui/issues/22863), [Commit](https://github.com/open-webui/open-webui/commit/69171a4c8bb7f995461b4a2feef194f112b32004) +- 🔑 **Google OAuth session persistence.** Administrators can now configure Google OAuth to issue refresh tokens via the GOOGLE_OAUTH_AUTHORIZE_PARAMS environment variable, preventing OAuth sessions from expiring after one hour and ensuring tools and integrations that rely on OAuth tokens remain functional. [#22652](https://github.com/open-webui/open-webui/pull/22652) +- 🔌 **Embed prompt confirmation.** Interactive tool embeds can now submit prompts to the chat without requiring same-origin access, showing a confirmation dialog for cross-origin requests to prevent abuse. [#22908](https://github.com/open-webui/open-webui/pull/22908) +- 🏮 **Tool binary response handling.** Tool servers can now return binary data such as images, which are properly processed and displayed in chat for both multimodal and non-multimodal models. [Commit](https://github.com/open-webui/open-webui/commit/1c25b06dca83ad491b4dc3d373b1c215a7a8fd3e), [Commit](https://github.com/open-webui/open-webui/commit/108a019cb8e63a533250abe84f2b6f2b7c2131c4) +- ⚡ **Svelte upgrade performance.** Page and markdown rendering are now approximately 25% faster across the board, with significantly less memory usage for smoother UI interactions. [#22611](https://github.com/open-webui/open-webui/issues/22611) +- 🧩 **Model and filter lookup optimization.** Model and filter membership lookups are now faster thanks to optimized data structure operations during model list loading. [Commit](https://github.com/open-webui/open-webui/commit/7eae377c01f8d2de94a694b72279f769c82658cd) +- 💨 **Chat render throttling.** Chat message rendering now uses requestAnimationFrame batching to stay smooth during rapid model responses, preventing dropped frames when fast models send many events per second. [#22947](https://github.com/open-webui/open-webui/pull/22947) +- 🚀 **Function list API optimization.** The functions list API now returns only essential metadata without function source code, reducing payload sizes by over 99% and making the Functions admin page load significantly faster. [#22788](https://github.com/open-webui/open-webui/pull/22788) +- ✨ **Smoother loading animation.** The loading shimmer animation now looks smoother and more natural, with softer highlight colors. [#22516](https://github.com/open-webui/open-webui/pull/22516) +- 🧪 **Terminal connection verification.** Users can now verify their terminal server connection is working before saving the configuration, making setup more reliable. [#22567](https://github.com/open-webui/open-webui/pull/22567) +- 📁 **Chat folder emoji reset.** Users can now reset chat folder emojis back to the default icon using a "Reset to Default" button in the emoji picker, making it easier to revert custom icons. [#22554](https://github.com/open-webui/open-webui/pull/22554) +- 📊 **Metrics export interval configuration.** Administrators can now control OpenTelemetry metrics export frequency via the OTEL_METRICS_EXPORT_INTERVAL_MILLIS environment variable, enabling cost optimization for metrics services like Grafana Cloud. [#22529](https://github.com/open-webui/open-webui/pull/22529) +- 🏥 **Readiness probe endpoint.** A new /ready endpoint is now available for Kubernetes deployments, returning 200 only after startup completes and database/Redis are reachable, enabling more reliable container orchestration. [#22507](https://github.com/open-webui/open-webui/pull/22507) +- 🔩 **Tool server timeout configuration.** Administrators can now configure a separate HTTP timeout for tool server requests via the AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER environment variable, enabling fine-tuned control over how long tool calls are allowed to take. [Commit](https://github.com/open-webui/open-webui/commit/a3238aa79f344765f5b62cb64eba71ffd001abaf) +- 📌 **Knowledge file previews.** Knowledge base files can now be opened in a new tab directly from the file list, making it easier to view content without downloading. [#22629](https://github.com/open-webui/open-webui/pull/22629) +- 🎯 **Knowledge tool hybrid search support.** The built-in query_knowledge_files tool now respects hybrid search and reranking settings, matching the behavior of the middleware RAG pipeline. [Commit](https://github.com/open-webui/open-webui/commit/9a2c60d5954ecbc172d09e9955d52a07d135dcbc) +- 🗣️ **Temporary chat folder support.** Temporary chats can now use folder-level system prompts and knowledge files, making them more powerful for quick explorations. [Commit](https://github.com/open-webui/open-webui/commit/adcc50d3370301afd5561e0f58ff6f3ab3750818) +- 📡 **Terminal port previews.** Detected ports in the File Navigator can now be previewed inline with a browser-style view, navigation controls, and an address bar, instead of only opening in a new tab. [Commit](https://github.com/open-webui/open-webui/commit/689061822173e561a153290b2bb816f4cb6f4959), [Commit](https://github.com/open-webui/open-webui/commit/1dc647f43b1929f5c4d1af393a90a47f56cb745e) +- ✏️ **File renaming.** Files and folders in the File Navigator can now be renamed by double-clicking or using the context menu, with Enter to confirm and Escape to cancel. [Commit](https://github.com/open-webui/open-webui/commit/637cd136c2271baf4787815bc8bc25241626a943) +- 🧭 **File Navigator navigation history.** The File Navigator toolbar now includes Back and Forward buttons for navigating through folder and file history, similar to a web browser. [Commit](https://github.com/open-webui/open-webui/commit/3a4b862e818c69fff6f3a3c67b50c51aa00c03e9) +- 🗑️ **Delete connection confirmations.** Users are now prompted with a confirmation dialog before deleting connections, preventing accidental deletions. [Commit](https://github.com/open-webui/open-webui/commit/157ff57c40bc40c53bc608828dac3779e95c2ffa) +- 📦 **Document loader fallbacks.** Excel and PowerPoint files can now be processed even when the unstructured package is not installed, using pandas and python-pptx as fallback loaders. [Commit](https://github.com/open-webui/open-webui/commit/6862d618ee17f95d3cae78819ed993e7fbc7e632) +- 🧠 **Memory management search and sort.** Users can now search and sort their personal memories in the Memory management modal, making it easier to find specific memories. [Commit](https://github.com/open-webui/open-webui/commit/47ab4c71d50fd631b04c95f2febb085dd0a13083) +- 📦 **SBOM generation script.** A new script for generating CycloneDX Software Bill of Materials is now available in the scripts directory. [Commit](https://github.com/open-webui/open-webui/commit/39100eca4915e4fe86a6912aa97dde86ed72e015) +- ⚙️ **Ruff linter and formatter.** Added Ruff as the Python linter and formatter, replacing the black-based workflow for better code quality with near-instant execution. [#22576](https://github.com/open-webui/open-webui/pull/22576), [#22462](https://github.com/open-webui/open-webui/discussions/22462) +- 🖥️ **Offline code formatting support.** The black formatter for Python code editing is now bundled locally in the Docker image, enabling code formatting to work in air-gapped deployments where client browsers cannot reach PyPI. Formatting failures no longer block saves, allowing code to be preserved even when offline. [#22509](https://github.com/open-webui/open-webui/issues/22509), [Commit](https://github.com/open-webui/open-webui/commit/8507e5eb0d18896f1bbf990a00a4361aec171a30) +- ✏️ **Markdown file editing.** Users can now edit and save Markdown files directly in the file navigator, with empty files automatically switching to editor mode for immediate editing. [Commit](https://github.com/open-webui/open-webui/commit/47e47e42af682e7f75c8359999f7cdf969bf903e) +- 🍔 **Model bulk actions menu.** Users can now quickly enable, disable, show, or hide multiple models at once using a new hamburger menu on the workspace Models page filter bar, with actions respecting the current search and filter settings. [#22484](https://github.com/open-webui/open-webui/pull/22484) +- 📂 **Files list pagination.** The files list API now supports pagination, returning paginated results with a total count for easier navigation through large file collections. [Commit](https://github.com/open-webui/open-webui/commit/f9756de693a93e918c037d757afddb7defc847e4) +- 🖇 **Web fetch content length config.** Administrators can now configure the maximum characters to return from fetched URLs via WEB_FETCH_MAX_CONTENT_LENGTH environment variable or the admin settings page, instead of the previous hardcoded 50K limit. [Commit](https://github.com/open-webui/open-webui/commit/b171b0216b916745420c7caf513093a315ed9560), [#22774](https://github.com/open-webui/open-webui/issues/22774) +- 🤖 **Ollama Anthropic endpoint support.** The Ollama proxy now supports the Anthropic-compatible /v1/messages endpoint, allowing clients using the Anthropic API format to work through Open WebUI with proper authentication and model access controls. [Commit](https://github.com/open-webui/open-webui/commit/f23296b22d3304e5bfcd19151e5802eec55bd98f), [#22861](https://github.com/open-webui/open-webui/issues/22861) +- 📝 **Writing block rendering.** Responses from OpenAI models that include :::writing blocks are now rendered as formatted content in a styled container with a copy button, instead of displaying raw marker text. [#22672](https://github.com/open-webui/open-webui/issues/22672), [Commit](https://github.com/open-webui/open-webui/commit/53b8a1f71bd0cb0a0122175ad5210da492018728) +- 💡 **Memory deletion confirmation.** Users are now asked to confirm before deleting individual memory entries, with the memory content displayed for review. [#22888](https://github.com/open-webui/open-webui/pull/22888) +- 📓 **Multi-artifact HTML rendering.** Code blocks with multiple HTML sections now render as separate artifacts instead of merging into one, allowing models to display distinct interactive components. [Commit](https://github.com/open-webui/open-webui/commit/9a6bf78e14a13864e72db87426da4f5996abe716) +- 🚩 **Drag chats as references.** Users can now drag chats from the sidebar and drop them into the message input to add them as Reference Chats. [Commit](https://github.com/open-webui/open-webui/commit/ebb7ce2092efc8d78da4974623647dbd18b6e372) +- ⌨️ **Terminal system prompts.** Terminal servers can now provide custom system prompts that are automatically included when their tools are used. [Commit](https://github.com/open-webui/open-webui/commit/6a9d67b5bb4c93fd343b334bee3e37703dff59f6) +- 💾 **Terminal state persistence.** The selected terminal server and its enabled state now persist across page loads, making terminal usage more seamless. [Commit](https://github.com/open-webui/open-webui/commit/d577ff1e4af750dda09e558dac7edb8dd2470850) +- 💾 **Terminal folder downloads.** Users can now download folders as ZIP archives and bulk-download multiple selected files as a single ZIP directly from the File Navigator toolbar, making file exports faster and more convenient. [Commit](https://github.com/open-webui/open-webui/commit/3841e85abb3ea3e8d8b364dff0102f0124844d22), [Commit](https://github.com/open-webui/open-webui/commit/cf60b1882f1929200649b59f867289dea54e4210) +- 🔐 **MCP OAuth 2.1 static credentials.** MCP servers that require static client_id and client_secret can now be connected using a new OAuth 2.1 Static auth type, enabling integration with MCP servers that don't support dynamic client registration. [#22266](https://github.com/open-webui/open-webui/pull/22266), [Commit](https://github.com/open-webui/open-webui/commit/601bb783587a3e965cf88c148e4856b988655b13) +- 🎪 **Collapsible tool and thinking groups.** Consecutive tool calls and reasoning blocks are now grouped into a single collapsible summary (e.g., "Explored tool1, tool2"), keeping chat responses clean and readable while preserving full detail on expand. [#21604](https://github.com/open-webui/open-webui/issues/21604), [Commit](https://github.com/open-webui/open-webui/commit/261aec8c864646eb7215be0d5c14a79cad3cb93f) +- 🔄 **General improvements.** Various improvements were implemented across the application to enhance performance, stability, and security. +- 🌐 Translations for Finnish, Portuguese (Portugal), Catalan, Turkish, Japanese, Simplified Chinese, Traditional Chinese, Estonian, Spanish, Azerbaijani, and German were enhanced and expanded. + +### Fixed + +- 🔒 **Model access control bypass.** Fixed a security vulnerability where external clients could bypass model access controls by setting a URL parameter, preventing unauthorized access to restricted models. [Commit](https://github.com/open-webui/open-webui/commit/c0385f60ba049da48d2d5452068586d375303c37) +- 🛡️ **Terminal proxy path sanitization.** The terminal server proxy now properly sanitizes paths to prevent directory traversal and SSRF attacks, protecting against security vulnerabilities. [Commit](https://github.com/open-webui/open-webui/commit/f9d38a073fae32032ed44073cf2817cba20210bb) +- 🛡️ **Tool configuration access control.** Tool configuration endpoints now properly verify user permissions, preventing unauthorized access to tool settings. [Commit](https://github.com/open-webui/open-webui/commit/bc5b3ec6b8ec0fef894eb8046c636ee33688b8c4) +- 🗝️ **Tool valves access control.** The tool user valves endpoints now properly verify ownership and access grants before returning or updating configuration, with appropriate 404 responses for missing tools and 401 for unauthorized access. [Commit](https://github.com/open-webui/open-webui/commit/f949d17db1e62e0b79aecbbcbcabe3d57d8d4af6) +- 🔐 **Collaborative document authorization.** Fixed a security vulnerability in collaborative documents where authorization could be bypassed using alternative document ID formats, preventing unauthorized access to notes. [Commit](https://github.com/open-webui/open-webui/commit/3107a5363d13c899a995c930cbb1121a80f754f9) +- 🔏 **OAuth session persistence.** Users logging in via OAuth or OIDC providers now stay logged in for the configured JWT expiry duration instead of being logged out when closing the browser. [#22809](https://github.com/open-webui/open-webui/pull/22809) +- 🚪 **OAuth sub claim configuration crash.** Using the OAUTH_SUB_CLAIM environment variable no longer causes crashes during token exchange requests, fixing a missing configuration registration. [#22865](https://github.com/open-webui/open-webui/pull/22865) +- 🔍 **OAuth discovery header parsing.** The OAuth protected resource discovery now correctly handles both quoted and unquoted values in the WWW-Authenticate header, fixing compatibility with MCP servers that return unquoted metadata. [#22646](https://github.com/open-webui/open-webui/discussions/22646), [Commit](https://github.com/open-webui/open-webui/commit/fe7e002fea7283abcf901e22de5c8a7d86e336ea) +- 👤 **Admin OAuth group sync.** Admin user group memberships from OAuth and LDAP providers are now properly synced to Open WebUI, fixing a limitation where admin role excluded users from group updates. [#22537](https://github.com/open-webui/open-webui/pull/22537), [Commit](https://github.com/open-webui/open-webui/commit/a1aceb5f879abd130ef83085d98a0d51316a8fc3) +- 🎫 **Password change complexity validation.** Password complexity rules are now properly enforced when users change their password, closing a security gap where new passwords could bypass configured complexity requirements. [Commit](https://github.com/open-webui/open-webui/commit/bd8aa3b6a0b6a2320f41b20a51b9842f39aadb7f) +- 🔏 **OAuth role enforcement.** OAuth role management now properly denies access when a user's roles don't match any configured OAUTH_ALLOWED_ROLES or OAUTH_ADMIN_ROLES, instead of silently bypassing the restriction. [#13676](https://github.com/open-webui/open-webui/issues/13676), [#15551](https://github.com/open-webui/open-webui/issues/15551), [Commit](https://github.com/open-webui/open-webui/commit/6d7744c21903ec5a9ad951770dea76e9ba19cbcc) +- 🔑 **Microsoft Entra ID role claim preservation.** Role claims from Microsoft Entra ID tokens are now preserved during OAuth login, fixing ENABLE_OAUTH_ROLE_MANAGEMENT for Microsoft OAuth which was previously ignored because the userinfo endpoint stripped the roles claim. [#20518](https://github.com/open-webui/open-webui/issues/20518), [Commit](https://github.com/open-webui/open-webui/commit/aa2f7fbe5229c3985ce427602069cdeababda481) +- 🔍 **SCIM group filtering.** The SCIM endpoint now properly handles displayName and externalId filters when provisioning groups from identity providers like Microsoft Entra ID, preventing all groups from being returned instead of the filtered subset. [#21543](https://github.com/open-webui/open-webui/pull/21543) +- 🔐 **Forwarded allow IPs configuration.** The FORWARDED_ALLOW_IPS environment variable is now properly respected by the startup scripts instead of being hardcoded to '\*', allowing administrators to restrict which proxies are trusted for request forwarding. [#22539](https://github.com/open-webui/open-webui/issues/22539), [Commit](https://github.com/open-webui/open-webui/commit/0aebdd5f83cd1d811009edcbb2bec432a34e7c81) +- 🍪 **Model list auth cookie forwarding.** Model list requests to backends that require cookie-based authentication now properly forward auth headers and cookies, preventing "Unauthorized" errors when loading models. [Commit](https://github.com/open-webui/open-webui/commit/76ece4049e96bd6890593f17a946a9af6b082fab) +- 🔱 **Model lookup race condition.** Fixed a race condition in Redis model storage that caused intermittent "model not found" errors in multi-replica deployments under heavy load, by eliminating the window between hash deletion and updates. [Commit](https://github.com/open-webui/open-webui/commit/ee901fcd2ca82d7a7dad48170c64df782d3e040a) +- 🎚️ **Bulk model action reliability.** Bulk enable, disable, show, and hide operations in the admin Models settings now properly refresh the model list after completion, ensuring changes are reflected immediately and correct toast notifications are shown. [#22962](https://github.com/open-webui/open-webui/pull/22962), [Commit](https://github.com/open-webui/open-webui/commit/75932be880f3b86f78f00b4352b9f1350b8f53fa), [Commit](https://github.com/open-webui/open-webui/commit/15ae3f588b1aa4ddb686ae68afebd6064036a201) +- 🔄 **Paginated list duplicates.** Fixed duplicate items appearing in paginated lists when loading more items in chats, knowledge, notes, and search across the UI. [Commit](https://github.com/open-webui/open-webui/commit/58e78e8946fb3644107489fe8e01b17709302b2f) +- 🧽 **Duplicate chat list refresh.** Sending messages no longer triggers duplicate sidebar chat list refreshes, eliminating an unnecessary database query that was already handled by the save and completion handlers. [#22982](https://github.com/open-webui/open-webui/pull/22982) +- 🧹 **Chat history save optimization.** The chat list is no longer refreshed on every chat history save, branch navigation, or edit — only on meaningful state changes like new chat creation, title generation, and response completion. [#22983](https://github.com/open-webui/open-webui/pull/22983) +- 💬 **Message queue responsiveness.** The message queue no longer waits for background tasks like title generation and follow-up suggestions to complete, allowing users to send new messages immediately after a response finishes without unnecessary delays. [Commit](https://github.com/open-webui/open-webui/commit/486c004cbb43f15d5c3e31561f51f22effff1f6c), [#22565](https://github.com/open-webui/open-webui/issues/22565) +- 🗄️ **Migration reliability.** Database migrations no longer fail when chat data has unexpected format, making upgrades more reliable. [#22588](https://github.com/open-webui/open-webui/pull/22588), [#22568](https://github.com/open-webui/open-webui/issues/22568) +- 🫧 **Memory modal event bubbling.** Fixed an issue where clicking the Delete button in the Memory management modal would also open the Edit Memory modal due to event bubbling. [#22783](https://github.com/open-webui/open-webui/issues/22783) +- 🧩 **Memory tool registration.** Models with capabilities.memory: true now correctly have memory tools available for execution, fixing a retry loop where add_memory appeared in the tool schema but was not registered for backend execution. [#22666](https://github.com/open-webui/open-webui/issues/22666), [#22675](https://github.com/open-webui/open-webui/pull/22675), [Commit](https://github.com/open-webui/open-webui/commit/d9339919046c3e977f313f603782d220aab4257f) +- 📝 **Input variables modal crash.** Fixed a crash that occurred when selecting custom prompts with prompt variables, causing the Input Variables modal to display an infinite loading spinner instead of the variable input fields. [#22748](https://github.com/open-webui/open-webui/issues/22748), [Commit](https://github.com/open-webui/open-webui/commit/0dcd6ac983bede06b8477179192154467f5b24a2) +- 🪛 **Function list API crash fix.** Fixed a 500 error on the functions list API endpoint that was introduced by the recent optimization, by adding proper model configuration for SQLAlchemy ORM objects. [#22924](https://github.com/open-webui/open-webui/pull/22924) +- 🗂️ **Sidebar chat menu closure.** Sidebar chat dropdown menus now close properly after clicking "Clone", "Share", "Download", "Rename", "Pin", "Move", "Archive", or "Delete", instead of remaining visible. [#22884](https://github.com/open-webui/open-webui/pull/22884), [#22784](https://github.com/open-webui/open-webui/issues/22784) +- 🧭 **Chat deletion and archive redirection.** Users are now redirected to the chat list when deleting or archiving the currently active chat, instead of being left on a stale chat page. [#22755](https://github.com/open-webui/open-webui/pull/22755) +- 🚩 **User menu navigation fix.** Clicking Playground or Admin Panel from the user menu now uses client-side routing instead of causing full page reloads, restoring smooth SPA navigation. [Commit](https://github.com/open-webui/open-webui/commit/7ffcd3908ee90f88a4c4684d6cd6e75efd117461) +- 🔧 **Tool server connection persistence.** Fixed a bug where tool server connection updates were not being saved to persistent storage, ensuring OAuth client information is now properly preserved. [Commit](https://github.com/open-webui/open-webui/commit/b8ea267f8ec3931de55db7801156b9c07d3ad5f6) +- 🔩 **Tool server index bounds checking.** Tool servers with invalid indices no longer crash the application with IndexError after upgrades, preventing tool server configuration loss. [#22490](https://github.com/open-webui/open-webui/issues/22490), [Commit](https://github.com/open-webui/open-webui/commit/8da29566a1f81c38e80009bdea3ce4d9be860605) +- 🔌 **Tool server frontend timeout.** Fetch requests to external tool servers now time out after 10 seconds, preventing the UI from hanging indefinitely when a configured tool server is unreachable. [#22543](https://github.com/open-webui/open-webui/issues/22543), [Commit](https://github.com/open-webui/open-webui/commit/adf7af34ff934319a35470c572237d2d08f1de0b) +- 🔌 **MCP OAuth tool auto-selection.** MCP tools requiring OAuth authentication are now automatically re-selected after completing the auth flow, instead of leaving users to manually re-enable the tool on return to the chat. [#22994](https://github.com/open-webui/open-webui/issues/22994), [#22995](https://github.com/open-webui/open-webui/pull/22995), [Commit](https://github.com/open-webui/open-webui/commit/4d50001c4192c609b1010626ebb6496692823873) +- 🏷️ **Channel @mentions.** Direct connection models no longer appear in channel @mention suggestions, preventing confusion since they don't work in channels. [#22553](https://github.com/open-webui/open-webui/issues/22553), [Commit](https://github.com/open-webui/open-webui/commit/0a87c1ecd078320a08c4cc62d41fe8727fb3b5f7) +- 📎 **Channel message attachments.** Users can now press Enter to send messages with only file or image attachments in channels, direct messages, and threads, aligning with the behavior of the Send button. [#22752](https://github.com/open-webui/open-webui/pull/22752) +- 🗣️ **Image-only message handling.** Models like Gemini and Claude no longer fail when receiving messages with only file or image attachments and no text, by stripping empty text content blocks before sending to the API. [Commit](https://github.com/open-webui/open-webui/commit/ea515fa26e11faac146c48a5e3a2a284e1792bb3), [#22880](https://github.com/open-webui/open-webui/issues/22880) +- 🧹 **Channel thread sidebar cleanup.** The thread sidebar in channels and direct messages now automatically closes when the parent message is deleted, preventing orphaned threads. [#22890](https://github.com/open-webui/open-webui/pull/22890) +- 💡 **Chat input suggestion modal.** The suggestion modal for tags, mentions, and commands now correctly reappears when backspacing into a trigger character after it was dismissed. [#22899](https://github.com/open-webui/open-webui/pull/22899) +- ⏱️ **Chat action button timing.** Action buttons under assistant messages no longer appear prematurely when switching chats while a response is still streaming. [Commit](https://github.com/open-webui/open-webui/commit/ecba37070d6eb3cb033195a070b6c4ab5f396415), [#22891](https://github.com/open-webui/open-webui/issues/22891) +- 💬 **Skill and model mention persistence.** Skills selected via $ and models selected via @ in the chat input are now properly restored after a page refresh, instead of reverting to plain text while losing their interactive state. [#22913](https://github.com/open-webui/open-webui/issues/22913), [Commit](https://github.com/open-webui/open-webui/commit/be21db706993c0db95ac09509dfdb023de64daff) +- 🧹 **Webhook profile image errors.** Fixed 404 errors appearing in the browser console when scrolling through channel messages sent by webhooks, by skipping the user profile preview for webhook senders. [#22893](https://github.com/open-webui/open-webui/pull/22893) +- 🧮 **Logit bias parameter handling.** Using logit_bias parameters no longer causes errors when the input is already in dictionary format. [#22597](https://github.com/open-webui/open-webui/issues/22597), [Commit](https://github.com/open-webui/open-webui/commit/e34ed72e1e958505e940b74bf1c6a4808640bd17) +- 🪛 **Temp chat tool calling.** Temporary chats now properly preserve tool call information, fixing native tool calling with JSON schema that was previously broken. [#22475](https://github.com/open-webui/open-webui/pull/22475), [Commit](https://github.com/open-webui/open-webui/commit/bcd313c363ca50d71aa80bcb2f29c81fad3dff37) +- 🔗 **Multi-system message merging.** Models with strict chat templates like Qwen no longer fail when multiple pipeline stages inject separate system messages, as all system messages are now merged into one at the start. [#22505](https://github.com/open-webui/open-webui/issues/22505), [Commit](https://github.com/open-webui/open-webui/commit/631bd20c3537ce85bbaec02f9e0049c88fa8fdd4) +- 📜 **Public note access.** Opening public notes via direct share link no longer returns a 500 error caused by a missing function import. [#22680](https://github.com/open-webui/open-webui/issues/22680), [Commit](https://github.com/open-webui/open-webui/commit/566e25569e5e7d9c1e42db840ba4ba578887d208) +- 👤 **Terminal access user visibility.** The terminal connection access dialog now shows the currently logged-in user when searching for users to grant access, fixing an issue where users with identical display names were filtered incorrectly. [#22491](https://github.com/open-webui/open-webui/issues/22491), [Commit](https://github.com/open-webui/open-webui/commit/4a8f995c3fd4602ec2aaccc07efc4e8504dda84d) +- 👥 **User groups display.** User groups in the admin panel profile preview now wrap properly instead of overflowing horizontally, with a scrollbar when the list is long. [#22547](https://github.com/open-webui/open-webui/pull/22547) +- 🔧 **Model list drag-and-drop.** Fixed drag-and-drop reordering of models in admin settings, preventing UI glitches and state synchronization issues. [Commit](https://github.com/open-webui/open-webui/commit/753589e51ccbbe5c4f78a7d13e19c67e6c0000d7) +- 🖼️ **Model profile image fallbacks.** Model profile images now display a fallback icon when they fail to load, and model icons no longer disappear on paginated Models pages in admin and workspace settings. [#22485](https://github.com/open-webui/open-webui/pull/22485) +- 🖼️ **Profile image fallbacks.** Added fallback handlers for model and user profile images throughout the chat interface, preventing broken image icons when avatars fail to load. [#22486](https://github.com/open-webui/open-webui/pull/22486) +- 🧲 **RAG thinking model support.** Knowledge base queries now correctly parse JSON responses from thinking models like GLM-5 and DeepSeek-R1 by stripping their reasoning blocks before JSON extraction. [#22400](https://github.com/open-webui/open-webui/pull/22400) +- 🔍 **RAG query generation robustness.** The RAG query generation, web search, and image generation handlers now correctly extract JSON from model responses containing thinking tags by finding the last JSON block instead of the first, preventing "No sources found" errors with thinking models. [#21888](https://github.com/open-webui/open-webui/issues/21888), [Commit](https://github.com/open-webui/open-webui/commit/c0fcbc5b4cb29012e2913983c632edc5d24b9aea) +- 🔍 **Ollama embedding robustness.** Ollama embedding requests now include the truncate parameter to handle inputs exceeding the context window, preventing 500 errors when processing long documents. Error messages from failed embedding requests are also now properly surfaced instead of being silently swallowed. [#22671](https://github.com/open-webui/open-webui/issues/22671), [Commit](https://github.com/open-webui/open-webui/commit/d738044f47c70c755bec9bf244aa11878fe98d9c) +- 🔄 **Ollama embedding retry logic.** Embedding requests to Ollama now retry with exponential backoff when encountering 503 errors (such as when the model reloads mid-processing), preventing files from being silently dropped from knowledge bases. [#22571](https://github.com/open-webui/open-webui/issues/22571), [Commit](https://github.com/open-webui/open-webui/commit/8b6fa1f4ab6099a305de08706621075c205f65c4) +- 🗄️ **Oracle 23AI hybrid search.** Fixed an UnboundLocalError that occurred when using hybrid search with Oracle 23AI as the vector store, preventing knowledge base queries from failing. [Commit](https://github.com/open-webui/open-webui/commit/fcf720835285a4cea10fc1ebed0b454971463b20), [#22616](https://github.com/open-webui/open-webui/issues/22616) +- 🌐 **Dynamic HTML language attribute.** The HTML lang attribute now dynamically updates when users change their interface language, preventing browsers from triggering unwanted translation popups. [Commit](https://github.com/open-webui/open-webui/commit/de5e0fbc00e7abcd84e1272c301b0707f8ea5ac6) +- 📐 **File upload deduplication.** Attaching files that are already in the chat no longer triggers duplicate uploads. [Commit](https://github.com/open-webui/open-webui/commit/10f06a64fed474e9958b96295a953e0eebf9e4be) +- 🕵️ **Serper.dev search results.** Fixed web search results not displaying properly when using the Serper.dev provider by using the correct API response field. [#22869](https://github.com/open-webui/open-webui/pull/22869) +- 🔲 **Markdown task list checkbox styling.** Fixed task list checkboxes in markdown rendering to display consistently without shrinking in narrow layouts. [#22886](https://github.com/open-webui/open-webui/pull/22886) +- 🎨 **Artifacts sidebar tab background fix.** The Artifacts sidebar now correctly updates and displays when switching back to a browser tab that was in the background, ensuring artifacts are visible without requiring a manual refresh. [#22889](https://github.com/open-webui/open-webui/issues/22889) +- 🔃 **Chat input URL indexing fix.** Fixed an issue where URLs could be indexed twice when using multiple triggers followed by backspace and re-entering a URL. [#22749](https://github.com/open-webui/open-webui/issues/22749) +- 🔎 **Search modal chat preview avatars.** Fixed assistant profile images not displaying in the chat preview pane of the Search Modal. [#22782](https://github.com/open-webui/open-webui/pull/22782) +- 📋 **Prompts search pagination fix.** Fixed a bug where searching prompts from a paginated page would incorrectly use the current page number, resulting in "No prompts found" even when matching results existed. [#22912](https://github.com/open-webui/open-webui/pull/22912) +- 🗂️ **Reasoning block copy cleanup.** Copied chat responses no longer include reasoning block content or excess whitespace, ensuring only the intended message text is captured. [#22786](https://github.com/open-webui/open-webui/issues/22786), [Commit](https://github.com/open-webui/open-webui/commit/4f0e57420154800946394bc986b2c691462b2782) +- 🔤 **Emoji removal for text normalization.** Fixed the emoji removal function used in search and title generation to correctly handle all emoji types, including those with variation selectors (❤️, ☀️, ✅), keycap sequences (1️⃣), and ZWJ family sequences (👨‍👩‍👧‍👦). [#22915](https://github.com/open-webui/open-webui/pull/22915) +- ⏹️ **Task cancellation status tracking.** Cancelled tasks now correctly mark only the affected messages as done instead of clearing all task statuses for the chat, ensuring proper status tracking when multiple messages have pending tasks. [#22743](https://github.com/open-webui/open-webui/pull/22743) +- 🎨 **Filter icon display fix.** Fixed filter icons showing the wrong icon after removing one of multiple active filters below the chat input. [#22862](https://github.com/open-webui/open-webui/pull/22862) +- 📊 **Channel message data loading.** Fixed redundant 404 API calls that occurred when rendering channel messages, preventing unnecessary requests and console errors. [#22894](https://github.com/open-webui/open-webui/pull/22894) +- 👻 **Response message skeleton display.** Fixed an issue where the skeleton loader would incorrectly show or hide based on complex status history conditions, by extracting the visibility logic into a cleaner reactive variable. [Commit](https://github.com/open-webui/open-webui/commit/5df4277216fbb9de603fdf4289f8366292568234) +- 🐛 **Shared chat viewing crash.** Shared chats can now be viewed by unauthenticated users without crashing, with proper fallback handling for missing user profile information. [#22751](https://github.com/open-webui/open-webui/pull/22751), [#22742](https://github.com/open-webui/open-webui/issues/22742) +- 🛠️ **Plugin ID sanitization.** Creating Functions or Tools with emojis or special characters in their names now generates valid IDs that pass backend validation, instead of failing with an error. [#22695](https://github.com/open-webui/open-webui/pull/22695) +- 📋 **Chat title preservation.** Regenerating responses or using branches no longer overwrites user-specified chat titles when auto-naming is disabled, by checking the full chat message count instead of just the current branch. [#22754](https://github.com/open-webui/open-webui/pull/22754) +- 🎧 **Read Aloud in chat preview.** The Read Aloud button in the Search Chats modal preview no longer causes crashes, and TTS functionality is now properly hidden in read-only chat contexts. [Commit](https://github.com/open-webui/open-webui/commit/d8fa0f426a88f5c27b3216b7db35e1db47bbba28) +- 📡 **Heartbeat event loop blocking.** The WebSocket heartbeat handler no longer blocks the event loop when updating user activity, improving responsiveness under heavy load with many concurrent connections. [#22980](https://github.com/open-webui/open-webui/pull/22980) +- 🗝️ **Message upsert API reliability.** The message upsert API endpoint no longer crashes when called, fixing an error where a database session was incorrectly passed to a function that doesn't accept it. [#22959](https://github.com/open-webui/open-webui/issues/22959), [Commit](https://github.com/open-webui/open-webui/commit/70285fb6cad26b50d783583b68be5227ace16055) +- 🔓 **Forward auth proxy compatibility.** Fixed error pages that could appear when using authenticating reverse-proxies by properly handling 401 responses from background API requests, allowing the browser to re-authenticate with the identity provider. [#22942](https://github.com/open-webui/open-webui/pull/22942) +- 🔃 **Tool call streaming display.** Sequential tool calls are now properly accumulated during streaming, fixing an issue where completed tool calls could disappear from the display before the next tool call finished streaming. [Commit](https://github.com/open-webui/open-webui/commit/a9c5c787b9f6b10491924d38645042064b3c941e) +- 🧠 **Reasoning spinner content preservation.** Prior assistant content and tool call blocks no longer disappear during the reasoning spinner when responding after tool execution. [#23001](https://github.com/open-webui/open-webui/pull/23001) +- 🖥️ **Pyodide file list refresh.** Files created or modified during manual code execution now appear immediately in the pyodide files list without requiring a browser tab refresh. [Commit](https://github.com/open-webui/open-webui/commit/5c4062c64841974bf193ff321d92d10f28a09746) +- 🖱️ **Dropdown submenu hover stability.** Secondary hover menus like Download and Move now remain open while navigating into them, fixing an issue where an 8px gap between the trigger and submenu would cause the menu to disappear before a selection could be made. [#22744](https://github.com/open-webui/open-webui/issues/22744), [Commit](https://github.com/open-webui/open-webui/commit/cffbc3558e911abd6c4780cd028794b2f7282cd7) +- 📊 **Model tag normalization.** Model tags from backends that return them as string arrays are now properly normalized to object format, preventing crashes when filtering models by tag in the admin and workspace models pages. [#20819](https://github.com/open-webui/open-webui/issues/20819), [Commit](https://github.com/open-webui/open-webui/commit/90ca2e9b0f15cc9be7cf298fbefacaa45074cae9) +- 🎯 **Arena model sub-model settings.** Arena models now properly use the selected sub-model's settings — including RAG knowledge bases, web access, code interpreter, and tool capabilities — instead of the arena wrapper's empty defaults. [#16950](https://github.com/open-webui/open-webui/issues/16950), [Commit](https://github.com/open-webui/open-webui/commit/857d7e6f373d26a7a8989417c3a7fe99cdc03f20) +- 🧩 **Model editor default metadata.** The Model Editor now loads admin-configured default model metadata instead of hardcoded values, preventing admin defaults from being silently overwritten when users save models without realizing they were overriding system-wide settings. [#22996](https://github.com/open-webui/open-webui/issues/22996), [Commit](https://github.com/open-webui/open-webui/commit/cdc2b3bf850044051aafcd46f22fb25a1899788c) +- ✏️ **Rich text paste sanitization.** Copying and pasting text with HTML characters (like `<` or `>`) no longer corrupts the editor content, as the paste handler now properly escapes HTML entities before processing mentions and special syntax. [Commit](https://github.com/open-webui/open-webui/commit/94f877ff328d410339308ad2c566c9afcdf43014) + +### Changed + +- 🪝 **User webhooks disabled by default.** User webhook notifications are now disabled by default and properly gated by the ENABLE_USER_WEBHOOKS configuration, ensuring webhooks only fire when explicitly enabled. [Commit](https://github.com/open-webui/open-webui/commit/c24a4da17dbaddf47e2e0f865c1d602d0ff36ee6) +- 🧩 **MCP integration visibility.** MCP (Streamable HTTP) integrations are now hidden from user-level settings, matching the intended behavior where only administrators can configure MCP connections through the admin panel. User-level connections now show the connection type as read-only. [#22615](https://github.com/open-webui/open-webui/issues/22615), [Commit](https://github.com/open-webui/open-webui/commit/1eef5b4f6a718c0fcf3605f1ed62669aca07b454) +- 🧲 **Web search result limit.** The configured web search result count now acts as a maximum limit, preventing models from requesting more results than administrators allow. [#22577](https://github.com/open-webui/open-webui/pull/22577) + +## [0.8.10] - 2026-03-08 + +### Added + +- 🔐 **Custom OIDC logout endpoint.** Administrators can now configure a custom OpenID Connect logout URL via OPENID_END_SESSION_ENDPOINT, enabling logout functionality for OIDC providers that require custom endpoints like AWS Cognito. [Commit](https://github.com/open-webui/open-webui/commit/3f350f865920daf2844769a758b2d2e6a7ee3efa) +- 🗄️ **MariaDB Vector community support.** Added MariaDB Vector as a new vector database backend, enabling deployments with VECTOR_DB=mariadb-vector; supports cosine and euclidean distance strategies with configurable HNSW indexing. [#21931](https://github.com/open-webui/open-webui/pull/21931) +- 📝 **Task message truncation.** Chat messages sent to task models for title and tag generation can now be truncated using a filter in the prompt template, reducing token usage and processing time for long conversations. [#21499](https://github.com/open-webui/open-webui/issues/21499) +- 🔄 **General improvements.** Various improvements were implemented across the application to enhance performance, stability, and security. +- 🌐 Translations for Portuguese (Brazil), Spanish, and Malay were enhanced and expanded. + +### Fixed + +- 🔗 **Pipeline filter HTTP errors.** Fixed a bug where HTTP errors in pipeline inlet/outlet filters would silently corrupt the user's chat payload; errors are now properly raised before parsing the response. [#22445](https://github.com/open-webui/open-webui/pull/22445) +- 📚 **Knowledge file embedding updates.** Fixed a bug where updating knowledge files left old embeddings in the database, causing search results to include duplicate and stale data. [#20558](https://github.com/open-webui/open-webui/issues/20558) +- 📁 **Files list stability.** Fixed the files list ordering to use created_at with id as secondary sort, ensuring consistent ordering and preventing page crashes when managing many files. [#21879](https://github.com/open-webui/open-webui/issues/21879) +- 📨 **Teams webhook crash.** Fixed a TypeError crash in the Teams webhook handler when user data is missing from the event payload. [#22444](https://github.com/open-webui/open-webui/pull/22444) +- 🛠️ **Process shutdown handling.** Fixed bare except clauses in the main process that prevented clean shutdown; replaced with proper exception handling. [#22423](https://github.com/open-webui/open-webui/pull/22423) +- 🐳 **Docker deployment startup.** Docker deployments now start correctly; the missing OpenTelemetry system metrics dependency was added. [#22447](https://github.com/open-webui/open-webui/pull/22447), [#22401](https://github.com/open-webui/open-webui/issues/22401) +- 🛠️ **Tool access for non-admin users.** Fixed a NameError that prevented non-admin users from viewing tools; the missing has_access function is now properly imported. [#22393](https://github.com/open-webui/open-webui/issues/22393) +- 🔐 **OAuth error handling.** Fixed a bug where bare except clauses silently caught SystemExit and KeyboardInterrupt, preventing clean process shutdown during OAuth authentication. [#22420](https://github.com/open-webui/open-webui/pull/22420) +- 🛠️ **Exception error messages.** Fixed three locations where incorrect exception raising caused confusing TypeError messages instead of proper error descriptions, making debugging much easier. [#22446](https://github.com/open-webui/open-webui/pull/22446) +- 📄 **YAML file processing.** Fixed an error when uploading YAML files with Docling enabled; YAML and YML files are now properly recognized as text files and processed correctly. [#22399](https://github.com/open-webui/open-webui/pull/22399), [#22263](https://github.com/open-webui/open-webui/issues/22263) +- 📅 **Time range month names.** Fixed month names in time range labels appearing in the wrong language when OS regional settings differ from browser language; month names now consistently display in English. [#22454](https://github.com/open-webui/open-webui/pull/22454) +- 🔐 **OAuth error URL encoding.** Fixed OAuth error messages with special characters causing malformed redirect URLs; error messages are now properly URL-encoded. [#22415](https://github.com/open-webui/open-webui/pull/22415) +- 🛠️ **Internal tool method filtering.** Tools no longer expose internal methods starting with underscore to the LLM, reducing clutter and improving accuracy. [#22408](https://github.com/open-webui/open-webui/pull/22408) +- 🔊 **Azure TTS locale extraction.** Fixed Azure text-to-speech using incomplete locale codes in SSML; now correctly uses full locale like "en-US" instead of just "en". [#22443](https://github.com/open-webui/open-webui/pull/22443) +- 🎤 **Azure speech transcription errors.** Improved Azure AI Speech error handling to display user-friendly messages instead of generic connection errors; empty transcripts, no language identified, and other Azure-specific errors now show clear descriptions. [#20485](https://github.com/open-webui/open-webui/issues/20485) +- 📊 **Analytics group filtering.** Fixed token usage analytics not being filtered by user group; the query now properly respects group filters like other analytics metrics. [#22167](https://github.com/open-webui/open-webui/pull/22167) +- 🔍 **Web search favicon fallback.** Fixed web search sources showing broken image icons when favicons couldn't be loaded from external sources; now falls back to the default Open WebUI favicon. [#21897](https://github.com/open-webui/open-webui/pull/21897) +- 🔄 **Custom model fallback.** Fixed custom model fallback not working when the base model is unavailable; the base model ID is now correctly retrieved from model info instead of empty params. [#22456](https://github.com/open-webui/open-webui/issues/22456) +- 🖼️ **Pending message image display.** Fixed images in queued messages appearing blank; image thumbnails are now properly displayed in the pending message queue. [#22256](https://github.com/open-webui/open-webui/issues/22256) +- 🛠️ **File metadata sanitization.** Fixed file uploads failing with JSON serialization errors when metadata contained non-serializable objects like callable functions; metadata is now sanitized before database insertion. [#20561](https://github.com/open-webui/open-webui/issues/20561) + ## [0.8.9] - 2026-03-07 ### Added @@ -3939,7 +4134,6 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added - **🔗 Built-in LiteLLM Proxy**: Now includes LiteLLM proxy within Open WebUI for enhanced functionality. - - Easily integrate existing LiteLLM configurations using `-v /path/to/config.yaml:/app/backend/data/litellm/config.yaml` flag. - When utilizing Docker container to run Open WebUI, ensure connections to localhost use `host.docker.internal`. diff --git a/Dockerfile b/Dockerfile index 1c0ae0b3c8..d5c40f15e9 100644 --- a/Dockerfile +++ b/Dockerfile @@ -127,6 +127,7 @@ RUN chown -R $UID:$GID /app $HOME RUN apt-get update && \ apt-get install -y --no-install-recommends \ git build-essential pandoc gcc netcat-openbsd curl jq \ + libmariadb-dev \ python3-dev \ ffmpeg libsm6 libxext6 zstd \ && rm -rf /var/lib/apt/lists/* @@ -134,29 +135,30 @@ RUN apt-get update && \ # install python dependencies COPY --chown=$UID:$GID ./backend/requirements.txt ./requirements.txt -RUN pip3 install --no-cache-dir uv && \ +RUN set -e; \ + pip3 install --no-cache-dir uv; \ if [ "$USE_CUDA" = "true" ]; then \ # If you use CUDA the whisper and embedding model will be downloaded on first use # fix: pin torch<=2.9.1 - torch 2.10.0 aarch64 wheels cause SIGILL on ARM devices (RPi 4 Cortex-A72) #21349 - pip3 install 'torch<=2.9.1' torchvision torchaudio --index-url https://download.pytorch.org/whl/$USE_CUDA_DOCKER_VER --no-cache-dir && \ - uv pip install --system -r requirements.txt --no-cache-dir && \ - python -c "import os; from sentence_transformers import SentenceTransformer; SentenceTransformer(os.environ['RAG_EMBEDDING_MODEL'], device='cpu')" && \ - python -c "import os; from sentence_transformers import SentenceTransformer; SentenceTransformer(os.environ.get('AUXILIARY_EMBEDDING_MODEL', 'TaylorAI/bge-micro-v2'), device='cpu')" && \ + pip3 install 'torch<=2.9.1' torchvision torchaudio --index-url https://download.pytorch.org/whl/$USE_CUDA_DOCKER_VER --no-cache-dir; \ + uv pip install --system -r requirements.txt --no-cache-dir; \ + python -c "import os; from sentence_transformers import SentenceTransformer; SentenceTransformer(os.environ['RAG_EMBEDDING_MODEL'], device='cpu')"; \ + python -c "import os; from sentence_transformers import SentenceTransformer; SentenceTransformer(os.environ.get('AUXILIARY_EMBEDDING_MODEL', 'TaylorAI/bge-micro-v2'), device='cpu')"; \ python -c "import os; from faster_whisper import WhisperModel; WhisperModel(os.environ['WHISPER_MODEL'], device='cpu', compute_type='int8', download_root=os.environ['WHISPER_MODEL_DIR'])"; \ python -c "import os; import tiktoken; tiktoken.get_encoding(os.environ['TIKTOKEN_ENCODING_NAME'])"; \ python -c "import nltk; nltk.download('punkt_tab')"; \ else \ - pip3 install 'torch<=2.9.1' torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu --no-cache-dir && \ - uv pip install --system -r requirements.txt --no-cache-dir && \ + pip3 install 'torch<=2.9.1' torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu --no-cache-dir; \ + uv pip install --system -r requirements.txt --no-cache-dir; \ if [ "$USE_SLIM" != "true" ]; then \ - python -c "import os; from sentence_transformers import SentenceTransformer; SentenceTransformer(os.environ['RAG_EMBEDDING_MODEL'], device='cpu')" && \ - python -c "import os; from sentence_transformers import SentenceTransformer; SentenceTransformer(os.environ.get('AUXILIARY_EMBEDDING_MODEL', 'TaylorAI/bge-micro-v2'), device='cpu')" && \ + python -c "import os; from sentence_transformers import SentenceTransformer; SentenceTransformer(os.environ['RAG_EMBEDDING_MODEL'], device='cpu')"; \ + python -c "import os; from sentence_transformers import SentenceTransformer; SentenceTransformer(os.environ.get('AUXILIARY_EMBEDDING_MODEL', 'TaylorAI/bge-micro-v2'), device='cpu')"; \ python -c "import os; from faster_whisper import WhisperModel; WhisperModel(os.environ['WHISPER_MODEL'], device='cpu', compute_type='int8', download_root=os.environ['WHISPER_MODEL_DIR'])"; \ python -c "import os; import tiktoken; tiktoken.get_encoding(os.environ['TIKTOKEN_ENCODING_NAME'])"; \ python -c "import nltk; nltk.download('punkt_tab')"; \ fi; \ fi; \ - mkdir -p /app/backend/data && chown -R $UID:$GID /app/backend/data/ && \ + mkdir -p /app/backend/data; chown -R $UID:$GID /app/backend/data/; \ rm -rf /var/lib/apt/lists/*; # Install Ollama if requested diff --git a/README.md b/README.md index a178b3271e..1885f4f6f1 100644 --- a/README.md +++ b/README.md @@ -172,8 +172,6 @@ After installation, you can access Open WebUI at [http://localhost:3000](http:// We offer various installation alternatives, including non-Docker native installation methods, Docker Compose, Kustomize, and Helm. Visit our [Open WebUI Documentation](https://docs.openwebui.com/getting-started/) or join our [Discord community](https://discord.gg/5rJgQTnV4s) for comprehensive guidance. -Look at the [Local Development Guide](https://docs.openwebui.com/getting-started/development) for instructions on setting up a local development environment. - ### Troubleshooting Encountering connection issues? Our [Open WebUI Documentation](https://docs.openwebui.com/troubleshooting/) has got you covered. For further assistance and to join our vibrant community, visit the [Open WebUI Discord](https://discord.gg/5rJgQTnV4s). diff --git a/backend/dev.sh b/backend/dev.sh index 042fbd9efa..838b93f653 100755 --- a/backend/dev.sh +++ b/backend/dev.sh @@ -1,3 +1,3 @@ export CORS_ALLOW_ORIGIN="http://localhost:5173;http://localhost:8080" PORT="${PORT:-8080}" -uvicorn open_webui.main:app --port $PORT --host 0.0.0.0 --forwarded-allow-ips '*' --reload +uvicorn open_webui.main:app --port $PORT --host 0.0.0.0 --forwarded-allow-ips "${FORWARDED_ALLOW_IPS:-*}" --reload diff --git a/backend/open_webui/__init__.py b/backend/open_webui/__init__.py index 967a49de8f..be25227d36 100644 --- a/backend/open_webui/__init__.py +++ b/backend/open_webui/__init__.py @@ -2,102 +2,95 @@ import base64 import os import random from pathlib import Path +from typing import Annotated import typer import uvicorn -from typing import Optional -from typing_extensions import Annotated app = typer.Typer() -KEY_FILE = Path.cwd() / ".webui_secret_key" +KEY_FILE = Path.cwd() / '.webui_secret_key' -def version_callback(value: bool): +def version_callback(value: bool) -> None: if value: from open_webui.env import VERSION - typer.echo(f"Open WebUI version: {VERSION}") + typer.echo(f'Open WebUI version: {VERSION}') raise typer.Exit() @app.command() def main( - version: Annotated[ - Optional[bool], typer.Option("--version", callback=version_callback) - ] = None, + version: Annotated[bool | None, typer.Option('--version', callback=version_callback)] = None, ): pass @app.command() def serve( - host: str = "0.0.0.0", + host: str = '0.0.0.0', port: int = 8080, ): - os.environ["FROM_INIT_PY"] = "true" - if os.getenv("WEBUI_SECRET_KEY") is None: - typer.echo( - "Loading WEBUI_SECRET_KEY from file, not provided as an environment variable." - ) + os.environ['FROM_INIT_PY'] = 'true' + if os.getenv('WEBUI_SECRET_KEY') is None: + typer.echo('Loading WEBUI_SECRET_KEY from file, not provided as an environment variable.') if not KEY_FILE.exists(): - typer.echo(f"Generating a new secret key and saving it to {KEY_FILE}") + typer.echo(f'Generating a new secret key and saving it to {KEY_FILE}') KEY_FILE.write_bytes(base64.b64encode(random.randbytes(12))) - typer.echo(f"Loading WEBUI_SECRET_KEY from {KEY_FILE}") - os.environ["WEBUI_SECRET_KEY"] = KEY_FILE.read_text() + typer.echo(f'Loading WEBUI_SECRET_KEY from {KEY_FILE}') + os.environ['WEBUI_SECRET_KEY'] = KEY_FILE.read_text() - if os.getenv("USE_CUDA_DOCKER", "false") == "true": - typer.echo( - "CUDA is enabled, appending LD_LIBRARY_PATH to include torch/cudnn & cublas libraries." - ) - LD_LIBRARY_PATH = os.getenv("LD_LIBRARY_PATH", "").split(":") - os.environ["LD_LIBRARY_PATH"] = ":".join( + if os.getenv('USE_CUDA_DOCKER', 'false') == 'true': + typer.echo('CUDA is enabled, appending LD_LIBRARY_PATH to include torch/cudnn & cublas libraries.') + LD_LIBRARY_PATH = os.getenv('LD_LIBRARY_PATH', '').split(':') + os.environ['LD_LIBRARY_PATH'] = ':'.join( LD_LIBRARY_PATH + [ - "/usr/local/lib/python3.11/site-packages/torch/lib", - "/usr/local/lib/python3.11/site-packages/nvidia/cudnn/lib", + '/usr/local/lib/python3.11/site-packages/torch/lib', + '/usr/local/lib/python3.11/site-packages/nvidia/cudnn/lib', ] ) try: import torch - assert torch.cuda.is_available(), "CUDA not available" - typer.echo("CUDA seems to be working") + assert torch.cuda.is_available(), 'CUDA not available' + typer.echo('CUDA seems to be working') except Exception as e: typer.echo( - "Error when testing CUDA but USE_CUDA_DOCKER is true. " - "Resetting USE_CUDA_DOCKER to false and removing " - f"LD_LIBRARY_PATH modifications: {e}" + 'Error when testing CUDA but USE_CUDA_DOCKER is true. ' + 'Resetting USE_CUDA_DOCKER to false and removing ' + f'LD_LIBRARY_PATH modifications: {e}' ) - os.environ["USE_CUDA_DOCKER"] = "false" - os.environ["LD_LIBRARY_PATH"] = ":".join(LD_LIBRARY_PATH) + os.environ['USE_CUDA_DOCKER'] = 'false' + os.environ['LD_LIBRARY_PATH'] = ':'.join(LD_LIBRARY_PATH) - import open_webui.main # we need set environment variables before importing main + import open_webui.main # noqa: F401 from open_webui.env import UVICORN_WORKERS # Import the workers setting uvicorn.run( - "open_webui.main:app", + 'open_webui.main:app', host=host, port=port, - forwarded_allow_ips="*", + forwarded_allow_ips='*', workers=UVICORN_WORKERS, ) @app.command() def dev( - host: str = "0.0.0.0", + host: str = '0.0.0.0', port: int = 8080, reload: bool = True, ): uvicorn.run( - "open_webui.main:app", + 'open_webui.main:app', host=host, port=port, reload=reload, - forwarded_allow_ips="*", + forwarded_allow_ips='*', ) -if __name__ == "__main__": +if __name__ == '__main__': app() diff --git a/backend/open_webui/config.py b/backend/open_webui/config.py index f029b6ba2b..b599ff575d 100644 --- a/backend/open_webui/config.py +++ b/backend/open_webui/config.py @@ -41,11 +41,11 @@ from open_webui.utils.redis import get_redis_connection class EndpointFilter(logging.Filter): def filter(self, record: logging.LogRecord) -> bool: - return record.getMessage().find("/health") == -1 + return record.getMessage().find('/health') == -1 # Filter out /endpoint -logging.getLogger("uvicorn.access").addFilter(EndpointFilter()) +logging.getLogger('uvicorn.access').addFilter(EndpointFilter()) #################################### # Config helpers @@ -54,20 +54,20 @@ logging.getLogger("uvicorn.access").addFilter(EndpointFilter()) # Function to run the alembic migrations def run_migrations(): - log.info("Running migrations") + log.info('Running migrations') try: from alembic import command from alembic.config import Config - alembic_cfg = Config(OPEN_WEBUI_DIR / "alembic.ini") + alembic_cfg = Config(OPEN_WEBUI_DIR / 'alembic.ini') # Set the script location dynamically - migrations_path = OPEN_WEBUI_DIR / "migrations" - alembic_cfg.set_main_option("script_location", str(migrations_path)) + migrations_path = OPEN_WEBUI_DIR / 'migrations' + alembic_cfg.set_main_option('script_location', str(migrations_path)) - command.upgrade(alembic_cfg, "head") + command.upgrade(alembic_cfg, 'head') except Exception as e: - log.exception(f"Error running migrations: {e}") + log.exception(f'Error running migrations: {e}') if ENABLE_DB_MIGRATIONS: @@ -75,7 +75,7 @@ if ENABLE_DB_MIGRATIONS: class Config(Base): - __tablename__ = "config" + __tablename__ = 'config' id = Column(Integer, primary_key=True) data = Column(JSON, nullable=False) @@ -85,7 +85,7 @@ class Config(Base): def load_json_config(): - with open(f"{DATA_DIR}/config.json", "r") as file: + with open(f'{DATA_DIR}/config.json', 'r') as file: return json.load(file) @@ -109,14 +109,14 @@ def reset_config(): # When initializing, check if config.json exists and migrate it to the database -if os.path.exists(f"{DATA_DIR}/config.json"): +if os.path.exists(f'{DATA_DIR}/config.json'): data = load_json_config() save_to_db(data) - os.rename(f"{DATA_DIR}/config.json", f"{DATA_DIR}/old_config.json") + os.rename(f'{DATA_DIR}/config.json', f'{DATA_DIR}/old_config.json') DEFAULT_CONFIG = { - "version": 0, - "ui": {}, + 'version': 0, + 'ui': {}, } @@ -130,7 +130,7 @@ CONFIG_DATA = get_config() def get_config_value(config_path: str): - path_parts = config_path.split(".") + path_parts = config_path.split('.') cur_config = CONFIG_DATA for key in path_parts: if key in cur_config: @@ -159,11 +159,9 @@ def save_config(config): return True -T = TypeVar("T") +T = TypeVar('T') -ENABLE_PERSISTENT_CONFIG = ( - os.environ.get("ENABLE_PERSISTENT_CONFIG", "True").lower() == "true" -) +ENABLE_PERSISTENT_CONFIG = os.environ.get('ENABLE_PERSISTENT_CONFIG', 'True').lower() == 'true' class PersistentConfig(Generic[T]): @@ -174,13 +172,8 @@ class PersistentConfig(Generic[T]): self.config_value = get_config_value(config_path) if self.config_value is not None and ENABLE_PERSISTENT_CONFIG: - if ( - self.config_path.startswith("oauth.") - and not ENABLE_OAUTH_PERSISTENT_CONFIG - ): - log.info( - f"Skipping loading of '{env_name}' as OAuth persistent config is disabled" - ) + if self.config_path.startswith('oauth.') and not ENABLE_OAUTH_PERSISTENT_CONFIG: + log.info(f"Skipping loading of '{env_name}' as OAuth persistent config is disabled") self.value = env_value else: log.info(f"'{env_name}' loaded from the latest database entry") @@ -195,26 +188,22 @@ class PersistentConfig(Generic[T]): @property def __dict__(self): - raise TypeError( - "PersistentConfig object cannot be converted to dict, use config_get or .value instead." - ) + raise TypeError('PersistentConfig object cannot be converted to dict, use config_get or .value instead.') def __getattribute__(self, item): - if item == "__dict__": - raise TypeError( - "PersistentConfig object cannot be converted to dict, use config_get or .value instead." - ) + if item == '__dict__': + raise TypeError('PersistentConfig object cannot be converted to dict, use config_get or .value instead.') return super().__getattribute__(item) def update(self): new_value = get_config_value(self.config_path) if new_value is not None: self.value = new_value - log.info(f"Updated {self.env_name} to new value {self.value}") + log.info(f'Updated {self.env_name} to new value {self.value}') def save(self): log.info(f"Saving '{self.env_name}' to the database") - path_parts = self.config_path.split(".") + path_parts = self.config_path.split('.') sub_config = CONFIG_DATA for key in path_parts[:-1]: if key not in sub_config: @@ -236,12 +225,12 @@ class AppConfig: redis_url: Optional[str] = None, redis_sentinels: Optional[list] = [], redis_cluster: Optional[bool] = False, - redis_key_prefix: str = "open-webui", + redis_key_prefix: str = 'open-webui', ): if redis_url: - super().__setattr__("_redis_key_prefix", redis_key_prefix) + super().__setattr__('_redis_key_prefix', redis_key_prefix) super().__setattr__( - "_redis", + '_redis', get_redis_connection( redis_url, redis_sentinels, @@ -250,7 +239,7 @@ class AppConfig: ), ) - super().__setattr__("_state", {}) + super().__setattr__('_state', {}) def __setattr__(self, key, value): if isinstance(value, PersistentConfig): @@ -260,7 +249,7 @@ class AppConfig: self._state[key].save() if self._redis and ENABLE_PERSISTENT_CONFIG: - redis_key = f"{self._redis_key_prefix}:config:{key}" + redis_key = f'{self._redis_key_prefix}:config:{key}' self._redis.set(redis_key, json.dumps(self._state[key].value)) def __getattr__(self, key): @@ -269,7 +258,7 @@ class AppConfig: # If Redis is available and persistent config is enabled, check for an updated value if self._redis and ENABLE_PERSISTENT_CONFIG: - redis_key = f"{self._redis_key_prefix}:config:{key}" + redis_key = f'{self._redis_key_prefix}:config:{key}' redis_value = self._redis.get(redis_key) if redis_value is not None: @@ -279,10 +268,10 @@ class AppConfig: # Update the in-memory value if different if self._state[key].value != decoded_value: self._state[key].value = decoded_value - log.info(f"Updated {key} from Redis: {decoded_value}") + log.info(f'Updated {key} from Redis: {decoded_value}') except json.JSONDecodeError: - log.error(f"Invalid JSON format in Redis for {key}: {redis_value}") + log.error(f'Invalid JSON format in Redis for {key}: {redis_value}') return self._state[key].value @@ -292,385 +281,391 @@ class AppConfig: #################################### ENABLE_API_KEYS = PersistentConfig( - "ENABLE_API_KEYS", - "auth.enable_api_keys", - os.environ.get("ENABLE_API_KEYS", "False").lower() == "true", + 'ENABLE_API_KEYS', + 'auth.enable_api_keys', + os.environ.get('ENABLE_API_KEYS', 'False').lower() == 'true', ) ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS = PersistentConfig( - "ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS", - "auth.api_key.endpoint_restrictions", + 'ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS', + 'auth.api_key.endpoint_restrictions', os.environ.get( - "ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS", - os.environ.get("ENABLE_API_KEY_ENDPOINT_RESTRICTIONS", "False"), + 'ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS', + os.environ.get('ENABLE_API_KEY_ENDPOINT_RESTRICTIONS', 'False'), ).lower() - == "true", + == 'true', ) API_KEYS_ALLOWED_ENDPOINTS = PersistentConfig( - "API_KEYS_ALLOWED_ENDPOINTS", - "auth.api_key.allowed_endpoints", - os.environ.get( - "API_KEYS_ALLOWED_ENDPOINTS", os.environ.get("API_KEY_ALLOWED_ENDPOINTS", "") - ), + 'API_KEYS_ALLOWED_ENDPOINTS', + 'auth.api_key.allowed_endpoints', + os.environ.get('API_KEYS_ALLOWED_ENDPOINTS', os.environ.get('API_KEY_ALLOWED_ENDPOINTS', '')), ) -JWT_EXPIRES_IN = PersistentConfig( - "JWT_EXPIRES_IN", "auth.jwt_expiry", os.environ.get("JWT_EXPIRES_IN", "4w") -) +JWT_EXPIRES_IN = PersistentConfig('JWT_EXPIRES_IN', 'auth.jwt_expiry', os.environ.get('JWT_EXPIRES_IN', '4w')) -if JWT_EXPIRES_IN.value == "-1": +if JWT_EXPIRES_IN.value == '-1': log.warning( "⚠️ SECURITY WARNING: JWT_EXPIRES_IN is set to '-1'\n" - " See: https://docs.openwebui.com/reference/env-configuration\n" + ' See: https://docs.openwebui.com/reference/env-configuration\n' ) #################################### # OAuth config #################################### -ENABLE_OAUTH_PERSISTENT_CONFIG = ( - os.environ.get("ENABLE_OAUTH_PERSISTENT_CONFIG", "False").lower() == "true" -) +ENABLE_OAUTH_PERSISTENT_CONFIG = os.environ.get('ENABLE_OAUTH_PERSISTENT_CONFIG', 'False').lower() == 'true' ENABLE_OAUTH_SIGNUP = PersistentConfig( - "ENABLE_OAUTH_SIGNUP", - "oauth.enable_signup", - os.environ.get("ENABLE_OAUTH_SIGNUP", "False").lower() == "true", + 'ENABLE_OAUTH_SIGNUP', + 'oauth.enable_signup', + os.environ.get('ENABLE_OAUTH_SIGNUP', 'False').lower() == 'true', ) OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE = PersistentConfig( - "OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE", - "oauth.refresh_token_include_scope", - os.environ.get("OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE", "False").lower() == "true", + 'OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE', + 'oauth.refresh_token_include_scope', + os.environ.get('OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE', 'False').lower() == 'true', ) OAUTH_MERGE_ACCOUNTS_BY_EMAIL = PersistentConfig( - "OAUTH_MERGE_ACCOUNTS_BY_EMAIL", - "oauth.merge_accounts_by_email", - os.environ.get("OAUTH_MERGE_ACCOUNTS_BY_EMAIL", "False").lower() == "true", + 'OAUTH_MERGE_ACCOUNTS_BY_EMAIL', + 'oauth.merge_accounts_by_email', + os.environ.get('OAUTH_MERGE_ACCOUNTS_BY_EMAIL', 'False').lower() == 'true', ) OAUTH_PROVIDERS = {} GOOGLE_CLIENT_ID = PersistentConfig( - "GOOGLE_CLIENT_ID", - "oauth.google.client_id", - os.environ.get("GOOGLE_CLIENT_ID", ""), + 'GOOGLE_CLIENT_ID', + 'oauth.google.client_id', + os.environ.get('GOOGLE_CLIENT_ID', ''), ) GOOGLE_CLIENT_SECRET = PersistentConfig( - "GOOGLE_CLIENT_SECRET", - "oauth.google.client_secret", - os.environ.get("GOOGLE_CLIENT_SECRET", ""), + 'GOOGLE_CLIENT_SECRET', + 'oauth.google.client_secret', + os.environ.get('GOOGLE_CLIENT_SECRET', ''), ) GOOGLE_OAUTH_SCOPE = PersistentConfig( - "GOOGLE_OAUTH_SCOPE", - "oauth.google.scope", - os.environ.get("GOOGLE_OAUTH_SCOPE", "openid email profile"), + 'GOOGLE_OAUTH_SCOPE', + 'oauth.google.scope', + os.environ.get('GOOGLE_OAUTH_SCOPE', 'openid email profile'), ) GOOGLE_REDIRECT_URI = PersistentConfig( - "GOOGLE_REDIRECT_URI", - "oauth.google.redirect_uri", - os.environ.get("GOOGLE_REDIRECT_URI", ""), + 'GOOGLE_REDIRECT_URI', + 'oauth.google.redirect_uri', + os.environ.get('GOOGLE_REDIRECT_URI', ''), ) +GOOGLE_OAUTH_AUTHORIZE_PARAMS = {} +_google_oauth_authorize_params = os.environ.get('GOOGLE_OAUTH_AUTHORIZE_PARAMS', '') +if _google_oauth_authorize_params: + try: + _parsed = json.loads(_google_oauth_authorize_params) + if isinstance(_parsed, dict): + GOOGLE_OAUTH_AUTHORIZE_PARAMS = _parsed + else: + log.warning('GOOGLE_OAUTH_AUTHORIZE_PARAMS must be a JSON object, ignoring') + except (json.JSONDecodeError, TypeError): + log.warning('GOOGLE_OAUTH_AUTHORIZE_PARAMS is not valid JSON, ignoring') + MICROSOFT_CLIENT_ID = PersistentConfig( - "MICROSOFT_CLIENT_ID", - "oauth.microsoft.client_id", - os.environ.get("MICROSOFT_CLIENT_ID", ""), + 'MICROSOFT_CLIENT_ID', + 'oauth.microsoft.client_id', + os.environ.get('MICROSOFT_CLIENT_ID', ''), ) MICROSOFT_CLIENT_SECRET = PersistentConfig( - "MICROSOFT_CLIENT_SECRET", - "oauth.microsoft.client_secret", - os.environ.get("MICROSOFT_CLIENT_SECRET", ""), + 'MICROSOFT_CLIENT_SECRET', + 'oauth.microsoft.client_secret', + os.environ.get('MICROSOFT_CLIENT_SECRET', ''), ) MICROSOFT_CLIENT_TENANT_ID = PersistentConfig( - "MICROSOFT_CLIENT_TENANT_ID", - "oauth.microsoft.tenant_id", - os.environ.get("MICROSOFT_CLIENT_TENANT_ID", ""), + 'MICROSOFT_CLIENT_TENANT_ID', + 'oauth.microsoft.tenant_id', + os.environ.get('MICROSOFT_CLIENT_TENANT_ID', ''), ) MICROSOFT_CLIENT_LOGIN_BASE_URL = PersistentConfig( - "MICROSOFT_CLIENT_LOGIN_BASE_URL", - "oauth.microsoft.login_base_url", - os.environ.get( - "MICROSOFT_CLIENT_LOGIN_BASE_URL", "https://login.microsoftonline.com" - ), + 'MICROSOFT_CLIENT_LOGIN_BASE_URL', + 'oauth.microsoft.login_base_url', + os.environ.get('MICROSOFT_CLIENT_LOGIN_BASE_URL', 'https://login.microsoftonline.com'), ) MICROSOFT_CLIENT_PICTURE_URL = PersistentConfig( - "MICROSOFT_CLIENT_PICTURE_URL", - "oauth.microsoft.picture_url", + 'MICROSOFT_CLIENT_PICTURE_URL', + 'oauth.microsoft.picture_url', os.environ.get( - "MICROSOFT_CLIENT_PICTURE_URL", - "https://graph.microsoft.com/v1.0/me/photo/$value", + 'MICROSOFT_CLIENT_PICTURE_URL', + 'https://graph.microsoft.com/v1.0/me/photo/$value', ), ) MICROSOFT_OAUTH_SCOPE = PersistentConfig( - "MICROSOFT_OAUTH_SCOPE", - "oauth.microsoft.scope", - os.environ.get("MICROSOFT_OAUTH_SCOPE", "openid email profile"), + 'MICROSOFT_OAUTH_SCOPE', + 'oauth.microsoft.scope', + os.environ.get('MICROSOFT_OAUTH_SCOPE', 'openid email profile'), ) MICROSOFT_REDIRECT_URI = PersistentConfig( - "MICROSOFT_REDIRECT_URI", - "oauth.microsoft.redirect_uri", - os.environ.get("MICROSOFT_REDIRECT_URI", ""), + 'MICROSOFT_REDIRECT_URI', + 'oauth.microsoft.redirect_uri', + os.environ.get('MICROSOFT_REDIRECT_URI', ''), ) GITHUB_CLIENT_ID = PersistentConfig( - "GITHUB_CLIENT_ID", - "oauth.github.client_id", - os.environ.get("GITHUB_CLIENT_ID", ""), + 'GITHUB_CLIENT_ID', + 'oauth.github.client_id', + os.environ.get('GITHUB_CLIENT_ID', ''), ) GITHUB_CLIENT_SECRET = PersistentConfig( - "GITHUB_CLIENT_SECRET", - "oauth.github.client_secret", - os.environ.get("GITHUB_CLIENT_SECRET", ""), + 'GITHUB_CLIENT_SECRET', + 'oauth.github.client_secret', + os.environ.get('GITHUB_CLIENT_SECRET', ''), ) GITHUB_CLIENT_SCOPE = PersistentConfig( - "GITHUB_CLIENT_SCOPE", - "oauth.github.scope", - os.environ.get("GITHUB_CLIENT_SCOPE", "user:email"), + 'GITHUB_CLIENT_SCOPE', + 'oauth.github.scope', + os.environ.get('GITHUB_CLIENT_SCOPE', 'user:email'), ) GITHUB_CLIENT_REDIRECT_URI = PersistentConfig( - "GITHUB_CLIENT_REDIRECT_URI", - "oauth.github.redirect_uri", - os.environ.get("GITHUB_CLIENT_REDIRECT_URI", ""), + 'GITHUB_CLIENT_REDIRECT_URI', + 'oauth.github.redirect_uri', + os.environ.get('GITHUB_CLIENT_REDIRECT_URI', ''), ) OAUTH_CLIENT_ID = PersistentConfig( - "OAUTH_CLIENT_ID", - "oauth.oidc.client_id", - os.environ.get("OAUTH_CLIENT_ID", ""), + 'OAUTH_CLIENT_ID', + 'oauth.oidc.client_id', + os.environ.get('OAUTH_CLIENT_ID', ''), ) OAUTH_CLIENT_SECRET = PersistentConfig( - "OAUTH_CLIENT_SECRET", - "oauth.oidc.client_secret", - os.environ.get("OAUTH_CLIENT_SECRET", ""), + 'OAUTH_CLIENT_SECRET', + 'oauth.oidc.client_secret', + os.environ.get('OAUTH_CLIENT_SECRET', ''), ) OPENID_PROVIDER_URL = PersistentConfig( - "OPENID_PROVIDER_URL", - "oauth.oidc.provider_url", - os.environ.get("OPENID_PROVIDER_URL", ""), + 'OPENID_PROVIDER_URL', + 'oauth.oidc.provider_url', + os.environ.get('OPENID_PROVIDER_URL', ''), +) + +OPENID_END_SESSION_ENDPOINT = PersistentConfig( + 'OPENID_END_SESSION_ENDPOINT', + 'oauth.oidc.end_session_endpoint', + os.environ.get('OPENID_END_SESSION_ENDPOINT', ''), ) OPENID_REDIRECT_URI = PersistentConfig( - "OPENID_REDIRECT_URI", - "oauth.oidc.redirect_uri", - os.environ.get("OPENID_REDIRECT_URI", ""), + 'OPENID_REDIRECT_URI', + 'oauth.oidc.redirect_uri', + os.environ.get('OPENID_REDIRECT_URI', ''), ) OAUTH_SCOPES = PersistentConfig( - "OAUTH_SCOPES", - "oauth.oidc.scopes", - os.environ.get("OAUTH_SCOPES", "openid email profile"), + 'OAUTH_SCOPES', + 'oauth.oidc.scopes', + os.environ.get('OAUTH_SCOPES', 'openid email profile'), ) OAUTH_TIMEOUT = PersistentConfig( - "OAUTH_TIMEOUT", - "oauth.oidc.oauth_timeout", - os.environ.get("OAUTH_TIMEOUT", ""), + 'OAUTH_TIMEOUT', + 'oauth.oidc.oauth_timeout', + os.environ.get('OAUTH_TIMEOUT', ''), ) OAUTH_TOKEN_ENDPOINT_AUTH_METHOD = PersistentConfig( - "OAUTH_TOKEN_ENDPOINT_AUTH_METHOD", - "oauth.oidc.token_endpoint_auth_method", - os.environ.get("OAUTH_TOKEN_ENDPOINT_AUTH_METHOD", None), + 'OAUTH_TOKEN_ENDPOINT_AUTH_METHOD', + 'oauth.oidc.token_endpoint_auth_method', + os.environ.get('OAUTH_TOKEN_ENDPOINT_AUTH_METHOD', None), ) OAUTH_CODE_CHALLENGE_METHOD = PersistentConfig( - "OAUTH_CODE_CHALLENGE_METHOD", - "oauth.oidc.code_challenge_method", - os.environ.get("OAUTH_CODE_CHALLENGE_METHOD", None), + 'OAUTH_CODE_CHALLENGE_METHOD', + 'oauth.oidc.code_challenge_method', + os.environ.get('OAUTH_CODE_CHALLENGE_METHOD', None), ) OAUTH_PROVIDER_NAME = PersistentConfig( - "OAUTH_PROVIDER_NAME", - "oauth.oidc.provider_name", - os.environ.get("OAUTH_PROVIDER_NAME", "SSO"), + 'OAUTH_PROVIDER_NAME', + 'oauth.oidc.provider_name', + os.environ.get('OAUTH_PROVIDER_NAME', 'SSO'), ) OAUTH_SUB_CLAIM = PersistentConfig( - "OAUTH_SUB_CLAIM", - "oauth.oidc.sub_claim", - os.environ.get("OAUTH_SUB_CLAIM", None), + 'OAUTH_SUB_CLAIM', + 'oauth.oidc.sub_claim', + os.environ.get('OAUTH_SUB_CLAIM', None), ) OAUTH_USERNAME_CLAIM = PersistentConfig( - "OAUTH_USERNAME_CLAIM", - "oauth.oidc.username_claim", - os.environ.get("OAUTH_USERNAME_CLAIM", "name"), + 'OAUTH_USERNAME_CLAIM', + 'oauth.oidc.username_claim', + os.environ.get('OAUTH_USERNAME_CLAIM', 'name'), ) OAUTH_PICTURE_CLAIM = PersistentConfig( - "OAUTH_PICTURE_CLAIM", - "oauth.oidc.avatar_claim", - os.environ.get("OAUTH_PICTURE_CLAIM", "picture"), + 'OAUTH_PICTURE_CLAIM', + 'oauth.oidc.avatar_claim', + os.environ.get('OAUTH_PICTURE_CLAIM', 'picture'), ) OAUTH_EMAIL_CLAIM = PersistentConfig( - "OAUTH_EMAIL_CLAIM", - "oauth.oidc.email_claim", - os.environ.get("OAUTH_EMAIL_CLAIM", "email"), + 'OAUTH_EMAIL_CLAIM', + 'oauth.oidc.email_claim', + os.environ.get('OAUTH_EMAIL_CLAIM', 'email'), ) OAUTH_GROUPS_CLAIM = PersistentConfig( - "OAUTH_GROUPS_CLAIM", - "oauth.oidc.group_claim", - os.environ.get("OAUTH_GROUPS_CLAIM", os.environ.get("OAUTH_GROUP_CLAIM", "groups")), + 'OAUTH_GROUPS_CLAIM', + 'oauth.oidc.group_claim', + os.environ.get('OAUTH_GROUPS_CLAIM', os.environ.get('OAUTH_GROUP_CLAIM', 'groups')), ) FEISHU_CLIENT_ID = PersistentConfig( - "FEISHU_CLIENT_ID", - "oauth.feishu.client_id", - os.environ.get("FEISHU_CLIENT_ID", ""), + 'FEISHU_CLIENT_ID', + 'oauth.feishu.client_id', + os.environ.get('FEISHU_CLIENT_ID', ''), ) FEISHU_CLIENT_SECRET = PersistentConfig( - "FEISHU_CLIENT_SECRET", - "oauth.feishu.client_secret", - os.environ.get("FEISHU_CLIENT_SECRET", ""), + 'FEISHU_CLIENT_SECRET', + 'oauth.feishu.client_secret', + os.environ.get('FEISHU_CLIENT_SECRET', ''), ) FEISHU_OAUTH_SCOPE = PersistentConfig( - "FEISHU_OAUTH_SCOPE", - "oauth.feishu.scope", - os.environ.get("FEISHU_OAUTH_SCOPE", "contact:user.base:readonly"), + 'FEISHU_OAUTH_SCOPE', + 'oauth.feishu.scope', + os.environ.get('FEISHU_OAUTH_SCOPE', 'contact:user.base:readonly'), ) FEISHU_REDIRECT_URI = PersistentConfig( - "FEISHU_REDIRECT_URI", - "oauth.feishu.redirect_uri", - os.environ.get("FEISHU_REDIRECT_URI", ""), + 'FEISHU_REDIRECT_URI', + 'oauth.feishu.redirect_uri', + os.environ.get('FEISHU_REDIRECT_URI', ''), ) ENABLE_OAUTH_ROLE_MANAGEMENT = PersistentConfig( - "ENABLE_OAUTH_ROLE_MANAGEMENT", - "oauth.enable_role_mapping", - os.environ.get("ENABLE_OAUTH_ROLE_MANAGEMENT", "False").lower() == "true", + 'ENABLE_OAUTH_ROLE_MANAGEMENT', + 'oauth.enable_role_mapping', + os.environ.get('ENABLE_OAUTH_ROLE_MANAGEMENT', 'False').lower() == 'true', ) ENABLE_OAUTH_GROUP_MANAGEMENT = PersistentConfig( - "ENABLE_OAUTH_GROUP_MANAGEMENT", - "oauth.enable_group_mapping", - os.environ.get("ENABLE_OAUTH_GROUP_MANAGEMENT", "False").lower() == "true", + 'ENABLE_OAUTH_GROUP_MANAGEMENT', + 'oauth.enable_group_mapping', + os.environ.get('ENABLE_OAUTH_GROUP_MANAGEMENT', 'False').lower() == 'true', ) ENABLE_OAUTH_GROUP_CREATION = PersistentConfig( - "ENABLE_OAUTH_GROUP_CREATION", - "oauth.enable_group_creation", - os.environ.get("ENABLE_OAUTH_GROUP_CREATION", "False").lower() == "true", + 'ENABLE_OAUTH_GROUP_CREATION', + 'oauth.enable_group_creation', + os.environ.get('ENABLE_OAUTH_GROUP_CREATION', 'False').lower() == 'true', ) -oauth_group_default_share = ( - os.environ.get("OAUTH_GROUP_DEFAULT_SHARE", "true").strip().lower() -) +oauth_group_default_share = os.environ.get('OAUTH_GROUP_DEFAULT_SHARE', 'true').strip().lower() OAUTH_GROUP_DEFAULT_SHARE = PersistentConfig( - "OAUTH_GROUP_DEFAULT_SHARE", - "oauth.group_default_share", - ( - "members" - if oauth_group_default_share == "members" - else oauth_group_default_share == "true" - ), + 'OAUTH_GROUP_DEFAULT_SHARE', + 'oauth.group_default_share', + ('members' if oauth_group_default_share == 'members' else oauth_group_default_share == 'true'), ) OAUTH_BLOCKED_GROUPS = PersistentConfig( - "OAUTH_BLOCKED_GROUPS", - "oauth.blocked_groups", - os.environ.get("OAUTH_BLOCKED_GROUPS", "[]"), + 'OAUTH_BLOCKED_GROUPS', + 'oauth.blocked_groups', + os.environ.get('OAUTH_BLOCKED_GROUPS', '[]'), ) -OAUTH_GROUPS_SEPARATOR = os.environ.get("OAUTH_GROUPS_SEPARATOR", ";") +OAUTH_GROUPS_SEPARATOR = os.environ.get('OAUTH_GROUPS_SEPARATOR', ';') OAUTH_ROLES_CLAIM = PersistentConfig( - "OAUTH_ROLES_CLAIM", - "oauth.roles_claim", - os.environ.get("OAUTH_ROLES_CLAIM", "roles"), + 'OAUTH_ROLES_CLAIM', + 'oauth.roles_claim', + os.environ.get('OAUTH_ROLES_CLAIM', 'roles'), ) -OAUTH_ROLES_SEPARATOR = os.environ.get("OAUTH_ROLES_SEPARATOR", ",") +OAUTH_ROLES_SEPARATOR = os.environ.get('OAUTH_ROLES_SEPARATOR', ',') OAUTH_ALLOWED_ROLES = PersistentConfig( - "OAUTH_ALLOWED_ROLES", - "oauth.allowed_roles", + 'OAUTH_ALLOWED_ROLES', + 'oauth.allowed_roles', [ role.strip() - for role in os.environ.get( - "OAUTH_ALLOWED_ROLES", f"user{OAUTH_ROLES_SEPARATOR}admin" - ).split(OAUTH_ROLES_SEPARATOR) - if role - ], -) - -OAUTH_ADMIN_ROLES = PersistentConfig( - "OAUTH_ADMIN_ROLES", - "oauth.admin_roles", - [ - role.strip() - for role in os.environ.get("OAUTH_ADMIN_ROLES", "admin").split( + for role in os.environ.get('OAUTH_ALLOWED_ROLES', f'user{OAUTH_ROLES_SEPARATOR}admin').split( OAUTH_ROLES_SEPARATOR ) if role ], ) +OAUTH_ADMIN_ROLES = PersistentConfig( + 'OAUTH_ADMIN_ROLES', + 'oauth.admin_roles', + [role.strip() for role in os.environ.get('OAUTH_ADMIN_ROLES', 'admin').split(OAUTH_ROLES_SEPARATOR) if role], +) + OAUTH_ALLOWED_DOMAINS = PersistentConfig( - "OAUTH_ALLOWED_DOMAINS", - "oauth.allowed_domains", - [ - domain.strip() - for domain in os.environ.get("OAUTH_ALLOWED_DOMAINS", "*").split(",") - ], + 'OAUTH_ALLOWED_DOMAINS', + 'oauth.allowed_domains', + [domain.strip() for domain in os.environ.get('OAUTH_ALLOWED_DOMAINS', '*').split(',')], ) OAUTH_UPDATE_PICTURE_ON_LOGIN = PersistentConfig( - "OAUTH_UPDATE_PICTURE_ON_LOGIN", - "oauth.update_picture_on_login", - os.environ.get("OAUTH_UPDATE_PICTURE_ON_LOGIN", "False").lower() == "true", + 'OAUTH_UPDATE_PICTURE_ON_LOGIN', + 'oauth.update_picture_on_login', + os.environ.get('OAUTH_UPDATE_PICTURE_ON_LOGIN', 'False').lower() == 'true', ) OAUTH_UPDATE_NAME_ON_LOGIN = PersistentConfig( - "OAUTH_UPDATE_NAME_ON_LOGIN", - "oauth.update_name_on_login", - os.environ.get("OAUTH_UPDATE_NAME_ON_LOGIN", "False").lower() == "true", + 'OAUTH_UPDATE_NAME_ON_LOGIN', + 'oauth.update_name_on_login', + os.environ.get('OAUTH_UPDATE_NAME_ON_LOGIN', 'False').lower() == 'true', ) OAUTH_UPDATE_EMAIL_ON_LOGIN = PersistentConfig( - "OAUTH_UPDATE_EMAIL_ON_LOGIN", - "oauth.update_email_on_login", - os.environ.get("OAUTH_UPDATE_EMAIL_ON_LOGIN", "False").lower() == "true", + 'OAUTH_UPDATE_EMAIL_ON_LOGIN', + 'oauth.update_email_on_login', + os.environ.get('OAUTH_UPDATE_EMAIL_ON_LOGIN', 'False').lower() == 'true', ) OAUTH_ACCESS_TOKEN_REQUEST_INCLUDE_CLIENT_ID = ( - os.environ.get("OAUTH_ACCESS_TOKEN_REQUEST_INCLUDE_CLIENT_ID", "False").lower() - == "true" + os.environ.get('OAUTH_ACCESS_TOKEN_REQUEST_INCLUDE_CLIENT_ID', 'False').lower() == 'true' ) OAUTH_AUDIENCE = PersistentConfig( - "OAUTH_AUDIENCE", - "oauth.audience", - os.environ.get("OAUTH_AUDIENCE", ""), + 'OAUTH_AUDIENCE', + 'oauth.audience', + os.environ.get('OAUTH_AUDIENCE', ''), ) +OAUTH_AUTHORIZE_PARAMS = {} +_oauth_authorize_params = os.environ.get('OAUTH_AUTHORIZE_PARAMS', '') +if _oauth_authorize_params: + try: + _parsed = json.loads(_oauth_authorize_params) + if isinstance(_parsed, dict): + OAUTH_AUTHORIZE_PARAMS = _parsed + else: + log.warning('OAUTH_AUTHORIZE_PARAMS must be a JSON object, ignoring') + except (json.JSONDecodeError, TypeError): + log.warning('OAUTH_AUTHORIZE_PARAMS is not valid JSON, ignoring') + def load_oauth_providers(): OAUTH_PROVIDERS.clear() @@ -678,84 +673,66 @@ def load_oauth_providers(): def google_oauth_register(oauth: OAuth): client = oauth.register( - name="google", + name='google', client_id=GOOGLE_CLIENT_ID.value, client_secret=GOOGLE_CLIENT_SECRET.value, - server_metadata_url="https://accounts.google.com/.well-known/openid-configuration", + server_metadata_url='https://accounts.google.com/.well-known/openid-configuration', client_kwargs={ - "scope": GOOGLE_OAUTH_SCOPE.value, - **( - {"timeout": int(OAUTH_TIMEOUT.value)} - if OAUTH_TIMEOUT.value - else {} - ), + 'scope': GOOGLE_OAUTH_SCOPE.value, + **({'timeout': int(OAUTH_TIMEOUT.value)} if OAUTH_TIMEOUT.value else {}), }, redirect_uri=GOOGLE_REDIRECT_URI.value, + **({'authorize_params': GOOGLE_OAUTH_AUTHORIZE_PARAMS} if GOOGLE_OAUTH_AUTHORIZE_PARAMS else {}), ) return client - OAUTH_PROVIDERS["google"] = { - "redirect_uri": GOOGLE_REDIRECT_URI.value, - "register": google_oauth_register, + OAUTH_PROVIDERS['google'] = { + 'register': google_oauth_register, } - if ( - MICROSOFT_CLIENT_ID.value - and MICROSOFT_CLIENT_SECRET.value - and MICROSOFT_CLIENT_TENANT_ID.value - ): + if MICROSOFT_CLIENT_ID.value and MICROSOFT_CLIENT_SECRET.value and MICROSOFT_CLIENT_TENANT_ID.value: def microsoft_oauth_register(oauth: OAuth): client = oauth.register( - name="microsoft", + name='microsoft', client_id=MICROSOFT_CLIENT_ID.value, client_secret=MICROSOFT_CLIENT_SECRET.value, - server_metadata_url=f"{MICROSOFT_CLIENT_LOGIN_BASE_URL.value}/{MICROSOFT_CLIENT_TENANT_ID.value}/v2.0/.well-known/openid-configuration?appid={MICROSOFT_CLIENT_ID.value}", + server_metadata_url=f'{MICROSOFT_CLIENT_LOGIN_BASE_URL.value}/{MICROSOFT_CLIENT_TENANT_ID.value}/v2.0/.well-known/openid-configuration?appid={MICROSOFT_CLIENT_ID.value}', client_kwargs={ - "scope": MICROSOFT_OAUTH_SCOPE.value, - **( - {"timeout": int(OAUTH_TIMEOUT.value)} - if OAUTH_TIMEOUT.value - else {} - ), + 'scope': MICROSOFT_OAUTH_SCOPE.value, + **({'timeout': int(OAUTH_TIMEOUT.value)} if OAUTH_TIMEOUT.value else {}), }, redirect_uri=MICROSOFT_REDIRECT_URI.value, ) return client - OAUTH_PROVIDERS["microsoft"] = { - "redirect_uri": MICROSOFT_REDIRECT_URI.value, - "picture_url": MICROSOFT_CLIENT_PICTURE_URL.value, - "register": microsoft_oauth_register, + OAUTH_PROVIDERS['microsoft'] = { + 'picture_url': MICROSOFT_CLIENT_PICTURE_URL.value, + 'register': microsoft_oauth_register, } if GITHUB_CLIENT_ID.value and GITHUB_CLIENT_SECRET.value: def github_oauth_register(oauth: OAuth): client = oauth.register( - name="github", + name='github', client_id=GITHUB_CLIENT_ID.value, client_secret=GITHUB_CLIENT_SECRET.value, - access_token_url="https://github.com/login/oauth/access_token", - authorize_url="https://github.com/login/oauth/authorize", - api_base_url="https://api.github.com", - userinfo_endpoint="https://api.github.com/user", + access_token_url='https://github.com/login/oauth/access_token', + authorize_url='https://github.com/login/oauth/authorize', + api_base_url='https://api.github.com', + userinfo_endpoint='https://api.github.com/user', client_kwargs={ - "scope": GITHUB_CLIENT_SCOPE.value, - **( - {"timeout": int(OAUTH_TIMEOUT.value)} - if OAUTH_TIMEOUT.value - else {} - ), + 'scope': GITHUB_CLIENT_SCOPE.value, + **({'timeout': int(OAUTH_TIMEOUT.value)} if OAUTH_TIMEOUT.value else {}), }, redirect_uri=GITHUB_CLIENT_REDIRECT_URI.value, ) return client - OAUTH_PROVIDERS["github"] = { - "redirect_uri": GITHUB_CLIENT_REDIRECT_URI.value, - "register": github_oauth_register, - "sub_claim": "id", + OAUTH_PROVIDERS['github'] = { + 'register': github_oauth_register, + 'sub_claim': 'id', } if ( @@ -766,32 +743,25 @@ def load_oauth_providers(): def oidc_oauth_register(oauth: OAuth): client_kwargs = { - "scope": OAUTH_SCOPES.value, + 'scope': OAUTH_SCOPES.value, **( - { - "token_endpoint_auth_method": OAUTH_TOKEN_ENDPOINT_AUTH_METHOD.value - } + {'token_endpoint_auth_method': OAUTH_TOKEN_ENDPOINT_AUTH_METHOD.value} if OAUTH_TOKEN_ENDPOINT_AUTH_METHOD.value else {} ), - **( - {"timeout": int(OAUTH_TIMEOUT.value)} if OAUTH_TIMEOUT.value else {} - ), + **({'timeout': int(OAUTH_TIMEOUT.value)} if OAUTH_TIMEOUT.value else {}), } - if ( - OAUTH_CODE_CHALLENGE_METHOD.value - and OAUTH_CODE_CHALLENGE_METHOD.value == "S256" - ): - client_kwargs["code_challenge_method"] = "S256" + if OAUTH_CODE_CHALLENGE_METHOD.value and OAUTH_CODE_CHALLENGE_METHOD.value == 'S256': + client_kwargs['code_challenge_method'] = 'S256' elif OAUTH_CODE_CHALLENGE_METHOD.value: raise Exception( 'Code challenge methods other than "%s" not supported. Given: "%s"' - % ("S256", OAUTH_CODE_CHALLENGE_METHOD.value) + % ('S256', OAUTH_CODE_CHALLENGE_METHOD.value) ) client = oauth.register( - name="oidc", + name='oidc', client_id=OAUTH_CLIENT_ID.value, client_secret=OAUTH_CLIENT_SECRET.value, server_metadata_url=OPENID_PROVIDER_URL.value, @@ -800,57 +770,53 @@ def load_oauth_providers(): ) return client - OAUTH_PROVIDERS["oidc"] = { - "name": OAUTH_PROVIDER_NAME.value, - "redirect_uri": OPENID_REDIRECT_URI.value, - "register": oidc_oauth_register, + OAUTH_PROVIDERS['oidc'] = { + 'name': OAUTH_PROVIDER_NAME.value, + 'register': oidc_oauth_register, } if FEISHU_CLIENT_ID.value and FEISHU_CLIENT_SECRET.value: def feishu_oauth_register(oauth: OAuth): client = oauth.register( - name="feishu", + name='feishu', client_id=FEISHU_CLIENT_ID.value, client_secret=FEISHU_CLIENT_SECRET.value, - access_token_url="https://open.feishu.cn/open-apis/authen/v2/oauth/token", - authorize_url="https://accounts.feishu.cn/open-apis/authen/v1/authorize", - api_base_url="https://open.feishu.cn/open-apis", - userinfo_endpoint="https://open.feishu.cn/open-apis/authen/v1/user_info", + access_token_url='https://open.feishu.cn/open-apis/authen/v2/oauth/token', + authorize_url='https://accounts.feishu.cn/open-apis/authen/v1/authorize', + api_base_url='https://open.feishu.cn/open-apis', + userinfo_endpoint='https://open.feishu.cn/open-apis/authen/v1/user_info', client_kwargs={ - "scope": FEISHU_OAUTH_SCOPE.value, - **( - {"timeout": int(OAUTH_TIMEOUT.value)} - if OAUTH_TIMEOUT.value - else {} - ), + 'scope': FEISHU_OAUTH_SCOPE.value, + **({'timeout': int(OAUTH_TIMEOUT.value)} if OAUTH_TIMEOUT.value else {}), }, redirect_uri=FEISHU_REDIRECT_URI.value, ) return client - OAUTH_PROVIDERS["feishu"] = { - "register": feishu_oauth_register, - "sub_claim": "user_id", + OAUTH_PROVIDERS['feishu'] = { + 'register': feishu_oauth_register, + 'sub_claim': 'user_id', } configured_providers = [] if GOOGLE_CLIENT_ID.value: - configured_providers.append("Google") + configured_providers.append('Google') if MICROSOFT_CLIENT_ID.value: - configured_providers.append("Microsoft") + configured_providers.append('Microsoft') if GITHUB_CLIENT_ID.value: - configured_providers.append("GitHub") + configured_providers.append('GitHub') if FEISHU_CLIENT_ID.value: - configured_providers.append("Feishu") + configured_providers.append('Feishu') - if configured_providers and not OPENID_PROVIDER_URL.value: - provider_list = ", ".join(configured_providers) + if configured_providers and not OPENID_PROVIDER_URL.value and not OPENID_END_SESSION_ENDPOINT.value: + provider_list = ', '.join(configured_providers) log.warning( - f"⚠️ OAuth providers configured ({provider_list}) but OPENID_PROVIDER_URL not set - logout will not work!" + f'⚠️ OAuth providers configured ({provider_list}) but OPENID_PROVIDER_URL not set - logout will not work!' ) log.warning( - f"Set OPENID_PROVIDER_URL to your OAuth provider's OpenID Connect discovery endpoint to fix logout functionality." + f"Set OPENID_PROVIDER_URL to your OAuth provider's OpenID Connect discovery endpoint," + f' or set OPENID_END_SESSION_ENDPOINT to a custom logout URL to fix logout functionality.' ) @@ -860,7 +826,7 @@ load_oauth_providers() # Static DIR #################################### -STATIC_DIR = Path(os.getenv("STATIC_DIR", OPEN_WEBUI_DIR / "static")).resolve() +STATIC_DIR = Path(os.getenv('STATIC_DIR', OPEN_WEBUI_DIR / 'static')).resolve() try: if STATIC_DIR.exists(): @@ -873,80 +839,72 @@ try: except Exception as e: pass -for file_path in (FRONTEND_BUILD_DIR / "static").glob("**/*"): +for file_path in (FRONTEND_BUILD_DIR / 'static').glob('**/*'): if file_path.is_file(): - target_path = STATIC_DIR / file_path.relative_to( - (FRONTEND_BUILD_DIR / "static") - ) + target_path = STATIC_DIR / file_path.relative_to((FRONTEND_BUILD_DIR / 'static')) target_path.parent.mkdir(parents=True, exist_ok=True) try: shutil.copyfile(file_path, target_path) except Exception as e: - logging.error(f"An error occurred: {e}") + logging.error(f'An error occurred: {e}') -frontend_favicon = FRONTEND_BUILD_DIR / "static" / "favicon.png" +frontend_favicon = FRONTEND_BUILD_DIR / 'static' / 'favicon.png' if frontend_favicon.exists(): try: - shutil.copyfile(frontend_favicon, STATIC_DIR / "favicon.png") + shutil.copyfile(frontend_favicon, STATIC_DIR / 'favicon.png') except Exception as e: - logging.error(f"An error occurred: {e}") + logging.error(f'An error occurred: {e}') -frontend_splash = FRONTEND_BUILD_DIR / "static" / "splash.png" +frontend_splash = FRONTEND_BUILD_DIR / 'static' / 'splash.png' if frontend_splash.exists(): try: - shutil.copyfile(frontend_splash, STATIC_DIR / "splash.png") + shutil.copyfile(frontend_splash, STATIC_DIR / 'splash.png') except Exception as e: - logging.error(f"An error occurred: {e}") + logging.error(f'An error occurred: {e}') -frontend_loader = FRONTEND_BUILD_DIR / "static" / "loader.js" +frontend_loader = FRONTEND_BUILD_DIR / 'static' / 'loader.js' if frontend_loader.exists(): try: - shutil.copyfile(frontend_loader, STATIC_DIR / "loader.js") + shutil.copyfile(frontend_loader, STATIC_DIR / 'loader.js') except Exception as e: - logging.error(f"An error occurred: {e}") + logging.error(f'An error occurred: {e}') #################################### # CUSTOM_NAME (Legacy) #################################### -CUSTOM_NAME = os.environ.get("CUSTOM_NAME", "") +CUSTOM_NAME = os.environ.get('CUSTOM_NAME', '') if CUSTOM_NAME: try: - r = requests.get(f"https://api.openwebui.com/api/v1/custom/{CUSTOM_NAME}") + r = requests.get(f'https://api.openwebui.com/api/v1/custom/{CUSTOM_NAME}') data = r.json() if r.ok: - if "logo" in data: + if 'logo' in data: WEBUI_FAVICON_URL = url = ( - f"https://api.openwebui.com{data['logo']}" - if data["logo"][0] == "/" - else data["logo"] + f'https://api.openwebui.com{data["logo"]}' if data['logo'][0] == '/' else data['logo'] ) r = requests.get(url, stream=True) if r.status_code == 200: - with open(f"{STATIC_DIR}/favicon.png", "wb") as f: + with open(f'{STATIC_DIR}/favicon.png', 'wb') as f: r.raw.decode_content = True shutil.copyfileobj(r.raw, f) - if "splash" in data: - url = ( - f"https://api.openwebui.com{data['splash']}" - if data["splash"][0] == "/" - else data["splash"] - ) + if 'splash' in data: + url = f'https://api.openwebui.com{data["splash"]}' if data['splash'][0] == '/' else data['splash'] r = requests.get(url, stream=True) if r.status_code == 200: - with open(f"{STATIC_DIR}/splash.png", "wb") as f: + with open(f'{STATIC_DIR}/splash.png', 'wb') as f: r.raw.decode_content = True shutil.copyfileobj(r.raw, f) - WEBUI_NAME = data["name"] + WEBUI_NAME = data['name'] except Exception as e: log.exception(e) pass @@ -956,34 +914,30 @@ if CUSTOM_NAME: # STORAGE PROVIDER #################################### -STORAGE_PROVIDER = os.environ.get("STORAGE_PROVIDER", "local") # defaults to local, s3 +STORAGE_PROVIDER = os.environ.get('STORAGE_PROVIDER', 'local') # defaults to local, s3 -S3_ACCESS_KEY_ID = os.environ.get("S3_ACCESS_KEY_ID", None) -S3_SECRET_ACCESS_KEY = os.environ.get("S3_SECRET_ACCESS_KEY", None) -S3_REGION_NAME = os.environ.get("S3_REGION_NAME", None) -S3_BUCKET_NAME = os.environ.get("S3_BUCKET_NAME", None) -S3_KEY_PREFIX = os.environ.get("S3_KEY_PREFIX", None) -S3_ENDPOINT_URL = os.environ.get("S3_ENDPOINT_URL", None) -S3_USE_ACCELERATE_ENDPOINT = ( - os.environ.get("S3_USE_ACCELERATE_ENDPOINT", "false").lower() == "true" -) -S3_ADDRESSING_STYLE = os.environ.get("S3_ADDRESSING_STYLE", None) -S3_ENABLE_TAGGING = os.getenv("S3_ENABLE_TAGGING", "false").lower() == "true" +S3_ACCESS_KEY_ID = os.environ.get('S3_ACCESS_KEY_ID', None) +S3_SECRET_ACCESS_KEY = os.environ.get('S3_SECRET_ACCESS_KEY', None) +S3_REGION_NAME = os.environ.get('S3_REGION_NAME', None) +S3_BUCKET_NAME = os.environ.get('S3_BUCKET_NAME', None) +S3_KEY_PREFIX = os.environ.get('S3_KEY_PREFIX', None) +S3_ENDPOINT_URL = os.environ.get('S3_ENDPOINT_URL', None) +S3_USE_ACCELERATE_ENDPOINT = os.environ.get('S3_USE_ACCELERATE_ENDPOINT', 'false').lower() == 'true' +S3_ADDRESSING_STYLE = os.environ.get('S3_ADDRESSING_STYLE', None) +S3_ENABLE_TAGGING = os.getenv('S3_ENABLE_TAGGING', 'false').lower() == 'true' -GCS_BUCKET_NAME = os.environ.get("GCS_BUCKET_NAME", None) -GOOGLE_APPLICATION_CREDENTIALS_JSON = os.environ.get( - "GOOGLE_APPLICATION_CREDENTIALS_JSON", None -) +GCS_BUCKET_NAME = os.environ.get('GCS_BUCKET_NAME', None) +GOOGLE_APPLICATION_CREDENTIALS_JSON = os.environ.get('GOOGLE_APPLICATION_CREDENTIALS_JSON', None) -AZURE_STORAGE_ENDPOINT = os.environ.get("AZURE_STORAGE_ENDPOINT", None) -AZURE_STORAGE_CONTAINER_NAME = os.environ.get("AZURE_STORAGE_CONTAINER_NAME", None) -AZURE_STORAGE_KEY = os.environ.get("AZURE_STORAGE_KEY", None) +AZURE_STORAGE_ENDPOINT = os.environ.get('AZURE_STORAGE_ENDPOINT', None) +AZURE_STORAGE_CONTAINER_NAME = os.environ.get('AZURE_STORAGE_CONTAINER_NAME', None) +AZURE_STORAGE_KEY = os.environ.get('AZURE_STORAGE_KEY', None) #################################### # File Upload DIR #################################### -UPLOAD_DIR = DATA_DIR / "uploads" +UPLOAD_DIR = DATA_DIR / 'uploads' UPLOAD_DIR.mkdir(parents=True, exist_ok=True) @@ -991,7 +945,7 @@ UPLOAD_DIR.mkdir(parents=True, exist_ok=True) # Cache DIR #################################### -CACHE_DIR = DATA_DIR / "cache" +CACHE_DIR = DATA_DIR / 'cache' CACHE_DIR.mkdir(parents=True, exist_ok=True) @@ -1000,9 +954,9 @@ CACHE_DIR.mkdir(parents=True, exist_ok=True) #################################### ENABLE_DIRECT_CONNECTIONS = PersistentConfig( - "ENABLE_DIRECT_CONNECTIONS", - "direct.enable", - os.environ.get("ENABLE_DIRECT_CONNECTIONS", "False").lower() == "true", + 'ENABLE_DIRECT_CONNECTIONS', + 'direct.enable', + os.environ.get('ENABLE_DIRECT_CONNECTIONS', 'False').lower() == 'true', ) #################################### @@ -1010,43 +964,35 @@ ENABLE_DIRECT_CONNECTIONS = PersistentConfig( #################################### ENABLE_OLLAMA_API = PersistentConfig( - "ENABLE_OLLAMA_API", - "ollama.enable", - os.environ.get("ENABLE_OLLAMA_API", "True").lower() == "true", + 'ENABLE_OLLAMA_API', + 'ollama.enable', + os.environ.get('ENABLE_OLLAMA_API', 'True').lower() == 'true', ) -OLLAMA_API_BASE_URL = os.environ.get( - "OLLAMA_API_BASE_URL", "http://localhost:11434/api" -) +OLLAMA_API_BASE_URL = os.environ.get('OLLAMA_API_BASE_URL', 'http://localhost:11434/api') -OLLAMA_BASE_URL = os.environ.get("OLLAMA_BASE_URL", "") +OLLAMA_BASE_URL = os.environ.get('OLLAMA_BASE_URL', '') if OLLAMA_BASE_URL: # Remove trailing slash - OLLAMA_BASE_URL = ( - OLLAMA_BASE_URL[:-1] if OLLAMA_BASE_URL.endswith("/") else OLLAMA_BASE_URL - ) + OLLAMA_BASE_URL = OLLAMA_BASE_URL[:-1] if OLLAMA_BASE_URL.endswith('/') else OLLAMA_BASE_URL -K8S_FLAG = os.environ.get("K8S_FLAG", "") -USE_OLLAMA_DOCKER = os.environ.get("USE_OLLAMA_DOCKER", "false") +K8S_FLAG = os.environ.get('K8S_FLAG', '') +USE_OLLAMA_DOCKER = os.environ.get('USE_OLLAMA_DOCKER', 'false') -if OLLAMA_BASE_URL == "" and OLLAMA_API_BASE_URL != "": - OLLAMA_BASE_URL = ( - OLLAMA_API_BASE_URL[:-4] - if OLLAMA_API_BASE_URL.endswith("/api") - else OLLAMA_API_BASE_URL - ) +if OLLAMA_BASE_URL == '' and OLLAMA_API_BASE_URL != '': + OLLAMA_BASE_URL = OLLAMA_API_BASE_URL[:-4] if OLLAMA_API_BASE_URL.endswith('/api') else OLLAMA_API_BASE_URL -if ENV == "prod": - if OLLAMA_BASE_URL == "/ollama" and not K8S_FLAG: - if USE_OLLAMA_DOCKER.lower() == "true": +if ENV == 'prod': + if OLLAMA_BASE_URL == '/ollama' and not K8S_FLAG: + if USE_OLLAMA_DOCKER.lower() == 'true': # if you use all-in-one docker container (Open WebUI + Ollama) # with the docker build arg USE_OLLAMA=true (--build-arg="USE_OLLAMA=true") this only works with http://localhost:11434 - OLLAMA_BASE_URL = "http://localhost:11434" + OLLAMA_BASE_URL = 'http://localhost:11434' else: - OLLAMA_BASE_URL = "http://host.docker.internal:11434" + OLLAMA_BASE_URL = 'http://host.docker.internal:11434' elif K8S_FLAG: - OLLAMA_BASE_URL = "http://ollama-service.open-webui.svc.cluster.local:11434" + OLLAMA_BASE_URL = 'http://ollama-service.open-webui.svc.cluster.local:11434' def _resolve_ollama_base_url(url: str) -> str: @@ -1059,40 +1005,36 @@ def _resolve_ollama_base_url(url: str) -> str: except (OSError, TimeoutError): return False - host = urlparse(url).hostname or "localhost" + host = urlparse(url).hostname or 'localhost' with ThreadPoolExecutor(max_workers=2) as pool: default = pool.submit(reachable, host, 11434) fallback = pool.submit(reachable, host, 12434) if not default.result() and fallback.result(): - url = url.replace(":11434", ":12434") - log.info(f"Ollama port 11434 unreachable on {host}, falling back to 12434") + url = url.replace(':11434', ':12434') + log.info(f'Ollama port 11434 unreachable on {host}, falling back to 12434') elif not default.result(): - log.info(f"Ollama ports 11434 and 12434 both unreachable on {host}") + log.info(f'Ollama ports 11434 and 12434 both unreachable on {host}') return url # Auto-resolve Ollama port when no explicit URL was provided by the user. # The Dockerfile default is "/ollama" which the block above rewrites to :11434. -if os.environ.get("OLLAMA_BASE_URL", "") in ("", "/ollama") and not os.environ.get( - "OLLAMA_BASE_URLS", "" -): +if os.environ.get('OLLAMA_BASE_URL', '') in ('', '/ollama') and not os.environ.get('OLLAMA_BASE_URLS', ''): OLLAMA_BASE_URL = _resolve_ollama_base_url(OLLAMA_BASE_URL) -OLLAMA_BASE_URLS = os.environ.get("OLLAMA_BASE_URLS", "") -OLLAMA_BASE_URLS = OLLAMA_BASE_URLS if OLLAMA_BASE_URLS != "" else OLLAMA_BASE_URL +OLLAMA_BASE_URLS = os.environ.get('OLLAMA_BASE_URLS', '') +OLLAMA_BASE_URLS = OLLAMA_BASE_URLS if OLLAMA_BASE_URLS != '' else OLLAMA_BASE_URL -OLLAMA_BASE_URLS = [url.strip() for url in OLLAMA_BASE_URLS.split(";")] -OLLAMA_BASE_URLS = PersistentConfig( - "OLLAMA_BASE_URLS", "ollama.base_urls", OLLAMA_BASE_URLS -) +OLLAMA_BASE_URLS = [url.strip() for url in OLLAMA_BASE_URLS.split(';')] +OLLAMA_BASE_URLS = PersistentConfig('OLLAMA_BASE_URLS', 'ollama.base_urls', OLLAMA_BASE_URLS) OLLAMA_API_CONFIGS = PersistentConfig( - "OLLAMA_API_CONFIGS", - "ollama.api_configs", + 'OLLAMA_API_CONFIGS', + 'ollama.api_configs', {}, ) @@ -1102,61 +1044,52 @@ OLLAMA_API_CONFIGS = PersistentConfig( ENABLE_OPENAI_API = PersistentConfig( - "ENABLE_OPENAI_API", - "openai.enable", - os.environ.get("ENABLE_OPENAI_API", "True").lower() == "true", + 'ENABLE_OPENAI_API', + 'openai.enable', + os.environ.get('ENABLE_OPENAI_API', 'True').lower() == 'true', ) -OPENAI_API_KEY = os.environ.get("OPENAI_API_KEY", "") -OPENAI_API_BASE_URL = os.environ.get("OPENAI_API_BASE_URL", "") +OPENAI_API_KEY = os.environ.get('OPENAI_API_KEY', '') +OPENAI_API_BASE_URL = os.environ.get('OPENAI_API_BASE_URL', '') -GEMINI_API_KEY = os.environ.get("GEMINI_API_KEY", "") -GEMINI_API_BASE_URL = os.environ.get("GEMINI_API_BASE_URL", "") +GEMINI_API_KEY = os.environ.get('GEMINI_API_KEY', '') +GEMINI_API_BASE_URL = os.environ.get('GEMINI_API_BASE_URL', '') -if OPENAI_API_BASE_URL == "": - OPENAI_API_BASE_URL = "https://api.openai.com/v1" +if OPENAI_API_BASE_URL == '': + OPENAI_API_BASE_URL = 'https://api.openai.com/v1' else: - if OPENAI_API_BASE_URL.endswith("/"): + if OPENAI_API_BASE_URL.endswith('/'): OPENAI_API_BASE_URL = OPENAI_API_BASE_URL[:-1] -OPENAI_API_KEYS = os.environ.get("OPENAI_API_KEYS", "") -OPENAI_API_KEYS = OPENAI_API_KEYS if OPENAI_API_KEYS != "" else OPENAI_API_KEY +OPENAI_API_KEYS = os.environ.get('OPENAI_API_KEYS', '') +OPENAI_API_KEYS = OPENAI_API_KEYS if OPENAI_API_KEYS != '' else OPENAI_API_KEY -OPENAI_API_KEYS = [url.strip() for url in OPENAI_API_KEYS.split(";")] -OPENAI_API_KEYS = PersistentConfig( - "OPENAI_API_KEYS", "openai.api_keys", OPENAI_API_KEYS -) +OPENAI_API_KEYS = [url.strip() for url in OPENAI_API_KEYS.split(';')] +OPENAI_API_KEYS = PersistentConfig('OPENAI_API_KEYS', 'openai.api_keys', OPENAI_API_KEYS) -OPENAI_API_BASE_URLS = os.environ.get("OPENAI_API_BASE_URLS", "") -OPENAI_API_BASE_URLS = ( - OPENAI_API_BASE_URLS if OPENAI_API_BASE_URLS != "" else OPENAI_API_BASE_URL -) +OPENAI_API_BASE_URLS = os.environ.get('OPENAI_API_BASE_URLS', '') +OPENAI_API_BASE_URLS = OPENAI_API_BASE_URLS if OPENAI_API_BASE_URLS != '' else OPENAI_API_BASE_URL OPENAI_API_BASE_URLS = [ - url.strip() if url != "" else "https://api.openai.com/v1" - for url in OPENAI_API_BASE_URLS.split(";") + url.strip() if url != '' else 'https://api.openai.com/v1' for url in OPENAI_API_BASE_URLS.split(';') ] -OPENAI_API_BASE_URLS = PersistentConfig( - "OPENAI_API_BASE_URLS", "openai.api_base_urls", OPENAI_API_BASE_URLS -) +OPENAI_API_BASE_URLS = PersistentConfig('OPENAI_API_BASE_URLS', 'openai.api_base_urls', OPENAI_API_BASE_URLS) OPENAI_API_CONFIGS = PersistentConfig( - "OPENAI_API_CONFIGS", - "openai.api_configs", + 'OPENAI_API_CONFIGS', + 'openai.api_configs', {}, ) # Get the actual OpenAI API key based on the base URL -OPENAI_API_KEY = "" +OPENAI_API_KEY = '' try: - OPENAI_API_KEY = OPENAI_API_KEYS.value[ - OPENAI_API_BASE_URLS.value.index("https://api.openai.com/v1") - ] + OPENAI_API_KEY = OPENAI_API_KEYS.value[OPENAI_API_BASE_URLS.value.index('https://api.openai.com/v1')] except Exception: pass -OPENAI_API_BASE_URL = "https://api.openai.com/v1" +OPENAI_API_BASE_URL = 'https://api.openai.com/v1' #################################### @@ -1164,9 +1097,9 @@ OPENAI_API_BASE_URL = "https://api.openai.com/v1" #################################### ENABLE_BASE_MODELS_CACHE = PersistentConfig( - "ENABLE_BASE_MODELS_CACHE", - "models.base_models_cache", - os.environ.get("ENABLE_BASE_MODELS_CACHE", "False").lower() == "true", + 'ENABLE_BASE_MODELS_CACHE', + 'models.base_models_cache', + os.environ.get('ENABLE_BASE_MODELS_CACHE', 'False').lower() == 'true', ) @@ -1175,17 +1108,15 @@ ENABLE_BASE_MODELS_CACHE = PersistentConfig( #################################### try: - tool_server_connections = json.loads( - os.environ.get("TOOL_SERVER_CONNECTIONS", "[]") - ) + tool_server_connections = json.loads(os.environ.get('TOOL_SERVER_CONNECTIONS', '[]')) except Exception as e: - log.exception(f"Error loading TOOL_SERVER_CONNECTIONS: {e}") + log.exception(f'Error loading TOOL_SERVER_CONNECTIONS: {e}') tool_server_connections = [] TOOL_SERVER_CONNECTIONS = PersistentConfig( - "TOOL_SERVER_CONNECTIONS", - "tool_server.connections", + 'TOOL_SERVER_CONNECTIONS', + 'tool_server.connections', tool_server_connections, ) @@ -1193,13 +1124,11 @@ TOOL_SERVER_CONNECTIONS = PersistentConfig( # TERMINAL_SERVER #################################### -terminal_server_connections = json.loads( - os.environ.get("TERMINAL_SERVER_CONNECTIONS", "[]") -) +terminal_server_connections = json.loads(os.environ.get('TERMINAL_SERVER_CONNECTIONS', '[]')) TERMINAL_SERVER_CONNECTIONS = PersistentConfig( - "TERMINAL_SERVER_CONNECTIONS", - "terminal_server.connections", + 'TERMINAL_SERVER_CONNECTIONS', + 'terminal_server.connections', terminal_server_connections, ) @@ -1208,579 +1137,501 @@ TERMINAL_SERVER_CONNECTIONS = PersistentConfig( #################################### -WEBUI_URL = PersistentConfig("WEBUI_URL", "webui.url", os.environ.get("WEBUI_URL", "")) +WEBUI_URL = PersistentConfig('WEBUI_URL', 'webui.url', os.environ.get('WEBUI_URL', '')) ENABLE_SIGNUP = PersistentConfig( - "ENABLE_SIGNUP", - "ui.enable_signup", - ( - False - if not WEBUI_AUTH - else os.environ.get("ENABLE_SIGNUP", "True").lower() == "true" - ), + 'ENABLE_SIGNUP', + 'ui.enable_signup', + (False if not WEBUI_AUTH else os.environ.get('ENABLE_SIGNUP', 'True').lower() == 'true'), ) ENABLE_LOGIN_FORM = PersistentConfig( - "ENABLE_LOGIN_FORM", - "ui.ENABLE_LOGIN_FORM", - os.environ.get("ENABLE_LOGIN_FORM", "True").lower() == "true", + 'ENABLE_LOGIN_FORM', + 'ui.ENABLE_LOGIN_FORM', + os.environ.get('ENABLE_LOGIN_FORM', 'True').lower() == 'true', ) -ENABLE_PASSWORD_AUTH = os.environ.get("ENABLE_PASSWORD_AUTH", "True").lower() == "true" +ENABLE_PASSWORD_AUTH = os.environ.get('ENABLE_PASSWORD_AUTH', 'True').lower() == 'true' DEFAULT_LOCALE = PersistentConfig( - "DEFAULT_LOCALE", - "ui.default_locale", - os.environ.get("DEFAULT_LOCALE", ""), + 'DEFAULT_LOCALE', + 'ui.default_locale', + os.environ.get('DEFAULT_LOCALE', ''), ) -DEFAULT_MODELS = PersistentConfig( - "DEFAULT_MODELS", "ui.default_models", os.environ.get("DEFAULT_MODELS", None) -) +DEFAULT_MODELS = PersistentConfig('DEFAULT_MODELS', 'ui.default_models', os.environ.get('DEFAULT_MODELS', None)) DEFAULT_PINNED_MODELS = PersistentConfig( - "DEFAULT_PINNED_MODELS", - "ui.default_pinned_models", - os.environ.get("DEFAULT_PINNED_MODELS", None), + 'DEFAULT_PINNED_MODELS', + 'ui.default_pinned_models', + os.environ.get('DEFAULT_PINNED_MODELS', None), ) try: - default_prompt_suggestions = json.loads( - os.environ.get("DEFAULT_PROMPT_SUGGESTIONS", "[]") - ) + default_prompt_suggestions = json.loads(os.environ.get('DEFAULT_PROMPT_SUGGESTIONS', '[]')) except Exception as e: - log.exception(f"Error loading DEFAULT_PROMPT_SUGGESTIONS: {e}") + log.exception(f'Error loading DEFAULT_PROMPT_SUGGESTIONS: {e}') default_prompt_suggestions = [] if default_prompt_suggestions == []: default_prompt_suggestions = [ { - "title": ["Help me study", "vocabulary for a college entrance exam"], - "content": "Help me study vocabulary: write a sentence for me to fill in the blank, and I'll try to pick the correct option.", + 'title': ['Help me study', 'vocabulary for a college entrance exam'], + 'content': "Help me study vocabulary: write a sentence for me to fill in the blank, and I'll try to pick the correct option.", }, { - "title": ["Give me ideas", "for what to do with my kids' art"], - "content": "What are 5 creative things I could do with my kids' art? I don't want to throw them away, but it's also so much clutter.", + 'title': ['Give me ideas', "for what to do with my kids' art"], + 'content': "What are 5 creative things I could do with my kids' art? I don't want to throw them away, but it's also so much clutter.", }, { - "title": ["Tell me a fun fact", "about the Roman Empire"], - "content": "Tell me a random fun fact about the Roman Empire", + 'title': ['Tell me a fun fact', 'about the Roman Empire'], + 'content': 'Tell me a random fun fact about the Roman Empire', }, { - "title": ["Show me a code snippet", "of a website's sticky header"], - "content": "Show me a code snippet of a website's sticky header in CSS and JavaScript.", + 'title': ['Show me a code snippet', "of a website's sticky header"], + 'content': "Show me a code snippet of a website's sticky header in CSS and JavaScript.", }, { - "title": [ - "Explain options trading", + 'title': [ + 'Explain options trading', "if I'm familiar with buying and selling stocks", ], - "content": "Explain options trading in simple terms if I'm familiar with buying and selling stocks.", + 'content': "Explain options trading in simple terms if I'm familiar with buying and selling stocks.", }, { - "title": ["Overcome procrastination", "give me tips"], - "content": "Could you start by asking me about instances when I procrastinate the most and then give me some suggestions to overcome it?", + 'title': ['Overcome procrastination', 'give me tips'], + 'content': 'Could you start by asking me about instances when I procrastinate the most and then give me some suggestions to overcome it?', }, ] DEFAULT_PROMPT_SUGGESTIONS = PersistentConfig( - "DEFAULT_PROMPT_SUGGESTIONS", - "ui.prompt_suggestions", + 'DEFAULT_PROMPT_SUGGESTIONS', + 'ui.prompt_suggestions', default_prompt_suggestions, ) MODEL_ORDER_LIST = PersistentConfig( - "MODEL_ORDER_LIST", - "ui.model_order_list", + 'MODEL_ORDER_LIST', + 'ui.model_order_list', [], ) DEFAULT_MODEL_METADATA = PersistentConfig( - "DEFAULT_MODEL_METADATA", - "models.default_metadata", + 'DEFAULT_MODEL_METADATA', + 'models.default_metadata', {}, ) +try: + default_model_params = json.loads(os.environ.get('DEFAULT_MODEL_PARAMS', '{}')) +except Exception as e: + log.exception(f'Error loading DEFAULT_MODEL_PARAMS: {e}') + default_model_params = {} + DEFAULT_MODEL_PARAMS = PersistentConfig( - "DEFAULT_MODEL_PARAMS", - "models.default_params", - {}, + 'DEFAULT_MODEL_PARAMS', + 'models.default_params', + default_model_params, ) DEFAULT_USER_ROLE = PersistentConfig( - "DEFAULT_USER_ROLE", - "ui.default_user_role", - os.getenv("DEFAULT_USER_ROLE", "pending"), + 'DEFAULT_USER_ROLE', + 'ui.default_user_role', + os.getenv('DEFAULT_USER_ROLE', 'pending'), ) DEFAULT_GROUP_ID = PersistentConfig( - "DEFAULT_GROUP_ID", - "ui.default_group_id", - os.environ.get("DEFAULT_GROUP_ID", ""), + 'DEFAULT_GROUP_ID', + 'ui.default_group_id', + os.environ.get('DEFAULT_GROUP_ID', ''), ) PENDING_USER_OVERLAY_TITLE = PersistentConfig( - "PENDING_USER_OVERLAY_TITLE", - "ui.pending_user_overlay_title", - os.environ.get("PENDING_USER_OVERLAY_TITLE", ""), + 'PENDING_USER_OVERLAY_TITLE', + 'ui.pending_user_overlay_title', + os.environ.get('PENDING_USER_OVERLAY_TITLE', ''), ) PENDING_USER_OVERLAY_CONTENT = PersistentConfig( - "PENDING_USER_OVERLAY_CONTENT", - "ui.pending_user_overlay_content", - os.environ.get("PENDING_USER_OVERLAY_CONTENT", ""), + 'PENDING_USER_OVERLAY_CONTENT', + 'ui.pending_user_overlay_content', + os.environ.get('PENDING_USER_OVERLAY_CONTENT', ''), ) RESPONSE_WATERMARK = PersistentConfig( - "RESPONSE_WATERMARK", - "ui.watermark", - os.environ.get("RESPONSE_WATERMARK", ""), + 'RESPONSE_WATERMARK', + 'ui.watermark', + os.environ.get('RESPONSE_WATERMARK', ''), ) USER_PERMISSIONS_WORKSPACE_MODELS_ACCESS = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_MODELS_ACCESS", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_MODELS_ACCESS', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ACCESS = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ACCESS", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ACCESS', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_PROMPTS_ACCESS = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_PROMPTS_ACCESS", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_PROMPTS_ACCESS', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_TOOLS_ACCESS = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_TOOLS_ACCESS", "False").lower() == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_TOOLS_ACCESS', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_SKILLS_ACCESS = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_SKILLS_ACCESS", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_SKILLS_ACCESS', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_MODELS_IMPORT = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_MODELS_IMPORT", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_MODELS_IMPORT', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_MODELS_EXPORT = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_MODELS_EXPORT", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_MODELS_EXPORT', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_PROMPTS_IMPORT = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_PROMPTS_IMPORT", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_PROMPTS_IMPORT', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_PROMPTS_EXPORT = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_PROMPTS_EXPORT", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_PROMPTS_EXPORT', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_TOOLS_IMPORT = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_TOOLS_IMPORT", "False").lower() == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_TOOLS_IMPORT', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_TOOLS_EXPORT = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_TOOLS_EXPORT", "False").lower() == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_TOOLS_EXPORT', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_SHARING = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_SHARING", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_PUBLIC_SHARING = ( - os.environ.get( - "USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_PUBLIC_SHARING", "False" - ).lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_PUBLIC_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_SHARING = ( - os.environ.get( - "USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_SHARING", "False" - ).lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_PUBLIC_SHARING = ( - os.environ.get( - "USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_PUBLIC_SHARING", "False" - ).lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_PUBLIC_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_SHARING = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_SHARING", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_PUBLIC_SHARING = ( - os.environ.get( - "USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_PUBLIC_SHARING", "False" - ).lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_PUBLIC_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_SHARING = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_SHARING", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_PUBLIC_SHARING = ( - os.environ.get( - "USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_PUBLIC_SHARING", "False" - ).lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_PUBLIC_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_SHARING = ( - os.environ.get("USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_SHARING", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_PUBLIC_SHARING = ( - os.environ.get( - "USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_PUBLIC_SHARING", "False" - ).lower() - == "true" + os.environ.get('USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_PUBLIC_SHARING', 'False').lower() == 'true' ) -USER_PERMISSIONS_NOTES_ALLOW_SHARING = ( - os.environ.get("USER_PERMISSIONS_NOTES_ALLOW_SHARING", "False").lower() == "true" -) +USER_PERMISSIONS_NOTES_ALLOW_SHARING = os.environ.get('USER_PERMISSIONS_NOTES_ALLOW_SHARING', 'False').lower() == 'true' USER_PERMISSIONS_NOTES_ALLOW_PUBLIC_SHARING = ( - os.environ.get("USER_PERMISSIONS_NOTES_ALLOW_PUBLIC_SHARING", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_NOTES_ALLOW_PUBLIC_SHARING', 'False').lower() == 'true' ) USER_PERMISSIONS_ACCESS_GRANTS_ALLOW_USERS = ( - os.environ.get("USER_PERMISSIONS_ACCESS_GRANTS_ALLOW_USERS", "True").lower() - == "true" + os.environ.get('USER_PERMISSIONS_ACCESS_GRANTS_ALLOW_USERS', 'True').lower() == 'true' ) -USER_PERMISSIONS_CHAT_CONTROLS = ( - os.environ.get("USER_PERMISSIONS_CHAT_CONTROLS", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_CONTROLS = os.environ.get('USER_PERMISSIONS_CHAT_CONTROLS', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_VALVES = ( - os.environ.get("USER_PERMISSIONS_CHAT_VALVES", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_VALVES = os.environ.get('USER_PERMISSIONS_CHAT_VALVES', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_SYSTEM_PROMPT = ( - os.environ.get("USER_PERMISSIONS_CHAT_SYSTEM_PROMPT", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_SYSTEM_PROMPT = os.environ.get('USER_PERMISSIONS_CHAT_SYSTEM_PROMPT', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_PARAMS = ( - os.environ.get("USER_PERMISSIONS_CHAT_PARAMS", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_PARAMS = os.environ.get('USER_PERMISSIONS_CHAT_PARAMS', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_FILE_UPLOAD = ( - os.environ.get("USER_PERMISSIONS_CHAT_FILE_UPLOAD", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_FILE_UPLOAD = os.environ.get('USER_PERMISSIONS_CHAT_FILE_UPLOAD', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_WEB_UPLOAD = ( - os.environ.get("USER_PERMISSIONS_CHAT_WEB_UPLOAD", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_WEB_UPLOAD = os.environ.get('USER_PERMISSIONS_CHAT_WEB_UPLOAD', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_DELETE = ( - os.environ.get("USER_PERMISSIONS_CHAT_DELETE", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_DELETE = os.environ.get('USER_PERMISSIONS_CHAT_DELETE', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_DELETE_MESSAGE = ( - os.environ.get("USER_PERMISSIONS_CHAT_DELETE_MESSAGE", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_DELETE_MESSAGE = os.environ.get('USER_PERMISSIONS_CHAT_DELETE_MESSAGE', 'True').lower() == 'true' USER_PERMISSIONS_CHAT_CONTINUE_RESPONSE = ( - os.environ.get("USER_PERMISSIONS_CHAT_CONTINUE_RESPONSE", "True").lower() == "true" + os.environ.get('USER_PERMISSIONS_CHAT_CONTINUE_RESPONSE', 'True').lower() == 'true' ) USER_PERMISSIONS_CHAT_REGENERATE_RESPONSE = ( - os.environ.get("USER_PERMISSIONS_CHAT_REGENERATE_RESPONSE", "True").lower() - == "true" + os.environ.get('USER_PERMISSIONS_CHAT_REGENERATE_RESPONSE', 'True').lower() == 'true' ) -USER_PERMISSIONS_CHAT_RATE_RESPONSE = ( - os.environ.get("USER_PERMISSIONS_CHAT_RATE_RESPONSE", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_RATE_RESPONSE = os.environ.get('USER_PERMISSIONS_CHAT_RATE_RESPONSE', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_EDIT = ( - os.environ.get("USER_PERMISSIONS_CHAT_EDIT", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_EDIT = os.environ.get('USER_PERMISSIONS_CHAT_EDIT', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_SHARE = ( - os.environ.get("USER_PERMISSIONS_CHAT_SHARE", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_SHARE = os.environ.get('USER_PERMISSIONS_CHAT_SHARE', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_EXPORT = ( - os.environ.get("USER_PERMISSIONS_CHAT_EXPORT", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_EXPORT = os.environ.get('USER_PERMISSIONS_CHAT_EXPORT', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_STT = ( - os.environ.get("USER_PERMISSIONS_CHAT_STT", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_STT = os.environ.get('USER_PERMISSIONS_CHAT_STT', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_TTS = ( - os.environ.get("USER_PERMISSIONS_CHAT_TTS", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_TTS = os.environ.get('USER_PERMISSIONS_CHAT_TTS', 'True').lower() == 'true' -USER_PERMISSIONS_CHAT_CALL = ( - os.environ.get("USER_PERMISSIONS_CHAT_CALL", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_CALL = os.environ.get('USER_PERMISSIONS_CHAT_CALL', 'True').lower() == 'true' USER_PERMISSIONS_CHAT_MULTIPLE_MODELS = ( - os.environ.get("USER_PERMISSIONS_CHAT_MULTIPLE_MODELS", "True").lower() == "true" + os.environ.get('USER_PERMISSIONS_CHAT_MULTIPLE_MODELS', 'True').lower() == 'true' ) -USER_PERMISSIONS_CHAT_TEMPORARY = ( - os.environ.get("USER_PERMISSIONS_CHAT_TEMPORARY", "True").lower() == "true" -) +USER_PERMISSIONS_CHAT_TEMPORARY = os.environ.get('USER_PERMISSIONS_CHAT_TEMPORARY', 'True').lower() == 'true' USER_PERMISSIONS_CHAT_TEMPORARY_ENFORCED = ( - os.environ.get("USER_PERMISSIONS_CHAT_TEMPORARY_ENFORCED", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_CHAT_TEMPORARY_ENFORCED', 'False').lower() == 'true' ) USER_PERMISSIONS_FEATURES_DIRECT_TOOL_SERVERS = ( - os.environ.get("USER_PERMISSIONS_FEATURES_DIRECT_TOOL_SERVERS", "False").lower() - == "true" + os.environ.get('USER_PERMISSIONS_FEATURES_DIRECT_TOOL_SERVERS', 'False').lower() == 'true' ) -USER_PERMISSIONS_FEATURES_WEB_SEARCH = ( - os.environ.get("USER_PERMISSIONS_FEATURES_WEB_SEARCH", "True").lower() == "true" -) +USER_PERMISSIONS_FEATURES_WEB_SEARCH = os.environ.get('USER_PERMISSIONS_FEATURES_WEB_SEARCH', 'True').lower() == 'true' USER_PERMISSIONS_FEATURES_IMAGE_GENERATION = ( - os.environ.get("USER_PERMISSIONS_FEATURES_IMAGE_GENERATION", "True").lower() - == "true" + os.environ.get('USER_PERMISSIONS_FEATURES_IMAGE_GENERATION', 'True').lower() == 'true' ) USER_PERMISSIONS_FEATURES_CODE_INTERPRETER = ( - os.environ.get("USER_PERMISSIONS_FEATURES_CODE_INTERPRETER", "True").lower() - == "true" + os.environ.get('USER_PERMISSIONS_FEATURES_CODE_INTERPRETER', 'True').lower() == 'true' ) -USER_PERMISSIONS_FEATURES_FOLDERS = ( - os.environ.get("USER_PERMISSIONS_FEATURES_FOLDERS", "True").lower() == "true" -) +USER_PERMISSIONS_FEATURES_FOLDERS = os.environ.get('USER_PERMISSIONS_FEATURES_FOLDERS', 'True').lower() == 'true' -USER_PERMISSIONS_FEATURES_NOTES = ( - os.environ.get("USER_PERMISSIONS_FEATURES_NOTES", "True").lower() == "true" -) +USER_PERMISSIONS_FEATURES_NOTES = os.environ.get('USER_PERMISSIONS_FEATURES_NOTES', 'True').lower() == 'true' -USER_PERMISSIONS_FEATURES_CHANNELS = ( - os.environ.get("USER_PERMISSIONS_FEATURES_CHANNELS", "True").lower() == "true" -) +USER_PERMISSIONS_FEATURES_CHANNELS = os.environ.get('USER_PERMISSIONS_FEATURES_CHANNELS', 'True').lower() == 'true' -USER_PERMISSIONS_FEATURES_API_KEYS = ( - os.environ.get("USER_PERMISSIONS_FEATURES_API_KEYS", "False").lower() == "true" -) +USER_PERMISSIONS_FEATURES_API_KEYS = os.environ.get('USER_PERMISSIONS_FEATURES_API_KEYS', 'False').lower() == 'true' -USER_PERMISSIONS_FEATURES_MEMORIES = ( - os.environ.get("USER_PERMISSIONS_FEATURES_MEMORIES", "True").lower() == "true" +USER_PERMISSIONS_FEATURES_MEMORIES = os.environ.get('USER_PERMISSIONS_FEATURES_MEMORIES', 'True').lower() == 'true' + +USER_PERMISSIONS_FEATURES_AUTOMATIONS = ( + os.environ.get('USER_PERMISSIONS_FEATURES_AUTOMATIONS', 'False').lower() == 'true' ) -USER_PERMISSIONS_SETTINGS_INTERFACE = ( - os.environ.get("USER_PERMISSIONS_SETTINGS_INTERFACE", "True").lower() == "true" -) +USER_PERMISSIONS_SETTINGS_INTERFACE = os.environ.get('USER_PERMISSIONS_SETTINGS_INTERFACE', 'True').lower() == 'true' DEFAULT_USER_PERMISSIONS = { - "workspace": { - "models": USER_PERMISSIONS_WORKSPACE_MODELS_ACCESS, - "knowledge": USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ACCESS, - "prompts": USER_PERMISSIONS_WORKSPACE_PROMPTS_ACCESS, - "tools": USER_PERMISSIONS_WORKSPACE_TOOLS_ACCESS, - "skills": USER_PERMISSIONS_WORKSPACE_SKILLS_ACCESS, - "models_import": USER_PERMISSIONS_WORKSPACE_MODELS_IMPORT, - "models_export": USER_PERMISSIONS_WORKSPACE_MODELS_EXPORT, - "prompts_import": USER_PERMISSIONS_WORKSPACE_PROMPTS_IMPORT, - "prompts_export": USER_PERMISSIONS_WORKSPACE_PROMPTS_EXPORT, - "tools_import": USER_PERMISSIONS_WORKSPACE_TOOLS_IMPORT, - "tools_export": USER_PERMISSIONS_WORKSPACE_TOOLS_EXPORT, + 'workspace': { + 'models': USER_PERMISSIONS_WORKSPACE_MODELS_ACCESS, + 'knowledge': USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ACCESS, + 'prompts': USER_PERMISSIONS_WORKSPACE_PROMPTS_ACCESS, + 'tools': USER_PERMISSIONS_WORKSPACE_TOOLS_ACCESS, + 'skills': USER_PERMISSIONS_WORKSPACE_SKILLS_ACCESS, + 'models_import': USER_PERMISSIONS_WORKSPACE_MODELS_IMPORT, + 'models_export': USER_PERMISSIONS_WORKSPACE_MODELS_EXPORT, + 'prompts_import': USER_PERMISSIONS_WORKSPACE_PROMPTS_IMPORT, + 'prompts_export': USER_PERMISSIONS_WORKSPACE_PROMPTS_EXPORT, + 'tools_import': USER_PERMISSIONS_WORKSPACE_TOOLS_IMPORT, + 'tools_export': USER_PERMISSIONS_WORKSPACE_TOOLS_EXPORT, }, - "sharing": { - "models": USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_SHARING, - "public_models": USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_PUBLIC_SHARING, - "knowledge": USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_SHARING, - "public_knowledge": USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_PUBLIC_SHARING, - "prompts": USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_SHARING, - "public_prompts": USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_PUBLIC_SHARING, - "tools": USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_SHARING, - "public_tools": USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_PUBLIC_SHARING, - "skills": USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_SHARING, - "public_skills": USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_PUBLIC_SHARING, - "notes": USER_PERMISSIONS_NOTES_ALLOW_SHARING, - "public_notes": USER_PERMISSIONS_NOTES_ALLOW_PUBLIC_SHARING, + 'sharing': { + 'models': USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_SHARING, + 'public_models': USER_PERMISSIONS_WORKSPACE_MODELS_ALLOW_PUBLIC_SHARING, + 'knowledge': USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_SHARING, + 'public_knowledge': USER_PERMISSIONS_WORKSPACE_KNOWLEDGE_ALLOW_PUBLIC_SHARING, + 'prompts': USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_SHARING, + 'public_prompts': USER_PERMISSIONS_WORKSPACE_PROMPTS_ALLOW_PUBLIC_SHARING, + 'tools': USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_SHARING, + 'public_tools': USER_PERMISSIONS_WORKSPACE_TOOLS_ALLOW_PUBLIC_SHARING, + 'skills': USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_SHARING, + 'public_skills': USER_PERMISSIONS_WORKSPACE_SKILLS_ALLOW_PUBLIC_SHARING, + 'notes': USER_PERMISSIONS_NOTES_ALLOW_SHARING, + 'public_notes': USER_PERMISSIONS_NOTES_ALLOW_PUBLIC_SHARING, }, - "access_grants": { - "allow_users": USER_PERMISSIONS_ACCESS_GRANTS_ALLOW_USERS, + 'access_grants': { + 'allow_users': USER_PERMISSIONS_ACCESS_GRANTS_ALLOW_USERS, }, - "chat": { - "controls": USER_PERMISSIONS_CHAT_CONTROLS, - "valves": USER_PERMISSIONS_CHAT_VALVES, - "system_prompt": USER_PERMISSIONS_CHAT_SYSTEM_PROMPT, - "params": USER_PERMISSIONS_CHAT_PARAMS, - "file_upload": USER_PERMISSIONS_CHAT_FILE_UPLOAD, - "web_upload": USER_PERMISSIONS_CHAT_WEB_UPLOAD, - "delete": USER_PERMISSIONS_CHAT_DELETE, - "delete_message": USER_PERMISSIONS_CHAT_DELETE_MESSAGE, - "continue_response": USER_PERMISSIONS_CHAT_CONTINUE_RESPONSE, - "regenerate_response": USER_PERMISSIONS_CHAT_REGENERATE_RESPONSE, - "rate_response": USER_PERMISSIONS_CHAT_RATE_RESPONSE, - "edit": USER_PERMISSIONS_CHAT_EDIT, - "share": USER_PERMISSIONS_CHAT_SHARE, - "export": USER_PERMISSIONS_CHAT_EXPORT, - "stt": USER_PERMISSIONS_CHAT_STT, - "tts": USER_PERMISSIONS_CHAT_TTS, - "call": USER_PERMISSIONS_CHAT_CALL, - "multiple_models": USER_PERMISSIONS_CHAT_MULTIPLE_MODELS, - "temporary": USER_PERMISSIONS_CHAT_TEMPORARY, - "temporary_enforced": USER_PERMISSIONS_CHAT_TEMPORARY_ENFORCED, + 'chat': { + 'controls': USER_PERMISSIONS_CHAT_CONTROLS, + 'valves': USER_PERMISSIONS_CHAT_VALVES, + 'system_prompt': USER_PERMISSIONS_CHAT_SYSTEM_PROMPT, + 'params': USER_PERMISSIONS_CHAT_PARAMS, + 'file_upload': USER_PERMISSIONS_CHAT_FILE_UPLOAD, + 'web_upload': USER_PERMISSIONS_CHAT_WEB_UPLOAD, + 'delete': USER_PERMISSIONS_CHAT_DELETE, + 'delete_message': USER_PERMISSIONS_CHAT_DELETE_MESSAGE, + 'continue_response': USER_PERMISSIONS_CHAT_CONTINUE_RESPONSE, + 'regenerate_response': USER_PERMISSIONS_CHAT_REGENERATE_RESPONSE, + 'rate_response': USER_PERMISSIONS_CHAT_RATE_RESPONSE, + 'edit': USER_PERMISSIONS_CHAT_EDIT, + 'share': USER_PERMISSIONS_CHAT_SHARE, + 'export': USER_PERMISSIONS_CHAT_EXPORT, + 'stt': USER_PERMISSIONS_CHAT_STT, + 'tts': USER_PERMISSIONS_CHAT_TTS, + 'call': USER_PERMISSIONS_CHAT_CALL, + 'multiple_models': USER_PERMISSIONS_CHAT_MULTIPLE_MODELS, + 'temporary': USER_PERMISSIONS_CHAT_TEMPORARY, + 'temporary_enforced': USER_PERMISSIONS_CHAT_TEMPORARY_ENFORCED, }, - "features": { + 'features': { # General features - "api_keys": USER_PERMISSIONS_FEATURES_API_KEYS, - "notes": USER_PERMISSIONS_FEATURES_NOTES, - "folders": USER_PERMISSIONS_FEATURES_FOLDERS, - "channels": USER_PERMISSIONS_FEATURES_CHANNELS, - "direct_tool_servers": USER_PERMISSIONS_FEATURES_DIRECT_TOOL_SERVERS, + 'api_keys': USER_PERMISSIONS_FEATURES_API_KEYS, + 'notes': USER_PERMISSIONS_FEATURES_NOTES, + 'folders': USER_PERMISSIONS_FEATURES_FOLDERS, + 'channels': USER_PERMISSIONS_FEATURES_CHANNELS, + 'direct_tool_servers': USER_PERMISSIONS_FEATURES_DIRECT_TOOL_SERVERS, # Chat features - "web_search": USER_PERMISSIONS_FEATURES_WEB_SEARCH, - "image_generation": USER_PERMISSIONS_FEATURES_IMAGE_GENERATION, - "code_interpreter": USER_PERMISSIONS_FEATURES_CODE_INTERPRETER, - "memories": USER_PERMISSIONS_FEATURES_MEMORIES, + 'web_search': USER_PERMISSIONS_FEATURES_WEB_SEARCH, + 'image_generation': USER_PERMISSIONS_FEATURES_IMAGE_GENERATION, + 'code_interpreter': USER_PERMISSIONS_FEATURES_CODE_INTERPRETER, + 'memories': USER_PERMISSIONS_FEATURES_MEMORIES, + 'automations': USER_PERMISSIONS_FEATURES_AUTOMATIONS, }, - "settings": { - "interface": USER_PERMISSIONS_SETTINGS_INTERFACE, + 'settings': { + 'interface': USER_PERMISSIONS_SETTINGS_INTERFACE, }, } USER_PERMISSIONS = PersistentConfig( - "USER_PERMISSIONS", - "user.permissions", + 'USER_PERMISSIONS', + 'user.permissions', DEFAULT_USER_PERMISSIONS, ) ENABLE_FOLDERS = PersistentConfig( - "ENABLE_FOLDERS", - "folders.enable", - os.environ.get("ENABLE_FOLDERS", "True").lower() == "true", + 'ENABLE_FOLDERS', + 'folders.enable', + os.environ.get('ENABLE_FOLDERS', 'True').lower() == 'true', ) FOLDER_MAX_FILE_COUNT = PersistentConfig( - "FOLDER_MAX_FILE_COUNT", - "folders.max_file_count", - os.environ.get("FOLDER_MAX_FILE_COUNT", ""), + 'FOLDER_MAX_FILE_COUNT', + 'folders.max_file_count', + os.environ.get('FOLDER_MAX_FILE_COUNT', ''), ) ENABLE_CHANNELS = PersistentConfig( - "ENABLE_CHANNELS", - "channels.enable", - os.environ.get("ENABLE_CHANNELS", "False").lower() == "true", + 'ENABLE_CHANNELS', + 'channels.enable', + os.environ.get('ENABLE_CHANNELS', 'False').lower() == 'true', +) + +AUTOMATION_MAX_COUNT = PersistentConfig( + 'AUTOMATION_MAX_COUNT', + 'automations.max_count', + os.environ.get('AUTOMATION_MAX_COUNT', ''), +) + +AUTOMATION_MIN_INTERVAL = PersistentConfig( + 'AUTOMATION_MIN_INTERVAL', + 'automations.min_interval', + os.environ.get('AUTOMATION_MIN_INTERVAL', ''), ) ENABLE_NOTES = PersistentConfig( - "ENABLE_NOTES", - "notes.enable", - os.environ.get("ENABLE_NOTES", "True").lower() == "true", + 'ENABLE_NOTES', + 'notes.enable', + os.environ.get('ENABLE_NOTES', 'True').lower() == 'true', ) ENABLE_USER_STATUS = PersistentConfig( - "ENABLE_USER_STATUS", - "users.enable_status", - os.environ.get("ENABLE_USER_STATUS", "True").lower() == "true", + 'ENABLE_USER_STATUS', + 'users.enable_status', + os.environ.get('ENABLE_USER_STATUS', 'True').lower() == 'true', ) ENABLE_EVALUATION_ARENA_MODELS = PersistentConfig( - "ENABLE_EVALUATION_ARENA_MODELS", - "evaluation.arena.enable", - os.environ.get("ENABLE_EVALUATION_ARENA_MODELS", "True").lower() == "true", + 'ENABLE_EVALUATION_ARENA_MODELS', + 'evaluation.arena.enable', + os.environ.get('ENABLE_EVALUATION_ARENA_MODELS', 'True').lower() == 'true', ) EVALUATION_ARENA_MODELS = PersistentConfig( - "EVALUATION_ARENA_MODELS", - "evaluation.arena.models", + 'EVALUATION_ARENA_MODELS', + 'evaluation.arena.models', [], ) DEFAULT_ARENA_MODEL = { - "id": "arena-model", - "name": "Arena Model", - "meta": { - "profile_image_url": "/favicon.png", - "description": "Submit your questions to anonymous AI chatbots and vote on the best response.", - "model_ids": None, + 'id': 'arena-model', + 'name': 'Arena Model', + 'meta': { + 'profile_image_url': '/favicon.png', + 'description': 'Submit your questions to anonymous AI chatbots and vote on the best response.', + 'model_ids': None, }, } -WEBHOOK_URL = PersistentConfig( - "WEBHOOK_URL", "webhook_url", os.environ.get("WEBHOOK_URL", "") -) +WEBHOOK_URL = PersistentConfig('WEBHOOK_URL', 'webhook_url', os.environ.get('WEBHOOK_URL', '')) -ENABLE_ADMIN_EXPORT = os.environ.get("ENABLE_ADMIN_EXPORT", "True").lower() == "true" +ENABLE_ADMIN_EXPORT = os.environ.get('ENABLE_ADMIN_EXPORT', 'True').lower() == 'true' ENABLE_ADMIN_WORKSPACE_CONTENT_ACCESS = ( - os.environ.get("ENABLE_ADMIN_WORKSPACE_CONTENT_ACCESS", "True").lower() == "true" + os.environ.get('ENABLE_ADMIN_WORKSPACE_CONTENT_ACCESS', 'True').lower() == 'true' ) BYPASS_ADMIN_ACCESS_CONTROL = ( os.environ.get( - "BYPASS_ADMIN_ACCESS_CONTROL", - os.environ.get("ENABLE_ADMIN_WORKSPACE_CONTENT_ACCESS", "True"), + 'BYPASS_ADMIN_ACCESS_CONTROL', + os.environ.get('ENABLE_ADMIN_WORKSPACE_CONTENT_ACCESS', 'True'), ).lower() - == "true" + == 'true' ) -ENABLE_ADMIN_CHAT_ACCESS = ( - os.environ.get("ENABLE_ADMIN_CHAT_ACCESS", "True").lower() == "true" -) +ENABLE_ADMIN_CHAT_ACCESS = os.environ.get('ENABLE_ADMIN_CHAT_ACCESS', 'True').lower() == 'true' -ENABLE_ADMIN_ANALYTICS = ( - os.environ.get("ENABLE_ADMIN_ANALYTICS", "True").lower() == "true" -) +ENABLE_ADMIN_ANALYTICS = os.environ.get('ENABLE_ADMIN_ANALYTICS', 'True').lower() == 'true' ENABLE_COMMUNITY_SHARING = PersistentConfig( - "ENABLE_COMMUNITY_SHARING", - "ui.enable_community_sharing", - os.environ.get("ENABLE_COMMUNITY_SHARING", "True").lower() == "true", + 'ENABLE_COMMUNITY_SHARING', + 'ui.enable_community_sharing', + os.environ.get('ENABLE_COMMUNITY_SHARING', 'True').lower() == 'true', ) ENABLE_MESSAGE_RATING = PersistentConfig( - "ENABLE_MESSAGE_RATING", - "ui.enable_message_rating", - os.environ.get("ENABLE_MESSAGE_RATING", "True").lower() == "true", + 'ENABLE_MESSAGE_RATING', + 'ui.enable_message_rating', + os.environ.get('ENABLE_MESSAGE_RATING', 'True').lower() == 'true', ) ENABLE_USER_WEBHOOKS = PersistentConfig( - "ENABLE_USER_WEBHOOKS", - "ui.enable_user_webhooks", - os.environ.get("ENABLE_USER_WEBHOOKS", "True").lower() == "true", + 'ENABLE_USER_WEBHOOKS', + 'ui.enable_user_webhooks', + os.environ.get('ENABLE_USER_WEBHOOKS', 'False').lower() == 'true', ) # FastAPI / AnyIO settings -THREAD_POOL_SIZE = os.getenv("THREAD_POOL_SIZE", None) +THREAD_POOL_SIZE = os.getenv('THREAD_POOL_SIZE', None) if THREAD_POOL_SIZE is not None and isinstance(THREAD_POOL_SIZE, str): try: THREAD_POOL_SIZE = int(THREAD_POOL_SIZE) except ValueError: - log.warning( - f"THREAD_POOL_SIZE is not a valid integer: {THREAD_POOL_SIZE}. Defaulting to None." - ) + log.warning(f'THREAD_POOL_SIZE is not a valid integer: {THREAD_POOL_SIZE}. Defaulting to None.') THREAD_POOL_SIZE = None @@ -1788,7 +1639,7 @@ def validate_cors_origin(origin): parsed_url = urlparse(origin) # Check if the scheme is either http or https, or a custom scheme - schemes = ["http", "https"] + CORS_ALLOW_CUSTOM_SCHEME + schemes = ['http', 'https'] + CORS_ALLOW_CUSTOM_SCHEME if parsed_url.scheme not in schemes: raise ValueError( f"Invalid scheme in CORS_ALLOW_ORIGIN: '{origin}'. Only 'http' and 'https' and CORS_ALLOW_CUSTOM_SCHEME are allowed." @@ -1804,17 +1655,15 @@ def validate_cors_origin(origin): # To test CORS_ALLOW_ORIGIN locally, you can set something like # CORS_ALLOW_ORIGIN=http://localhost:5173;http://localhost:8080 # in your .env file depending on your frontend port, 5173 in this case. -CORS_ALLOW_ORIGIN = os.environ.get("CORS_ALLOW_ORIGIN", "*").split(";") +CORS_ALLOW_ORIGIN = os.environ.get('CORS_ALLOW_ORIGIN', '*').split(';') # Allows custom URL schemes (e.g., app://) to be used as origins for CORS. # Useful for local development or desktop clients with schemes like app:// or other custom protocols. # Provide a semicolon-separated list of allowed schemes in the environment variable CORS_ALLOW_CUSTOM_SCHEMES. -CORS_ALLOW_CUSTOM_SCHEME = os.environ.get("CORS_ALLOW_CUSTOM_SCHEME", "").split(";") +CORS_ALLOW_CUSTOM_SCHEME = os.environ.get('CORS_ALLOW_CUSTOM_SCHEME', '').split(';') -if CORS_ALLOW_ORIGIN == ["*"]: - log.warning( - "\n\nWARNING: CORS_ALLOW_ORIGIN IS SET TO '*' - NOT RECOMMENDED FOR PRODUCTION DEPLOYMENTS.\n" - ) +if CORS_ALLOW_ORIGIN == ['*']: + log.warning("\n\nWARNING: CORS_ALLOW_ORIGIN IS SET TO '*' - NOT RECOMMENDED FOR PRODUCTION DEPLOYMENTS.\n") else: # You have to pick between a single wildcard or a list of origins. # Doing both will result in CORS errors in the browser. @@ -1832,25 +1681,25 @@ class BannerModel(BaseModel): try: - banners = json.loads(os.environ.get("WEBUI_BANNERS", "[]")) + banners = json.loads(os.environ.get('WEBUI_BANNERS', '[]')) banners = [BannerModel(**banner) for banner in banners] except Exception as e: - log.exception(f"Error loading WEBUI_BANNERS: {e}") + log.exception(f'Error loading WEBUI_BANNERS: {e}') banners = [] -WEBUI_BANNERS = PersistentConfig("WEBUI_BANNERS", "ui.banners", banners) +WEBUI_BANNERS = PersistentConfig('WEBUI_BANNERS', 'ui.banners', banners) SHOW_ADMIN_DETAILS = PersistentConfig( - "SHOW_ADMIN_DETAILS", - "auth.admin.show", - os.environ.get("SHOW_ADMIN_DETAILS", "true").lower() == "true", + 'SHOW_ADMIN_DETAILS', + 'auth.admin.show', + os.environ.get('SHOW_ADMIN_DETAILS', 'true').lower() == 'true', ) ADMIN_EMAIL = PersistentConfig( - "ADMIN_EMAIL", - "auth.admin.email", - os.environ.get("ADMIN_EMAIL", None), + 'ADMIN_EMAIL', + 'auth.admin.email', + os.environ.get('ADMIN_EMAIL', None), ) @@ -1860,21 +1709,21 @@ ADMIN_EMAIL = PersistentConfig( TASK_MODEL = PersistentConfig( - "TASK_MODEL", - "task.model.default", - os.environ.get("TASK_MODEL", ""), + 'TASK_MODEL', + 'task.model.default', + os.environ.get('TASK_MODEL', ''), ) TASK_MODEL_EXTERNAL = PersistentConfig( - "TASK_MODEL_EXTERNAL", - "task.model.external", - os.environ.get("TASK_MODEL_EXTERNAL", ""), + 'TASK_MODEL_EXTERNAL', + 'task.model.external', + os.environ.get('TASK_MODEL_EXTERNAL', ''), ) TITLE_GENERATION_PROMPT_TEMPLATE = PersistentConfig( - "TITLE_GENERATION_PROMPT_TEMPLATE", - "task.title.prompt_template", - os.environ.get("TITLE_GENERATION_PROMPT_TEMPLATE", ""), + 'TITLE_GENERATION_PROMPT_TEMPLATE', + 'task.title.prompt_template', + os.environ.get('TITLE_GENERATION_PROMPT_TEMPLATE', ''), ) DEFAULT_TITLE_GENERATION_PROMPT_TEMPLATE = """### Task: @@ -1902,9 +1751,9 @@ JSON format: { "title": "your concise title here" } """ TAGS_GENERATION_PROMPT_TEMPLATE = PersistentConfig( - "TAGS_GENERATION_PROMPT_TEMPLATE", - "task.tags.prompt_template", - os.environ.get("TAGS_GENERATION_PROMPT_TEMPLATE", ""), + 'TAGS_GENERATION_PROMPT_TEMPLATE', + 'task.tags.prompt_template', + os.environ.get('TAGS_GENERATION_PROMPT_TEMPLATE', ''), ) DEFAULT_TAGS_GENERATION_PROMPT_TEMPLATE = """### Task: @@ -1926,9 +1775,9 @@ JSON format: { "tags": ["tag1", "tag2", "tag3"] } """ IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE = PersistentConfig( - "IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE", - "task.image.prompt_template", - os.environ.get("IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE", ""), + 'IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE', + 'task.image.prompt_template', + os.environ.get('IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE', ''), ) DEFAULT_IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE = """### Task: @@ -1953,9 +1802,9 @@ Strictly return in JSON format: FOLLOW_UP_GENERATION_PROMPT_TEMPLATE = PersistentConfig( - "FOLLOW_UP_GENERATION_PROMPT_TEMPLATE", - "task.follow_up.prompt_template", - os.environ.get("FOLLOW_UP_GENERATION_PROMPT_TEMPLATE", ""), + 'FOLLOW_UP_GENERATION_PROMPT_TEMPLATE', + 'task.follow_up.prompt_template', + os.environ.get('FOLLOW_UP_GENERATION_PROMPT_TEMPLATE', ''), ) DEFAULT_FOLLOW_UP_GENERATION_PROMPT_TEMPLATE = """### Task: @@ -1975,41 +1824,41 @@ JSON format: { "follow_ups": ["Question 1?", "Question 2?", "Question 3?"] } """ ENABLE_FOLLOW_UP_GENERATION = PersistentConfig( - "ENABLE_FOLLOW_UP_GENERATION", - "task.follow_up.enable", - os.environ.get("ENABLE_FOLLOW_UP_GENERATION", "True").lower() == "true", + 'ENABLE_FOLLOW_UP_GENERATION', + 'task.follow_up.enable', + os.environ.get('ENABLE_FOLLOW_UP_GENERATION', 'True').lower() == 'true', ) ENABLE_TAGS_GENERATION = PersistentConfig( - "ENABLE_TAGS_GENERATION", - "task.tags.enable", - os.environ.get("ENABLE_TAGS_GENERATION", "True").lower() == "true", + 'ENABLE_TAGS_GENERATION', + 'task.tags.enable', + os.environ.get('ENABLE_TAGS_GENERATION', 'True').lower() == 'true', ) ENABLE_TITLE_GENERATION = PersistentConfig( - "ENABLE_TITLE_GENERATION", - "task.title.enable", - os.environ.get("ENABLE_TITLE_GENERATION", "True").lower() == "true", + 'ENABLE_TITLE_GENERATION', + 'task.title.enable', + os.environ.get('ENABLE_TITLE_GENERATION', 'True').lower() == 'true', ) ENABLE_SEARCH_QUERY_GENERATION = PersistentConfig( - "ENABLE_SEARCH_QUERY_GENERATION", - "task.query.search.enable", - os.environ.get("ENABLE_SEARCH_QUERY_GENERATION", "True").lower() == "true", + 'ENABLE_SEARCH_QUERY_GENERATION', + 'task.query.search.enable', + os.environ.get('ENABLE_SEARCH_QUERY_GENERATION', 'True').lower() == 'true', ) ENABLE_RETRIEVAL_QUERY_GENERATION = PersistentConfig( - "ENABLE_RETRIEVAL_QUERY_GENERATION", - "task.query.retrieval.enable", - os.environ.get("ENABLE_RETRIEVAL_QUERY_GENERATION", "True").lower() == "true", + 'ENABLE_RETRIEVAL_QUERY_GENERATION', + 'task.query.retrieval.enable', + os.environ.get('ENABLE_RETRIEVAL_QUERY_GENERATION', 'True').lower() == 'true', ) QUERY_GENERATION_PROMPT_TEMPLATE = PersistentConfig( - "QUERY_GENERATION_PROMPT_TEMPLATE", - "task.query.prompt_template", - os.environ.get("QUERY_GENERATION_PROMPT_TEMPLATE", ""), + 'QUERY_GENERATION_PROMPT_TEMPLATE', + 'task.query.prompt_template', + os.environ.get('QUERY_GENERATION_PROMPT_TEMPLATE', ''), ) DEFAULT_QUERY_GENERATION_PROMPT_TEMPLATE = """### Task: @@ -2037,21 +1886,21 @@ Strictly return in JSON format: """ ENABLE_AUTOCOMPLETE_GENERATION = PersistentConfig( - "ENABLE_AUTOCOMPLETE_GENERATION", - "task.autocomplete.enable", - os.environ.get("ENABLE_AUTOCOMPLETE_GENERATION", "False").lower() == "true", + 'ENABLE_AUTOCOMPLETE_GENERATION', + 'task.autocomplete.enable', + os.environ.get('ENABLE_AUTOCOMPLETE_GENERATION', 'False').lower() == 'true', ) AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH = PersistentConfig( - "AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH", - "task.autocomplete.input_max_length", - int(os.environ.get("AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH", "-1")), + 'AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH', + 'task.autocomplete.input_max_length', + int(os.environ.get('AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH', '-1')), ) AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE = PersistentConfig( - "AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE", - "task.autocomplete.prompt_template", - os.environ.get("AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE", ""), + 'AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE', + 'task.autocomplete.prompt_template', + os.environ.get('AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE', ''), ) @@ -2099,9 +1948,9 @@ Output: VOICE_MODE_PROMPT_TEMPLATE = PersistentConfig( - "VOICE_MODE_PROMPT_TEMPLATE", - "task.voice.prompt_template", - os.environ.get("VOICE_MODE_PROMPT_TEMPLATE", ""), + 'VOICE_MODE_PROMPT_TEMPLATE', + 'task.voice.prompt_template', + os.environ.get('VOICE_MODE_PROMPT_TEMPLATE', ''), ) DEFAULT_VOICE_MODE_PROMPT_TEMPLATE = """You are a friendly, concise voice assistant. @@ -2130,9 +1979,9 @@ ERROR HANDLING: Stay consistent, helpful, and easy to listen to.""" TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE = PersistentConfig( - "TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE", - "task.tools.prompt_template", - os.environ.get("TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE", ""), + 'TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE', + 'task.tools.prompt_template', + os.environ.get('TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE', ''), ) @@ -2176,123 +2025,119 @@ Responses from models: {{responses}}""" #################################### ENABLE_CODE_EXECUTION = PersistentConfig( - "ENABLE_CODE_EXECUTION", - "code_execution.enable", - os.environ.get("ENABLE_CODE_EXECUTION", "True").lower() == "true", + 'ENABLE_CODE_EXECUTION', + 'code_execution.enable', + os.environ.get('ENABLE_CODE_EXECUTION', 'True').lower() == 'true', ) CODE_EXECUTION_ENGINE = PersistentConfig( - "CODE_EXECUTION_ENGINE", - "code_execution.engine", - os.environ.get("CODE_EXECUTION_ENGINE", "pyodide"), + 'CODE_EXECUTION_ENGINE', + 'code_execution.engine', + os.environ.get('CODE_EXECUTION_ENGINE', 'pyodide'), ) CODE_EXECUTION_JUPYTER_URL = PersistentConfig( - "CODE_EXECUTION_JUPYTER_URL", - "code_execution.jupyter.url", - os.environ.get("CODE_EXECUTION_JUPYTER_URL", ""), + 'CODE_EXECUTION_JUPYTER_URL', + 'code_execution.jupyter.url', + os.environ.get('CODE_EXECUTION_JUPYTER_URL', ''), ) CODE_EXECUTION_JUPYTER_AUTH = PersistentConfig( - "CODE_EXECUTION_JUPYTER_AUTH", - "code_execution.jupyter.auth", - os.environ.get("CODE_EXECUTION_JUPYTER_AUTH", ""), + 'CODE_EXECUTION_JUPYTER_AUTH', + 'code_execution.jupyter.auth', + os.environ.get('CODE_EXECUTION_JUPYTER_AUTH', ''), ) CODE_EXECUTION_JUPYTER_AUTH_TOKEN = PersistentConfig( - "CODE_EXECUTION_JUPYTER_AUTH_TOKEN", - "code_execution.jupyter.auth_token", - os.environ.get("CODE_EXECUTION_JUPYTER_AUTH_TOKEN", ""), + 'CODE_EXECUTION_JUPYTER_AUTH_TOKEN', + 'code_execution.jupyter.auth_token', + os.environ.get('CODE_EXECUTION_JUPYTER_AUTH_TOKEN', ''), ) CODE_EXECUTION_JUPYTER_AUTH_PASSWORD = PersistentConfig( - "CODE_EXECUTION_JUPYTER_AUTH_PASSWORD", - "code_execution.jupyter.auth_password", - os.environ.get("CODE_EXECUTION_JUPYTER_AUTH_PASSWORD", ""), + 'CODE_EXECUTION_JUPYTER_AUTH_PASSWORD', + 'code_execution.jupyter.auth_password', + os.environ.get('CODE_EXECUTION_JUPYTER_AUTH_PASSWORD', ''), ) CODE_EXECUTION_JUPYTER_TIMEOUT = PersistentConfig( - "CODE_EXECUTION_JUPYTER_TIMEOUT", - "code_execution.jupyter.timeout", - int(os.environ.get("CODE_EXECUTION_JUPYTER_TIMEOUT", "60")), + 'CODE_EXECUTION_JUPYTER_TIMEOUT', + 'code_execution.jupyter.timeout', + int(os.environ.get('CODE_EXECUTION_JUPYTER_TIMEOUT', '60')), ) ENABLE_CODE_INTERPRETER = PersistentConfig( - "ENABLE_CODE_INTERPRETER", - "code_interpreter.enable", - os.environ.get("ENABLE_CODE_INTERPRETER", "True").lower() == "true", + 'ENABLE_CODE_INTERPRETER', + 'code_interpreter.enable', + os.environ.get('ENABLE_CODE_INTERPRETER', 'True').lower() == 'true', ) ENABLE_MEMORIES = PersistentConfig( - "ENABLE_MEMORIES", - "memories.enable", - os.environ.get("ENABLE_MEMORIES", "True").lower() == "true", + 'ENABLE_MEMORIES', + 'memories.enable', + os.environ.get('ENABLE_MEMORIES', 'True').lower() == 'true', ) CODE_INTERPRETER_ENGINE = PersistentConfig( - "CODE_INTERPRETER_ENGINE", - "code_interpreter.engine", - os.environ.get("CODE_INTERPRETER_ENGINE", "pyodide"), + 'CODE_INTERPRETER_ENGINE', + 'code_interpreter.engine', + os.environ.get('CODE_INTERPRETER_ENGINE', 'pyodide'), ) CODE_INTERPRETER_PROMPT_TEMPLATE = PersistentConfig( - "CODE_INTERPRETER_PROMPT_TEMPLATE", - "code_interpreter.prompt_template", - os.environ.get("CODE_INTERPRETER_PROMPT_TEMPLATE", ""), + 'CODE_INTERPRETER_PROMPT_TEMPLATE', + 'code_interpreter.prompt_template', + os.environ.get('CODE_INTERPRETER_PROMPT_TEMPLATE', ''), ) CODE_INTERPRETER_JUPYTER_URL = PersistentConfig( - "CODE_INTERPRETER_JUPYTER_URL", - "code_interpreter.jupyter.url", - os.environ.get( - "CODE_INTERPRETER_JUPYTER_URL", os.environ.get("CODE_EXECUTION_JUPYTER_URL", "") - ), + 'CODE_INTERPRETER_JUPYTER_URL', + 'code_interpreter.jupyter.url', + os.environ.get('CODE_INTERPRETER_JUPYTER_URL', os.environ.get('CODE_EXECUTION_JUPYTER_URL', '')), ) CODE_INTERPRETER_JUPYTER_AUTH = PersistentConfig( - "CODE_INTERPRETER_JUPYTER_AUTH", - "code_interpreter.jupyter.auth", + 'CODE_INTERPRETER_JUPYTER_AUTH', + 'code_interpreter.jupyter.auth', os.environ.get( - "CODE_INTERPRETER_JUPYTER_AUTH", - os.environ.get("CODE_EXECUTION_JUPYTER_AUTH", ""), + 'CODE_INTERPRETER_JUPYTER_AUTH', + os.environ.get('CODE_EXECUTION_JUPYTER_AUTH', ''), ), ) CODE_INTERPRETER_JUPYTER_AUTH_TOKEN = PersistentConfig( - "CODE_INTERPRETER_JUPYTER_AUTH_TOKEN", - "code_interpreter.jupyter.auth_token", + 'CODE_INTERPRETER_JUPYTER_AUTH_TOKEN', + 'code_interpreter.jupyter.auth_token', os.environ.get( - "CODE_INTERPRETER_JUPYTER_AUTH_TOKEN", - os.environ.get("CODE_EXECUTION_JUPYTER_AUTH_TOKEN", ""), + 'CODE_INTERPRETER_JUPYTER_AUTH_TOKEN', + os.environ.get('CODE_EXECUTION_JUPYTER_AUTH_TOKEN', ''), ), ) CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD = PersistentConfig( - "CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD", - "code_interpreter.jupyter.auth_password", + 'CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD', + 'code_interpreter.jupyter.auth_password', os.environ.get( - "CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD", - os.environ.get("CODE_EXECUTION_JUPYTER_AUTH_PASSWORD", ""), + 'CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD', + os.environ.get('CODE_EXECUTION_JUPYTER_AUTH_PASSWORD', ''), ), ) CODE_INTERPRETER_JUPYTER_TIMEOUT = PersistentConfig( - "CODE_INTERPRETER_JUPYTER_TIMEOUT", - "code_interpreter.jupyter.timeout", + 'CODE_INTERPRETER_JUPYTER_TIMEOUT', + 'code_interpreter.jupyter.timeout', int( os.environ.get( - "CODE_INTERPRETER_JUPYTER_TIMEOUT", - os.environ.get("CODE_EXECUTION_JUPYTER_TIMEOUT", "60"), + 'CODE_INTERPRETER_JUPYTER_TIMEOUT', + os.environ.get('CODE_EXECUTION_JUPYTER_TIMEOUT', '60'), ) ), ) CODE_INTERPRETER_BLOCKED_MODULES = [ - library.strip() - for library in os.environ.get("CODE_INTERPRETER_BLOCKED_MODULES", "").split(",") - if library.strip() + library.strip() for library in os.environ.get('CODE_INTERPRETER_BLOCKED_MODULES', '').split(',') if library.strip() ] DEFAULT_CODE_INTERPRETER_PROMPT = """ @@ -2332,128 +2177,176 @@ CODE_INTERPRETER_PYODIDE_PROMPT = """ # Vector Database #################################### -VECTOR_DB = os.environ.get("VECTOR_DB", "chroma") +VECTOR_DB = os.environ.get('VECTOR_DB', 'chroma') # Chroma -CHROMA_DATA_PATH = f"{DATA_DIR}/vector_db" +CHROMA_DATA_PATH = f'{DATA_DIR}/vector_db' -if VECTOR_DB == "chroma": +if VECTOR_DB == 'chroma': import chromadb - CHROMA_TENANT = os.environ.get("CHROMA_TENANT", chromadb.DEFAULT_TENANT) - CHROMA_DATABASE = os.environ.get("CHROMA_DATABASE", chromadb.DEFAULT_DATABASE) - CHROMA_HTTP_HOST = os.environ.get("CHROMA_HTTP_HOST", "") - CHROMA_HTTP_PORT = int(os.environ.get("CHROMA_HTTP_PORT", "8000")) - CHROMA_CLIENT_AUTH_PROVIDER = os.environ.get("CHROMA_CLIENT_AUTH_PROVIDER", "") - CHROMA_CLIENT_AUTH_CREDENTIALS = os.environ.get( - "CHROMA_CLIENT_AUTH_CREDENTIALS", "" - ) + CHROMA_TENANT = os.environ.get('CHROMA_TENANT', chromadb.DEFAULT_TENANT) + CHROMA_DATABASE = os.environ.get('CHROMA_DATABASE', chromadb.DEFAULT_DATABASE) + CHROMA_HTTP_HOST = os.environ.get('CHROMA_HTTP_HOST', '') + CHROMA_HTTP_PORT = int(os.environ.get('CHROMA_HTTP_PORT', '8000')) + CHROMA_CLIENT_AUTH_PROVIDER = os.environ.get('CHROMA_CLIENT_AUTH_PROVIDER', '') + CHROMA_CLIENT_AUTH_CREDENTIALS = os.environ.get('CHROMA_CLIENT_AUTH_CREDENTIALS', '') # Comma-separated list of header=value pairs - CHROMA_HTTP_HEADERS = os.environ.get("CHROMA_HTTP_HEADERS", "") + CHROMA_HTTP_HEADERS = os.environ.get('CHROMA_HTTP_HEADERS', '') if CHROMA_HTTP_HEADERS: - CHROMA_HTTP_HEADERS = dict( - [pair.split("=") for pair in CHROMA_HTTP_HEADERS.split(",")] - ) + CHROMA_HTTP_HEADERS = dict([pair.split('=') for pair in CHROMA_HTTP_HEADERS.split(',')]) else: CHROMA_HTTP_HEADERS = None - CHROMA_HTTP_SSL = os.environ.get("CHROMA_HTTP_SSL", "false").lower() == "true" + CHROMA_HTTP_SSL = os.environ.get('CHROMA_HTTP_SSL', 'false').lower() == 'true' # this uses the model defined in the Dockerfile ENV variable. If you dont use docker or docker based deployments such as k8s, the default embedding model will be used (sentence-transformers/all-MiniLM-L6-v2) + +# MariaDB Vector (mariadb-vector) +MARIADB_VECTOR_DB_URL = os.environ.get('MARIADB_VECTOR_DB_URL', '').strip() + +MARIADB_VECTOR_INITIALIZE_MAX_VECTOR_LENGTH = int( + os.environ.get('MARIADB_VECTOR_INITIALIZE_MAX_VECTOR_LENGTH', '1536').strip() or '1536' +) + +# Distance strategy: +# - cosine => vec_distance_cosine(...) +# - euclidean => vec_distance_euclidean(...) +MARIADB_VECTOR_DISTANCE_STRATEGY = os.environ.get('MARIADB_VECTOR_DISTANCE_STRATEGY', 'cosine').strip().lower() + +# HNSW M parameter (MariaDB VECTOR INDEX ... M=) +MARIADB_VECTOR_INDEX_M = int(os.environ.get('MARIADB_VECTOR_INDEX_M', '8').strip() or '8') + +# Pooling (MariaDB-Vector) +MARIADB_VECTOR_POOL_SIZE = os.environ.get('MARIADB_VECTOR_POOL_SIZE', None) + +if MARIADB_VECTOR_POOL_SIZE != None: + try: + MARIADB_VECTOR_POOL_SIZE = int(MARIADB_VECTOR_POOL_SIZE) + except Exception: + MARIADB_VECTOR_POOL_SIZE = None + +MARIADB_VECTOR_POOL_MAX_OVERFLOW = os.environ.get('MARIADB_VECTOR_POOL_MAX_OVERFLOW', 0) + +if MARIADB_VECTOR_POOL_MAX_OVERFLOW == '': + MARIADB_VECTOR_POOL_MAX_OVERFLOW = 0 +else: + try: + MARIADB_VECTOR_POOL_MAX_OVERFLOW = int(MARIADB_VECTOR_POOL_MAX_OVERFLOW) + except Exception: + MARIADB_VECTOR_POOL_MAX_OVERFLOW = 0 + +MARIADB_VECTOR_POOL_TIMEOUT = os.environ.get('MARIADB_VECTOR_POOL_TIMEOUT', 30) + +if MARIADB_VECTOR_POOL_TIMEOUT == '': + MARIADB_VECTOR_POOL_TIMEOUT = 30 +else: + try: + MARIADB_VECTOR_POOL_TIMEOUT = int(MARIADB_VECTOR_POOL_TIMEOUT) + except Exception: + MARIADB_VECTOR_POOL_TIMEOUT = 30 + +MARIADB_VECTOR_POOL_RECYCLE = os.environ.get('MARIADB_VECTOR_POOL_RECYCLE', 3600) + +if MARIADB_VECTOR_POOL_RECYCLE == '': + MARIADB_VECTOR_POOL_RECYCLE = 3600 +else: + try: + MARIADB_VECTOR_POOL_RECYCLE = int(MARIADB_VECTOR_POOL_RECYCLE) + except Exception: + MARIADB_VECTOR_POOL_RECYCLE = 3600 + +ENABLE_MARIADB_VECTOR = True +if VECTOR_DB == 'mariadb-vector': + if not MARIADB_VECTOR_DB_URL: + ENABLE_MARIADB_VECTOR = False + else: + try: + parsed = urlparse(MARIADB_VECTOR_DB_URL) + scheme = (parsed.scheme or '').lower() + # Require official driver so VECTOR binds as float32 bytes correctly + if scheme != 'mariadb+mariadbconnector': + ENABLE_MARIADB_VECTOR = False + except Exception: + ENABLE_MARIADB_VECTOR = False + + # Milvus -MILVUS_URI = os.environ.get("MILVUS_URI", f"{DATA_DIR}/vector_db/milvus.db") -MILVUS_DB = os.environ.get("MILVUS_DB", "default") -MILVUS_TOKEN = os.environ.get("MILVUS_TOKEN", None) -MILVUS_INDEX_TYPE = os.environ.get("MILVUS_INDEX_TYPE", "HNSW") -MILVUS_METRIC_TYPE = os.environ.get("MILVUS_METRIC_TYPE", "COSINE") -MILVUS_HNSW_M = int(os.environ.get("MILVUS_HNSW_M", "16")) -MILVUS_HNSW_EFCONSTRUCTION = int(os.environ.get("MILVUS_HNSW_EFCONSTRUCTION", "100")) -MILVUS_IVF_FLAT_NLIST = int(os.environ.get("MILVUS_IVF_FLAT_NLIST", "128")) -MILVUS_DISKANN_MAX_DEGREE = int(os.environ.get("MILVUS_DISKANN_MAX_DEGREE", "56")) -MILVUS_DISKANN_SEARCH_LIST_SIZE = int( - os.environ.get("MILVUS_DISKANN_SEARCH_LIST_SIZE", "100") -) -ENABLE_MILVUS_MULTITENANCY_MODE = ( - os.environ.get("ENABLE_MILVUS_MULTITENANCY_MODE", "false").lower() == "true" -) +MILVUS_URI = os.environ.get('MILVUS_URI', f'{DATA_DIR}/vector_db/milvus.db') +MILVUS_DB = os.environ.get('MILVUS_DB', 'default') +MILVUS_TOKEN = os.environ.get('MILVUS_TOKEN', None) +MILVUS_INDEX_TYPE = os.environ.get('MILVUS_INDEX_TYPE', 'HNSW') +MILVUS_METRIC_TYPE = os.environ.get('MILVUS_METRIC_TYPE', 'COSINE') +MILVUS_HNSW_M = int(os.environ.get('MILVUS_HNSW_M', '16')) +MILVUS_HNSW_EFCONSTRUCTION = int(os.environ.get('MILVUS_HNSW_EFCONSTRUCTION', '100')) +MILVUS_IVF_FLAT_NLIST = int(os.environ.get('MILVUS_IVF_FLAT_NLIST', '128')) +MILVUS_DISKANN_MAX_DEGREE = int(os.environ.get('MILVUS_DISKANN_MAX_DEGREE', '56')) +MILVUS_DISKANN_SEARCH_LIST_SIZE = int(os.environ.get('MILVUS_DISKANN_SEARCH_LIST_SIZE', '100')) +ENABLE_MILVUS_MULTITENANCY_MODE = os.environ.get('ENABLE_MILVUS_MULTITENANCY_MODE', 'false').lower() == 'true' # Hyphens not allowed, need to use underscores in collection names -MILVUS_COLLECTION_PREFIX = os.environ.get("MILVUS_COLLECTION_PREFIX", "open_webui") +MILVUS_COLLECTION_PREFIX = os.environ.get('MILVUS_COLLECTION_PREFIX', 'open_webui') # Qdrant -QDRANT_URI = os.environ.get("QDRANT_URI", None) -QDRANT_API_KEY = os.environ.get("QDRANT_API_KEY", None) -QDRANT_ON_DISK = os.environ.get("QDRANT_ON_DISK", "false").lower() == "true" -QDRANT_PREFER_GRPC = os.environ.get("QDRANT_PREFER_GRPC", "false").lower() == "true" -QDRANT_GRPC_PORT = int(os.environ.get("QDRANT_GRPC_PORT", "6334")) -QDRANT_TIMEOUT = int(os.environ.get("QDRANT_TIMEOUT", "5")) -QDRANT_HNSW_M = int(os.environ.get("QDRANT_HNSW_M", "16")) -ENABLE_QDRANT_MULTITENANCY_MODE = ( - os.environ.get("ENABLE_QDRANT_MULTITENANCY_MODE", "true").lower() == "true" -) -QDRANT_COLLECTION_PREFIX = os.environ.get("QDRANT_COLLECTION_PREFIX", "open-webui") +QDRANT_URI = os.environ.get('QDRANT_URI', None) +QDRANT_API_KEY = os.environ.get('QDRANT_API_KEY', None) +QDRANT_ON_DISK = os.environ.get('QDRANT_ON_DISK', 'false').lower() == 'true' +QDRANT_PREFER_GRPC = os.environ.get('QDRANT_PREFER_GRPC', 'false').lower() == 'true' +QDRANT_GRPC_PORT = int(os.environ.get('QDRANT_GRPC_PORT', '6334')) +QDRANT_TIMEOUT = int(os.environ.get('QDRANT_TIMEOUT', '5')) +QDRANT_HNSW_M = int(os.environ.get('QDRANT_HNSW_M', '16')) +ENABLE_QDRANT_MULTITENANCY_MODE = os.environ.get('ENABLE_QDRANT_MULTITENANCY_MODE', 'true').lower() == 'true' +QDRANT_COLLECTION_PREFIX = os.environ.get('QDRANT_COLLECTION_PREFIX', 'open-webui') -WEAVIATE_HTTP_HOST = os.environ.get("WEAVIATE_HTTP_HOST", "") -WEAVIATE_GRPC_HOST = os.environ.get("WEAVIATE_GRPC_HOST", "") -WEAVIATE_HTTP_PORT = int(os.environ.get("WEAVIATE_HTTP_PORT", "8080")) -WEAVIATE_GRPC_PORT = int(os.environ.get("WEAVIATE_GRPC_PORT", "50051")) -WEAVIATE_API_KEY = os.environ.get("WEAVIATE_API_KEY") -WEAVIATE_HTTP_SECURE = os.environ.get("WEAVIATE_HTTP_SECURE", "false").lower() == "true" -WEAVIATE_GRPC_SECURE = os.environ.get("WEAVIATE_GRPC_SECURE", "false").lower() == "true" -WEAVIATE_SKIP_INIT_CHECKS = ( - os.environ.get("WEAVIATE_SKIP_INIT_CHECKS", "false").lower() == "true" -) +WEAVIATE_HTTP_HOST = os.environ.get('WEAVIATE_HTTP_HOST', '') +WEAVIATE_GRPC_HOST = os.environ.get('WEAVIATE_GRPC_HOST', '') +WEAVIATE_HTTP_PORT = int(os.environ.get('WEAVIATE_HTTP_PORT', '8080')) +WEAVIATE_GRPC_PORT = int(os.environ.get('WEAVIATE_GRPC_PORT', '50051')) +WEAVIATE_API_KEY = os.environ.get('WEAVIATE_API_KEY') +WEAVIATE_HTTP_SECURE = os.environ.get('WEAVIATE_HTTP_SECURE', 'false').lower() == 'true' +WEAVIATE_GRPC_SECURE = os.environ.get('WEAVIATE_GRPC_SECURE', 'false').lower() == 'true' +WEAVIATE_SKIP_INIT_CHECKS = os.environ.get('WEAVIATE_SKIP_INIT_CHECKS', 'false').lower() == 'true' # OpenSearch -OPENSEARCH_URI = os.environ.get("OPENSEARCH_URI", "https://localhost:9200") -OPENSEARCH_SSL = os.environ.get("OPENSEARCH_SSL", "true").lower() == "true" -OPENSEARCH_CERT_VERIFY = ( - os.environ.get("OPENSEARCH_CERT_VERIFY", "false").lower() == "true" -) -OPENSEARCH_USERNAME = os.environ.get("OPENSEARCH_USERNAME", None) -OPENSEARCH_PASSWORD = os.environ.get("OPENSEARCH_PASSWORD", None) +OPENSEARCH_URI = os.environ.get('OPENSEARCH_URI', 'https://localhost:9200') +OPENSEARCH_SSL = os.environ.get('OPENSEARCH_SSL', 'true').lower() == 'true' +OPENSEARCH_CERT_VERIFY = os.environ.get('OPENSEARCH_CERT_VERIFY', 'false').lower() == 'true' +OPENSEARCH_USERNAME = os.environ.get('OPENSEARCH_USERNAME', None) +OPENSEARCH_PASSWORD = os.environ.get('OPENSEARCH_PASSWORD', None) # ElasticSearch -ELASTICSEARCH_URL = os.environ.get("ELASTICSEARCH_URL", "https://localhost:9200") -ELASTICSEARCH_CA_CERTS = os.environ.get("ELASTICSEARCH_CA_CERTS", None) -ELASTICSEARCH_API_KEY = os.environ.get("ELASTICSEARCH_API_KEY", None) -ELASTICSEARCH_USERNAME = os.environ.get("ELASTICSEARCH_USERNAME", None) -ELASTICSEARCH_PASSWORD = os.environ.get("ELASTICSEARCH_PASSWORD", None) -ELASTICSEARCH_CLOUD_ID = os.environ.get("ELASTICSEARCH_CLOUD_ID", None) -SSL_ASSERT_FINGERPRINT = os.environ.get("SSL_ASSERT_FINGERPRINT", None) -ELASTICSEARCH_INDEX_PREFIX = os.environ.get( - "ELASTICSEARCH_INDEX_PREFIX", "open_webui_collections" -) +ELASTICSEARCH_URL = os.environ.get('ELASTICSEARCH_URL', 'https://localhost:9200') +ELASTICSEARCH_CA_CERTS = os.environ.get('ELASTICSEARCH_CA_CERTS', None) +ELASTICSEARCH_API_KEY = os.environ.get('ELASTICSEARCH_API_KEY', None) +ELASTICSEARCH_USERNAME = os.environ.get('ELASTICSEARCH_USERNAME', None) +ELASTICSEARCH_PASSWORD = os.environ.get('ELASTICSEARCH_PASSWORD', None) +ELASTICSEARCH_CLOUD_ID = os.environ.get('ELASTICSEARCH_CLOUD_ID', None) +SSL_ASSERT_FINGERPRINT = os.environ.get('SSL_ASSERT_FINGERPRINT', None) +ELASTICSEARCH_INDEX_PREFIX = os.environ.get('ELASTICSEARCH_INDEX_PREFIX', 'open_webui_collections') # Pgvector -PGVECTOR_DB_URL = os.environ.get("PGVECTOR_DB_URL", DATABASE_URL) -if VECTOR_DB == "pgvector" and not PGVECTOR_DB_URL.startswith("postgres"): +PGVECTOR_DB_URL = os.environ.get('PGVECTOR_DB_URL', DATABASE_URL) +if VECTOR_DB == 'pgvector' and not PGVECTOR_DB_URL.startswith('postgres'): raise ValueError( - "Pgvector requires setting PGVECTOR_DB_URL or using Postgres with vector extension as the primary database." + 'Pgvector requires setting PGVECTOR_DB_URL or using Postgres with vector extension as the primary database.' ) -PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH = int( - os.environ.get("PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH", "1536") -) +PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH = int(os.environ.get('PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH', '1536')) -PGVECTOR_USE_HALFVEC = os.getenv("PGVECTOR_USE_HALFVEC", "false").lower() == "true" +PGVECTOR_USE_HALFVEC = os.getenv('PGVECTOR_USE_HALFVEC', 'false').lower() == 'true' if PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH > 2000 and not PGVECTOR_USE_HALFVEC: raise ValueError( - "PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH is set to " - f"{PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH}, which exceeds the 2000 dimension limit of the " + 'PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH is set to ' + f'{PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH}, which exceeds the 2000 dimension limit of the ' "'vector' type. Set PGVECTOR_USE_HALFVEC=true to enable the 'halfvec' " - "type required for high-dimensional embeddings." + 'type required for high-dimensional embeddings.' ) -PGVECTOR_CREATE_EXTENSION = ( - os.getenv("PGVECTOR_CREATE_EXTENSION", "true").lower() == "true" -) -PGVECTOR_PGCRYPTO = os.getenv("PGVECTOR_PGCRYPTO", "false").lower() == "true" -PGVECTOR_PGCRYPTO_KEY = os.getenv("PGVECTOR_PGCRYPTO_KEY", None) +PGVECTOR_CREATE_EXTENSION = os.getenv('PGVECTOR_CREATE_EXTENSION', 'true').lower() == 'true' +PGVECTOR_PGCRYPTO = os.getenv('PGVECTOR_PGCRYPTO', 'false').lower() == 'true' +PGVECTOR_PGCRYPTO_KEY = os.getenv('PGVECTOR_PGCRYPTO_KEY', None) if PGVECTOR_PGCRYPTO and not PGVECTOR_PGCRYPTO_KEY: - raise ValueError( - "PGVECTOR_PGCRYPTO is enabled but PGVECTOR_PGCRYPTO_KEY is not set. Please provide a valid key." - ) + raise ValueError('PGVECTOR_PGCRYPTO is enabled but PGVECTOR_PGCRYPTO_KEY is not set. Please provide a valid key.') -PGVECTOR_POOL_SIZE = os.environ.get("PGVECTOR_POOL_SIZE", None) +PGVECTOR_POOL_SIZE = os.environ.get('PGVECTOR_POOL_SIZE', None) if PGVECTOR_POOL_SIZE != None: try: @@ -2461,9 +2354,9 @@ if PGVECTOR_POOL_SIZE != None: except Exception: PGVECTOR_POOL_SIZE = None -PGVECTOR_POOL_MAX_OVERFLOW = os.environ.get("PGVECTOR_POOL_MAX_OVERFLOW", 0) +PGVECTOR_POOL_MAX_OVERFLOW = os.environ.get('PGVECTOR_POOL_MAX_OVERFLOW', 0) -if PGVECTOR_POOL_MAX_OVERFLOW == "": +if PGVECTOR_POOL_MAX_OVERFLOW == '': PGVECTOR_POOL_MAX_OVERFLOW = 0 else: try: @@ -2471,9 +2364,9 @@ else: except Exception: PGVECTOR_POOL_MAX_OVERFLOW = 0 -PGVECTOR_POOL_TIMEOUT = os.environ.get("PGVECTOR_POOL_TIMEOUT", 30) +PGVECTOR_POOL_TIMEOUT = os.environ.get('PGVECTOR_POOL_TIMEOUT', 30) -if PGVECTOR_POOL_TIMEOUT == "": +if PGVECTOR_POOL_TIMEOUT == '': PGVECTOR_POOL_TIMEOUT = 30 else: try: @@ -2481,9 +2374,9 @@ else: except Exception: PGVECTOR_POOL_TIMEOUT = 30 -PGVECTOR_POOL_RECYCLE = os.environ.get("PGVECTOR_POOL_RECYCLE", 3600) +PGVECTOR_POOL_RECYCLE = os.environ.get('PGVECTOR_POOL_RECYCLE', 3600) -if PGVECTOR_POOL_RECYCLE == "": +if PGVECTOR_POOL_RECYCLE == '': PGVECTOR_POOL_RECYCLE = 3600 else: try: @@ -2491,13 +2384,13 @@ else: except Exception: PGVECTOR_POOL_RECYCLE = 3600 -PGVECTOR_INDEX_METHOD = os.getenv("PGVECTOR_INDEX_METHOD", "").strip().lower() -if PGVECTOR_INDEX_METHOD not in ("ivfflat", "hnsw", ""): - PGVECTOR_INDEX_METHOD = "" +PGVECTOR_INDEX_METHOD = os.getenv('PGVECTOR_INDEX_METHOD', '').strip().lower() +if PGVECTOR_INDEX_METHOD not in ('ivfflat', 'hnsw', ''): + PGVECTOR_INDEX_METHOD = '' -PGVECTOR_HNSW_M = os.environ.get("PGVECTOR_HNSW_M", 16) +PGVECTOR_HNSW_M = os.environ.get('PGVECTOR_HNSW_M', 16) -if PGVECTOR_HNSW_M == "": +if PGVECTOR_HNSW_M == '': PGVECTOR_HNSW_M = 16 else: try: @@ -2505,9 +2398,9 @@ else: except Exception: PGVECTOR_HNSW_M = 16 -PGVECTOR_HNSW_EF_CONSTRUCTION = os.environ.get("PGVECTOR_HNSW_EF_CONSTRUCTION", 64) +PGVECTOR_HNSW_EF_CONSTRUCTION = os.environ.get('PGVECTOR_HNSW_EF_CONSTRUCTION', 64) -if PGVECTOR_HNSW_EF_CONSTRUCTION == "": +if PGVECTOR_HNSW_EF_CONSTRUCTION == '': PGVECTOR_HNSW_EF_CONSTRUCTION = 64 else: try: @@ -2515,9 +2408,9 @@ else: except Exception: PGVECTOR_HNSW_EF_CONSTRUCTION = 64 -PGVECTOR_IVFFLAT_LISTS = os.environ.get("PGVECTOR_IVFFLAT_LISTS", 100) +PGVECTOR_IVFFLAT_LISTS = os.environ.get('PGVECTOR_IVFFLAT_LISTS', 100) -if PGVECTOR_IVFFLAT_LISTS == "": +if PGVECTOR_IVFFLAT_LISTS == '': PGVECTOR_IVFFLAT_LISTS = 100 else: try: @@ -2526,13 +2419,11 @@ else: PGVECTOR_IVFFLAT_LISTS = 100 # openGauss -OPENGAUSS_DB_URL = os.environ.get("OPENGAUSS_DB_URL", DATABASE_URL) +OPENGAUSS_DB_URL = os.environ.get('OPENGAUSS_DB_URL', DATABASE_URL) -OPENGAUSS_INITIALIZE_MAX_VECTOR_LENGTH = int( - os.environ.get("OPENGAUSS_INITIALIZE_MAX_VECTOR_LENGTH", "1536") -) +OPENGAUSS_INITIALIZE_MAX_VECTOR_LENGTH = int(os.environ.get('OPENGAUSS_INITIALIZE_MAX_VECTOR_LENGTH', '1536')) -OPENGAUSS_POOL_SIZE = os.environ.get("OPENGAUSS_POOL_SIZE", None) +OPENGAUSS_POOL_SIZE = os.environ.get('OPENGAUSS_POOL_SIZE', None) if OPENGAUSS_POOL_SIZE != None: try: @@ -2540,9 +2431,9 @@ if OPENGAUSS_POOL_SIZE != None: except Exception: OPENGAUSS_POOL_SIZE = None -OPENGAUSS_POOL_MAX_OVERFLOW = os.environ.get("OPENGAUSS_POOL_MAX_OVERFLOW", 0) +OPENGAUSS_POOL_MAX_OVERFLOW = os.environ.get('OPENGAUSS_POOL_MAX_OVERFLOW', 0) -if OPENGAUSS_POOL_MAX_OVERFLOW == "": +if OPENGAUSS_POOL_MAX_OVERFLOW == '': OPENGAUSS_POOL_MAX_OVERFLOW = 0 else: try: @@ -2550,9 +2441,9 @@ else: except Exception: OPENGAUSS_POOL_MAX_OVERFLOW = 0 -OPENGAUSS_POOL_TIMEOUT = os.environ.get("OPENGAUSS_POOL_TIMEOUT", 30) +OPENGAUSS_POOL_TIMEOUT = os.environ.get('OPENGAUSS_POOL_TIMEOUT', 30) -if OPENGAUSS_POOL_TIMEOUT == "": +if OPENGAUSS_POOL_TIMEOUT == '': OPENGAUSS_POOL_TIMEOUT = 30 else: try: @@ -2560,9 +2451,9 @@ else: except Exception: OPENGAUSS_POOL_TIMEOUT = 30 -OPENGAUSS_POOL_RECYCLE = os.environ.get("OPENGAUSS_POOL_RECYCLE", 3600) +OPENGAUSS_POOL_RECYCLE = os.environ.get('OPENGAUSS_POOL_RECYCLE', 3600) -if OPENGAUSS_POOL_RECYCLE == "": +if OPENGAUSS_POOL_RECYCLE == '': OPENGAUSS_POOL_RECYCLE = 3600 else: try: @@ -2571,43 +2462,41 @@ else: OPENGAUSS_POOL_RECYCLE = 3600 # Pinecone -PINECONE_API_KEY = os.environ.get("PINECONE_API_KEY", None) -PINECONE_ENVIRONMENT = os.environ.get("PINECONE_ENVIRONMENT", None) -PINECONE_INDEX_NAME = os.getenv("PINECONE_INDEX_NAME", "open-webui-index") -PINECONE_DIMENSION = int(os.getenv("PINECONE_DIMENSION", 1536)) # or 3072, 1024, 768 -PINECONE_METRIC = os.getenv("PINECONE_METRIC", "cosine") -PINECONE_CLOUD = os.getenv("PINECONE_CLOUD", "aws") # or "gcp" or "azure" +PINECONE_API_KEY = os.environ.get('PINECONE_API_KEY', None) +PINECONE_ENVIRONMENT = os.environ.get('PINECONE_ENVIRONMENT', None) +PINECONE_INDEX_NAME = os.getenv('PINECONE_INDEX_NAME', 'open-webui-index') +PINECONE_DIMENSION = int(os.getenv('PINECONE_DIMENSION', 1536)) # or 3072, 1024, 768 +PINECONE_METRIC = os.getenv('PINECONE_METRIC', 'cosine') +PINECONE_CLOUD = os.getenv('PINECONE_CLOUD', 'aws') # or "gcp" or "azure" # ORACLE23AI (Oracle23ai Vector Search) -ORACLE_DB_USE_WALLET = os.environ.get("ORACLE_DB_USE_WALLET", "false").lower() == "true" -ORACLE_DB_USER = os.environ.get("ORACLE_DB_USER", None) # -ORACLE_DB_PASSWORD = os.environ.get("ORACLE_DB_PASSWORD", None) # -ORACLE_DB_DSN = os.environ.get("ORACLE_DB_DSN", None) # -ORACLE_WALLET_DIR = os.environ.get("ORACLE_WALLET_DIR", None) -ORACLE_WALLET_PASSWORD = os.environ.get("ORACLE_WALLET_PASSWORD", None) -ORACLE_VECTOR_LENGTH = os.environ.get("ORACLE_VECTOR_LENGTH", 768) +ORACLE_DB_USE_WALLET = os.environ.get('ORACLE_DB_USE_WALLET', 'false').lower() == 'true' +ORACLE_DB_USER = os.environ.get('ORACLE_DB_USER', None) # +ORACLE_DB_PASSWORD = os.environ.get('ORACLE_DB_PASSWORD', None) # +ORACLE_DB_DSN = os.environ.get('ORACLE_DB_DSN', None) # +ORACLE_WALLET_DIR = os.environ.get('ORACLE_WALLET_DIR', None) +ORACLE_WALLET_PASSWORD = os.environ.get('ORACLE_WALLET_PASSWORD', None) +ORACLE_VECTOR_LENGTH = os.environ.get('ORACLE_VECTOR_LENGTH', 768) -ORACLE_DB_POOL_MIN = int(os.environ.get("ORACLE_DB_POOL_MIN", 2)) -ORACLE_DB_POOL_MAX = int(os.environ.get("ORACLE_DB_POOL_MAX", 10)) -ORACLE_DB_POOL_INCREMENT = int(os.environ.get("ORACLE_DB_POOL_INCREMENT", 1)) +ORACLE_DB_POOL_MIN = int(os.environ.get('ORACLE_DB_POOL_MIN', 2)) +ORACLE_DB_POOL_MAX = int(os.environ.get('ORACLE_DB_POOL_MAX', 10)) +ORACLE_DB_POOL_INCREMENT = int(os.environ.get('ORACLE_DB_POOL_INCREMENT', 1)) -if VECTOR_DB == "oracle23ai": +if VECTOR_DB == 'oracle23ai': if not ORACLE_DB_USER or not ORACLE_DB_PASSWORD or not ORACLE_DB_DSN: - raise ValueError( - "Oracle23ai requires setting ORACLE_DB_USER, ORACLE_DB_PASSWORD, and ORACLE_DB_DSN." - ) + raise ValueError('Oracle23ai requires setting ORACLE_DB_USER, ORACLE_DB_PASSWORD, and ORACLE_DB_DSN.') if ORACLE_DB_USE_WALLET and (not ORACLE_WALLET_DIR or not ORACLE_WALLET_PASSWORD): raise ValueError( - "Oracle23ai requires setting ORACLE_WALLET_DIR and ORACLE_WALLET_PASSWORD when using wallet authentication." + 'Oracle23ai requires setting ORACLE_WALLET_DIR and ORACLE_WALLET_PASSWORD when using wallet authentication.' ) -log.info(f"VECTOR_DB: {VECTOR_DB}") +log.info(f'VECTOR_DB: {VECTOR_DB}') # S3 Vector -S3_VECTOR_BUCKET_NAME = os.environ.get("S3_VECTOR_BUCKET_NAME", None) -S3_VECTOR_REGION = os.environ.get("S3_VECTOR_REGION", None) +S3_VECTOR_BUCKET_NAME = os.environ.get('S3_VECTOR_BUCKET_NAME', None) +S3_VECTOR_REGION = os.environ.get('S3_VECTOR_REGION', None) #################################### # Information Retrieval (RAG) @@ -2616,476 +2505,435 @@ S3_VECTOR_REGION = os.environ.get("S3_VECTOR_REGION", None) # If configured, Google Drive will be available as an upload option. ENABLE_GOOGLE_DRIVE_INTEGRATION = PersistentConfig( - "ENABLE_GOOGLE_DRIVE_INTEGRATION", - "google_drive.enable", - os.getenv("ENABLE_GOOGLE_DRIVE_INTEGRATION", "False").lower() == "true", + 'ENABLE_GOOGLE_DRIVE_INTEGRATION', + 'google_drive.enable', + os.getenv('ENABLE_GOOGLE_DRIVE_INTEGRATION', 'False').lower() == 'true', ) GOOGLE_DRIVE_CLIENT_ID = PersistentConfig( - "GOOGLE_DRIVE_CLIENT_ID", - "google_drive.client_id", - os.environ.get("GOOGLE_DRIVE_CLIENT_ID", ""), + 'GOOGLE_DRIVE_CLIENT_ID', + 'google_drive.client_id', + os.environ.get('GOOGLE_DRIVE_CLIENT_ID', ''), ) GOOGLE_DRIVE_API_KEY = PersistentConfig( - "GOOGLE_DRIVE_API_KEY", - "google_drive.api_key", - os.environ.get("GOOGLE_DRIVE_API_KEY", ""), + 'GOOGLE_DRIVE_API_KEY', + 'google_drive.api_key', + os.environ.get('GOOGLE_DRIVE_API_KEY', ''), ) ENABLE_ONEDRIVE_INTEGRATION = PersistentConfig( - "ENABLE_ONEDRIVE_INTEGRATION", - "onedrive.enable", - os.getenv("ENABLE_ONEDRIVE_INTEGRATION", "False").lower() == "true", + 'ENABLE_ONEDRIVE_INTEGRATION', + 'onedrive.enable', + os.getenv('ENABLE_ONEDRIVE_INTEGRATION', 'False').lower() == 'true', ) -ENABLE_ONEDRIVE_PERSONAL = ( - os.environ.get("ENABLE_ONEDRIVE_PERSONAL", "True").lower() == "true" -) -ENABLE_ONEDRIVE_BUSINESS = ( - os.environ.get("ENABLE_ONEDRIVE_BUSINESS", "True").lower() == "true" -) +ENABLE_ONEDRIVE_PERSONAL = os.environ.get('ENABLE_ONEDRIVE_PERSONAL', 'True').lower() == 'true' +ENABLE_ONEDRIVE_BUSINESS = os.environ.get('ENABLE_ONEDRIVE_BUSINESS', 'True').lower() == 'true' -ONEDRIVE_CLIENT_ID = os.environ.get("ONEDRIVE_CLIENT_ID", "") -ONEDRIVE_CLIENT_ID_PERSONAL = os.environ.get( - "ONEDRIVE_CLIENT_ID_PERSONAL", ONEDRIVE_CLIENT_ID -) -ONEDRIVE_CLIENT_ID_BUSINESS = os.environ.get( - "ONEDRIVE_CLIENT_ID_BUSINESS", ONEDRIVE_CLIENT_ID -) +ONEDRIVE_CLIENT_ID = os.environ.get('ONEDRIVE_CLIENT_ID', '') +ONEDRIVE_CLIENT_ID_PERSONAL = os.environ.get('ONEDRIVE_CLIENT_ID_PERSONAL', ONEDRIVE_CLIENT_ID) +ONEDRIVE_CLIENT_ID_BUSINESS = os.environ.get('ONEDRIVE_CLIENT_ID_BUSINESS', ONEDRIVE_CLIENT_ID) ONEDRIVE_SHAREPOINT_URL = PersistentConfig( - "ONEDRIVE_SHAREPOINT_URL", - "onedrive.sharepoint_url", - os.environ.get("ONEDRIVE_SHAREPOINT_URL", ""), + 'ONEDRIVE_SHAREPOINT_URL', + 'onedrive.sharepoint_url', + os.environ.get('ONEDRIVE_SHAREPOINT_URL', ''), ) ONEDRIVE_SHAREPOINT_TENANT_ID = PersistentConfig( - "ONEDRIVE_SHAREPOINT_TENANT_ID", - "onedrive.sharepoint_tenant_id", - os.environ.get("ONEDRIVE_SHAREPOINT_TENANT_ID", ""), + 'ONEDRIVE_SHAREPOINT_TENANT_ID', + 'onedrive.sharepoint_tenant_id', + os.environ.get('ONEDRIVE_SHAREPOINT_TENANT_ID', ''), ) # RAG Content Extraction CONTENT_EXTRACTION_ENGINE = PersistentConfig( - "CONTENT_EXTRACTION_ENGINE", - "rag.CONTENT_EXTRACTION_ENGINE", - os.environ.get("CONTENT_EXTRACTION_ENGINE", "").lower(), + 'CONTENT_EXTRACTION_ENGINE', + 'rag.CONTENT_EXTRACTION_ENGINE', + os.environ.get('CONTENT_EXTRACTION_ENGINE', '').lower(), ) DATALAB_MARKER_API_KEY = PersistentConfig( - "DATALAB_MARKER_API_KEY", - "rag.datalab_marker_api_key", - os.environ.get("DATALAB_MARKER_API_KEY", ""), + 'DATALAB_MARKER_API_KEY', + 'rag.datalab_marker_api_key', + os.environ.get('DATALAB_MARKER_API_KEY', ''), ) DATALAB_MARKER_API_BASE_URL = PersistentConfig( - "DATALAB_MARKER_API_BASE_URL", - "rag.datalab_marker_api_base_url", - os.environ.get("DATALAB_MARKER_API_BASE_URL", ""), + 'DATALAB_MARKER_API_BASE_URL', + 'rag.datalab_marker_api_base_url', + os.environ.get('DATALAB_MARKER_API_BASE_URL', ''), ) DATALAB_MARKER_ADDITIONAL_CONFIG = PersistentConfig( - "DATALAB_MARKER_ADDITIONAL_CONFIG", - "rag.datalab_marker_additional_config", - os.environ.get("DATALAB_MARKER_ADDITIONAL_CONFIG", ""), + 'DATALAB_MARKER_ADDITIONAL_CONFIG', + 'rag.datalab_marker_additional_config', + os.environ.get('DATALAB_MARKER_ADDITIONAL_CONFIG', ''), ) DATALAB_MARKER_USE_LLM = PersistentConfig( - "DATALAB_MARKER_USE_LLM", - "rag.DATALAB_MARKER_USE_LLM", - os.environ.get("DATALAB_MARKER_USE_LLM", "false").lower() == "true", + 'DATALAB_MARKER_USE_LLM', + 'rag.DATALAB_MARKER_USE_LLM', + os.environ.get('DATALAB_MARKER_USE_LLM', 'false').lower() == 'true', ) DATALAB_MARKER_SKIP_CACHE = PersistentConfig( - "DATALAB_MARKER_SKIP_CACHE", - "rag.datalab_marker_skip_cache", - os.environ.get("DATALAB_MARKER_SKIP_CACHE", "false").lower() == "true", + 'DATALAB_MARKER_SKIP_CACHE', + 'rag.datalab_marker_skip_cache', + os.environ.get('DATALAB_MARKER_SKIP_CACHE', 'false').lower() == 'true', ) DATALAB_MARKER_FORCE_OCR = PersistentConfig( - "DATALAB_MARKER_FORCE_OCR", - "rag.datalab_marker_force_ocr", - os.environ.get("DATALAB_MARKER_FORCE_OCR", "false").lower() == "true", + 'DATALAB_MARKER_FORCE_OCR', + 'rag.datalab_marker_force_ocr', + os.environ.get('DATALAB_MARKER_FORCE_OCR', 'false').lower() == 'true', ) DATALAB_MARKER_PAGINATE = PersistentConfig( - "DATALAB_MARKER_PAGINATE", - "rag.datalab_marker_paginate", - os.environ.get("DATALAB_MARKER_PAGINATE", "false").lower() == "true", + 'DATALAB_MARKER_PAGINATE', + 'rag.datalab_marker_paginate', + os.environ.get('DATALAB_MARKER_PAGINATE', 'false').lower() == 'true', ) DATALAB_MARKER_STRIP_EXISTING_OCR = PersistentConfig( - "DATALAB_MARKER_STRIP_EXISTING_OCR", - "rag.datalab_marker_strip_existing_ocr", - os.environ.get("DATALAB_MARKER_STRIP_EXISTING_OCR", "false").lower() == "true", + 'DATALAB_MARKER_STRIP_EXISTING_OCR', + 'rag.datalab_marker_strip_existing_ocr', + os.environ.get('DATALAB_MARKER_STRIP_EXISTING_OCR', 'false').lower() == 'true', ) DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION = PersistentConfig( - "DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION", - "rag.datalab_marker_disable_image_extraction", - os.environ.get("DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION", "false").lower() - == "true", + 'DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION', + 'rag.datalab_marker_disable_image_extraction', + os.environ.get('DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION', 'false').lower() == 'true', ) DATALAB_MARKER_FORMAT_LINES = PersistentConfig( - "DATALAB_MARKER_FORMAT_LINES", - "rag.datalab_marker_format_lines", - os.environ.get("DATALAB_MARKER_FORMAT_LINES", "false").lower() == "true", + 'DATALAB_MARKER_FORMAT_LINES', + 'rag.datalab_marker_format_lines', + os.environ.get('DATALAB_MARKER_FORMAT_LINES', 'false').lower() == 'true', ) DATALAB_MARKER_OUTPUT_FORMAT = PersistentConfig( - "DATALAB_MARKER_OUTPUT_FORMAT", - "rag.datalab_marker_output_format", - os.environ.get("DATALAB_MARKER_OUTPUT_FORMAT", "markdown"), + 'DATALAB_MARKER_OUTPUT_FORMAT', + 'rag.datalab_marker_output_format', + os.environ.get('DATALAB_MARKER_OUTPUT_FORMAT', 'markdown'), ) MINERU_API_MODE = PersistentConfig( - "MINERU_API_MODE", - "rag.mineru_api_mode", - os.environ.get("MINERU_API_MODE", "local"), # "local" or "cloud" + 'MINERU_API_MODE', + 'rag.mineru_api_mode', + os.environ.get('MINERU_API_MODE', 'local'), # "local" or "cloud" ) MINERU_API_URL = PersistentConfig( - "MINERU_API_URL", - "rag.mineru_api_url", - os.environ.get("MINERU_API_URL", "http://localhost:8000"), + 'MINERU_API_URL', + 'rag.mineru_api_url', + os.environ.get('MINERU_API_URL', 'http://localhost:8000'), ) MINERU_API_TIMEOUT = PersistentConfig( - "MINERU_API_TIMEOUT", - "rag.mineru_api_timeout", - os.environ.get("MINERU_API_TIMEOUT", "300"), + 'MINERU_API_TIMEOUT', + 'rag.mineru_api_timeout', + os.environ.get('MINERU_API_TIMEOUT', '300'), ) MINERU_API_KEY = PersistentConfig( - "MINERU_API_KEY", - "rag.mineru_api_key", - os.environ.get("MINERU_API_KEY", ""), + 'MINERU_API_KEY', + 'rag.mineru_api_key', + os.environ.get('MINERU_API_KEY', ''), ) -mineru_params = os.getenv("MINERU_PARAMS", "") +mineru_params = os.getenv('MINERU_PARAMS', '') try: mineru_params = json.loads(mineru_params) except json.JSONDecodeError: mineru_params = {} MINERU_PARAMS = PersistentConfig( - "MINERU_PARAMS", - "rag.mineru_params", + 'MINERU_PARAMS', + 'rag.mineru_params', mineru_params, ) EXTERNAL_DOCUMENT_LOADER_URL = PersistentConfig( - "EXTERNAL_DOCUMENT_LOADER_URL", - "rag.external_document_loader_url", - os.environ.get("EXTERNAL_DOCUMENT_LOADER_URL", ""), + 'EXTERNAL_DOCUMENT_LOADER_URL', + 'rag.external_document_loader_url', + os.environ.get('EXTERNAL_DOCUMENT_LOADER_URL', ''), ) EXTERNAL_DOCUMENT_LOADER_API_KEY = PersistentConfig( - "EXTERNAL_DOCUMENT_LOADER_API_KEY", - "rag.external_document_loader_api_key", - os.environ.get("EXTERNAL_DOCUMENT_LOADER_API_KEY", ""), + 'EXTERNAL_DOCUMENT_LOADER_API_KEY', + 'rag.external_document_loader_api_key', + os.environ.get('EXTERNAL_DOCUMENT_LOADER_API_KEY', ''), ) TIKA_SERVER_URL = PersistentConfig( - "TIKA_SERVER_URL", - "rag.tika_server_url", - os.getenv("TIKA_SERVER_URL", "http://tika:9998"), # Default for sidecar deployment + 'TIKA_SERVER_URL', + 'rag.tika_server_url', + os.getenv('TIKA_SERVER_URL', 'http://tika:9998'), # Default for sidecar deployment ) DOCLING_SERVER_URL = PersistentConfig( - "DOCLING_SERVER_URL", - "rag.docling_server_url", - os.getenv("DOCLING_SERVER_URL", "http://docling:5001"), + 'DOCLING_SERVER_URL', + 'rag.docling_server_url', + os.getenv('DOCLING_SERVER_URL', 'http://docling:5001'), ) DOCLING_API_KEY = PersistentConfig( - "DOCLING_API_KEY", - "rag.docling_api_key", - os.getenv("DOCLING_API_KEY", ""), + 'DOCLING_API_KEY', + 'rag.docling_api_key', + os.getenv('DOCLING_API_KEY', ''), ) -docling_params = os.getenv("DOCLING_PARAMS", "") +docling_params = os.getenv('DOCLING_PARAMS', '') try: docling_params = json.loads(docling_params) except json.JSONDecodeError: docling_params = {} DOCLING_PARAMS = PersistentConfig( - "DOCLING_PARAMS", - "rag.docling_params", + 'DOCLING_PARAMS', + 'rag.docling_params', docling_params, ) DOCUMENT_INTELLIGENCE_ENDPOINT = PersistentConfig( - "DOCUMENT_INTELLIGENCE_ENDPOINT", - "rag.document_intelligence_endpoint", - os.getenv("DOCUMENT_INTELLIGENCE_ENDPOINT", ""), + 'DOCUMENT_INTELLIGENCE_ENDPOINT', + 'rag.document_intelligence_endpoint', + os.getenv('DOCUMENT_INTELLIGENCE_ENDPOINT', ''), ) DOCUMENT_INTELLIGENCE_KEY = PersistentConfig( - "DOCUMENT_INTELLIGENCE_KEY", - "rag.document_intelligence_key", - os.getenv("DOCUMENT_INTELLIGENCE_KEY", ""), + 'DOCUMENT_INTELLIGENCE_KEY', + 'rag.document_intelligence_key', + os.getenv('DOCUMENT_INTELLIGENCE_KEY', ''), ) DOCUMENT_INTELLIGENCE_MODEL = PersistentConfig( - "DOCUMENT_INTELLIGENCE_MODEL", - "rag.document_intelligence_model", - os.getenv("DOCUMENT_INTELLIGENCE_MODEL", "prebuilt-layout"), + 'DOCUMENT_INTELLIGENCE_MODEL', + 'rag.document_intelligence_model', + os.getenv('DOCUMENT_INTELLIGENCE_MODEL', 'prebuilt-layout'), ) MISTRAL_OCR_API_BASE_URL = PersistentConfig( - "MISTRAL_OCR_API_BASE_URL", - "rag.MISTRAL_OCR_API_BASE_URL", - os.getenv("MISTRAL_OCR_API_BASE_URL", "https://api.mistral.ai/v1"), + 'MISTRAL_OCR_API_BASE_URL', + 'rag.MISTRAL_OCR_API_BASE_URL', + os.getenv('MISTRAL_OCR_API_BASE_URL', 'https://api.mistral.ai/v1'), ) MISTRAL_OCR_API_KEY = PersistentConfig( - "MISTRAL_OCR_API_KEY", - "rag.mistral_ocr_api_key", - os.getenv("MISTRAL_OCR_API_KEY", ""), + 'MISTRAL_OCR_API_KEY', + 'rag.mistral_ocr_api_key', + os.getenv('MISTRAL_OCR_API_KEY', ''), ) BYPASS_EMBEDDING_AND_RETRIEVAL = PersistentConfig( - "BYPASS_EMBEDDING_AND_RETRIEVAL", - "rag.bypass_embedding_and_retrieval", - os.environ.get("BYPASS_EMBEDDING_AND_RETRIEVAL", "False").lower() == "true", + 'BYPASS_EMBEDDING_AND_RETRIEVAL', + 'rag.bypass_embedding_and_retrieval', + os.environ.get('BYPASS_EMBEDDING_AND_RETRIEVAL', 'False').lower() == 'true', ) -RAG_TOP_K = PersistentConfig( - "RAG_TOP_K", "rag.top_k", int(os.environ.get("RAG_TOP_K", "3")) -) +RAG_TOP_K = PersistentConfig('RAG_TOP_K', 'rag.top_k', int(os.environ.get('RAG_TOP_K', '3'))) RAG_TOP_K_RERANKER = PersistentConfig( - "RAG_TOP_K_RERANKER", - "rag.top_k_reranker", - int(os.environ.get("RAG_TOP_K_RERANKER", "3")), + 'RAG_TOP_K_RERANKER', + 'rag.top_k_reranker', + int(os.environ.get('RAG_TOP_K_RERANKER', '3')), ) RAG_RELEVANCE_THRESHOLD = PersistentConfig( - "RAG_RELEVANCE_THRESHOLD", - "rag.relevance_threshold", - float(os.environ.get("RAG_RELEVANCE_THRESHOLD", "0.0")), + 'RAG_RELEVANCE_THRESHOLD', + 'rag.relevance_threshold', + float(os.environ.get('RAG_RELEVANCE_THRESHOLD', '0.0')), ) RAG_HYBRID_BM25_WEIGHT = PersistentConfig( - "RAG_HYBRID_BM25_WEIGHT", - "rag.hybrid_bm25_weight", - float(os.environ.get("RAG_HYBRID_BM25_WEIGHT", "0.5")), + 'RAG_HYBRID_BM25_WEIGHT', + 'rag.hybrid_bm25_weight', + float(os.environ.get('RAG_HYBRID_BM25_WEIGHT', '0.5')), ) ENABLE_RAG_HYBRID_SEARCH = PersistentConfig( - "ENABLE_RAG_HYBRID_SEARCH", - "rag.enable_hybrid_search", - os.environ.get("ENABLE_RAG_HYBRID_SEARCH", "").lower() == "true", + 'ENABLE_RAG_HYBRID_SEARCH', + 'rag.enable_hybrid_search', + os.environ.get('ENABLE_RAG_HYBRID_SEARCH', '').lower() == 'true', ) ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS = PersistentConfig( - "ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS", - "rag.enable_hybrid_search_enriched_texts", - os.environ.get("ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS", "False").lower() - == "true", + 'ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS', + 'rag.enable_hybrid_search_enriched_texts', + os.environ.get('ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS', 'False').lower() == 'true', ) RAG_FULL_CONTEXT = PersistentConfig( - "RAG_FULL_CONTEXT", - "rag.full_context", - os.getenv("RAG_FULL_CONTEXT", "False").lower() == "true", + 'RAG_FULL_CONTEXT', + 'rag.full_context', + os.getenv('RAG_FULL_CONTEXT', 'False').lower() == 'true', ) RAG_FILE_MAX_COUNT = PersistentConfig( - "RAG_FILE_MAX_COUNT", - "rag.file.max_count", - ( - int(os.environ.get("RAG_FILE_MAX_COUNT")) - if os.environ.get("RAG_FILE_MAX_COUNT") - else None - ), + 'RAG_FILE_MAX_COUNT', + 'rag.file.max_count', + (int(os.environ.get('RAG_FILE_MAX_COUNT')) if os.environ.get('RAG_FILE_MAX_COUNT') else None), ) RAG_FILE_MAX_SIZE = PersistentConfig( - "RAG_FILE_MAX_SIZE", - "rag.file.max_size", - ( - int(os.environ.get("RAG_FILE_MAX_SIZE")) - if os.environ.get("RAG_FILE_MAX_SIZE") - else None - ), + 'RAG_FILE_MAX_SIZE', + 'rag.file.max_size', + (int(os.environ.get('RAG_FILE_MAX_SIZE')) if os.environ.get('RAG_FILE_MAX_SIZE') else None), ) FILE_IMAGE_COMPRESSION_WIDTH = PersistentConfig( - "FILE_IMAGE_COMPRESSION_WIDTH", - "file.image_compression_width", - ( - int(os.environ.get("FILE_IMAGE_COMPRESSION_WIDTH")) - if os.environ.get("FILE_IMAGE_COMPRESSION_WIDTH") - else None - ), + 'FILE_IMAGE_COMPRESSION_WIDTH', + 'file.image_compression_width', + (int(os.environ.get('FILE_IMAGE_COMPRESSION_WIDTH')) if os.environ.get('FILE_IMAGE_COMPRESSION_WIDTH') else None), ) FILE_IMAGE_COMPRESSION_HEIGHT = PersistentConfig( - "FILE_IMAGE_COMPRESSION_HEIGHT", - "file.image_compression_height", - ( - int(os.environ.get("FILE_IMAGE_COMPRESSION_HEIGHT")) - if os.environ.get("FILE_IMAGE_COMPRESSION_HEIGHT") - else None - ), + 'FILE_IMAGE_COMPRESSION_HEIGHT', + 'file.image_compression_height', + (int(os.environ.get('FILE_IMAGE_COMPRESSION_HEIGHT')) if os.environ.get('FILE_IMAGE_COMPRESSION_HEIGHT') else None), ) RAG_ALLOWED_FILE_EXTENSIONS = PersistentConfig( - "RAG_ALLOWED_FILE_EXTENSIONS", - "rag.file.allowed_extensions", - [ - ext.strip() - for ext in os.environ.get("RAG_ALLOWED_FILE_EXTENSIONS", "").split(",") - if ext.strip() - ], + 'RAG_ALLOWED_FILE_EXTENSIONS', + 'rag.file.allowed_extensions', + [ext.strip() for ext in os.environ.get('RAG_ALLOWED_FILE_EXTENSIONS', '').split(',') if ext.strip()], ) RAG_EMBEDDING_ENGINE = PersistentConfig( - "RAG_EMBEDDING_ENGINE", - "rag.embedding_engine", - os.environ.get("RAG_EMBEDDING_ENGINE", ""), + 'RAG_EMBEDDING_ENGINE', + 'rag.embedding_engine', + os.environ.get('RAG_EMBEDDING_ENGINE', ''), ) PDF_EXTRACT_IMAGES = PersistentConfig( - "PDF_EXTRACT_IMAGES", - "rag.pdf_extract_images", - os.environ.get("PDF_EXTRACT_IMAGES", "False").lower() == "true", + 'PDF_EXTRACT_IMAGES', + 'rag.pdf_extract_images', + os.environ.get('PDF_EXTRACT_IMAGES', 'False').lower() == 'true', ) PDF_LOADER_MODE = PersistentConfig( - "PDF_LOADER_MODE", - "rag.pdf_loader_mode", - os.environ.get("PDF_LOADER_MODE", "page"), + 'PDF_LOADER_MODE', + 'rag.pdf_loader_mode', + os.environ.get('PDF_LOADER_MODE', 'page'), ) RAG_EMBEDDING_MODEL = PersistentConfig( - "RAG_EMBEDDING_MODEL", - "rag.embedding_model", - os.environ.get("RAG_EMBEDDING_MODEL", "sentence-transformers/all-MiniLM-L6-v2"), + 'RAG_EMBEDDING_MODEL', + 'rag.embedding_model', + os.environ.get('RAG_EMBEDDING_MODEL', 'sentence-transformers/all-MiniLM-L6-v2'), ) -log.info(f"Embedding model set: {RAG_EMBEDDING_MODEL.value}") +log.info(f'Embedding model set: {RAG_EMBEDDING_MODEL.value}') RAG_EMBEDDING_MODEL_AUTO_UPDATE = ( - not OFFLINE_MODE - and os.environ.get("RAG_EMBEDDING_MODEL_AUTO_UPDATE", "True").lower() == "true" + not OFFLINE_MODE and os.environ.get('RAG_EMBEDDING_MODEL_AUTO_UPDATE', 'True').lower() == 'true' ) RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE = ( - os.environ.get("RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE", "True").lower() == "true" + os.environ.get('RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE', 'True').lower() == 'true' ) RAG_EMBEDDING_BATCH_SIZE = PersistentConfig( - "RAG_EMBEDDING_BATCH_SIZE", - "rag.embedding_batch_size", - int( - os.environ.get("RAG_EMBEDDING_BATCH_SIZE") - or os.environ.get("RAG_EMBEDDING_OPENAI_BATCH_SIZE", "1") - ), + 'RAG_EMBEDDING_BATCH_SIZE', + 'rag.embedding_batch_size', + int(os.environ.get('RAG_EMBEDDING_BATCH_SIZE') or os.environ.get('RAG_EMBEDDING_OPENAI_BATCH_SIZE', '1')), ) ENABLE_ASYNC_EMBEDDING = PersistentConfig( - "ENABLE_ASYNC_EMBEDDING", - "rag.enable_async_embedding", - os.environ.get("ENABLE_ASYNC_EMBEDDING", "True").lower() == "true", + 'ENABLE_ASYNC_EMBEDDING', + 'rag.enable_async_embedding', + os.environ.get('ENABLE_ASYNC_EMBEDDING', 'True').lower() == 'true', ) RAG_EMBEDDING_CONCURRENT_REQUESTS = PersistentConfig( - "RAG_EMBEDDING_CONCURRENT_REQUESTS", - "rag.embedding_concurrent_requests", - int(os.getenv("RAG_EMBEDDING_CONCURRENT_REQUESTS", "0")), + 'RAG_EMBEDDING_CONCURRENT_REQUESTS', + 'rag.embedding_concurrent_requests', + int(os.getenv('RAG_EMBEDDING_CONCURRENT_REQUESTS', '0')), ) -RAG_EMBEDDING_QUERY_PREFIX = os.environ.get("RAG_EMBEDDING_QUERY_PREFIX", None) +RAG_EMBEDDING_QUERY_PREFIX = os.environ.get('RAG_EMBEDDING_QUERY_PREFIX', None) -RAG_EMBEDDING_CONTENT_PREFIX = os.environ.get("RAG_EMBEDDING_CONTENT_PREFIX", None) +RAG_EMBEDDING_CONTENT_PREFIX = os.environ.get('RAG_EMBEDDING_CONTENT_PREFIX', None) -RAG_EMBEDDING_PREFIX_FIELD_NAME = os.environ.get( - "RAG_EMBEDDING_PREFIX_FIELD_NAME", None -) +RAG_EMBEDDING_PREFIX_FIELD_NAME = os.environ.get('RAG_EMBEDDING_PREFIX_FIELD_NAME', None) RAG_RERANKING_ENGINE = PersistentConfig( - "RAG_RERANKING_ENGINE", - "rag.reranking_engine", - os.environ.get("RAG_RERANKING_ENGINE", ""), + 'RAG_RERANKING_ENGINE', + 'rag.reranking_engine', + os.environ.get('RAG_RERANKING_ENGINE', ''), ) RAG_RERANKING_MODEL = PersistentConfig( - "RAG_RERANKING_MODEL", - "rag.reranking_model", - os.environ.get("RAG_RERANKING_MODEL", ""), + 'RAG_RERANKING_MODEL', + 'rag.reranking_model', + os.environ.get('RAG_RERANKING_MODEL', ''), ) -if RAG_RERANKING_MODEL.value != "": - log.info(f"Reranking model set: {RAG_RERANKING_MODEL.value}") +if RAG_RERANKING_MODEL.value != '': + log.info(f'Reranking model set: {RAG_RERANKING_MODEL.value}') RAG_RERANKING_MODEL_AUTO_UPDATE = ( - not OFFLINE_MODE - and os.environ.get("RAG_RERANKING_MODEL_AUTO_UPDATE", "True").lower() == "true" + not OFFLINE_MODE and os.environ.get('RAG_RERANKING_MODEL_AUTO_UPDATE', 'True').lower() == 'true' ) RAG_RERANKING_MODEL_TRUST_REMOTE_CODE = ( - os.environ.get("RAG_RERANKING_MODEL_TRUST_REMOTE_CODE", "True").lower() == "true" + os.environ.get('RAG_RERANKING_MODEL_TRUST_REMOTE_CODE', 'True').lower() == 'true' ) RAG_EXTERNAL_RERANKER_URL = PersistentConfig( - "RAG_EXTERNAL_RERANKER_URL", - "rag.external_reranker_url", - os.environ.get("RAG_EXTERNAL_RERANKER_URL", ""), + 'RAG_EXTERNAL_RERANKER_URL', + 'rag.external_reranker_url', + os.environ.get('RAG_EXTERNAL_RERANKER_URL', ''), ) RAG_EXTERNAL_RERANKER_API_KEY = PersistentConfig( - "RAG_EXTERNAL_RERANKER_API_KEY", - "rag.external_reranker_api_key", - os.environ.get("RAG_EXTERNAL_RERANKER_API_KEY", ""), + 'RAG_EXTERNAL_RERANKER_API_KEY', + 'rag.external_reranker_api_key', + os.environ.get('RAG_EXTERNAL_RERANKER_API_KEY', ''), ) RAG_EXTERNAL_RERANKER_TIMEOUT = PersistentConfig( - "RAG_EXTERNAL_RERANKER_TIMEOUT", - "rag.external_reranker_timeout", - os.environ.get("RAG_EXTERNAL_RERANKER_TIMEOUT", ""), + 'RAG_EXTERNAL_RERANKER_TIMEOUT', + 'rag.external_reranker_timeout', + os.environ.get('RAG_EXTERNAL_RERANKER_TIMEOUT', ''), ) RAG_TEXT_SPLITTER = PersistentConfig( - "RAG_TEXT_SPLITTER", - "rag.text_splitter", - os.environ.get("RAG_TEXT_SPLITTER", ""), + 'RAG_TEXT_SPLITTER', + 'rag.text_splitter', + os.environ.get('RAG_TEXT_SPLITTER', ''), ) ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER = PersistentConfig( - "ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER", - "rag.enable_markdown_header_text_splitter", - os.environ.get("ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER", "True").lower() == "true", + 'ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER', + 'rag.enable_markdown_header_text_splitter', + os.environ.get('ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER', 'True').lower() == 'true', ) -TIKTOKEN_CACHE_DIR = os.environ.get("TIKTOKEN_CACHE_DIR", f"{CACHE_DIR}/tiktoken") +TIKTOKEN_CACHE_DIR = os.environ.get('TIKTOKEN_CACHE_DIR', f'{CACHE_DIR}/tiktoken') TIKTOKEN_ENCODING_NAME = PersistentConfig( - "TIKTOKEN_ENCODING_NAME", - "rag.tiktoken_encoding_name", - os.environ.get("TIKTOKEN_ENCODING_NAME", "cl100k_base"), + 'TIKTOKEN_ENCODING_NAME', + 'rag.tiktoken_encoding_name', + os.environ.get('TIKTOKEN_ENCODING_NAME', 'cl100k_base'), ) -CHUNK_SIZE = PersistentConfig( - "CHUNK_SIZE", "rag.chunk_size", int(os.environ.get("CHUNK_SIZE", "1000")) -) +CHUNK_SIZE = PersistentConfig('CHUNK_SIZE', 'rag.chunk_size', int(os.environ.get('CHUNK_SIZE', '1000'))) CHUNK_MIN_SIZE_TARGET = PersistentConfig( - "CHUNK_MIN_SIZE_TARGET", - "rag.chunk_min_size_target", - int(os.environ.get("CHUNK_MIN_SIZE_TARGET", "0")), + 'CHUNK_MIN_SIZE_TARGET', + 'rag.chunk_min_size_target', + int(os.environ.get('CHUNK_MIN_SIZE_TARGET', '0')), ) CHUNK_OVERLAP = PersistentConfig( - "CHUNK_OVERLAP", - "rag.chunk_overlap", - int(os.environ.get("CHUNK_OVERLAP", "100")), + 'CHUNK_OVERLAP', + 'rag.chunk_overlap', + int(os.environ.get('CHUNK_OVERLAP', '100')), ) DEFAULT_RAG_TEMPLATE = """### Task: @@ -3115,85 +2963,81 @@ Provide a clear and direct response to the user's query, including inline citati """ RAG_TEMPLATE = PersistentConfig( - "RAG_TEMPLATE", - "rag.template", - os.environ.get("RAG_TEMPLATE", DEFAULT_RAG_TEMPLATE), + 'RAG_TEMPLATE', + 'rag.template', + os.environ.get('RAG_TEMPLATE', DEFAULT_RAG_TEMPLATE), ) RAG_OPENAI_API_BASE_URL = PersistentConfig( - "RAG_OPENAI_API_BASE_URL", - "rag.openai_api_base_url", - os.getenv("RAG_OPENAI_API_BASE_URL", OPENAI_API_BASE_URL), + 'RAG_OPENAI_API_BASE_URL', + 'rag.openai_api_base_url', + os.getenv('RAG_OPENAI_API_BASE_URL', OPENAI_API_BASE_URL), ) RAG_OPENAI_API_KEY = PersistentConfig( - "RAG_OPENAI_API_KEY", - "rag.openai_api_key", - os.getenv("RAG_OPENAI_API_KEY", OPENAI_API_KEY), + 'RAG_OPENAI_API_KEY', + 'rag.openai_api_key', + os.getenv('RAG_OPENAI_API_KEY', OPENAI_API_KEY), ) RAG_AZURE_OPENAI_BASE_URL = PersistentConfig( - "RAG_AZURE_OPENAI_BASE_URL", - "rag.azure_openai.base_url", - os.getenv("RAG_AZURE_OPENAI_BASE_URL", ""), + 'RAG_AZURE_OPENAI_BASE_URL', + 'rag.azure_openai.base_url', + os.getenv('RAG_AZURE_OPENAI_BASE_URL', ''), ) RAG_AZURE_OPENAI_API_KEY = PersistentConfig( - "RAG_AZURE_OPENAI_API_KEY", - "rag.azure_openai.api_key", - os.getenv("RAG_AZURE_OPENAI_API_KEY", ""), + 'RAG_AZURE_OPENAI_API_KEY', + 'rag.azure_openai.api_key', + os.getenv('RAG_AZURE_OPENAI_API_KEY', ''), ) RAG_AZURE_OPENAI_API_VERSION = PersistentConfig( - "RAG_AZURE_OPENAI_API_VERSION", - "rag.azure_openai.api_version", - os.getenv("RAG_AZURE_OPENAI_API_VERSION", ""), + 'RAG_AZURE_OPENAI_API_VERSION', + 'rag.azure_openai.api_version', + os.getenv('RAG_AZURE_OPENAI_API_VERSION', ''), ) RAG_OLLAMA_BASE_URL = PersistentConfig( - "RAG_OLLAMA_BASE_URL", - "rag.ollama.url", - os.getenv("RAG_OLLAMA_BASE_URL", OLLAMA_BASE_URL), + 'RAG_OLLAMA_BASE_URL', + 'rag.ollama.url', + os.getenv('RAG_OLLAMA_BASE_URL', OLLAMA_BASE_URL), ) RAG_OLLAMA_API_KEY = PersistentConfig( - "RAG_OLLAMA_API_KEY", - "rag.ollama.key", - os.getenv("RAG_OLLAMA_API_KEY", ""), + 'RAG_OLLAMA_API_KEY', + 'rag.ollama.key', + os.getenv('RAG_OLLAMA_API_KEY', ''), ) -ENABLE_RAG_LOCAL_WEB_FETCH = ( - os.getenv("ENABLE_RAG_LOCAL_WEB_FETCH", "False").lower() == "true" -) +ENABLE_RAG_LOCAL_WEB_FETCH = os.getenv('ENABLE_RAG_LOCAL_WEB_FETCH', 'False').lower() == 'true' DEFAULT_WEB_FETCH_FILTER_LIST = [ - "!169.254.169.254", - "!fd00:ec2::254", - "!metadata.google.internal", - "!metadata.azure.com", - "!100.100.100.200", + '!169.254.169.254', + '!fd00:ec2::254', + '!metadata.google.internal', + '!metadata.azure.com', + '!100.100.100.200', ] -web_fetch_filter_list = os.getenv("WEB_FETCH_FILTER_LIST", "") -if web_fetch_filter_list == "": +web_fetch_filter_list = os.getenv('WEB_FETCH_FILTER_LIST', '') +if web_fetch_filter_list == '': web_fetch_filter_list = [] else: - web_fetch_filter_list = [ - item.strip() for item in web_fetch_filter_list.split(",") if item.strip() - ] + web_fetch_filter_list = [item.strip() for item in web_fetch_filter_list.split(',') if item.strip()] WEB_FETCH_FILTER_LIST = list(set(DEFAULT_WEB_FETCH_FILTER_LIST + web_fetch_filter_list)) YOUTUBE_LOADER_LANGUAGE = PersistentConfig( - "YOUTUBE_LOADER_LANGUAGE", - "rag.youtube_loader_language", - os.getenv("YOUTUBE_LOADER_LANGUAGE", "en").split(","), + 'YOUTUBE_LOADER_LANGUAGE', + 'rag.youtube_loader_language', + os.getenv('YOUTUBE_LOADER_LANGUAGE', 'en').split(','), ) YOUTUBE_LOADER_PROXY_URL = PersistentConfig( - "YOUTUBE_LOADER_PROXY_URL", - "rag.youtube_loader_proxy_url", - os.getenv("YOUTUBE_LOADER_PROXY_URL", ""), + 'YOUTUBE_LOADER_PROXY_URL', + 'rag.youtube_loader_proxy_url', + os.getenv('YOUTUBE_LOADER_PROXY_URL', ''), ) @@ -3202,41 +3046,39 @@ YOUTUBE_LOADER_PROXY_URL = PersistentConfig( #################################### ENABLE_WEB_SEARCH = PersistentConfig( - "ENABLE_WEB_SEARCH", - "rag.web.search.enable", - os.getenv("ENABLE_WEB_SEARCH", "False").lower() == "true", + 'ENABLE_WEB_SEARCH', + 'rag.web.search.enable', + os.getenv('ENABLE_WEB_SEARCH', 'False').lower() == 'true', ) WEB_SEARCH_ENGINE = PersistentConfig( - "WEB_SEARCH_ENGINE", - "rag.web.search.engine", - os.getenv("WEB_SEARCH_ENGINE", ""), + 'WEB_SEARCH_ENGINE', + 'rag.web.search.engine', + os.getenv('WEB_SEARCH_ENGINE', ''), ) BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL = PersistentConfig( - "BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL", - "rag.web.search.bypass_embedding_and_retrieval", - os.getenv("BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL", "False").lower() == "true", + 'BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL', + 'rag.web.search.bypass_embedding_and_retrieval', + os.getenv('BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL', 'False').lower() == 'true', ) BYPASS_WEB_SEARCH_WEB_LOADER = PersistentConfig( - "BYPASS_WEB_SEARCH_WEB_LOADER", - "rag.web.search.bypass_web_loader", - os.getenv("BYPASS_WEB_SEARCH_WEB_LOADER", "False").lower() == "true", + 'BYPASS_WEB_SEARCH_WEB_LOADER', + 'rag.web.search.bypass_web_loader', + os.getenv('BYPASS_WEB_SEARCH_WEB_LOADER', 'False').lower() == 'true', ) WEB_SEARCH_RESULT_COUNT = PersistentConfig( - "WEB_SEARCH_RESULT_COUNT", - "rag.web.search.result_count", - int(os.getenv("WEB_SEARCH_RESULT_COUNT", "3")), + 'WEB_SEARCH_RESULT_COUNT', + 'rag.web.search.result_count', + int(os.getenv('WEB_SEARCH_RESULT_COUNT', '3')), ) try: - web_search_domain_filter_list = json.loads( - os.getenv("WEB_SEARCH_DOMAIN_FILTER_LIST", "[]") - ) + web_search_domain_filter_list = json.loads(os.getenv('WEB_SEARCH_DOMAIN_FILTER_LIST', '[]')) except Exception as e: web_search_domain_filter_list = [ # "wikipedia.com", @@ -3248,351 +3090,354 @@ except Exception as e: # You can provide a list of your own websites to filter after performing a web search. # This ensures the highest level of safety and reliability of the information sources. WEB_SEARCH_DOMAIN_FILTER_LIST = PersistentConfig( - "WEB_SEARCH_DOMAIN_FILTER_LIST", - "rag.web.search.domain.filter_list", + 'WEB_SEARCH_DOMAIN_FILTER_LIST', + 'rag.web.search.domain.filter_list', web_search_domain_filter_list, ) WEB_SEARCH_CONCURRENT_REQUESTS = PersistentConfig( - "WEB_SEARCH_CONCURRENT_REQUESTS", - "rag.web.search.concurrent_requests", - int(os.getenv("WEB_SEARCH_CONCURRENT_REQUESTS", "0")), + 'WEB_SEARCH_CONCURRENT_REQUESTS', + 'rag.web.search.concurrent_requests', + int(os.getenv('WEB_SEARCH_CONCURRENT_REQUESTS', '0')), ) +WEB_FETCH_MAX_CONTENT_LENGTH = PersistentConfig( + 'WEB_FETCH_MAX_CONTENT_LENGTH', + 'rag.web.fetch.max_content_length', + (int(os.environ.get('WEB_FETCH_MAX_CONTENT_LENGTH')) if os.environ.get('WEB_FETCH_MAX_CONTENT_LENGTH') else None), +) WEB_LOADER_ENGINE = PersistentConfig( - "WEB_LOADER_ENGINE", - "rag.web.loader.engine", - os.environ.get("WEB_LOADER_ENGINE", ""), + 'WEB_LOADER_ENGINE', + 'rag.web.loader.engine', + os.environ.get('WEB_LOADER_ENGINE', ''), ) WEB_LOADER_CONCURRENT_REQUESTS = PersistentConfig( - "WEB_LOADER_CONCURRENT_REQUESTS", - "rag.web.loader.concurrent_requests", - int(os.getenv("WEB_LOADER_CONCURRENT_REQUESTS", "10")), + 'WEB_LOADER_CONCURRENT_REQUESTS', + 'rag.web.loader.concurrent_requests', + int(os.getenv('WEB_LOADER_CONCURRENT_REQUESTS', '10')), ) WEB_LOADER_TIMEOUT = PersistentConfig( - "WEB_LOADER_TIMEOUT", - "rag.web.loader.timeout", - os.getenv("WEB_LOADER_TIMEOUT", ""), + 'WEB_LOADER_TIMEOUT', + 'rag.web.loader.timeout', + os.getenv('WEB_LOADER_TIMEOUT', ''), ) ENABLE_WEB_LOADER_SSL_VERIFICATION = PersistentConfig( - "ENABLE_WEB_LOADER_SSL_VERIFICATION", - "rag.web.loader.ssl_verification", - os.environ.get("ENABLE_WEB_LOADER_SSL_VERIFICATION", "True").lower() == "true", + 'ENABLE_WEB_LOADER_SSL_VERIFICATION', + 'rag.web.loader.ssl_verification', + os.environ.get('ENABLE_WEB_LOADER_SSL_VERIFICATION', 'True').lower() == 'true', ) WEB_SEARCH_TRUST_ENV = PersistentConfig( - "WEB_SEARCH_TRUST_ENV", - "rag.web.search.trust_env", - os.getenv("WEB_SEARCH_TRUST_ENV", "False").lower() == "true", + 'WEB_SEARCH_TRUST_ENV', + 'rag.web.search.trust_env', + os.getenv('WEB_SEARCH_TRUST_ENV', 'False').lower() == 'true', ) OLLAMA_CLOUD_WEB_SEARCH_API_KEY = PersistentConfig( - "OLLAMA_CLOUD_WEB_SEARCH_API_KEY", - "rag.web.search.ollama_cloud_api_key", - os.getenv("OLLAMA_CLOUD_API_KEY", ""), + 'OLLAMA_CLOUD_WEB_SEARCH_API_KEY', + 'rag.web.search.ollama_cloud_api_key', + os.getenv('OLLAMA_CLOUD_API_KEY', ''), ) SEARXNG_QUERY_URL = PersistentConfig( - "SEARXNG_QUERY_URL", - "rag.web.search.searxng_query_url", - os.getenv("SEARXNG_QUERY_URL", ""), + 'SEARXNG_QUERY_URL', + 'rag.web.search.searxng_query_url', + os.getenv('SEARXNG_QUERY_URL', ''), ) SEARXNG_LANGUAGE = PersistentConfig( - "SEARXNG_LANGUAGE", - "rag.web.search.searxng_language", - os.getenv("SEARXNG_LANGUAGE", "all"), + 'SEARXNG_LANGUAGE', + 'rag.web.search.searxng_language', + os.getenv('SEARXNG_LANGUAGE', 'all'), ) YACY_QUERY_URL = PersistentConfig( - "YACY_QUERY_URL", - "rag.web.search.yacy_query_url", - os.getenv("YACY_QUERY_URL", ""), + 'YACY_QUERY_URL', + 'rag.web.search.yacy_query_url', + os.getenv('YACY_QUERY_URL', ''), ) YACY_USERNAME = PersistentConfig( - "YACY_USERNAME", - "rag.web.search.yacy_username", - os.getenv("YACY_USERNAME", ""), + 'YACY_USERNAME', + 'rag.web.search.yacy_username', + os.getenv('YACY_USERNAME', ''), ) YACY_PASSWORD = PersistentConfig( - "YACY_PASSWORD", - "rag.web.search.yacy_password", - os.getenv("YACY_PASSWORD", ""), + 'YACY_PASSWORD', + 'rag.web.search.yacy_password', + os.getenv('YACY_PASSWORD', ''), ) GOOGLE_PSE_API_KEY = PersistentConfig( - "GOOGLE_PSE_API_KEY", - "rag.web.search.google_pse_api_key", - os.getenv("GOOGLE_PSE_API_KEY", ""), + 'GOOGLE_PSE_API_KEY', + 'rag.web.search.google_pse_api_key', + os.getenv('GOOGLE_PSE_API_KEY', ''), ) GOOGLE_PSE_ENGINE_ID = PersistentConfig( - "GOOGLE_PSE_ENGINE_ID", - "rag.web.search.google_pse_engine_id", - os.getenv("GOOGLE_PSE_ENGINE_ID", ""), + 'GOOGLE_PSE_ENGINE_ID', + 'rag.web.search.google_pse_engine_id', + os.getenv('GOOGLE_PSE_ENGINE_ID', ''), ) BRAVE_SEARCH_API_KEY = PersistentConfig( - "BRAVE_SEARCH_API_KEY", - "rag.web.search.brave_search_api_key", - os.getenv("BRAVE_SEARCH_API_KEY", ""), + 'BRAVE_SEARCH_API_KEY', + 'rag.web.search.brave_search_api_key', + os.getenv('BRAVE_SEARCH_API_KEY', ''), ) KAGI_SEARCH_API_KEY = PersistentConfig( - "KAGI_SEARCH_API_KEY", - "rag.web.search.kagi_search_api_key", - os.getenv("KAGI_SEARCH_API_KEY", ""), + 'KAGI_SEARCH_API_KEY', + 'rag.web.search.kagi_search_api_key', + os.getenv('KAGI_SEARCH_API_KEY', ''), ) MOJEEK_SEARCH_API_KEY = PersistentConfig( - "MOJEEK_SEARCH_API_KEY", - "rag.web.search.mojeek_search_api_key", - os.getenv("MOJEEK_SEARCH_API_KEY", ""), + 'MOJEEK_SEARCH_API_KEY', + 'rag.web.search.mojeek_search_api_key', + os.getenv('MOJEEK_SEARCH_API_KEY', ''), ) BOCHA_SEARCH_API_KEY = PersistentConfig( - "BOCHA_SEARCH_API_KEY", - "rag.web.search.bocha_search_api_key", - os.getenv("BOCHA_SEARCH_API_KEY", ""), + 'BOCHA_SEARCH_API_KEY', + 'rag.web.search.bocha_search_api_key', + os.getenv('BOCHA_SEARCH_API_KEY', ''), ) SERPSTACK_API_KEY = PersistentConfig( - "SERPSTACK_API_KEY", - "rag.web.search.serpstack_api_key", - os.getenv("SERPSTACK_API_KEY", ""), + 'SERPSTACK_API_KEY', + 'rag.web.search.serpstack_api_key', + os.getenv('SERPSTACK_API_KEY', ''), ) SERPSTACK_HTTPS = PersistentConfig( - "SERPSTACK_HTTPS", - "rag.web.search.serpstack_https", - os.getenv("SERPSTACK_HTTPS", "True").lower() == "true", + 'SERPSTACK_HTTPS', + 'rag.web.search.serpstack_https', + os.getenv('SERPSTACK_HTTPS', 'True').lower() == 'true', ) SERPER_API_KEY = PersistentConfig( - "SERPER_API_KEY", - "rag.web.search.serper_api_key", - os.getenv("SERPER_API_KEY", ""), + 'SERPER_API_KEY', + 'rag.web.search.serper_api_key', + os.getenv('SERPER_API_KEY', ''), ) SERPLY_API_KEY = PersistentConfig( - "SERPLY_API_KEY", - "rag.web.search.serply_api_key", - os.getenv("SERPLY_API_KEY", ""), + 'SERPLY_API_KEY', + 'rag.web.search.serply_api_key', + os.getenv('SERPLY_API_KEY', ''), ) DDGS_BACKEND = PersistentConfig( - "DDGS_BACKEND", - "rag.web.search.ddgs_backend", - os.getenv("DDGS_BACKEND", "auto"), + 'DDGS_BACKEND', + 'rag.web.search.ddgs_backend', + os.getenv('DDGS_BACKEND', 'auto'), ) JINA_API_KEY = PersistentConfig( - "JINA_API_KEY", - "rag.web.search.jina_api_key", - os.getenv("JINA_API_KEY", ""), + 'JINA_API_KEY', + 'rag.web.search.jina_api_key', + os.getenv('JINA_API_KEY', ''), ) JINA_API_BASE_URL = PersistentConfig( - "JINA_API_BASE_URL", - "rag.web.search.jina_api_base_url", - os.getenv("JINA_API_BASE_URL", ""), + 'JINA_API_BASE_URL', + 'rag.web.search.jina_api_base_url', + os.getenv('JINA_API_BASE_URL', ''), ) SEARCHAPI_API_KEY = PersistentConfig( - "SEARCHAPI_API_KEY", - "rag.web.search.searchapi_api_key", - os.getenv("SEARCHAPI_API_KEY", ""), + 'SEARCHAPI_API_KEY', + 'rag.web.search.searchapi_api_key', + os.getenv('SEARCHAPI_API_KEY', ''), ) SEARCHAPI_ENGINE = PersistentConfig( - "SEARCHAPI_ENGINE", - "rag.web.search.searchapi_engine", - os.getenv("SEARCHAPI_ENGINE", ""), + 'SEARCHAPI_ENGINE', + 'rag.web.search.searchapi_engine', + os.getenv('SEARCHAPI_ENGINE', ''), ) SERPAPI_API_KEY = PersistentConfig( - "SERPAPI_API_KEY", - "rag.web.search.serpapi_api_key", - os.getenv("SERPAPI_API_KEY", ""), + 'SERPAPI_API_KEY', + 'rag.web.search.serpapi_api_key', + os.getenv('SERPAPI_API_KEY', ''), ) SERPAPI_ENGINE = PersistentConfig( - "SERPAPI_ENGINE", - "rag.web.search.serpapi_engine", - os.getenv("SERPAPI_ENGINE", ""), + 'SERPAPI_ENGINE', + 'rag.web.search.serpapi_engine', + os.getenv('SERPAPI_ENGINE', ''), ) BING_SEARCH_V7_ENDPOINT = PersistentConfig( - "BING_SEARCH_V7_ENDPOINT", - "rag.web.search.bing_search_v7_endpoint", - os.environ.get( - "BING_SEARCH_V7_ENDPOINT", "https://api.bing.microsoft.com/v7.0/search" - ), + 'BING_SEARCH_V7_ENDPOINT', + 'rag.web.search.bing_search_v7_endpoint', + os.environ.get('BING_SEARCH_V7_ENDPOINT', 'https://api.bing.microsoft.com/v7.0/search'), ) BING_SEARCH_V7_SUBSCRIPTION_KEY = PersistentConfig( - "BING_SEARCH_V7_SUBSCRIPTION_KEY", - "rag.web.search.bing_search_v7_subscription_key", - os.environ.get("BING_SEARCH_V7_SUBSCRIPTION_KEY", ""), + 'BING_SEARCH_V7_SUBSCRIPTION_KEY', + 'rag.web.search.bing_search_v7_subscription_key', + os.environ.get('BING_SEARCH_V7_SUBSCRIPTION_KEY', ''), ) AZURE_AI_SEARCH_API_KEY = PersistentConfig( - "AZURE_AI_SEARCH_API_KEY", - "rag.web.search.azure_ai_search_api_key", - os.environ.get("AZURE_AI_SEARCH_API_KEY", ""), + 'AZURE_AI_SEARCH_API_KEY', + 'rag.web.search.azure_ai_search_api_key', + os.environ.get('AZURE_AI_SEARCH_API_KEY', ''), ) AZURE_AI_SEARCH_ENDPOINT = PersistentConfig( - "AZURE_AI_SEARCH_ENDPOINT", - "rag.web.search.azure_ai_search_endpoint", - os.environ.get("AZURE_AI_SEARCH_ENDPOINT", ""), + 'AZURE_AI_SEARCH_ENDPOINT', + 'rag.web.search.azure_ai_search_endpoint', + os.environ.get('AZURE_AI_SEARCH_ENDPOINT', ''), ) AZURE_AI_SEARCH_INDEX_NAME = PersistentConfig( - "AZURE_AI_SEARCH_INDEX_NAME", - "rag.web.search.azure_ai_search_index_name", - os.environ.get("AZURE_AI_SEARCH_INDEX_NAME", ""), + 'AZURE_AI_SEARCH_INDEX_NAME', + 'rag.web.search.azure_ai_search_index_name', + os.environ.get('AZURE_AI_SEARCH_INDEX_NAME', ''), ) EXA_API_KEY = PersistentConfig( - "EXA_API_KEY", - "rag.web.search.exa_api_key", - os.getenv("EXA_API_KEY", ""), + 'EXA_API_KEY', + 'rag.web.search.exa_api_key', + os.getenv('EXA_API_KEY', ''), ) PERPLEXITY_API_KEY = PersistentConfig( - "PERPLEXITY_API_KEY", - "rag.web.search.perplexity_api_key", - os.getenv("PERPLEXITY_API_KEY", ""), + 'PERPLEXITY_API_KEY', + 'rag.web.search.perplexity_api_key', + os.getenv('PERPLEXITY_API_KEY', ''), ) PERPLEXITY_MODEL = PersistentConfig( - "PERPLEXITY_MODEL", - "rag.web.search.perplexity_model", - os.getenv("PERPLEXITY_MODEL", "sonar"), + 'PERPLEXITY_MODEL', + 'rag.web.search.perplexity_model', + os.getenv('PERPLEXITY_MODEL', 'sonar'), ) PERPLEXITY_SEARCH_CONTEXT_USAGE = PersistentConfig( - "PERPLEXITY_SEARCH_CONTEXT_USAGE", - "rag.web.search.perplexity_search_context_usage", - os.getenv("PERPLEXITY_SEARCH_CONTEXT_USAGE", "medium"), + 'PERPLEXITY_SEARCH_CONTEXT_USAGE', + 'rag.web.search.perplexity_search_context_usage', + os.getenv('PERPLEXITY_SEARCH_CONTEXT_USAGE', 'medium'), ) PERPLEXITY_SEARCH_API_URL = PersistentConfig( - "PERPLEXITY_SEARCH_API_URL", - "rag.web.search.perplexity_search_api_url", - os.getenv("PERPLEXITY_SEARCH_API_URL", "https://api.perplexity.ai/search"), + 'PERPLEXITY_SEARCH_API_URL', + 'rag.web.search.perplexity_search_api_url', + os.getenv('PERPLEXITY_SEARCH_API_URL', 'https://api.perplexity.ai/search'), ) SOUGOU_API_SID = PersistentConfig( - "SOUGOU_API_SID", - "rag.web.search.sougou_api_sid", - os.getenv("SOUGOU_API_SID", ""), + 'SOUGOU_API_SID', + 'rag.web.search.sougou_api_sid', + os.getenv('SOUGOU_API_SID', ''), ) SOUGOU_API_SK = PersistentConfig( - "SOUGOU_API_SK", - "rag.web.search.sougou_api_sk", - os.getenv("SOUGOU_API_SK", ""), + 'SOUGOU_API_SK', + 'rag.web.search.sougou_api_sk', + os.getenv('SOUGOU_API_SK', ''), ) TAVILY_API_KEY = PersistentConfig( - "TAVILY_API_KEY", - "rag.web.search.tavily_api_key", - os.getenv("TAVILY_API_KEY", ""), + 'TAVILY_API_KEY', + 'rag.web.search.tavily_api_key', + os.getenv('TAVILY_API_KEY', ''), ) TAVILY_EXTRACT_DEPTH = PersistentConfig( - "TAVILY_EXTRACT_DEPTH", - "rag.web.search.tavily_extract_depth", - os.getenv("TAVILY_EXTRACT_DEPTH", "basic"), + 'TAVILY_EXTRACT_DEPTH', + 'rag.web.search.tavily_extract_depth', + os.getenv('TAVILY_EXTRACT_DEPTH', 'basic'), ) PLAYWRIGHT_WS_URL = PersistentConfig( - "PLAYWRIGHT_WS_URL", - "rag.web.loader.playwright_ws_url", - os.environ.get("PLAYWRIGHT_WS_URL", ""), + 'PLAYWRIGHT_WS_URL', + 'rag.web.loader.playwright_ws_url', + os.environ.get('PLAYWRIGHT_WS_URL', ''), ) PLAYWRIGHT_TIMEOUT = PersistentConfig( - "PLAYWRIGHT_TIMEOUT", - "rag.web.loader.playwright_timeout", - int(os.environ.get("PLAYWRIGHT_TIMEOUT", "10000")), + 'PLAYWRIGHT_TIMEOUT', + 'rag.web.loader.playwright_timeout', + int(os.environ.get('PLAYWRIGHT_TIMEOUT', '10000')), ) FIRECRAWL_API_KEY = PersistentConfig( - "FIRECRAWL_API_KEY", - "rag.web.loader.firecrawl_api_key", - os.environ.get("FIRECRAWL_API_KEY", ""), + 'FIRECRAWL_API_KEY', + 'rag.web.loader.firecrawl_api_key', + os.environ.get('FIRECRAWL_API_KEY', ''), ) FIRECRAWL_API_BASE_URL = PersistentConfig( - "FIRECRAWL_API_BASE_URL", - "rag.web.loader.firecrawl_api_url", - os.environ.get("FIRECRAWL_API_BASE_URL", "https://api.firecrawl.dev"), + 'FIRECRAWL_API_BASE_URL', + 'rag.web.loader.firecrawl_api_url', + os.environ.get('FIRECRAWL_API_BASE_URL', 'https://api.firecrawl.dev'), ) FIRECRAWL_TIMEOUT = PersistentConfig( - "FIRECRAWL_TIMEOUT", - "rag.web.loader.firecrawl_timeout", - os.environ.get("FIRECRAWL_TIMEOUT", ""), + 'FIRECRAWL_TIMEOUT', + 'rag.web.loader.firecrawl_timeout', + os.environ.get('FIRECRAWL_TIMEOUT', ''), ) EXTERNAL_WEB_SEARCH_URL = PersistentConfig( - "EXTERNAL_WEB_SEARCH_URL", - "rag.web.search.external_web_search_url", - os.environ.get("EXTERNAL_WEB_SEARCH_URL", ""), + 'EXTERNAL_WEB_SEARCH_URL', + 'rag.web.search.external_web_search_url', + os.environ.get('EXTERNAL_WEB_SEARCH_URL', ''), ) EXTERNAL_WEB_SEARCH_API_KEY = PersistentConfig( - "EXTERNAL_WEB_SEARCH_API_KEY", - "rag.web.search.external_web_search_api_key", - os.environ.get("EXTERNAL_WEB_SEARCH_API_KEY", ""), + 'EXTERNAL_WEB_SEARCH_API_KEY', + 'rag.web.search.external_web_search_api_key', + os.environ.get('EXTERNAL_WEB_SEARCH_API_KEY', ''), ) EXTERNAL_WEB_LOADER_URL = PersistentConfig( - "EXTERNAL_WEB_LOADER_URL", - "rag.web.loader.external_web_loader_url", - os.environ.get("EXTERNAL_WEB_LOADER_URL", ""), + 'EXTERNAL_WEB_LOADER_URL', + 'rag.web.loader.external_web_loader_url', + os.environ.get('EXTERNAL_WEB_LOADER_URL', ''), ) EXTERNAL_WEB_LOADER_API_KEY = PersistentConfig( - "EXTERNAL_WEB_LOADER_API_KEY", - "rag.web.loader.external_web_loader_api_key", - os.environ.get("EXTERNAL_WEB_LOADER_API_KEY", ""), + 'EXTERNAL_WEB_LOADER_API_KEY', + 'rag.web.loader.external_web_loader_api_key', + os.environ.get('EXTERNAL_WEB_LOADER_API_KEY', ''), ) YANDEX_WEB_SEARCH_URL = PersistentConfig( - "YANDEX_WEB_SEARCH_URL", - "rag.web.search.yandex_web_search_url", - os.environ.get("YANDEX_WEB_SEARCH_URL", ""), + 'YANDEX_WEB_SEARCH_URL', + 'rag.web.search.yandex_web_search_url', + os.environ.get('YANDEX_WEB_SEARCH_URL', ''), ) YANDEX_WEB_SEARCH_API_KEY = PersistentConfig( - "YANDEX_WEB_SEARCH_API_KEY", - "rag.web.search.yandex_web_search_api_key", - os.environ.get("YANDEX_WEB_SEARCH_API_KEY", ""), + 'YANDEX_WEB_SEARCH_API_KEY', + 'rag.web.search.yandex_web_search_api_key', + os.environ.get('YANDEX_WEB_SEARCH_API_KEY', ''), ) YANDEX_WEB_SEARCH_CONFIG = PersistentConfig( - "YANDEX_WEB_SEARCH_CONFIG", - "rag.web.search.yandex_web_search_config", - os.environ.get("YANDEX_WEB_SEARCH_CONFIG", ""), + 'YANDEX_WEB_SEARCH_CONFIG', + 'rag.web.search.yandex_web_search_config', + os.environ.get('YANDEX_WEB_SEARCH_CONFIG', ''), ) YOUCOM_API_KEY = PersistentConfig( - "YOUCOM_API_KEY", - "rag.web.search.youcom_api_key", - os.environ.get("YOUCOM_API_KEY", ""), + 'YOUCOM_API_KEY', + 'rag.web.search.youcom_api_key', + os.environ.get('YOUCOM_API_KEY', ''), ) #################################### @@ -3600,80 +3445,72 @@ YOUCOM_API_KEY = PersistentConfig( #################################### ENABLE_IMAGE_GENERATION = PersistentConfig( - "ENABLE_IMAGE_GENERATION", - "image_generation.enable", - os.environ.get("ENABLE_IMAGE_GENERATION", "").lower() == "true", + 'ENABLE_IMAGE_GENERATION', + 'image_generation.enable', + os.environ.get('ENABLE_IMAGE_GENERATION', '').lower() == 'true', ) IMAGE_GENERATION_ENGINE = PersistentConfig( - "IMAGE_GENERATION_ENGINE", - "image_generation.engine", - os.getenv("IMAGE_GENERATION_ENGINE", "openai"), + 'IMAGE_GENERATION_ENGINE', + 'image_generation.engine', + os.getenv('IMAGE_GENERATION_ENGINE', 'openai'), ) IMAGE_GENERATION_MODEL = PersistentConfig( - "IMAGE_GENERATION_MODEL", - "image_generation.model", - os.getenv("IMAGE_GENERATION_MODEL", ""), + 'IMAGE_GENERATION_MODEL', + 'image_generation.model', + os.getenv('IMAGE_GENERATION_MODEL', ''), ) # Regex pattern for models that support IMAGE_SIZE = "auto". -IMAGE_AUTO_SIZE_MODELS_REGEX_PATTERN = os.getenv( - "IMAGE_AUTO_SIZE_MODELS_REGEX_PATTERN", "^gpt-image" -) +IMAGE_AUTO_SIZE_MODELS_REGEX_PATTERN = os.getenv('IMAGE_AUTO_SIZE_MODELS_REGEX_PATTERN', '^gpt-image') # Regex pattern for models that return URLs instead of base64 data. -IMAGE_URL_RESPONSE_MODELS_REGEX_PATTERN = os.getenv( - "IMAGE_URL_RESPONSE_MODELS_REGEX_PATTERN", "^gpt-image" -) +IMAGE_URL_RESPONSE_MODELS_REGEX_PATTERN = os.getenv('IMAGE_URL_RESPONSE_MODELS_REGEX_PATTERN', '^gpt-image') -IMAGE_SIZE = PersistentConfig( - "IMAGE_SIZE", "image_generation.size", os.getenv("IMAGE_SIZE", "512x512") -) +IMAGE_SIZE = PersistentConfig('IMAGE_SIZE', 'image_generation.size', os.getenv('IMAGE_SIZE', '512x512')) -IMAGE_STEPS = PersistentConfig( - "IMAGE_STEPS", "image_generation.steps", int(os.getenv("IMAGE_STEPS", 50)) -) +IMAGE_STEPS = PersistentConfig('IMAGE_STEPS', 'image_generation.steps', int(os.getenv('IMAGE_STEPS', 50))) ENABLE_IMAGE_PROMPT_GENERATION = PersistentConfig( - "ENABLE_IMAGE_PROMPT_GENERATION", - "image_generation.prompt.enable", - os.environ.get("ENABLE_IMAGE_PROMPT_GENERATION", "true").lower() == "true", + 'ENABLE_IMAGE_PROMPT_GENERATION', + 'image_generation.prompt.enable', + os.environ.get('ENABLE_IMAGE_PROMPT_GENERATION', 'true').lower() == 'true', ) AUTOMATIC1111_BASE_URL = PersistentConfig( - "AUTOMATIC1111_BASE_URL", - "image_generation.automatic1111.base_url", - os.getenv("AUTOMATIC1111_BASE_URL", ""), + 'AUTOMATIC1111_BASE_URL', + 'image_generation.automatic1111.base_url', + os.getenv('AUTOMATIC1111_BASE_URL', ''), ) AUTOMATIC1111_API_AUTH = PersistentConfig( - "AUTOMATIC1111_API_AUTH", - "image_generation.automatic1111.api_auth", - os.getenv("AUTOMATIC1111_API_AUTH", ""), + 'AUTOMATIC1111_API_AUTH', + 'image_generation.automatic1111.api_auth', + os.getenv('AUTOMATIC1111_API_AUTH', ''), ) -automatic1111_params = os.getenv("AUTOMATIC1111_PARAMS", "") +automatic1111_params = os.getenv('AUTOMATIC1111_PARAMS', '') try: automatic1111_params = json.loads(automatic1111_params) except json.JSONDecodeError: automatic1111_params = {} AUTOMATIC1111_PARAMS = PersistentConfig( - "AUTOMATIC1111_PARAMS", - "image_generation.automatic1111.api_params", + 'AUTOMATIC1111_PARAMS', + 'image_generation.automatic1111.api_params', automatic1111_params, ) COMFYUI_BASE_URL = PersistentConfig( - "COMFYUI_BASE_URL", - "image_generation.comfyui.base_url", - os.getenv("COMFYUI_BASE_URL", ""), + 'COMFYUI_BASE_URL', + 'image_generation.comfyui.base_url', + os.getenv('COMFYUI_BASE_URL', ''), ) COMFYUI_API_KEY = PersistentConfig( - "COMFYUI_API_KEY", - "image_generation.comfyui.api_key", - os.getenv("COMFYUI_API_KEY", ""), + 'COMFYUI_API_KEY', + 'image_generation.comfyui.api_key', + os.getenv('COMFYUI_API_KEY', ''), ) COMFYUI_DEFAULT_WORKFLOW = """ @@ -3788,41 +3625,41 @@ COMFYUI_DEFAULT_WORKFLOW = """ COMFYUI_WORKFLOW = PersistentConfig( - "COMFYUI_WORKFLOW", - "image_generation.comfyui.workflow", - os.getenv("COMFYUI_WORKFLOW", COMFYUI_DEFAULT_WORKFLOW), + 'COMFYUI_WORKFLOW', + 'image_generation.comfyui.workflow', + os.getenv('COMFYUI_WORKFLOW', COMFYUI_DEFAULT_WORKFLOW), ) -comfyui_workflow_nodes = os.getenv("COMFYUI_WORKFLOW_NODES", "") +comfyui_workflow_nodes = os.getenv('COMFYUI_WORKFLOW_NODES', '') try: comfyui_workflow_nodes = json.loads(comfyui_workflow_nodes) except json.JSONDecodeError: comfyui_workflow_nodes = [] COMFYUI_WORKFLOW_NODES = PersistentConfig( - "COMFYUI_WORKFLOW_NODES", - "image_generation.comfyui.nodes", + 'COMFYUI_WORKFLOW_NODES', + 'image_generation.comfyui.nodes', comfyui_workflow_nodes, ) IMAGES_OPENAI_API_BASE_URL = PersistentConfig( - "IMAGES_OPENAI_API_BASE_URL", - "image_generation.openai.api_base_url", - os.getenv("IMAGES_OPENAI_API_BASE_URL", OPENAI_API_BASE_URL), + 'IMAGES_OPENAI_API_BASE_URL', + 'image_generation.openai.api_base_url', + os.getenv('IMAGES_OPENAI_API_BASE_URL', OPENAI_API_BASE_URL), ) IMAGES_OPENAI_API_VERSION = PersistentConfig( - "IMAGES_OPENAI_API_VERSION", - "image_generation.openai.api_version", - os.getenv("IMAGES_OPENAI_API_VERSION", ""), + 'IMAGES_OPENAI_API_VERSION', + 'image_generation.openai.api_version', + os.getenv('IMAGES_OPENAI_API_VERSION', ''), ) IMAGES_OPENAI_API_KEY = PersistentConfig( - "IMAGES_OPENAI_API_KEY", - "image_generation.openai.api_key", - os.getenv("IMAGES_OPENAI_API_KEY", OPENAI_API_KEY), + 'IMAGES_OPENAI_API_KEY', + 'image_generation.openai.api_key', + os.getenv('IMAGES_OPENAI_API_KEY', OPENAI_API_KEY), ) -images_openai_params = os.getenv("IMAGES_OPENAI_PARAMS", "") +images_openai_params = os.getenv('IMAGES_OPENAI_PARAMS', '') try: images_openai_params = json.loads(images_openai_params) except json.JSONDecodeError: @@ -3830,104 +3667,102 @@ except json.JSONDecodeError: IMAGES_OPENAI_API_PARAMS = PersistentConfig( - "IMAGES_OPENAI_API_PARAMS", "image_generation.openai.params", images_openai_params + 'IMAGES_OPENAI_API_PARAMS', 'image_generation.openai.params', images_openai_params ) IMAGES_GEMINI_API_BASE_URL = PersistentConfig( - "IMAGES_GEMINI_API_BASE_URL", - "image_generation.gemini.api_base_url", - os.getenv("IMAGES_GEMINI_API_BASE_URL", GEMINI_API_BASE_URL), + 'IMAGES_GEMINI_API_BASE_URL', + 'image_generation.gemini.api_base_url', + os.getenv('IMAGES_GEMINI_API_BASE_URL', GEMINI_API_BASE_URL), ) IMAGES_GEMINI_API_KEY = PersistentConfig( - "IMAGES_GEMINI_API_KEY", - "image_generation.gemini.api_key", - os.getenv("IMAGES_GEMINI_API_KEY", GEMINI_API_KEY), + 'IMAGES_GEMINI_API_KEY', + 'image_generation.gemini.api_key', + os.getenv('IMAGES_GEMINI_API_KEY', GEMINI_API_KEY), ) IMAGES_GEMINI_ENDPOINT_METHOD = PersistentConfig( - "IMAGES_GEMINI_ENDPOINT_METHOD", - "image_generation.gemini.endpoint_method", - os.getenv("IMAGES_GEMINI_ENDPOINT_METHOD", ""), + 'IMAGES_GEMINI_ENDPOINT_METHOD', + 'image_generation.gemini.endpoint_method', + os.getenv('IMAGES_GEMINI_ENDPOINT_METHOD', ''), ) ENABLE_IMAGE_EDIT = PersistentConfig( - "ENABLE_IMAGE_EDIT", - "images.edit.enable", - os.environ.get("ENABLE_IMAGE_EDIT", "").lower() == "true", + 'ENABLE_IMAGE_EDIT', + 'images.edit.enable', + os.environ.get('ENABLE_IMAGE_EDIT', '').lower() == 'true', ) IMAGE_EDIT_ENGINE = PersistentConfig( - "IMAGE_EDIT_ENGINE", - "images.edit.engine", - os.getenv("IMAGE_EDIT_ENGINE", "openai"), + 'IMAGE_EDIT_ENGINE', + 'images.edit.engine', + os.getenv('IMAGE_EDIT_ENGINE', 'openai'), ) IMAGE_EDIT_MODEL = PersistentConfig( - "IMAGE_EDIT_MODEL", - "images.edit.model", - os.getenv("IMAGE_EDIT_MODEL", ""), + 'IMAGE_EDIT_MODEL', + 'images.edit.model', + os.getenv('IMAGE_EDIT_MODEL', ''), ) -IMAGE_EDIT_SIZE = PersistentConfig( - "IMAGE_EDIT_SIZE", "images.edit.size", os.getenv("IMAGE_EDIT_SIZE", "") -) +IMAGE_EDIT_SIZE = PersistentConfig('IMAGE_EDIT_SIZE', 'images.edit.size', os.getenv('IMAGE_EDIT_SIZE', '')) IMAGES_EDIT_OPENAI_API_BASE_URL = PersistentConfig( - "IMAGES_EDIT_OPENAI_API_BASE_URL", - "images.edit.openai.api_base_url", - os.getenv("IMAGES_EDIT_OPENAI_API_BASE_URL", OPENAI_API_BASE_URL), + 'IMAGES_EDIT_OPENAI_API_BASE_URL', + 'images.edit.openai.api_base_url', + os.getenv('IMAGES_EDIT_OPENAI_API_BASE_URL', OPENAI_API_BASE_URL), ) IMAGES_EDIT_OPENAI_API_VERSION = PersistentConfig( - "IMAGES_EDIT_OPENAI_API_VERSION", - "images.edit.openai.api_version", - os.getenv("IMAGES_EDIT_OPENAI_API_VERSION", ""), + 'IMAGES_EDIT_OPENAI_API_VERSION', + 'images.edit.openai.api_version', + os.getenv('IMAGES_EDIT_OPENAI_API_VERSION', ''), ) IMAGES_EDIT_OPENAI_API_KEY = PersistentConfig( - "IMAGES_EDIT_OPENAI_API_KEY", - "images.edit.openai.api_key", - os.getenv("IMAGES_EDIT_OPENAI_API_KEY", OPENAI_API_KEY), + 'IMAGES_EDIT_OPENAI_API_KEY', + 'images.edit.openai.api_key', + os.getenv('IMAGES_EDIT_OPENAI_API_KEY', OPENAI_API_KEY), ) IMAGES_EDIT_GEMINI_API_BASE_URL = PersistentConfig( - "IMAGES_EDIT_GEMINI_API_BASE_URL", - "images.edit.gemini.api_base_url", - os.getenv("IMAGES_EDIT_GEMINI_API_BASE_URL", GEMINI_API_BASE_URL), + 'IMAGES_EDIT_GEMINI_API_BASE_URL', + 'images.edit.gemini.api_base_url', + os.getenv('IMAGES_EDIT_GEMINI_API_BASE_URL', GEMINI_API_BASE_URL), ) IMAGES_EDIT_GEMINI_API_KEY = PersistentConfig( - "IMAGES_EDIT_GEMINI_API_KEY", - "images.edit.gemini.api_key", - os.getenv("IMAGES_EDIT_GEMINI_API_KEY", GEMINI_API_KEY), + 'IMAGES_EDIT_GEMINI_API_KEY', + 'images.edit.gemini.api_key', + os.getenv('IMAGES_EDIT_GEMINI_API_KEY', GEMINI_API_KEY), ) IMAGES_EDIT_COMFYUI_BASE_URL = PersistentConfig( - "IMAGES_EDIT_COMFYUI_BASE_URL", - "images.edit.comfyui.base_url", - os.getenv("IMAGES_EDIT_COMFYUI_BASE_URL", ""), + 'IMAGES_EDIT_COMFYUI_BASE_URL', + 'images.edit.comfyui.base_url', + os.getenv('IMAGES_EDIT_COMFYUI_BASE_URL', ''), ) IMAGES_EDIT_COMFYUI_API_KEY = PersistentConfig( - "IMAGES_EDIT_COMFYUI_API_KEY", - "images.edit.comfyui.api_key", - os.getenv("IMAGES_EDIT_COMFYUI_API_KEY", ""), + 'IMAGES_EDIT_COMFYUI_API_KEY', + 'images.edit.comfyui.api_key', + os.getenv('IMAGES_EDIT_COMFYUI_API_KEY', ''), ) IMAGES_EDIT_COMFYUI_WORKFLOW = PersistentConfig( - "IMAGES_EDIT_COMFYUI_WORKFLOW", - "images.edit.comfyui.workflow", - os.getenv("IMAGES_EDIT_COMFYUI_WORKFLOW", ""), + 'IMAGES_EDIT_COMFYUI_WORKFLOW', + 'images.edit.comfyui.workflow', + os.getenv('IMAGES_EDIT_COMFYUI_WORKFLOW', ''), ) -images_edit_comfyui_workflow_nodes = os.getenv("IMAGES_EDIT_COMFYUI_WORKFLOW_NODES", "") +images_edit_comfyui_workflow_nodes = os.getenv('IMAGES_EDIT_COMFYUI_WORKFLOW_NODES', '') try: images_edit_comfyui_workflow_nodes = json.loads(images_edit_comfyui_workflow_nodes) except json.JSONDecodeError: images_edit_comfyui_workflow_nodes = [] IMAGES_EDIT_COMFYUI_WORKFLOW_NODES = PersistentConfig( - "IMAGES_EDIT_COMFYUI_WORKFLOW_NODES", - "images.edit.comfyui.nodes", + 'IMAGES_EDIT_COMFYUI_WORKFLOW_NODES', + 'images.edit.comfyui.nodes', images_edit_comfyui_workflow_nodes, ) @@ -3937,193 +3772,196 @@ IMAGES_EDIT_COMFYUI_WORKFLOW_NODES = PersistentConfig( # Transcription WHISPER_MODEL = PersistentConfig( - "WHISPER_MODEL", - "audio.stt.whisper_model", - os.getenv("WHISPER_MODEL", "base"), + 'WHISPER_MODEL', + 'audio.stt.whisper_model', + os.getenv('WHISPER_MODEL', 'base'), ) -WHISPER_COMPUTE_TYPE = os.getenv("WHISPER_COMPUTE_TYPE", "int8") -WHISPER_MODEL_DIR = os.getenv("WHISPER_MODEL_DIR", f"{CACHE_DIR}/whisper/models") -WHISPER_MODEL_AUTO_UPDATE = ( - not OFFLINE_MODE - and os.environ.get("WHISPER_MODEL_AUTO_UPDATE", "").lower() == "true" -) +WHISPER_COMPUTE_TYPE = os.getenv('WHISPER_COMPUTE_TYPE', 'int8') +WHISPER_MODEL_DIR = os.getenv('WHISPER_MODEL_DIR', f'{CACHE_DIR}/whisper/models') +WHISPER_MODEL_AUTO_UPDATE = not OFFLINE_MODE and os.environ.get('WHISPER_MODEL_AUTO_UPDATE', '').lower() == 'true' -WHISPER_VAD_FILTER = os.getenv("WHISPER_VAD_FILTER", "False").lower() == "true" +WHISPER_VAD_FILTER = os.getenv('WHISPER_VAD_FILTER', 'False').lower() == 'true' -WHISPER_MULTILINGUAL = os.getenv("WHISPER_MULTILINGUAL", "False").lower() == "true" +WHISPER_MULTILINGUAL = os.getenv('WHISPER_MULTILINGUAL', 'False').lower() == 'true' -WHISPER_LANGUAGE = os.getenv("WHISPER_LANGUAGE", "").lower() or None +WHISPER_LANGUAGE = os.getenv('WHISPER_LANGUAGE', '').lower() or None # Add Deepgram configuration DEEPGRAM_API_KEY = PersistentConfig( - "DEEPGRAM_API_KEY", - "audio.stt.deepgram.api_key", - os.getenv("DEEPGRAM_API_KEY", ""), + 'DEEPGRAM_API_KEY', + 'audio.stt.deepgram.api_key', + os.getenv('DEEPGRAM_API_KEY', ''), ) # ElevenLabs configuration -ELEVENLABS_API_BASE_URL = os.getenv( - "ELEVENLABS_API_BASE_URL", "https://api.elevenlabs.io" -) +ELEVENLABS_API_BASE_URL = os.getenv('ELEVENLABS_API_BASE_URL', 'https://api.elevenlabs.io') AUDIO_STT_OPENAI_API_BASE_URL = PersistentConfig( - "AUDIO_STT_OPENAI_API_BASE_URL", - "audio.stt.openai.api_base_url", - os.getenv("AUDIO_STT_OPENAI_API_BASE_URL", OPENAI_API_BASE_URL), + 'AUDIO_STT_OPENAI_API_BASE_URL', + 'audio.stt.openai.api_base_url', + os.getenv('AUDIO_STT_OPENAI_API_BASE_URL', OPENAI_API_BASE_URL), ) AUDIO_STT_OPENAI_API_KEY = PersistentConfig( - "AUDIO_STT_OPENAI_API_KEY", - "audio.stt.openai.api_key", - os.getenv("AUDIO_STT_OPENAI_API_KEY", OPENAI_API_KEY), + 'AUDIO_STT_OPENAI_API_KEY', + 'audio.stt.openai.api_key', + os.getenv('AUDIO_STT_OPENAI_API_KEY', OPENAI_API_KEY), ) AUDIO_STT_ENGINE = PersistentConfig( - "AUDIO_STT_ENGINE", - "audio.stt.engine", - os.getenv("AUDIO_STT_ENGINE", ""), + 'AUDIO_STT_ENGINE', + 'audio.stt.engine', + os.getenv('AUDIO_STT_ENGINE', ''), ) AUDIO_STT_MODEL = PersistentConfig( - "AUDIO_STT_MODEL", - "audio.stt.model", - os.getenv("AUDIO_STT_MODEL", ""), + 'AUDIO_STT_MODEL', + 'audio.stt.model', + os.getenv('AUDIO_STT_MODEL', ''), ) AUDIO_STT_SUPPORTED_CONTENT_TYPES = PersistentConfig( - "AUDIO_STT_SUPPORTED_CONTENT_TYPES", - "audio.stt.supported_content_types", + 'AUDIO_STT_SUPPORTED_CONTENT_TYPES', + 'audio.stt.supported_content_types', [ content_type.strip() - for content_type in os.environ.get( - "AUDIO_STT_SUPPORTED_CONTENT_TYPES", "" - ).split(",") + for content_type in os.environ.get('AUDIO_STT_SUPPORTED_CONTENT_TYPES', '').split(',') if content_type.strip() ], ) AUDIO_STT_AZURE_API_KEY = PersistentConfig( - "AUDIO_STT_AZURE_API_KEY", - "audio.stt.azure.api_key", - os.getenv("AUDIO_STT_AZURE_API_KEY", ""), + 'AUDIO_STT_AZURE_API_KEY', + 'audio.stt.azure.api_key', + os.getenv('AUDIO_STT_AZURE_API_KEY', ''), ) AUDIO_STT_AZURE_REGION = PersistentConfig( - "AUDIO_STT_AZURE_REGION", - "audio.stt.azure.region", - os.getenv("AUDIO_STT_AZURE_REGION", ""), + 'AUDIO_STT_AZURE_REGION', + 'audio.stt.azure.region', + os.getenv('AUDIO_STT_AZURE_REGION', ''), ) AUDIO_STT_AZURE_LOCALES = PersistentConfig( - "AUDIO_STT_AZURE_LOCALES", - "audio.stt.azure.locales", - os.getenv("AUDIO_STT_AZURE_LOCALES", ""), + 'AUDIO_STT_AZURE_LOCALES', + 'audio.stt.azure.locales', + os.getenv('AUDIO_STT_AZURE_LOCALES', ''), ) AUDIO_STT_AZURE_BASE_URL = PersistentConfig( - "AUDIO_STT_AZURE_BASE_URL", - "audio.stt.azure.base_url", - os.getenv("AUDIO_STT_AZURE_BASE_URL", ""), + 'AUDIO_STT_AZURE_BASE_URL', + 'audio.stt.azure.base_url', + os.getenv('AUDIO_STT_AZURE_BASE_URL', ''), ) AUDIO_STT_AZURE_MAX_SPEAKERS = PersistentConfig( - "AUDIO_STT_AZURE_MAX_SPEAKERS", - "audio.stt.azure.max_speakers", - os.getenv("AUDIO_STT_AZURE_MAX_SPEAKERS", ""), + 'AUDIO_STT_AZURE_MAX_SPEAKERS', + 'audio.stt.azure.max_speakers', + os.getenv('AUDIO_STT_AZURE_MAX_SPEAKERS', ''), ) AUDIO_STT_MISTRAL_API_KEY = PersistentConfig( - "AUDIO_STT_MISTRAL_API_KEY", - "audio.stt.mistral.api_key", - os.getenv("AUDIO_STT_MISTRAL_API_KEY", ""), + 'AUDIO_STT_MISTRAL_API_KEY', + 'audio.stt.mistral.api_key', + os.getenv('AUDIO_STT_MISTRAL_API_KEY', ''), ) AUDIO_STT_MISTRAL_API_BASE_URL = PersistentConfig( - "AUDIO_STT_MISTRAL_API_BASE_URL", - "audio.stt.mistral.api_base_url", - os.getenv("AUDIO_STT_MISTRAL_API_BASE_URL", "https://api.mistral.ai/v1"), + 'AUDIO_STT_MISTRAL_API_BASE_URL', + 'audio.stt.mistral.api_base_url', + os.getenv('AUDIO_STT_MISTRAL_API_BASE_URL', 'https://api.mistral.ai/v1'), ) AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS = PersistentConfig( - "AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS", - "audio.stt.mistral.use_chat_completions", - os.getenv("AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS", "false").lower() == "true", + 'AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS', + 'audio.stt.mistral.use_chat_completions', + os.getenv('AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS', 'false').lower() == 'true', ) AUDIO_TTS_OPENAI_API_BASE_URL = PersistentConfig( - "AUDIO_TTS_OPENAI_API_BASE_URL", - "audio.tts.openai.api_base_url", - os.getenv("AUDIO_TTS_OPENAI_API_BASE_URL", OPENAI_API_BASE_URL), + 'AUDIO_TTS_OPENAI_API_BASE_URL', + 'audio.tts.openai.api_base_url', + os.getenv('AUDIO_TTS_OPENAI_API_BASE_URL', OPENAI_API_BASE_URL), ) AUDIO_TTS_OPENAI_API_KEY = PersistentConfig( - "AUDIO_TTS_OPENAI_API_KEY", - "audio.tts.openai.api_key", - os.getenv("AUDIO_TTS_OPENAI_API_KEY", OPENAI_API_KEY), + 'AUDIO_TTS_OPENAI_API_KEY', + 'audio.tts.openai.api_key', + os.getenv('AUDIO_TTS_OPENAI_API_KEY', OPENAI_API_KEY), ) -audio_tts_openai_params = os.getenv("AUDIO_TTS_OPENAI_PARAMS", "") +audio_tts_openai_params = os.getenv('AUDIO_TTS_OPENAI_PARAMS', '') try: audio_tts_openai_params = json.loads(audio_tts_openai_params) except json.JSONDecodeError: audio_tts_openai_params = {} AUDIO_TTS_OPENAI_PARAMS = PersistentConfig( - "AUDIO_TTS_OPENAI_PARAMS", - "audio.tts.openai.params", + 'AUDIO_TTS_OPENAI_PARAMS', + 'audio.tts.openai.params', audio_tts_openai_params, ) AUDIO_TTS_API_KEY = PersistentConfig( - "AUDIO_TTS_API_KEY", - "audio.tts.api_key", - os.getenv("AUDIO_TTS_API_KEY", ""), + 'AUDIO_TTS_API_KEY', + 'audio.tts.api_key', + os.getenv('AUDIO_TTS_API_KEY', ''), ) AUDIO_TTS_ENGINE = PersistentConfig( - "AUDIO_TTS_ENGINE", - "audio.tts.engine", - os.getenv("AUDIO_TTS_ENGINE", ""), + 'AUDIO_TTS_ENGINE', + 'audio.tts.engine', + os.getenv('AUDIO_TTS_ENGINE', ''), ) AUDIO_TTS_MODEL = PersistentConfig( - "AUDIO_TTS_MODEL", - "audio.tts.model", - os.getenv("AUDIO_TTS_MODEL", "tts-1"), # OpenAI default model + 'AUDIO_TTS_MODEL', + 'audio.tts.model', + os.getenv('AUDIO_TTS_MODEL', 'tts-1'), # OpenAI default model ) AUDIO_TTS_VOICE = PersistentConfig( - "AUDIO_TTS_VOICE", - "audio.tts.voice", - os.getenv("AUDIO_TTS_VOICE", "alloy"), # OpenAI default voice + 'AUDIO_TTS_VOICE', + 'audio.tts.voice', + os.getenv('AUDIO_TTS_VOICE', 'alloy'), # OpenAI default voice ) AUDIO_TTS_SPLIT_ON = PersistentConfig( - "AUDIO_TTS_SPLIT_ON", - "audio.tts.split_on", - os.getenv("AUDIO_TTS_SPLIT_ON", "punctuation"), + 'AUDIO_TTS_SPLIT_ON', + 'audio.tts.split_on', + os.getenv('AUDIO_TTS_SPLIT_ON', 'punctuation'), ) AUDIO_TTS_AZURE_SPEECH_REGION = PersistentConfig( - "AUDIO_TTS_AZURE_SPEECH_REGION", - "audio.tts.azure.speech_region", - os.getenv("AUDIO_TTS_AZURE_SPEECH_REGION", ""), + 'AUDIO_TTS_AZURE_SPEECH_REGION', + 'audio.tts.azure.speech_region', + os.getenv('AUDIO_TTS_AZURE_SPEECH_REGION', ''), ) AUDIO_TTS_AZURE_SPEECH_BASE_URL = PersistentConfig( - "AUDIO_TTS_AZURE_SPEECH_BASE_URL", - "audio.tts.azure.speech_base_url", - os.getenv("AUDIO_TTS_AZURE_SPEECH_BASE_URL", ""), + 'AUDIO_TTS_AZURE_SPEECH_BASE_URL', + 'audio.tts.azure.speech_base_url', + os.getenv('AUDIO_TTS_AZURE_SPEECH_BASE_URL', ''), ) AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT = PersistentConfig( - "AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT", - "audio.tts.azure.speech_output_format", - os.getenv( - "AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT", "audio-24khz-160kbitrate-mono-mp3" - ), + 'AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT', + 'audio.tts.azure.speech_output_format', + os.getenv('AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT', 'audio-24khz-160kbitrate-mono-mp3'), +) + +AUDIO_TTS_MISTRAL_API_KEY = PersistentConfig( + 'AUDIO_TTS_MISTRAL_API_KEY', + 'audio.tts.mistral.api_key', + os.getenv('AUDIO_TTS_MISTRAL_API_KEY', ''), +) + +AUDIO_TTS_MISTRAL_API_BASE_URL = PersistentConfig( + 'AUDIO_TTS_MISTRAL_API_BASE_URL', + 'audio.tts.mistral.api_base_url', + os.getenv('AUDIO_TTS_MISTRAL_API_BASE_URL', 'https://api.mistral.ai/v1'), ) @@ -4132,98 +3970,92 @@ AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT = PersistentConfig( #################################### ENABLE_LDAP = PersistentConfig( - "ENABLE_LDAP", - "ldap.enable", - os.environ.get("ENABLE_LDAP", "false").lower() == "true", + 'ENABLE_LDAP', + 'ldap.enable', + os.environ.get('ENABLE_LDAP', 'false').lower() == 'true', ) LDAP_SERVER_LABEL = PersistentConfig( - "LDAP_SERVER_LABEL", - "ldap.server.label", - os.environ.get("LDAP_SERVER_LABEL", "LDAP Server"), + 'LDAP_SERVER_LABEL', + 'ldap.server.label', + os.environ.get('LDAP_SERVER_LABEL', 'LDAP Server'), ) LDAP_SERVER_HOST = PersistentConfig( - "LDAP_SERVER_HOST", - "ldap.server.host", - os.environ.get("LDAP_SERVER_HOST", "localhost"), + 'LDAP_SERVER_HOST', + 'ldap.server.host', + os.environ.get('LDAP_SERVER_HOST', 'localhost'), ) LDAP_SERVER_PORT = PersistentConfig( - "LDAP_SERVER_PORT", - "ldap.server.port", - int(os.environ.get("LDAP_SERVER_PORT", "389")), + 'LDAP_SERVER_PORT', + 'ldap.server.port', + int(os.environ.get('LDAP_SERVER_PORT', '389')), ) LDAP_ATTRIBUTE_FOR_MAIL = PersistentConfig( - "LDAP_ATTRIBUTE_FOR_MAIL", - "ldap.server.attribute_for_mail", - os.environ.get("LDAP_ATTRIBUTE_FOR_MAIL", "mail"), + 'LDAP_ATTRIBUTE_FOR_MAIL', + 'ldap.server.attribute_for_mail', + os.environ.get('LDAP_ATTRIBUTE_FOR_MAIL', 'mail'), ) LDAP_ATTRIBUTE_FOR_USERNAME = PersistentConfig( - "LDAP_ATTRIBUTE_FOR_USERNAME", - "ldap.server.attribute_for_username", - os.environ.get("LDAP_ATTRIBUTE_FOR_USERNAME", "uid"), + 'LDAP_ATTRIBUTE_FOR_USERNAME', + 'ldap.server.attribute_for_username', + os.environ.get('LDAP_ATTRIBUTE_FOR_USERNAME', 'uid'), ) -LDAP_APP_DN = PersistentConfig( - "LDAP_APP_DN", "ldap.server.app_dn", os.environ.get("LDAP_APP_DN", "") -) +LDAP_APP_DN = PersistentConfig('LDAP_APP_DN', 'ldap.server.app_dn', os.environ.get('LDAP_APP_DN', '')) LDAP_APP_PASSWORD = PersistentConfig( - "LDAP_APP_PASSWORD", - "ldap.server.app_password", - os.environ.get("LDAP_APP_PASSWORD", ""), + 'LDAP_APP_PASSWORD', + 'ldap.server.app_password', + os.environ.get('LDAP_APP_PASSWORD', ''), ) -LDAP_SEARCH_BASE = PersistentConfig( - "LDAP_SEARCH_BASE", "ldap.server.users_dn", os.environ.get("LDAP_SEARCH_BASE", "") -) +LDAP_SEARCH_BASE = PersistentConfig('LDAP_SEARCH_BASE', 'ldap.server.users_dn', os.environ.get('LDAP_SEARCH_BASE', '')) LDAP_SEARCH_FILTERS = PersistentConfig( - "LDAP_SEARCH_FILTER", - "ldap.server.search_filter", - os.environ.get("LDAP_SEARCH_FILTER", os.environ.get("LDAP_SEARCH_FILTERS", "")), + 'LDAP_SEARCH_FILTER', + 'ldap.server.search_filter', + os.environ.get('LDAP_SEARCH_FILTER', os.environ.get('LDAP_SEARCH_FILTERS', '')), ) LDAP_USE_TLS = PersistentConfig( - "LDAP_USE_TLS", - "ldap.server.use_tls", - os.environ.get("LDAP_USE_TLS", "True").lower() == "true", + 'LDAP_USE_TLS', + 'ldap.server.use_tls', + os.environ.get('LDAP_USE_TLS', 'True').lower() == 'true', ) LDAP_CA_CERT_FILE = PersistentConfig( - "LDAP_CA_CERT_FILE", - "ldap.server.ca_cert_file", - os.environ.get("LDAP_CA_CERT_FILE", ""), + 'LDAP_CA_CERT_FILE', + 'ldap.server.ca_cert_file', + os.environ.get('LDAP_CA_CERT_FILE', ''), ) LDAP_VALIDATE_CERT = PersistentConfig( - "LDAP_VALIDATE_CERT", - "ldap.server.validate_cert", - os.environ.get("LDAP_VALIDATE_CERT", "True").lower() == "true", + 'LDAP_VALIDATE_CERT', + 'ldap.server.validate_cert', + os.environ.get('LDAP_VALIDATE_CERT', 'True').lower() == 'true', ) -LDAP_CIPHERS = PersistentConfig( - "LDAP_CIPHERS", "ldap.server.ciphers", os.environ.get("LDAP_CIPHERS", "ALL") -) +LDAP_CIPHERS = PersistentConfig('LDAP_CIPHERS', 'ldap.server.ciphers', os.environ.get('LDAP_CIPHERS', 'ALL')) # For LDAP Group Management ENABLE_LDAP_GROUP_MANAGEMENT = PersistentConfig( - "ENABLE_LDAP_GROUP_MANAGEMENT", - "ldap.group.enable_management", - os.environ.get("ENABLE_LDAP_GROUP_MANAGEMENT", "False").lower() == "true", + 'ENABLE_LDAP_GROUP_MANAGEMENT', + 'ldap.group.enable_management', + os.environ.get('ENABLE_LDAP_GROUP_MANAGEMENT', 'False').lower() == 'true', ) ENABLE_LDAP_GROUP_CREATION = PersistentConfig( - "ENABLE_LDAP_GROUP_CREATION", - "ldap.group.enable_creation", - os.environ.get("ENABLE_LDAP_GROUP_CREATION", "False").lower() == "true", + 'ENABLE_LDAP_GROUP_CREATION', + 'ldap.group.enable_creation', + os.environ.get('ENABLE_LDAP_GROUP_CREATION', 'False').lower() == 'true', ) LDAP_ATTRIBUTE_FOR_GROUPS = PersistentConfig( - "LDAP_ATTRIBUTE_FOR_GROUPS", - "ldap.server.attribute_for_groups", - os.environ.get("LDAP_ATTRIBUTE_FOR_GROUPS", "memberOf"), + 'LDAP_ATTRIBUTE_FOR_GROUPS', + 'ldap.server.attribute_for_groups', + os.environ.get('LDAP_ATTRIBUTE_FOR_GROUPS', 'memberOf'), ) diff --git a/backend/open_webui/constants.py b/backend/open_webui/constants.py index 4d39d16cdb..c0c79fdf50 100644 --- a/backend/open_webui/constants.py +++ b/backend/open_webui/constants.py @@ -2,125 +2,107 @@ from enum import Enum class MESSAGES(str, Enum): - DEFAULT = lambda msg="": f"{msg if msg else ''}" - MODEL_ADDED = lambda model="": f"The model '{model}' has been added successfully." - MODEL_DELETED = ( - lambda model="": f"The model '{model}' has been deleted successfully." - ) + DEFAULT = lambda msg='': f'{msg if msg else ""}' + MODEL_ADDED = lambda model='': f"The model '{model}' has been added successfully." + MODEL_DELETED = lambda model='': f"The model '{model}' has been deleted successfully." class WEBHOOK_MESSAGES(str, Enum): - DEFAULT = lambda msg="": f"{msg if msg else ''}" - USER_SIGNUP = lambda username="": ( - f"New user signed up: {username}" if username else "New user signed up" - ) + DEFAULT = lambda msg='': f'{msg if msg else ""}' + USER_SIGNUP = lambda username='': f'New user signed up: {username}' if username else 'New user signed up' class ERROR_MESSAGES(str, Enum): def __str__(self) -> str: return super().__str__() - DEFAULT = ( - lambda err="": f'{"Something went wrong :/" if err == "" else "[ERROR: " + str(err) + "]"}' + DEFAULT = lambda err='': f'{"Something went wrong :/" if err == "" else "[ERROR: " + str(err) + "]"}' + ENV_VAR_NOT_FOUND = 'Required environment variable not found. Terminating now.' + CREATE_USER_ERROR = 'Oops! Something went wrong while creating your account. Please try again later. If the issue persists, contact support for assistance.' + DELETE_USER_ERROR = 'Oops! Something went wrong. We encountered an issue while trying to delete the user. Please give it another shot.' + EMAIL_MISMATCH = 'Uh-oh! This email does not match the email your provider is registered with. Please check your email and try again.' + EMAIL_TAKEN = 'Uh-oh! This email is already registered. Sign in with your existing account or choose another email to start anew.' + USERNAME_TAKEN = 'Uh-oh! This username is already registered. Please choose another username.' + PASSWORD_TOO_LONG = ( + 'Uh-oh! The password you entered is too long. Please make sure your password is less than 72 bytes long.' ) - ENV_VAR_NOT_FOUND = "Required environment variable not found. Terminating now." - CREATE_USER_ERROR = "Oops! Something went wrong while creating your account. Please try again later. If the issue persists, contact support for assistance." - DELETE_USER_ERROR = "Oops! Something went wrong. We encountered an issue while trying to delete the user. Please give it another shot." - EMAIL_MISMATCH = "Uh-oh! This email does not match the email your provider is registered with. Please check your email and try again." - EMAIL_TAKEN = "Uh-oh! This email is already registered. Sign in with your existing account or choose another email to start anew." - USERNAME_TAKEN = ( - "Uh-oh! This username is already registered. Please choose another username." - ) - PASSWORD_TOO_LONG = "Uh-oh! The password you entered is too long. Please make sure your password is less than 72 bytes long." - COMMAND_TAKEN = "Uh-oh! This command is already registered. Please choose another command string." - FILE_EXISTS = "Uh-oh! This file is already registered. Please choose another file." + COMMAND_TAKEN = 'Uh-oh! This command is already registered. Please choose another command string.' + FILE_EXISTS = 'Uh-oh! This file is already registered. Please choose another file.' - ID_TAKEN = "Uh-oh! This id is already registered. Please choose another id string." - MODEL_ID_TAKEN = "Uh-oh! This model id is already registered. Please choose another model id string." - NAME_TAG_TAKEN = "Uh-oh! This name tag is already registered. Please choose another name tag string." - MODEL_ID_TOO_LONG = "The model id is too long. Please make sure your model id is less than 256 characters long." + ID_TAKEN = 'Uh-oh! This id is already registered. Please choose another id string.' + MODEL_ID_TAKEN = 'Uh-oh! This model id is already registered. Please choose another model id string.' + NAME_TAG_TAKEN = 'Uh-oh! This name tag is already registered. Please choose another name tag string.' + MODEL_ID_TOO_LONG = 'The model id is too long. Please make sure your model id is less than 256 characters long.' - INVALID_TOKEN = ( - "Your session has expired or the token is invalid. Please sign in again." - ) - INVALID_CRED = "The email or password provided is incorrect. Please check for typos and try logging in again." + INVALID_TOKEN = 'Your session has expired or the token is invalid. Please sign in again.' + INVALID_CRED = 'The email or password provided is incorrect. Please check for typos and try logging in again.' INVALID_EMAIL_FORMAT = "The email format you entered is invalid. Please double-check and make sure you're using a valid email address (e.g., yourname@example.com)." - INCORRECT_PASSWORD = ( - "The password provided is incorrect. Please check for typos and try again." + INCORRECT_PASSWORD = 'The password provided is incorrect. Please check for typos and try again.' + INVALID_TRUSTED_HEADER = ( + 'Your provider has not provided a trusted header. Please contact your administrator for assistance.' ) - INVALID_TRUSTED_HEADER = "Your provider has not provided a trusted header. Please contact your administrator for assistance." EXISTING_USERS = "You can't turn off authentication because there are existing users. If you want to disable WEBUI_AUTH, make sure your web interface doesn't have any existing users and is a fresh installation." - UNAUTHORIZED = "401 Unauthorized" - ACCESS_PROHIBITED = "You do not have permission to access this resource. Please contact your administrator for assistance." - ACTION_PROHIBITED = ( - "The requested action has been restricted as a security measure." + UNAUTHORIZED = '401 Unauthorized' + ACCESS_PROHIBITED = ( + 'You do not have permission to access this resource. Please contact your administrator for assistance.' ) + ACTION_PROHIBITED = 'The requested action has been restricted as a security measure.' - FILE_NOT_SENT = "FILE_NOT_SENT" + FILE_NOT_SENT = 'FILE_NOT_SENT' FILE_NOT_SUPPORTED = "Oops! It seems like the file format you're trying to upload is not supported. Please upload a file with a supported format and try again." NOT_FOUND = "We could not find what you're looking for :/" USER_NOT_FOUND = "We could not find what you're looking for :/" API_KEY_NOT_FOUND = "Oops! It looks like there's a hiccup. The API key is missing. Please make sure to provide a valid API key to access this feature." - API_KEY_NOT_ALLOWED = "Use of API key is not enabled in the environment." + API_KEY_NOT_ALLOWED = 'Use of API key is not enabled in the environment.' - MALICIOUS = "Unusual activities detected, please try again in a few minutes." + MALICIOUS = 'Unusual activities detected, please try again in a few minutes.' - PANDOC_NOT_INSTALLED = "Pandoc is not installed on the server. Please contact your administrator for assistance." - INCORRECT_FORMAT = ( - lambda err="": f"Invalid format. Please use the correct format{err}" - ) - RATE_LIMIT_EXCEEDED = "API rate limit exceeded" + PANDOC_NOT_INSTALLED = 'Pandoc is not installed on the server. Please contact your administrator for assistance.' + INCORRECT_FORMAT = lambda err='': f'Invalid format. Please use the correct format{err}' + RATE_LIMIT_EXCEEDED = 'API rate limit exceeded' - MODEL_NOT_FOUND = lambda name="": f"Model '{name}' was not found" - OPENAI_NOT_FOUND = lambda name="": "OpenAI API was not found" - OLLAMA_NOT_FOUND = "WebUI could not connect to Ollama" - CREATE_API_KEY_ERROR = "Oops! Something went wrong while creating your API key. Please try again later. If the issue persists, contact support for assistance." - API_KEY_CREATION_NOT_ALLOWED = "API key creation is not allowed in the environment." + MODEL_NOT_FOUND = lambda name='': f"Model '{name}' was not found" + OPENAI_NOT_FOUND = lambda name='': 'OpenAI API was not found' + OLLAMA_NOT_FOUND = 'WebUI could not connect to Ollama' + CREATE_API_KEY_ERROR = 'Oops! Something went wrong while creating your API key. Please try again later. If the issue persists, contact support for assistance.' + API_KEY_CREATION_NOT_ALLOWED = 'API key creation is not allowed in the environment.' - EMPTY_CONTENT = "The content provided is empty. Please ensure that there is text or data present before proceeding." + EMPTY_CONTENT = 'The content provided is empty. Please ensure that there is text or data present before proceeding.' - DB_NOT_SQLITE = "This feature is only available when running with SQLite databases." + DB_NOT_SQLITE = 'This feature is only available when running with SQLite databases.' - INVALID_URL = ( - "Oops! The URL you provided is invalid. Please double-check and try again." + INVALID_URL = 'Oops! The URL you provided is invalid. Please double-check and try again.' + + WEB_SEARCH_ERROR = lambda err='': f'{err if err else "Oops! Something went wrong while searching the web."}' + + OLLAMA_API_DISABLED = 'The Ollama API is disabled. Please enable it to use this feature.' + + FILE_TOO_LARGE = lambda size='': ( + f"Oops! The file you're trying to upload is too large. Please upload a file that is less than {size}." ) - WEB_SEARCH_ERROR = ( - lambda err="": f"{err if err else 'Oops! Something went wrong while searching the web.'}" + DUPLICATE_CONTENT = 'Duplicate content detected. Please provide unique content to proceed.' + FILE_NOT_PROCESSED = ( + 'Extracted content is not available for this file. Please ensure that the file is processed before proceeding.' ) - OLLAMA_API_DISABLED = ( - "The Ollama API is disabled. Please enable it to use this feature." - ) - - FILE_TOO_LARGE = ( - lambda size="": f"Oops! The file you're trying to upload is too large. Please upload a file that is less than {size}." - ) - - DUPLICATE_CONTENT = ( - "Duplicate content detected. Please provide unique content to proceed." - ) - FILE_NOT_PROCESSED = "Extracted content is not available for this file. Please ensure that the file is processed before proceeding." - - INVALID_PASSWORD = lambda err="": ( - err if err else "The password does not meet the required validation criteria." - ) + INVALID_PASSWORD = lambda err='': err if err else 'The password does not meet the required validation criteria.' class TASKS(str, Enum): def __str__(self) -> str: return super().__str__() - DEFAULT = lambda task="": f"{task if task else 'generation'}" - TITLE_GENERATION = "title_generation" - FOLLOW_UP_GENERATION = "follow_up_generation" - TAGS_GENERATION = "tags_generation" - EMOJI_GENERATION = "emoji_generation" - QUERY_GENERATION = "query_generation" - IMAGE_PROMPT_GENERATION = "image_prompt_generation" - AUTOCOMPLETE_GENERATION = "autocomplete_generation" - FUNCTION_CALLING = "function_calling" - MOA_RESPONSE_GENERATION = "moa_response_generation" + DEFAULT = lambda task='': f'{task if task else "generation"}' + TITLE_GENERATION = 'title_generation' + FOLLOW_UP_GENERATION = 'follow_up_generation' + TAGS_GENERATION = 'tags_generation' + EMOJI_GENERATION = 'emoji_generation' + QUERY_GENERATION = 'query_generation' + IMAGE_PROMPT_GENERATION = 'image_prompt_generation' + AUTOCOMPLETE_GENERATION = 'autocomplete_generation' + FUNCTION_CALLING = 'function_calling' + MOA_RESPONSE_GENERATION = 'moa_response_generation' diff --git a/backend/open_webui/env.py b/backend/open_webui/env.py index 30334d9c08..9a16fd4ba8 100644 --- a/backend/open_webui/env.py +++ b/backend/open_webui/env.py @@ -37,50 +37,48 @@ BASE_DIR = BACKEND_DIR.parent try: from dotenv import find_dotenv, load_dotenv - load_dotenv(find_dotenv(str(BASE_DIR / ".env"))) + load_dotenv(find_dotenv(str(BASE_DIR / '.env'))) except ImportError: - print("dotenv not installed, skipping...") + print('dotenv not installed, skipping...') -DOCKER = os.environ.get("DOCKER", "False").lower() == "true" +DOCKER = os.environ.get('DOCKER', 'False').lower() == 'true' # device type embedding models - "cpu" (default), "cuda" (nvidia gpu required) or "mps" (apple silicon) - choosing this right can lead to better performance -USE_CUDA = os.environ.get("USE_CUDA_DOCKER", "false") +USE_CUDA = os.environ.get('USE_CUDA_DOCKER', 'false') -if USE_CUDA.lower() == "true": +if USE_CUDA.lower() == 'true': try: import torch - assert torch.cuda.is_available(), "CUDA not available" - DEVICE_TYPE = "cuda" + assert torch.cuda.is_available(), 'CUDA not available' + DEVICE_TYPE = 'cuda' except Exception as e: - cuda_error = ( - "Error when testing CUDA but USE_CUDA_DOCKER is true. " - f"Resetting USE_CUDA_DOCKER to false: {e}" - ) - os.environ["USE_CUDA_DOCKER"] = "false" - USE_CUDA = "false" - DEVICE_TYPE = "cpu" + cuda_error = f'Error when testing CUDA but USE_CUDA_DOCKER is true. Resetting USE_CUDA_DOCKER to false: {e}' + os.environ['USE_CUDA_DOCKER'] = 'false' + USE_CUDA = 'false' + DEVICE_TYPE = 'cpu' else: - DEVICE_TYPE = "cpu" + DEVICE_TYPE = 'cpu' -try: - import torch +if sys.platform == 'darwin': + try: + import torch - if torch.backends.mps.is_available() and torch.backends.mps.is_built(): - DEVICE_TYPE = "mps" -except Exception: - pass + if torch.backends.mps.is_available() and torch.backends.mps.is_built(): + DEVICE_TYPE = 'mps' + except Exception: + pass #################################### # LOGGING #################################### _LEVEL_MAP = { - "DEBUG": "debug", - "INFO": "info", - "WARNING": "warn", - "ERROR": "error", - "CRITICAL": "fatal", + 'DEBUG': 'debug', + 'INFO': 'info', + 'WARNING': 'warn', + 'ERROR': 'error', + 'CRITICAL': 'fatal', } @@ -89,132 +87,128 @@ class JSONFormatter(logging.Formatter): def format(self, record: logging.LogRecord) -> str: log_entry: dict[str, Any] = { - "ts": datetime.fromtimestamp(record.created, tz=timezone.utc).isoformat( - timespec="milliseconds" - ), - "level": _LEVEL_MAP.get(record.levelname, record.levelname.lower()), - "msg": record.getMessage(), - "caller": record.name, + 'ts': datetime.fromtimestamp(record.created, tz=timezone.utc).isoformat(timespec='milliseconds'), + 'level': _LEVEL_MAP.get(record.levelname, record.levelname.lower()), + 'msg': record.getMessage(), + 'caller': record.name, } if record.exc_info and record.exc_info[0] is not None: - log_entry["error"] = "".join( - traceback.format_exception(*record.exc_info) - ).rstrip() + log_entry['error'] = ''.join(traceback.format_exception(*record.exc_info)).rstrip() elif record.exc_text: - log_entry["error"] = record.exc_text + log_entry['error'] = record.exc_text if record.stack_info: - log_entry["stacktrace"] = record.stack_info + log_entry['stacktrace'] = record.stack_info return json.dumps(log_entry, ensure_ascii=False, default=str) -LOG_FORMAT = os.environ.get("LOG_FORMAT", "").lower() +LOG_FORMAT = os.environ.get('LOG_FORMAT', '').lower() -GLOBAL_LOG_LEVEL = os.environ.get("GLOBAL_LOG_LEVEL", "").upper() +GLOBAL_LOG_LEVEL = os.environ.get('GLOBAL_LOG_LEVEL', '').upper() if GLOBAL_LOG_LEVEL in logging.getLevelNamesMapping(): - if LOG_FORMAT == "json": + if LOG_FORMAT == 'json': _handler = logging.StreamHandler(sys.stdout) _handler.setFormatter(JSONFormatter()) logging.basicConfig(handlers=[_handler], level=GLOBAL_LOG_LEVEL, force=True) else: logging.basicConfig(stream=sys.stdout, level=GLOBAL_LOG_LEVEL, force=True) else: - GLOBAL_LOG_LEVEL = "INFO" + GLOBAL_LOG_LEVEL = 'INFO' log = logging.getLogger(__name__) -log.info(f"GLOBAL_LOG_LEVEL: {GLOBAL_LOG_LEVEL}") +log.info(f'GLOBAL_LOG_LEVEL: {GLOBAL_LOG_LEVEL}') -if "cuda_error" in locals(): +if 'cuda_error' in locals(): log.exception(cuda_error) del cuda_error SRC_LOG_LEVELS = {} # Legacy variable, do not remove -WEBUI_NAME = os.environ.get("WEBUI_NAME", "Open WebUI") -if WEBUI_NAME != "Open WebUI": - WEBUI_NAME += " (Open WebUI)" +WEBUI_NAME = os.environ.get('WEBUI_NAME', 'Open WebUI') +if WEBUI_NAME != 'Open WebUI': + WEBUI_NAME += ' (Open WebUI)' -WEBUI_FAVICON_URL = "https://openwebui.com/favicon.png" +WEBUI_FAVICON_URL = 'https://openwebui.com/favicon.png' -TRUSTED_SIGNATURE_KEY = os.environ.get("TRUSTED_SIGNATURE_KEY", "") +TRUSTED_SIGNATURE_KEY = os.environ.get('TRUSTED_SIGNATURE_KEY', '') #################################### # ENV (dev,test,prod) #################################### -ENV = os.environ.get("ENV", "dev") +ENV = os.environ.get('ENV', 'dev') -FROM_INIT_PY = os.environ.get("FROM_INIT_PY", "False").lower() == "true" +FROM_INIT_PY = os.environ.get('FROM_INIT_PY', 'False').lower() == 'true' if FROM_INIT_PY: - PACKAGE_DATA = {"version": importlib.metadata.version("open-webui")} + PACKAGE_DATA = {'version': importlib.metadata.version('open-webui')} else: try: - PACKAGE_DATA = json.loads((BASE_DIR / "package.json").read_text()) + PACKAGE_DATA = json.loads((BASE_DIR / 'package.json').read_text()) except Exception: - PACKAGE_DATA = {"version": "0.0.0"} + PACKAGE_DATA = {'version': '0.0.0'} -VERSION = PACKAGE_DATA["version"] +VERSION = PACKAGE_DATA['version'] -DEPLOYMENT_ID = os.environ.get("DEPLOYMENT_ID", "") -INSTANCE_ID = os.environ.get("INSTANCE_ID", str(uuid4())) +DEPLOYMENT_ID = os.environ.get('DEPLOYMENT_ID', '') +INSTANCE_ID = os.environ.get('INSTANCE_ID', str(uuid4())) -ENABLE_DB_MIGRATIONS = os.environ.get("ENABLE_DB_MIGRATIONS", "True").lower() == "true" +ENABLE_DB_MIGRATIONS = os.environ.get('ENABLE_DB_MIGRATIONS', 'True').lower() == 'true' # Function to parse each section def parse_section(section): items = [] - for li in section.find_all("li"): + for li in section.find_all('li'): # Extract raw HTML string raw_html = str(li) # Extract text without HTML tags - text = li.get_text(separator=" ", strip=True) + text = li.get_text(separator=' ', strip=True) # Split into title and content - parts = text.split(": ", 1) - title = parts[0].strip() if len(parts) > 1 else "" + parts = text.split(': ', 1) + title = parts[0].strip() if len(parts) > 1 else '' content = parts[1].strip() if len(parts) > 1 else text - items.append({"title": title, "content": content, "raw": raw_html}) + items.append({'title': title, 'content': content, 'raw': raw_html}) return items try: - changelog_path = BASE_DIR / "CHANGELOG.md" - with open(str(changelog_path.absolute()), "r", encoding="utf8") as file: + changelog_path = BASE_DIR / 'CHANGELOG.md' + with open(str(changelog_path.absolute()), 'r', encoding='utf8') as file: changelog_content = file.read() except Exception: - changelog_content = (pkgutil.get_data("open_webui", "CHANGELOG.md") or b"").decode() + changelog_content = (pkgutil.get_data('open_webui', 'CHANGELOG.md') or b'').decode() # Convert markdown content to HTML html_content = markdown.markdown(changelog_content) # Parse the HTML content -soup = BeautifulSoup(html_content, "html.parser") +soup = BeautifulSoup(html_content, 'html.parser') # Initialize JSON structure changelog_json = {} # Iterate over each version -for version in soup.find_all("h2"): - version_number = version.get_text().strip().split(" - ")[0][1:-1] # Remove brackets - date = version.get_text().strip().split(" - ")[1] +for version in soup.find_all('h2'): + version_number = version.get_text().strip().split(' - ')[0][1:-1] # Remove brackets + date = version.get_text().strip().split(' - ')[1] - version_data = {"date": date} + version_data = {'date': date} # Find the next sibling that is a h3 tag (section title) current = version.find_next_sibling() - while current and current.name != "h2": - if current.name == "h3": + while current and current.name != 'h2': + if current.name == 'h3': section_title = current.get_text().lower() # e.g., "added", "fixed" - section_items = parse_section(current.find_next_sibling("ul")) + section_items = parse_section(current.find_next_sibling('ul')) version_data[section_title] = section_items # Move to the next element @@ -228,65 +222,51 @@ CHANGELOG = changelog_json # SAFE_MODE #################################### -SAFE_MODE = os.environ.get("SAFE_MODE", "false").lower() == "true" +SAFE_MODE = os.environ.get('SAFE_MODE', 'false').lower() == 'true' #################################### # ENABLE_FORWARD_USER_INFO_HEADERS #################################### -ENABLE_FORWARD_USER_INFO_HEADERS = ( - os.environ.get("ENABLE_FORWARD_USER_INFO_HEADERS", "False").lower() == "true" -) +ENABLE_FORWARD_USER_INFO_HEADERS = os.environ.get('ENABLE_FORWARD_USER_INFO_HEADERS', 'False').lower() == 'true' # Header names for user info forwarding (customizable via environment variables) -FORWARD_USER_INFO_HEADER_USER_NAME = os.environ.get( - "FORWARD_USER_INFO_HEADER_USER_NAME", "X-OpenWebUI-User-Name" -) -FORWARD_USER_INFO_HEADER_USER_ID = os.environ.get( - "FORWARD_USER_INFO_HEADER_USER_ID", "X-OpenWebUI-User-Id" -) -FORWARD_USER_INFO_HEADER_USER_EMAIL = os.environ.get( - "FORWARD_USER_INFO_HEADER_USER_EMAIL", "X-OpenWebUI-User-Email" -) -FORWARD_USER_INFO_HEADER_USER_ROLE = os.environ.get( - "FORWARD_USER_INFO_HEADER_USER_ROLE", "X-OpenWebUI-User-Role" -) +FORWARD_USER_INFO_HEADER_USER_NAME = os.environ.get('FORWARD_USER_INFO_HEADER_USER_NAME', 'X-OpenWebUI-User-Name') +FORWARD_USER_INFO_HEADER_USER_ID = os.environ.get('FORWARD_USER_INFO_HEADER_USER_ID', 'X-OpenWebUI-User-Id') +FORWARD_USER_INFO_HEADER_USER_EMAIL = os.environ.get('FORWARD_USER_INFO_HEADER_USER_EMAIL', 'X-OpenWebUI-User-Email') +FORWARD_USER_INFO_HEADER_USER_ROLE = os.environ.get('FORWARD_USER_INFO_HEADER_USER_ROLE', 'X-OpenWebUI-User-Role') # Header name for chat ID forwarding (customizable via environment variable) FORWARD_SESSION_INFO_HEADER_MESSAGE_ID = os.environ.get( - "FORWARD_SESSION_INFO_HEADER_MESSAGE_ID", "X-OpenWebUI-Message-Id" -) -FORWARD_SESSION_INFO_HEADER_CHAT_ID = os.environ.get( - "FORWARD_SESSION_INFO_HEADER_CHAT_ID", "X-OpenWebUI-Chat-Id" + 'FORWARD_SESSION_INFO_HEADER_MESSAGE_ID', 'X-OpenWebUI-Message-Id' ) +FORWARD_SESSION_INFO_HEADER_CHAT_ID = os.environ.get('FORWARD_SESSION_INFO_HEADER_CHAT_ID', 'X-OpenWebUI-Chat-Id') # Experimental feature, may be removed in future -ENABLE_STAR_SESSIONS_MIDDLEWARE = ( - os.environ.get("ENABLE_STAR_SESSIONS_MIDDLEWARE", "False").lower() == "true" -) +ENABLE_STAR_SESSIONS_MIDDLEWARE = os.environ.get('ENABLE_STAR_SESSIONS_MIDDLEWARE', 'False').lower() == 'true' -ENABLE_EASTER_EGGS = os.environ.get("ENABLE_EASTER_EGGS", "True").lower() == "true" +ENABLE_EASTER_EGGS = os.environ.get('ENABLE_EASTER_EGGS', 'True').lower() == 'true' #################################### # WEBUI_BUILD_HASH #################################### -WEBUI_BUILD_HASH = os.environ.get("WEBUI_BUILD_HASH", "dev-build") +WEBUI_BUILD_HASH = os.environ.get('WEBUI_BUILD_HASH', 'dev-build') #################################### # DATA/FRONTEND BUILD DIR #################################### -DATA_DIR = Path(os.getenv("DATA_DIR", BACKEND_DIR / "data")).resolve() +DATA_DIR = Path(os.getenv('DATA_DIR', BACKEND_DIR / 'data')).resolve() if FROM_INIT_PY: - NEW_DATA_DIR = Path(os.getenv("DATA_DIR", OPEN_WEBUI_DIR / "data")).resolve() + NEW_DATA_DIR = Path(os.getenv('DATA_DIR', OPEN_WEBUI_DIR / 'data')).resolve() NEW_DATA_DIR.mkdir(parents=True, exist_ok=True) # Check if the data directory exists in the package directory if DATA_DIR.exists() and DATA_DIR != NEW_DATA_DIR: - log.info(f"Moving {DATA_DIR} to {NEW_DATA_DIR}") + log.info(f'Moving {DATA_DIR} to {NEW_DATA_DIR}') for item in DATA_DIR.iterdir(): dest = NEW_DATA_DIR / item.name if item.is_dir(): @@ -295,69 +275,69 @@ if FROM_INIT_PY: shutil.copy2(item, dest) # Zip the data directory - shutil.make_archive(DATA_DIR.parent / "open_webui_data", "zip", DATA_DIR) + shutil.make_archive(DATA_DIR.parent / 'open_webui_data', 'zip', DATA_DIR) # Remove the old data directory shutil.rmtree(DATA_DIR) - DATA_DIR = Path(os.getenv("DATA_DIR", OPEN_WEBUI_DIR / "data")) + DATA_DIR = Path(os.getenv('DATA_DIR', OPEN_WEBUI_DIR / 'data')) -STATIC_DIR = Path(os.getenv("STATIC_DIR", OPEN_WEBUI_DIR / "static")) +STATIC_DIR = Path(os.getenv('STATIC_DIR', OPEN_WEBUI_DIR / 'static')) -FONTS_DIR = Path(os.getenv("FONTS_DIR", OPEN_WEBUI_DIR / "static" / "fonts")) +FONTS_DIR = Path(os.getenv('FONTS_DIR', OPEN_WEBUI_DIR / 'static' / 'fonts')) -FRONTEND_BUILD_DIR = Path(os.getenv("FRONTEND_BUILD_DIR", BASE_DIR / "build")).resolve() +FRONTEND_BUILD_DIR = Path(os.getenv('FRONTEND_BUILD_DIR', BASE_DIR / 'build')).resolve() if FROM_INIT_PY: - FRONTEND_BUILD_DIR = Path( - os.getenv("FRONTEND_BUILD_DIR", OPEN_WEBUI_DIR / "frontend") - ).resolve() + FRONTEND_BUILD_DIR = Path(os.getenv('FRONTEND_BUILD_DIR', OPEN_WEBUI_DIR / 'frontend')).resolve() #################################### # Database #################################### # Check if the file exists -if os.path.exists(f"{DATA_DIR}/ollama.db"): +if os.path.exists(f'{DATA_DIR}/ollama.db'): # Rename the file - os.rename(f"{DATA_DIR}/ollama.db", f"{DATA_DIR}/webui.db") - log.info("Database migrated from Ollama-WebUI successfully.") + os.rename(f'{DATA_DIR}/ollama.db', f'{DATA_DIR}/webui.db') + log.info('Database migrated from Ollama-WebUI successfully.') else: pass -DATABASE_URL = os.environ.get("DATABASE_URL", f"sqlite:///{DATA_DIR}/webui.db") +DATABASE_URL = os.environ.get('DATABASE_URL', f'sqlite:///{DATA_DIR}/webui.db') -DATABASE_TYPE = os.environ.get("DATABASE_TYPE") -DATABASE_USER = os.environ.get("DATABASE_USER") -DATABASE_PASSWORD = os.environ.get("DATABASE_PASSWORD") +DATABASE_TYPE = os.environ.get('DATABASE_TYPE') +DATABASE_USER = os.environ.get('DATABASE_USER') +DATABASE_PASSWORD = os.environ.get('DATABASE_PASSWORD') -DATABASE_CRED = "" +DATABASE_CRED = '' if DATABASE_USER: - DATABASE_CRED += f"{DATABASE_USER}" + DATABASE_CRED += f'{DATABASE_USER}' if DATABASE_PASSWORD: - DATABASE_CRED += f":{DATABASE_PASSWORD}" + DATABASE_CRED += f':{DATABASE_PASSWORD}' DB_VARS = { - "db_type": DATABASE_TYPE, - "db_cred": DATABASE_CRED, - "db_host": os.environ.get("DATABASE_HOST"), - "db_port": os.environ.get("DATABASE_PORT"), - "db_name": os.environ.get("DATABASE_NAME"), + 'db_type': DATABASE_TYPE, + 'db_cred': DATABASE_CRED, + 'db_host': os.environ.get('DATABASE_HOST'), + 'db_port': os.environ.get('DATABASE_PORT'), + 'db_name': os.environ.get('DATABASE_NAME'), } if all(DB_VARS.values()): - DATABASE_URL = f"{DB_VARS['db_type']}://{DB_VARS['db_cred']}@{DB_VARS['db_host']}:{DB_VARS['db_port']}/{DB_VARS['db_name']}" -elif DATABASE_TYPE == "sqlite+sqlcipher" and not os.environ.get("DATABASE_URL"): + DATABASE_URL = ( + f'{DB_VARS["db_type"]}://{DB_VARS["db_cred"]}@{DB_VARS["db_host"]}:{DB_VARS["db_port"]}/{DB_VARS["db_name"]}' + ) +elif DATABASE_TYPE == 'sqlite+sqlcipher' and not os.environ.get('DATABASE_URL'): # Handle SQLCipher with local file when DATABASE_URL wasn't explicitly set - DATABASE_URL = f"sqlite+sqlcipher:///{DATA_DIR}/webui.db" + DATABASE_URL = f'sqlite+sqlcipher:///{DATA_DIR}/webui.db' # Replace the postgres:// with postgresql:// -if "postgres://" in DATABASE_URL: - DATABASE_URL = DATABASE_URL.replace("postgres://", "postgresql://") +if 'postgres://' in DATABASE_URL: + DATABASE_URL = DATABASE_URL.replace('postgres://', 'postgresql://') -DATABASE_SCHEMA = os.environ.get("DATABASE_SCHEMA", None) +DATABASE_SCHEMA = os.environ.get('DATABASE_SCHEMA', None) -DATABASE_POOL_SIZE = os.environ.get("DATABASE_POOL_SIZE", None) +DATABASE_POOL_SIZE = os.environ.get('DATABASE_POOL_SIZE', None) if DATABASE_POOL_SIZE != None: try: @@ -365,9 +345,9 @@ if DATABASE_POOL_SIZE != None: except Exception: DATABASE_POOL_SIZE = None -DATABASE_POOL_MAX_OVERFLOW = os.environ.get("DATABASE_POOL_MAX_OVERFLOW", 0) +DATABASE_POOL_MAX_OVERFLOW = os.environ.get('DATABASE_POOL_MAX_OVERFLOW', 0) -if DATABASE_POOL_MAX_OVERFLOW == "": +if DATABASE_POOL_MAX_OVERFLOW == '': DATABASE_POOL_MAX_OVERFLOW = 0 else: try: @@ -375,9 +355,9 @@ else: except Exception: DATABASE_POOL_MAX_OVERFLOW = 0 -DATABASE_POOL_TIMEOUT = os.environ.get("DATABASE_POOL_TIMEOUT", 30) +DATABASE_POOL_TIMEOUT = os.environ.get('DATABASE_POOL_TIMEOUT', 30) -if DATABASE_POOL_TIMEOUT == "": +if DATABASE_POOL_TIMEOUT == '': DATABASE_POOL_TIMEOUT = 30 else: try: @@ -385,9 +365,9 @@ else: except Exception: DATABASE_POOL_TIMEOUT = 30 -DATABASE_POOL_RECYCLE = os.environ.get("DATABASE_POOL_RECYCLE", 3600) +DATABASE_POOL_RECYCLE = os.environ.get('DATABASE_POOL_RECYCLE', 3600) -if DATABASE_POOL_RECYCLE == "": +if DATABASE_POOL_RECYCLE == '': DATABASE_POOL_RECYCLE = 3600 else: try: @@ -395,57 +375,43 @@ else: except Exception: DATABASE_POOL_RECYCLE = 3600 -DATABASE_ENABLE_SQLITE_WAL = ( - os.environ.get("DATABASE_ENABLE_SQLITE_WAL", "False").lower() == "true" -) +DATABASE_ENABLE_SQLITE_WAL = os.environ.get('DATABASE_ENABLE_SQLITE_WAL', 'False').lower() == 'true' -DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL = os.environ.get( - "DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL", None -) +DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL = os.environ.get('DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL', None) if DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL is not None: try: - DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL = float( - DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL - ) + DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL = float(DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL) except Exception: DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL = 0.0 # When enabled, get_db_context reuses existing sessions; set to False to always create new sessions -DATABASE_ENABLE_SESSION_SHARING = ( - os.environ.get("DATABASE_ENABLE_SESSION_SHARING", "False").lower() == "true" -) +DATABASE_ENABLE_SESSION_SHARING = os.environ.get('DATABASE_ENABLE_SESSION_SHARING', 'False').lower() == 'true' # Enable public visibility of active user count (when disabled, only admins can see it) -ENABLE_PUBLIC_ACTIVE_USERS_COUNT = ( - os.environ.get("ENABLE_PUBLIC_ACTIVE_USERS_COUNT", "True").lower() == "true" -) +ENABLE_PUBLIC_ACTIVE_USERS_COUNT = os.environ.get('ENABLE_PUBLIC_ACTIVE_USERS_COUNT', 'True').lower() == 'true' -RESET_CONFIG_ON_START = ( - os.environ.get("RESET_CONFIG_ON_START", "False").lower() == "true" -) +RESET_CONFIG_ON_START = os.environ.get('RESET_CONFIG_ON_START', 'False').lower() == 'true' -ENABLE_REALTIME_CHAT_SAVE = ( - os.environ.get("ENABLE_REALTIME_CHAT_SAVE", "False").lower() == "true" -) +ENABLE_REALTIME_CHAT_SAVE = os.environ.get('ENABLE_REALTIME_CHAT_SAVE', 'False').lower() == 'true' -ENABLE_QUERIES_CACHE = os.environ.get("ENABLE_QUERIES_CACHE", "False").lower() == "true" +ENABLE_QUERIES_CACHE = os.environ.get('ENABLE_QUERIES_CACHE', 'False').lower() == 'true' -RAG_SYSTEM_CONTEXT = os.environ.get("RAG_SYSTEM_CONTEXT", "False").lower() == "true" +RAG_SYSTEM_CONTEXT = os.environ.get('RAG_SYSTEM_CONTEXT', 'False').lower() == 'true' #################################### # REDIS #################################### -REDIS_URL = os.environ.get("REDIS_URL", "") -REDIS_CLUSTER = os.environ.get("REDIS_CLUSTER", "False").lower() == "true" +REDIS_URL = os.environ.get('REDIS_URL', '') +REDIS_CLUSTER = os.environ.get('REDIS_CLUSTER', 'False').lower() == 'true' -REDIS_KEY_PREFIX = os.environ.get("REDIS_KEY_PREFIX", "open-webui") +REDIS_KEY_PREFIX = os.environ.get('REDIS_KEY_PREFIX', 'open-webui') -REDIS_SENTINEL_HOSTS = os.environ.get("REDIS_SENTINEL_HOSTS", "") -REDIS_SENTINEL_PORT = os.environ.get("REDIS_SENTINEL_PORT", "26379") +REDIS_SENTINEL_HOSTS = os.environ.get('REDIS_SENTINEL_HOSTS', '') +REDIS_SENTINEL_PORT = os.environ.get('REDIS_SENTINEL_PORT', '26379') # Maximum number of retries for Redis operations when using Sentinel fail-over -REDIS_SENTINEL_MAX_RETRY_COUNT = os.environ.get("REDIS_SENTINEL_MAX_RETRY_COUNT", "2") +REDIS_SENTINEL_MAX_RETRY_COUNT = os.environ.get('REDIS_SENTINEL_MAX_RETRY_COUNT', '2') try: REDIS_SENTINEL_MAX_RETRY_COUNT = int(REDIS_SENTINEL_MAX_RETRY_COUNT) if REDIS_SENTINEL_MAX_RETRY_COUNT < 1: @@ -454,15 +420,38 @@ except ValueError: REDIS_SENTINEL_MAX_RETRY_COUNT = 2 -REDIS_SOCKET_CONNECT_TIMEOUT = os.environ.get("REDIS_SOCKET_CONNECT_TIMEOUT", "") +REDIS_SOCKET_CONNECT_TIMEOUT = os.environ.get('REDIS_SOCKET_CONNECT_TIMEOUT', '') try: REDIS_SOCKET_CONNECT_TIMEOUT = float(REDIS_SOCKET_CONNECT_TIMEOUT) except ValueError: REDIS_SOCKET_CONNECT_TIMEOUT = None -REDIS_RECONNECT_DELAY = os.environ.get("REDIS_RECONNECT_DELAY", "") +# Whether to enable TCP SO_KEEPALIVE on Redis client sockets. Opt-in: +# defaults to off so behavior is unchanged for existing deployments. When +# enabled, the kernel sends TCP keepalive probes on idle connections so +# half-closed sockets (e.g. after a silent firewall/LB reset or a NIC +# flap) are detected before the next command lands on them. +REDIS_SOCKET_KEEPALIVE = ( + os.environ.get('REDIS_SOCKET_KEEPALIVE', 'False').lower() == 'true' +) -if REDIS_RECONNECT_DELAY == "": +# How often (in seconds) redis-py should PING an idle pooled connection +# before reusing it. Opt-in: defaults to unset (empty string) so behavior +# is unchanged for existing deployments. When set, should be shorter than +# the Redis server `timeout` setting and any firewall/LB idle timeout on +# the path to Redis, so stale connections are detected before a real +# command lands on them. Set to 0 or empty to disable. +REDIS_HEALTH_CHECK_INTERVAL = os.environ.get('REDIS_HEALTH_CHECK_INTERVAL', '') +try: + REDIS_HEALTH_CHECK_INTERVAL = int(REDIS_HEALTH_CHECK_INTERVAL) + if REDIS_HEALTH_CHECK_INTERVAL <= 0: + REDIS_HEALTH_CHECK_INTERVAL = None +except ValueError: + REDIS_HEALTH_CHECK_INTERVAL = None + +REDIS_RECONNECT_DELAY = os.environ.get('REDIS_RECONNECT_DELAY', '') + +if REDIS_RECONNECT_DELAY == '': REDIS_RECONNECT_DELAY = None else: try: @@ -477,27 +466,23 @@ else: #################################### # Number of uvicorn worker processes for handling requests -UVICORN_WORKERS = os.environ.get("UVICORN_WORKERS", "1") +UVICORN_WORKERS = os.environ.get('UVICORN_WORKERS', '1') try: UVICORN_WORKERS = int(UVICORN_WORKERS) if UVICORN_WORKERS < 1: UVICORN_WORKERS = 1 except ValueError: UVICORN_WORKERS = 1 - log.info(f"Invalid UVICORN_WORKERS value, defaulting to {UVICORN_WORKERS}") + log.info(f'Invalid UVICORN_WORKERS value, defaulting to {UVICORN_WORKERS}') #################################### # WEBUI_AUTH (Required for security) #################################### -WEBUI_AUTH = os.environ.get("WEBUI_AUTH", "True").lower() == "true" +WEBUI_AUTH = os.environ.get('WEBUI_AUTH', 'True').lower() == 'true' -ENABLE_INITIAL_ADMIN_SIGNUP = ( - os.environ.get("ENABLE_INITIAL_ADMIN_SIGNUP", "False").lower() == "true" -) -ENABLE_SIGNUP_PASSWORD_CONFIRMATION = ( - os.environ.get("ENABLE_SIGNUP_PASSWORD_CONFIRMATION", "False").lower() == "true" -) +ENABLE_INITIAL_ADMIN_SIGNUP = os.environ.get('ENABLE_INITIAL_ADMIN_SIGNUP', 'False').lower() == 'true' +ENABLE_SIGNUP_PASSWORD_CONFIRMATION = os.environ.get('ENABLE_SIGNUP_PASSWORD_CONFIRMATION', 'False').lower() == 'true' #################################### # Admin Account Runtime Creation @@ -505,164 +490,143 @@ ENABLE_SIGNUP_PASSWORD_CONFIRMATION = ( # Optional env vars for creating an admin account on startup # Useful for headless/automated deployments -WEBUI_ADMIN_EMAIL = os.environ.get("WEBUI_ADMIN_EMAIL", "") -WEBUI_ADMIN_PASSWORD = os.environ.get("WEBUI_ADMIN_PASSWORD", "") -WEBUI_ADMIN_NAME = os.environ.get("WEBUI_ADMIN_NAME", "Admin") +WEBUI_ADMIN_EMAIL = os.environ.get('WEBUI_ADMIN_EMAIL', '') +WEBUI_ADMIN_PASSWORD = os.environ.get('WEBUI_ADMIN_PASSWORD', '') +WEBUI_ADMIN_NAME = os.environ.get('WEBUI_ADMIN_NAME', 'Admin') -WEBUI_AUTH_TRUSTED_EMAIL_HEADER = os.environ.get( - "WEBUI_AUTH_TRUSTED_EMAIL_HEADER", None -) -WEBUI_AUTH_TRUSTED_NAME_HEADER = os.environ.get("WEBUI_AUTH_TRUSTED_NAME_HEADER", None) -WEBUI_AUTH_TRUSTED_GROUPS_HEADER = os.environ.get( - "WEBUI_AUTH_TRUSTED_GROUPS_HEADER", None -) +WEBUI_AUTH_TRUSTED_EMAIL_HEADER = os.environ.get('WEBUI_AUTH_TRUSTED_EMAIL_HEADER', None) +WEBUI_AUTH_TRUSTED_NAME_HEADER = os.environ.get('WEBUI_AUTH_TRUSTED_NAME_HEADER', None) +WEBUI_AUTH_TRUSTED_GROUPS_HEADER = os.environ.get('WEBUI_AUTH_TRUSTED_GROUPS_HEADER', None) +WEBUI_AUTH_TRUSTED_ROLE_HEADER = os.environ.get('WEBUI_AUTH_TRUSTED_ROLE_HEADER', None) -ENABLE_PASSWORD_VALIDATION = ( - os.environ.get("ENABLE_PASSWORD_VALIDATION", "False").lower() == "true" -) +ENABLE_PASSWORD_VALIDATION = os.environ.get('ENABLE_PASSWORD_VALIDATION', 'False').lower() == 'true' PASSWORD_VALIDATION_REGEX_PATTERN = os.environ.get( - "PASSWORD_VALIDATION_REGEX_PATTERN", - r"^(?=.*[a-z])(?=.*[A-Z])(?=.*\d)(?=.*[^\w\s]).{8,}$", + 'PASSWORD_VALIDATION_REGEX_PATTERN', + r'^(?=.*[a-z])(?=.*[A-Z])(?=.*\d)(?=.*[^\w\s]).{8,}$', ) try: - PASSWORD_VALIDATION_REGEX_PATTERN = rf"{PASSWORD_VALIDATION_REGEX_PATTERN}" + PASSWORD_VALIDATION_REGEX_PATTERN = rf'{PASSWORD_VALIDATION_REGEX_PATTERN}' PASSWORD_VALIDATION_REGEX_PATTERN = re.compile(PASSWORD_VALIDATION_REGEX_PATTERN) except Exception as e: - log.error(f"Invalid PASSWORD_VALIDATION_REGEX_PATTERN: {e}") - PASSWORD_VALIDATION_REGEX_PATTERN = re.compile( - r"^(?=.*[a-z])(?=.*[A-Z])(?=.*\d)(?=.*[^\w\s]).{8,}$" - ) + log.error(f'Invalid PASSWORD_VALIDATION_REGEX_PATTERN: {e}') + PASSWORD_VALIDATION_REGEX_PATTERN = re.compile(r'^(?=.*[a-z])(?=.*[A-Z])(?=.*\d)(?=.*[^\w\s]).{8,}$') -PASSWORD_VALIDATION_HINT = os.environ.get("PASSWORD_VALIDATION_HINT", "") +PASSWORD_VALIDATION_HINT = os.environ.get('PASSWORD_VALIDATION_HINT', '') -BYPASS_MODEL_ACCESS_CONTROL = ( - os.environ.get("BYPASS_MODEL_ACCESS_CONTROL", "False").lower() == "true" -) +BYPASS_MODEL_ACCESS_CONTROL = os.environ.get('BYPASS_MODEL_ACCESS_CONTROL', 'False').lower() == 'true' -WEBUI_AUTH_SIGNOUT_REDIRECT_URL = os.environ.get( - "WEBUI_AUTH_SIGNOUT_REDIRECT_URL", None -) +# When disabled (default), the OpenAI catch-all proxy endpoint (/{path:path}) +# is blocked. Enable only if you need direct passthrough to upstream OpenAI- +# compatible APIs for endpoints not natively handled by Open WebUI. +ENABLE_OPENAI_API_PASSTHROUGH = os.environ.get('ENABLE_OPENAI_API_PASSTHROUGH', 'False').lower() == 'true' + +WEBUI_AUTH_SIGNOUT_REDIRECT_URL = os.environ.get('WEBUI_AUTH_SIGNOUT_REDIRECT_URL', None) #################################### # WEBUI_SECRET_KEY #################################### WEBUI_SECRET_KEY = os.environ.get( - "WEBUI_SECRET_KEY", - os.environ.get( - "WEBUI_JWT_SECRET_KEY", "t0p-s3cr3t" - ), # DEPRECATED: remove at next major version + 'WEBUI_SECRET_KEY', + os.environ.get('WEBUI_JWT_SECRET_KEY', 't0p-s3cr3t'), # DEPRECATED: remove at next major version ) -WEBUI_SESSION_COOKIE_SAME_SITE = os.environ.get("WEBUI_SESSION_COOKIE_SAME_SITE", "lax") +WEBUI_SESSION_COOKIE_SAME_SITE = os.environ.get('WEBUI_SESSION_COOKIE_SAME_SITE', 'lax') -WEBUI_SESSION_COOKIE_SECURE = ( - os.environ.get("WEBUI_SESSION_COOKIE_SECURE", "false").lower() == "true" -) +WEBUI_SESSION_COOKIE_SECURE = os.environ.get('WEBUI_SESSION_COOKIE_SECURE', 'false').lower() == 'true' -WEBUI_AUTH_COOKIE_SAME_SITE = os.environ.get( - "WEBUI_AUTH_COOKIE_SAME_SITE", WEBUI_SESSION_COOKIE_SAME_SITE -) +WEBUI_AUTH_COOKIE_SAME_SITE = os.environ.get('WEBUI_AUTH_COOKIE_SAME_SITE', WEBUI_SESSION_COOKIE_SAME_SITE) WEBUI_AUTH_COOKIE_SECURE = ( os.environ.get( - "WEBUI_AUTH_COOKIE_SECURE", - os.environ.get("WEBUI_SESSION_COOKIE_SECURE", "false"), + 'WEBUI_AUTH_COOKIE_SECURE', + os.environ.get('WEBUI_SESSION_COOKIE_SECURE', 'false'), ).lower() - == "true" + == 'true' ) -if WEBUI_AUTH and WEBUI_SECRET_KEY == "": +if WEBUI_AUTH and WEBUI_SECRET_KEY == '': raise ValueError(ERROR_MESSAGES.ENV_VAR_NOT_FOUND) -ENABLE_COMPRESSION_MIDDLEWARE = ( - os.environ.get("ENABLE_COMPRESSION_MIDDLEWARE", "True").lower() == "true" -) +ENABLE_COMPRESSION_MIDDLEWARE = os.environ.get('ENABLE_COMPRESSION_MIDDLEWARE', 'True').lower() == 'true' #################################### # OAUTH Configuration #################################### -ENABLE_OAUTH_EMAIL_FALLBACK = ( - os.environ.get("ENABLE_OAUTH_EMAIL_FALLBACK", "False").lower() == "true" -) +ENABLE_OAUTH_EMAIL_FALLBACK = os.environ.get('ENABLE_OAUTH_EMAIL_FALLBACK', 'False').lower() == 'true' -ENABLE_OAUTH_ID_TOKEN_COOKIE = ( - os.environ.get("ENABLE_OAUTH_ID_TOKEN_COOKIE", "True").lower() == "true" -) +ENABLE_OAUTH_ID_TOKEN_COOKIE = os.environ.get('ENABLE_OAUTH_ID_TOKEN_COOKIE', 'True').lower() == 'true' -OAUTH_CLIENT_INFO_ENCRYPTION_KEY = os.environ.get( - "OAUTH_CLIENT_INFO_ENCRYPTION_KEY", WEBUI_SECRET_KEY -) +OAUTH_CLIENT_INFO_ENCRYPTION_KEY = os.environ.get('OAUTH_CLIENT_INFO_ENCRYPTION_KEY', WEBUI_SECRET_KEY) -OAUTH_SESSION_TOKEN_ENCRYPTION_KEY = os.environ.get( - "OAUTH_SESSION_TOKEN_ENCRYPTION_KEY", WEBUI_SECRET_KEY -) +OAUTH_SESSION_TOKEN_ENCRYPTION_KEY = os.environ.get('OAUTH_SESSION_TOKEN_ENCRYPTION_KEY', WEBUI_SECRET_KEY) # Maximum number of concurrent OAuth sessions per user per provider # This prevents unbounded session growth while allowing multi-device usage -OAUTH_MAX_SESSIONS_PER_USER = int(os.environ.get("OAUTH_MAX_SESSIONS_PER_USER", "10")) +OAUTH_MAX_SESSIONS_PER_USER = int(os.environ.get('OAUTH_MAX_SESSIONS_PER_USER', '10')) # Token Exchange Configuration # Allows external apps to exchange OAuth tokens for OpenWebUI tokens -ENABLE_OAUTH_TOKEN_EXCHANGE = ( - os.environ.get("ENABLE_OAUTH_TOKEN_EXCHANGE", "False").lower() == "true" -) +ENABLE_OAUTH_TOKEN_EXCHANGE = os.environ.get('ENABLE_OAUTH_TOKEN_EXCHANGE', 'False').lower() == 'true' + +# Back-Channel Logout Configuration +# When enabled, exposes POST /oauth/backchannel-logout for IdP-initiated logout +# per OpenID Connect Back-Channel Logout 1.0 spec. +# Requires Redis for JWT revocation. +ENABLE_OAUTH_BACKCHANNEL_LOGOUT = os.environ.get('ENABLE_OAUTH_BACKCHANNEL_LOGOUT', 'False').lower() == 'true' #################################### # SCIM Configuration #################################### -ENABLE_SCIM = ( - os.environ.get("ENABLE_SCIM", os.environ.get("SCIM_ENABLED", "False")).lower() - == "true" -) -SCIM_TOKEN = os.environ.get("SCIM_TOKEN", "") -SCIM_AUTH_PROVIDER = os.environ.get("SCIM_AUTH_PROVIDER", "") +ENABLE_SCIM = os.environ.get('ENABLE_SCIM', os.environ.get('SCIM_ENABLED', 'False')).lower() == 'true' +SCIM_TOKEN = os.environ.get('SCIM_TOKEN', '') +SCIM_AUTH_PROVIDER = os.environ.get('SCIM_AUTH_PROVIDER', '') if ENABLE_SCIM and not SCIM_AUTH_PROVIDER: log.warning( - "SCIM is enabled but SCIM_AUTH_PROVIDER is not set. " + 'SCIM is enabled but SCIM_AUTH_PROVIDER is not set. ' "Set SCIM_AUTH_PROVIDER to the OAuth provider name (e.g. 'microsoft', 'oidc') " - "to enable externalId storage." + 'to enable externalId storage.' ) #################################### # LICENSE_KEY #################################### -LICENSE_KEY = os.environ.get("LICENSE_KEY", "") +LICENSE_KEY = os.environ.get('LICENSE_KEY', '') LICENSE_BLOB = None -LICENSE_BLOB_PATH = os.environ.get("LICENSE_BLOB_PATH", DATA_DIR / "l.data") +LICENSE_BLOB_PATH = os.environ.get('LICENSE_BLOB_PATH', DATA_DIR / 'l.data') if LICENSE_BLOB_PATH and os.path.exists(LICENSE_BLOB_PATH): - with open(LICENSE_BLOB_PATH, "rb") as f: + with open(LICENSE_BLOB_PATH, 'rb') as f: LICENSE_BLOB = f.read() -LICENSE_PUBLIC_KEY = os.environ.get("LICENSE_PUBLIC_KEY", "") +LICENSE_PUBLIC_KEY = os.environ.get('LICENSE_PUBLIC_KEY', '') pk = None if LICENSE_PUBLIC_KEY: - pk = serialization.load_pem_public_key(f""" + pk = serialization.load_pem_public_key( + f""" -----BEGIN PUBLIC KEY----- {LICENSE_PUBLIC_KEY} -----END PUBLIC KEY----- -""".encode("utf-8")) +""".encode('utf-8') + ) #################################### # MODELS #################################### -ENABLE_CUSTOM_MODEL_FALLBACK = ( - os.environ.get("ENABLE_CUSTOM_MODEL_FALLBACK", "False").lower() == "true" -) +ENABLE_CUSTOM_MODEL_FALLBACK = os.environ.get('ENABLE_CUSTOM_MODEL_FALLBACK', 'False').lower() == 'true' -MODELS_CACHE_TTL = os.environ.get("MODELS_CACHE_TTL", "1") -if MODELS_CACHE_TTL == "": +MODELS_CACHE_TTL = os.environ.get('MODELS_CACHE_TTL', '1') +if MODELS_CACHE_TTL == '': MODELS_CACHE_TTL = None else: try: @@ -676,30 +640,23 @@ else: #################################### ENABLE_CHAT_RESPONSE_BASE64_IMAGE_URL_CONVERSION = ( - os.environ.get("ENABLE_CHAT_RESPONSE_BASE64_IMAGE_URL_CONVERSION", "False").lower() - == "true" + os.environ.get('ENABLE_CHAT_RESPONSE_BASE64_IMAGE_URL_CONVERSION', 'False').lower() == 'true' ) -CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE = os.environ.get( - "CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE", "1" -) +CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE = os.environ.get('CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE', '1') -if CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE == "": +if CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE == '': CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE = 1 else: try: - CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE = int( - CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE - ) + CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE = int(CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE) except Exception: CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE = 1 -CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES = os.environ.get( - "CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES", "30" -) +CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES = os.environ.get('CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES', '30') -if CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES == "": +if CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES == '': CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES = 30 else: try: @@ -708,17 +665,20 @@ else: CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES = 30 -CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE = os.environ.get( - "CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE", "" -) +# WARNING: Experimental. Only enable if your upstream Responses API endpoint +# supports stateful sessions (i.e. server-side response storage with +# previous_response_id anchoring). Most proxies and third-party endpoints +# are stateless and will break if this is enabled. +ENABLE_RESPONSES_API_STATEFUL = os.environ.get('ENABLE_RESPONSES_API_STATEFUL', 'False').lower() == 'true' -if CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE == "": + +CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE = os.environ.get('CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE', '') + +if CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE == '': CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE = None else: try: - CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE = int( - CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE - ) + CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE = int(CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE) except Exception: CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE = None @@ -727,70 +687,62 @@ else: # WEBSOCKET SUPPORT #################################### -ENABLE_WEBSOCKET_SUPPORT = ( - os.environ.get("ENABLE_WEBSOCKET_SUPPORT", "True").lower() == "true" -) +ENABLE_WEBSOCKET_SUPPORT = os.environ.get('ENABLE_WEBSOCKET_SUPPORT', 'True').lower() == 'true' -WEBSOCKET_MANAGER = os.environ.get("WEBSOCKET_MANAGER", "") +WEBSOCKET_MANAGER = os.environ.get('WEBSOCKET_MANAGER', '') -WEBSOCKET_REDIS_OPTIONS = os.environ.get("WEBSOCKET_REDIS_OPTIONS", "") +WEBSOCKET_REDIS_OPTIONS = os.environ.get('WEBSOCKET_REDIS_OPTIONS', '') -if WEBSOCKET_REDIS_OPTIONS == "": +if WEBSOCKET_REDIS_OPTIONS == '': if REDIS_SOCKET_CONNECT_TIMEOUT: - WEBSOCKET_REDIS_OPTIONS = { - "socket_connect_timeout": REDIS_SOCKET_CONNECT_TIMEOUT - } + WEBSOCKET_REDIS_OPTIONS = {'socket_connect_timeout': REDIS_SOCKET_CONNECT_TIMEOUT} else: - log.debug("No WEBSOCKET_REDIS_OPTIONS provided, defaulting to None") + log.debug('No WEBSOCKET_REDIS_OPTIONS provided, defaulting to None') WEBSOCKET_REDIS_OPTIONS = None else: try: WEBSOCKET_REDIS_OPTIONS = json.loads(WEBSOCKET_REDIS_OPTIONS) except Exception: - log.warning("Invalid WEBSOCKET_REDIS_OPTIONS, defaulting to None") + log.warning('Invalid WEBSOCKET_REDIS_OPTIONS, defaulting to None') WEBSOCKET_REDIS_OPTIONS = None -WEBSOCKET_REDIS_URL = os.environ.get("WEBSOCKET_REDIS_URL", REDIS_URL) -WEBSOCKET_REDIS_CLUSTER = ( - os.environ.get("WEBSOCKET_REDIS_CLUSTER", str(REDIS_CLUSTER)).lower() == "true" -) +WEBSOCKET_REDIS_URL = os.environ.get('WEBSOCKET_REDIS_URL', REDIS_URL) +WEBSOCKET_REDIS_CLUSTER = os.environ.get('WEBSOCKET_REDIS_CLUSTER', str(REDIS_CLUSTER)).lower() == 'true' -websocket_redis_lock_timeout = os.environ.get("WEBSOCKET_REDIS_LOCK_TIMEOUT", "60") +websocket_redis_lock_timeout = os.environ.get('WEBSOCKET_REDIS_LOCK_TIMEOUT', '60') try: WEBSOCKET_REDIS_LOCK_TIMEOUT = int(websocket_redis_lock_timeout) except ValueError: WEBSOCKET_REDIS_LOCK_TIMEOUT = 60 -WEBSOCKET_SENTINEL_HOSTS = os.environ.get("WEBSOCKET_SENTINEL_HOSTS", "") -WEBSOCKET_SENTINEL_PORT = os.environ.get("WEBSOCKET_SENTINEL_PORT", "26379") -WEBSOCKET_SERVER_LOGGING = ( - os.environ.get("WEBSOCKET_SERVER_LOGGING", "False").lower() == "true" -) +WEBSOCKET_SENTINEL_HOSTS = os.environ.get('WEBSOCKET_SENTINEL_HOSTS', '') +WEBSOCKET_SENTINEL_PORT = os.environ.get('WEBSOCKET_SENTINEL_PORT', '26379') +WEBSOCKET_SERVER_LOGGING = os.environ.get('WEBSOCKET_SERVER_LOGGING', 'False').lower() == 'true' WEBSOCKET_SERVER_ENGINEIO_LOGGING = ( os.environ.get( - "WEBSOCKET_SERVER_ENGINEIO_LOGGING", - os.environ.get("WEBSOCKET_SERVER_LOGGING", "False"), + 'WEBSOCKET_SERVER_ENGINEIO_LOGGING', + os.environ.get('WEBSOCKET_SERVER_LOGGING', 'False'), ).lower() - == "true" + == 'true' ) -WEBSOCKET_SERVER_PING_TIMEOUT = os.environ.get("WEBSOCKET_SERVER_PING_TIMEOUT", "20") +WEBSOCKET_SERVER_PING_TIMEOUT = os.environ.get('WEBSOCKET_SERVER_PING_TIMEOUT', '20') try: WEBSOCKET_SERVER_PING_TIMEOUT = int(WEBSOCKET_SERVER_PING_TIMEOUT) except ValueError: WEBSOCKET_SERVER_PING_TIMEOUT = 20 -WEBSOCKET_SERVER_PING_INTERVAL = os.environ.get("WEBSOCKET_SERVER_PING_INTERVAL", "25") +WEBSOCKET_SERVER_PING_INTERVAL = os.environ.get('WEBSOCKET_SERVER_PING_INTERVAL', '25') try: WEBSOCKET_SERVER_PING_INTERVAL = int(WEBSOCKET_SERVER_PING_INTERVAL) except ValueError: WEBSOCKET_SERVER_PING_INTERVAL = 25 -WEBSOCKET_EVENT_CALLER_TIMEOUT = os.environ.get("WEBSOCKET_EVENT_CALLER_TIMEOUT", "") +WEBSOCKET_EVENT_CALLER_TIMEOUT = os.environ.get('WEBSOCKET_EVENT_CALLER_TIMEOUT', '') -if WEBSOCKET_EVENT_CALLER_TIMEOUT == "": +if WEBSOCKET_EVENT_CALLER_TIMEOUT == '': WEBSOCKET_EVENT_CALLER_TIMEOUT = None else: try: @@ -799,11 +751,11 @@ else: WEBSOCKET_EVENT_CALLER_TIMEOUT = 300 -REQUESTS_VERIFY = os.environ.get("REQUESTS_VERIFY", "True").lower() == "true" +REQUESTS_VERIFY = os.environ.get('REQUESTS_VERIFY', 'True').lower() == 'true' -AIOHTTP_CLIENT_TIMEOUT = os.environ.get("AIOHTTP_CLIENT_TIMEOUT", "") +AIOHTTP_CLIENT_TIMEOUT = os.environ.get('AIOHTTP_CLIENT_TIMEOUT', '') -if AIOHTTP_CLIENT_TIMEOUT == "": +if AIOHTTP_CLIENT_TIMEOUT == '': AIOHTTP_CLIENT_TIMEOUT = None else: try: @@ -812,16 +764,14 @@ else: AIOHTTP_CLIENT_TIMEOUT = 300 -AIOHTTP_CLIENT_SESSION_SSL = ( - os.environ.get("AIOHTTP_CLIENT_SESSION_SSL", "True").lower() == "true" -) +AIOHTTP_CLIENT_SESSION_SSL = os.environ.get('AIOHTTP_CLIENT_SESSION_SSL', 'True').lower() == 'true' AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST = os.environ.get( - "AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST", - os.environ.get("AIOHTTP_CLIENT_TIMEOUT_OPENAI_MODEL_LIST", "10"), + 'AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST', + os.environ.get('AIOHTTP_CLIENT_TIMEOUT_OPENAI_MODEL_LIST', '10'), ) -if AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST == "": +if AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST == '': AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST = None else: try: @@ -830,29 +780,35 @@ else: AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST = 10 -AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA = os.environ.get( - "AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA", "10" -) +AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA = os.environ.get('AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA', '10') -if AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA == "": +if AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA == '': AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA = None else: try: - AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA = int( - AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA - ) + AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA = int(AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA) except Exception: AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA = 10 AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL = ( - os.environ.get("AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL", "True").lower() == "true" + os.environ.get('AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL', 'True').lower() == 'true' ) +AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER = os.environ.get('AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER', '') -RAG_EMBEDDING_TIMEOUT = os.environ.get("RAG_EMBEDDING_TIMEOUT", "") +if AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER == '': + AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER = AIOHTTP_CLIENT_TIMEOUT +else: + try: + AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER = int(AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER) + except Exception: + AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER = AIOHTTP_CLIENT_TIMEOUT -if RAG_EMBEDDING_TIMEOUT == "": + +RAG_EMBEDDING_TIMEOUT = os.environ.get('RAG_EMBEDDING_TIMEOUT', '') + +if RAG_EMBEDDING_TIMEOUT == '': RAG_EMBEDDING_TIMEOUT = None else: try: @@ -866,42 +822,34 @@ else: #################################### -SENTENCE_TRANSFORMERS_BACKEND = os.environ.get("SENTENCE_TRANSFORMERS_BACKEND", "") -if SENTENCE_TRANSFORMERS_BACKEND == "": - SENTENCE_TRANSFORMERS_BACKEND = "torch" +SENTENCE_TRANSFORMERS_BACKEND = os.environ.get('SENTENCE_TRANSFORMERS_BACKEND', '') +if SENTENCE_TRANSFORMERS_BACKEND == '': + SENTENCE_TRANSFORMERS_BACKEND = 'torch' -SENTENCE_TRANSFORMERS_MODEL_KWARGS = os.environ.get( - "SENTENCE_TRANSFORMERS_MODEL_KWARGS", "" -) -if SENTENCE_TRANSFORMERS_MODEL_KWARGS == "": +SENTENCE_TRANSFORMERS_MODEL_KWARGS = os.environ.get('SENTENCE_TRANSFORMERS_MODEL_KWARGS', '') +if SENTENCE_TRANSFORMERS_MODEL_KWARGS == '': SENTENCE_TRANSFORMERS_MODEL_KWARGS = None else: try: - SENTENCE_TRANSFORMERS_MODEL_KWARGS = json.loads( - SENTENCE_TRANSFORMERS_MODEL_KWARGS - ) + SENTENCE_TRANSFORMERS_MODEL_KWARGS = json.loads(SENTENCE_TRANSFORMERS_MODEL_KWARGS) except Exception: SENTENCE_TRANSFORMERS_MODEL_KWARGS = None -SENTENCE_TRANSFORMERS_CROSS_ENCODER_BACKEND = os.environ.get( - "SENTENCE_TRANSFORMERS_CROSS_ENCODER_BACKEND", "" -) -if SENTENCE_TRANSFORMERS_CROSS_ENCODER_BACKEND == "": - SENTENCE_TRANSFORMERS_CROSS_ENCODER_BACKEND = "torch" +SENTENCE_TRANSFORMERS_CROSS_ENCODER_BACKEND = os.environ.get('SENTENCE_TRANSFORMERS_CROSS_ENCODER_BACKEND', '') +if SENTENCE_TRANSFORMERS_CROSS_ENCODER_BACKEND == '': + SENTENCE_TRANSFORMERS_CROSS_ENCODER_BACKEND = 'torch' SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS = os.environ.get( - "SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS", "" + 'SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS', '' ) -if SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS == "": +if SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS == '': SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS = None else: try: - SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS = json.loads( - SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS - ) + SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS = json.loads(SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS) except Exception: SENTENCE_TRANSFORMERS_CROSS_ENCODER_MODEL_KWARGS = None @@ -909,23 +857,18 @@ else: # When enabled (default), scores are normalized to 0-1 range for proper # relevance threshold behavior with MS MARCO models. SENTENCE_TRANSFORMERS_CROSS_ENCODER_SIGMOID_ACTIVATION_FUNCTION = ( - os.environ.get( - "SENTENCE_TRANSFORMERS_CROSS_ENCODER_SIGMOID_ACTIVATION_FUNCTION", "True" - ).lower() - == "true" + os.environ.get('SENTENCE_TRANSFORMERS_CROSS_ENCODER_SIGMOID_ACTIVATION_FUNCTION', 'True').lower() == 'true' ) #################################### # OFFLINE_MODE #################################### -ENABLE_VERSION_UPDATE_CHECK = ( - os.environ.get("ENABLE_VERSION_UPDATE_CHECK", "true").lower() == "true" -) -OFFLINE_MODE = os.environ.get("OFFLINE_MODE", "false").lower() == "true" +ENABLE_VERSION_UPDATE_CHECK = os.environ.get('ENABLE_VERSION_UPDATE_CHECK', 'true').lower() == 'true' +OFFLINE_MODE = os.environ.get('OFFLINE_MODE', 'false').lower() == 'true' if OFFLINE_MODE: - os.environ["HF_HUB_OFFLINE"] = "1" + os.environ['HF_HUB_OFFLINE'] = '1' ENABLE_VERSION_UPDATE_CHECK = False #################################### @@ -933,104 +876,79 @@ if OFFLINE_MODE: #################################### -ENABLE_AUDIT_STDOUT = os.getenv("ENABLE_AUDIT_STDOUT", "False").lower() == "true" -ENABLE_AUDIT_LOGS_FILE = os.getenv("ENABLE_AUDIT_LOGS_FILE", "True").lower() == "true" +ENABLE_AUDIT_STDOUT = os.getenv('ENABLE_AUDIT_STDOUT', 'False').lower() == 'true' +ENABLE_AUDIT_LOGS_FILE = os.getenv('ENABLE_AUDIT_LOGS_FILE', 'True').lower() == 'true' # Where to store log file # Defaults to the DATA_DIR/audit.log. To set AUDIT_LOGS_FILE_PATH you need to # provide the whole path, like: /app/audit.log -AUDIT_LOGS_FILE_PATH = os.getenv("AUDIT_LOGS_FILE_PATH", f"{DATA_DIR}/audit.log") +AUDIT_LOGS_FILE_PATH = os.getenv('AUDIT_LOGS_FILE_PATH', f'{DATA_DIR}/audit.log') # Maximum size of a file before rotating into a new log file -AUDIT_LOG_FILE_ROTATION_SIZE = os.getenv("AUDIT_LOG_FILE_ROTATION_SIZE", "10MB") +AUDIT_LOG_FILE_ROTATION_SIZE = os.getenv('AUDIT_LOG_FILE_ROTATION_SIZE', '10MB') # Comma separated list of logger names to use for audit logging # Default is "uvicorn.access" which is the access log for Uvicorn # You can add more logger names to this list if you want to capture more logs -AUDIT_UVICORN_LOGGER_NAMES = os.getenv( - "AUDIT_UVICORN_LOGGER_NAMES", "uvicorn.access" -).split(",") +AUDIT_UVICORN_LOGGER_NAMES = os.getenv('AUDIT_UVICORN_LOGGER_NAMES', 'uvicorn.access').split(',') # METADATA | REQUEST | REQUEST_RESPONSE -AUDIT_LOG_LEVEL = os.getenv("AUDIT_LOG_LEVEL", "NONE").upper() +AUDIT_LOG_LEVEL = os.getenv('AUDIT_LOG_LEVEL', 'NONE').upper() try: - MAX_BODY_LOG_SIZE = int(os.environ.get("MAX_BODY_LOG_SIZE") or 2048) + MAX_BODY_LOG_SIZE = int(os.environ.get('MAX_BODY_LOG_SIZE') or 2048) except ValueError: MAX_BODY_LOG_SIZE = 2048 # Comma separated list for urls to exclude from audit -AUDIT_EXCLUDED_PATHS = os.getenv("AUDIT_EXCLUDED_PATHS", "/chats,/chat,/folders").split( - "," -) +AUDIT_EXCLUDED_PATHS = os.getenv('AUDIT_EXCLUDED_PATHS', '/chats,/chat,/folders').split(',') AUDIT_EXCLUDED_PATHS = [path.strip() for path in AUDIT_EXCLUDED_PATHS] -AUDIT_EXCLUDED_PATHS = [path.lstrip("/") for path in AUDIT_EXCLUDED_PATHS] +AUDIT_EXCLUDED_PATHS = [path.lstrip('/') for path in AUDIT_EXCLUDED_PATHS] + +# Comma separated list of urls to include in audit (whitelist mode) +# When set, only these paths are audited and AUDIT_EXCLUDED_PATHS is ignored +AUDIT_INCLUDED_PATHS = os.getenv('AUDIT_INCLUDED_PATHS', '').split(',') +AUDIT_INCLUDED_PATHS = [path.strip() for path in AUDIT_INCLUDED_PATHS] +AUDIT_INCLUDED_PATHS = [path.lstrip('/') for path in AUDIT_INCLUDED_PATHS if path] #################################### # OPENTELEMETRY #################################### -ENABLE_OTEL = os.environ.get("ENABLE_OTEL", "False").lower() == "true" -ENABLE_OTEL_TRACES = os.environ.get("ENABLE_OTEL_TRACES", "False").lower() == "true" -ENABLE_OTEL_METRICS = os.environ.get("ENABLE_OTEL_METRICS", "False").lower() == "true" -ENABLE_OTEL_LOGS = os.environ.get("ENABLE_OTEL_LOGS", "False").lower() == "true" +ENABLE_OTEL = os.environ.get('ENABLE_OTEL', 'False').lower() == 'true' +ENABLE_OTEL_TRACES = os.environ.get('ENABLE_OTEL_TRACES', 'False').lower() == 'true' +ENABLE_OTEL_METRICS = os.environ.get('ENABLE_OTEL_METRICS', 'False').lower() == 'true' +ENABLE_OTEL_LOGS = os.environ.get('ENABLE_OTEL_LOGS', 'False').lower() == 'true' -OTEL_EXPORTER_OTLP_ENDPOINT = os.environ.get( - "OTEL_EXPORTER_OTLP_ENDPOINT", "http://localhost:4317" -) -OTEL_METRICS_EXPORTER_OTLP_ENDPOINT = os.environ.get( - "OTEL_METRICS_EXPORTER_OTLP_ENDPOINT", OTEL_EXPORTER_OTLP_ENDPOINT -) -OTEL_LOGS_EXPORTER_OTLP_ENDPOINT = os.environ.get( - "OTEL_LOGS_EXPORTER_OTLP_ENDPOINT", OTEL_EXPORTER_OTLP_ENDPOINT -) -OTEL_EXPORTER_OTLP_INSECURE = ( - os.environ.get("OTEL_EXPORTER_OTLP_INSECURE", "False").lower() == "true" -) +OTEL_EXPORTER_OTLP_ENDPOINT = os.environ.get('OTEL_EXPORTER_OTLP_ENDPOINT', 'http://localhost:4317') +OTEL_METRICS_EXPORTER_OTLP_ENDPOINT = os.environ.get('OTEL_METRICS_EXPORTER_OTLP_ENDPOINT', OTEL_EXPORTER_OTLP_ENDPOINT) +OTEL_LOGS_EXPORTER_OTLP_ENDPOINT = os.environ.get('OTEL_LOGS_EXPORTER_OTLP_ENDPOINT', OTEL_EXPORTER_OTLP_ENDPOINT) +OTEL_EXPORTER_OTLP_INSECURE = os.environ.get('OTEL_EXPORTER_OTLP_INSECURE', 'False').lower() == 'true' OTEL_METRICS_EXPORTER_OTLP_INSECURE = ( - os.environ.get( - "OTEL_METRICS_EXPORTER_OTLP_INSECURE", str(OTEL_EXPORTER_OTLP_INSECURE) - ).lower() - == "true" + os.environ.get('OTEL_METRICS_EXPORTER_OTLP_INSECURE', str(OTEL_EXPORTER_OTLP_INSECURE)).lower() == 'true' ) OTEL_LOGS_EXPORTER_OTLP_INSECURE = ( - os.environ.get( - "OTEL_LOGS_EXPORTER_OTLP_INSECURE", str(OTEL_EXPORTER_OTLP_INSECURE) - ).lower() - == "true" + os.environ.get('OTEL_LOGS_EXPORTER_OTLP_INSECURE', str(OTEL_EXPORTER_OTLP_INSECURE)).lower() == 'true' ) -OTEL_SERVICE_NAME = os.environ.get("OTEL_SERVICE_NAME", "open-webui") -OTEL_RESOURCE_ATTRIBUTES = os.environ.get( - "OTEL_RESOURCE_ATTRIBUTES", "" -) # e.g. key1=val1,key2=val2 -OTEL_TRACES_SAMPLER = os.environ.get( - "OTEL_TRACES_SAMPLER", "parentbased_always_on" -).lower() -OTEL_BASIC_AUTH_USERNAME = os.environ.get("OTEL_BASIC_AUTH_USERNAME", "") -OTEL_BASIC_AUTH_PASSWORD = os.environ.get("OTEL_BASIC_AUTH_PASSWORD", "") +OTEL_SERVICE_NAME = os.environ.get('OTEL_SERVICE_NAME', 'open-webui') +OTEL_RESOURCE_ATTRIBUTES = os.environ.get('OTEL_RESOURCE_ATTRIBUTES', '') # e.g. key1=val1,key2=val2 +OTEL_TRACES_SAMPLER = os.environ.get('OTEL_TRACES_SAMPLER', 'parentbased_always_on').lower() +OTEL_BASIC_AUTH_USERNAME = os.environ.get('OTEL_BASIC_AUTH_USERNAME', '') +OTEL_BASIC_AUTH_PASSWORD = os.environ.get('OTEL_BASIC_AUTH_PASSWORD', '') +OTEL_METRICS_EXPORT_INTERVAL_MILLIS = int(os.environ.get('OTEL_METRICS_EXPORT_INTERVAL_MILLIS', '10000')) -OTEL_METRICS_BASIC_AUTH_USERNAME = os.environ.get( - "OTEL_METRICS_BASIC_AUTH_USERNAME", OTEL_BASIC_AUTH_USERNAME -) -OTEL_METRICS_BASIC_AUTH_PASSWORD = os.environ.get( - "OTEL_METRICS_BASIC_AUTH_PASSWORD", OTEL_BASIC_AUTH_PASSWORD -) -OTEL_LOGS_BASIC_AUTH_USERNAME = os.environ.get( - "OTEL_LOGS_BASIC_AUTH_USERNAME", OTEL_BASIC_AUTH_USERNAME -) -OTEL_LOGS_BASIC_AUTH_PASSWORD = os.environ.get( - "OTEL_LOGS_BASIC_AUTH_PASSWORD", OTEL_BASIC_AUTH_PASSWORD -) +OTEL_METRICS_BASIC_AUTH_USERNAME = os.environ.get('OTEL_METRICS_BASIC_AUTH_USERNAME', OTEL_BASIC_AUTH_USERNAME) +OTEL_METRICS_BASIC_AUTH_PASSWORD = os.environ.get('OTEL_METRICS_BASIC_AUTH_PASSWORD', OTEL_BASIC_AUTH_PASSWORD) +OTEL_LOGS_BASIC_AUTH_USERNAME = os.environ.get('OTEL_LOGS_BASIC_AUTH_USERNAME', OTEL_BASIC_AUTH_USERNAME) +OTEL_LOGS_BASIC_AUTH_PASSWORD = os.environ.get('OTEL_LOGS_BASIC_AUTH_PASSWORD', OTEL_BASIC_AUTH_PASSWORD) -OTEL_OTLP_SPAN_EXPORTER = os.environ.get( - "OTEL_OTLP_SPAN_EXPORTER", "grpc" -).lower() # grpc or http +OTEL_OTLP_SPAN_EXPORTER = os.environ.get('OTEL_OTLP_SPAN_EXPORTER', 'grpc').lower() # grpc or http OTEL_METRICS_OTLP_SPAN_EXPORTER = os.environ.get( - "OTEL_METRICS_OTLP_SPAN_EXPORTER", OTEL_OTLP_SPAN_EXPORTER + 'OTEL_METRICS_OTLP_SPAN_EXPORTER', OTEL_OTLP_SPAN_EXPORTER ).lower() # grpc or http OTEL_LOGS_OTLP_SPAN_EXPORTER = os.environ.get( - "OTEL_LOGS_OTLP_SPAN_EXPORTER", OTEL_OTLP_SPAN_EXPORTER + 'OTEL_LOGS_OTLP_SPAN_EXPORTER', OTEL_OTLP_SPAN_EXPORTER ).lower() # grpc or http #################################### @@ -1038,19 +956,18 @@ OTEL_LOGS_OTLP_SPAN_EXPORTER = os.environ.get( #################################### ENABLE_PIP_INSTALL_FRONTMATTER_REQUIREMENTS = ( - os.environ.get("ENABLE_PIP_INSTALL_FRONTMATTER_REQUIREMENTS", "True").lower() - == "true" + os.environ.get('ENABLE_PIP_INSTALL_FRONTMATTER_REQUIREMENTS', 'True').lower() == 'true' ) -PIP_OPTIONS = os.getenv("PIP_OPTIONS", "").split() -PIP_PACKAGE_INDEX_OPTIONS = os.getenv("PIP_PACKAGE_INDEX_OPTIONS", "").split() +PIP_OPTIONS = os.getenv('PIP_OPTIONS', '').split() +PIP_PACKAGE_INDEX_OPTIONS = os.getenv('PIP_PACKAGE_INDEX_OPTIONS', '').split() #################################### # PROGRESSIVE WEB APP OPTIONS #################################### -EXTERNAL_PWA_MANIFEST_URL = os.environ.get("EXTERNAL_PWA_MANIFEST_URL") +EXTERNAL_PWA_MANIFEST_URL = os.environ.get('EXTERNAL_PWA_MANIFEST_URL') #################################### # GROUP DEFAULTS @@ -1058,9 +975,5 @@ EXTERNAL_PWA_MANIFEST_URL = os.environ.get("EXTERNAL_PWA_MANIFEST_URL") # Controls the default "Who can share to this group" setting for new groups. # Env var values: "true" (anyone), "false" (no one), "members" (only group members). -_default_group_share = ( - os.environ.get("DEFAULT_GROUP_SHARE_PERMISSION", "members").strip().lower() -) -DEFAULT_GROUP_SHARE_PERMISSION = ( - "members" if _default_group_share == "members" else _default_group_share == "true" -) +_default_group_share = os.environ.get('DEFAULT_GROUP_SHARE_PERMISSION', 'members').strip().lower() +DEFAULT_GROUP_SHARE_PERMISSION = 'members' if _default_group_share == 'members' else _default_group_share == 'true' diff --git a/backend/open_webui/functions.py b/backend/open_webui/functions.py index 364d2a889b..37a9011aab 100644 --- a/backend/open_webui/functions.py +++ b/backend/open_webui/functions.py @@ -34,7 +34,6 @@ from open_webui.utils.plugin import ( load_function_module_by_id, get_function_module_from_cache, ) -from open_webui.utils.tools import get_tools from open_webui.env import GLOBAL_LOG_LEVEL @@ -54,20 +53,18 @@ logging.basicConfig(stream=sys.stdout, level=GLOBAL_LOG_LEVEL) log = logging.getLogger(__name__) -def get_function_module_by_id(request: Request, pipe_id: str): - function_module, _, _ = get_function_module_from_cache(request, pipe_id) +async def get_function_module_by_id(request: Request, pipe_id: str): + function_module, _, _ = await get_function_module_from_cache(request, pipe_id) - if hasattr(function_module, "valves") and hasattr(function_module, "Valves"): + if hasattr(function_module, 'valves') and hasattr(function_module, 'Valves'): Valves = function_module.Valves - valves = Functions.get_function_valves_by_id(pipe_id) + valves = await Functions.get_function_valves_by_id(pipe_id) if valves: try: - function_module.valves = Valves( - **{k: v for k, v in valves.items() if v is not None} - ) + function_module.valves = Valves(**{k: v for k, v in valves.items() if v is not None}) except Exception as e: - log.exception(f"Error loading valves for function {pipe_id}: {e}") + log.exception(f'Error loading valves for function {pipe_id}: {e}') raise e else: function_module.valves = Valves() @@ -76,19 +73,19 @@ def get_function_module_by_id(request: Request, pipe_id: str): async def get_function_models(request): - pipes = Functions.get_functions_by_type("pipe", active_only=True) + pipes = await Functions.get_functions_by_type('pipe', active_only=True) pipe_models = [] for pipe in pipes: try: - function_module = get_function_module_by_id(request, pipe.id) + function_module = await get_function_module_by_id(request, pipe.id) has_user_valves = False - if hasattr(function_module, "UserValves"): + if hasattr(function_module, 'UserValves'): has_user_valves = True # Check if function is a manifold - if hasattr(function_module, "pipes"): + if hasattr(function_module, 'pipes'): sub_pipes = [] # Handle pipes being a list, sync function, or async function @@ -104,32 +101,30 @@ async def get_function_models(request): log.exception(e) sub_pipes = [] - log.debug( - f"get_function_models: function '{pipe.id}' is a manifold of {sub_pipes}" - ) + log.debug(f"get_function_models: function '{pipe.id}' is a manifold of {sub_pipes}") for p in sub_pipes: sub_pipe_id = f'{pipe.id}.{p["id"]}' - sub_pipe_name = p["name"] + sub_pipe_name = p['name'] - if hasattr(function_module, "name"): - sub_pipe_name = f"{function_module.name}{sub_pipe_name}" + if hasattr(function_module, 'name'): + sub_pipe_name = f'{function_module.name}{sub_pipe_name}' - pipe_flag = {"type": pipe.type} + pipe_flag = {'type': pipe.type} pipe_models.append( { - "id": sub_pipe_id, - "name": sub_pipe_name, - "object": "model", - "created": pipe.created_at, - "owned_by": "openai", - "pipe": pipe_flag, - "has_user_valves": has_user_valves, + 'id': sub_pipe_id, + 'name': sub_pipe_name, + 'object': 'model', + 'created': pipe.created_at, + 'owned_by': 'openai', + 'pipe': pipe_flag, + 'has_user_valves': has_user_valves, } ) else: - pipe_flag = {"type": "pipe"} + pipe_flag = {'type': 'pipe'} log.debug( f"get_function_models: function '{pipe.id}' is a single pipe {{ 'id': {pipe.id}, 'name': {pipe.name} }}" @@ -137,13 +132,13 @@ async def get_function_models(request): pipe_models.append( { - "id": pipe.id, - "name": pipe.name, - "object": "model", - "created": pipe.created_at, - "owned_by": "openai", - "pipe": pipe_flag, - "has_user_valves": has_user_valves, + 'id': pipe.id, + 'name': pipe.name, + 'object': 'model', + 'created': pipe.created_at, + 'owned_by': 'openai', + 'pipe': pipe_flag, + 'has_user_valves': has_user_valves, } ) except Exception as e: @@ -153,9 +148,7 @@ async def get_function_models(request): return pipe_models -async def generate_function_chat_completion( - request, form_data, user, models: dict = {} -): +async def generate_function_chat_completion(request, form_data, user, models: dict = {}): async def execute_pipe(pipe, params): if inspect.iscoroutinefunction(pipe): return await pipe(**params) @@ -166,35 +159,35 @@ async def generate_function_chat_completion( if isinstance(res, str): return res if isinstance(res, Generator): - return "".join(map(str, res)) + return ''.join(map(str, res)) if isinstance(res, AsyncGenerator): - return "".join([str(stream) async for stream in res]) + return ''.join([str(stream) async for stream in res]) def process_line(form_data: dict, line): if isinstance(line, BaseModel): line = line.model_dump_json() - line = f"data: {line}" + line = f'data: {line}' if isinstance(line, dict): - line = f"data: {json.dumps(line)}" + line = f'data: {json.dumps(line)}' try: - line = line.decode("utf-8") + line = line.decode('utf-8') except Exception: pass - if line.startswith("data:"): - return f"{line}\n\n" + if line.startswith('data:'): + return f'{line}\n\n' else: - line = openai_chat_chunk_message_template(form_data["model"], line) - return f"data: {json.dumps(line)}\n\n" + line = openai_chat_chunk_message_template(form_data['model'], line) + return f'data: {json.dumps(line)}\n\n' def get_pipe_id(form_data: dict) -> str: - pipe_id = form_data["model"] - if "." in pipe_id: - pipe_id, _ = pipe_id.split(".", 1) + pipe_id = form_data['model'] + if '.' in pipe_id: + pipe_id, _ = pipe_id.split('.', 1) return pipe_id - def get_function_params(function_module, form_data, user, extra_params=None): + async def get_function_params(function_module, form_data, user, extra_params=None): if extra_params is None: extra_params = {} @@ -202,27 +195,25 @@ async def generate_function_chat_completion( # Get the signature of the function sig = inspect.signature(function_module.pipe) - params = {"body": form_data} | { - k: v for k, v in extra_params.items() if k in sig.parameters - } + params = {'body': form_data} | {k: v for k, v in extra_params.items() if k in sig.parameters} - if "__user__" in params and hasattr(function_module, "UserValves"): - user_valves = Functions.get_user_valves_by_id_and_user_id(pipe_id, user.id) + if '__user__' in params and hasattr(function_module, 'UserValves'): + user_valves = await Functions.get_user_valves_by_id_and_user_id(pipe_id, user.id) try: - params["__user__"]["valves"] = function_module.UserValves(**user_valves) + params['__user__']['valves'] = function_module.UserValves(**user_valves) except Exception as e: log.exception(e) - params["__user__"]["valves"] = function_module.UserValves() + params['__user__']['valves'] = function_module.UserValves() return params - model_id = form_data.get("model") - model_info = Models.get_model_by_id(model_id) + model_id = form_data.get('model') + model_info = await Models.get_model_by_id(model_id) - metadata = form_data.pop("metadata", {}) + metadata = form_data.pop('metadata', {}) - files = metadata.get("files", []) - tool_ids = metadata.get("tool_ids", []) + files = metadata.get('files', []) + tool_ids = metadata.get('tool_ids', []) # Check if tool_ids is None if tool_ids is None: tool_ids = [] @@ -233,66 +224,56 @@ async def generate_function_chat_completion( __task_body__ = None if metadata: - if all(k in metadata for k in ("session_id", "chat_id", "message_id")): - __event_emitter__ = get_event_emitter(metadata) - __event_call__ = get_event_call(metadata) - __task__ = metadata.get("task", None) - __task_body__ = metadata.get("task_body", None) + if all(k in metadata for k in ('session_id', 'chat_id', 'message_id')): + __event_emitter__ = await get_event_emitter(metadata) + __event_call__ = await get_event_call(metadata) + __task__ = metadata.get('task', None) + __task_body__ = metadata.get('task_body', None) oauth_token = None try: - if request.cookies.get("oauth_session_id", None): + if request.cookies.get('oauth_session_id', None): oauth_token = await request.app.state.oauth_manager.get_oauth_token( user.id, - request.cookies.get("oauth_session_id", None), + request.cookies.get('oauth_session_id', None), ) except Exception as e: - log.error(f"Error getting OAuth token: {e}") + log.error(f'Error getting OAuth token: {e}') extra_params = { - "__event_emitter__": __event_emitter__, - "__event_call__": __event_call__, - "__chat_id__": metadata.get("chat_id", None), - "__session_id__": metadata.get("session_id", None), - "__message_id__": metadata.get("message_id", None), - "__task__": __task__, - "__task_body__": __task_body__, - "__files__": files, - "__user__": user.model_dump() if isinstance(user, UserModel) else {}, - "__metadata__": metadata, - "__oauth_token__": oauth_token, - "__request__": request, + '__event_emitter__': __event_emitter__, + '__event_call__': __event_call__, + '__chat_id__': metadata.get('chat_id', None), + '__session_id__': metadata.get('session_id', None), + '__message_id__': metadata.get('message_id', None), + '__task__': __task__, + '__task_body__': __task_body__, + '__files__': files, + '__user__': user.model_dump() if isinstance(user, UserModel) else {}, + '__metadata__': metadata, + '__oauth_token__': oauth_token, + '__request__': request, } - extra_params["__tools__"] = await get_tools( - request, - tool_ids, - user, - { - **extra_params, - "__model__": models.get(form_data["model"], None), - "__messages__": form_data["messages"], - "__files__": files, - }, - ) + extra_params['__tools__'] = metadata.get('tools', {}) if model_info: if model_info.base_model_id: - form_data["model"] = model_info.base_model_id + form_data['model'] = model_info.base_model_id params = model_info.params.model_dump() if params: - system = params.pop("system", None) + system = params.pop('system', None) form_data = apply_model_params_to_body_openai(params, form_data) form_data = apply_system_prompt_to_body(system, form_data, metadata, user) pipe_id = get_pipe_id(form_data) - function_module = get_function_module_by_id(request, pipe_id) + function_module = await get_function_module_by_id(request, pipe_id) pipe = function_module.pipe - params = get_function_params(function_module, form_data, user, extra_params) + params = await get_function_params(function_module, form_data, user, extra_params) - if form_data.get("stream", False): + if form_data.get('stream', False): async def stream_content(): try: @@ -304,17 +285,17 @@ async def generate_function_chat_completion( yield data return if isinstance(res, dict): - yield f"data: {json.dumps(res)}\n\n" + yield f'data: {json.dumps(res)}\n\n' return except Exception as e: - log.error(f"Error: {e}") - yield f"data: {json.dumps({'error': {'detail':str(e)}})}\n\n" + log.error(f'Error: {e}') + yield f'data: {json.dumps({"error": {"detail": str(e)}})}\n\n' return if isinstance(res, str): - message = openai_chat_chunk_message_template(form_data["model"], res) - yield f"data: {json.dumps(message)}\n\n" + message = openai_chat_chunk_message_template(form_data['model'], res) + yield f'data: {json.dumps(message)}\n\n' if isinstance(res, Iterator): for line in res: @@ -325,21 +306,19 @@ async def generate_function_chat_completion( yield process_line(form_data, line) if isinstance(res, str) or isinstance(res, Generator): - finish_message = openai_chat_chunk_message_template( - form_data["model"], "" - ) - finish_message["choices"][0]["finish_reason"] = "stop" - yield f"data: {json.dumps(finish_message)}\n\n" - yield "data: [DONE]" + finish_message = openai_chat_chunk_message_template(form_data['model'], '') + finish_message['choices'][0]['finish_reason'] = 'stop' + yield f'data: {json.dumps(finish_message)}\n\n' + yield 'data: [DONE]' - return StreamingResponse(stream_content(), media_type="text/event-stream") + return StreamingResponse(stream_content(), media_type='text/event-stream') else: try: res = await execute_pipe(pipe, params) except Exception as e: - log.error(f"Error: {e}") - return {"error": {"detail": str(e)}} + log.error(f'Error: {e}') + return {'error': {'detail': str(e)}} if isinstance(res, StreamingResponse) or isinstance(res, dict): return res @@ -347,4 +326,4 @@ async def generate_function_chat_completion( return res.model_dump() message = await get_message_content(res) - return openai_chat_completion_message_template(form_data["model"], message) + return openai_chat_completion_message_template(form_data['model'], message) diff --git a/backend/open_webui/internal/db.py b/backend/open_webui/internal/db.py index afc2e76621..a9e5e089ab 100644 --- a/backend/open_webui/internal/db.py +++ b/backend/open_webui/internal/db.py @@ -1,7 +1,7 @@ import os import json import logging -from contextlib import contextmanager +from contextlib import asynccontextmanager, contextmanager from typing import Any, Optional from open_webui.internal.wrappers import register_connection @@ -19,6 +19,7 @@ from open_webui.env import ( ) from peewee_migrate import Router from sqlalchemy import Dialect, create_engine, MetaData, event, types +from sqlalchemy.ext.asyncio import create_async_engine, AsyncSession, async_sessionmaker from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.orm import scoped_session, sessionmaker, Session from sqlalchemy.pool import QueuePool, NullPool @@ -56,17 +57,15 @@ def handle_peewee_migration(DATABASE_URL): # db = None try: # Replace the postgresql:// with postgres:// to handle the peewee migration - db = register_connection(DATABASE_URL.replace("postgresql://", "postgres://")) - migrate_dir = OPEN_WEBUI_DIR / "internal" / "migrations" + db = register_connection(DATABASE_URL.replace('postgresql://', 'postgres://')) + migrate_dir = OPEN_WEBUI_DIR / 'internal' / 'migrations' router = Router(db, logger=log, migrate_dir=migrate_dir) router.run() db.close() except Exception as e: - log.error(f"Failed to initialize the database connection: {e}") - log.warning( - "Hint: If your database password contains special characters, you may need to URL-encode it." - ) + log.error(f'Failed to initialize the database connection: {e}') + log.warning('Hint: If your database password contains special characters, you may need to URL-encode it.') raise finally: # Properly closing the database connection @@ -74,7 +73,7 @@ def handle_peewee_migration(DATABASE_URL): db.close() # Assert if db connection has been closed - assert db.is_closed(), "Database connection is still open." + assert db.is_closed(), 'Database connection is still open.' if ENABLE_DB_MIGRATIONS: @@ -83,16 +82,40 @@ if ENABLE_DB_MIGRATIONS: SQLALCHEMY_DATABASE_URL = DATABASE_URL -# Handle SQLCipher URLs -if SQLALCHEMY_DATABASE_URL.startswith("sqlite+sqlcipher://"): - database_password = os.environ.get("DATABASE_PASSWORD") - if not database_password or database_password.strip() == "": + +def _make_async_url(url: str) -> str: + """Convert a sync database URL to its async driver equivalent.""" + if url.startswith('sqlite+sqlcipher://'): + # SQLCipher has no async driver — not supported for async raise ValueError( - "DATABASE_PASSWORD is required when using sqlite+sqlcipher:// URLs" + 'sqlite+sqlcipher:// URLs are not supported with async engine. ' + 'Use standard sqlite:// or postgresql:// instead.' ) + if url.startswith('sqlite:///') or url.startswith('sqlite://'): + return url.replace('sqlite://', 'sqlite+aiosqlite://', 1) + if url.startswith('postgresql+psycopg2://'): + return url.replace('postgresql+psycopg2://', 'postgresql+asyncpg://', 1) + if url.startswith('postgresql://'): + return url.replace('postgresql://', 'postgresql+asyncpg://', 1) + if url.startswith('postgres://'): + return url.replace('postgres://', 'postgresql+asyncpg://', 1) + # For other dialects, return as-is and let SQLAlchemy handle it + return url + + +# ============================================================ +# SYNC ENGINE (used only for: startup migrations, config loading, +# Alembic, peewee migration, health checks) +# ============================================================ + +# Handle SQLCipher URLs +if SQLALCHEMY_DATABASE_URL.startswith('sqlite+sqlcipher://'): + database_password = os.environ.get('DATABASE_PASSWORD') + if not database_password or database_password.strip() == '': + raise ValueError('DATABASE_PASSWORD is required when using sqlite+sqlcipher:// URLs') # Extract database path from SQLCipher URL - db_path = SQLALCHEMY_DATABASE_URL.replace("sqlite+sqlcipher://", "") + db_path = SQLALCHEMY_DATABASE_URL.replace('sqlite+sqlcipher://', '') # Create a custom creator function that uses sqlcipher3 def create_sqlcipher_connection(): @@ -109,7 +132,7 @@ if SQLALCHEMY_DATABASE_URL.startswith("sqlite+sqlcipher://"): # or QueuePool if DATABASE_POOL_SIZE is explicitly configured. if isinstance(DATABASE_POOL_SIZE, int) and DATABASE_POOL_SIZE > 0: engine = create_engine( - "sqlite://", + 'sqlite://', creator=create_sqlcipher_connection, pool_size=DATABASE_POOL_SIZE, max_overflow=DATABASE_POOL_MAX_OVERFLOW, @@ -121,28 +144,26 @@ if SQLALCHEMY_DATABASE_URL.startswith("sqlite+sqlcipher://"): ) else: engine = create_engine( - "sqlite://", + 'sqlite://', creator=create_sqlcipher_connection, poolclass=NullPool, echo=False, ) - log.info("Connected to encrypted SQLite database using SQLCipher") + log.info('Connected to encrypted SQLite database using SQLCipher') -elif "sqlite" in SQLALCHEMY_DATABASE_URL: - engine = create_engine( - SQLALCHEMY_DATABASE_URL, connect_args={"check_same_thread": False} - ) +elif 'sqlite' in SQLALCHEMY_DATABASE_URL: + engine = create_engine(SQLALCHEMY_DATABASE_URL, connect_args={'check_same_thread': False}) def on_connect(dbapi_connection, connection_record): cursor = dbapi_connection.cursor() if DATABASE_ENABLE_SQLITE_WAL: - cursor.execute("PRAGMA journal_mode=WAL") + cursor.execute('PRAGMA journal_mode=WAL') else: - cursor.execute("PRAGMA journal_mode=DELETE") + cursor.execute('PRAGMA journal_mode=DELETE') cursor.close() - event.listen(engine, "connect", on_connect) + event.listen(engine, 'connect', on_connect) else: if isinstance(DATABASE_POOL_SIZE, int): if DATABASE_POOL_SIZE > 0: @@ -156,22 +177,20 @@ else: poolclass=QueuePool, ) else: - engine = create_engine( - SQLALCHEMY_DATABASE_URL, pool_pre_ping=True, poolclass=NullPool - ) + engine = create_engine(SQLALCHEMY_DATABASE_URL, pool_pre_ping=True, poolclass=NullPool) else: engine = create_engine(SQLALCHEMY_DATABASE_URL, pool_pre_ping=True) -SessionLocal = sessionmaker( - autocommit=False, autoflush=False, bind=engine, expire_on_commit=False -) +# Sync session — used ONLY for startup config loading (config.py runs at import time) +SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine, expire_on_commit=False) metadata_obj = MetaData(schema=DATABASE_SCHEMA) Base = declarative_base(metadata=metadata_obj) ScopedSession = scoped_session(SessionLocal) def get_session(): + """Sync session generator — used ONLY for startup/config operations.""" db = SessionLocal() try: yield db @@ -182,10 +201,82 @@ def get_session(): get_db = contextmanager(get_session) -@contextmanager -def get_db_context(db: Optional[Session] = None): - if isinstance(db, Session) and DATABASE_ENABLE_SESSION_SHARING: +# ============================================================ +# ASYNC ENGINE (used for ALL runtime database operations) +# ============================================================ + +ASYNC_SQLALCHEMY_DATABASE_URL = _make_async_url(SQLALCHEMY_DATABASE_URL) + +if 'sqlite' in ASYNC_SQLALCHEMY_DATABASE_URL: + async_engine = create_async_engine( + ASYNC_SQLALCHEMY_DATABASE_URL, + connect_args={'check_same_thread': False}, + ) + + if DATABASE_ENABLE_SQLITE_WAL: + @event.listens_for(async_engine.sync_engine, 'connect') + def _set_sqlite_wal(dbapi_connection, connection_record): + cursor = dbapi_connection.cursor() + cursor.execute('PRAGMA journal_mode=WAL') + cursor.close() +else: + if isinstance(DATABASE_POOL_SIZE, int): + if DATABASE_POOL_SIZE > 0: + async_engine = create_async_engine( + ASYNC_SQLALCHEMY_DATABASE_URL, + pool_size=DATABASE_POOL_SIZE, + max_overflow=DATABASE_POOL_MAX_OVERFLOW, + pool_timeout=DATABASE_POOL_TIMEOUT, + pool_recycle=DATABASE_POOL_RECYCLE, + pool_pre_ping=True, + poolclass=QueuePool, + ) + else: + async_engine = create_async_engine( + ASYNC_SQLALCHEMY_DATABASE_URL, + pool_pre_ping=True, + poolclass=NullPool, + ) + else: + async_engine = create_async_engine( + ASYNC_SQLALCHEMY_DATABASE_URL, + pool_pre_ping=True, + ) + + +AsyncSessionLocal = async_sessionmaker( + bind=async_engine, + class_=AsyncSession, + autocommit=False, + autoflush=False, + expire_on_commit=False, +) + + +async def get_async_session(): + """Async session generator for FastAPI Depends().""" + async with AsyncSessionLocal() as db: + try: + yield db + finally: + await db.close() + + +@asynccontextmanager +async def get_async_db(): + """Async context manager for use outside of FastAPI dependency injection.""" + async with AsyncSessionLocal() as db: + try: + yield db + finally: + await db.close() + + +@asynccontextmanager +async def get_async_db_context(db: Optional[AsyncSession] = None): + """Async context manager that reuses an existing session if provided and session sharing is enabled.""" + if isinstance(db, AsyncSession) and DATABASE_ENABLE_SESSION_SHARING: yield db else: - with get_db() as session: + async with get_async_db() as session: yield session diff --git a/backend/open_webui/internal/migrations/001_initial_schema.py b/backend/open_webui/internal/migrations/001_initial_schema.py index 0df2249b21..4268201ae7 100644 --- a/backend/open_webui/internal/migrations/001_initial_schema.py +++ b/backend/open_webui/internal/migrations/001_initial_schema.py @@ -56,7 +56,7 @@ def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): active = pw.BooleanField() class Meta: - table_name = "auth" + table_name = 'auth' @migrator.create_model class Chat(pw.Model): @@ -67,7 +67,7 @@ def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "chat" + table_name = 'chat' @migrator.create_model class ChatIdTag(pw.Model): @@ -78,7 +78,7 @@ def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "chatidtag" + table_name = 'chatidtag' @migrator.create_model class Document(pw.Model): @@ -92,7 +92,7 @@ def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "document" + table_name = 'document' @migrator.create_model class Modelfile(pw.Model): @@ -103,7 +103,7 @@ def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "modelfile" + table_name = 'modelfile' @migrator.create_model class Prompt(pw.Model): @@ -115,7 +115,7 @@ def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "prompt" + table_name = 'prompt' @migrator.create_model class Tag(pw.Model): @@ -125,7 +125,7 @@ def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): data = pw.TextField(null=True) class Meta: - table_name = "tag" + table_name = 'tag' @migrator.create_model class User(pw.Model): @@ -137,7 +137,7 @@ def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "user" + table_name = 'user' def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): @@ -149,7 +149,7 @@ def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): active = pw.BooleanField() class Meta: - table_name = "auth" + table_name = 'auth' @migrator.create_model class Chat(pw.Model): @@ -160,7 +160,7 @@ def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "chat" + table_name = 'chat' @migrator.create_model class ChatIdTag(pw.Model): @@ -171,7 +171,7 @@ def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "chatidtag" + table_name = 'chatidtag' @migrator.create_model class Document(pw.Model): @@ -185,7 +185,7 @@ def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "document" + table_name = 'document' @migrator.create_model class Modelfile(pw.Model): @@ -196,7 +196,7 @@ def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "modelfile" + table_name = 'modelfile' @migrator.create_model class Prompt(pw.Model): @@ -208,7 +208,7 @@ def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "prompt" + table_name = 'prompt' @migrator.create_model class Tag(pw.Model): @@ -218,7 +218,7 @@ def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): data = pw.TextField(null=True) class Meta: - table_name = "tag" + table_name = 'tag' @migrator.create_model class User(pw.Model): @@ -230,24 +230,24 @@ def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): timestamp = pw.BigIntegerField() class Meta: - table_name = "user" + table_name = 'user' def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_model("user") + migrator.remove_model('user') - migrator.remove_model("tag") + migrator.remove_model('tag') - migrator.remove_model("prompt") + migrator.remove_model('prompt') - migrator.remove_model("modelfile") + migrator.remove_model('modelfile') - migrator.remove_model("document") + migrator.remove_model('document') - migrator.remove_model("chatidtag") + migrator.remove_model('chatidtag') - migrator.remove_model("chat") + migrator.remove_model('chat') - migrator.remove_model("auth") + migrator.remove_model('auth') diff --git a/backend/open_webui/internal/migrations/002_add_local_sharing.py b/backend/open_webui/internal/migrations/002_add_local_sharing.py index a01862d103..e3e557602b 100644 --- a/backend/open_webui/internal/migrations/002_add_local_sharing.py +++ b/backend/open_webui/internal/migrations/002_add_local_sharing.py @@ -36,12 +36,10 @@ with suppress(ImportError): def migrate(migrator: Migrator, database: pw.Database, *, fake=False): """Write your migrations here.""" - migrator.add_fields( - "chat", share_id=pw.CharField(max_length=255, null=True, unique=True) - ) + migrator.add_fields('chat', share_id=pw.CharField(max_length=255, null=True, unique=True)) def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_fields("chat", "share_id") + migrator.remove_fields('chat', 'share_id') diff --git a/backend/open_webui/internal/migrations/003_add_auth_api_key.py b/backend/open_webui/internal/migrations/003_add_auth_api_key.py index 23cba26383..acb63fc728 100644 --- a/backend/open_webui/internal/migrations/003_add_auth_api_key.py +++ b/backend/open_webui/internal/migrations/003_add_auth_api_key.py @@ -36,12 +36,10 @@ with suppress(ImportError): def migrate(migrator: Migrator, database: pw.Database, *, fake=False): """Write your migrations here.""" - migrator.add_fields( - "user", api_key=pw.CharField(max_length=255, null=True, unique=True) - ) + migrator.add_fields('user', api_key=pw.CharField(max_length=255, null=True, unique=True)) def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_fields("user", "api_key") + migrator.remove_fields('user', 'api_key') diff --git a/backend/open_webui/internal/migrations/004_add_archived.py b/backend/open_webui/internal/migrations/004_add_archived.py index 11108a3e0b..abed1727b9 100644 --- a/backend/open_webui/internal/migrations/004_add_archived.py +++ b/backend/open_webui/internal/migrations/004_add_archived.py @@ -36,10 +36,10 @@ with suppress(ImportError): def migrate(migrator: Migrator, database: pw.Database, *, fake=False): """Write your migrations here.""" - migrator.add_fields("chat", archived=pw.BooleanField(default=False)) + migrator.add_fields('chat', archived=pw.BooleanField(default=False)) def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_fields("chat", "archived") + migrator.remove_fields('chat', 'archived') diff --git a/backend/open_webui/internal/migrations/005_add_updated_at.py b/backend/open_webui/internal/migrations/005_add_updated_at.py index f7fc69a5db..bff311e2d4 100644 --- a/backend/open_webui/internal/migrations/005_add_updated_at.py +++ b/backend/open_webui/internal/migrations/005_add_updated_at.py @@ -45,22 +45,20 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): # Adding fields created_at and updated_at to the 'chat' table migrator.add_fields( - "chat", + 'chat', created_at=pw.DateTimeField(null=True), # Allow null for transition updated_at=pw.DateTimeField(null=True), # Allow null for transition ) # Populate the new fields from an existing 'timestamp' field - migrator.sql( - "UPDATE chat SET created_at = timestamp, updated_at = timestamp WHERE timestamp IS NOT NULL" - ) + migrator.sql('UPDATE chat SET created_at = timestamp, updated_at = timestamp WHERE timestamp IS NOT NULL') # Now that the data has been copied, remove the original 'timestamp' field - migrator.remove_fields("chat", "timestamp") + migrator.remove_fields('chat', 'timestamp') # Update the fields to be not null now that they are populated migrator.change_fields( - "chat", + 'chat', created_at=pw.DateTimeField(null=False), updated_at=pw.DateTimeField(null=False), ) @@ -69,22 +67,20 @@ def migrate_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): def migrate_external(migrator: Migrator, database: pw.Database, *, fake=False): # Adding fields created_at and updated_at to the 'chat' table migrator.add_fields( - "chat", + 'chat', created_at=pw.BigIntegerField(null=True), # Allow null for transition updated_at=pw.BigIntegerField(null=True), # Allow null for transition ) # Populate the new fields from an existing 'timestamp' field - migrator.sql( - "UPDATE chat SET created_at = timestamp, updated_at = timestamp WHERE timestamp IS NOT NULL" - ) + migrator.sql('UPDATE chat SET created_at = timestamp, updated_at = timestamp WHERE timestamp IS NOT NULL') # Now that the data has been copied, remove the original 'timestamp' field - migrator.remove_fields("chat", "timestamp") + migrator.remove_fields('chat', 'timestamp') # Update the fields to be not null now that they are populated migrator.change_fields( - "chat", + 'chat', created_at=pw.BigIntegerField(null=False), updated_at=pw.BigIntegerField(null=False), ) @@ -101,29 +97,29 @@ def rollback(migrator: Migrator, database: pw.Database, *, fake=False): def rollback_sqlite(migrator: Migrator, database: pw.Database, *, fake=False): # Recreate the timestamp field initially allowing null values for safe transition - migrator.add_fields("chat", timestamp=pw.DateTimeField(null=True)) + migrator.add_fields('chat', timestamp=pw.DateTimeField(null=True)) # Copy the earliest created_at date back into the new timestamp field # This assumes created_at was originally a copy of timestamp - migrator.sql("UPDATE chat SET timestamp = created_at") + migrator.sql('UPDATE chat SET timestamp = created_at') # Remove the created_at and updated_at fields - migrator.remove_fields("chat", "created_at", "updated_at") + migrator.remove_fields('chat', 'created_at', 'updated_at') # Finally, alter the timestamp field to not allow nulls if that was the original setting - migrator.change_fields("chat", timestamp=pw.DateTimeField(null=False)) + migrator.change_fields('chat', timestamp=pw.DateTimeField(null=False)) def rollback_external(migrator: Migrator, database: pw.Database, *, fake=False): # Recreate the timestamp field initially allowing null values for safe transition - migrator.add_fields("chat", timestamp=pw.BigIntegerField(null=True)) + migrator.add_fields('chat', timestamp=pw.BigIntegerField(null=True)) # Copy the earliest created_at date back into the new timestamp field # This assumes created_at was originally a copy of timestamp - migrator.sql("UPDATE chat SET timestamp = created_at") + migrator.sql('UPDATE chat SET timestamp = created_at') # Remove the created_at and updated_at fields - migrator.remove_fields("chat", "created_at", "updated_at") + migrator.remove_fields('chat', 'created_at', 'updated_at') # Finally, alter the timestamp field to not allow nulls if that was the original setting - migrator.change_fields("chat", timestamp=pw.BigIntegerField(null=False)) + migrator.change_fields('chat', timestamp=pw.BigIntegerField(null=False)) diff --git a/backend/open_webui/internal/migrations/006_migrate_timestamps_and_charfields.py b/backend/open_webui/internal/migrations/006_migrate_timestamps_and_charfields.py index abe7016c57..86f90eb880 100644 --- a/backend/open_webui/internal/migrations/006_migrate_timestamps_and_charfields.py +++ b/backend/open_webui/internal/migrations/006_migrate_timestamps_and_charfields.py @@ -38,45 +38,45 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): # Alter the tables with timestamps migrator.change_fields( - "chatidtag", + 'chatidtag', timestamp=pw.BigIntegerField(), ) migrator.change_fields( - "document", + 'document', timestamp=pw.BigIntegerField(), ) migrator.change_fields( - "modelfile", + 'modelfile', timestamp=pw.BigIntegerField(), ) migrator.change_fields( - "prompt", + 'prompt', timestamp=pw.BigIntegerField(), ) migrator.change_fields( - "user", + 'user', timestamp=pw.BigIntegerField(), ) # Alter the tables with varchar to text where necessary migrator.change_fields( - "auth", + 'auth', password=pw.TextField(), ) migrator.change_fields( - "chat", + 'chat', title=pw.TextField(), ) migrator.change_fields( - "document", + 'document', title=pw.TextField(), filename=pw.TextField(), ) migrator.change_fields( - "prompt", + 'prompt', title=pw.TextField(), ) migrator.change_fields( - "user", + 'user', profile_image_url=pw.TextField(), ) @@ -87,43 +87,43 @@ def rollback(migrator: Migrator, database: pw.Database, *, fake=False): if isinstance(database, pw.SqliteDatabase): # Alter the tables with timestamps migrator.change_fields( - "chatidtag", + 'chatidtag', timestamp=pw.DateField(), ) migrator.change_fields( - "document", + 'document', timestamp=pw.DateField(), ) migrator.change_fields( - "modelfile", + 'modelfile', timestamp=pw.DateField(), ) migrator.change_fields( - "prompt", + 'prompt', timestamp=pw.DateField(), ) migrator.change_fields( - "user", + 'user', timestamp=pw.DateField(), ) migrator.change_fields( - "auth", + 'auth', password=pw.CharField(max_length=255), ) migrator.change_fields( - "chat", + 'chat', title=pw.CharField(), ) migrator.change_fields( - "document", + 'document', title=pw.CharField(), filename=pw.CharField(), ) migrator.change_fields( - "prompt", + 'prompt', title=pw.CharField(), ) migrator.change_fields( - "user", + 'user', profile_image_url=pw.CharField(), ) diff --git a/backend/open_webui/internal/migrations/007_add_user_last_active_at.py b/backend/open_webui/internal/migrations/007_add_user_last_active_at.py index 3f89a5f59f..19a26c3515 100644 --- a/backend/open_webui/internal/migrations/007_add_user_last_active_at.py +++ b/backend/open_webui/internal/migrations/007_add_user_last_active_at.py @@ -38,7 +38,7 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): # Adding fields created_at and updated_at to the 'user' table migrator.add_fields( - "user", + 'user', created_at=pw.BigIntegerField(null=True), # Allow null for transition updated_at=pw.BigIntegerField(null=True), # Allow null for transition last_active_at=pw.BigIntegerField(null=True), # Allow null for transition @@ -50,11 +50,11 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): ) # Now that the data has been copied, remove the original 'timestamp' field - migrator.remove_fields("user", "timestamp") + migrator.remove_fields('user', 'timestamp') # Update the fields to be not null now that they are populated migrator.change_fields( - "user", + 'user', created_at=pw.BigIntegerField(null=False), updated_at=pw.BigIntegerField(null=False), last_active_at=pw.BigIntegerField(null=False), @@ -65,14 +65,14 @@ def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" # Recreate the timestamp field initially allowing null values for safe transition - migrator.add_fields("user", timestamp=pw.BigIntegerField(null=True)) + migrator.add_fields('user', timestamp=pw.BigIntegerField(null=True)) # Copy the earliest created_at date back into the new timestamp field # This assumes created_at was originally a copy of timestamp migrator.sql('UPDATE "user" SET timestamp = created_at') # Remove the created_at and updated_at fields - migrator.remove_fields("user", "created_at", "updated_at", "last_active_at") + migrator.remove_fields('user', 'created_at', 'updated_at', 'last_active_at') # Finally, alter the timestamp field to not allow nulls if that was the original setting - migrator.change_fields("user", timestamp=pw.BigIntegerField(null=False)) + migrator.change_fields('user', timestamp=pw.BigIntegerField(null=False)) diff --git a/backend/open_webui/internal/migrations/008_add_memory.py b/backend/open_webui/internal/migrations/008_add_memory.py index 96be907eba..f3af64fe95 100644 --- a/backend/open_webui/internal/migrations/008_add_memory.py +++ b/backend/open_webui/internal/migrations/008_add_memory.py @@ -43,10 +43,10 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): created_at = pw.BigIntegerField(null=False) class Meta: - table_name = "memory" + table_name = 'memory' def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_model("memory") + migrator.remove_model('memory') diff --git a/backend/open_webui/internal/migrations/009_add_models.py b/backend/open_webui/internal/migrations/009_add_models.py index 0a8d73bd3b..45f4a3d163 100644 --- a/backend/open_webui/internal/migrations/009_add_models.py +++ b/backend/open_webui/internal/migrations/009_add_models.py @@ -51,10 +51,10 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): updated_at = pw.BigIntegerField(null=False) class Meta: - table_name = "model" + table_name = 'model' def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_model("model") + migrator.remove_model('model') diff --git a/backend/open_webui/internal/migrations/010_migrate_modelfiles_to_models.py b/backend/open_webui/internal/migrations/010_migrate_modelfiles_to_models.py index 322ddd44ec..e523d6a098 100644 --- a/backend/open_webui/internal/migrations/010_migrate_modelfiles_to_models.py +++ b/backend/open_webui/internal/migrations/010_migrate_modelfiles_to_models.py @@ -42,12 +42,12 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): # Fetch data from 'modelfile' table and insert into 'model' table migrate_modelfile_to_model(migrator, database) # Drop the 'modelfile' table - migrator.remove_model("modelfile") + migrator.remove_model('modelfile') def migrate_modelfile_to_model(migrator: Migrator, database: pw.Database): - ModelFile = migrator.orm["modelfile"] - Model = migrator.orm["model"] + ModelFile = migrator.orm['modelfile'] + Model = migrator.orm['model'] modelfiles = ModelFile.select() @@ -57,25 +57,25 @@ def migrate_modelfile_to_model(migrator: Migrator, database: pw.Database): modelfile.modelfile = json.loads(modelfile.modelfile) meta = json.dumps( { - "description": modelfile.modelfile.get("desc"), - "profile_image_url": modelfile.modelfile.get("imageUrl"), - "ollama": {"modelfile": modelfile.modelfile.get("content")}, - "suggestion_prompts": modelfile.modelfile.get("suggestionPrompts"), - "categories": modelfile.modelfile.get("categories"), - "user": {**modelfile.modelfile.get("user", {}), "community": True}, + 'description': modelfile.modelfile.get('desc'), + 'profile_image_url': modelfile.modelfile.get('imageUrl'), + 'ollama': {'modelfile': modelfile.modelfile.get('content')}, + 'suggestion_prompts': modelfile.modelfile.get('suggestionPrompts'), + 'categories': modelfile.modelfile.get('categories'), + 'user': {**modelfile.modelfile.get('user', {}), 'community': True}, } ) - info = parse_ollama_modelfile(modelfile.modelfile.get("content")) + info = parse_ollama_modelfile(modelfile.modelfile.get('content')) # Insert the processed data into the 'model' table Model.create( - id=f"ollama-{modelfile.tag_name}", + id=f'ollama-{modelfile.tag_name}', user_id=modelfile.user_id, - base_model_id=info.get("base_model_id"), - name=modelfile.modelfile.get("title"), + base_model_id=info.get('base_model_id'), + name=modelfile.modelfile.get('title'), meta=meta, - params=json.dumps(info.get("params", {})), + params=json.dumps(info.get('params', {})), created_at=modelfile.timestamp, updated_at=modelfile.timestamp, ) @@ -86,7 +86,7 @@ def rollback(migrator: Migrator, database: pw.Database, *, fake=False): recreate_modelfile_table(migrator, database) move_data_back_to_modelfile(migrator, database) - migrator.remove_model("model") + migrator.remove_model('model') def recreate_modelfile_table(migrator: Migrator, database: pw.Database): @@ -102,8 +102,8 @@ def recreate_modelfile_table(migrator: Migrator, database: pw.Database): def move_data_back_to_modelfile(migrator: Migrator, database: pw.Database): - Model = migrator.orm["model"] - Modelfile = migrator.orm["modelfile"] + Model = migrator.orm['model'] + Modelfile = migrator.orm['modelfile'] models = Model.select() @@ -112,13 +112,13 @@ def move_data_back_to_modelfile(migrator: Migrator, database: pw.Database): meta = json.loads(model.meta) modelfile_data = { - "title": model.name, - "desc": meta.get("description"), - "imageUrl": meta.get("profile_image_url"), - "content": meta.get("ollama", {}).get("modelfile"), - "suggestionPrompts": meta.get("suggestion_prompts"), - "categories": meta.get("categories"), - "user": {k: v for k, v in meta.get("user", {}).items() if k != "community"}, + 'title': model.name, + 'desc': meta.get('description'), + 'imageUrl': meta.get('profile_image_url'), + 'content': meta.get('ollama', {}).get('modelfile'), + 'suggestionPrompts': meta.get('suggestion_prompts'), + 'categories': meta.get('categories'), + 'user': {k: v for k, v in meta.get('user', {}).items() if k != 'community'}, } # Insert the processed data back into the 'modelfile' table diff --git a/backend/open_webui/internal/migrations/011_add_user_settings.py b/backend/open_webui/internal/migrations/011_add_user_settings.py index c3b9ab6edc..73d27392f7 100644 --- a/backend/open_webui/internal/migrations/011_add_user_settings.py +++ b/backend/open_webui/internal/migrations/011_add_user_settings.py @@ -37,11 +37,11 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): """Write your migrations here.""" # Adding fields settings to the 'user' table - migrator.add_fields("user", settings=pw.TextField(null=True)) + migrator.add_fields('user', settings=pw.TextField(null=True)) def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" # Remove the settings field - migrator.remove_fields("user", "settings") + migrator.remove_fields('user', 'settings') diff --git a/backend/open_webui/internal/migrations/012_add_tools.py b/backend/open_webui/internal/migrations/012_add_tools.py index ac3cd8bfec..a488678c3c 100644 --- a/backend/open_webui/internal/migrations/012_add_tools.py +++ b/backend/open_webui/internal/migrations/012_add_tools.py @@ -51,10 +51,10 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): updated_at = pw.BigIntegerField(null=False) class Meta: - table_name = "tool" + table_name = 'tool' def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_model("tool") + migrator.remove_model('tool') diff --git a/backend/open_webui/internal/migrations/013_add_user_info.py b/backend/open_webui/internal/migrations/013_add_user_info.py index 6fafa951f0..db77cfff3a 100644 --- a/backend/open_webui/internal/migrations/013_add_user_info.py +++ b/backend/open_webui/internal/migrations/013_add_user_info.py @@ -37,11 +37,11 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): """Write your migrations here.""" # Adding fields info to the 'user' table - migrator.add_fields("user", info=pw.TextField(null=True)) + migrator.add_fields('user', info=pw.TextField(null=True)) def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" # Remove the settings field - migrator.remove_fields("user", "info") + migrator.remove_fields('user', 'info') diff --git a/backend/open_webui/internal/migrations/014_add_files.py b/backend/open_webui/internal/migrations/014_add_files.py index 655b00d238..9c01ac08c3 100644 --- a/backend/open_webui/internal/migrations/014_add_files.py +++ b/backend/open_webui/internal/migrations/014_add_files.py @@ -45,10 +45,10 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): created_at = pw.BigIntegerField(null=False) class Meta: - table_name = "file" + table_name = 'file' def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_model("file") + migrator.remove_model('file') diff --git a/backend/open_webui/internal/migrations/015_add_functions.py b/backend/open_webui/internal/migrations/015_add_functions.py index 84d2843839..488e546ab1 100644 --- a/backend/open_webui/internal/migrations/015_add_functions.py +++ b/backend/open_webui/internal/migrations/015_add_functions.py @@ -51,10 +51,10 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): updated_at = pw.BigIntegerField(null=False) class Meta: - table_name = "function" + table_name = 'function' def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_model("function") + migrator.remove_model('function') diff --git a/backend/open_webui/internal/migrations/016_add_valves_and_is_active.py b/backend/open_webui/internal/migrations/016_add_valves_and_is_active.py index fadf964e46..57a2dfbd5b 100644 --- a/backend/open_webui/internal/migrations/016_add_valves_and_is_active.py +++ b/backend/open_webui/internal/migrations/016_add_valves_and_is_active.py @@ -36,14 +36,14 @@ with suppress(ImportError): def migrate(migrator: Migrator, database: pw.Database, *, fake=False): """Write your migrations here.""" - migrator.add_fields("tool", valves=pw.TextField(null=True)) - migrator.add_fields("function", valves=pw.TextField(null=True)) - migrator.add_fields("function", is_active=pw.BooleanField(default=False)) + migrator.add_fields('tool', valves=pw.TextField(null=True)) + migrator.add_fields('function', valves=pw.TextField(null=True)) + migrator.add_fields('function', is_active=pw.BooleanField(default=False)) def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_fields("tool", "valves") - migrator.remove_fields("function", "valves") - migrator.remove_fields("function", "is_active") + migrator.remove_fields('tool', 'valves') + migrator.remove_fields('function', 'valves') + migrator.remove_fields('function', 'is_active') diff --git a/backend/open_webui/internal/migrations/017_add_user_oauth_sub.py b/backend/open_webui/internal/migrations/017_add_user_oauth_sub.py index 67a36b4889..f998c742d1 100644 --- a/backend/open_webui/internal/migrations/017_add_user_oauth_sub.py +++ b/backend/open_webui/internal/migrations/017_add_user_oauth_sub.py @@ -33,7 +33,7 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): """Write your migrations here.""" migrator.add_fields( - "user", + 'user', oauth_sub=pw.TextField(null=True, unique=True), ) @@ -41,4 +41,4 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_fields("user", "oauth_sub") + migrator.remove_fields('user', 'oauth_sub') diff --git a/backend/open_webui/internal/migrations/018_add_function_is_global.py b/backend/open_webui/internal/migrations/018_add_function_is_global.py index 1e932ed710..7f7cd4f725 100644 --- a/backend/open_webui/internal/migrations/018_add_function_is_global.py +++ b/backend/open_webui/internal/migrations/018_add_function_is_global.py @@ -37,7 +37,7 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): """Write your migrations here.""" migrator.add_fields( - "function", + 'function', is_global=pw.BooleanField(default=False), ) @@ -45,4 +45,4 @@ def migrate(migrator: Migrator, database: pw.Database, *, fake=False): def rollback(migrator: Migrator, database: pw.Database, *, fake=False): """Write your rollback migrations here.""" - migrator.remove_fields("function", "is_global") + migrator.remove_fields('function', 'is_global') diff --git a/backend/open_webui/internal/wrappers.py b/backend/open_webui/internal/wrappers.py index 80b1aab8ff..3d54d02e3a 100644 --- a/backend/open_webui/internal/wrappers.py +++ b/backend/open_webui/internal/wrappers.py @@ -10,13 +10,13 @@ from playhouse.shortcuts import ReconnectMixin log = logging.getLogger(__name__) -db_state_default = {"closed": None, "conn": None, "ctx": None, "transactions": None} -db_state = ContextVar("db_state", default=db_state_default.copy()) +db_state_default = {'closed': None, 'conn': None, 'ctx': None, 'transactions': None} +db_state = ContextVar('db_state', default=db_state_default.copy()) class PeeweeConnectionState(object): def __init__(self, **kwargs): - super().__setattr__("_state", db_state) + super().__setattr__('_state', db_state) super().__init__(**kwargs) def __setattr__(self, name, value): @@ -30,10 +30,10 @@ class PeeweeConnectionState(object): class CustomReconnectMixin(ReconnectMixin): reconnect_errors = ( # psycopg2 - (OperationalError, "termin"), - (InterfaceError, "closed"), + (OperationalError, 'termin'), + (InterfaceError, 'closed'), # peewee - (PeeWeeInterfaceError, "closed"), + (PeeWeeInterfaceError, 'closed'), ) @@ -43,23 +43,21 @@ class ReconnectingPostgresqlDatabase(CustomReconnectMixin, PostgresqlDatabase): def register_connection(db_url): # Check if using SQLCipher protocol - if db_url.startswith("sqlite+sqlcipher://"): - database_password = os.environ.get("DATABASE_PASSWORD") - if not database_password or database_password.strip() == "": - raise ValueError( - "DATABASE_PASSWORD is required when using sqlite+sqlcipher:// URLs" - ) + if db_url.startswith('sqlite+sqlcipher://'): + database_password = os.environ.get('DATABASE_PASSWORD') + if not database_password or database_password.strip() == '': + raise ValueError('DATABASE_PASSWORD is required when using sqlite+sqlcipher:// URLs') from playhouse.sqlcipher_ext import SqlCipherDatabase # Parse the database path from SQLCipher URL # Convert sqlite+sqlcipher:///path/to/db.sqlite to /path/to/db.sqlite - db_path = db_url.replace("sqlite+sqlcipher://", "") + db_path = db_url.replace('sqlite+sqlcipher://', '') # Use Peewee's native SqlCipherDatabase with encryption db = SqlCipherDatabase(db_path, passphrase=database_password) db.autoconnect = True db.reuse_if_open = True - log.info("Connected to encrypted SQLite database using SQLCipher") + log.info('Connected to encrypted SQLite database using SQLCipher') else: # Standard database connection (existing logic) @@ -68,7 +66,7 @@ def register_connection(db_url): # Enable autoconnect for SQLite databases, managed by Peewee db.autoconnect = True db.reuse_if_open = True - log.info("Connected to PostgreSQL database") + log.info('Connected to PostgreSQL database') # Get the connection details connection = parse(db_url, unquote_user=True, unquote_password=True) @@ -80,7 +78,7 @@ def register_connection(db_url): # Enable autoconnect for SQLite databases, managed by Peewee db.autoconnect = True db.reuse_if_open = True - log.info("Connected to SQLite database") + log.info('Connected to SQLite database') else: - raise ValueError("Unsupported database connection") + raise ValueError('Unsupported database connection') return db diff --git a/backend/open_webui/main.py b/backend/open_webui/main.py index 4c27e811cb..d959351d4c 100644 --- a/backend/open_webui/main.py +++ b/backend/open_webui/main.py @@ -97,6 +97,7 @@ from open_webui.routers import ( utils, scim, terminals, + automations, ) from open_webui.routers.retrieval import ( @@ -107,8 +108,8 @@ from open_webui.routers.retrieval import ( ) -from sqlalchemy.orm import Session -from open_webui.internal.db import ScopedSession, engine, get_session +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import ScopedSession, engine, get_async_session from open_webui.models.functions import Functions from open_webui.models.models import Models @@ -211,6 +212,8 @@ from open_webui.config import ( AUDIO_TTS_AZURE_SPEECH_REGION, AUDIO_TTS_AZURE_SPEECH_BASE_URL, AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT, + AUDIO_TTS_MISTRAL_API_KEY, + AUDIO_TTS_MISTRAL_API_BASE_URL, PLAYWRIGHT_WS_URL, PLAYWRIGHT_TIMEOUT, FIRECRAWL_API_BASE_URL, @@ -305,6 +308,7 @@ from open_webui.config import ( BYPASS_WEB_SEARCH_WEB_LOADER, WEB_SEARCH_RESULT_COUNT, WEB_SEARCH_CONCURRENT_REQUESTS, + WEB_FETCH_MAX_CONTENT_LENGTH, WEB_SEARCH_TRUST_ENV, WEB_SEARCH_DOMAIN_FILTER_LIST, OLLAMA_CLOUD_WEB_SEARCH_API_KEY, @@ -379,6 +383,8 @@ from open_webui.config import ( API_KEYS_ALLOWED_ENDPOINTS, ENABLE_FOLDERS, FOLDER_MAX_FILE_COUNT, + AUTOMATION_MAX_COUNT, + AUTOMATION_MIN_INTERVAL, ENABLE_CHANNELS, ENABLE_NOTES, ENABLE_USER_STATUS, @@ -402,6 +408,7 @@ from open_webui.config import ( EVALUATION_ARENA_MODELS, # WebUI (OAuth) ENABLE_OAUTH_ROLE_MANAGEMENT, + OAUTH_SUB_CLAIM, OAUTH_ROLES_CLAIM, OAUTH_EMAIL_CLAIM, OAUTH_PICTURE_CLAIM, @@ -467,6 +474,7 @@ from open_webui.env import ( ENABLE_CUSTOM_MODEL_FALLBACK, LICENSE_KEY, AUDIT_EXCLUDED_PATHS, + AUDIT_INCLUDED_PATHS, AUDIT_LOG_LEVEL, CHANGELOG, REDIS_URL, @@ -507,6 +515,8 @@ from open_webui.env import ( WEBUI_ADMIN_NAME, ENABLE_EASTER_EGGS, LOG_FORMAT, + # OAuth Back-Channel Logout + ENABLE_OAUTH_BACKCHANNEL_LOGOUT, ) @@ -540,6 +550,7 @@ from open_webui.utils.auth import ( from open_webui.utils.plugin import install_tool_and_function_dependencies from open_webui.utils.oauth import ( get_oauth_client_info_with_dynamic_client_registration, + get_oauth_client_info_with_static_credentials, encrypt_data, decrypt_data, OAuthManager, @@ -563,8 +574,8 @@ from open_webui.utils.redis import get_sentinels_from_env from open_webui.constants import ERROR_MESSAGES if SAFE_MODE: - print("SAFE MODE ENABLED") - Functions.deactivate_all_functions() + print('SAFE MODE ENABLED') + # Functions.deactivate_all_functions() is awaited in lifespan below logging.basicConfig(stream=sys.stdout, level=GLOBAL_LOG_LEVEL) log = logging.getLogger(__name__) @@ -576,16 +587,16 @@ class SPAStaticFiles(StaticFiles): return await super().get_response(path, scope) except (HTTPException, StarletteHTTPException) as ex: if ex.status_code == 404: - if path.endswith(".js"): + if path.endswith('.js'): # Return 404 for javascript files raise ex else: - return await super().get_response("index.html", scope) + return await super().get_response('index.html', scope) else: raise ex -if LOG_FORMAT != "json": +if LOG_FORMAT != 'json': print(rf""" ██████╗ ██████╗ ███████╗███╗ ██╗ ██╗ ██╗███████╗██████╗ ██╗ ██╗██╗ ██╔═══██╗██╔══██╗██╔════╝████╗ ██║ ██║ ██║██╔════╝██╔══██╗██║ ██║██║ @@ -596,7 +607,7 @@ if LOG_FORMAT != "json": v{VERSION} - building the best AI user interface. -{f"Commit: {WEBUI_BUILD_HASH}" if WEBUI_BUILD_HASH != "dev-build" else ""} +{f'Commit: {WEBUI_BUILD_HASH}' if WEBUI_BUILD_HASH != 'dev-build' else ''} https://github.com/open-webui/open-webui """) @@ -618,28 +629,27 @@ async def lifespan(app: FastAPI): # Create admin account from env vars if specified and no users exist if WEBUI_ADMIN_EMAIL and WEBUI_ADMIN_PASSWORD: - if create_admin_user(WEBUI_ADMIN_EMAIL, WEBUI_ADMIN_PASSWORD, WEBUI_ADMIN_NAME): + if await create_admin_user(WEBUI_ADMIN_EMAIL, WEBUI_ADMIN_PASSWORD, WEBUI_ADMIN_NAME): # Disable signup since we now have an admin app.state.config.ENABLE_SIGNUP = False + if SAFE_MODE: + await Functions.deactivate_all_functions() + # This should be blocking (sync) so functions are not deactivated on first /get_models calls # when the first user lands on the / route. - log.info("Installing external dependencies of functions and tools...") - install_tool_and_function_dependencies() + log.info('Installing external dependencies of functions and tools...') + await install_tool_and_function_dependencies() app.state.redis = get_redis_connection( redis_url=REDIS_URL, - redis_sentinels=get_sentinels_from_env( - REDIS_SENTINEL_HOSTS, REDIS_SENTINEL_PORT - ), + redis_sentinels=get_sentinels_from_env(REDIS_SENTINEL_HOSTS, REDIS_SENTINEL_PORT), redis_cluster=REDIS_CLUSTER, async_mode=True, ) if app.state.redis is not None: - app.state.redis_task_command_listener = asyncio.create_task( - redis_task_command_listener(app) - ) + app.state.redis_task_command_listener = asyncio.create_task(redis_task_command_listener(app)) if THREAD_POOL_SIZE and THREAD_POOL_SIZE > 0: limiter = anyio.to_thread.current_default_thread_limiter() @@ -648,73 +658,81 @@ async def lifespan(app: FastAPI): asyncio.create_task(periodic_usage_pool_cleanup()) asyncio.create_task(periodic_session_pool_cleanup()) + from open_webui.utils.automations import automation_worker_loop + + asyncio.create_task(automation_worker_loop(app)) + if app.state.config.ENABLE_BASE_MODELS_CACHE: try: await get_all_models( Request( # Creating a mock request object to pass to get_all_models { - "type": "http", - "asgi.version": "3.0", - "asgi.spec_version": "2.0", - "method": "GET", - "path": "/internal", - "query_string": b"", - "headers": Headers({}).raw, - "client": ("127.0.0.1", 12345), - "server": ("127.0.0.1", 80), - "scheme": "http", - "app": app, + 'type': 'http', + 'asgi.version': '3.0', + 'asgi.spec_version': '2.0', + 'method': 'GET', + 'path': '/internal', + 'query_string': b'', + 'headers': Headers({}).raw, + 'client': ('127.0.0.1', 12345), + 'server': ('127.0.0.1', 80), + 'scheme': 'http', + 'app': app, } ), None, ) except Exception as e: - log.warning(f"Failed to pre-fetch models at startup: {e}") + log.warning(f'Failed to pre-fetch models at startup: {e}') # Pre-fetch tool server specs so the first request doesn't pay the latency cost if len(app.state.config.TOOL_SERVER_CONNECTIONS) > 0: - log.info("Initializing tool servers...") + log.info('Initializing tool servers...') try: mock_request = Request( { - "type": "http", - "asgi.version": "3.0", - "asgi.spec_version": "2.0", - "method": "GET", - "path": "/internal", - "query_string": b"", - "headers": Headers({}).raw, - "client": ("127.0.0.1", 12345), - "server": ("127.0.0.1", 80), - "scheme": "http", - "app": app, + 'type': 'http', + 'asgi.version': '3.0', + 'asgi.spec_version': '2.0', + 'method': 'GET', + 'path': '/internal', + 'query_string': b'', + 'headers': Headers({}).raw, + 'client': ('127.0.0.1', 12345), + 'server': ('127.0.0.1', 80), + 'scheme': 'http', + 'app': app, } ) await set_tool_servers(mock_request) - log.info(f"Initialized {len(app.state.TOOL_SERVERS)} tool server(s)") + log.info(f'Initialized {len(app.state.TOOL_SERVERS)} tool server(s)') await set_terminal_servers(mock_request) - log.info( - f"Initialized {len(app.state.TERMINAL_SERVERS)} terminal server(s)" - ) + log.info(f'Initialized {len(app.state.TERMINAL_SERVERS)} terminal server(s)') except Exception as e: - log.warning(f"Failed to initialize tool/terminal servers at startup: {e}") + log.warning(f'Failed to initialize tool/terminal servers at startup: {e}') + + # Mark application as ready to accept traffic from a startup perspective. + app.state.startup_complete = True yield - if hasattr(app.state, "redis_task_command_listener"): + if hasattr(app.state, 'redis_task_command_listener'): app.state.redis_task_command_listener.cancel() app = FastAPI( - title="Open WebUI", - docs_url="/docs" if ENV == "dev" else None, - openapi_url="/openapi.json" if ENV == "dev" else None, + title='Open WebUI', + docs_url='/docs' if ENV == 'dev' else None, + openapi_url='/openapi.json' if ENV == 'dev' else None, redoc_url=None, lifespan=lifespan, ) +# Used by readiness checks to gate traffic until startup work is done. +app.state.startup_complete = False + # For Open WebUI OIDC/OAuth2 oauth_manager = OAuthManager(app) app.state.oauth_manager = oauth_manager @@ -829,9 +847,7 @@ app.state.config.ENABLE_SIGNUP = ENABLE_SIGNUP app.state.config.ENABLE_LOGIN_FORM = ENABLE_LOGIN_FORM app.state.config.ENABLE_API_KEYS = ENABLE_API_KEYS -app.state.config.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS = ( - ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS -) +app.state.config.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS = ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS app.state.config.API_KEYS_ALLOWED_ENDPOINTS = API_KEYS_ALLOWED_ENDPOINTS app.state.config.JWT_EXPIRES_IN = JWT_EXPIRES_IN @@ -863,6 +879,8 @@ app.state.config.BANNERS = WEBUI_BANNERS app.state.config.ENABLE_FOLDERS = ENABLE_FOLDERS app.state.config.FOLDER_MAX_FILE_COUNT = FOLDER_MAX_FILE_COUNT +app.state.config.AUTOMATION_MAX_COUNT = AUTOMATION_MAX_COUNT +app.state.config.AUTOMATION_MIN_INTERVAL = AUTOMATION_MIN_INTERVAL app.state.config.ENABLE_CHANNELS = ENABLE_CHANNELS app.state.config.ENABLE_NOTES = ENABLE_NOTES app.state.config.ENABLE_COMMUNITY_SHARING = ENABLE_COMMUNITY_SHARING @@ -877,17 +895,18 @@ app.state.config.EVALUATION_ARENA_MODELS = EVALUATION_ARENA_MODELS from open_webui.utils.access_control import migrate_access_control connections = app.state.config.TOOL_SERVER_CONNECTIONS -if any("access_control" in c.get("config", {}) for c in connections): +if any('access_control' in c.get('config', {}) for c in connections): for connection in connections: - migrate_access_control(connection.get("config", {})) + migrate_access_control(connection.get('config', {})) app.state.config.TOOL_SERVER_CONNECTIONS = connections arena_models = app.state.config.EVALUATION_ARENA_MODELS -if any("access_control" in m.get("meta", {}) for m in arena_models): +if any('access_control' in m.get('meta', {}) for m in arena_models): for model in arena_models: - migrate_access_control(model.get("meta", {})) + migrate_access_control(model.get('meta', {})) app.state.config.EVALUATION_ARENA_MODELS = arena_models +app.state.config.OAUTH_SUB_CLAIM = OAUTH_SUB_CLAIM app.state.config.OAUTH_USERNAME_CLAIM = OAUTH_USERNAME_CLAIM app.state.config.OAUTH_PICTURE_CLAIM = OAUTH_PICTURE_CLAIM app.state.config.OAUTH_EMAIL_CLAIM = OAUTH_EMAIL_CLAIM @@ -954,9 +973,7 @@ app.state.config.FILE_IMAGE_COMPRESSION_HEIGHT = FILE_IMAGE_COMPRESSION_HEIGHT app.state.config.RAG_FULL_CONTEXT = RAG_FULL_CONTEXT app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL = BYPASS_EMBEDDING_AND_RETRIEVAL app.state.config.ENABLE_RAG_HYBRID_SEARCH = ENABLE_RAG_HYBRID_SEARCH -app.state.config.ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS = ( - ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS -) +app.state.config.ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS = ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS app.state.config.ENABLE_WEB_LOADER_SSL_VERIFICATION = ENABLE_WEB_LOADER_SSL_VERIFICATION app.state.config.CONTENT_EXTRACTION_ENGINE = CONTENT_EXTRACTION_ENGINE @@ -967,9 +984,7 @@ app.state.config.DATALAB_MARKER_SKIP_CACHE = DATALAB_MARKER_SKIP_CACHE app.state.config.DATALAB_MARKER_FORCE_OCR = DATALAB_MARKER_FORCE_OCR app.state.config.DATALAB_MARKER_PAGINATE = DATALAB_MARKER_PAGINATE app.state.config.DATALAB_MARKER_STRIP_EXISTING_OCR = DATALAB_MARKER_STRIP_EXISTING_OCR -app.state.config.DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION = ( - DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION -) +app.state.config.DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION = DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION app.state.config.DATALAB_MARKER_FORMAT_LINES = DATALAB_MARKER_FORMAT_LINES app.state.config.DATALAB_MARKER_USE_LLM = DATALAB_MARKER_USE_LLM app.state.config.DATALAB_MARKER_OUTPUT_FORMAT = DATALAB_MARKER_OUTPUT_FORMAT @@ -991,9 +1006,7 @@ app.state.config.MINERU_API_TIMEOUT = MINERU_API_TIMEOUT app.state.config.MINERU_PARAMS = MINERU_PARAMS app.state.config.TEXT_SPLITTER = RAG_TEXT_SPLITTER -app.state.config.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER = ( - ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER -) +app.state.config.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER = ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER app.state.config.TIKTOKEN_ENCODING_NAME = TIKTOKEN_ENCODING_NAME @@ -1038,15 +1051,14 @@ app.state.config.WEB_SEARCH_ENGINE = WEB_SEARCH_ENGINE app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST = WEB_SEARCH_DOMAIN_FILTER_LIST app.state.config.WEB_SEARCH_RESULT_COUNT = WEB_SEARCH_RESULT_COUNT app.state.config.WEB_SEARCH_CONCURRENT_REQUESTS = WEB_SEARCH_CONCURRENT_REQUESTS +app.state.config.WEB_FETCH_MAX_CONTENT_LENGTH = WEB_FETCH_MAX_CONTENT_LENGTH app.state.config.WEB_LOADER_ENGINE = WEB_LOADER_ENGINE app.state.config.WEB_LOADER_CONCURRENT_REQUESTS = WEB_LOADER_CONCURRENT_REQUESTS app.state.config.WEB_LOADER_TIMEOUT = WEB_LOADER_TIMEOUT app.state.config.WEB_SEARCH_TRUST_ENV = WEB_SEARCH_TRUST_ENV -app.state.config.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL = ( - BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL -) +app.state.config.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL = BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL app.state.config.BYPASS_WEB_SEARCH_WEB_LOADER = BYPASS_WEB_SEARCH_WEB_LOADER app.state.config.ENABLE_GOOGLE_DRIVE_INTEGRATION = ENABLE_GOOGLE_DRIVE_INTEGRATION @@ -1111,13 +1123,8 @@ app.state.YOUTUBE_LOADER_TRANSLATION = None try: - app.state.ef = get_ef( - app.state.config.RAG_EMBEDDING_ENGINE, app.state.config.RAG_EMBEDDING_MODEL - ) - if ( - app.state.config.ENABLE_RAG_HYBRID_SEARCH - and not app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL - ): + app.state.ef = get_ef(app.state.config.RAG_EMBEDDING_ENGINE, app.state.config.RAG_EMBEDDING_MODEL) + if app.state.config.ENABLE_RAG_HYBRID_SEARCH and not app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL: app.state.rf = get_rf( app.state.config.RAG_RERANKING_ENGINE, app.state.config.RAG_RERANKING_MODEL, @@ -1128,7 +1135,7 @@ try: else: app.state.rf = None except Exception as e: - log.error(f"Error updating models: {e}") + log.error(f'Error updating models: {e}') pass @@ -1138,26 +1145,26 @@ app.state.EMBEDDING_FUNCTION = get_embedding_function( embedding_function=app.state.ef, url=( app.state.config.RAG_OPENAI_API_BASE_URL - if app.state.config.RAG_EMBEDDING_ENGINE == "openai" + if app.state.config.RAG_EMBEDDING_ENGINE == 'openai' else ( app.state.config.RAG_OLLAMA_BASE_URL - if app.state.config.RAG_EMBEDDING_ENGINE == "ollama" + if app.state.config.RAG_EMBEDDING_ENGINE == 'ollama' else app.state.config.RAG_AZURE_OPENAI_BASE_URL ) ), key=( app.state.config.RAG_OPENAI_API_KEY - if app.state.config.RAG_EMBEDDING_ENGINE == "openai" + if app.state.config.RAG_EMBEDDING_ENGINE == 'openai' else ( app.state.config.RAG_OLLAMA_API_KEY - if app.state.config.RAG_EMBEDDING_ENGINE == "ollama" + if app.state.config.RAG_EMBEDDING_ENGINE == 'ollama' else app.state.config.RAG_AZURE_OPENAI_API_KEY ) ), embedding_batch_size=app.state.config.RAG_EMBEDDING_BATCH_SIZE, azure_api_version=( app.state.config.RAG_AZURE_OPENAI_API_VERSION - if app.state.config.RAG_EMBEDDING_ENGINE == "azure_openai" + if app.state.config.RAG_EMBEDDING_ENGINE == 'azure_openai' else None ), enable_async=app.state.config.ENABLE_ASYNC_EMBEDDING, @@ -1181,9 +1188,7 @@ app.state.config.CODE_EXECUTION_ENGINE = CODE_EXECUTION_ENGINE app.state.config.CODE_EXECUTION_JUPYTER_URL = CODE_EXECUTION_JUPYTER_URL app.state.config.CODE_EXECUTION_JUPYTER_AUTH = CODE_EXECUTION_JUPYTER_AUTH app.state.config.CODE_EXECUTION_JUPYTER_AUTH_TOKEN = CODE_EXECUTION_JUPYTER_AUTH_TOKEN -app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD = ( - CODE_EXECUTION_JUPYTER_AUTH_PASSWORD -) +app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD = CODE_EXECUTION_JUPYTER_AUTH_PASSWORD app.state.config.CODE_EXECUTION_JUPYTER_TIMEOUT = CODE_EXECUTION_JUPYTER_TIMEOUT app.state.config.ENABLE_CODE_INTERPRETER = ENABLE_CODE_INTERPRETER @@ -1192,12 +1197,8 @@ app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE = CODE_INTERPRETER_PROMPT_TEMP app.state.config.CODE_INTERPRETER_JUPYTER_URL = CODE_INTERPRETER_JUPYTER_URL app.state.config.CODE_INTERPRETER_JUPYTER_AUTH = CODE_INTERPRETER_JUPYTER_AUTH -app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN = ( - CODE_INTERPRETER_JUPYTER_AUTH_TOKEN -) -app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD = ( - CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD -) +app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN = CODE_INTERPRETER_JUPYTER_AUTH_TOKEN +app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD = CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT = CODE_INTERPRETER_JUPYTER_TIMEOUT ######################################## @@ -1273,9 +1274,7 @@ app.state.config.AUDIO_STT_AZURE_MAX_SPEAKERS = AUDIO_STT_AZURE_MAX_SPEAKERS app.state.config.AUDIO_STT_MISTRAL_API_KEY = AUDIO_STT_MISTRAL_API_KEY app.state.config.AUDIO_STT_MISTRAL_API_BASE_URL = AUDIO_STT_MISTRAL_API_BASE_URL -app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS = ( - AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS -) +app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS = AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS app.state.config.TTS_ENGINE = AUDIO_TTS_ENGINE @@ -1294,6 +1293,9 @@ app.state.config.TTS_AZURE_SPEECH_REGION = AUDIO_TTS_AZURE_SPEECH_REGION app.state.config.TTS_AZURE_SPEECH_BASE_URL = AUDIO_TTS_AZURE_SPEECH_BASE_URL app.state.config.TTS_AZURE_SPEECH_OUTPUT_FORMAT = AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT +app.state.config.TTS_MISTRAL_API_KEY = AUDIO_TTS_MISTRAL_API_KEY +app.state.config.TTS_MISTRAL_API_BASE_URL = AUDIO_TTS_MISTRAL_API_BASE_URL + app.state.faster_whisper_model = None app.state.speech_synthesiser = None @@ -1321,23 +1323,13 @@ app.state.config.ENABLE_FOLLOW_UP_GENERATION = ENABLE_FOLLOW_UP_GENERATION app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE = TITLE_GENERATION_PROMPT_TEMPLATE app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE = TAGS_GENERATION_PROMPT_TEMPLATE -app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE = ( - IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE -) -app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE = ( - FOLLOW_UP_GENERATION_PROMPT_TEMPLATE -) +app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE = IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE +app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE = FOLLOW_UP_GENERATION_PROMPT_TEMPLATE -app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE = ( - TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE -) +app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE = TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE = QUERY_GENERATION_PROMPT_TEMPLATE -app.state.config.AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE = ( - AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE -) -app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH = ( - AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH -) +app.state.config.AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE = AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE +app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH = AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH app.state.config.VOICE_MODE_PROMPT_TEMPLATE = VOICE_MODE_PROMPT_TEMPLATE @@ -1357,36 +1349,36 @@ if ENABLE_COMPRESSION_MIDDLEWARE: class RedirectMiddleware(BaseHTTPMiddleware): async def dispatch(self, request: Request, call_next): # Check if the request is a GET request - if request.method == "GET": + if request.method == 'GET': path = request.url.path query_params = dict(parse_qs(urlparse(str(request.url)).query)) redirect_params = {} # Check for the specific watch path and the presence of 'v' parameter - if path.endswith("/watch") and "v" in query_params: + if path.endswith('/watch') and 'v' in query_params: # Extract the first 'v' parameter - youtube_video_id = query_params["v"][0] - redirect_params["youtube"] = youtube_video_id + youtube_video_id = query_params['v'][0] + redirect_params['youtube'] = youtube_video_id - if "shared" in query_params and len(query_params["shared"]) > 0: + if 'shared' in query_params and len(query_params['shared']) > 0: # PWA share_target support - text = query_params["shared"][0] + text = query_params['shared'][0] if text: - urls = re.match(r"https://\S+", text) + urls = re.match(r'https://\S+', text) if urls: from open_webui.retrieval.loaders.youtube import _parse_video_id if youtube_video_id := _parse_video_id(urls[0]): - redirect_params["youtube"] = youtube_video_id + redirect_params['youtube'] = youtube_video_id else: - redirect_params["load-url"] = urls[0] + redirect_params['load-url'] = urls[0] else: - redirect_params["q"] = text + redirect_params['q'] = text if redirect_params: - redirect_url = f"/?{urlencode(redirect_params)}" + redirect_url = f'/?{urlencode(redirect_params)}' return RedirectResponse(url=redirect_url) # Proceed with the normal flow of other requests @@ -1403,25 +1395,23 @@ class APIKeyRestrictionMiddleware: self.app = app async def __call__(self, scope, receive, send): - if scope["type"] == "http": + if scope['type'] == 'http': request = Request(scope) - auth_header = request.headers.get("Authorization") + auth_header = request.headers.get('Authorization') token = None if auth_header: - parts = auth_header.split(" ", 1) + parts = auth_header.split(' ', 1) if len(parts) == 2: token = parts[1] # Only apply restrictions if an sk- API key is used - if token and token.startswith("sk-"): + if token and token.startswith('sk-'): # Check if restrictions are enabled if app.state.config.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS: allowed_paths = [ path.strip() - for path in str( - app.state.config.API_KEYS_ALLOWED_ENDPOINTS - ).split(",") + for path in str(app.state.config.API_KEYS_ALLOWED_ENDPOINTS).split(',') if path.strip() ] @@ -1429,17 +1419,13 @@ class APIKeyRestrictionMiddleware: # Match exact path or prefix path is_allowed = any( - request_path == allowed - or request_path.startswith(allowed + "/") - for allowed in allowed_paths + request_path == allowed or request_path.startswith(allowed + '/') for allowed in allowed_paths ) if not is_allowed: await JSONResponse( status_code=status.HTTP_403_FORBIDDEN, - content={ - "detail": "API key not allowed to access this endpoint." - }, + content={'detail': 'API key not allowed to access this endpoint.'}, )(scope, receive, send) return @@ -1449,7 +1435,7 @@ class APIKeyRestrictionMiddleware: app.add_middleware(APIKeyRestrictionMiddleware) -@app.middleware("http") +@app.middleware('http') async def commit_session_after_request(request: Request, call_next): response = await call_next(request) # log.debug("Commit session after request") @@ -1463,51 +1449,44 @@ async def commit_session_after_request(request: Request, call_next): return response -@app.middleware("http") +@app.middleware('http') async def check_url(request: Request, call_next): start_time = int(time.time()) - request.state.token = get_http_authorization_cred( - request.headers.get("Authorization") - ) + request.state.token = get_http_authorization_cred(request.headers.get('Authorization')) # Fallback to cookie token for browser sessions - if request.state.token is None and request.cookies.get("token"): + if request.state.token is None and request.cookies.get('token'): from fastapi.security import HTTPAuthorizationCredentials - request.state.token = HTTPAuthorizationCredentials( - scheme="Bearer", credentials=request.cookies.get("token") - ) + request.state.token = HTTPAuthorizationCredentials(scheme='Bearer', credentials=request.cookies.get('token')) # Fallback to x-api-key header for Anthropic Messages API routes - if request.state.token is None and request.headers.get("x-api-key"): + if request.state.token is None and request.headers.get('x-api-key'): request_path = request.url.path - if request_path in ("/api/message", "/api/v1/messages"): + if request_path in ('/api/message', '/api/v1/messages') or request_path.startswith('/ollama/v1/messages'): from fastapi.security import HTTPAuthorizationCredentials request.state.token = HTTPAuthorizationCredentials( - scheme="Bearer", credentials=request.headers.get("x-api-key") + scheme='Bearer', credentials=request.headers.get('x-api-key') ) request.state.enable_api_keys = app.state.config.ENABLE_API_KEYS response = await call_next(request) process_time = int(time.time()) - start_time - response.headers["X-Process-Time"] = str(process_time) + response.headers['X-Process-Time'] = str(process_time) return response -@app.middleware("http") +@app.middleware('http') async def inspect_websocket(request: Request, call_next): - if ( - "/ws/socket.io" in request.url.path - and request.query_params.get("transport") == "websocket" - ): - upgrade = (request.headers.get("Upgrade") or "").lower() - connection = (request.headers.get("Connection") or "").lower().split(",") + if '/ws/socket.io' in request.url.path and request.query_params.get('transport') == 'websocket': + upgrade = (request.headers.get('Upgrade') or '').lower() + connection = (request.headers.get('Connection') or '').lower().split(',') # Check that there's the correct headers for an upgrade, else reject the connection # This is to work around this upstream issue: https://github.com/miguelgrinberg/python-engineio/issues/367 - if upgrade != "websocket" or "upgrade" not in connection: + if upgrade != 'websocket' or 'upgrade' not in connection: return JSONResponse( status_code=status.HTTP_400_BAD_REQUEST, - content={"detail": "Invalid WebSocket upgrade request"}, + content={'detail': 'Invalid WebSocket upgrade request'}, ) return await call_next(request) @@ -1516,64 +1495,63 @@ app.add_middleware( CORSMiddleware, allow_origins=CORS_ALLOW_ORIGIN, allow_credentials=True, - allow_methods=["*"], - allow_headers=["*"], + allow_methods=['*'], + allow_headers=['*'], ) -app.mount("/ws", socket_app) +app.mount('/ws', socket_app) -app.include_router(ollama.router, prefix="/ollama", tags=["ollama"]) -app.include_router(openai.router, prefix="/openai", tags=["openai"]) +app.include_router(ollama.router, prefix='/ollama', tags=['ollama']) +app.include_router(openai.router, prefix='/openai', tags=['openai']) -app.include_router(pipelines.router, prefix="/api/v1/pipelines", tags=["pipelines"]) -app.include_router(tasks.router, prefix="/api/v1/tasks", tags=["tasks"]) -app.include_router(images.router, prefix="/api/v1/images", tags=["images"]) +app.include_router(pipelines.router, prefix='/api/v1/pipelines', tags=['pipelines']) +app.include_router(tasks.router, prefix='/api/v1/tasks', tags=['tasks']) +app.include_router(images.router, prefix='/api/v1/images', tags=['images']) -app.include_router(audio.router, prefix="/api/v1/audio", tags=["audio"]) -app.include_router(retrieval.router, prefix="/api/v1/retrieval", tags=["retrieval"]) +app.include_router(audio.router, prefix='/api/v1/audio', tags=['audio']) +app.include_router(retrieval.router, prefix='/api/v1/retrieval', tags=['retrieval']) -app.include_router(configs.router, prefix="/api/v1/configs", tags=["configs"]) +app.include_router(configs.router, prefix='/api/v1/configs', tags=['configs']) -app.include_router(auths.router, prefix="/api/v1/auths", tags=["auths"]) -app.include_router(users.router, prefix="/api/v1/users", tags=["users"]) +app.include_router(auths.router, prefix='/api/v1/auths', tags=['auths']) +app.include_router(users.router, prefix='/api/v1/users', tags=['users']) -app.include_router(channels.router, prefix="/api/v1/channels", tags=["channels"]) -app.include_router(chats.router, prefix="/api/v1/chats", tags=["chats"]) -app.include_router(notes.router, prefix="/api/v1/notes", tags=["notes"]) +app.include_router(channels.router, prefix='/api/v1/channels', tags=['channels']) +app.include_router(chats.router, prefix='/api/v1/chats', tags=['chats']) +app.include_router(notes.router, prefix='/api/v1/notes', tags=['notes']) -app.include_router(models.router, prefix="/api/v1/models", tags=["models"]) -app.include_router(knowledge.router, prefix="/api/v1/knowledge", tags=["knowledge"]) -app.include_router(prompts.router, prefix="/api/v1/prompts", tags=["prompts"]) -app.include_router(tools.router, prefix="/api/v1/tools", tags=["tools"]) -app.include_router(skills.router, prefix="/api/v1/skills", tags=["skills"]) +app.include_router(models.router, prefix='/api/v1/models', tags=['models']) +app.include_router(knowledge.router, prefix='/api/v1/knowledge', tags=['knowledge']) +app.include_router(prompts.router, prefix='/api/v1/prompts', tags=['prompts']) +app.include_router(tools.router, prefix='/api/v1/tools', tags=['tools']) +app.include_router(skills.router, prefix='/api/v1/skills', tags=['skills']) -app.include_router(memories.router, prefix="/api/v1/memories", tags=["memories"]) -app.include_router(folders.router, prefix="/api/v1/folders", tags=["folders"]) -app.include_router(groups.router, prefix="/api/v1/groups", tags=["groups"]) -app.include_router(files.router, prefix="/api/v1/files", tags=["files"]) -app.include_router(functions.router, prefix="/api/v1/functions", tags=["functions"]) -app.include_router( - evaluations.router, prefix="/api/v1/evaluations", tags=["evaluations"] -) +app.include_router(memories.router, prefix='/api/v1/memories', tags=['memories']) +app.include_router(folders.router, prefix='/api/v1/folders', tags=['folders']) +app.include_router(groups.router, prefix='/api/v1/groups', tags=['groups']) +app.include_router(files.router, prefix='/api/v1/files', tags=['files']) +app.include_router(functions.router, prefix='/api/v1/functions', tags=['functions']) +app.include_router(evaluations.router, prefix='/api/v1/evaluations', tags=['evaluations']) if ENABLE_ADMIN_ANALYTICS: - app.include_router(analytics.router, prefix="/api/v1/analytics", tags=["analytics"]) -app.include_router(utils.router, prefix="/api/v1/utils", tags=["utils"]) -app.include_router(terminals.router, prefix="/api/v1/terminals", tags=["terminals"]) + app.include_router(analytics.router, prefix='/api/v1/analytics', tags=['analytics']) +app.include_router(utils.router, prefix='/api/v1/utils', tags=['utils']) +app.include_router(terminals.router, prefix='/api/v1/terminals', tags=['terminals']) +app.include_router(automations.router, prefix='/api/v1/automations', tags=['automations']) # SCIM 2.0 API for identity management if ENABLE_SCIM: - app.include_router(scim.router, prefix="/api/v1/scim/v2", tags=["scim"]) + app.include_router(scim.router, prefix='/api/v1/scim/v2', tags=['scim']) try: audit_level = AuditLevel(AUDIT_LOG_LEVEL) except ValueError as e: - logger.error(f"Invalid audit level: {AUDIT_LOG_LEVEL}. Error: {e}") + logger.error(f'Invalid audit level: {AUDIT_LOG_LEVEL}. Error: {e}') audit_level = AuditLevel.NONE if audit_level != AuditLevel.NONE: @@ -1581,6 +1559,7 @@ if audit_level != AuditLevel.NONE: AuditLoggingMiddleware, audit_level=audit_level, excluded_paths=AUDIT_EXCLUDED_PATHS, + included_paths=AUDIT_INCLUDED_PATHS, max_body_size=MAX_BODY_LOG_SIZE, ) ################################## @@ -1590,35 +1569,30 @@ if audit_level != AuditLevel.NONE: ################################## -@app.get("/api/models") -@app.get("/api/v1/models") # Experimental: Compatibility with OpenAI API -async def get_models( - request: Request, refresh: bool = False, user=Depends(get_verified_user) -): +@app.get('/api/models') +@app.get('/api/v1/models') # Experimental: Compatibility with OpenAI API +async def get_models(request: Request, refresh: bool = False, user=Depends(get_verified_user)): all_models = await get_all_models(request, refresh=refresh, user=user) models = [] for model in all_models: # Filter out filter pipelines - if "pipeline" in model and model["pipeline"].get("type", None) == "filter": + if 'pipeline' in model and model['pipeline'].get('type', None) == 'filter': continue # Remove profile image URL to reduce payload size - if model.get("info", {}).get("meta", {}).get("profile_image_url"): - model["info"]["meta"].pop("profile_image_url", None) + if model.get('info', {}).get('meta', {}).get('profile_image_url'): + model['info']['meta'].pop('profile_image_url', None) try: - model_tags = [ - tag.get("name") - for tag in model.get("info", {}).get("meta", {}).get("tags", []) - ] - tags = [tag.get("name") for tag in model.get("tags", [])] + model_tags = [tag.get('name') for tag in model.get('info', {}).get('meta', {}).get('tags', [])] + tags = [tag.get('name') for tag in model.get('tags', [])] tags = list(set(model_tags + tags)) - model["tags"] = [{"name": tag} for tag in tags] + model['tags'] = [{'name': tag} for tag in tags] except Exception as e: - log.debug(f"Error processing model tags: {e}") - model["tags"] = [] + log.debug(f'Error processing model tags: {e}') + model['tags'] = [] pass models.append(model) @@ -1629,23 +1603,23 @@ async def get_models( # Sort models by order list priority, with fallback for those not in the list models.sort( key=lambda model: ( - model_order_dict.get(model.get("id", ""), float("inf")), - (model.get("name", "") or ""), + model_order_dict.get(model.get('id', ''), float('inf')), + (model.get('name', '') or ''), ) ) - models = get_filtered_models(models, user) + models = await get_filtered_models(models, user) log.debug( - f"/api/models returned filtered models accessible to the user: {json.dumps([model.get('id') for model in models])}" + f'/api/models returned filtered models accessible to the user: {json.dumps([model.get("id") for model in models])}' ) - return {"data": models} + return {'data': models} -@app.get("/api/models/base") +@app.get('/api/models/base') async def get_base_models(request: Request, user=Depends(get_admin_user)): models = await get_all_base_models(request, user=user) - return {"data": models} + return {'data': models} ################################## @@ -1653,11 +1627,9 @@ async def get_base_models(request: Request, user=Depends(get_admin_user)): ################################## -@app.post("/api/embeddings") -@app.post("/api/v1/embeddings") # Experimental: Compatibility with OpenAI API -async def embeddings( - request: Request, form_data: dict, user=Depends(get_verified_user) -): +@app.post('/api/embeddings') +@app.post('/api/v1/embeddings') # Experimental: Compatibility with OpenAI API +async def embeddings(request: Request, form_data: dict, user=Depends(get_verified_user)): """ OpenAI-compatible embeddings endpoint. @@ -1680,8 +1652,8 @@ async def embeddings( return await generate_embeddings(request, form_data, user) -@app.post("/api/chat/completions") -@app.post("/api/v1/chat/completions") # Experimental: Compatibility with OpenAI API +@app.post('/api/chat/completions') +@app.post('/api/v1/chat/completions') # Experimental: Compatibility with OpenAI API async def chat_completion( request: Request, form_data: dict, @@ -1690,26 +1662,24 @@ async def chat_completion( if not request.app.state.MODELS: await get_all_models(request, user=user) - model_id = form_data.get("model", None) - model_item = form_data.pop("model_item", {}) - tasks = form_data.pop("background_tasks", None) + model_id = form_data.get('model', None) + model_item = form_data.pop('model_item', {}) + tasks = form_data.pop('background_tasks', None) metadata = {} try: model_info = None - if not model_item.get("direct", False): + if not model_item.get('direct', False): if model_id not in request.app.state.MODELS: - raise Exception("Model not found") + raise Exception('Model not found') model = request.app.state.MODELS[model_id] - model_info = Models.get_model_by_id(model_id) + model_info = await Models.get_model_by_id(model_id) # Check if user has access to the model - if not BYPASS_MODEL_ACCESS_CONTROL and ( - user.role != "admin" or not BYPASS_ADMIN_ACCESS_CONTROL - ): + if not BYPASS_MODEL_ACCESS_CONTROL and (user.role != 'admin' or not BYPASS_ADMIN_ACCESS_CONTROL): try: - check_model_access(user, model) + await check_model_access(user, model) except Exception as e: raise e else: @@ -1719,98 +1689,79 @@ async def chat_completion( request.state.model = model # Model params: global defaults as base, per-model overrides win - default_model_params = ( - getattr(request.app.state.config, "DEFAULT_MODEL_PARAMS", None) or {} - ) + default_model_params = getattr(request.app.state.config, 'DEFAULT_MODEL_PARAMS', None) or {} model_info_params = { **default_model_params, - **( - model_info.params.model_dump() - if model_info and model_info.params - else {} - ), + **(model_info.params.model_dump() if model_info and model_info.params else {}), } # Check base model existence for custom models - if model_info_params.get("base_model_id"): - base_model_id = model_info_params.get("base_model_id") + if model_info and model_info.base_model_id: + base_model_id = model_info.base_model_id if base_model_id not in request.app.state.MODELS: if ENABLE_CUSTOM_MODEL_FALLBACK: - default_models = ( - request.app.state.config.DEFAULT_MODELS or "" - ).split(",") + default_models = (request.app.state.config.DEFAULT_MODELS or '').split(',') - fallback_model_id = ( - default_models[0].strip() if default_models[0] else None - ) + fallback_model_id = default_models[0].strip() if default_models[0] else None - if ( - fallback_model_id - and fallback_model_id in request.app.state.MODELS - ): + if fallback_model_id and fallback_model_id in request.app.state.MODELS: # Update model and form_data so routing uses the fallback model's type model = request.app.state.MODELS[fallback_model_id] - form_data["model"] = fallback_model_id + form_data['model'] = fallback_model_id else: - raise Exception("Model not found") + raise Exception('Model not found') else: - raise Exception("Model not found") + raise Exception('Model not found') # Chat Params - stream_delta_chunk_size = form_data.get("params", {}).get( - "stream_delta_chunk_size" - ) - reasoning_tags = form_data.get("params", {}).get("reasoning_tags") + stream_delta_chunk_size = form_data.get('params', {}).get('stream_delta_chunk_size') + reasoning_tags = form_data.get('params', {}).get('reasoning_tags') # Model Params - if model_info_params.get("stream_response") is not None: - form_data["stream"] = model_info_params.get("stream_response") + if model_info_params.get('stream_response') is not None: + form_data['stream'] = model_info_params.get('stream_response') - if model_info_params.get("stream_delta_chunk_size"): - stream_delta_chunk_size = model_info_params.get("stream_delta_chunk_size") + if model_info_params.get('stream_delta_chunk_size'): + stream_delta_chunk_size = model_info_params.get('stream_delta_chunk_size') - if model_info_params.get("reasoning_tags") is not None: - reasoning_tags = model_info_params.get("reasoning_tags") + if model_info_params.get('reasoning_tags') is not None: + reasoning_tags = model_info_params.get('reasoning_tags') metadata = { - "user_id": user.id, - "chat_id": form_data.pop("chat_id", None), - "message_id": form_data.pop("id", None), - "parent_message": form_data.pop("parent_message", None), - "parent_message_id": form_data.pop("parent_id", None), - "session_id": form_data.pop("session_id", None), - "filter_ids": form_data.pop("filter_ids", []), - "tool_ids": form_data.get("tool_ids", None), - "tool_servers": form_data.pop("tool_servers", None), - "files": form_data.get("files", None), - "features": form_data.get("features", {}), - "variables": form_data.get("variables", {}), - "model": model, - "direct": model_item.get("direct", False), - "params": { - "stream_delta_chunk_size": stream_delta_chunk_size, - "reasoning_tags": reasoning_tags, - "function_calling": ( - "native" + 'user_id': user.id, + 'chat_id': form_data.pop('chat_id', None), + 'message_id': form_data.pop('id', None), + 'parent_message': form_data.pop('parent_message', None), + 'parent_message_id': form_data.pop('parent_id', None), + 'session_id': form_data.pop('session_id', None), + 'filter_ids': form_data.pop('filter_ids', []), + 'tool_ids': form_data.get('tool_ids', None), + 'tool_servers': form_data.pop('tool_servers', None), + 'files': form_data.get('files', None), + 'features': form_data.get('features', {}), + 'variables': form_data.get('variables', {}), + 'model': model, + 'direct': model_item.get('direct', False), + 'params': { + 'stream_delta_chunk_size': stream_delta_chunk_size, + 'reasoning_tags': reasoning_tags, + 'function_calling': ( + 'native' if ( - form_data.get("params", {}).get("function_calling") == "native" - or model_info_params.get("function_calling") == "native" + form_data.get('params', {}).get('function_calling') == 'native' + or model_info_params.get('function_calling') == 'native' ) - else "default" + else 'default' ), }, } - if metadata.get("chat_id") and user: - if not metadata["chat_id"].startswith( - "local:" - ): # temporary chats are not stored - + if metadata.get('chat_id') and user: + if not metadata['chat_id'].startswith('local:'): # temporary chats are not stored # Verify chat ownership — lightweight EXISTS check avoids # deserializing the full chat JSON blob just to confirm the row exists if ( - not Chats.is_chat_owner(metadata["chat_id"], user.id) - and user.role != "admin" + not await Chats.is_chat_owner(metadata['chat_id'], user.id) and user.role != 'admin' ): # admins can access any chat raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -1818,29 +1769,29 @@ async def chat_completion( ) # Insert chat files from parent message if any - parent_message = metadata.get("parent_message") or {} - parent_message_files = parent_message.get("files", []) + parent_message = metadata.get('parent_message') or {} + parent_message_files = parent_message.get('files', []) if parent_message_files: try: - Chats.insert_chat_files( - metadata["chat_id"], - parent_message.get("id"), + await Chats.insert_chat_files( + metadata['chat_id'], + parent_message.get('id'), [ - file_item.get("id") + file_item.get('id') for file_item in parent_message_files - if file_item.get("type") == "file" + if file_item.get('type') == 'file' ], user.id, ) except Exception as e: - log.debug(f"Error inserting chat files: {e}") + log.debug(f'Error inserting chat files: {e}') pass request.state.metadata = metadata - form_data["metadata"] = metadata + form_data['metadata'] = metadata except Exception as e: - log.debug(f"Error processing chat metadata: {e}") + log.debug(f'Error processing chat metadata: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=str(e), @@ -1848,37 +1799,33 @@ async def chat_completion( async def process_chat(request, form_data, user, metadata, model): try: - form_data, metadata, events = await process_chat_payload( - request, form_data, user, metadata, model - ) + form_data, metadata, events = await process_chat_payload(request, form_data, user, metadata, model) response = await chat_completion_handler(request, form_data, user) - if metadata.get("chat_id") and metadata.get("message_id"): + if metadata.get('chat_id') and metadata.get('message_id'): try: - if not metadata["chat_id"].startswith("local:"): - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + if not metadata['chat_id'].startswith('local:'): + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "parentId": metadata.get("parent_message_id", None), - "model": model_id, + 'parentId': metadata.get('parent_message_id', None), + 'model': model_id, }, ) - except: + except Exception: pass - ctx = build_chat_response_context( - request, form_data, user, model, metadata, tasks, events - ) + ctx = await build_chat_response_context(request, form_data, user, model, metadata, tasks, events) return await process_chat_response(response, ctx) except asyncio.CancelledError: - log.info("Chat processing was cancelled") + log.info('Chat processing was cancelled') try: - event_emitter = get_event_emitter(metadata) + event_emitter = await get_event_emitter(metadata) await asyncio.shield( event_emitter( - {"type": "chat:tasks:cancel"}, + {'type': 'chat:tasks:cancel'}, ) ) except Exception as e: @@ -1886,68 +1833,77 @@ async def chat_completion( finally: raise # re-raise to ensure proper task cancellation handling except Exception as e: - log.debug(f"Error processing chat payload: {e}") - if metadata.get("chat_id") and metadata.get("message_id"): + log.debug(f'Error processing chat payload: {e}') + if metadata.get('chat_id') and metadata.get('message_id'): # Update the chat message with the error try: - if not metadata["chat_id"].startswith("local:"): - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + if not metadata['chat_id'].startswith('local:'): + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "parentId": metadata.get("parent_message_id", None), - "error": {"content": str(e)}, + 'parentId': metadata.get('parent_message_id', None), + 'error': {'content': str(e)}, }, ) - event_emitter = get_event_emitter(metadata) + event_emitter = await get_event_emitter(metadata) await event_emitter( { - "type": "chat:message:error", - "data": {"error": {"content": str(e)}}, + 'type': 'chat:message:error', + 'data': {'error': {'content': str(e)}}, } ) await event_emitter( - {"type": "chat:tasks:cancel"}, + {'type': 'chat:tasks:cancel'}, ) - except: + except Exception: pass finally: + # Clean up MCP clients. Shield the entire block from + # CancelledError so disconnect() can finish even when the + # task is being stopped. Each client is isolated so one + # failure doesn't skip the rest. try: - if mcp_clients := metadata.get("mcp_clients"): - for client in reversed(mcp_clients.values()): - await client.disconnect() + if mcp_clients := metadata.get('mcp_clients'): + + async def _cleanup_mcp(): + for client in reversed(list(mcp_clients.values())): + try: + await client.disconnect() + except Exception as e: + log.debug(f'Error disconnecting MCP client: {e}') + + await asyncio.wait_for( + asyncio.shield(_cleanup_mcp()), + timeout=10.0, + ) + except asyncio.TimeoutError: + log.warning('MCP client cleanup timed out after 10 s') except Exception as e: - log.debug(f"Error cleaning up: {e}") - pass + log.debug(f'Error cleaning up MCP clients: {e}') # Emit chat:active=false when task completes try: - if metadata.get("chat_id"): - event_emitter = get_event_emitter(metadata, update_db=False) + if metadata.get('chat_id'): + event_emitter = await get_event_emitter(metadata, update_db=False) if event_emitter: - await event_emitter( - {"type": "chat:active", "data": {"active": False}} - ) + await event_emitter({'type': 'chat:active', 'data': {'active': False}}) except Exception as e: - log.debug(f"Error emitting chat:active: {e}") + log.debug(f'Error emitting chat:active: {e}') - if ( - metadata.get("session_id") - and metadata.get("chat_id") - and metadata.get("message_id") - ): + if metadata.get('session_id') and metadata.get('chat_id') and metadata.get('message_id'): # Asynchronous Chat Processing task_id, _ = await create_task( request.app.state.redis, process_chat(request, form_data, user, metadata, model), - id=metadata["chat_id"], + id=metadata['chat_id'], ) # Emit chat:active=true when task starts - event_emitter = get_event_emitter(metadata, update_db=False) + event_emitter = await get_event_emitter(metadata, update_db=False) if event_emitter: - await event_emitter({"type": "chat:active", "data": {"active": True}}) - return {"status": True, "task_id": task_id} + await event_emitter({'type': 'chat:active', 'data': {'active': True}}) + return {'status': True, 'task_id': task_id} else: return await process_chat(request, form_data, user, metadata, model) @@ -1956,6 +1912,10 @@ async def chat_completion( generate_chat_completions = chat_completion generate_chat_completion = chat_completion +# Expose as app.state so internal callers (e.g. automations) can +# use the full pipeline without importing from main.py (avoids circular deps). +app.state.CHAT_COMPLETION_HANDLER = chat_completion + ################################## # @@ -1971,8 +1931,8 @@ from open_webui.utils.anthropic import ( ) -@app.post("/api/message") -@app.post("/api/v1/messages") # Anthropic Messages API compatible endpoint +@app.post('/api/message') +@app.post('/api/v1/messages') # Anthropic Messages API compatible endpoint async def generate_messages( request: Request, form_data: dict, @@ -1992,7 +1952,7 @@ async def generate_messages( Anthropic's x-api-key header (via middleware translation). """ # Convert Anthropic payload to OpenAI format - requested_model = form_data.get("model", "") + requested_model = form_data.get('model', '') openai_payload = convert_anthropic_to_openai_payload(form_data) @@ -2003,13 +1963,11 @@ async def generate_messages( if isinstance(response, StreamingResponse): # Streaming response: wrap the generator to convert SSE format return StreamingResponse( - openai_stream_to_anthropic_stream( - response.body_iterator, model=requested_model - ), - media_type="text/event-stream", + openai_stream_to_anthropic_stream(response.body_iterator, model=requested_model), + media_type='text/event-stream', headers={ - "Cache-Control": "no-cache", - "Connection": "keep-alive", + 'Cache-Control': 'no-cache', + 'Connection': 'keep-alive', }, ) elif isinstance(response, dict): @@ -2019,14 +1977,12 @@ async def generate_messages( return response -@app.post("/api/chat/completed") -async def chat_completed( - request: Request, form_data: dict, user=Depends(get_verified_user) -): +@app.post('/api/chat/completed') +async def chat_completed(request: Request, form_data: dict, user=Depends(get_verified_user)): try: - model_item = form_data.pop("model_item", {}) + model_item = form_data.pop('model_item', {}) - if model_item.get("direct", False): + if model_item.get('direct', False): request.state.direct = True request.state.model = model_item @@ -2038,14 +1994,12 @@ async def chat_completed( ) -@app.post("/api/chat/actions/{action_id}") -async def chat_action( - request: Request, action_id: str, form_data: dict, user=Depends(get_verified_user) -): +@app.post('/api/chat/actions/{action_id}') +async def chat_action(request: Request, action_id: str, form_data: dict, user=Depends(get_verified_user)): try: - model_item = form_data.pop("model_item", {}) + model_item = form_data.pop('model_item', {}) - if model_item.get("direct", False): + if model_item.get('direct', False): request.state.direct = True request.state.model = model_item @@ -2057,10 +2011,8 @@ async def chat_action( ) -@app.post("/api/tasks/stop/{task_id}") -async def stop_task_endpoint( - request: Request, task_id: str, user=Depends(get_verified_user) -): +@app.post('/api/tasks/stop/{task_id}') +async def stop_task_endpoint(request: Request, task_id: str, user=Depends(get_verified_user)): try: result = await stop_task(request.app.state.redis, task_id) return result @@ -2068,23 +2020,21 @@ async def stop_task_endpoint( raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=str(e)) -@app.get("/api/tasks") +@app.get('/api/tasks') async def list_tasks_endpoint(request: Request, user=Depends(get_verified_user)): - return {"tasks": await list_tasks(request.app.state.redis)} + return {'tasks': await list_tasks(request.app.state.redis)} -@app.get("/api/tasks/chat/{chat_id}") -async def list_tasks_by_chat_id_endpoint( - request: Request, chat_id: str, user=Depends(get_verified_user) -): - chat = Chats.get_chat_by_id(chat_id) +@app.get('/api/tasks/chat/{chat_id}') +async def list_tasks_by_chat_id_endpoint(request: Request, chat_id: str, user=Depends(get_verified_user)): + chat = await Chats.get_chat_by_id(chat_id) if chat is None or chat.user_id != user.id: - return {"task_ids": []} + return {'task_ids': []} task_ids = await list_task_ids_by_item_id(request.app.state.redis, chat_id) - log.debug(f"Task IDs for chat {chat_id}: {task_ids}") - return {"task_ids": task_ids} + log.debug(f'Task IDs for chat {chat_id}: {task_ids}') + return {'task_ids': task_ids} ################################## @@ -2094,19 +2044,19 @@ async def list_tasks_by_chat_id_endpoint( ################################## -@app.get("/api/config") +@app.get('/api/config') async def get_app_config(request: Request): user = None token = None - auth_header = request.headers.get("Authorization") + auth_header = request.headers.get('Authorization') if auth_header: cred = get_http_authorization_cred(auth_header) if cred: token = cred.credentials - if not token and "token" in request.cookies: - token = request.cookies.get("token") + if not token and 'token' in request.cookies: + token = request.cookies.get('token') if token: try: @@ -2115,67 +2065,62 @@ async def get_app_config(request: Request): log.debug(e) raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="Invalid token", + detail='Invalid token', ) - if data is not None and "id" in data: - user = Users.get_user_by_id(data["id"]) + if data is not None and 'id' in data: + user = await Users.get_user_by_id(data['id']) - user_count = Users.get_num_users() + user_count = await Users.get_num_users() onboarding = False if user is None: onboarding = user_count == 0 return { - **({"onboarding": True} if onboarding else {}), - "status": True, - "name": app.state.WEBUI_NAME, - "version": VERSION, - "default_locale": str(DEFAULT_LOCALE), - "oauth": { - "providers": { - name: config.get("name", name) - for name, config in OAUTH_PROVIDERS.items() - } - }, - "features": { - "auth": WEBUI_AUTH, - "auth_trusted_header": bool(app.state.AUTH_TRUSTED_EMAIL_HEADER), - "enable_signup_password_confirmation": ENABLE_SIGNUP_PASSWORD_CONFIRMATION, - "enable_ldap": app.state.config.ENABLE_LDAP, - "enable_api_keys": app.state.config.ENABLE_API_KEYS, - "enable_signup": app.state.config.ENABLE_SIGNUP, - "enable_login_form": app.state.config.ENABLE_LOGIN_FORM, - "enable_websocket": ENABLE_WEBSOCKET_SUPPORT, - "enable_version_update_check": ENABLE_VERSION_UPDATE_CHECK, - "enable_public_active_users_count": ENABLE_PUBLIC_ACTIVE_USERS_COUNT, - "enable_easter_eggs": ENABLE_EASTER_EGGS, + **({'onboarding': True} if onboarding else {}), + 'status': True, + 'name': app.state.WEBUI_NAME, + 'version': VERSION, + 'default_locale': str(DEFAULT_LOCALE), + 'oauth': {'providers': {name: config.get('name', name) for name, config in OAUTH_PROVIDERS.items()}}, + 'features': { + 'auth': WEBUI_AUTH, + 'auth_trusted_header': bool(app.state.AUTH_TRUSTED_EMAIL_HEADER), + 'enable_signup_password_confirmation': ENABLE_SIGNUP_PASSWORD_CONFIRMATION, + 'enable_ldap': app.state.config.ENABLE_LDAP, + 'enable_api_keys': app.state.config.ENABLE_API_KEYS, + 'enable_signup': app.state.config.ENABLE_SIGNUP, + 'enable_login_form': app.state.config.ENABLE_LOGIN_FORM, + 'enable_websocket': ENABLE_WEBSOCKET_SUPPORT, + 'enable_version_update_check': ENABLE_VERSION_UPDATE_CHECK, + 'enable_public_active_users_count': ENABLE_PUBLIC_ACTIVE_USERS_COUNT, + 'enable_easter_eggs': ENABLE_EASTER_EGGS, **( { - "enable_direct_connections": app.state.config.ENABLE_DIRECT_CONNECTIONS, - "enable_folders": app.state.config.ENABLE_FOLDERS, - "folder_max_file_count": app.state.config.FOLDER_MAX_FILE_COUNT, - "enable_channels": app.state.config.ENABLE_CHANNELS, - "enable_notes": app.state.config.ENABLE_NOTES, - "enable_web_search": app.state.config.ENABLE_WEB_SEARCH, - "enable_code_execution": app.state.config.ENABLE_CODE_EXECUTION, - "enable_code_interpreter": app.state.config.ENABLE_CODE_INTERPRETER, - "enable_image_generation": app.state.config.ENABLE_IMAGE_GENERATION, - "enable_autocomplete_generation": app.state.config.ENABLE_AUTOCOMPLETE_GENERATION, - "enable_community_sharing": app.state.config.ENABLE_COMMUNITY_SHARING, - "enable_message_rating": app.state.config.ENABLE_MESSAGE_RATING, - "enable_user_webhooks": app.state.config.ENABLE_USER_WEBHOOKS, - "enable_user_status": app.state.config.ENABLE_USER_STATUS, - "enable_admin_export": ENABLE_ADMIN_EXPORT, - "enable_admin_chat_access": ENABLE_ADMIN_CHAT_ACCESS, - "enable_admin_analytics": ENABLE_ADMIN_ANALYTICS, - "enable_google_drive_integration": app.state.config.ENABLE_GOOGLE_DRIVE_INTEGRATION, - "enable_onedrive_integration": app.state.config.ENABLE_ONEDRIVE_INTEGRATION, - "enable_memories": app.state.config.ENABLE_MEMORIES, + 'enable_direct_connections': app.state.config.ENABLE_DIRECT_CONNECTIONS, + 'enable_folders': app.state.config.ENABLE_FOLDERS, + 'folder_max_file_count': app.state.config.FOLDER_MAX_FILE_COUNT, + 'enable_channels': app.state.config.ENABLE_CHANNELS, + 'enable_notes': app.state.config.ENABLE_NOTES, + 'enable_web_search': app.state.config.ENABLE_WEB_SEARCH, + 'enable_code_execution': app.state.config.ENABLE_CODE_EXECUTION, + 'enable_code_interpreter': app.state.config.ENABLE_CODE_INTERPRETER, + 'enable_image_generation': app.state.config.ENABLE_IMAGE_GENERATION, + 'enable_autocomplete_generation': app.state.config.ENABLE_AUTOCOMPLETE_GENERATION, + 'enable_community_sharing': app.state.config.ENABLE_COMMUNITY_SHARING, + 'enable_message_rating': app.state.config.ENABLE_MESSAGE_RATING, + 'enable_user_webhooks': app.state.config.ENABLE_USER_WEBHOOKS, + 'enable_user_status': app.state.config.ENABLE_USER_STATUS, + 'enable_admin_export': ENABLE_ADMIN_EXPORT, + 'enable_admin_chat_access': ENABLE_ADMIN_CHAT_ACCESS, + 'enable_admin_analytics': ENABLE_ADMIN_ANALYTICS, + 'enable_google_drive_integration': app.state.config.ENABLE_GOOGLE_DRIVE_INTEGRATION, + 'enable_onedrive_integration': app.state.config.ENABLE_ONEDRIVE_INTEGRATION, + 'enable_memories': app.state.config.ENABLE_MEMORIES, **( { - "enable_onedrive_personal": ENABLE_ONEDRIVE_PERSONAL, - "enable_onedrive_business": ENABLE_ONEDRIVE_BUSINESS, + 'enable_onedrive_personal': ENABLE_ONEDRIVE_PERSONAL, + 'enable_onedrive_business': ENABLE_ONEDRIVE_BUSINESS, } if app.state.config.ENABLE_ONEDRIVE_INTEGRATION else {} @@ -2187,78 +2132,74 @@ async def get_app_config(request: Request): }, **( { - "default_models": app.state.config.DEFAULT_MODELS, - "default_pinned_models": app.state.config.DEFAULT_PINNED_MODELS, - "default_prompt_suggestions": app.state.config.DEFAULT_PROMPT_SUGGESTIONS, - "user_count": user_count, - "code": { - "engine": app.state.config.CODE_EXECUTION_ENGINE, - "interpreter_engine": app.state.config.CODE_INTERPRETER_ENGINE, + 'default_models': app.state.config.DEFAULT_MODELS, + 'default_pinned_models': app.state.config.DEFAULT_PINNED_MODELS, + 'default_prompt_suggestions': app.state.config.DEFAULT_PROMPT_SUGGESTIONS, + 'user_count': user_count, + 'code': { + 'engine': app.state.config.CODE_EXECUTION_ENGINE, + 'interpreter_engine': app.state.config.CODE_INTERPRETER_ENGINE, }, - "audio": { - "tts": { - "engine": app.state.config.TTS_ENGINE, - "voice": app.state.config.TTS_VOICE, - "split_on": app.state.config.TTS_SPLIT_ON, + 'audio': { + 'tts': { + 'engine': app.state.config.TTS_ENGINE, + 'voice': app.state.config.TTS_VOICE, + 'split_on': app.state.config.TTS_SPLIT_ON, }, - "stt": { - "engine": app.state.config.STT_ENGINE, + 'stt': { + 'engine': app.state.config.STT_ENGINE, }, }, - "file": { - "max_size": app.state.config.FILE_MAX_SIZE, - "max_count": app.state.config.FILE_MAX_COUNT, - "image_compression": { - "width": app.state.config.FILE_IMAGE_COMPRESSION_WIDTH, - "height": app.state.config.FILE_IMAGE_COMPRESSION_HEIGHT, + 'file': { + 'max_size': app.state.config.FILE_MAX_SIZE, + 'max_count': app.state.config.FILE_MAX_COUNT, + 'image_compression': { + 'width': app.state.config.FILE_IMAGE_COMPRESSION_WIDTH, + 'height': app.state.config.FILE_IMAGE_COMPRESSION_HEIGHT, }, }, - "permissions": {**app.state.config.USER_PERMISSIONS}, - "google_drive": { - "client_id": GOOGLE_DRIVE_CLIENT_ID.value, - "api_key": GOOGLE_DRIVE_API_KEY.value, + 'permissions': {**app.state.config.USER_PERMISSIONS}, + 'google_drive': { + 'client_id': GOOGLE_DRIVE_CLIENT_ID.value, + 'api_key': GOOGLE_DRIVE_API_KEY.value, }, - "onedrive": { - "client_id_personal": ONEDRIVE_CLIENT_ID_PERSONAL, - "client_id_business": ONEDRIVE_CLIENT_ID_BUSINESS, - "sharepoint_url": ONEDRIVE_SHAREPOINT_URL.value, - "sharepoint_tenant_id": ONEDRIVE_SHAREPOINT_TENANT_ID.value, + 'onedrive': { + 'client_id_personal': ONEDRIVE_CLIENT_ID_PERSONAL, + 'client_id_business': ONEDRIVE_CLIENT_ID_BUSINESS, + 'sharepoint_url': ONEDRIVE_SHAREPOINT_URL.value, + 'sharepoint_tenant_id': ONEDRIVE_SHAREPOINT_TENANT_ID.value, }, - "ui": { - "pending_user_overlay_title": app.state.config.PENDING_USER_OVERLAY_TITLE, - "pending_user_overlay_content": app.state.config.PENDING_USER_OVERLAY_CONTENT, - "response_watermark": app.state.config.RESPONSE_WATERMARK, + 'ui': { + 'pending_user_overlay_title': app.state.config.PENDING_USER_OVERLAY_TITLE, + 'pending_user_overlay_content': app.state.config.PENDING_USER_OVERLAY_CONTENT, + 'response_watermark': app.state.config.RESPONSE_WATERMARK, }, - "license_metadata": app.state.LICENSE_METADATA, + 'license_metadata': app.state.LICENSE_METADATA, **( { - "active_entries": app.state.USER_COUNT, + 'active_entries': app.state.USER_COUNT, } - if user.role == "admin" + if user.role == 'admin' else {} ), } - if user is not None and (user.role in ["admin", "user"]) + if user is not None and (user.role in ['admin', 'user']) else { **( { - "ui": { - "pending_user_overlay_title": app.state.config.PENDING_USER_OVERLAY_TITLE, - "pending_user_overlay_content": app.state.config.PENDING_USER_OVERLAY_CONTENT, + 'ui': { + 'pending_user_overlay_title': app.state.config.PENDING_USER_OVERLAY_TITLE, + 'pending_user_overlay_content': app.state.config.PENDING_USER_OVERLAY_CONTENT, } } - if user and user.role == "pending" + if user and user.role == 'pending' else {} ), **( { - "metadata": { - "login_footer": app.state.LICENSE_METADATA.get( - "login_footer", "" - ), - "auth_logo_position": app.state.LICENSE_METADATA.get( - "auth_logo_position", "" - ), + 'metadata': { + 'login_footer': app.state.LICENSE_METADATA.get('login_footer', ''), + 'auth_logo_position': app.state.LICENSE_METADATA.get('auth_logo_position', ''), } } if app.state.LICENSE_METADATA @@ -2273,58 +2214,56 @@ class UrlForm(BaseModel): url: str -@app.get("/api/webhook") +@app.get('/api/webhook') async def get_webhook_url(user=Depends(get_admin_user)): return { - "url": app.state.config.WEBHOOK_URL, + 'url': app.state.config.WEBHOOK_URL, } -@app.post("/api/webhook") +@app.post('/api/webhook') async def update_webhook_url(form_data: UrlForm, user=Depends(get_admin_user)): app.state.config.WEBHOOK_URL = form_data.url app.state.WEBHOOK_URL = app.state.config.WEBHOOK_URL - return {"url": app.state.config.WEBHOOK_URL} + return {'url': app.state.config.WEBHOOK_URL} -@app.get("/api/version") +@app.get('/api/version') async def get_app_version(): return { - "version": VERSION, - "deployment_id": DEPLOYMENT_ID, + 'version': VERSION, + 'deployment_id': DEPLOYMENT_ID, } -@app.get("/api/version/updates") +@app.get('/api/version/updates') async def get_app_latest_release_version(user=Depends(get_verified_user)): if not ENABLE_VERSION_UPDATE_CHECK: - log.debug( - f"Version update check is disabled, returning current version as latest version" - ) - return {"current": VERSION, "latest": VERSION} + log.debug(f'Version update check is disabled, returning current version as latest version') + return {'current': VERSION, 'latest': VERSION} try: timeout = aiohttp.ClientTimeout(total=1) async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: async with session.get( - "https://api.github.com/repos/open-webui/open-webui/releases/latest", + 'https://api.github.com/repos/open-webui/open-webui/releases/latest', ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: response.raise_for_status() data = await response.json() - latest_version = data["tag_name"] + latest_version = data['tag_name'] - return {"current": VERSION, "latest": latest_version[1:]} + return {'current': VERSION, 'latest': latest_version[1:]} except Exception as e: log.debug(e) - return {"current": VERSION, "latest": VERSION} + return {'current': VERSION, 'latest': VERSION} -@app.get("/api/changelog") +@app.get('/api/changelog') async def get_app_changelog(): return {key: CHANGELOG[key] for idx, key in enumerate(CHANGELOG) if idx < 5} -@app.get("/api/usage") +@app.get('/api/usage') async def get_current_usage(user=Depends(get_verified_user)): """ Get current usage statistics for Open WebUI. @@ -2332,21 +2271,21 @@ async def get_current_usage(user=Depends(get_verified_user)): """ try: # If public visibility is disabled, only allow admins to access this endpoint - if not ENABLE_PUBLIC_ACTIVE_USERS_COUNT and user.role != "admin": + if not ENABLE_PUBLIC_ACTIVE_USERS_COUNT and user.role != 'admin': raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, - detail="Access denied. Only administrators can view usage statistics.", + detail='Access denied. Only administrators can view usage statistics.', ) return { - "model_ids": get_models_in_use(), - "user_count": Users.get_active_user_count(), + 'model_ids': get_models_in_use(), + 'user_count': await Users.get_active_user_count(), } except HTTPException: raise except Exception as e: - log.error(f"Error getting usage statistics: {e}") - raise HTTPException(status_code=500, detail="Internal Server Error") + log.error(f'Error getting usage statistics: {e}') + raise HTTPException(status_code=500, detail='Internal Server Error') ############################ @@ -2357,114 +2296,122 @@ async def get_current_usage(user=Depends(get_verified_user)): # Initialize OAuth client manager with any MCP tool servers using OAuth 2.1 if len(app.state.config.TOOL_SERVER_CONNECTIONS) > 0: for tool_server_connection in app.state.config.TOOL_SERVER_CONNECTIONS: - if tool_server_connection.get("type", "openapi") == "mcp": - server_id = tool_server_connection.get("info", {}).get("id") - auth_type = tool_server_connection.get("auth_type", "none") + if tool_server_connection.get('type', 'openapi') == 'mcp': + server_id = tool_server_connection.get('info', {}).get('id') + auth_type = tool_server_connection.get('auth_type', 'none') - if server_id and auth_type == "oauth_2.1": - oauth_client_info = tool_server_connection.get("info", {}).get( - "oauth_client_info", "" - ) + if server_id and auth_type in ('oauth_2.1', 'oauth_2.1_static'): + oauth_client_info = tool_server_connection.get('info', {}).get('oauth_client_info', '') try: oauth_client_info = decrypt_data(oauth_client_info) app.state.oauth_client_manager.add_client( - f"mcp:{server_id}", + f'mcp:{server_id}', OAuthClientInformationFull(**oauth_client_info), ) except Exception as e: - log.error( - f"Error adding OAuth client for MCP tool server {server_id}: {e}" - ) + log.error(f'Error adding OAuth client for MCP tool server {server_id}: {e}') pass try: if ENABLE_STAR_SESSIONS_MIDDLEWARE: redis_session_store = RedisStore( url=REDIS_URL, - prefix=(f"{REDIS_KEY_PREFIX}:session:" if REDIS_KEY_PREFIX else "session:"), + prefix=(f'{REDIS_KEY_PREFIX}:session:' if REDIS_KEY_PREFIX else 'session:'), ) app.add_middleware(SessionAutoloadMiddleware) app.add_middleware( StarSessionsMiddleware, store=redis_session_store, - cookie_name="owui-session", + cookie_name='owui-session', cookie_same_site=WEBUI_SESSION_COOKIE_SAME_SITE, cookie_https_only=WEBUI_SESSION_COOKIE_SECURE, ) - log.info("Using Redis for session") + log.info('Using Redis for session') else: - raise ValueError("No Redis URL provided") + raise ValueError('No Redis URL provided') except Exception as e: app.add_middleware( SessionMiddleware, secret_key=WEBUI_SECRET_KEY, - session_cookie="owui-session", + session_cookie='owui-session', same_site=WEBUI_SESSION_COOKIE_SAME_SITE, https_only=WEBUI_SESSION_COOKIE_SECURE, ) async def register_client(request, client_id: str) -> bool: - server_type, server_id = client_id.split(":", 1) + server_type, server_id = client_id.split(':', 1) connection = None connection_idx = None for idx, conn in enumerate(request.app.state.config.TOOL_SERVER_CONNECTIONS or []): - if conn.get("type", "openapi") == server_type: - info = conn.get("info", {}) - if info.get("id") == server_id: + if conn.get('type', 'openapi') == server_type: + info = conn.get('info', {}) + if info.get('id') == server_id: connection = conn connection_idx = idx break if connection is None or connection_idx is None: - log.warning( - f"Unable to locate MCP tool server configuration for client {client_id} during re-registration" - ) + log.warning(f'Unable to locate MCP tool server configuration for client {client_id} during re-registration') return False - server_url = connection.get("url") - oauth_server_key = (connection.get("config") or {}).get("oauth_server_key") + server_url = connection.get('url') + auth_type = connection.get('auth_type', 'none') + oauth_server_key = (connection.get('config') or {}).get('oauth_server_key') try: - oauth_client_info = ( - await get_oauth_client_info_with_dynamic_client_registration( + if auth_type == 'oauth_2.1_static': + # Static credentials: rebuild from stored credentials + fresh metadata + existing_client_info = connection.get('info', {}).get('oauth_client_info', '') + if not existing_client_info: + log.error(f'No stored OAuth client info for static client {client_id}') + return False + existing_data = decrypt_data(existing_client_info) + oauth_client_info = await get_oauth_client_info_with_static_credentials( + request, + client_id, + server_url, + oauth_client_id=existing_data.get('client_id', ''), + oauth_client_secret=existing_data.get('client_secret', ''), + ) + else: + oauth_client_info = await get_oauth_client_info_with_dynamic_client_registration( request, client_id, server_url, oauth_server_key, ) - ) except Exception as e: - log.error(f"Dynamic client re-registration failed for {client_id}: {e}") + log.error(f'OAuth client re-registration failed for {client_id}: {e}') return False try: - request.app.state.config.TOOL_SERVER_CONNECTIONS[connection_idx] = { + connections = request.app.state.config.TOOL_SERVER_CONNECTIONS + connections[connection_idx] = { **connection, - "info": { - **connection.get("info", {}), - "oauth_client_info": encrypt_data( - oauth_client_info.model_dump(mode="json") - ), + 'info': { + **connection.get('info', {}), + 'oauth_client_info': encrypt_data(oauth_client_info.model_dump(mode='json')), }, } + # Re-assign the full list to trigger AppConfig.__setattr__ → PersistentConfig.save() + # (in-place list mutation via list[idx] = ... does not trigger __setattr__) + request.app.state.config.TOOL_SERVER_CONNECTIONS = connections except Exception as e: - log.error( - f"Failed to persist updated OAuth client info for tool server {client_id}: {e}" - ) + log.error(f'Failed to persist updated OAuth client info for tool server {client_id}: {e}') return False oauth_client_manager.remove_client(client_id) oauth_client_manager.add_client(client_id, oauth_client_info) - log.info(f"Re-registered OAuth client {client_id} for tool server") + log.info(f'Re-registered OAuth client {client_id} for tool server') return True -@app.get("/oauth/clients/{client_id}/authorize") +@app.get('/oauth/clients/{client_id}/authorize') async def oauth_client_authorize( client_id: str, request: Request, @@ -2479,7 +2426,7 @@ async def oauth_client_authorize( if not await oauth_client_manager._preflight_authorization_url(client, client_info): log.info( - "Detected invalid OAuth client %s; attempting re-registration", + 'Detected invalid OAuth client %s; attempting re-registration', client_id, ) @@ -2487,7 +2434,7 @@ async def oauth_client_authorize( if not registered: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to re-register OAuth client", + detail='Failed to re-register OAuth client', ) client = oauth_client_manager.get_client(client_id) @@ -2495,21 +2442,19 @@ async def oauth_client_authorize( if client is None or client_info is None: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="OAuth client unavailable after re-registration", + detail='OAuth client unavailable after re-registration', ) - if not await oauth_client_manager._preflight_authorization_url( - client, client_info - ): + if not await oauth_client_manager._preflight_authorization_url(client, client_info): raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="OAuth client registration is still invalid after re-registration", + detail='OAuth client registration is still invalid after re-registration', ) return await oauth_client_manager.handle_authorize(request, client_id=client_id) -@app.get("/oauth/clients/{client_id}/callback") +@app.get('/oauth/clients/{client_id}/callback') async def oauth_client_callback( client_id: str, request: Request, @@ -2524,7 +2469,7 @@ async def oauth_client_callback( ) -@app.get("/oauth/{provider}/login") +@app.get('/oauth/{provider}/login') async def oauth_login(provider: str, request: Request): return await oauth_manager.handle_login(request, provider) @@ -2535,52 +2480,67 @@ async def oauth_login(provider: str, request: Request): # - This is considered insecure in general, as OAuth providers do not always verify email addresses # 3. If there is no user, and ENABLE_OAUTH_SIGNUP is true, create a user # - Email addresses are considered unique, so we fail registration if the email address is already taken -@app.get("/oauth/{provider}/login/callback") -@app.get("/oauth/{provider}/callback") # Legacy endpoint +@app.get('/oauth/{provider}/login/callback') +@app.get('/oauth/{provider}/callback') # Legacy endpoint async def oauth_login_callback( provider: str, request: Request, response: Response, - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): return await oauth_manager.handle_callback(request, provider, response, db=db) -@app.get("/manifest.json") +############################ +# OIDC Back-Channel Logout +############################ + + +@app.post('/oauth/backchannel-logout') +async def oauth_backchannel_logout( + request: Request, + db: AsyncSession = Depends(get_async_session), +): + if not ENABLE_OAUTH_BACKCHANNEL_LOGOUT: + raise HTTPException(status_code=404) + return await oauth_manager.handle_backchannel_logout(request, db=db) + + +@app.get('/manifest.json') async def get_manifest_json(): if app.state.EXTERNAL_PWA_MANIFEST_URL: return requests.get(app.state.EXTERNAL_PWA_MANIFEST_URL).json() else: return { - "name": app.state.WEBUI_NAME, - "short_name": app.state.WEBUI_NAME, - "description": f"{app.state.WEBUI_NAME} is an open, extensible, user-friendly interface for AI that adapts to your workflow.", - "start_url": "/", - "display": "standalone", - "background_color": "#343541", - "icons": [ + 'name': app.state.WEBUI_NAME, + 'short_name': app.state.WEBUI_NAME, + 'description': f'{app.state.WEBUI_NAME} is an open, extensible, user-friendly interface for AI that adapts to your workflow.', + 'start_url': '/', + 'display': 'standalone', + 'background_color': '#343541', + 'icons': [ { - "src": "/static/logo.png", - "type": "image/png", - "sizes": "500x500", - "purpose": "any", + 'src': '/static/logo.png', + 'type': 'image/png', + 'sizes': '500x500', + 'purpose': 'any', }, { - "src": "/static/logo.png", - "type": "image/png", - "sizes": "500x500", - "purpose": "maskable", + 'src': '/static/logo.png', + 'type': 'image/png', + 'sizes': '500x500', + 'purpose': 'maskable', }, ], - "share_target": { - "action": "/", - "method": "GET", - "params": {"text": "shared"}, + 'share_target': { + 'action': '/', + 'method': 'GET', + 'params': {'text': 'shared'}, }, } -@app.get("/opensearch.xml") +@app.get('/opensearch.xml') async def get_opensearch_xml(): xml_content = rf""" @@ -2588,28 +2548,69 @@ async def get_opensearch_xml(): Search {app.state.WEBUI_NAME} UTF-8 {app.state.config.WEBUI_URL}/static/favicon.png - + {app.state.config.WEBUI_URL} """ - return Response(content=xml_content, media_type="application/xml") + return Response(content=xml_content, media_type='application/xml') -@app.get("/health") +@app.get('/health') async def healthcheck(): - return {"status": True} + return {'status': True} -@app.get("/health/db") +@app.get('/ready') +async def readiness_check(): + """ + Returns 200 only when the application is ready to accept traffic. + """ + + # Ensure application startup work has completed + if not getattr(app.state, 'startup_complete', False): + log.info('Readiness check failed: startup not complete') + raise HTTPException( + status_code=status.HTTP_503_SERVICE_UNAVAILABLE, + detail='Startup not complete', + ) + + # Check database connectivity + try: + ScopedSession.execute(text('SELECT 1;')).all() + except Exception as e: + log.warning(f'Readiness check DB ping failed: {e!r}') + raise HTTPException( + status_code=status.HTTP_503_SERVICE_UNAVAILABLE, + detail='Database not ready', + ) + + # Check Redis connectivity if configured + redis = app.state.redis + if redis is not None: + try: + pong = await redis.ping() + if pong is False: + raise Exception('Redis PING returned False') + except Exception as e: + log.warning(f'Readiness check Redis ping failed: {e!r}') + raise HTTPException( + status_code=status.HTTP_503_SERVICE_UNAVAILABLE, + detail='Redis not ready', + ) + + return {'status': True} + + +@app.get('/health/db') async def healthcheck_with_db(): - ScopedSession.execute(text("SELECT 1;")).all() - return {"status": True} + ScopedSession.execute(text('SELECT 1;')).all() + return {'status': True} -app.mount("/static", StaticFiles(directory=STATIC_DIR), name="static") +app.mount('/static', StaticFiles(directory=STATIC_DIR), name='static') -@app.get("/cache/{path:path}") +@app.get('/cache/{path:path}') async def serve_cache_file( path: str, user=Depends(get_verified_user), @@ -2617,9 +2618,9 @@ async def serve_cache_file( file_path = os.path.abspath(os.path.join(CACHE_DIR, path)) # prevent path traversal if not file_path.startswith(os.path.abspath(CACHE_DIR)): - raise HTTPException(status_code=404, detail="File not found") + raise HTTPException(status_code=404, detail='File not found') if not os.path.isfile(file_path): - raise HTTPException(status_code=404, detail="File not found") + raise HTTPException(status_code=404, detail='File not found') return FileResponse(file_path) @@ -2627,22 +2628,20 @@ def swagger_ui_html(*args, **kwargs): return get_swagger_ui_html( *args, **kwargs, - swagger_js_url="/static/swagger-ui/swagger-ui-bundle.js", - swagger_css_url="/static/swagger-ui/swagger-ui.css", - swagger_favicon_url="/static/swagger-ui/favicon.png", + swagger_js_url='/static/swagger-ui/swagger-ui-bundle.js', + swagger_css_url='/static/swagger-ui/swagger-ui.css', + swagger_favicon_url='/static/swagger-ui/favicon.png', ) applications.get_swagger_ui_html = swagger_ui_html if os.path.exists(FRONTEND_BUILD_DIR): - mimetypes.add_type("text/javascript", ".js") + mimetypes.add_type('text/javascript', '.js') app.mount( - "/", + '/', SPAStaticFiles(directory=FRONTEND_BUILD_DIR, html=True), - name="spa-static-files", + name='spa-static-files', ) else: - log.warning( - f"Frontend build directory not found at '{FRONTEND_BUILD_DIR}'. Serving API only." - ) + log.warning(f"Frontend build directory not found at '{FRONTEND_BUILD_DIR}'. Serving API only.") diff --git a/backend/open_webui/migrations/env.py b/backend/open_webui/migrations/env.py index 720b90f5fc..9ee6c2dceb 100644 --- a/backend/open_webui/migrations/env.py +++ b/backend/open_webui/migrations/env.py @@ -16,7 +16,7 @@ if config.config_file_name is not None: fileConfig(config.config_file_name, disable_existing_loggers=False) # Re-apply JSON formatter after fileConfig replaces handlers. -if LOG_FORMAT == "json": +if LOG_FORMAT == 'json': from open_webui.env import JSONFormatter for handler in logging.root.handlers: @@ -36,7 +36,7 @@ target_metadata = Auth.metadata DB_URL = DATABASE_URL if DB_URL: - config.set_main_option("sqlalchemy.url", DB_URL.replace("%", "%%")) + config.set_main_option('sqlalchemy.url', DB_URL.replace('%', '%%')) def run_migrations_offline() -> None: @@ -51,12 +51,12 @@ def run_migrations_offline() -> None: script output. """ - url = config.get_main_option("sqlalchemy.url") + url = config.get_main_option('sqlalchemy.url') context.configure( url=url, target_metadata=target_metadata, literal_binds=True, - dialect_opts={"paramstyle": "named"}, + dialect_opts={'paramstyle': 'named'}, ) with context.begin_transaction(): @@ -71,15 +71,13 @@ def run_migrations_online() -> None: """ # Handle SQLCipher URLs - if DB_URL and DB_URL.startswith("sqlite+sqlcipher://"): - if not DATABASE_PASSWORD or DATABASE_PASSWORD.strip() == "": - raise ValueError( - "DATABASE_PASSWORD is required when using sqlite+sqlcipher:// URLs" - ) + if DB_URL and DB_URL.startswith('sqlite+sqlcipher://'): + if not DATABASE_PASSWORD or DATABASE_PASSWORD.strip() == '': + raise ValueError('DATABASE_PASSWORD is required when using sqlite+sqlcipher:// URLs') # Extract database path from SQLCipher URL - db_path = DB_URL.replace("sqlite+sqlcipher://", "") - if db_path.startswith("/"): + db_path = DB_URL.replace('sqlite+sqlcipher://', '') + if db_path.startswith('/'): db_path = db_path[1:] # Remove leading slash for relative paths # Create a custom creator function that uses sqlcipher3 @@ -91,7 +89,7 @@ def run_migrations_online() -> None: return conn connectable = create_engine( - "sqlite://", # Dummy URL since we're using creator + 'sqlite://', # Dummy URL since we're using creator creator=create_sqlcipher_connection, echo=False, ) @@ -99,7 +97,7 @@ def run_migrations_online() -> None: # Standard database connection (existing logic) connectable = engine_from_config( config.get_section(config.config_ini_section, {}), - prefix="sqlalchemy.", + prefix='sqlalchemy.', poolclass=pool.NullPool, ) diff --git a/backend/open_webui/migrations/util.py b/backend/open_webui/migrations/util.py index 955066602a..6ea2a5f4bb 100644 --- a/backend/open_webui/migrations/util.py +++ b/backend/open_webui/migrations/util.py @@ -12,4 +12,4 @@ def get_existing_tables(): def get_revision_id(): import uuid - return str(uuid.uuid4()).replace("-", "")[:12] + return str(uuid.uuid4()).replace('-', '')[:12] diff --git a/backend/open_webui/migrations/versions/018012973d35_add_indexes.py b/backend/open_webui/migrations/versions/018012973d35_add_indexes.py index 29af427108..c5016e1a8b 100644 --- a/backend/open_webui/migrations/versions/018012973d35_add_indexes.py +++ b/backend/open_webui/migrations/versions/018012973d35_add_indexes.py @@ -9,38 +9,38 @@ Create Date: 2025-08-13 03:00:00.000000 from alembic import op import sqlalchemy as sa -revision = "018012973d35" -down_revision = "d31026856c01" +revision = '018012973d35' +down_revision = 'd31026856c01' branch_labels = None depends_on = None def upgrade(): # Chat table indexes - op.create_index("folder_id_idx", "chat", ["folder_id"]) - op.create_index("user_id_pinned_idx", "chat", ["user_id", "pinned"]) - op.create_index("user_id_archived_idx", "chat", ["user_id", "archived"]) - op.create_index("updated_at_user_id_idx", "chat", ["updated_at", "user_id"]) - op.create_index("folder_id_user_id_idx", "chat", ["folder_id", "user_id"]) + op.create_index('folder_id_idx', 'chat', ['folder_id']) + op.create_index('user_id_pinned_idx', 'chat', ['user_id', 'pinned']) + op.create_index('user_id_archived_idx', 'chat', ['user_id', 'archived']) + op.create_index('updated_at_user_id_idx', 'chat', ['updated_at', 'user_id']) + op.create_index('folder_id_user_id_idx', 'chat', ['folder_id', 'user_id']) # Tag table index - op.create_index("user_id_idx", "tag", ["user_id"]) + op.create_index('user_id_idx', 'tag', ['user_id']) # Function table index - op.create_index("is_global_idx", "function", ["is_global"]) + op.create_index('is_global_idx', 'function', ['is_global']) def downgrade(): # Chat table indexes - op.drop_index("folder_id_idx", table_name="chat") - op.drop_index("user_id_pinned_idx", table_name="chat") - op.drop_index("user_id_archived_idx", table_name="chat") - op.drop_index("updated_at_user_id_idx", table_name="chat") - op.drop_index("folder_id_user_id_idx", table_name="chat") + op.drop_index('folder_id_idx', table_name='chat') + op.drop_index('user_id_pinned_idx', table_name='chat') + op.drop_index('user_id_archived_idx', table_name='chat') + op.drop_index('updated_at_user_id_idx', table_name='chat') + op.drop_index('folder_id_user_id_idx', table_name='chat') # Tag table index - op.drop_index("user_id_idx", table_name="tag") + op.drop_index('user_id_idx', table_name='tag') # Function table index - op.drop_index("is_global_idx", table_name="function") + op.drop_index('is_global_idx', table_name='function') diff --git a/backend/open_webui/migrations/versions/1af9b942657b_migrate_tags.py b/backend/open_webui/migrations/versions/1af9b942657b_migrate_tags.py index 8a0ab1b491..caffb7e3b4 100644 --- a/backend/open_webui/migrations/versions/1af9b942657b_migrate_tags.py +++ b/backend/open_webui/migrations/versions/1af9b942657b_migrate_tags.py @@ -13,8 +13,8 @@ from sqlalchemy.engine.reflection import Inspector import json -revision = "1af9b942657b" -down_revision = "242a2047eae0" +revision = '1af9b942657b' +down_revision = '242a2047eae0' branch_labels = None depends_on = None @@ -25,43 +25,40 @@ def upgrade(): inspector = Inspector.from_engine(conn) # Clean up potential leftover temp table from previous failures - conn.execute(sa.text("DROP TABLE IF EXISTS _alembic_tmp_tag")) + conn.execute(sa.text('DROP TABLE IF EXISTS _alembic_tmp_tag')) # Check if the 'tag' table exists tables = inspector.get_table_names() # Step 1: Modify Tag table using batch mode for SQLite support - if "tag" in tables: + if 'tag' in tables: # Get the current columns in the 'tag' table - columns = [col["name"] for col in inspector.get_columns("tag")] + columns = [col['name'] for col in inspector.get_columns('tag')] # Get any existing unique constraints on the 'tag' table - current_constraints = inspector.get_unique_constraints("tag") + current_constraints = inspector.get_unique_constraints('tag') - with op.batch_alter_table("tag", schema=None) as batch_op: + with op.batch_alter_table('tag', schema=None) as batch_op: # Check if the unique constraint already exists - if not any( - constraint["name"] == "uq_id_user_id" - for constraint in current_constraints - ): + if not any(constraint['name'] == 'uq_id_user_id' for constraint in current_constraints): # Create unique constraint if it doesn't exist - batch_op.create_unique_constraint("uq_id_user_id", ["id", "user_id"]) + batch_op.create_unique_constraint('uq_id_user_id', ['id', 'user_id']) # Check if the 'data' column exists before trying to drop it - if "data" in columns: - batch_op.drop_column("data") + if 'data' in columns: + batch_op.drop_column('data') # Check if the 'meta' column needs to be created - if "meta" not in columns: + if 'meta' not in columns: # Add the 'meta' column if it doesn't already exist - batch_op.add_column(sa.Column("meta", sa.JSON(), nullable=True)) + batch_op.add_column(sa.Column('meta', sa.JSON(), nullable=True)) tag = table( - "tag", - column("id", sa.String()), - column("name", sa.String()), - column("user_id", sa.String()), - column("meta", sa.JSON()), + 'tag', + column('id', sa.String()), + column('name', sa.String()), + column('user_id', sa.String()), + column('meta', sa.JSON()), ) # Step 2: Migrate tags @@ -70,12 +67,12 @@ def upgrade(): tag_updates = {} for row in result: - new_id = row.name.replace(" ", "_").lower() + new_id = row.name.replace(' ', '_').lower() tag_updates[row.id] = new_id for tag_id, new_tag_id in tag_updates.items(): - print(f"Updating tag {tag_id} to {new_tag_id}") - if new_tag_id == "pinned": + print(f'Updating tag {tag_id} to {new_tag_id}') + if new_tag_id == 'pinned': # delete tag delete_stmt = sa.delete(tag).where(tag.c.id == tag_id) conn.execute(delete_stmt) @@ -86,9 +83,7 @@ def upgrade(): if existing_tag_result: # Handle duplicate case: the new_tag_id already exists - print( - f"Tag {new_tag_id} already exists. Removing current tag with ID {tag_id} to avoid duplicates." - ) + print(f'Tag {new_tag_id} already exists. Removing current tag with ID {tag_id} to avoid duplicates.') # Option 1: Delete the current tag if an update to new_tag_id would cause duplication delete_stmt = sa.delete(tag).where(tag.c.id == tag_id) conn.execute(delete_stmt) @@ -98,19 +93,15 @@ def upgrade(): conn.execute(update_stmt) # Add columns `pinned` and `meta` to 'chat' - op.add_column("chat", sa.Column("pinned", sa.Boolean(), nullable=True)) - op.add_column( - "chat", sa.Column("meta", sa.JSON(), nullable=False, server_default="{}") - ) + op.add_column('chat', sa.Column('pinned', sa.Boolean(), nullable=True)) + op.add_column('chat', sa.Column('meta', sa.JSON(), nullable=False, server_default='{}')) - chatidtag = table( - "chatidtag", column("chat_id", sa.String()), column("tag_name", sa.String()) - ) + chatidtag = table('chatidtag', column('chat_id', sa.String()), column('tag_name', sa.String())) chat = table( - "chat", - column("id", sa.String()), - column("pinned", sa.Boolean()), - column("meta", sa.JSON()), + 'chat', + column('id', sa.String()), + column('pinned', sa.Boolean()), + column('meta', sa.JSON()), ) # Fetch existing tags @@ -120,29 +111,27 @@ def upgrade(): chat_updates = {} for row in result: chat_id = row.chat_id - tag_name = row.tag_name.replace(" ", "_").lower() + tag_name = row.tag_name.replace(' ', '_').lower() - if tag_name == "pinned": + if tag_name == 'pinned': # Specifically handle 'pinned' tag if chat_id not in chat_updates: - chat_updates[chat_id] = {"pinned": True, "meta": {}} + chat_updates[chat_id] = {'pinned': True, 'meta': {}} else: - chat_updates[chat_id]["pinned"] = True + chat_updates[chat_id]['pinned'] = True else: if chat_id not in chat_updates: - chat_updates[chat_id] = {"pinned": False, "meta": {"tags": [tag_name]}} + chat_updates[chat_id] = {'pinned': False, 'meta': {'tags': [tag_name]}} else: - tags = chat_updates[chat_id]["meta"].get("tags", []) + tags = chat_updates[chat_id]['meta'].get('tags', []) tags.append(tag_name) - chat_updates[chat_id]["meta"]["tags"] = list(set(tags)) + chat_updates[chat_id]['meta']['tags'] = list(set(tags)) # Update chats based on accumulated changes for chat_id, updates in chat_updates.items(): update_stmt = sa.update(chat).where(chat.c.id == chat_id) - update_stmt = update_stmt.values( - meta=updates.get("meta", {}), pinned=updates.get("pinned", False) - ) + update_stmt = update_stmt.values(meta=updates.get('meta', {}), pinned=updates.get('pinned', False)) conn.execute(update_stmt) pass diff --git a/backend/open_webui/migrations/versions/242a2047eae0_update_chat_table.py b/backend/open_webui/migrations/versions/242a2047eae0_update_chat_table.py index 6017da3169..7fadb05a92 100644 --- a/backend/open_webui/migrations/versions/242a2047eae0_update_chat_table.py +++ b/backend/open_webui/migrations/versions/242a2047eae0_update_chat_table.py @@ -12,8 +12,8 @@ from sqlalchemy.sql import table, select, update import json -revision = "242a2047eae0" -down_revision = "6a39f3d8e55c" +revision = '242a2047eae0' +down_revision = '6a39f3d8e55c' branch_labels = None depends_on = None @@ -22,39 +22,37 @@ def upgrade(): conn = op.get_bind() inspector = sa.inspect(conn) - columns = inspector.get_columns("chat") - column_dict = {col["name"]: col for col in columns} + columns = inspector.get_columns('chat') + column_dict = {col['name']: col for col in columns} - chat_column = column_dict.get("chat") - old_chat_exists = "old_chat" in column_dict + chat_column = column_dict.get('chat') + old_chat_exists = 'old_chat' in column_dict if chat_column: - if isinstance(chat_column["type"], sa.Text): + if isinstance(chat_column['type'], sa.Text): print("Converting 'chat' column to JSON") if old_chat_exists: print("Dropping old 'old_chat' column") - op.drop_column("chat", "old_chat") + op.drop_column('chat', 'old_chat') # Step 1: Rename current 'chat' column to 'old_chat' print("Renaming 'chat' column to 'old_chat'") - op.alter_column( - "chat", "chat", new_column_name="old_chat", existing_type=sa.Text() - ) + op.alter_column('chat', 'chat', new_column_name='old_chat', existing_type=sa.Text()) # Step 2: Add new 'chat' column of type JSON print("Adding new 'chat' column of type JSON") - op.add_column("chat", sa.Column("chat", sa.JSON(), nullable=True)) + op.add_column('chat', sa.Column('chat', sa.JSON(), nullable=True)) else: # If the column is already JSON, no need to do anything pass # Step 3: Migrate data from 'old_chat' to 'chat' chat_table = table( - "chat", - sa.Column("id", sa.String(), primary_key=True), - sa.Column("old_chat", sa.Text()), - sa.Column("chat", sa.JSON()), + 'chat', + sa.Column('id', sa.String(), primary_key=True), + sa.Column('old_chat', sa.Text()), + sa.Column('chat', sa.JSON()), ) # - Selecting all data from the table @@ -67,41 +65,33 @@ def upgrade(): except json.JSONDecodeError: json_data = None # Handle cases where the text cannot be converted to JSON - connection.execute( - sa.update(chat_table) - .where(chat_table.c.id == row.id) - .values(chat=json_data) - ) + connection.execute(sa.update(chat_table).where(chat_table.c.id == row.id).values(chat=json_data)) # Step 4: Drop 'old_chat' column print("Dropping 'old_chat' column") - op.drop_column("chat", "old_chat") + op.drop_column('chat', 'old_chat') def downgrade(): # Step 1: Add 'old_chat' column back as Text - op.add_column("chat", sa.Column("old_chat", sa.Text(), nullable=True)) + op.add_column('chat', sa.Column('old_chat', sa.Text(), nullable=True)) # Step 2: Convert 'chat' JSON data back to text and store in 'old_chat' chat_table = table( - "chat", - sa.Column("id", sa.String(), primary_key=True), - sa.Column("chat", sa.JSON()), - sa.Column("old_chat", sa.Text()), + 'chat', + sa.Column('id', sa.String(), primary_key=True), + sa.Column('chat', sa.JSON()), + sa.Column('old_chat', sa.Text()), ) connection = op.get_bind() results = connection.execute(select(chat_table.c.id, chat_table.c.chat)) for row in results: text_data = json.dumps(row.chat) if row.chat is not None else None - connection.execute( - sa.update(chat_table) - .where(chat_table.c.id == row.id) - .values(old_chat=text_data) - ) + connection.execute(sa.update(chat_table).where(chat_table.c.id == row.id).values(old_chat=text_data)) # Step 3: Remove the new 'chat' JSON column - op.drop_column("chat", "chat") + op.drop_column('chat', 'chat') # Step 4: Rename 'old_chat' back to 'chat' - op.alter_column("chat", "old_chat", new_column_name="chat", existing_type=sa.Text()) + op.alter_column('chat', 'old_chat', new_column_name='chat', existing_type=sa.Text()) diff --git a/backend/open_webui/migrations/versions/2f1211949ecc_update_message_and_channel_member_table.py b/backend/open_webui/migrations/versions/2f1211949ecc_update_message_and_channel_member_table.py index 1a4ae73180..51a8e329f1 100644 --- a/backend/open_webui/migrations/versions/2f1211949ecc_update_message_and_channel_member_table.py +++ b/backend/open_webui/migrations/versions/2f1211949ecc_update_message_and_channel_member_table.py @@ -13,19 +13,19 @@ import sqlalchemy as sa import open_webui.internal.db # revision identifiers, used by Alembic. -revision: str = "2f1211949ecc" -down_revision: Union[str, None] = "37f288994c47" +revision: str = '2f1211949ecc' +down_revision: Union[str, None] = '37f288994c47' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: # New columns to be added to channel_member table - op.add_column("channel_member", sa.Column("status", sa.Text(), nullable=True)) + op.add_column('channel_member', sa.Column('status', sa.Text(), nullable=True)) op.add_column( - "channel_member", + 'channel_member', sa.Column( - "is_active", + 'is_active', sa.Boolean(), nullable=False, default=True, @@ -34,9 +34,9 @@ def upgrade() -> None: ) op.add_column( - "channel_member", + 'channel_member', sa.Column( - "is_channel_muted", + 'is_channel_muted', sa.Boolean(), nullable=False, default=False, @@ -44,9 +44,9 @@ def upgrade() -> None: ), ) op.add_column( - "channel_member", + 'channel_member', sa.Column( - "is_channel_pinned", + 'is_channel_pinned', sa.Boolean(), nullable=False, default=False, @@ -54,49 +54,41 @@ def upgrade() -> None: ), ) - op.add_column("channel_member", sa.Column("data", sa.JSON(), nullable=True)) - op.add_column("channel_member", sa.Column("meta", sa.JSON(), nullable=True)) + op.add_column('channel_member', sa.Column('data', sa.JSON(), nullable=True)) + op.add_column('channel_member', sa.Column('meta', sa.JSON(), nullable=True)) - op.add_column( - "channel_member", sa.Column("joined_at", sa.BigInteger(), nullable=False) - ) - op.add_column( - "channel_member", sa.Column("left_at", sa.BigInteger(), nullable=True) - ) + op.add_column('channel_member', sa.Column('joined_at', sa.BigInteger(), nullable=False)) + op.add_column('channel_member', sa.Column('left_at', sa.BigInteger(), nullable=True)) - op.add_column( - "channel_member", sa.Column("last_read_at", sa.BigInteger(), nullable=True) - ) + op.add_column('channel_member', sa.Column('last_read_at', sa.BigInteger(), nullable=True)) - op.add_column( - "channel_member", sa.Column("updated_at", sa.BigInteger(), nullable=True) - ) + op.add_column('channel_member', sa.Column('updated_at', sa.BigInteger(), nullable=True)) # New columns to be added to message table op.add_column( - "message", + 'message', sa.Column( - "is_pinned", + 'is_pinned', sa.Boolean(), nullable=False, default=False, server_default=sa.sql.expression.false(), ), ) - op.add_column("message", sa.Column("pinned_at", sa.BigInteger(), nullable=True)) - op.add_column("message", sa.Column("pinned_by", sa.Text(), nullable=True)) + op.add_column('message', sa.Column('pinned_at', sa.BigInteger(), nullable=True)) + op.add_column('message', sa.Column('pinned_by', sa.Text(), nullable=True)) def downgrade() -> None: - op.drop_column("channel_member", "updated_at") - op.drop_column("channel_member", "last_read_at") + op.drop_column('channel_member', 'updated_at') + op.drop_column('channel_member', 'last_read_at') - op.drop_column("channel_member", "meta") - op.drop_column("channel_member", "data") + op.drop_column('channel_member', 'meta') + op.drop_column('channel_member', 'data') - op.drop_column("channel_member", "is_channel_pinned") - op.drop_column("channel_member", "is_channel_muted") + op.drop_column('channel_member', 'is_channel_pinned') + op.drop_column('channel_member', 'is_channel_muted') - op.drop_column("message", "pinned_by") - op.drop_column("message", "pinned_at") - op.drop_column("message", "is_pinned") + op.drop_column('message', 'pinned_by') + op.drop_column('message', 'pinned_at') + op.drop_column('message', 'is_pinned') diff --git a/backend/open_webui/migrations/versions/374d2f66af06_add_prompt_history_table.py b/backend/open_webui/migrations/versions/374d2f66af06_add_prompt_history_table.py index 57bc8748e3..c412107032 100644 --- a/backend/open_webui/migrations/versions/374d2f66af06_add_prompt_history_table.py +++ b/backend/open_webui/migrations/versions/374d2f66af06_add_prompt_history_table.py @@ -12,8 +12,8 @@ import uuid from alembic import op import sqlalchemy as sa -revision: str = "374d2f66af06" -down_revision: Union[str, None] = "c440947495f3" +revision: str = '374d2f66af06' +down_revision: Union[str, None] = 'c440947495f3' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None @@ -26,13 +26,13 @@ def upgrade() -> None: # We need to assume the OLD structure. old_prompt_table = sa.table( - "prompt", - sa.column("command", sa.Text()), - sa.column("user_id", sa.Text()), - sa.column("title", sa.Text()), - sa.column("content", sa.Text()), - sa.column("timestamp", sa.BigInteger()), - sa.column("access_control", sa.JSON()), + 'prompt', + sa.column('command', sa.Text()), + sa.column('user_id', sa.Text()), + sa.column('title', sa.Text()), + sa.column('content', sa.Text()), + sa.column('timestamp', sa.BigInteger()), + sa.column('access_control', sa.JSON()), ) # Check if table exists/read data @@ -53,61 +53,61 @@ def upgrade() -> None: # Step 2: Create new prompt table with 'id' as PRIMARY KEY op.create_table( - "prompt_new", - sa.Column("id", sa.Text(), primary_key=True), - sa.Column("command", sa.String(), unique=True, index=True), - sa.Column("user_id", sa.String(), nullable=False), - sa.Column("name", sa.Text(), nullable=False), - sa.Column("content", sa.Text(), nullable=False), - sa.Column("data", sa.JSON(), nullable=True), - sa.Column("meta", sa.JSON(), nullable=True), - sa.Column("access_control", sa.JSON(), nullable=True), - sa.Column("is_active", sa.Boolean(), nullable=False, server_default="1"), - sa.Column("version_id", sa.Text(), nullable=True), - sa.Column("tags", sa.JSON(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=False), - sa.Column("updated_at", sa.BigInteger(), nullable=False), + 'prompt_new', + sa.Column('id', sa.Text(), primary_key=True), + sa.Column('command', sa.String(), unique=True, index=True), + sa.Column('user_id', sa.String(), nullable=False), + sa.Column('name', sa.Text(), nullable=False), + sa.Column('content', sa.Text(), nullable=False), + sa.Column('data', sa.JSON(), nullable=True), + sa.Column('meta', sa.JSON(), nullable=True), + sa.Column('access_control', sa.JSON(), nullable=True), + sa.Column('is_active', sa.Boolean(), nullable=False, server_default='1'), + sa.Column('version_id', sa.Text(), nullable=True), + sa.Column('tags', sa.JSON(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=False), ) # Step 3: Create prompt_history table op.create_table( - "prompt_history", - sa.Column("id", sa.Text(), primary_key=True), - sa.Column("prompt_id", sa.Text(), nullable=False, index=True), - sa.Column("parent_id", sa.Text(), nullable=True), - sa.Column("snapshot", sa.JSON(), nullable=False), - sa.Column("user_id", sa.Text(), nullable=False), - sa.Column("commit_message", sa.Text(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=False), + 'prompt_history', + sa.Column('id', sa.Text(), primary_key=True), + sa.Column('prompt_id', sa.Text(), nullable=False, index=True), + sa.Column('parent_id', sa.Text(), nullable=True), + sa.Column('snapshot', sa.JSON(), nullable=False), + sa.Column('user_id', sa.Text(), nullable=False), + sa.Column('commit_message', sa.Text(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=False), ) # Step 4: Migrate data prompt_new_table = sa.table( - "prompt_new", - sa.column("id", sa.Text()), - sa.column("command", sa.String()), - sa.column("user_id", sa.String()), - sa.column("name", sa.Text()), - sa.column("content", sa.Text()), - sa.column("data", sa.JSON()), - sa.column("meta", sa.JSON()), - sa.column("access_control", sa.JSON()), - sa.column("is_active", sa.Boolean()), - sa.column("version_id", sa.Text()), - sa.column("tags", sa.JSON()), - sa.column("created_at", sa.BigInteger()), - sa.column("updated_at", sa.BigInteger()), + 'prompt_new', + sa.column('id', sa.Text()), + sa.column('command', sa.String()), + sa.column('user_id', sa.String()), + sa.column('name', sa.Text()), + sa.column('content', sa.Text()), + sa.column('data', sa.JSON()), + sa.column('meta', sa.JSON()), + sa.column('access_control', sa.JSON()), + sa.column('is_active', sa.Boolean()), + sa.column('version_id', sa.Text()), + sa.column('tags', sa.JSON()), + sa.column('created_at', sa.BigInteger()), + sa.column('updated_at', sa.BigInteger()), ) prompt_history_table = sa.table( - "prompt_history", - sa.column("id", sa.Text()), - sa.column("prompt_id", sa.Text()), - sa.column("parent_id", sa.Text()), - sa.column("snapshot", sa.JSON()), - sa.column("user_id", sa.Text()), - sa.column("commit_message", sa.Text()), - sa.column("created_at", sa.BigInteger()), + 'prompt_history', + sa.column('id', sa.Text()), + sa.column('prompt_id', sa.Text()), + sa.column('parent_id', sa.Text()), + sa.column('snapshot', sa.JSON()), + sa.column('user_id', sa.Text()), + sa.column('commit_message', sa.Text()), + sa.column('created_at', sa.BigInteger()), ) for row in existing_prompts: @@ -120,7 +120,7 @@ def upgrade() -> None: new_uuid = str(uuid.uuid4()) history_uuid = str(uuid.uuid4()) - clean_command = command[1:] if command and command.startswith("/") else command + clean_command = command[1:] if command and command.startswith('/') else command # Insert into prompt_new conn.execute( @@ -148,12 +148,12 @@ def upgrade() -> None: prompt_id=new_uuid, parent_id=None, snapshot={ - "name": title, - "content": content, - "command": clean_command, - "data": {}, - "meta": {}, - "access_control": access_control, + 'name': title, + 'content': content, + 'command': clean_command, + 'data': {}, + 'meta': {}, + 'access_control': access_control, }, user_id=user_id, commit_message=None, @@ -162,8 +162,8 @@ def upgrade() -> None: ) # Step 5: Replace old table with new one - op.drop_table("prompt") - op.rename_table("prompt_new", "prompt") + op.drop_table('prompt') + op.rename_table('prompt_new', 'prompt') def downgrade() -> None: @@ -171,13 +171,13 @@ def downgrade() -> None: # Step 1: Read new data prompt_table = sa.table( - "prompt", - sa.column("command", sa.String()), - sa.column("name", sa.Text()), - sa.column("created_at", sa.BigInteger()), - sa.column("user_id", sa.Text()), - sa.column("content", sa.Text()), - sa.column("access_control", sa.JSON()), + 'prompt', + sa.column('command', sa.String()), + sa.column('name', sa.Text()), + sa.column('created_at', sa.BigInteger()), + sa.column('user_id', sa.Text()), + sa.column('content', sa.Text()), + sa.column('access_control', sa.JSON()), ) try: @@ -195,31 +195,31 @@ def downgrade() -> None: current_data = [] # Step 2: Drop history and table - op.drop_table("prompt_history") - op.drop_table("prompt") + op.drop_table('prompt_history') + op.drop_table('prompt') # Step 3: Recreate old table (command as PK?) # Assuming old schema: op.create_table( - "prompt", - sa.Column("command", sa.String(), primary_key=True), - sa.Column("user_id", sa.String()), - sa.Column("title", sa.Text()), - sa.Column("content", sa.Text()), - sa.Column("timestamp", sa.BigInteger()), - sa.Column("access_control", sa.JSON()), - sa.Column("id", sa.Integer(), nullable=True), + 'prompt', + sa.Column('command', sa.String(), primary_key=True), + sa.Column('user_id', sa.String()), + sa.Column('title', sa.Text()), + sa.Column('content', sa.Text()), + sa.Column('timestamp', sa.BigInteger()), + sa.Column('access_control', sa.JSON()), + sa.Column('id', sa.Integer(), nullable=True), ) # Step 4: Restore data old_prompt_table = sa.table( - "prompt", - sa.column("command", sa.String()), - sa.column("user_id", sa.String()), - sa.column("title", sa.Text()), - sa.column("content", sa.Text()), - sa.column("timestamp", sa.BigInteger()), - sa.column("access_control", sa.JSON()), + 'prompt', + sa.column('command', sa.String()), + sa.column('user_id', sa.String()), + sa.column('title', sa.Text()), + sa.column('content', sa.Text()), + sa.column('timestamp', sa.BigInteger()), + sa.column('access_control', sa.JSON()), ) for row in current_data: @@ -231,9 +231,7 @@ def downgrade() -> None: access_control = row[5] # Restore leading / - old_command = ( - "/" + command if command and not command.startswith("/") else command - ) + old_command = '/' + command if command and not command.startswith('/') else command conn.execute( sa.insert(old_prompt_table).values( diff --git a/backend/open_webui/migrations/versions/3781e22d8b01_update_message_table.py b/backend/open_webui/migrations/versions/3781e22d8b01_update_message_table.py index 16fb0e85eb..170137f23c 100644 --- a/backend/open_webui/migrations/versions/3781e22d8b01_update_message_table.py +++ b/backend/open_webui/migrations/versions/3781e22d8b01_update_message_table.py @@ -9,8 +9,8 @@ Create Date: 2024-12-30 03:00:00.000000 from alembic import op import sqlalchemy as sa -revision = "3781e22d8b01" -down_revision = "7826ab40b532" +revision = '3781e22d8b01' +down_revision = '7826ab40b532' branch_labels = None depends_on = None @@ -18,9 +18,9 @@ depends_on = None def upgrade(): # Add 'type' column to the 'channel' table op.add_column( - "channel", + 'channel', sa.Column( - "type", + 'type', sa.Text(), nullable=True, ), @@ -28,43 +28,31 @@ def upgrade(): # Add 'parent_id' column to the 'message' table for threads op.add_column( - "message", - sa.Column("parent_id", sa.Text(), nullable=True), + 'message', + sa.Column('parent_id', sa.Text(), nullable=True), ) op.create_table( - "message_reaction", - sa.Column( - "id", sa.Text(), nullable=False, primary_key=True, unique=True - ), # Unique reaction ID - sa.Column("user_id", sa.Text(), nullable=False), # User who reacted - sa.Column( - "message_id", sa.Text(), nullable=False - ), # Message that was reacted to - sa.Column( - "name", sa.Text(), nullable=False - ), # Reaction name (e.g. "thumbs_up") - sa.Column( - "created_at", sa.BigInteger(), nullable=True - ), # Timestamp of when the reaction was added + 'message_reaction', + sa.Column('id', sa.Text(), nullable=False, primary_key=True, unique=True), # Unique reaction ID + sa.Column('user_id', sa.Text(), nullable=False), # User who reacted + sa.Column('message_id', sa.Text(), nullable=False), # Message that was reacted to + sa.Column('name', sa.Text(), nullable=False), # Reaction name (e.g. "thumbs_up") + sa.Column('created_at', sa.BigInteger(), nullable=True), # Timestamp of when the reaction was added ) op.create_table( - "channel_member", - sa.Column( - "id", sa.Text(), nullable=False, primary_key=True, unique=True - ), # Record ID for the membership row - sa.Column("channel_id", sa.Text(), nullable=False), # Associated channel - sa.Column("user_id", sa.Text(), nullable=False), # Associated user - sa.Column( - "created_at", sa.BigInteger(), nullable=True - ), # Timestamp of when the user joined the channel + 'channel_member', + sa.Column('id', sa.Text(), nullable=False, primary_key=True, unique=True), # Record ID for the membership row + sa.Column('channel_id', sa.Text(), nullable=False), # Associated channel + sa.Column('user_id', sa.Text(), nullable=False), # Associated user + sa.Column('created_at', sa.BigInteger(), nullable=True), # Timestamp of when the user joined the channel ) def downgrade(): # Revert 'type' column addition to the 'channel' table - op.drop_column("channel", "type") - op.drop_column("message", "parent_id") - op.drop_table("message_reaction") - op.drop_table("channel_member") + op.drop_column('channel', 'type') + op.drop_column('message', 'parent_id') + op.drop_table('message_reaction') + op.drop_table('channel_member') diff --git a/backend/open_webui/migrations/versions/37f288994c47_add_group_member_table.py b/backend/open_webui/migrations/versions/37f288994c47_add_group_member_table.py index 229bb8cffb..4bf24d3b46 100644 --- a/backend/open_webui/migrations/versions/37f288994c47_add_group_member_table.py +++ b/backend/open_webui/migrations/versions/37f288994c47_add_group_member_table.py @@ -15,8 +15,8 @@ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. -revision: str = "37f288994c47" -down_revision: Union[str, None] = "a5c220713937" +revision: str = '37f288994c47' +down_revision: Union[str, None] = 'a5c220713937' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None @@ -24,50 +24,48 @@ depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: # 1. Create new table op.create_table( - "group_member", - sa.Column("id", sa.Text(), primary_key=True, unique=True, nullable=False), + 'group_member', + sa.Column('id', sa.Text(), primary_key=True, unique=True, nullable=False), sa.Column( - "group_id", + 'group_id', sa.Text(), - sa.ForeignKey("group.id", ondelete="CASCADE"), + sa.ForeignKey('group.id', ondelete='CASCADE'), nullable=False, ), sa.Column( - "user_id", + 'user_id', sa.Text(), - sa.ForeignKey("user.id", ondelete="CASCADE"), + sa.ForeignKey('user.id', ondelete='CASCADE'), nullable=False, ), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), - sa.UniqueConstraint("group_id", "user_id", name="uq_group_member_group_user"), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), + sa.UniqueConstraint('group_id', 'user_id', name='uq_group_member_group_user'), ) connection = op.get_bind() # 2. Read existing group with user_ids JSON column group_table = sa.Table( - "group", + 'group', sa.MetaData(), - sa.Column("id", sa.Text()), - sa.Column("user_ids", sa.JSON()), # JSON stored as text in SQLite + PG + sa.Column('id', sa.Text()), + sa.Column('user_ids', sa.JSON()), # JSON stored as text in SQLite + PG ) - results = connection.execute( - sa.select(group_table.c.id, group_table.c.user_ids) - ).fetchall() + results = connection.execute(sa.select(group_table.c.id, group_table.c.user_ids)).fetchall() print(results) # 3. Insert members into group_member table gm_table = sa.Table( - "group_member", + 'group_member', sa.MetaData(), - sa.Column("id", sa.Text()), - sa.Column("group_id", sa.Text()), - sa.Column("user_id", sa.Text()), - sa.Column("created_at", sa.BigInteger()), - sa.Column("updated_at", sa.BigInteger()), + sa.Column('id', sa.Text()), + sa.Column('group_id', sa.Text()), + sa.Column('user_id', sa.Text()), + sa.Column('created_at', sa.BigInteger()), + sa.Column('updated_at', sa.BigInteger()), ) now = int(time.time()) @@ -86,11 +84,11 @@ def upgrade() -> None: rows = [ { - "id": str(uuid.uuid4()), - "group_id": group_id, - "user_id": uid, - "created_at": now, - "updated_at": now, + 'id': str(uuid.uuid4()), + 'group_id': group_id, + 'user_id': uid, + 'created_at': now, + 'updated_at': now, } for uid in user_ids ] @@ -99,47 +97,41 @@ def upgrade() -> None: connection.execute(gm_table.insert(), rows) # 4. Optionally drop the old column - with op.batch_alter_table("group") as batch: - batch.drop_column("user_ids") + with op.batch_alter_table('group') as batch: + batch.drop_column('user_ids') def downgrade(): # Reverse: restore user_ids column - with op.batch_alter_table("group") as batch: - batch.add_column(sa.Column("user_ids", sa.JSON())) + with op.batch_alter_table('group') as batch: + batch.add_column(sa.Column('user_ids', sa.JSON())) connection = op.get_bind() gm_table = sa.Table( - "group_member", + 'group_member', sa.MetaData(), - sa.Column("group_id", sa.Text()), - sa.Column("user_id", sa.Text()), - sa.Column("created_at", sa.BigInteger()), - sa.Column("updated_at", sa.BigInteger()), + sa.Column('group_id', sa.Text()), + sa.Column('user_id', sa.Text()), + sa.Column('created_at', sa.BigInteger()), + sa.Column('updated_at', sa.BigInteger()), ) group_table = sa.Table( - "group", + 'group', sa.MetaData(), - sa.Column("id", sa.Text()), - sa.Column("user_ids", sa.JSON()), + sa.Column('id', sa.Text()), + sa.Column('user_ids', sa.JSON()), ) # Build JSON arrays again results = connection.execute(sa.select(group_table.c.id)).fetchall() for (group_id,) in results: - members = connection.execute( - sa.select(gm_table.c.user_id).where(gm_table.c.group_id == group_id) - ).fetchall() + members = connection.execute(sa.select(gm_table.c.user_id).where(gm_table.c.group_id == group_id)).fetchall() member_ids = [m[0] for m in members] - connection.execute( - group_table.update() - .where(group_table.c.id == group_id) - .values(user_ids=member_ids) - ) + connection.execute(group_table.update().where(group_table.c.id == group_id).values(user_ids=member_ids)) # Drop the new table - op.drop_table("group_member") + op.drop_table('group_member') diff --git a/backend/open_webui/migrations/versions/38d63c18f30f_add_oauth_session_table.py b/backend/open_webui/migrations/versions/38d63c18f30f_add_oauth_session_table.py index af8340a3cb..d415f500f3 100644 --- a/backend/open_webui/migrations/versions/38d63c18f30f_add_oauth_session_table.py +++ b/backend/open_webui/migrations/versions/38d63c18f30f_add_oauth_session_table.py @@ -12,8 +12,8 @@ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. -revision: str = "38d63c18f30f" -down_revision: Union[str, None] = "3af16a1c9fb6" +revision: str = '38d63c18f30f' +down_revision: Union[str, None] = '3af16a1c9fb6' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None @@ -21,59 +21,55 @@ depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: # Ensure 'id' column in 'user' table is unique and primary key (ForeignKey constraint) inspector = sa.inspect(op.get_bind()) - columns = inspector.get_columns("user") + columns = inspector.get_columns('user') - pk_columns = inspector.get_pk_constraint("user")["constrained_columns"] - id_column = next((col for col in columns if col["name"] == "id"), None) + pk_columns = inspector.get_pk_constraint('user')['constrained_columns'] + id_column = next((col for col in columns if col['name'] == 'id'), None) - if id_column and not id_column.get("unique", False): - unique_constraints = inspector.get_unique_constraints("user") - unique_columns = {tuple(u["column_names"]) for u in unique_constraints} + if id_column and not id_column.get('unique', False): + unique_constraints = inspector.get_unique_constraints('user') + unique_columns = {tuple(u['column_names']) for u in unique_constraints} - with op.batch_alter_table("user") as batch_op: + with op.batch_alter_table('user') as batch_op: # If primary key is wrong, drop it - if pk_columns and pk_columns != ["id"]: - batch_op.drop_constraint( - inspector.get_pk_constraint("user")["name"], type_="primary" - ) + if pk_columns and pk_columns != ['id']: + batch_op.drop_constraint(inspector.get_pk_constraint('user')['name'], type_='primary') # Add unique constraint if missing - if ("id",) not in unique_columns: - batch_op.create_unique_constraint("uq_user_id", ["id"]) + if ('id',) not in unique_columns: + batch_op.create_unique_constraint('uq_user_id', ['id']) # Re-create correct primary key - batch_op.create_primary_key("pk_user_id", ["id"]) + batch_op.create_primary_key('pk_user_id', ['id']) # Create oauth_session table op.create_table( - "oauth_session", - sa.Column("id", sa.Text(), primary_key=True, nullable=False, unique=True), + 'oauth_session', + sa.Column('id', sa.Text(), primary_key=True, nullable=False, unique=True), sa.Column( - "user_id", + 'user_id', sa.Text(), - sa.ForeignKey("user.id", ondelete="CASCADE"), + sa.ForeignKey('user.id', ondelete='CASCADE'), nullable=False, ), - sa.Column("provider", sa.Text(), nullable=False), - sa.Column("token", sa.Text(), nullable=False), - sa.Column("expires_at", sa.BigInteger(), nullable=False), - sa.Column("created_at", sa.BigInteger(), nullable=False), - sa.Column("updated_at", sa.BigInteger(), nullable=False), + sa.Column('provider', sa.Text(), nullable=False), + sa.Column('token', sa.Text(), nullable=False), + sa.Column('expires_at', sa.BigInteger(), nullable=False), + sa.Column('created_at', sa.BigInteger(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=False), ) # Create indexes for better performance - op.create_index("idx_oauth_session_user_id", "oauth_session", ["user_id"]) - op.create_index("idx_oauth_session_expires_at", "oauth_session", ["expires_at"]) - op.create_index( - "idx_oauth_session_user_provider", "oauth_session", ["user_id", "provider"] - ) + op.create_index('idx_oauth_session_user_id', 'oauth_session', ['user_id']) + op.create_index('idx_oauth_session_expires_at', 'oauth_session', ['expires_at']) + op.create_index('idx_oauth_session_user_provider', 'oauth_session', ['user_id', 'provider']) def downgrade() -> None: # Drop indexes first - op.drop_index("idx_oauth_session_user_provider", table_name="oauth_session") - op.drop_index("idx_oauth_session_expires_at", table_name="oauth_session") - op.drop_index("idx_oauth_session_user_id", table_name="oauth_session") + op.drop_index('idx_oauth_session_user_provider', table_name='oauth_session') + op.drop_index('idx_oauth_session_expires_at', table_name='oauth_session') + op.drop_index('idx_oauth_session_user_id', table_name='oauth_session') # Drop the table - op.drop_table("oauth_session") + op.drop_table('oauth_session') diff --git a/backend/open_webui/migrations/versions/3ab32c4b8f59_update_tags.py b/backend/open_webui/migrations/versions/3ab32c4b8f59_update_tags.py index 6e010424b0..31bd355ede 100644 --- a/backend/open_webui/migrations/versions/3ab32c4b8f59_update_tags.py +++ b/backend/open_webui/migrations/versions/3ab32c4b8f59_update_tags.py @@ -13,8 +13,8 @@ from sqlalchemy.engine.reflection import Inspector import json -revision = "3ab32c4b8f59" -down_revision = "1af9b942657b" +revision = '3ab32c4b8f59' +down_revision = '1af9b942657b' branch_labels = None depends_on = None @@ -24,58 +24,55 @@ def upgrade(): inspector = Inspector.from_engine(conn) # Inspecting the 'tag' table constraints and structure - existing_pk = inspector.get_pk_constraint("tag") - unique_constraints = inspector.get_unique_constraints("tag") - existing_indexes = inspector.get_indexes("tag") + existing_pk = inspector.get_pk_constraint('tag') + unique_constraints = inspector.get_unique_constraints('tag') + existing_indexes = inspector.get_indexes('tag') - print(f"Primary Key: {existing_pk}") - print(f"Unique Constraints: {unique_constraints}") - print(f"Indexes: {existing_indexes}") + print(f'Primary Key: {existing_pk}') + print(f'Unique Constraints: {unique_constraints}') + print(f'Indexes: {existing_indexes}') - with op.batch_alter_table("tag", schema=None) as batch_op: + with op.batch_alter_table('tag', schema=None) as batch_op: # Drop existing primary key constraint if it exists - if existing_pk and existing_pk.get("constrained_columns"): - pk_name = existing_pk.get("name") + if existing_pk and existing_pk.get('constrained_columns'): + pk_name = existing_pk.get('name') if pk_name: - print(f"Dropping primary key constraint: {pk_name}") - batch_op.drop_constraint(pk_name, type_="primary") + print(f'Dropping primary key constraint: {pk_name}') + batch_op.drop_constraint(pk_name, type_='primary') # Now create the new primary key with the combination of 'id' and 'user_id' print("Creating new primary key with 'id' and 'user_id'.") - batch_op.create_primary_key("pk_id_user_id", ["id", "user_id"]) + batch_op.create_primary_key('pk_id_user_id', ['id', 'user_id']) # Drop unique constraints that could conflict with the new primary key for constraint in unique_constraints: if ( - constraint["name"] == "uq_id_user_id" + constraint['name'] == 'uq_id_user_id' ): # Adjust this name according to what is actually returned by the inspector - print(f"Dropping unique constraint: {constraint['name']}") - batch_op.drop_constraint(constraint["name"], type_="unique") + print(f'Dropping unique constraint: {constraint["name"]}') + batch_op.drop_constraint(constraint['name'], type_='unique') for index in existing_indexes: - if index["unique"]: - if not any( - constraint["name"] == index["name"] - for constraint in unique_constraints - ): + if index['unique']: + if not any(constraint['name'] == index['name'] for constraint in unique_constraints): # You are attempting to drop unique indexes - print(f"Dropping unique index: {index['name']}") - batch_op.drop_index(index["name"]) + print(f'Dropping unique index: {index["name"]}') + batch_op.drop_index(index['name']) def downgrade(): conn = op.get_bind() inspector = Inspector.from_engine(conn) - current_pk = inspector.get_pk_constraint("tag") + current_pk = inspector.get_pk_constraint('tag') - with op.batch_alter_table("tag", schema=None) as batch_op: + with op.batch_alter_table('tag', schema=None) as batch_op: # Drop the current primary key first, if it matches the one we know we added in upgrade - if current_pk and "pk_id_user_id" == current_pk.get("name"): - batch_op.drop_constraint("pk_id_user_id", type_="primary") + if current_pk and 'pk_id_user_id' == current_pk.get('name'): + batch_op.drop_constraint('pk_id_user_id', type_='primary') # Restore the original primary key - batch_op.create_primary_key("pk_id", ["id"]) + batch_op.create_primary_key('pk_id', ['id']) # Since primary key on just 'id' is restored, we now add back any unique constraints if necessary - batch_op.create_unique_constraint("uq_id_user_id", ["id", "user_id"]) + batch_op.create_unique_constraint('uq_id_user_id', ['id', 'user_id']) diff --git a/backend/open_webui/migrations/versions/3af16a1c9fb6_update_user_table.py b/backend/open_webui/migrations/versions/3af16a1c9fb6_update_user_table.py index ab980f27ce..629c1c8c24 100644 --- a/backend/open_webui/migrations/versions/3af16a1c9fb6_update_user_table.py +++ b/backend/open_webui/migrations/versions/3af16a1c9fb6_update_user_table.py @@ -12,21 +12,21 @@ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. -revision: str = "3af16a1c9fb6" -down_revision: Union[str, None] = "018012973d35" +revision: str = '3af16a1c9fb6' +down_revision: Union[str, None] = '018012973d35' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: - op.add_column("user", sa.Column("username", sa.String(length=50), nullable=True)) - op.add_column("user", sa.Column("bio", sa.Text(), nullable=True)) - op.add_column("user", sa.Column("gender", sa.Text(), nullable=True)) - op.add_column("user", sa.Column("date_of_birth", sa.Date(), nullable=True)) + op.add_column('user', sa.Column('username', sa.String(length=50), nullable=True)) + op.add_column('user', sa.Column('bio', sa.Text(), nullable=True)) + op.add_column('user', sa.Column('gender', sa.Text(), nullable=True)) + op.add_column('user', sa.Column('date_of_birth', sa.Date(), nullable=True)) def downgrade() -> None: - op.drop_column("user", "username") - op.drop_column("user", "bio") - op.drop_column("user", "gender") - op.drop_column("user", "date_of_birth") + op.drop_column('user', 'username') + op.drop_column('user', 'bio') + op.drop_column('user', 'gender') + op.drop_column('user', 'date_of_birth') diff --git a/backend/open_webui/migrations/versions/3e0e00844bb0_add_knowledge_file_table.py b/backend/open_webui/migrations/versions/3e0e00844bb0_add_knowledge_file_table.py index 82249bb278..f772987a44 100644 --- a/backend/open_webui/migrations/versions/3e0e00844bb0_add_knowledge_file_table.py +++ b/backend/open_webui/migrations/versions/3e0e00844bb0_add_knowledge_file_table.py @@ -18,38 +18,38 @@ import json import uuid # revision identifiers, used by Alembic. -revision: str = "3e0e00844bb0" -down_revision: Union[str, None] = "90ef40d4714e" +revision: str = '3e0e00844bb0' +down_revision: Union[str, None] = '90ef40d4714e' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: op.create_table( - "knowledge_file", - sa.Column("id", sa.Text(), primary_key=True), - sa.Column("user_id", sa.Text(), nullable=False), + 'knowledge_file', + sa.Column('id', sa.Text(), primary_key=True), + sa.Column('user_id', sa.Text(), nullable=False), sa.Column( - "knowledge_id", + 'knowledge_id', sa.Text(), - sa.ForeignKey("knowledge.id", ondelete="CASCADE"), + sa.ForeignKey('knowledge.id', ondelete='CASCADE'), nullable=False, ), sa.Column( - "file_id", + 'file_id', sa.Text(), - sa.ForeignKey("file.id", ondelete="CASCADE"), + sa.ForeignKey('file.id', ondelete='CASCADE'), nullable=False, ), - sa.Column("created_at", sa.BigInteger(), nullable=False), - sa.Column("updated_at", sa.BigInteger(), nullable=False), + sa.Column('created_at', sa.BigInteger(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=False), # indexes - sa.Index("ix_knowledge_file_knowledge_id", "knowledge_id"), - sa.Index("ix_knowledge_file_file_id", "file_id"), - sa.Index("ix_knowledge_file_user_id", "user_id"), + sa.Index('ix_knowledge_file_knowledge_id', 'knowledge_id'), + sa.Index('ix_knowledge_file_file_id', 'file_id'), + sa.Index('ix_knowledge_file_user_id', 'user_id'), # unique constraints sa.UniqueConstraint( - "knowledge_id", "file_id", name="uq_knowledge_file_knowledge_file" + 'knowledge_id', 'file_id', name='uq_knowledge_file_knowledge_file' ), # prevent duplicate entries ) @@ -57,35 +57,33 @@ def upgrade() -> None: # 2. Read existing group with user_ids JSON column knowledge_table = sa.Table( - "knowledge", + 'knowledge', sa.MetaData(), - sa.Column("id", sa.Text()), - sa.Column("user_id", sa.Text()), - sa.Column("data", sa.JSON()), # JSON stored as text in SQLite + PG + sa.Column('id', sa.Text()), + sa.Column('user_id', sa.Text()), + sa.Column('data', sa.JSON()), # JSON stored as text in SQLite + PG ) results = connection.execute( - sa.select( - knowledge_table.c.id, knowledge_table.c.user_id, knowledge_table.c.data - ) + sa.select(knowledge_table.c.id, knowledge_table.c.user_id, knowledge_table.c.data) ).fetchall() # 3. Insert members into group_member table kf_table = sa.Table( - "knowledge_file", + 'knowledge_file', sa.MetaData(), - sa.Column("id", sa.Text()), - sa.Column("user_id", sa.Text()), - sa.Column("knowledge_id", sa.Text()), - sa.Column("file_id", sa.Text()), - sa.Column("created_at", sa.BigInteger()), - sa.Column("updated_at", sa.BigInteger()), + sa.Column('id', sa.Text()), + sa.Column('user_id', sa.Text()), + sa.Column('knowledge_id', sa.Text()), + sa.Column('file_id', sa.Text()), + sa.Column('created_at', sa.BigInteger()), + sa.Column('updated_at', sa.BigInteger()), ) file_table = sa.Table( - "file", + 'file', sa.MetaData(), - sa.Column("id", sa.Text()), + sa.Column('id', sa.Text()), ) now = int(time.time()) @@ -102,50 +100,48 @@ def upgrade() -> None: if not isinstance(data, dict): continue - file_ids = data.get("file_ids", []) + file_ids = data.get('file_ids', []) for file_id in file_ids: - file_exists = connection.execute( - sa.select(file_table.c.id).where(file_table.c.id == file_id) - ).fetchone() + file_exists = connection.execute(sa.select(file_table.c.id).where(file_table.c.id == file_id)).fetchone() if not file_exists: continue # skip non-existing files row = { - "id": str(uuid.uuid4()), - "user_id": user_id, - "knowledge_id": knowledge_id, - "file_id": file_id, - "created_at": now, - "updated_at": now, + 'id': str(uuid.uuid4()), + 'user_id': user_id, + 'knowledge_id': knowledge_id, + 'file_id': file_id, + 'created_at': now, + 'updated_at': now, } connection.execute(kf_table.insert().values(**row)) - with op.batch_alter_table("knowledge") as batch: - batch.drop_column("data") + with op.batch_alter_table('knowledge') as batch: + batch.drop_column('data') def downgrade() -> None: # 1. Add back the old data column - op.add_column("knowledge", sa.Column("data", sa.JSON(), nullable=True)) + op.add_column('knowledge', sa.Column('data', sa.JSON(), nullable=True)) connection = op.get_bind() # 2. Read knowledge_file entries and reconstruct data JSON knowledge_table = sa.Table( - "knowledge", + 'knowledge', sa.MetaData(), - sa.Column("id", sa.Text()), - sa.Column("data", sa.JSON()), + sa.Column('id', sa.Text()), + sa.Column('data', sa.JSON()), ) kf_table = sa.Table( - "knowledge_file", + 'knowledge_file', sa.MetaData(), - sa.Column("id", sa.Text()), - sa.Column("knowledge_id", sa.Text()), - sa.Column("file_id", sa.Text()), + sa.Column('id', sa.Text()), + sa.Column('knowledge_id', sa.Text()), + sa.Column('file_id', sa.Text()), ) results = connection.execute(sa.select(knowledge_table.c.id)).fetchall() @@ -157,13 +153,9 @@ def downgrade() -> None: file_ids_list = [fid for (fid,) in file_ids] - data_json = {"file_ids": file_ids_list} + data_json = {'file_ids': file_ids_list} - connection.execute( - knowledge_table.update() - .where(knowledge_table.c.id == knowledge_id) - .values(data=data_json) - ) + connection.execute(knowledge_table.update().where(knowledge_table.c.id == knowledge_id).values(data=data_json)) # 3. Drop the knowledge_file table - op.drop_table("knowledge_file") + op.drop_table('knowledge_file') diff --git a/backend/open_webui/migrations/versions/4ace53fd72c8_update_folder_table_datetime.py b/backend/open_webui/migrations/versions/4ace53fd72c8_update_folder_table_datetime.py index 16f7967c8e..91e0dce0be 100644 --- a/backend/open_webui/migrations/versions/4ace53fd72c8_update_folder_table_datetime.py +++ b/backend/open_webui/migrations/versions/4ace53fd72c8_update_folder_table_datetime.py @@ -9,56 +9,56 @@ Create Date: 2024-10-23 03:00:00.000000 from alembic import op import sqlalchemy as sa -revision = "4ace53fd72c8" -down_revision = "af906e964978" +revision = '4ace53fd72c8' +down_revision = 'af906e964978' branch_labels = None depends_on = None def upgrade(): # Perform safe alterations using batch operation - with op.batch_alter_table("folder", schema=None) as batch_op: + with op.batch_alter_table('folder', schema=None) as batch_op: # Step 1: Remove server defaults for created_at and updated_at batch_op.alter_column( - "created_at", + 'created_at', server_default=None, # Removing server default ) batch_op.alter_column( - "updated_at", + 'updated_at', server_default=None, # Removing server default ) # Step 2: Change the column types to BigInteger for created_at batch_op.alter_column( - "created_at", + 'created_at', type_=sa.BigInteger(), existing_type=sa.DateTime(), existing_nullable=False, - postgresql_using="extract(epoch from created_at)::bigint", # Conversion for PostgreSQL + postgresql_using='extract(epoch from created_at)::bigint', # Conversion for PostgreSQL ) # Change the column types to BigInteger for updated_at batch_op.alter_column( - "updated_at", + 'updated_at', type_=sa.BigInteger(), existing_type=sa.DateTime(), existing_nullable=False, - postgresql_using="extract(epoch from updated_at)::bigint", # Conversion for PostgreSQL + postgresql_using='extract(epoch from updated_at)::bigint', # Conversion for PostgreSQL ) def downgrade(): # Downgrade: Convert columns back to DateTime and restore defaults - with op.batch_alter_table("folder", schema=None) as batch_op: + with op.batch_alter_table('folder', schema=None) as batch_op: batch_op.alter_column( - "created_at", + 'created_at', type_=sa.DateTime(), existing_type=sa.BigInteger(), existing_nullable=False, server_default=sa.func.now(), # Restoring server default on downgrade ) batch_op.alter_column( - "updated_at", + 'updated_at', type_=sa.DateTime(), existing_type=sa.BigInteger(), existing_nullable=False, diff --git a/backend/open_webui/migrations/versions/57c599a3cb57_add_channel_table.py b/backend/open_webui/migrations/versions/57c599a3cb57_add_channel_table.py index 54176dc46e..79f0e8827e 100644 --- a/backend/open_webui/migrations/versions/57c599a3cb57_add_channel_table.py +++ b/backend/open_webui/migrations/versions/57c599a3cb57_add_channel_table.py @@ -9,40 +9,40 @@ Create Date: 2024-12-22 03:00:00.000000 from alembic import op import sqlalchemy as sa -revision = "57c599a3cb57" -down_revision = "922e7a387820" +revision = '57c599a3cb57' +down_revision = '922e7a387820' branch_labels = None depends_on = None def upgrade(): op.create_table( - "channel", - sa.Column("id", sa.Text(), nullable=False, primary_key=True, unique=True), - sa.Column("user_id", sa.Text()), - sa.Column("name", sa.Text()), - sa.Column("description", sa.Text(), nullable=True), - sa.Column("data", sa.JSON(), nullable=True), - sa.Column("meta", sa.JSON(), nullable=True), - sa.Column("access_control", sa.JSON(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), + 'channel', + sa.Column('id', sa.Text(), nullable=False, primary_key=True, unique=True), + sa.Column('user_id', sa.Text()), + sa.Column('name', sa.Text()), + sa.Column('description', sa.Text(), nullable=True), + sa.Column('data', sa.JSON(), nullable=True), + sa.Column('meta', sa.JSON(), nullable=True), + sa.Column('access_control', sa.JSON(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), ) op.create_table( - "message", - sa.Column("id", sa.Text(), nullable=False, primary_key=True, unique=True), - sa.Column("user_id", sa.Text()), - sa.Column("channel_id", sa.Text(), nullable=True), - sa.Column("content", sa.Text()), - sa.Column("data", sa.JSON(), nullable=True), - sa.Column("meta", sa.JSON(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), + 'message', + sa.Column('id', sa.Text(), nullable=False, primary_key=True, unique=True), + sa.Column('user_id', sa.Text()), + sa.Column('channel_id', sa.Text(), nullable=True), + sa.Column('content', sa.Text()), + sa.Column('data', sa.JSON(), nullable=True), + sa.Column('meta', sa.JSON(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), ) def downgrade(): - op.drop_table("channel") + op.drop_table('channel') - op.drop_table("message") + op.drop_table('message') diff --git a/backend/open_webui/migrations/versions/6283dc0e4d8d_add_channel_file_table.py b/backend/open_webui/migrations/versions/6283dc0e4d8d_add_channel_file_table.py index f3ef62fd64..2bd2d9fd60 100644 --- a/backend/open_webui/migrations/versions/6283dc0e4d8d_add_channel_file_table.py +++ b/backend/open_webui/migrations/versions/6283dc0e4d8d_add_channel_file_table.py @@ -13,41 +13,39 @@ import sqlalchemy as sa import open_webui.internal.db # revision identifiers, used by Alembic. -revision: str = "6283dc0e4d8d" -down_revision: Union[str, None] = "3e0e00844bb0" +revision: str = '6283dc0e4d8d' +down_revision: Union[str, None] = '3e0e00844bb0' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: op.create_table( - "channel_file", - sa.Column("id", sa.Text(), primary_key=True), - sa.Column("user_id", sa.Text(), nullable=False), + 'channel_file', + sa.Column('id', sa.Text(), primary_key=True), + sa.Column('user_id', sa.Text(), nullable=False), sa.Column( - "channel_id", + 'channel_id', sa.Text(), - sa.ForeignKey("channel.id", ondelete="CASCADE"), + sa.ForeignKey('channel.id', ondelete='CASCADE'), nullable=False, ), sa.Column( - "file_id", + 'file_id', sa.Text(), - sa.ForeignKey("file.id", ondelete="CASCADE"), + sa.ForeignKey('file.id', ondelete='CASCADE'), nullable=False, ), - sa.Column("created_at", sa.BigInteger(), nullable=False), - sa.Column("updated_at", sa.BigInteger(), nullable=False), + sa.Column('created_at', sa.BigInteger(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=False), # indexes - sa.Index("ix_channel_file_channel_id", "channel_id"), - sa.Index("ix_channel_file_file_id", "file_id"), - sa.Index("ix_channel_file_user_id", "user_id"), + sa.Index('ix_channel_file_channel_id', 'channel_id'), + sa.Index('ix_channel_file_file_id', 'file_id'), + sa.Index('ix_channel_file_user_id', 'user_id'), # unique constraints - sa.UniqueConstraint( - "channel_id", "file_id", name="uq_channel_file_channel_file" - ), # prevent duplicate entries + sa.UniqueConstraint('channel_id', 'file_id', name='uq_channel_file_channel_file'), # prevent duplicate entries ) def downgrade() -> None: - op.drop_table("channel_file") + op.drop_table('channel_file') diff --git a/backend/open_webui/migrations/versions/6a39f3d8e55c_add_knowledge_table.py b/backend/open_webui/migrations/versions/6a39f3d8e55c_add_knowledge_table.py index d6083d7177..c65ca01415 100644 --- a/backend/open_webui/migrations/versions/6a39f3d8e55c_add_knowledge_table.py +++ b/backend/open_webui/migrations/versions/6a39f3d8e55c_add_knowledge_table.py @@ -11,37 +11,37 @@ import sqlalchemy as sa from sqlalchemy.sql import table, column, select import json -revision = "6a39f3d8e55c" -down_revision = "c0fbf31ca0db" +revision = '6a39f3d8e55c' +down_revision = 'c0fbf31ca0db' branch_labels = None depends_on = None def upgrade(): # Creating the 'knowledge' table - print("Creating knowledge table") + print('Creating knowledge table') knowledge_table = op.create_table( - "knowledge", - sa.Column("id", sa.Text(), primary_key=True), - sa.Column("user_id", sa.Text(), nullable=False), - sa.Column("name", sa.Text(), nullable=False), - sa.Column("description", sa.Text(), nullable=True), - sa.Column("data", sa.JSON(), nullable=True), - sa.Column("meta", sa.JSON(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=False), - sa.Column("updated_at", sa.BigInteger(), nullable=True), + 'knowledge', + sa.Column('id', sa.Text(), primary_key=True), + sa.Column('user_id', sa.Text(), nullable=False), + sa.Column('name', sa.Text(), nullable=False), + sa.Column('description', sa.Text(), nullable=True), + sa.Column('data', sa.JSON(), nullable=True), + sa.Column('meta', sa.JSON(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=True), ) - print("Migrating data from document table to knowledge table") + print('Migrating data from document table to knowledge table') # Representation of the existing 'document' table document_table = table( - "document", - column("collection_name", sa.String()), - column("user_id", sa.String()), - column("name", sa.String()), - column("title", sa.Text()), - column("content", sa.Text()), - column("timestamp", sa.BigInteger()), + 'document', + column('collection_name', sa.String()), + column('user_id', sa.String()), + column('name', sa.String()), + column('title', sa.Text()), + column('content', sa.Text()), + column('timestamp', sa.BigInteger()), ) # Select all from existing document table @@ -64,9 +64,9 @@ def upgrade(): user_id=doc.user_id, description=doc.name, meta={ - "legacy": True, - "document": True, - "tags": json.loads(doc.content or "{}").get("tags", []), + 'legacy': True, + 'document': True, + 'tags': json.loads(doc.content or '{}').get('tags', []), }, name=doc.title, created_at=doc.timestamp, @@ -76,4 +76,4 @@ def upgrade(): def downgrade(): - op.drop_table("knowledge") + op.drop_table('knowledge') diff --git a/backend/open_webui/migrations/versions/7826ab40b532_update_file_table.py b/backend/open_webui/migrations/versions/7826ab40b532_update_file_table.py index c8afe9d51a..4211c6642e 100644 --- a/backend/open_webui/migrations/versions/7826ab40b532_update_file_table.py +++ b/backend/open_webui/migrations/versions/7826ab40b532_update_file_table.py @@ -9,18 +9,18 @@ Create Date: 2024-12-23 03:00:00.000000 from alembic import op import sqlalchemy as sa -revision = "7826ab40b532" -down_revision = "57c599a3cb57" +revision = '7826ab40b532' +down_revision = '57c599a3cb57' branch_labels = None depends_on = None def upgrade(): op.add_column( - "file", - sa.Column("access_control", sa.JSON(), nullable=True), + 'file', + sa.Column('access_control', sa.JSON(), nullable=True), ) def downgrade(): - op.drop_column("file", "access_control") + op.drop_column('file', 'access_control') diff --git a/backend/open_webui/migrations/versions/7e5b5dc7342b_init.py b/backend/open_webui/migrations/versions/7e5b5dc7342b_init.py index 9e56282ef0..39f488d72e 100644 --- a/backend/open_webui/migrations/versions/7e5b5dc7342b_init.py +++ b/backend/open_webui/migrations/versions/7e5b5dc7342b_init.py @@ -16,7 +16,7 @@ from open_webui.internal.db import JSONField from open_webui.migrations.util import get_existing_tables # revision identifiers, used by Alembic. -revision: str = "7e5b5dc7342b" +revision: str = '7e5b5dc7342b' down_revision: Union[str, None] = None branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None @@ -26,179 +26,179 @@ def upgrade() -> None: existing_tables = set(get_existing_tables()) # ### commands auto generated by Alembic - please adjust! ### - if "auth" not in existing_tables: + if 'auth' not in existing_tables: op.create_table( - "auth", - sa.Column("id", sa.String(), nullable=False), - sa.Column("email", sa.String(), nullable=True), - sa.Column("password", sa.Text(), nullable=True), - sa.Column("active", sa.Boolean(), nullable=True), - sa.PrimaryKeyConstraint("id"), + 'auth', + sa.Column('id', sa.String(), nullable=False), + sa.Column('email', sa.String(), nullable=True), + sa.Column('password', sa.Text(), nullable=True), + sa.Column('active', sa.Boolean(), nullable=True), + sa.PrimaryKeyConstraint('id'), ) - if "chat" not in existing_tables: + if 'chat' not in existing_tables: op.create_table( - "chat", - sa.Column("id", sa.String(), nullable=False), - sa.Column("user_id", sa.String(), nullable=True), - sa.Column("title", sa.Text(), nullable=True), - sa.Column("chat", sa.Text(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), - sa.Column("share_id", sa.Text(), nullable=True), - sa.Column("archived", sa.Boolean(), nullable=True), - sa.PrimaryKeyConstraint("id"), - sa.UniqueConstraint("share_id"), + 'chat', + sa.Column('id', sa.String(), nullable=False), + sa.Column('user_id', sa.String(), nullable=True), + sa.Column('title', sa.Text(), nullable=True), + sa.Column('chat', sa.Text(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), + sa.Column('share_id', sa.Text(), nullable=True), + sa.Column('archived', sa.Boolean(), nullable=True), + sa.PrimaryKeyConstraint('id'), + sa.UniqueConstraint('share_id'), ) - if "chatidtag" not in existing_tables: + if 'chatidtag' not in existing_tables: op.create_table( - "chatidtag", - sa.Column("id", sa.String(), nullable=False), - sa.Column("tag_name", sa.String(), nullable=True), - sa.Column("chat_id", sa.String(), nullable=True), - sa.Column("user_id", sa.String(), nullable=True), - sa.Column("timestamp", sa.BigInteger(), nullable=True), - sa.PrimaryKeyConstraint("id"), + 'chatidtag', + sa.Column('id', sa.String(), nullable=False), + sa.Column('tag_name', sa.String(), nullable=True), + sa.Column('chat_id', sa.String(), nullable=True), + sa.Column('user_id', sa.String(), nullable=True), + sa.Column('timestamp', sa.BigInteger(), nullable=True), + sa.PrimaryKeyConstraint('id'), ) - if "document" not in existing_tables: + if 'document' not in existing_tables: op.create_table( - "document", - sa.Column("collection_name", sa.String(), nullable=False), - sa.Column("name", sa.String(), nullable=True), - sa.Column("title", sa.Text(), nullable=True), - sa.Column("filename", sa.Text(), nullable=True), - sa.Column("content", sa.Text(), nullable=True), - sa.Column("user_id", sa.String(), nullable=True), - sa.Column("timestamp", sa.BigInteger(), nullable=True), - sa.PrimaryKeyConstraint("collection_name"), - sa.UniqueConstraint("name"), + 'document', + sa.Column('collection_name', sa.String(), nullable=False), + sa.Column('name', sa.String(), nullable=True), + sa.Column('title', sa.Text(), nullable=True), + sa.Column('filename', sa.Text(), nullable=True), + sa.Column('content', sa.Text(), nullable=True), + sa.Column('user_id', sa.String(), nullable=True), + sa.Column('timestamp', sa.BigInteger(), nullable=True), + sa.PrimaryKeyConstraint('collection_name'), + sa.UniqueConstraint('name'), ) - if "file" not in existing_tables: + if 'file' not in existing_tables: op.create_table( - "file", - sa.Column("id", sa.String(), nullable=False), - sa.Column("user_id", sa.String(), nullable=True), - sa.Column("filename", sa.Text(), nullable=True), - sa.Column("meta", JSONField(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.PrimaryKeyConstraint("id"), + 'file', + sa.Column('id', sa.String(), nullable=False), + sa.Column('user_id', sa.String(), nullable=True), + sa.Column('filename', sa.Text(), nullable=True), + sa.Column('meta', JSONField(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.PrimaryKeyConstraint('id'), ) - if "function" not in existing_tables: + if 'function' not in existing_tables: op.create_table( - "function", - sa.Column("id", sa.String(), nullable=False), - sa.Column("user_id", sa.String(), nullable=True), - sa.Column("name", sa.Text(), nullable=True), - sa.Column("type", sa.Text(), nullable=True), - sa.Column("content", sa.Text(), nullable=True), - sa.Column("meta", JSONField(), nullable=True), - sa.Column("valves", JSONField(), nullable=True), - sa.Column("is_active", sa.Boolean(), nullable=True), - sa.Column("is_global", sa.Boolean(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.PrimaryKeyConstraint("id"), + 'function', + sa.Column('id', sa.String(), nullable=False), + sa.Column('user_id', sa.String(), nullable=True), + sa.Column('name', sa.Text(), nullable=True), + sa.Column('type', sa.Text(), nullable=True), + sa.Column('content', sa.Text(), nullable=True), + sa.Column('meta', JSONField(), nullable=True), + sa.Column('valves', JSONField(), nullable=True), + sa.Column('is_active', sa.Boolean(), nullable=True), + sa.Column('is_global', sa.Boolean(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.PrimaryKeyConstraint('id'), ) - if "memory" not in existing_tables: + if 'memory' not in existing_tables: op.create_table( - "memory", - sa.Column("id", sa.String(), nullable=False), - sa.Column("user_id", sa.String(), nullable=True), - sa.Column("content", sa.Text(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.PrimaryKeyConstraint("id"), + 'memory', + sa.Column('id', sa.String(), nullable=False), + sa.Column('user_id', sa.String(), nullable=True), + sa.Column('content', sa.Text(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.PrimaryKeyConstraint('id'), ) - if "model" not in existing_tables: + if 'model' not in existing_tables: op.create_table( - "model", - sa.Column("id", sa.Text(), nullable=False), - sa.Column("user_id", sa.Text(), nullable=True), - sa.Column("base_model_id", sa.Text(), nullable=True), - sa.Column("name", sa.Text(), nullable=True), - sa.Column("params", JSONField(), nullable=True), - sa.Column("meta", JSONField(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.PrimaryKeyConstraint("id"), + 'model', + sa.Column('id', sa.Text(), nullable=False), + sa.Column('user_id', sa.Text(), nullable=True), + sa.Column('base_model_id', sa.Text(), nullable=True), + sa.Column('name', sa.Text(), nullable=True), + sa.Column('params', JSONField(), nullable=True), + sa.Column('meta', JSONField(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.PrimaryKeyConstraint('id'), ) - if "prompt" not in existing_tables: + if 'prompt' not in existing_tables: op.create_table( - "prompt", - sa.Column("command", sa.String(), nullable=False), - sa.Column("user_id", sa.String(), nullable=True), - sa.Column("title", sa.Text(), nullable=True), - sa.Column("content", sa.Text(), nullable=True), - sa.Column("timestamp", sa.BigInteger(), nullable=True), - sa.PrimaryKeyConstraint("command"), + 'prompt', + sa.Column('command', sa.String(), nullable=False), + sa.Column('user_id', sa.String(), nullable=True), + sa.Column('title', sa.Text(), nullable=True), + sa.Column('content', sa.Text(), nullable=True), + sa.Column('timestamp', sa.BigInteger(), nullable=True), + sa.PrimaryKeyConstraint('command'), ) - if "tag" not in existing_tables: + if 'tag' not in existing_tables: op.create_table( - "tag", - sa.Column("id", sa.String(), nullable=False), - sa.Column("name", sa.String(), nullable=True), - sa.Column("user_id", sa.String(), nullable=True), - sa.Column("data", sa.Text(), nullable=True), - sa.PrimaryKeyConstraint("id"), + 'tag', + sa.Column('id', sa.String(), nullable=False), + sa.Column('name', sa.String(), nullable=True), + sa.Column('user_id', sa.String(), nullable=True), + sa.Column('data', sa.Text(), nullable=True), + sa.PrimaryKeyConstraint('id'), ) - if "tool" not in existing_tables: + if 'tool' not in existing_tables: op.create_table( - "tool", - sa.Column("id", sa.String(), nullable=False), - sa.Column("user_id", sa.String(), nullable=True), - sa.Column("name", sa.Text(), nullable=True), - sa.Column("content", sa.Text(), nullable=True), - sa.Column("specs", JSONField(), nullable=True), - sa.Column("meta", JSONField(), nullable=True), - sa.Column("valves", JSONField(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.PrimaryKeyConstraint("id"), + 'tool', + sa.Column('id', sa.String(), nullable=False), + sa.Column('user_id', sa.String(), nullable=True), + sa.Column('name', sa.Text(), nullable=True), + sa.Column('content', sa.Text(), nullable=True), + sa.Column('specs', JSONField(), nullable=True), + sa.Column('meta', JSONField(), nullable=True), + sa.Column('valves', JSONField(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.PrimaryKeyConstraint('id'), ) - if "user" not in existing_tables: + if 'user' not in existing_tables: op.create_table( - "user", - sa.Column("id", sa.String(), nullable=False), - sa.Column("name", sa.String(), nullable=True), - sa.Column("email", sa.String(), nullable=True), - sa.Column("role", sa.String(), nullable=True), - sa.Column("profile_image_url", sa.Text(), nullable=True), - sa.Column("last_active_at", sa.BigInteger(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.Column("api_key", sa.String(), nullable=True), - sa.Column("settings", JSONField(), nullable=True), - sa.Column("info", JSONField(), nullable=True), - sa.Column("oauth_sub", sa.Text(), nullable=True), - sa.PrimaryKeyConstraint("id"), - sa.UniqueConstraint("api_key"), - sa.UniqueConstraint("oauth_sub"), + 'user', + sa.Column('id', sa.String(), nullable=False), + sa.Column('name', sa.String(), nullable=True), + sa.Column('email', sa.String(), nullable=True), + sa.Column('role', sa.String(), nullable=True), + sa.Column('profile_image_url', sa.Text(), nullable=True), + sa.Column('last_active_at', sa.BigInteger(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.Column('api_key', sa.String(), nullable=True), + sa.Column('settings', JSONField(), nullable=True), + sa.Column('info', JSONField(), nullable=True), + sa.Column('oauth_sub', sa.Text(), nullable=True), + sa.PrimaryKeyConstraint('id'), + sa.UniqueConstraint('api_key'), + sa.UniqueConstraint('oauth_sub'), ) # ### end Alembic commands ### def downgrade() -> None: # ### commands auto generated by Alembic - please adjust! ### - op.drop_table("user") - op.drop_table("tool") - op.drop_table("tag") - op.drop_table("prompt") - op.drop_table("model") - op.drop_table("memory") - op.drop_table("function") - op.drop_table("file") - op.drop_table("document") - op.drop_table("chatidtag") - op.drop_table("chat") - op.drop_table("auth") + op.drop_table('user') + op.drop_table('tool') + op.drop_table('tag') + op.drop_table('prompt') + op.drop_table('model') + op.drop_table('memory') + op.drop_table('function') + op.drop_table('file') + op.drop_table('document') + op.drop_table('chatidtag') + op.drop_table('chat') + op.drop_table('auth') # ### end Alembic commands ### diff --git a/backend/open_webui/migrations/versions/81cc2ce44d79_update_channel_file_and_knowledge_table.py b/backend/open_webui/migrations/versions/81cc2ce44d79_update_channel_file_and_knowledge_table.py index 3853ec50d9..e45a2443df 100644 --- a/backend/open_webui/migrations/versions/81cc2ce44d79_update_channel_file_and_knowledge_table.py +++ b/backend/open_webui/migrations/versions/81cc2ce44d79_update_channel_file_and_knowledge_table.py @@ -13,36 +13,34 @@ import sqlalchemy as sa import open_webui.internal.db # revision identifiers, used by Alembic. -revision: str = "81cc2ce44d79" -down_revision: Union[str, None] = "6283dc0e4d8d" +revision: str = '81cc2ce44d79' +down_revision: Union[str, None] = '6283dc0e4d8d' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: # Add message_id column to channel_file table - with op.batch_alter_table("channel_file", schema=None) as batch_op: + with op.batch_alter_table('channel_file', schema=None) as batch_op: batch_op.add_column( sa.Column( - "message_id", + 'message_id', sa.Text(), - sa.ForeignKey( - "message.id", ondelete="CASCADE", name="fk_channel_file_message_id" - ), + sa.ForeignKey('message.id', ondelete='CASCADE', name='fk_channel_file_message_id'), nullable=True, ) ) # Add data column to knowledge table - with op.batch_alter_table("knowledge", schema=None) as batch_op: - batch_op.add_column(sa.Column("data", sa.JSON(), nullable=True)) + with op.batch_alter_table('knowledge', schema=None) as batch_op: + batch_op.add_column(sa.Column('data', sa.JSON(), nullable=True)) def downgrade() -> None: # Remove message_id column from channel_file table - with op.batch_alter_table("channel_file", schema=None) as batch_op: - batch_op.drop_column("message_id") + with op.batch_alter_table('channel_file', schema=None) as batch_op: + batch_op.drop_column('message_id') # Remove data column from knowledge table - with op.batch_alter_table("knowledge", schema=None) as batch_op: - batch_op.drop_column("data") + with op.batch_alter_table('knowledge', schema=None) as batch_op: + batch_op.drop_column('data') diff --git a/backend/open_webui/migrations/versions/8452d01d26d7_add_chat_message_table.py b/backend/open_webui/migrations/versions/8452d01d26d7_add_chat_message_table.py index aa9b0a4c26..3254b57858 100644 --- a/backend/open_webui/migrations/versions/8452d01d26d7_add_chat_message_table.py +++ b/backend/open_webui/migrations/versions/8452d01d26d7_add_chat_message_table.py @@ -16,8 +16,8 @@ import sqlalchemy as sa log = logging.getLogger(__name__) -revision: str = "8452d01d26d7" -down_revision: Union[str, None] = "374d2f66af06" +revision: str = '8452d01d26d7' +down_revision: Union[str, None] = '374d2f66af06' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None @@ -51,74 +51,68 @@ def _flush_batch(conn, table, batch): except Exception as e: sp.rollback() failed += 1 - log.warning(f"Failed to insert message {msg['id']}: {e}") + log.warning(f'Failed to insert message {msg["id"]}: {e}') return inserted, failed def upgrade() -> None: # Step 1: Create table op.create_table( - "chat_message", - sa.Column("id", sa.Text(), primary_key=True), - sa.Column("chat_id", sa.Text(), nullable=False, index=True), - sa.Column("user_id", sa.Text(), index=True), - sa.Column("role", sa.Text(), nullable=False), - sa.Column("parent_id", sa.Text(), nullable=True), - sa.Column("content", sa.JSON(), nullable=True), - sa.Column("output", sa.JSON(), nullable=True), - sa.Column("model_id", sa.Text(), nullable=True, index=True), - sa.Column("files", sa.JSON(), nullable=True), - sa.Column("sources", sa.JSON(), nullable=True), - sa.Column("embeds", sa.JSON(), nullable=True), - sa.Column("done", sa.Boolean(), default=True), - sa.Column("status_history", sa.JSON(), nullable=True), - sa.Column("error", sa.JSON(), nullable=True), - sa.Column("usage", sa.JSON(), nullable=True), - sa.Column("created_at", sa.BigInteger(), index=True), - sa.Column("updated_at", sa.BigInteger()), - sa.ForeignKeyConstraint(["chat_id"], ["chat.id"], ondelete="CASCADE"), + 'chat_message', + sa.Column('id', sa.Text(), primary_key=True), + sa.Column('chat_id', sa.Text(), nullable=False, index=True), + sa.Column('user_id', sa.Text(), index=True), + sa.Column('role', sa.Text(), nullable=False), + sa.Column('parent_id', sa.Text(), nullable=True), + sa.Column('content', sa.JSON(), nullable=True), + sa.Column('output', sa.JSON(), nullable=True), + sa.Column('model_id', sa.Text(), nullable=True, index=True), + sa.Column('files', sa.JSON(), nullable=True), + sa.Column('sources', sa.JSON(), nullable=True), + sa.Column('embeds', sa.JSON(), nullable=True), + sa.Column('done', sa.Boolean(), default=True), + sa.Column('status_history', sa.JSON(), nullable=True), + sa.Column('error', sa.JSON(), nullable=True), + sa.Column('usage', sa.JSON(), nullable=True), + sa.Column('created_at', sa.BigInteger(), index=True), + sa.Column('updated_at', sa.BigInteger()), + sa.ForeignKeyConstraint(['chat_id'], ['chat.id'], ondelete='CASCADE'), ) # Create composite indexes - op.create_index( - "chat_message_chat_parent_idx", "chat_message", ["chat_id", "parent_id"] - ) - op.create_index( - "chat_message_model_created_idx", "chat_message", ["model_id", "created_at"] - ) - op.create_index( - "chat_message_user_created_idx", "chat_message", ["user_id", "created_at"] - ) + op.create_index('chat_message_chat_parent_idx', 'chat_message', ['chat_id', 'parent_id']) + op.create_index('chat_message_model_created_idx', 'chat_message', ['model_id', 'created_at']) + op.create_index('chat_message_user_created_idx', 'chat_message', ['user_id', 'created_at']) # Step 2: Backfill from existing chats conn = op.get_bind() chat_table = sa.table( - "chat", - sa.column("id", sa.Text()), - sa.column("user_id", sa.Text()), - sa.column("chat", sa.JSON()), + 'chat', + sa.column('id', sa.Text()), + sa.column('user_id', sa.Text()), + sa.column('chat', sa.JSON()), ) chat_message_table = sa.table( - "chat_message", - sa.column("id", sa.Text()), - sa.column("chat_id", sa.Text()), - sa.column("user_id", sa.Text()), - sa.column("role", sa.Text()), - sa.column("parent_id", sa.Text()), - sa.column("content", sa.JSON()), - sa.column("output", sa.JSON()), - sa.column("model_id", sa.Text()), - sa.column("files", sa.JSON()), - sa.column("sources", sa.JSON()), - sa.column("embeds", sa.JSON()), - sa.column("done", sa.Boolean()), - sa.column("status_history", sa.JSON()), - sa.column("error", sa.JSON()), - sa.column("usage", sa.JSON()), - sa.column("created_at", sa.BigInteger()), - sa.column("updated_at", sa.BigInteger()), + 'chat_message', + sa.column('id', sa.Text()), + sa.column('chat_id', sa.Text()), + sa.column('user_id', sa.Text()), + sa.column('role', sa.Text()), + sa.column('parent_id', sa.Text()), + sa.column('content', sa.JSON()), + sa.column('output', sa.JSON()), + sa.column('model_id', sa.Text()), + sa.column('files', sa.JSON()), + sa.column('sources', sa.JSON()), + sa.column('embeds', sa.JSON()), + sa.column('done', sa.Boolean()), + sa.column('status_history', sa.JSON()), + sa.column('error', sa.JSON()), + sa.column('usage', sa.JSON()), + sa.column('created_at', sa.BigInteger()), + sa.column('updated_at', sa.BigInteger()), ) # Stream rows instead of loading all into memory: @@ -126,7 +120,7 @@ def upgrade() -> None: # - stream_results: enables server-side cursors on PostgreSQL (no-op on SQLite) result = conn.execute( sa.select(chat_table.c.id, chat_table.c.user_id, chat_table.c.chat) - .where(~chat_table.c.user_id.like("shared-%")) + .where(~chat_table.c.user_id.like('shared-%')) .execution_options(yield_per=1000, stream_results=True) ) @@ -150,18 +144,23 @@ def upgrade() -> None: except Exception: continue - history = chat_data.get("history", {}) - messages = history.get("messages", {}) + history = chat_data.get('history', {}) + if not isinstance(history, dict): + continue + + messages = history.get('messages', {}) + if not isinstance(messages, dict): + continue for message_id, message in messages.items(): if not isinstance(message, dict): continue - role = message.get("role") + role = message.get('role') if not role: continue - timestamp = message.get("timestamp", now) + timestamp = message.get('timestamp', now) try: timestamp = int(float(timestamp)) @@ -177,37 +176,33 @@ def upgrade() -> None: messages_batch.append( { - "id": f"{chat_id}-{message_id}", - "chat_id": chat_id, - "user_id": user_id, - "role": role, - "parent_id": message.get("parentId"), - "content": message.get("content"), - "output": message.get("output"), - "model_id": message.get("model"), - "files": message.get("files"), - "sources": message.get("sources"), - "embeds": message.get("embeds"), - "done": message.get("done", True), - "status_history": message.get("statusHistory"), - "error": message.get("error"), - "usage": message.get("usage"), - "created_at": timestamp, - "updated_at": timestamp, + 'id': f'{chat_id}-{message_id}', + 'chat_id': chat_id, + 'user_id': user_id, + 'role': role, + 'parent_id': message.get('parentId'), + 'content': message.get('content'), + 'output': message.get('output'), + 'model_id': message.get('model'), + 'files': message.get('files'), + 'sources': message.get('sources'), + 'embeds': message.get('embeds'), + 'done': message.get('done', True), + 'status_history': message.get('statusHistory'), + 'error': message.get('error'), + 'usage': message.get('usage'), + 'created_at': timestamp, + 'updated_at': timestamp, } ) # Flush batch when full if len(messages_batch) >= BATCH_SIZE: - inserted, failed = _flush_batch( - conn, chat_message_table, messages_batch - ) + inserted, failed = _flush_batch(conn, chat_message_table, messages_batch) total_inserted += inserted total_failed += failed if total_inserted % 50000 < BATCH_SIZE: - log.info( - f"Migration progress: {total_inserted} messages inserted..." - ) + log.info(f'Migration progress: {total_inserted} messages inserted...') messages_batch.clear() # Flush remaining messages @@ -216,13 +211,11 @@ def upgrade() -> None: total_inserted += inserted total_failed += failed - log.info( - f"Backfilled {total_inserted} messages into chat_message table ({total_failed} failed)" - ) + log.info(f'Backfilled {total_inserted} messages into chat_message table ({total_failed} failed)') def downgrade() -> None: - op.drop_index("chat_message_user_created_idx", table_name="chat_message") - op.drop_index("chat_message_model_created_idx", table_name="chat_message") - op.drop_index("chat_message_chat_parent_idx", table_name="chat_message") - op.drop_table("chat_message") + op.drop_index('chat_message_user_created_idx', table_name='chat_message') + op.drop_index('chat_message_model_created_idx', table_name='chat_message') + op.drop_index('chat_message_chat_parent_idx', table_name='chat_message') + op.drop_table('chat_message') diff --git a/backend/open_webui/migrations/versions/90ef40d4714e_update_channel_and_channel_members_table.py b/backend/open_webui/migrations/versions/90ef40d4714e_update_channel_and_channel_members_table.py index 8b9e338309..9d115b1e5c 100644 --- a/backend/open_webui/migrations/versions/90ef40d4714e_update_channel_and_channel_members_table.py +++ b/backend/open_webui/migrations/versions/90ef40d4714e_update_channel_and_channel_members_table.py @@ -13,48 +13,46 @@ import sqlalchemy as sa import open_webui.internal.db # revision identifiers, used by Alembic. -revision: str = "90ef40d4714e" -down_revision: Union[str, None] = "b10670c03dd5" +revision: str = '90ef40d4714e' +down_revision: Union[str, None] = 'b10670c03dd5' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: # Update 'channel' table - op.add_column("channel", sa.Column("is_private", sa.Boolean(), nullable=True)) + op.add_column('channel', sa.Column('is_private', sa.Boolean(), nullable=True)) - op.add_column("channel", sa.Column("archived_at", sa.BigInteger(), nullable=True)) - op.add_column("channel", sa.Column("archived_by", sa.Text(), nullable=True)) + op.add_column('channel', sa.Column('archived_at', sa.BigInteger(), nullable=True)) + op.add_column('channel', sa.Column('archived_by', sa.Text(), nullable=True)) - op.add_column("channel", sa.Column("deleted_at", sa.BigInteger(), nullable=True)) - op.add_column("channel", sa.Column("deleted_by", sa.Text(), nullable=True)) + op.add_column('channel', sa.Column('deleted_at', sa.BigInteger(), nullable=True)) + op.add_column('channel', sa.Column('deleted_by', sa.Text(), nullable=True)) - op.add_column("channel", sa.Column("updated_by", sa.Text(), nullable=True)) + op.add_column('channel', sa.Column('updated_by', sa.Text(), nullable=True)) # Update 'channel_member' table - op.add_column("channel_member", sa.Column("role", sa.Text(), nullable=True)) - op.add_column("channel_member", sa.Column("invited_by", sa.Text(), nullable=True)) - op.add_column( - "channel_member", sa.Column("invited_at", sa.BigInteger(), nullable=True) - ) + op.add_column('channel_member', sa.Column('role', sa.Text(), nullable=True)) + op.add_column('channel_member', sa.Column('invited_by', sa.Text(), nullable=True)) + op.add_column('channel_member', sa.Column('invited_at', sa.BigInteger(), nullable=True)) # Create 'channel_webhook' table op.create_table( - "channel_webhook", - sa.Column("id", sa.Text(), primary_key=True, unique=True, nullable=False), - sa.Column("user_id", sa.Text(), nullable=False), + 'channel_webhook', + sa.Column('id', sa.Text(), primary_key=True, unique=True, nullable=False), + sa.Column('user_id', sa.Text(), nullable=False), sa.Column( - "channel_id", + 'channel_id', sa.Text(), - sa.ForeignKey("channel.id", ondelete="CASCADE"), + sa.ForeignKey('channel.id', ondelete='CASCADE'), nullable=False, ), - sa.Column("name", sa.Text(), nullable=False), - sa.Column("profile_image_url", sa.Text(), nullable=True), - sa.Column("token", sa.Text(), nullable=False), - sa.Column("last_used_at", sa.BigInteger(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=False), - sa.Column("updated_at", sa.BigInteger(), nullable=False), + sa.Column('name', sa.Text(), nullable=False), + sa.Column('profile_image_url', sa.Text(), nullable=True), + sa.Column('token', sa.Text(), nullable=False), + sa.Column('last_used_at', sa.BigInteger(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=False), ) pass @@ -62,19 +60,19 @@ def upgrade() -> None: def downgrade() -> None: # Downgrade 'channel' table - op.drop_column("channel", "is_private") - op.drop_column("channel", "archived_at") - op.drop_column("channel", "archived_by") - op.drop_column("channel", "deleted_at") - op.drop_column("channel", "deleted_by") - op.drop_column("channel", "updated_by") + op.drop_column('channel', 'is_private') + op.drop_column('channel', 'archived_at') + op.drop_column('channel', 'archived_by') + op.drop_column('channel', 'deleted_at') + op.drop_column('channel', 'deleted_by') + op.drop_column('channel', 'updated_by') # Downgrade 'channel_member' table - op.drop_column("channel_member", "role") - op.drop_column("channel_member", "invited_by") - op.drop_column("channel_member", "invited_at") + op.drop_column('channel_member', 'role') + op.drop_column('channel_member', 'invited_by') + op.drop_column('channel_member', 'invited_at') # Drop 'channel_webhook' table - op.drop_table("channel_webhook") + op.drop_table('channel_webhook') pass diff --git a/backend/open_webui/migrations/versions/922e7a387820_add_group_table.py b/backend/open_webui/migrations/versions/922e7a387820_add_group_table.py index a752115844..5e617be1e6 100644 --- a/backend/open_webui/migrations/versions/922e7a387820_add_group_table.py +++ b/backend/open_webui/migrations/versions/922e7a387820_add_group_table.py @@ -9,38 +9,38 @@ Create Date: 2024-11-14 03:00:00.000000 from alembic import op import sqlalchemy as sa -revision = "922e7a387820" -down_revision = "4ace53fd72c8" +revision = '922e7a387820' +down_revision = '4ace53fd72c8' branch_labels = None depends_on = None def upgrade(): op.create_table( - "group", - sa.Column("id", sa.Text(), nullable=False, primary_key=True, unique=True), - sa.Column("user_id", sa.Text(), nullable=True), - sa.Column("name", sa.Text(), nullable=True), - sa.Column("description", sa.Text(), nullable=True), - sa.Column("data", sa.JSON(), nullable=True), - sa.Column("meta", sa.JSON(), nullable=True), - sa.Column("permissions", sa.JSON(), nullable=True), - sa.Column("user_ids", sa.JSON(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), + 'group', + sa.Column('id', sa.Text(), nullable=False, primary_key=True, unique=True), + sa.Column('user_id', sa.Text(), nullable=True), + sa.Column('name', sa.Text(), nullable=True), + sa.Column('description', sa.Text(), nullable=True), + sa.Column('data', sa.JSON(), nullable=True), + sa.Column('meta', sa.JSON(), nullable=True), + sa.Column('permissions', sa.JSON(), nullable=True), + sa.Column('user_ids', sa.JSON(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), ) # Add 'access_control' column to 'model' table op.add_column( - "model", - sa.Column("access_control", sa.JSON(), nullable=True), + 'model', + sa.Column('access_control', sa.JSON(), nullable=True), ) # Add 'is_active' column to 'model' table op.add_column( - "model", + 'model', sa.Column( - "is_active", + 'is_active', sa.Boolean(), nullable=False, server_default=sa.sql.expression.true(), @@ -49,37 +49,37 @@ def upgrade(): # Add 'access_control' column to 'knowledge' table op.add_column( - "knowledge", - sa.Column("access_control", sa.JSON(), nullable=True), + 'knowledge', + sa.Column('access_control', sa.JSON(), nullable=True), ) # Add 'access_control' column to 'prompt' table op.add_column( - "prompt", - sa.Column("access_control", sa.JSON(), nullable=True), + 'prompt', + sa.Column('access_control', sa.JSON(), nullable=True), ) # Add 'access_control' column to 'tools' table op.add_column( - "tool", - sa.Column("access_control", sa.JSON(), nullable=True), + 'tool', + sa.Column('access_control', sa.JSON(), nullable=True), ) def downgrade(): - op.drop_table("group") + op.drop_table('group') # Drop 'access_control' column from 'model' table - op.drop_column("model", "access_control") + op.drop_column('model', 'access_control') # Drop 'is_active' column from 'model' table - op.drop_column("model", "is_active") + op.drop_column('model', 'is_active') # Drop 'access_control' column from 'knowledge' table - op.drop_column("knowledge", "access_control") + op.drop_column('knowledge', 'access_control') # Drop 'access_control' column from 'prompt' table - op.drop_column("prompt", "access_control") + op.drop_column('prompt', 'access_control') # Drop 'access_control' column from 'tools' table - op.drop_column("tool", "access_control") + op.drop_column('tool', 'access_control') diff --git a/backend/open_webui/migrations/versions/9f0c9cd09105_add_note_table.py b/backend/open_webui/migrations/versions/9f0c9cd09105_add_note_table.py index 8e983a2cff..c75db04ca5 100644 --- a/backend/open_webui/migrations/versions/9f0c9cd09105_add_note_table.py +++ b/backend/open_webui/migrations/versions/9f0c9cd09105_add_note_table.py @@ -9,25 +9,25 @@ Create Date: 2025-05-03 03:00:00.000000 from alembic import op import sqlalchemy as sa -revision = "9f0c9cd09105" -down_revision = "3781e22d8b01" +revision = '9f0c9cd09105' +down_revision = '3781e22d8b01' branch_labels = None depends_on = None def upgrade(): op.create_table( - "note", - sa.Column("id", sa.Text(), nullable=False, primary_key=True, unique=True), - sa.Column("user_id", sa.Text(), nullable=True), - sa.Column("title", sa.Text(), nullable=True), - sa.Column("data", sa.JSON(), nullable=True), - sa.Column("meta", sa.JSON(), nullable=True), - sa.Column("access_control", sa.JSON(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=True), - sa.Column("updated_at", sa.BigInteger(), nullable=True), + 'note', + sa.Column('id', sa.Text(), nullable=False, primary_key=True, unique=True), + sa.Column('user_id', sa.Text(), nullable=True), + sa.Column('title', sa.Text(), nullable=True), + sa.Column('data', sa.JSON(), nullable=True), + sa.Column('meta', sa.JSON(), nullable=True), + sa.Column('access_control', sa.JSON(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=True), + sa.Column('updated_at', sa.BigInteger(), nullable=True), ) def downgrade(): - op.drop_table("note") + op.drop_table('note') diff --git a/backend/open_webui/migrations/versions/a1b2c3d4e5f6_add_skill_table.py b/backend/open_webui/migrations/versions/a1b2c3d4e5f6_add_skill_table.py index 26e9e66240..f11f7d8d1b 100644 --- a/backend/open_webui/migrations/versions/a1b2c3d4e5f6_add_skill_table.py +++ b/backend/open_webui/migrations/versions/a1b2c3d4e5f6_add_skill_table.py @@ -13,8 +13,8 @@ import sqlalchemy as sa from open_webui.migrations.util import get_existing_tables -revision: str = "a1b2c3d4e5f6" -down_revision: Union[str, None] = "f1e2d3c4b5a6" +revision: str = 'a1b2c3d4e5f6' +down_revision: Union[str, None] = 'f1e2d3c4b5a6' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None @@ -22,24 +22,24 @@ depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: existing_tables = set(get_existing_tables()) - if "skill" not in existing_tables: + if 'skill' not in existing_tables: op.create_table( - "skill", - sa.Column("id", sa.String(), nullable=False, primary_key=True), - sa.Column("user_id", sa.String(), nullable=False), - sa.Column("name", sa.Text(), nullable=False, unique=True), - sa.Column("description", sa.Text(), nullable=True), - sa.Column("content", sa.Text(), nullable=False), - sa.Column("meta", sa.JSON(), nullable=True), - sa.Column("is_active", sa.Boolean(), nullable=False), - sa.Column("updated_at", sa.BigInteger(), nullable=False), - sa.Column("created_at", sa.BigInteger(), nullable=False), + 'skill', + sa.Column('id', sa.String(), nullable=False, primary_key=True), + sa.Column('user_id', sa.String(), nullable=False), + sa.Column('name', sa.Text(), nullable=False, unique=True), + sa.Column('description', sa.Text(), nullable=True), + sa.Column('content', sa.Text(), nullable=False), + sa.Column('meta', sa.JSON(), nullable=True), + sa.Column('is_active', sa.Boolean(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=False), + sa.Column('created_at', sa.BigInteger(), nullable=False), ) - op.create_index("idx_skill_user_id", "skill", ["user_id"]) - op.create_index("idx_skill_updated_at", "skill", ["updated_at"]) + op.create_index('idx_skill_user_id', 'skill', ['user_id']) + op.create_index('idx_skill_updated_at', 'skill', ['updated_at']) def downgrade() -> None: - op.drop_index("idx_skill_updated_at", table_name="skill") - op.drop_index("idx_skill_user_id", table_name="skill") - op.drop_table("skill") + op.drop_index('idx_skill_updated_at', table_name='skill') + op.drop_index('idx_skill_user_id', table_name='skill') + op.drop_table('skill') diff --git a/backend/open_webui/migrations/versions/a3dd5bedd151_add_tasks_and_summary_to_chat.py b/backend/open_webui/migrations/versions/a3dd5bedd151_add_tasks_and_summary_to_chat.py new file mode 100644 index 0000000000..20a3152cfe --- /dev/null +++ b/backend/open_webui/migrations/versions/a3dd5bedd151_add_tasks_and_summary_to_chat.py @@ -0,0 +1,28 @@ +"""Add tasks and summary columns to chat table + +Revision ID: a3dd5bedd151 +Revises: b2c3d4e5f6a7 +Create Date: 2026-03-29 22:15:00.000000 + +""" + +from typing import Sequence, Union + +from alembic import op +import sqlalchemy as sa + +# revision identifiers, used by Alembic. +revision: str = 'a3dd5bedd151' +down_revision: Union[str, None] = 'b2c3d4e5f6a7' +branch_labels: Union[str, Sequence[str], None] = None +depends_on: Union[str, Sequence[str], None] = None + + +def upgrade() -> None: + op.add_column('chat', sa.Column('tasks', sa.JSON(), nullable=True)) + op.add_column('chat', sa.Column('summary', sa.Text(), nullable=True)) + + +def downgrade() -> None: + op.drop_column('chat', 'summary') + op.drop_column('chat', 'tasks') diff --git a/backend/open_webui/migrations/versions/a5c220713937_add_reply_to_id_column_to_message.py b/backend/open_webui/migrations/versions/a5c220713937_add_reply_to_id_column_to_message.py index dd2b7d1a68..29157baa07 100644 --- a/backend/open_webui/migrations/versions/a5c220713937_add_reply_to_id_column_to_message.py +++ b/backend/open_webui/migrations/versions/a5c220713937_add_reply_to_id_column_to_message.py @@ -12,8 +12,8 @@ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. -revision: str = "a5c220713937" -down_revision: Union[str, None] = "38d63c18f30f" +revision: str = 'a5c220713937' +down_revision: Union[str, None] = '38d63c18f30f' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None @@ -21,14 +21,14 @@ depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: # Add 'reply_to_id' column to the 'message' table for replying to messages op.add_column( - "message", - sa.Column("reply_to_id", sa.Text(), nullable=True), + 'message', + sa.Column('reply_to_id', sa.Text(), nullable=True), ) pass def downgrade() -> None: # Remove 'reply_to_id' column from the 'message' table - op.drop_column("message", "reply_to_id") + op.drop_column('message', 'reply_to_id') pass diff --git a/backend/open_webui/migrations/versions/af906e964978_add_feedback_table.py b/backend/open_webui/migrations/versions/af906e964978_add_feedback_table.py index 9116aa3884..4d8fd63e80 100644 --- a/backend/open_webui/migrations/versions/af906e964978_add_feedback_table.py +++ b/backend/open_webui/migrations/versions/af906e964978_add_feedback_table.py @@ -10,8 +10,8 @@ from alembic import op import sqlalchemy as sa # Revision identifiers, used by Alembic. -revision = "af906e964978" -down_revision = "c29facfe716b" +revision = 'af906e964978' +down_revision = 'c29facfe716b' branch_labels = None depends_on = None @@ -19,33 +19,23 @@ depends_on = None def upgrade(): # ### Create feedback table ### op.create_table( - "feedback", + 'feedback', + sa.Column('id', sa.Text(), primary_key=True), # Unique identifier for each feedback (TEXT type) + sa.Column('user_id', sa.Text(), nullable=True), # ID of the user providing the feedback (TEXT type) + sa.Column('version', sa.BigInteger(), default=0), # Version of feedback (BIGINT type) + sa.Column('type', sa.Text(), nullable=True), # Type of feedback (TEXT type) + sa.Column('data', sa.JSON(), nullable=True), # Feedback data (JSON type) + sa.Column('meta', sa.JSON(), nullable=True), # Metadata for feedback (JSON type) + sa.Column('snapshot', sa.JSON(), nullable=True), # snapshot data for feedback (JSON type) sa.Column( - "id", sa.Text(), primary_key=True - ), # Unique identifier for each feedback (TEXT type) - sa.Column( - "user_id", sa.Text(), nullable=True - ), # ID of the user providing the feedback (TEXT type) - sa.Column( - "version", sa.BigInteger(), default=0 - ), # Version of feedback (BIGINT type) - sa.Column("type", sa.Text(), nullable=True), # Type of feedback (TEXT type) - sa.Column("data", sa.JSON(), nullable=True), # Feedback data (JSON type) - sa.Column( - "meta", sa.JSON(), nullable=True - ), # Metadata for feedback (JSON type) - sa.Column( - "snapshot", sa.JSON(), nullable=True - ), # snapshot data for feedback (JSON type) - sa.Column( - "created_at", sa.BigInteger(), nullable=False + 'created_at', sa.BigInteger(), nullable=False ), # Feedback creation timestamp (BIGINT representing epoch) sa.Column( - "updated_at", sa.BigInteger(), nullable=False + 'updated_at', sa.BigInteger(), nullable=False ), # Feedback update timestamp (BIGINT representing epoch) ) def downgrade(): # ### Drop feedback table ### - op.drop_table("feedback") + op.drop_table('feedback') diff --git a/backend/open_webui/migrations/versions/b10670c03dd5_update_user_table.py b/backend/open_webui/migrations/versions/b10670c03dd5_update_user_table.py index 0472c08616..623289d885 100644 --- a/backend/open_webui/migrations/versions/b10670c03dd5_update_user_table.py +++ b/backend/open_webui/migrations/versions/b10670c03dd5_update_user_table.py @@ -17,8 +17,8 @@ import json import time # revision identifiers, used by Alembic. -revision: str = "b10670c03dd5" -down_revision: Union[str, None] = "2f1211949ecc" +revision: str = 'b10670c03dd5' +down_revision: Union[str, None] = '2f1211949ecc' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None @@ -33,13 +33,11 @@ def _drop_sqlite_indexes_for_column(table_name, column_name, conn): for idx in indexes: index_name = idx[1] # index name # Get indexed columns - idx_info = conn.execute( - sa.text(f"PRAGMA index_info('{index_name}')") - ).fetchall() + idx_info = conn.execute(sa.text(f"PRAGMA index_info('{index_name}')")).fetchall() indexed_cols = [row[2] for row in idx_info] # col names if column_name in indexed_cols: - conn.execute(sa.text(f"DROP INDEX IF EXISTS {index_name}")) + conn.execute(sa.text(f'DROP INDEX IF EXISTS {index_name}')) def _convert_column_to_json(table: str, column: str): @@ -47,9 +45,9 @@ def _convert_column_to_json(table: str, column: str): dialect = conn.dialect.name # SQLite cannot ALTER COLUMN → must recreate column - if dialect == "sqlite": + if dialect == 'sqlite': # 1. Add temporary column - op.add_column(table, sa.Column(f"{column}_json", sa.JSON(), nullable=True)) + op.add_column(table, sa.Column(f'{column}_json', sa.JSON(), nullable=True)) # 2. Load old data rows = conn.execute(sa.text(f'SELECT id, {column} FROM "{table}"')).fetchall() @@ -66,14 +64,14 @@ def _convert_column_to_json(table: str, column: str): conn.execute( sa.text(f'UPDATE "{table}" SET {column}_json = :val WHERE id = :id'), - {"val": json.dumps(parsed) if parsed else None, "id": uid}, + {'val': json.dumps(parsed) if parsed else None, 'id': uid}, ) # 3. Drop old TEXT column op.drop_column(table, column) # 4. Rename new JSON column → original name - op.alter_column(table, f"{column}_json", new_column_name=column) + op.alter_column(table, f'{column}_json', new_column_name=column) else: # PostgreSQL supports direct CAST @@ -81,7 +79,7 @@ def _convert_column_to_json(table: str, column: str): table, column, type_=sa.JSON(), - postgresql_using=f"{column}::json", + postgresql_using=f'{column}::json', ) @@ -89,85 +87,77 @@ def _convert_column_to_text(table: str, column: str): conn = op.get_bind() dialect = conn.dialect.name - if dialect == "sqlite": - op.add_column(table, sa.Column(f"{column}_text", sa.Text(), nullable=True)) + if dialect == 'sqlite': + op.add_column(table, sa.Column(f'{column}_text', sa.Text(), nullable=True)) rows = conn.execute(sa.text(f'SELECT id, {column} FROM "{table}"')).fetchall() for uid, raw in rows: conn.execute( sa.text(f'UPDATE "{table}" SET {column}_text = :val WHERE id = :id'), - {"val": json.dumps(raw) if raw else None, "id": uid}, + {'val': json.dumps(raw) if raw else None, 'id': uid}, ) op.drop_column(table, column) - op.alter_column(table, f"{column}_text", new_column_name=column) + op.alter_column(table, f'{column}_text', new_column_name=column) else: op.alter_column( table, column, type_=sa.Text(), - postgresql_using=f"to_json({column})::text", + postgresql_using=f'to_json({column})::text', ) def upgrade() -> None: - op.add_column( - "user", sa.Column("profile_banner_image_url", sa.Text(), nullable=True) - ) - op.add_column("user", sa.Column("timezone", sa.String(), nullable=True)) + op.add_column('user', sa.Column('profile_banner_image_url', sa.Text(), nullable=True)) + op.add_column('user', sa.Column('timezone', sa.String(), nullable=True)) - op.add_column("user", sa.Column("presence_state", sa.String(), nullable=True)) - op.add_column("user", sa.Column("status_emoji", sa.String(), nullable=True)) - op.add_column("user", sa.Column("status_message", sa.Text(), nullable=True)) - op.add_column( - "user", sa.Column("status_expires_at", sa.BigInteger(), nullable=True) - ) + op.add_column('user', sa.Column('presence_state', sa.String(), nullable=True)) + op.add_column('user', sa.Column('status_emoji', sa.String(), nullable=True)) + op.add_column('user', sa.Column('status_message', sa.Text(), nullable=True)) + op.add_column('user', sa.Column('status_expires_at', sa.BigInteger(), nullable=True)) - op.add_column("user", sa.Column("oauth", sa.JSON(), nullable=True)) + op.add_column('user', sa.Column('oauth', sa.JSON(), nullable=True)) # Convert info (TEXT/JSONField) → JSON - _convert_column_to_json("user", "info") + _convert_column_to_json('user', 'info') # Convert settings (TEXT/JSONField) → JSON - _convert_column_to_json("user", "settings") + _convert_column_to_json('user', 'settings') op.create_table( - "api_key", - sa.Column("id", sa.Text(), primary_key=True, unique=True), - sa.Column("user_id", sa.Text(), sa.ForeignKey("user.id", ondelete="CASCADE")), - sa.Column("key", sa.Text(), unique=True, nullable=False), - sa.Column("data", sa.JSON(), nullable=True), - sa.Column("expires_at", sa.BigInteger(), nullable=True), - sa.Column("last_used_at", sa.BigInteger(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=False), - sa.Column("updated_at", sa.BigInteger(), nullable=False), + 'api_key', + sa.Column('id', sa.Text(), primary_key=True, unique=True), + sa.Column('user_id', sa.Text(), sa.ForeignKey('user.id', ondelete='CASCADE')), + sa.Column('key', sa.Text(), unique=True, nullable=False), + sa.Column('data', sa.JSON(), nullable=True), + sa.Column('expires_at', sa.BigInteger(), nullable=True), + sa.Column('last_used_at', sa.BigInteger(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=False), ) conn = op.get_bind() - users = conn.execute( - sa.text('SELECT id, oauth_sub FROM "user" WHERE oauth_sub IS NOT NULL') - ).fetchall() + users = conn.execute(sa.text('SELECT id, oauth_sub FROM "user" WHERE oauth_sub IS NOT NULL')).fetchall() for uid, oauth_sub in users: if oauth_sub: # Example formats supported: # provider@sub # plain sub (stored as {"oidc": {"sub": sub}}) - if "@" in oauth_sub: - provider, sub = oauth_sub.split("@", 1) + if '@' in oauth_sub: + provider, sub = oauth_sub.split('@', 1) else: - provider, sub = "oidc", oauth_sub + provider, sub = 'oidc', oauth_sub - oauth_json = json.dumps({provider: {"sub": sub}}) + oauth_json = json.dumps({provider: {'sub': sub}}) conn.execute( sa.text('UPDATE "user" SET oauth = :oauth WHERE id = :id'), - {"oauth": oauth_json, "id": uid}, + {'oauth': oauth_json, 'id': uid}, ) - users_with_keys = conn.execute( - sa.text('SELECT id, api_key FROM "user" WHERE api_key IS NOT NULL') - ).fetchall() + users_with_keys = conn.execute(sa.text('SELECT id, api_key FROM "user" WHERE api_key IS NOT NULL')).fetchall() now = int(time.time()) for uid, api_key in users_with_keys: @@ -178,72 +168,70 @@ def upgrade() -> None: VALUES (:id, :user_id, :key, :created_at, :updated_at) """), { - "id": f"key_{uid}", - "user_id": uid, - "key": api_key, - "created_at": now, - "updated_at": now, + 'id': f'key_{uid}', + 'user_id': uid, + 'key': api_key, + 'created_at': now, + 'updated_at': now, }, ) - if conn.dialect.name == "sqlite": - _drop_sqlite_indexes_for_column("user", "api_key", conn) - _drop_sqlite_indexes_for_column("user", "oauth_sub", conn) + if conn.dialect.name == 'sqlite': + _drop_sqlite_indexes_for_column('user', 'api_key', conn) + _drop_sqlite_indexes_for_column('user', 'oauth_sub', conn) - with op.batch_alter_table("user") as batch_op: - batch_op.drop_column("api_key") - batch_op.drop_column("oauth_sub") + with op.batch_alter_table('user') as batch_op: + batch_op.drop_column('api_key') + batch_op.drop_column('oauth_sub') def downgrade() -> None: # --- 1. Restore old oauth_sub column --- - op.add_column("user", sa.Column("oauth_sub", sa.Text(), nullable=True)) + op.add_column('user', sa.Column('oauth_sub', sa.Text(), nullable=True)) conn = op.get_bind() - users = conn.execute( - sa.text('SELECT id, oauth FROM "user" WHERE oauth IS NOT NULL') - ).fetchall() + users = conn.execute(sa.text('SELECT id, oauth FROM "user" WHERE oauth IS NOT NULL')).fetchall() for uid, oauth in users: try: data = json.loads(oauth) provider = list(data.keys())[0] - sub = data[provider].get("sub") - oauth_sub = f"{provider}@{sub}" + sub = data[provider].get('sub') + oauth_sub = f'{provider}@{sub}' except Exception: oauth_sub = None conn.execute( sa.text('UPDATE "user" SET oauth_sub = :oauth_sub WHERE id = :id'), - {"oauth_sub": oauth_sub, "id": uid}, + {'oauth_sub': oauth_sub, 'id': uid}, ) - op.drop_column("user", "oauth") + op.drop_column('user', 'oauth') # --- 2. Restore api_key field --- - op.add_column("user", sa.Column("api_key", sa.String(), nullable=True)) + op.add_column('user', sa.Column('api_key', sa.String(), nullable=True)) # Restore values from api_key - keys = conn.execute(sa.text("SELECT user_id, key FROM api_key")).fetchall() + keys = conn.execute(sa.text('SELECT user_id, key FROM api_key')).fetchall() for uid, key in keys: conn.execute( sa.text('UPDATE "user" SET api_key = :key WHERE id = :id'), - {"key": key, "id": uid}, + {'key': key, 'id': uid}, ) # Drop new table - op.drop_table("api_key") + op.drop_table('api_key') - with op.batch_alter_table("user") as batch_op: - batch_op.drop_column("profile_banner_image_url") - batch_op.drop_column("timezone") + with op.batch_alter_table('user') as batch_op: + batch_op.drop_column('profile_banner_image_url') + batch_op.drop_column('timezone') - batch_op.drop_column("presence_state") - batch_op.drop_column("status_emoji") - batch_op.drop_column("status_message") - batch_op.drop_column("status_expires_at") + batch_op.drop_column('presence_state') + batch_op.drop_column('status_emoji') + batch_op.drop_column('status_message') + batch_op.drop_column('status_expires_at') # Convert info (JSON) → TEXT - _convert_column_to_text("user", "info") + _convert_column_to_text('user', 'info') # Convert settings (JSON) → TEXT - _convert_column_to_text("user", "settings") + _convert_column_to_text('user', 'settings') diff --git a/backend/open_webui/migrations/versions/b2c3d4e5f6a7_add_scim_column_to_user_table.py b/backend/open_webui/migrations/versions/b2c3d4e5f6a7_add_scim_column_to_user_table.py index e8bf9a850f..e3668d3b6e 100644 --- a/backend/open_webui/migrations/versions/b2c3d4e5f6a7_add_scim_column_to_user_table.py +++ b/backend/open_webui/migrations/versions/b2c3d4e5f6a7_add_scim_column_to_user_table.py @@ -12,15 +12,15 @@ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. -revision: str = "b2c3d4e5f6a7" -down_revision: Union[str, None] = "a1b2c3d4e5f6" +revision: str = 'b2c3d4e5f6a7' +down_revision: Union[str, None] = 'a1b2c3d4e5f6' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: - op.add_column("user", sa.Column("scim", sa.JSON(), nullable=True)) + op.add_column('user', sa.Column('scim', sa.JSON(), nullable=True)) def downgrade() -> None: - op.drop_column("user", "scim") + op.drop_column('user', 'scim') diff --git a/backend/open_webui/migrations/versions/b7c8d9e0f1a2_add_last_read_at_to_chat.py b/backend/open_webui/migrations/versions/b7c8d9e0f1a2_add_last_read_at_to_chat.py new file mode 100644 index 0000000000..fb254432f6 --- /dev/null +++ b/backend/open_webui/migrations/versions/b7c8d9e0f1a2_add_last_read_at_to_chat.py @@ -0,0 +1,27 @@ +"""add last_read_at to chat + +Revision ID: b7c8d9e0f1a2 +Revises: d4e5f6a7b8c9 +Create Date: 2026-04-01 04:00:00.000000 + +""" + +from alembic import op +import sqlalchemy as sa + + +# revision identifiers, used by Alembic. +revision = 'b7c8d9e0f1a2' +down_revision = 'd4e5f6a7b8c9' +branch_labels = None +depends_on = None + + +def upgrade(): + op.add_column('chat', sa.Column('last_read_at', sa.BigInteger(), nullable=True)) + # Set existing chats to be marked as read + op.execute('UPDATE chat SET last_read_at = updated_at') + + +def downgrade(): + op.drop_column('chat', 'last_read_at') diff --git a/backend/open_webui/migrations/versions/c0fbf31ca0db_update_file_table.py b/backend/open_webui/migrations/versions/c0fbf31ca0db_update_file_table.py index 5f7f2abf70..709b644150 100644 --- a/backend/open_webui/migrations/versions/c0fbf31ca0db_update_file_table.py +++ b/backend/open_webui/migrations/versions/c0fbf31ca0db_update_file_table.py @@ -12,21 +12,21 @@ import sqlalchemy as sa from alembic import op # revision identifiers, used by Alembic. -revision: str = "c0fbf31ca0db" -down_revision: Union[str, None] = "ca81bd47c050" +revision: str = 'c0fbf31ca0db' +down_revision: Union[str, None] = 'ca81bd47c050' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade(): # ### commands auto generated by Alembic - please adjust! ### - op.add_column("file", sa.Column("hash", sa.Text(), nullable=True)) - op.add_column("file", sa.Column("data", sa.JSON(), nullable=True)) - op.add_column("file", sa.Column("updated_at", sa.BigInteger(), nullable=True)) + op.add_column('file', sa.Column('hash', sa.Text(), nullable=True)) + op.add_column('file', sa.Column('data', sa.JSON(), nullable=True)) + op.add_column('file', sa.Column('updated_at', sa.BigInteger(), nullable=True)) def downgrade(): # ### commands auto generated by Alembic - please adjust! ### - op.drop_column("file", "updated_at") - op.drop_column("file", "data") - op.drop_column("file", "hash") + op.drop_column('file', 'updated_at') + op.drop_column('file', 'data') + op.drop_column('file', 'hash') diff --git a/backend/open_webui/migrations/versions/c29facfe716b_update_file_table_path.py b/backend/open_webui/migrations/versions/c29facfe716b_update_file_table_path.py index 7786de425f..37fe63ef15 100644 --- a/backend/open_webui/migrations/versions/c29facfe716b_update_file_table_path.py +++ b/backend/open_webui/migrations/versions/c29facfe716b_update_file_table_path.py @@ -12,35 +12,33 @@ import json from sqlalchemy.sql import table, column from sqlalchemy import String, Text, JSON, and_ -revision = "c29facfe716b" -down_revision = "c69f45358db4" +revision = 'c29facfe716b' +down_revision = 'c69f45358db4' branch_labels = None depends_on = None def upgrade(): # 1. Add the `path` column to the "file" table. - op.add_column("file", sa.Column("path", sa.Text(), nullable=True)) + op.add_column('file', sa.Column('path', sa.Text(), nullable=True)) # 2. Convert the `meta` column from Text/JSONField to `JSON()` # Use Alembic's default batch_op for dialect compatibility. - with op.batch_alter_table("file", schema=None) as batch_op: + with op.batch_alter_table('file', schema=None) as batch_op: batch_op.alter_column( - "meta", + 'meta', type_=sa.JSON(), existing_type=sa.Text(), existing_nullable=True, nullable=True, - postgresql_using="meta::json", + postgresql_using='meta::json', ) # 3. Migrate legacy data from `meta` JSONField # Fetch and process `meta` data from the table, add values to the new `path` column as necessary. # We will use SQLAlchemy core bindings to ensure safety across different databases. - file_table = table( - "file", column("id", String), column("meta", JSON), column("path", Text) - ) + file_table = table('file', column('id', String), column('meta', JSON), column('path', Text)) # Create connection to the database connection = op.get_bind() @@ -55,24 +53,18 @@ def upgrade(): # Iterate over each row to extract and update the `path` from `meta` column for row in results: - if "path" in row.meta: + if 'path' in row.meta: # Extract the `path` field from the `meta` JSON - path = row.meta.get("path") + path = row.meta.get('path') # Update the `file` table with the new `path` value - connection.execute( - file_table.update() - .where(file_table.c.id == row.id) - .values({"path": path}) - ) + connection.execute(file_table.update().where(file_table.c.id == row.id).values({'path': path})) def downgrade(): # 1. Remove the `path` column - op.drop_column("file", "path") + op.drop_column('file', 'path') # 2. Revert the `meta` column back to Text/JSONField - with op.batch_alter_table("file", schema=None) as batch_op: - batch_op.alter_column( - "meta", type_=sa.Text(), existing_type=sa.JSON(), existing_nullable=True - ) + with op.batch_alter_table('file', schema=None) as batch_op: + batch_op.alter_column('meta', type_=sa.Text(), existing_type=sa.JSON(), existing_nullable=True) diff --git a/backend/open_webui/migrations/versions/c440947495f3_add_chat_file_table.py b/backend/open_webui/migrations/versions/c440947495f3_add_chat_file_table.py index fa818e1f08..0eae928b91 100644 --- a/backend/open_webui/migrations/versions/c440947495f3_add_chat_file_table.py +++ b/backend/open_webui/migrations/versions/c440947495f3_add_chat_file_table.py @@ -12,45 +12,43 @@ from alembic import op import sqlalchemy as sa # revision identifiers, used by Alembic. -revision: str = "c440947495f3" -down_revision: Union[str, None] = "81cc2ce44d79" +revision: str = 'c440947495f3' +down_revision: Union[str, None] = '81cc2ce44d79' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade() -> None: op.create_table( - "chat_file", - sa.Column("id", sa.Text(), primary_key=True), - sa.Column("user_id", sa.Text(), nullable=False), + 'chat_file', + sa.Column('id', sa.Text(), primary_key=True), + sa.Column('user_id', sa.Text(), nullable=False), sa.Column( - "chat_id", + 'chat_id', sa.Text(), - sa.ForeignKey("chat.id", ondelete="CASCADE"), + sa.ForeignKey('chat.id', ondelete='CASCADE'), nullable=False, ), sa.Column( - "file_id", + 'file_id', sa.Text(), - sa.ForeignKey("file.id", ondelete="CASCADE"), + sa.ForeignKey('file.id', ondelete='CASCADE'), nullable=False, ), - sa.Column("message_id", sa.Text(), nullable=True), - sa.Column("created_at", sa.BigInteger(), nullable=False), - sa.Column("updated_at", sa.BigInteger(), nullable=False), + sa.Column('message_id', sa.Text(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=False), # indexes - sa.Index("ix_chat_file_chat_id", "chat_id"), - sa.Index("ix_chat_file_file_id", "file_id"), - sa.Index("ix_chat_file_message_id", "message_id"), - sa.Index("ix_chat_file_user_id", "user_id"), + sa.Index('ix_chat_file_chat_id', 'chat_id'), + sa.Index('ix_chat_file_file_id', 'file_id'), + sa.Index('ix_chat_file_message_id', 'message_id'), + sa.Index('ix_chat_file_user_id', 'user_id'), # unique constraints - sa.UniqueConstraint( - "chat_id", "file_id", name="uq_chat_file_chat_file" - ), # prevent duplicate entries + sa.UniqueConstraint('chat_id', 'file_id', name='uq_chat_file_chat_file'), # prevent duplicate entries ) pass def downgrade() -> None: - op.drop_table("chat_file") + op.drop_table('chat_file') pass diff --git a/backend/open_webui/migrations/versions/c69f45358db4_add_folder_table.py b/backend/open_webui/migrations/versions/c69f45358db4_add_folder_table.py index 83e0dc28ed..c9572fe7a3 100644 --- a/backend/open_webui/migrations/versions/c69f45358db4_add_folder_table.py +++ b/backend/open_webui/migrations/versions/c69f45358db4_add_folder_table.py @@ -9,42 +9,40 @@ Create Date: 2024-10-16 02:02:35.241684 from alembic import op import sqlalchemy as sa -revision = "c69f45358db4" -down_revision = "3ab32c4b8f59" +revision = 'c69f45358db4' +down_revision = '3ab32c4b8f59' branch_labels = None depends_on = None def upgrade(): op.create_table( - "folder", - sa.Column("id", sa.Text(), nullable=False), - sa.Column("parent_id", sa.Text(), nullable=True), - sa.Column("user_id", sa.Text(), nullable=False), - sa.Column("name", sa.Text(), nullable=False), - sa.Column("items", sa.JSON(), nullable=True), - sa.Column("meta", sa.JSON(), nullable=True), - sa.Column("is_expanded", sa.Boolean(), default=False, nullable=False), + 'folder', + sa.Column('id', sa.Text(), nullable=False), + sa.Column('parent_id', sa.Text(), nullable=True), + sa.Column('user_id', sa.Text(), nullable=False), + sa.Column('name', sa.Text(), nullable=False), + sa.Column('items', sa.JSON(), nullable=True), + sa.Column('meta', sa.JSON(), nullable=True), + sa.Column('is_expanded', sa.Boolean(), default=False, nullable=False), + sa.Column('created_at', sa.DateTime(), server_default=sa.func.now(), nullable=False), sa.Column( - "created_at", sa.DateTime(), server_default=sa.func.now(), nullable=False - ), - sa.Column( - "updated_at", + 'updated_at', sa.DateTime(), nullable=False, server_default=sa.func.now(), onupdate=sa.func.now(), ), - sa.PrimaryKeyConstraint("id", "user_id"), + sa.PrimaryKeyConstraint('id', 'user_id'), ) op.add_column( - "chat", - sa.Column("folder_id", sa.Text(), nullable=True), + 'chat', + sa.Column('folder_id', sa.Text(), nullable=True), ) def downgrade(): - op.drop_column("chat", "folder_id") + op.drop_column('chat', 'folder_id') - op.drop_table("folder") + op.drop_table('folder') diff --git a/backend/open_webui/migrations/versions/ca81bd47c050_add_config_table.py b/backend/open_webui/migrations/versions/ca81bd47c050_add_config_table.py index 1540aa6a7f..5fdf933dd6 100644 --- a/backend/open_webui/migrations/versions/ca81bd47c050_add_config_table.py +++ b/backend/open_webui/migrations/versions/ca81bd47c050_add_config_table.py @@ -12,23 +12,21 @@ import sqlalchemy as sa from alembic import op # revision identifiers, used by Alembic. -revision: str = "ca81bd47c050" -down_revision: Union[str, None] = "7e5b5dc7342b" +revision: str = 'ca81bd47c050' +down_revision: Union[str, None] = '7e5b5dc7342b' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None def upgrade(): op.create_table( - "config", - sa.Column("id", sa.Integer, primary_key=True), - sa.Column("data", sa.JSON(), nullable=False), - sa.Column("version", sa.Integer, nullable=False), + 'config', + sa.Column('id', sa.Integer, primary_key=True), + sa.Column('data', sa.JSON(), nullable=False), + sa.Column('version', sa.Integer, nullable=False), + sa.Column('created_at', sa.DateTime(), nullable=False, server_default=sa.func.now()), sa.Column( - "created_at", sa.DateTime(), nullable=False, server_default=sa.func.now() - ), - sa.Column( - "updated_at", + 'updated_at', sa.DateTime(), nullable=True, server_default=sa.func.now(), @@ -38,4 +36,4 @@ def upgrade(): def downgrade(): - op.drop_table("config") + op.drop_table('config') diff --git a/backend/open_webui/migrations/versions/d31026856c01_update_folder_table_data.py b/backend/open_webui/migrations/versions/d31026856c01_update_folder_table_data.py index 3c916964e9..444e131db7 100644 --- a/backend/open_webui/migrations/versions/d31026856c01_update_folder_table_data.py +++ b/backend/open_webui/migrations/versions/d31026856c01_update_folder_table_data.py @@ -9,15 +9,15 @@ Create Date: 2025-07-13 03:00:00.000000 from alembic import op import sqlalchemy as sa -revision = "d31026856c01" -down_revision = "9f0c9cd09105" +revision = 'd31026856c01' +down_revision = '9f0c9cd09105' branch_labels = None depends_on = None def upgrade(): - op.add_column("folder", sa.Column("data", sa.JSON(), nullable=True)) + op.add_column('folder', sa.Column('data', sa.JSON(), nullable=True)) def downgrade(): - op.drop_column("folder", "data") + op.drop_column('folder', 'data') diff --git a/backend/open_webui/migrations/versions/d4e5f6a7b8c9_add_automation_tables.py b/backend/open_webui/migrations/versions/d4e5f6a7b8c9_add_automation_tables.py new file mode 100644 index 0000000000..fc90dc417f --- /dev/null +++ b/backend/open_webui/migrations/versions/d4e5f6a7b8c9_add_automation_tables.py @@ -0,0 +1,55 @@ +"""add automation tables + +Revision ID: d4e5f6a7b8c9 +Revises: f1e2d3c4b5a6 +Create Date: 2026-03-30 +""" + +from typing import Union + +from alembic import op +import sqlalchemy as sa + +revision: str = 'd4e5f6a7b8c9' +down_revision: Union[str, None] = 'a3dd5bedd151' +branch_labels = None +depends_on = None + + +def upgrade(): + op.create_table( + 'automation', + sa.Column('id', sa.Text(), primary_key=True), + sa.Column('user_id', sa.Text(), nullable=False), + sa.Column('name', sa.Text(), nullable=False), + sa.Column('data', sa.JSON(), nullable=False), + sa.Column('meta', sa.JSON(), nullable=True), + sa.Column('is_active', sa.Boolean(), nullable=False, default=True), + sa.Column('last_run_at', sa.BigInteger(), nullable=True), + sa.Column('next_run_at', sa.BigInteger(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=False), + sa.Column('updated_at', sa.BigInteger(), nullable=False), + ) + op.create_index('ix_automation_next_run', 'automation', ['next_run_at']) + + op.create_table( + 'automation_run', + sa.Column('id', sa.Text(), primary_key=True), + sa.Column('automation_id', sa.Text(), nullable=False), + sa.Column('chat_id', sa.Text(), nullable=True), + sa.Column('status', sa.Text(), nullable=False), + sa.Column('error', sa.Text(), nullable=True), + sa.Column('created_at', sa.BigInteger(), nullable=False), + ) + op.create_index( + 'ix_automation_run_automation_id', + 'automation_run', + ['automation_id'], + ) + + +def downgrade(): + op.drop_index('ix_automation_run_automation_id') + op.drop_table('automation_run') + op.drop_index('ix_automation_next_run') + op.drop_table('automation') diff --git a/backend/open_webui/migrations/versions/f1e2d3c4b5a6_add_access_grant_table.py b/backend/open_webui/migrations/versions/f1e2d3c4b5a6_add_access_grant_table.py index 5569718dd8..5ed572cf7a 100644 --- a/backend/open_webui/migrations/versions/f1e2d3c4b5a6_add_access_grant_table.py +++ b/backend/open_webui/migrations/versions/f1e2d3c4b5a6_add_access_grant_table.py @@ -20,8 +20,8 @@ import sqlalchemy as sa from open_webui.migrations.util import get_existing_tables -revision: str = "f1e2d3c4b5a6" -down_revision: Union[str, None] = "8452d01d26d7" +revision: str = 'f1e2d3c4b5a6' +down_revision: Union[str, None] = '8452d01d26d7' branch_labels: Union[str, Sequence[str], None] = None depends_on: Union[str, Sequence[str], None] = None @@ -30,34 +30,34 @@ def upgrade() -> None: existing_tables = set(get_existing_tables()) # Create access_grant table - if "access_grant" not in existing_tables: + if 'access_grant' not in existing_tables: op.create_table( - "access_grant", - sa.Column("id", sa.Text(), nullable=False, primary_key=True), - sa.Column("resource_type", sa.Text(), nullable=False), - sa.Column("resource_id", sa.Text(), nullable=False), - sa.Column("principal_type", sa.Text(), nullable=False), - sa.Column("principal_id", sa.Text(), nullable=False), - sa.Column("permission", sa.Text(), nullable=False), - sa.Column("created_at", sa.BigInteger(), nullable=False), + 'access_grant', + sa.Column('id', sa.Text(), nullable=False, primary_key=True), + sa.Column('resource_type', sa.Text(), nullable=False), + sa.Column('resource_id', sa.Text(), nullable=False), + sa.Column('principal_type', sa.Text(), nullable=False), + sa.Column('principal_id', sa.Text(), nullable=False), + sa.Column('permission', sa.Text(), nullable=False), + sa.Column('created_at', sa.BigInteger(), nullable=False), sa.UniqueConstraint( - "resource_type", - "resource_id", - "principal_type", - "principal_id", - "permission", - name="uq_access_grant_grant", + 'resource_type', + 'resource_id', + 'principal_type', + 'principal_id', + 'permission', + name='uq_access_grant_grant', ), ) op.create_index( - "idx_access_grant_resource", - "access_grant", - ["resource_type", "resource_id"], + 'idx_access_grant_resource', + 'access_grant', + ['resource_type', 'resource_id'], ) op.create_index( - "idx_access_grant_principal", - "access_grant", - ["principal_type", "principal_id"], + 'idx_access_grant_principal', + 'access_grant', + ['principal_type', 'principal_id'], ) # Backfill existing access_control JSON data @@ -65,13 +65,13 @@ def upgrade() -> None: # Tables with access_control JSON columns: (table_name, resource_type) resource_tables = [ - ("knowledge", "knowledge"), - ("prompt", "prompt"), - ("tool", "tool"), - ("model", "model"), - ("note", "note"), - ("channel", "channel"), - ("file", "file"), + ('knowledge', 'knowledge'), + ('prompt', 'prompt'), + ('tool', 'tool'), + ('model', 'model'), + ('note', 'note'), + ('channel', 'channel'), + ('file', 'file'), ] now = int(time.time()) @@ -83,9 +83,7 @@ def upgrade() -> None: # Query all rows try: - result = conn.execute( - sa.text(f'SELECT id, access_control FROM "{table_name}"') - ) + result = conn.execute(sa.text(f'SELECT id, access_control FROM "{table_name}"')) rows = result.fetchall() except Exception: continue @@ -99,19 +97,16 @@ def upgrade() -> None: # EXCEPTION: files with NULL are PRIVATE (owner-only), not public is_null = ( access_control_json is None - or access_control_json == "null" - or ( - isinstance(access_control_json, str) - and access_control_json.strip().lower() == "null" - ) + or access_control_json == 'null' + or (isinstance(access_control_json, str) and access_control_json.strip().lower() == 'null') ) if is_null: # Files: NULL = private (no entry needed, owner has implicit access) # Other resources: NULL = public (insert user:* for read) - if resource_type == "file": + if resource_type == 'file': continue # Private - no entry needed - key = (resource_type, resource_id, "user", "*", "read") + key = (resource_type, resource_id, 'user', '*', 'read') if key not in inserted: try: conn.execute( @@ -120,13 +115,13 @@ def upgrade() -> None: VALUES (:id, :resource_type, :resource_id, :principal_type, :principal_id, :permission, :created_at) """), { - "id": str(uuid.uuid4()), - "resource_type": resource_type, - "resource_id": resource_id, - "principal_type": "user", - "principal_id": "*", - "permission": "read", - "created_at": now, + 'id': str(uuid.uuid4()), + 'resource_type': resource_type, + 'resource_id': resource_id, + 'principal_type': 'user', + 'principal_id': '*', + 'permission': 'read', + 'created_at': now, }, ) inserted.add(key) @@ -149,28 +144,24 @@ def upgrade() -> None: continue # Check if it's effectively empty (no read/write keys with content) - read_data = access_control_json.get("read", {}) - write_data = access_control_json.get("write", {}) + read_data = access_control_json.get('read', {}) + write_data = access_control_json.get('write', {}) - has_read_grants = read_data.get("group_ids", []) or read_data.get( - "user_ids", [] - ) - has_write_grants = write_data.get("group_ids", []) or write_data.get( - "user_ids", [] - ) + has_read_grants = read_data.get('group_ids', []) or read_data.get('user_ids', []) + has_write_grants = write_data.get('group_ids', []) or write_data.get('user_ids', []) if not has_read_grants and not has_write_grants: # Empty permissions = private, no grants needed continue # Extract permissions and insert into access_grant table - for permission in ["read", "write"]: + for permission in ['read', 'write']: perm_data = access_control_json.get(permission, {}) if not perm_data: continue - for group_id in perm_data.get("group_ids", []): - key = (resource_type, resource_id, "group", group_id, permission) + for group_id in perm_data.get('group_ids', []): + key = (resource_type, resource_id, 'group', group_id, permission) if key in inserted: continue try: @@ -180,21 +171,21 @@ def upgrade() -> None: VALUES (:id, :resource_type, :resource_id, :principal_type, :principal_id, :permission, :created_at) """), { - "id": str(uuid.uuid4()), - "resource_type": resource_type, - "resource_id": resource_id, - "principal_type": "group", - "principal_id": group_id, - "permission": permission, - "created_at": now, + 'id': str(uuid.uuid4()), + 'resource_type': resource_type, + 'resource_id': resource_id, + 'principal_type': 'group', + 'principal_id': group_id, + 'permission': permission, + 'created_at': now, }, ) inserted.add(key) except Exception: pass - for user_id in perm_data.get("user_ids", []): - key = (resource_type, resource_id, "user", user_id, permission) + for user_id in perm_data.get('user_ids', []): + key = (resource_type, resource_id, 'user', user_id, permission) if key in inserted: continue try: @@ -204,13 +195,13 @@ def upgrade() -> None: VALUES (:id, :resource_type, :resource_id, :principal_type, :principal_id, :permission, :created_at) """), { - "id": str(uuid.uuid4()), - "resource_type": resource_type, - "resource_id": resource_id, - "principal_type": "user", - "principal_id": user_id, - "permission": permission, - "created_at": now, + 'id': str(uuid.uuid4()), + 'resource_type': resource_type, + 'resource_id': resource_id, + 'principal_type': 'user', + 'principal_id': user_id, + 'permission': permission, + 'created_at': now, }, ) inserted.add(key) @@ -223,7 +214,7 @@ def upgrade() -> None: continue try: with op.batch_alter_table(table_name) as batch: - batch.drop_column("access_control") + batch.drop_column('access_control') except Exception: pass @@ -235,20 +226,20 @@ def downgrade() -> None: # Resource tables mapping: (table_name, resource_type) resource_tables = [ - ("knowledge", "knowledge"), - ("prompt", "prompt"), - ("tool", "tool"), - ("model", "model"), - ("note", "note"), - ("channel", "channel"), - ("file", "file"), + ('knowledge', 'knowledge'), + ('prompt', 'prompt'), + ('tool', 'tool'), + ('model', 'model'), + ('note', 'note'), + ('channel', 'channel'), + ('file', 'file'), ] # Step 1: Re-add access_control columns to resource tables for table_name, _ in resource_tables: try: with op.batch_alter_table(table_name) as batch: - batch.add_column(sa.Column("access_control", sa.JSON(), nullable=True)) + batch.add_column(sa.Column('access_control', sa.JSON(), nullable=True)) except Exception: pass @@ -262,7 +253,7 @@ def downgrade() -> None: FROM access_grant WHERE resource_type = :resource_type """), - {"resource_type": resource_type}, + {'resource_type': resource_type}, ) rows = result.fetchall() except Exception: @@ -278,49 +269,35 @@ def downgrade() -> None: if resource_id not in resource_grants: resource_grants[resource_id] = { - "is_public": False, - "read": {"group_ids": [], "user_ids": []}, - "write": {"group_ids": [], "user_ids": []}, + 'is_public': False, + 'read': {'group_ids': [], 'user_ids': []}, + 'write': {'group_ids': [], 'user_ids': []}, } # Handle public access (user:* for read) - if ( - principal_type == "user" - and principal_id == "*" - and permission == "read" - ): - resource_grants[resource_id]["is_public"] = True + if principal_type == 'user' and principal_id == '*' and permission == 'read': + resource_grants[resource_id]['is_public'] = True continue # Add to appropriate list - if permission in ["read", "write"]: - if principal_type == "group": - if ( - principal_id - not in resource_grants[resource_id][permission]["group_ids"] - ): - resource_grants[resource_id][permission]["group_ids"].append( - principal_id - ) - elif principal_type == "user": - if ( - principal_id - not in resource_grants[resource_id][permission]["user_ids"] - ): - resource_grants[resource_id][permission]["user_ids"].append( - principal_id - ) + if permission in ['read', 'write']: + if principal_type == 'group': + if principal_id not in resource_grants[resource_id][permission]['group_ids']: + resource_grants[resource_id][permission]['group_ids'].append(principal_id) + elif principal_type == 'user': + if principal_id not in resource_grants[resource_id][permission]['user_ids']: + resource_grants[resource_id][permission]['user_ids'].append(principal_id) # Step 3: Update each resource with reconstructed JSON for resource_id, grants in resource_grants.items(): - if grants["is_public"]: + if grants['is_public']: # Public = NULL access_control_value = None elif ( - not grants["read"]["group_ids"] - and not grants["read"]["user_ids"] - and not grants["write"]["group_ids"] - and not grants["write"]["user_ids"] + not grants['read']['group_ids'] + and not grants['read']['user_ids'] + and not grants['write']['group_ids'] + and not grants['write']['user_ids'] ): # No grants = should not happen (would mean no entries), default to {} access_control_value = json.dumps({}) @@ -328,17 +305,15 @@ def downgrade() -> None: # Custom permissions access_control_value = json.dumps( { - "read": grants["read"], - "write": grants["write"], + 'read': grants['read'], + 'write': grants['write'], } ) try: conn.execute( - sa.text( - f'UPDATE "{table_name}" SET access_control = :access_control WHERE id = :id' - ), - {"access_control": access_control_value, "id": resource_id}, + sa.text(f'UPDATE "{table_name}" SET access_control = :access_control WHERE id = :id'), + {'access_control': access_control_value, 'id': resource_id}, ) except Exception: pass @@ -346,7 +321,7 @@ def downgrade() -> None: # Step 4: Set all resources WITHOUT entries to private # For files: NULL means private (owner-only), so leave as NULL # For other resources: {} means private, so update to {} - if resource_type != "file": + if resource_type != 'file': try: conn.execute( sa.text(f""" @@ -357,13 +332,13 @@ def downgrade() -> None: ) AND access_control IS NULL """), - {"private_value": json.dumps({}), "resource_type": resource_type}, + {'private_value': json.dumps({}), 'resource_type': resource_type}, ) except Exception: pass # For files, NULL stays NULL - no action needed # Step 5: Drop the access_grant table - op.drop_index("idx_access_grant_principal", table_name="access_grant") - op.drop_index("idx_access_grant_resource", table_name="access_grant") - op.drop_table("access_grant") + op.drop_index('idx_access_grant_principal', table_name='access_grant') + op.drop_index('idx_access_grant_resource', table_name='access_grant') + op.drop_table('access_grant') diff --git a/backend/open_webui/models/access_grants.py b/backend/open_webui/models/access_grants.py index 4519abc964..f064306a2c 100644 --- a/backend/open_webui/models/access_grants.py +++ b/backend/open_webui/models/access_grants.py @@ -3,8 +3,9 @@ import time import uuid from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, get_db_context +from sqlalchemy import select, delete +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, get_async_db_context from pydantic import BaseModel, ConfigDict from sqlalchemy import BigInteger, Column, Text, UniqueConstraint, or_, and_ @@ -19,28 +20,24 @@ log = logging.getLogger(__name__) class AccessGrant(Base): - __tablename__ = "access_grant" + __tablename__ = 'access_grant' id = Column(Text, primary_key=True) - resource_type = Column( - Text, nullable=False - ) # "knowledge", "model", "prompt", "tool", "note", "channel", "file" + resource_type = Column(Text, nullable=False) # "knowledge", "model", "prompt", "tool", "note", "channel", "file" resource_id = Column(Text, nullable=False) principal_type = Column(Text, nullable=False) # "user" or "group" - principal_id = Column( - Text, nullable=False - ) # user_id, group_id, or "*" (wildcard for public) + principal_id = Column(Text, nullable=False) # user_id, group_id, or "*" (wildcard for public) permission = Column(Text, nullable=False) # "read" or "write" created_at = Column(BigInteger, nullable=False) __table_args__ = ( UniqueConstraint( - "resource_type", - "resource_id", - "principal_type", - "principal_id", - "permission", - name="uq_access_grant_grant", + 'resource_type', + 'resource_id', + 'principal_type', + 'principal_id', + 'permission', + name='uq_access_grant_grant', ), ) @@ -66,7 +63,7 @@ class AccessGrantResponse(BaseModel): permission: str @classmethod - def from_grant(cls, grant: "AccessGrantModel") -> "AccessGrantResponse": + def from_grant(cls, grant: 'AccessGrantModel') -> 'AccessGrantResponse': return cls( id=grant.id, principal_type=grant.principal_type, @@ -100,14 +97,14 @@ def access_control_to_grants( if access_control is None: # NULL → public read (user:* for read) # Exception: files with NULL are private (owner-only), no grants needed - if resource_type != "file": + if resource_type != 'file': grants.append( { - "resource_type": resource_type, - "resource_id": resource_id, - "principal_type": "user", - "principal_id": "*", - "permission": "read", + 'resource_type': resource_type, + 'resource_id': resource_id, + 'principal_type': 'user', + 'principal_id': '*', + 'permission': 'read', } ) return grants @@ -117,30 +114,30 @@ def access_control_to_grants( return grants # Parse structured permissions - for permission in ["read", "write"]: + for permission in ['read', 'write']: perm_data = access_control.get(permission, {}) if not perm_data: continue - for group_id in perm_data.get("group_ids", []): + for group_id in perm_data.get('group_ids', []): grants.append( { - "resource_type": resource_type, - "resource_id": resource_id, - "principal_type": "group", - "principal_id": group_id, - "permission": permission, + 'resource_type': resource_type, + 'resource_id': resource_id, + 'principal_type': 'group', + 'principal_id': group_id, + 'permission': permission, } ) - for user_id in perm_data.get("user_ids", []): + for user_id in perm_data.get('user_ids', []): grants.append( { - "resource_type": resource_type, - "resource_id": resource_id, - "principal_type": "user", - "principal_id": user_id, - "permission": permission, + 'resource_type': resource_type, + 'resource_id': resource_id, + 'principal_type': 'user', + 'principal_id': user_id, + 'permission': permission, } ) @@ -164,27 +161,23 @@ def normalize_access_grants(access_grants: Optional[list]) -> list[dict]: if not isinstance(grant, dict): continue - principal_type = grant.get("principal_type") - principal_id = grant.get("principal_id") - permission = grant.get("permission") + principal_type = grant.get('principal_type') + principal_id = grant.get('principal_id') + permission = grant.get('permission') - if principal_type not in ("user", "group"): + if principal_type not in ('user', 'group'): continue - if permission not in ("read", "write"): + if permission not in ('read', 'write'): continue if not isinstance(principal_id, str) or not principal_id: continue key = (principal_type, principal_id, permission) deduped[key] = { - "id": ( - grant.get("id") - if isinstance(grant.get("id"), str) and grant.get("id") - else str(uuid.uuid4()) - ), - "principal_type": principal_type, - "principal_id": principal_id, - "permission": permission, + 'id': (grant.get('id') if isinstance(grant.get('id'), str) and grant.get('id') else str(uuid.uuid4())), + 'principal_type': principal_type, + 'principal_id': principal_id, + 'permission': permission, } return list(deduped.values()) @@ -195,11 +188,17 @@ def has_public_read_access_grant(access_grants: Optional[list]) -> bool: Returns True when a direct grant list includes wildcard public-read. """ for grant in normalize_access_grants(access_grants): - if ( - grant["principal_type"] == "user" - and grant["principal_id"] == "*" - and grant["permission"] == "read" - ): + if grant['principal_type'] == 'user' and grant['principal_id'] == '*' and grant['permission'] == 'read': + return True + return False + + +def has_public_write_access_grant(access_grants: Optional[list]) -> bool: + """ + Returns True when a direct grant list includes wildcard public-write. + """ + for grant in normalize_access_grants(access_grants): + if grant['principal_type'] == 'user' and grant['principal_id'] == '*' and grant['permission'] == 'write': return True return False @@ -209,7 +208,7 @@ def has_user_access_grant(access_grants: Optional[list]) -> bool: Returns True when a direct grant list includes any non-wildcard user grant. """ for grant in normalize_access_grants(access_grants): - if grant["principal_type"] == "user" and grant["principal_id"] != "*": + if grant['principal_type'] == 'user' and grant['principal_id'] != '*': return True return False @@ -225,18 +224,9 @@ def strip_user_access_grants(access_grants: Optional[list]) -> list: grant for grant in access_grants if not ( - ( - grant.get("principal_type") - if isinstance(grant, dict) - else getattr(grant, "principal_type", None) - ) - == "user" - and ( - grant.get("principal_id") - if isinstance(grant, dict) - else getattr(grant, "principal_id", None) - ) - != "*" + (grant.get('principal_type') if isinstance(grant, dict) else getattr(grant, 'principal_type', None)) + == 'user' + and (grant.get('principal_id') if isinstance(grant, dict) else getattr(grant, 'principal_id', None)) != '*' ) ] @@ -260,29 +250,25 @@ def grants_to_access_control(grants: list) -> Optional[dict]: return {} # No grants = private/owner-only result = { - "read": {"group_ids": [], "user_ids": []}, - "write": {"group_ids": [], "user_ids": []}, + 'read': {'group_ids': [], 'user_ids': []}, + 'write': {'group_ids': [], 'user_ids': []}, } is_public = False for grant in grants: - if ( - grant.principal_type == "user" - and grant.principal_id == "*" - and grant.permission == "read" - ): + if grant.principal_type == 'user' and grant.principal_id == '*' and grant.permission == 'read': is_public = True continue # Don't add wildcard to user_ids list - if grant.permission not in ("read", "write"): + if grant.permission not in ('read', 'write'): continue - if grant.principal_type == "group": - if grant.principal_id not in result[grant.permission]["group_ids"]: - result[grant.permission]["group_ids"].append(grant.principal_id) - elif grant.principal_type == "user": - if grant.principal_id not in result[grant.permission]["user_ids"]: - result[grant.permission]["user_ids"].append(grant.principal_id) + if grant.principal_type == 'group': + if grant.principal_id not in result[grant.permission]['group_ids']: + result[grant.permission]['group_ids'].append(grant.principal_id) + elif grant.principal_type == 'user': + if grant.principal_id not in result[grant.permission]['user_ids']: + result[grant.permission]['user_ids'].append(grant.principal_id) if is_public: return None # Public read access @@ -296,20 +282,20 @@ def grants_to_access_control(grants: list) -> Optional[dict]: class AccessGrantsTable: - def grant_access( + async def grant_access( self, resource_type: str, resource_id: str, principal_type: str, principal_id: str, permission: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[AccessGrantModel]: """Add a single access grant. Idempotent (ignores duplicates).""" - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Check for existing grant - existing = ( - db.query(AccessGrant) + result = await db.execute( + select(AccessGrant) .filter_by( resource_type=resource_type, resource_id=resource_id, @@ -317,8 +303,8 @@ class AccessGrantsTable: principal_id=principal_id, permission=permission, ) - .first() ) + existing = result.scalars().first() if existing: return AccessGrantModel.model_validate(existing) @@ -332,23 +318,23 @@ class AccessGrantsTable: created_at=int(time.time()), ) db.add(grant) - db.commit() - db.refresh(grant) + await db.commit() + await db.refresh(grant) return AccessGrantModel.model_validate(grant) - def revoke_access( + async def revoke_access( self, resource_type: str, resource_id: str, principal_type: str, principal_id: str, permission: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> bool: """Remove a single access grant.""" - with get_db_context(db) as db: - deleted = ( - db.query(AccessGrant) + async with get_async_db_context(db) as db: + result = await db.execute( + delete(AccessGrant) .filter_by( resource_type=resource_type, resource_id=resource_id, @@ -356,52 +342,50 @@ class AccessGrantsTable: principal_id=principal_id, permission=permission, ) - .delete() ) - db.commit() - return deleted > 0 + await db.commit() + return result.rowcount > 0 - def revoke_all_access( + async def revoke_all_access( self, resource_type: str, resource_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> int: """Remove all access grants for a resource.""" - with get_db_context(db) as db: - deleted = ( - db.query(AccessGrant) + async with get_async_db_context(db) as db: + result = await db.execute( + delete(AccessGrant) .filter_by( resource_type=resource_type, resource_id=resource_id, ) - .delete() ) - db.commit() - return deleted + await db.commit() + return result.rowcount - def set_access_control( + async def set_access_control( self, resource_type: str, resource_id: str, access_control: Optional[dict], - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[AccessGrantModel]: """ Replace all grants for a resource from an access_control JSON dict. This is the primary bridge for backward compat with the frontend. """ - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Delete all existing grants for this resource - db.query(AccessGrant).filter_by( - resource_type=resource_type, - resource_id=resource_id, - ).delete() + await db.execute( + delete(AccessGrant).filter_by( + resource_type=resource_type, + resource_id=resource_id, + ) + ) # Convert JSON to grant dicts - grant_dicts = access_control_to_grants( - resource_type, resource_id, access_control - ) + grant_dicts = access_control_to_grants(resource_type, resource_id, access_control) # Insert new grants results = [] @@ -414,25 +398,27 @@ class AccessGrantsTable: db.add(grant) results.append(grant) - db.commit() + await db.commit() return [AccessGrantModel.model_validate(g) for g in results] - def set_access_grants( + async def set_access_grants( self, resource_type: str, resource_id: str, access_grants: Optional[list], - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[AccessGrantModel]: """ Replace all grants for a resource from a direct access_grants list. """ - with get_db_context(db) as db: - db.query(AccessGrant).filter_by( - resource_type=resource_type, - resource_id=resource_id, - ).delete() + async with get_async_db_context(db) as db: + await db.execute( + delete(AccessGrant).filter_by( + resource_type=resource_type, + resource_id=resource_id, + ) + ) normalized_grants = normalize_access_grants(access_grants) @@ -442,90 +428,88 @@ class AccessGrantsTable: id=str(uuid.uuid4()), resource_type=resource_type, resource_id=resource_id, - principal_type=grant_dict["principal_type"], - principal_id=grant_dict["principal_id"], - permission=grant_dict["permission"], + principal_type=grant_dict['principal_type'], + principal_id=grant_dict['principal_id'], + permission=grant_dict['permission'], created_at=int(time.time()), ) db.add(grant) results.append(grant) - db.commit() + await db.commit() return [AccessGrantModel.model_validate(g) for g in results] - def get_access_control( + async def get_access_control( self, resource_type: str, resource_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[dict]: """ Reconstruct the old-style access_control JSON dict from grants. For backward compat with the frontend. """ - with get_db_context(db) as db: - grants = ( - db.query(AccessGrant) + async with get_async_db_context(db) as db: + result = await db.execute( + select(AccessGrant) .filter_by( resource_type=resource_type, resource_id=resource_id, ) - .all() ) + grants = result.scalars().all() grant_models = [AccessGrantModel.model_validate(g) for g in grants] return grants_to_access_control(grant_models) - def get_grants_by_resource( + async def get_grants_by_resource( self, resource_type: str, resource_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[AccessGrantModel]: """Get all grants for a specific resource.""" - with get_db_context(db) as db: - grants = ( - db.query(AccessGrant) + async with get_async_db_context(db) as db: + result = await db.execute( + select(AccessGrant) .filter_by( resource_type=resource_type, resource_id=resource_id, ) - .all() ) + grants = result.scalars().all() return [AccessGrantModel.model_validate(g) for g in grants] - def get_grants_by_resources( + async def get_grants_by_resources( self, resource_type: str, resource_ids: list[str], - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> dict[str, list[AccessGrantModel]]: """Batch-fetch grants for multiple resources. Returns {resource_id: [grants]}.""" if not resource_ids: return {} - with get_db_context(db) as db: - grants = ( - db.query(AccessGrant) + async with get_async_db_context(db) as db: + result = await db.execute( + select(AccessGrant) .filter( AccessGrant.resource_type == resource_type, AccessGrant.resource_id.in_(resource_ids), ) - .all() ) - result: dict[str, list[AccessGrantModel]] = { - rid: [] for rid in resource_ids - } + grants = result.scalars().all() + result_dict: dict[str, list[AccessGrantModel]] = {rid: [] for rid in resource_ids} for g in grants: - result[g.resource_id].append(AccessGrantModel.model_validate(g)) - return result + result_dict[g.resource_id].append(AccessGrantModel.model_validate(g)) + return result_dict - def has_access( + async def has_access( self, user_id: str, resource_type: str, resource_id: str, - permission: str = "read", + permission: str = 'read', user_group_ids: Optional[set[str]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> bool: """ Check if a user has the specified permission on a resource. @@ -535,17 +519,17 @@ class AccessGrantsTable: - There's a grant for the specific user with the requested permission - There's a grant for any of the user's groups with the requested permission """ - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Build conditions for matching grants conditions = [ # Public access and_( - AccessGrant.principal_type == "user", - AccessGrant.principal_id == "*", + AccessGrant.principal_type == 'user', + AccessGrant.principal_id == '*', ), # Direct user access and_( - AccessGrant.principal_type == "user", + AccessGrant.principal_type == 'user', AccessGrant.principal_id == user_id, ), ] @@ -554,37 +538,38 @@ class AccessGrantsTable: if user_group_ids is None: from open_webui.models.groups import Groups - user_groups = Groups.get_groups_by_member_id(user_id, db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) user_group_ids = {group.id for group in user_groups} if user_group_ids: conditions.append( and_( - AccessGrant.principal_type == "group", + AccessGrant.principal_type == 'group', AccessGrant.principal_id.in_(user_group_ids), ) ) - exists = ( - db.query(AccessGrant) + result = await db.execute( + select(AccessGrant) .filter( AccessGrant.resource_type == resource_type, AccessGrant.resource_id == resource_id, AccessGrant.permission == permission, or_(*conditions), ) - .first() + .limit(1) ) - return exists is not None + grant = result.scalars().first() + return grant is not None - def get_accessible_resource_ids( + async def get_accessible_resource_ids( self, user_id: str, resource_type: str, resource_ids: list[str], - permission: str = "read", + permission: str = 'read', user_group_ids: Optional[set[str]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> set[str]: """ Batch check: return the subset of resource_ids that the user can access. @@ -594,14 +579,14 @@ class AccessGrantsTable: if not resource_ids: return set() - with get_db_context(db) as db: + async with get_async_db_context(db) as db: conditions = [ and_( - AccessGrant.principal_type == "user", - AccessGrant.principal_id == "*", + AccessGrant.principal_type == 'user', + AccessGrant.principal_id == '*', ), and_( - AccessGrant.principal_type == "user", + AccessGrant.principal_type == 'user', AccessGrant.principal_id == user_id, ), ] @@ -609,19 +594,19 @@ class AccessGrantsTable: if user_group_ids is None: from open_webui.models.groups import Groups - user_groups = Groups.get_groups_by_member_id(user_id, db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) user_group_ids = {group.id for group in user_groups} if user_group_ids: conditions.append( and_( - AccessGrant.principal_type == "group", + AccessGrant.principal_type == 'group', AccessGrant.principal_id.in_(user_group_ids), ) ) - rows = ( - db.query(AccessGrant.resource_id) + result = await db.execute( + select(AccessGrant.resource_id) .filter( AccessGrant.resource_type == resource_type, AccessGrant.resource_id.in_(resource_ids), @@ -629,16 +614,16 @@ class AccessGrantsTable: or_(*conditions), ) .distinct() - .all() ) + rows = result.all() return {row[0] for row in rows} - def get_users_with_access( + async def get_users_with_access( self, resource_type: str, resource_id: str, - permission: str = "read", - db: Optional[Session] = None, + permission: str = 'read', + db: Optional[AsyncSession] = None, ) -> list: """ Get all users who have the specified permission on a resource. @@ -647,39 +632,37 @@ class AccessGrantsTable: from open_webui.models.users import Users, UserModel from open_webui.models.groups import Groups - with get_db_context(db) as db: - grants = ( - db.query(AccessGrant) + async with get_async_db_context(db) as db: + result = await db.execute( + select(AccessGrant) .filter_by( resource_type=resource_type, resource_id=resource_id, permission=permission, ) - .all() ) + grants = result.scalars().all() # Check for public access for grant in grants: - if grant.principal_type == "user" and grant.principal_id == "*": - result = Users.get_users(filter={"roles": ["!pending"]}, db=db) - return result.get("users", []) + if grant.principal_type == 'user' and grant.principal_id == '*': + result = await Users.get_users(filter={'roles': ['!pending']}, db=db) + return result.get('users', []) user_ids_with_access = set() for grant in grants: - if grant.principal_type == "user": + if grant.principal_type == 'user': user_ids_with_access.add(grant.principal_id) - elif grant.principal_type == "group": - group_user_ids = Groups.get_group_user_ids_by_id( - grant.principal_id, db=db - ) + elif grant.principal_type == 'group': + group_user_ids = await Groups.get_group_user_ids_by_id(grant.principal_id, db=db) if group_user_ids: user_ids_with_access.update(group_user_ids) if not user_ids_with_access: return [] - return Users.get_users_by_user_ids(list(user_ids_with_access), db=db) + return await Users.get_users_by_user_ids(list(user_ids_with_access), db=db) def has_permission_filter( self, @@ -688,20 +671,22 @@ class AccessGrantsTable: DocumentModel, filter: dict, resource_type: str, - permission: str = "read", + permission: str = 'read', ): """ Apply access control filtering to a SQLAlchemy query by JOINing with access_grant. This replaces the old JSON-column-based filtering with a proper relational JOIN. - """ - group_ids = filter.get("group_ids", []) - user_id = filter.get("user_id") - if permission == "read_only": - return self._has_read_only_permission_filter( - db, query, DocumentModel, filter, resource_type - ) + Note: This method builds SQLAlchemy expressions and does NOT perform I/O itself, + so it remains synchronous. The caller is responsible for executing the query + asynchronously with `await db.execute(...)`. + """ + group_ids = filter.get('group_ids', []) + user_id = filter.get('user_id') + + if permission == 'read_only': + return self._has_read_only_permission_filter(db, query, DocumentModel, filter, resource_type) # Build principal conditions principal_conditions = [] @@ -710,8 +695,8 @@ class AccessGrantsTable: # Public access: user:* read principal_conditions.append( and_( - AccessGrant.principal_type == "user", - AccessGrant.principal_id == "*", + AccessGrant.principal_type == 'user', + AccessGrant.principal_id == '*', ) ) @@ -722,7 +707,7 @@ class AccessGrantsTable: # Direct user grant principal_conditions.append( and_( - AccessGrant.principal_type == "user", + AccessGrant.principal_type == 'user', AccessGrant.principal_id == user_id, ) ) @@ -731,7 +716,7 @@ class AccessGrantsTable: # Group grants principal_conditions.append( and_( - AccessGrant.principal_type == "group", + AccessGrant.principal_type == 'group', AccessGrant.principal_id.in_(group_ids), ) ) @@ -741,7 +726,7 @@ class AccessGrantsTable: # LEFT JOIN access_grant and filter # We use a subquery approach to avoid duplicates from multiple matching grants - from sqlalchemy import exists as sa_exists, select + from sqlalchemy import exists as sa_exists grant_exists = ( select(AccessGrant.id) @@ -751,13 +736,13 @@ class AccessGrantsTable: AccessGrant.permission == permission, or_( and_( - AccessGrant.principal_type == "user", - AccessGrant.principal_id == "*", + AccessGrant.principal_type == 'user', + AccessGrant.principal_id == '*', ), *( [ and_( - AccessGrant.principal_type == "user", + AccessGrant.principal_type == 'user', AccessGrant.principal_id == user_id, ) ] @@ -767,7 +752,7 @@ class AccessGrantsTable: *( [ and_( - AccessGrant.principal_type == "group", + AccessGrant.principal_type == 'group', AccessGrant.principal_id.in_(group_ids), ) ] @@ -799,11 +784,15 @@ class AccessGrantsTable: """ Filter for items where user has read BUT NOT write access. Public items are NOT considered read_only. - """ - group_ids = filter.get("group_ids", []) - user_id = filter.get("user_id") - from sqlalchemy import exists as sa_exists, select + Note: This method builds SQLAlchemy expressions and does NOT perform I/O itself, + so it remains synchronous. The caller is responsible for executing the query + asynchronously with `await db.execute(...)`. + """ + group_ids = filter.get('group_ids', []) + user_id = filter.get('user_id') + + from sqlalchemy import exists as sa_exists # Has read grant (not public) read_grant_exists = ( @@ -811,12 +800,12 @@ class AccessGrantsTable: .where( AccessGrant.resource_type == resource_type, AccessGrant.resource_id == DocumentModel.id, - AccessGrant.permission == "read", + AccessGrant.permission == 'read', or_( *( [ and_( - AccessGrant.principal_type == "user", + AccessGrant.principal_type == 'user', AccessGrant.principal_id == user_id, ) ] @@ -826,7 +815,7 @@ class AccessGrantsTable: *( [ and_( - AccessGrant.principal_type == "group", + AccessGrant.principal_type == 'group', AccessGrant.principal_id.in_(group_ids), ) ] @@ -845,12 +834,12 @@ class AccessGrantsTable: .where( AccessGrant.resource_type == resource_type, AccessGrant.resource_id == DocumentModel.id, - AccessGrant.permission == "write", + AccessGrant.permission == 'write', or_( *( [ and_( - AccessGrant.principal_type == "user", + AccessGrant.principal_type == 'user', AccessGrant.principal_id == user_id, ) ] @@ -860,7 +849,7 @@ class AccessGrantsTable: *( [ and_( - AccessGrant.principal_type == "group", + AccessGrant.principal_type == 'group', AccessGrant.principal_id.in_(group_ids), ) ] @@ -879,9 +868,9 @@ class AccessGrantsTable: .where( AccessGrant.resource_type == resource_type, AccessGrant.resource_id == DocumentModel.id, - AccessGrant.permission == "read", - AccessGrant.principal_type == "user", - AccessGrant.principal_id == "*", + AccessGrant.permission == 'read', + AccessGrant.principal_type == 'user', + AccessGrant.principal_id == '*', ) .correlate(DocumentModel) .exists() diff --git a/backend/open_webui/models/auths.py b/backend/open_webui/models/auths.py index 25fb873b95..ca5070878e 100644 --- a/backend/open_webui/models/auths.py +++ b/backend/open_webui/models/auths.py @@ -2,8 +2,9 @@ import logging import uuid from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, update +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.models.users import User, UserModel, UserProfileImageResponse, Users from open_webui.utils.validate import validate_profile_image_url from pydantic import BaseModel, field_validator @@ -17,7 +18,7 @@ log = logging.getLogger(__name__) class Auth(Base): - __tablename__ = "auth" + __tablename__ = 'auth' id = Column(String, primary_key=True, unique=True) email = Column(String) @@ -73,9 +74,9 @@ class SignupForm(BaseModel): name: str email: str password: str - profile_image_url: Optional[str] = "/user.png" + profile_image_url: Optional[str] = '/user.png' - @field_validator("profile_image_url") + @field_validator('profile_image_url') @classmethod def check_profile_image_url(cls, v: Optional[str]) -> Optional[str]: if v is not None: @@ -84,55 +85,52 @@ class SignupForm(BaseModel): class AddUserForm(SignupForm): - role: Optional[str] = "pending" + role: Optional[str] = 'pending' class AuthsTable: - def insert_new_auth( + async def insert_new_auth( self, email: str, password: str, name: str, - profile_image_url: str = "/user.png", - role: str = "pending", + profile_image_url: str = '/user.png', + role: str = 'pending', oauth: Optional[dict] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[UserModel]: - with get_db_context(db) as db: - log.info("insert_new_auth") + async with get_async_db_context(db) as db: + log.info('insert_new_auth') id = str(uuid.uuid4()) - auth = AuthModel( - **{"id": id, "email": email, "password": password, "active": True} - ) + auth = AuthModel(**{'id': id, 'email': email, 'password': password, 'active': True}) result = Auth(**auth.model_dump()) db.add(result) - user = Users.insert_new_user( - id, name, email, profile_image_url, role, oauth=oauth, db=db - ) + user = await Users.insert_new_user(id, name, email, profile_image_url, role, oauth=oauth, db=db) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result and user: return user else: return None - def authenticate_user( - self, email: str, verify_password: callable, db: Optional[Session] = None + async def authenticate_user( + self, email: str, verify_password: callable, db: Optional[AsyncSession] = None ) -> Optional[UserModel]: - log.info(f"authenticate_user: {email}") + log.info(f'authenticate_user: {email}') - user = Users.get_user_by_email(email, db=db) + user = await Users.get_user_by_email(email, db=db) if not user: return None try: - with get_db_context(db) as db: - auth = db.query(Auth).filter_by(id=user.id, active=True).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Auth).filter_by(id=user.id, active=True)) + auth = result.scalars().first() if auth: if verify_password(auth.password): return user @@ -143,76 +141,66 @@ class AuthsTable: except Exception: return None - def authenticate_user_by_api_key( - self, api_key: str, db: Optional[Session] = None - ) -> Optional[UserModel]: - log.info(f"authenticate_user_by_api_key") + async def authenticate_user_by_api_key(self, api_key: str, db: Optional[AsyncSession] = None) -> Optional[UserModel]: + log.info(f'authenticate_user_by_api_key') # if no api_key, return None if not api_key: return None try: - user = Users.get_user_by_api_key(api_key, db=db) + user = await Users.get_user_by_api_key(api_key, db=db) return user if user else None except Exception: return False - def authenticate_user_by_email( - self, email: str, db: Optional[Session] = None - ) -> Optional[UserModel]: - log.info(f"authenticate_user_by_email: {email}") + async def authenticate_user_by_email(self, email: str, db: Optional[AsyncSession] = None) -> Optional[UserModel]: + log.info(f'authenticate_user_by_email: {email}') try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Single JOIN query instead of two separate queries - result = ( - db.query(Auth, User) + result = await db.execute( + select(Auth, User) .join(User, Auth.id == User.id) .filter(Auth.email == email, Auth.active == True) - .first() ) - if result: - _, user = result + row = result.first() + if row: + _, user = row return UserModel.model_validate(user) return None except Exception: return None - def update_user_password_by_id( - self, id: str, new_password: str, db: Optional[Session] = None - ) -> bool: + async def update_user_password_by_id(self, id: str, new_password: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - result = ( - db.query(Auth).filter_by(id=id).update({"password": new_password}) - ) - db.commit() - return True if result == 1 else False + async with get_async_db_context(db) as db: + result = await db.execute(update(Auth).filter_by(id=id).values(password=new_password)) + await db.commit() + return True if result.rowcount == 1 else False except Exception: return False - def update_email_by_id( - self, id: str, email: str, db: Optional[Session] = None - ) -> bool: + async def update_email_by_id(self, id: str, email: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - result = db.query(Auth).filter_by(id=id).update({"email": email}) - db.commit() - if result == 1: - Users.update_user_by_id(id, {"email": email}, db=db) + async with get_async_db_context(db) as db: + result = await db.execute(update(Auth).filter_by(id=id).values(email=email)) + await db.commit() + if result.rowcount == 1: + await Users.update_user_by_id(id, {'email': email}, db=db) return True return False except Exception: return False - def delete_auth_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def delete_auth_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Delete User - result = Users.delete_user_by_id(id, db=db) + result = await Users.delete_user_by_id(id, db=db) if result: - db.query(Auth).filter_by(id=id).delete() - db.commit() + await db.execute(delete(Auth).filter_by(id=id)) + await db.commit() return True else: diff --git a/backend/open_webui/models/automations.py b/backend/open_webui/models/automations.py new file mode 100644 index 0000000000..fab3788eb0 --- /dev/null +++ b/backend/open_webui/models/automations.py @@ -0,0 +1,385 @@ +import time +import logging +from typing import Optional +from uuid import uuid4 + +from pydantic import BaseModel, ConfigDict +from sqlalchemy import Column, Text, JSON, Boolean, BigInteger, Index, select, or_, func, cast, String, delete, update +from sqlalchemy.ext.asyncio import AsyncSession + +from open_webui.internal.db import Base, get_async_db_context + +log = logging.getLogger(__name__) + + +#################### +# Automation DB Schema +#################### + + +class Automation(Base): + __tablename__ = 'automation' + + id = Column(Text, primary_key=True) + user_id = Column(Text, nullable=False) + name = Column(Text, nullable=False) + data = Column(JSON, nullable=False) # {prompt, model_id, rrule} + meta = Column(JSON, nullable=True) + is_active = Column(Boolean, nullable=False, default=True) + last_run_at = Column(BigInteger, nullable=True) + next_run_at = Column(BigInteger, nullable=True) + + created_at = Column(BigInteger, nullable=False) + updated_at = Column(BigInteger, nullable=False) + + __table_args__ = (Index('ix_automation_next_run', 'next_run_at'),) + + +class AutomationRun(Base): + __tablename__ = 'automation_run' + + id = Column(Text, primary_key=True) + automation_id = Column(Text, nullable=False) + chat_id = Column(Text, nullable=True) + status = Column(Text, nullable=False) # success | error + error = Column(Text, nullable=True) + created_at = Column(BigInteger, nullable=False) + + __table_args__ = ( + Index('ix_automation_run_automation_id', 'automation_id'), + Index('ix_automation_run_aid_created', 'automation_id', 'created_at'), + ) + + +#################### +# Pydantic Models +#################### + + +class AutomationTerminalConfig(BaseModel): + server_id: str + cwd: Optional[str] = None + + +class AutomationData(BaseModel): + prompt: str + model_id: str + rrule: str + terminal: Optional[AutomationTerminalConfig] = None + + +class AutomationModel(BaseModel): + model_config = ConfigDict(from_attributes=True) + + id: str + user_id: str + name: str + data: dict + meta: Optional[dict] = None + is_active: bool + last_run_at: Optional[int] = None + next_run_at: Optional[int] = None + + created_at: int + updated_at: int + + +class AutomationRunModel(BaseModel): + model_config = ConfigDict(from_attributes=True) + + id: str + automation_id: str + chat_id: Optional[str] = None + status: str + error: Optional[str] = None + created_at: int + + +class AutomationForm(BaseModel): + name: str + data: AutomationData + meta: Optional[dict] = None + is_active: Optional[bool] = True + + +class AutomationResponse(AutomationModel): + last_run: Optional[AutomationRunModel] = None + next_runs: Optional[list[int]] = None + + +class AutomationListResponse(BaseModel): + items: list[AutomationModel] + total: int + + +#################### +# AutomationTable +#################### + + +class AutomationTable: + async def insert( + self, + user_id: str, + form: AutomationForm, + next_run_at: int, + db: Optional[AsyncSession] = None, + ) -> AutomationModel: + async with get_async_db_context(db) as db: + now = int(time.time_ns()) + row = Automation( + id=str(uuid4()), + user_id=user_id, + name=form.name, + data=form.data.model_dump(), + meta=form.meta, + is_active=form.is_active, + next_run_at=next_run_at, + created_at=now, + updated_at=now, + ) + db.add(row) + await db.commit() + await db.refresh(row) + return AutomationModel.model_validate(row) + + async def count_by_user(self, user_id: str, db: Optional[AsyncSession] = None) -> int: + async with get_async_db_context(db) as db: + result = await db.execute( + select(func.count()).select_from(Automation).filter_by(user_id=user_id) + ) + return result.scalar() + + async def get_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[AutomationModel]: + async with get_async_db_context(db) as db: + row = await db.get(Automation, id) + return AutomationModel.model_validate(row) if row else None + + async def search_automations( + self, + user_id: str, + query: Optional[str] = None, + status: Optional[str] = None, + skip: int = 0, + limit: int = 30, + db: Optional[AsyncSession] = None, + ) -> 'AutomationListResponse': + async with get_async_db_context(db) as db: + stmt = select(Automation).filter_by(user_id=user_id) + + if query: + search = f'%{query}%' + # Search in name and prompt inside JSON data + stmt = stmt.filter( + or_( + Automation.name.ilike(search), + cast(Automation.data, String).ilike(search), + ) + ) + + if status == 'active': + stmt = stmt.filter(Automation.is_active == True) + elif status == 'paused': + stmt = stmt.filter(Automation.is_active == False) + + stmt = stmt.order_by(Automation.created_at.desc()) + + # Get total count + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() + + if skip: + stmt = stmt.offset(skip) + if limit: + stmt = stmt.limit(limit) + + result = await db.execute(stmt) + rows = result.scalars().all() + return AutomationListResponse( + items=[AutomationModel.model_validate(r) for r in rows], + total=total, + ) + + async def update_by_id( + self, + id: str, + form: AutomationForm, + next_run_at: int, + db: Optional[AsyncSession] = None, + ) -> Optional[AutomationModel]: + async with get_async_db_context(db) as db: + row = await db.get(Automation, id) + if not row: + return None + row.name = form.name + row.data = form.data.model_dump() + row.meta = form.meta + if form.is_active is not None: + row.is_active = form.is_active + row.next_run_at = next_run_at + row.updated_at = int(time.time_ns()) + await db.commit() + await db.refresh(row) + return AutomationModel.model_validate(row) + + async def toggle( + self, + id: str, + next_run_at: Optional[int], + db: Optional[AsyncSession] = None, + ) -> Optional[AutomationModel]: + async with get_async_db_context(db) as db: + row = await db.get(Automation, id) + if not row: + return None + row.is_active = not row.is_active + row.next_run_at = next_run_at if row.is_active else None + row.updated_at = int(time.time_ns()) + await db.commit() + await db.refresh(row) + return AutomationModel.model_validate(row) + + async def delete(self, id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + row = await db.get(Automation, id) + if not row: + return False + await db.delete(row) + await db.commit() + return True + + async def claim_due(self, now_ns: int, limit: int = 10, db: Optional[AsyncSession] = None) -> list[AutomationModel]: + """ + Atomically claim due automations for execution. + + Advances next_run_at immediately so the row can never be + double-claimed. On PostgreSQL, uses FOR UPDATE SKIP LOCKED + for zero-contention distributed work claiming. + """ + async with get_async_db_context(db) as db: + stmt = ( + select(Automation) + .where( + Automation.is_active == True, + Automation.next_run_at <= now_ns, + ) + .order_by(Automation.next_run_at) + .limit(limit) + ) + + if db.bind.dialect.name == 'postgresql': + stmt = stmt.with_for_update(skip_locked=True) + + result = await db.execute(stmt) + rows = result.scalars().all() + + from open_webui.utils.automations import next_run_ns + + for row in rows: + row.last_run_at = now_ns + row.next_run_at = next_run_ns(row.data.get('rrule', '')) + + await db.commit() + + return [AutomationModel.model_validate(r) for r in rows] + + +#################### +# AutomationRunTable +#################### + + +class AutomationRunTable: + async def insert( + self, + automation_id: str, + status: str, + chat_id: Optional[str] = None, + error: Optional[str] = None, + db: Optional[AsyncSession] = None, + ) -> AutomationRunModel: + async with get_async_db_context(db) as db: + row = AutomationRun( + id=str(uuid4()), + automation_id=automation_id, + chat_id=chat_id, + status=status, + error=error, + created_at=int(time.time_ns()), + ) + db.add(row) + await db.commit() + await db.refresh(row) + return AutomationRunModel.model_validate(row) + + async def get_latest(self, automation_id: str, db: Optional[AsyncSession] = None) -> Optional[AutomationRunModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(AutomationRun) + .filter_by(automation_id=automation_id) + .order_by(AutomationRun.created_at.desc()) + .limit(1) + ) + row = result.scalars().first() + return AutomationRunModel.model_validate(row) if row else None + + async def get_latest_batch( + self, automation_ids: list[str], db: Optional[AsyncSession] = None + ) -> dict[str, AutomationRunModel]: + """Fetch the latest run for each automation in a single query.""" + if not automation_ids: + return {} + async with get_async_db_context(db) as db: + # Subquery: max created_at per automation_id + subq = ( + select( + AutomationRun.automation_id, + func.max(AutomationRun.created_at).label('max_created'), + ) + .filter(AutomationRun.automation_id.in_(automation_ids)) + .group_by(AutomationRun.automation_id) + .subquery() + ) + result = await db.execute( + select(AutomationRun) + .join( + subq, + (AutomationRun.automation_id == subq.c.automation_id) + & (AutomationRun.created_at == subq.c.max_created), + ) + ) + rows = result.scalars().all() + return { + row.automation_id: AutomationRunModel.model_validate(row) + for row in rows + } + + async def get_by_automation( + self, + automation_id: str, + skip: int = 0, + limit: int = 50, + db: Optional[AsyncSession] = None, + ) -> list[AutomationRunModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(AutomationRun) + .filter_by(automation_id=automation_id) + .order_by(AutomationRun.created_at.desc()) + .offset(skip) + .limit(limit) + ) + rows = result.scalars().all() + return [AutomationRunModel.model_validate(r) for r in rows] + + async def delete_by_automation(self, automation_id: str, db: Optional[AsyncSession] = None) -> int: + async with get_async_db_context(db) as db: + result = await db.execute(delete(AutomationRun).filter_by(automation_id=automation_id)) + await db.commit() + return result.rowcount + + +Automations = AutomationTable() +AutomationRuns = AutomationRunTable() diff --git a/backend/open_webui/models/channels.py b/backend/open_webui/models/channels.py index e212789a44..9b5403e6e1 100644 --- a/backend/open_webui/models/channels.py +++ b/backend/open_webui/models/channels.py @@ -4,8 +4,9 @@ import time import uuid from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, update, func, case, or_, and_ +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.models.groups import Groups from open_webui.models.access_grants import ( AccessGrantModel, @@ -25,11 +26,7 @@ from sqlalchemy import ( Text, JSON, UniqueConstraint, - case, - cast, ) -from sqlalchemy import or_, func, select, and_, text -from sqlalchemy.sql import exists #################### # Channel DB Schema @@ -37,7 +34,7 @@ from sqlalchemy.sql import exists class Channel(Base): - __tablename__ = "channel" + __tablename__ = 'channel' id = Column(Text, primary_key=True, unique=True) user_id = Column(Text) @@ -94,7 +91,7 @@ class ChannelModel(BaseModel): class ChannelMember(Base): - __tablename__ = "channel_member" + __tablename__ = 'channel_member' id = Column(Text, primary_key=True, unique=True) channel_id = Column(Text, nullable=False) @@ -154,25 +151,19 @@ class ChannelMemberModel(BaseModel): class ChannelFile(Base): - __tablename__ = "channel_file" + __tablename__ = 'channel_file' id = Column(Text, unique=True, primary_key=True) user_id = Column(Text, nullable=False) - channel_id = Column( - Text, ForeignKey("channel.id", ondelete="CASCADE"), nullable=False - ) - message_id = Column( - Text, ForeignKey("message.id", ondelete="CASCADE"), nullable=True - ) - file_id = Column(Text, ForeignKey("file.id", ondelete="CASCADE"), nullable=False) + channel_id = Column(Text, ForeignKey('channel.id', ondelete='CASCADE'), nullable=False) + message_id = Column(Text, ForeignKey('message.id', ondelete='CASCADE'), nullable=True) + file_id = Column(Text, ForeignKey('file.id', ondelete='CASCADE'), nullable=False) created_at = Column(BigInteger, nullable=False) updated_at = Column(BigInteger, nullable=False) - __table_args__ = ( - UniqueConstraint("channel_id", "file_id", name="uq_channel_file_channel_file"), - ) + __table_args__ = (UniqueConstraint('channel_id', 'file_id', name='uq_channel_file_channel_file'),) class ChannelFileModel(BaseModel): @@ -189,7 +180,7 @@ class ChannelFileModel(BaseModel): class ChannelWebhook(Base): - __tablename__ = "channel_webhook" + __tablename__ = 'channel_webhook' id = Column(Text, primary_key=True, unique=True) channel_id = Column(Text, nullable=False) @@ -235,7 +226,7 @@ class ChannelResponse(ChannelModel): class ChannelForm(BaseModel): - name: str = "" + name: str = '' description: Optional[str] = None is_private: Optional[bool] = None data: Optional[dict] = None @@ -255,28 +246,22 @@ class ChannelWebhookForm(BaseModel): class ChannelTable: - def _get_access_grants( - self, channel_id: str, db: Optional[Session] = None - ) -> list[AccessGrantModel]: - return AccessGrants.get_grants_by_resource("channel", channel_id, db=db) + async def _get_access_grants(self, channel_id: str, db: Optional[AsyncSession] = None) -> list[AccessGrantModel]: + return await AccessGrants.get_grants_by_resource('channel', channel_id, db=db) - def _to_channel_model( + async def _to_channel_model( self, channel: Channel, access_grants: Optional[list[AccessGrantModel]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> ChannelModel: - channel_data = ChannelModel.model_validate(channel).model_dump( - exclude={"access_grants"} - ) - channel_data["access_grants"] = ( - access_grants - if access_grants is not None - else self._get_access_grants(channel_data["id"], db=db) + channel_data = ChannelModel.model_validate(channel).model_dump(exclude={'access_grants'}) + channel_data['access_grants'] = ( + access_grants if access_grants is not None else await self._get_access_grants(channel_data['id'], db=db) ) return ChannelModel.model_validate(channel_data) - def _collect_unique_user_ids( + async def _collect_unique_user_ids( self, invited_by: str, user_ids: Optional[list[str]] = None, @@ -293,7 +278,8 @@ class ChannelTable: users.add(invited_by) for group_id in group_ids or []: - users.update(Groups.get_group_user_ids_by_id(group_id)) + group_user_ids = await Groups.get_group_user_ids_by_id(group_id) + users.update(group_user_ids) return users @@ -313,46 +299,56 @@ class ChannelTable: for uid in user_ids: model = ChannelMemberModel( **{ - "id": str(uuid.uuid4()), - "channel_id": channel_id, - "user_id": uid, - "status": "joined", - "is_active": True, - "is_channel_muted": False, - "is_channel_pinned": False, - "invited_at": now, - "invited_by": invited_by, - "joined_at": now, - "left_at": None, - "last_read_at": now, - "created_at": now, - "updated_at": now, + 'id': str(uuid.uuid4()), + 'channel_id': channel_id, + 'user_id': uid, + 'status': 'joined', + 'is_active': True, + 'is_channel_muted': False, + 'is_channel_pinned': False, + 'invited_at': now, + 'invited_by': invited_by, + 'joined_at': now, + 'left_at': None, + 'last_read_at': now, + 'created_at': now, + 'updated_at': now, } ) memberships.append(ChannelMember(**model.model_dump())) return memberships - def insert_new_channel( - self, form_data: CreateChannelForm, user_id: str, db: Optional[Session] = None + def _has_permission(self, db, query, filter: dict, permission: str = 'read'): + return AccessGrants.has_permission_filter( + db=db, + query=query, + DocumentModel=Channel, + filter=filter, + resource_type='channel', + permission=permission, + ) + + async def insert_new_channel( + self, form_data: CreateChannelForm, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[ChannelModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: channel = ChannelModel( **{ - **form_data.model_dump(exclude={"access_grants"}), - "type": form_data.type if form_data.type else None, - "name": form_data.name.lower(), - "id": str(uuid.uuid4()), - "user_id": user_id, - "created_at": int(time.time_ns()), - "updated_at": int(time.time_ns()), - "access_grants": [], + **form_data.model_dump(exclude={'access_grants'}), + 'type': form_data.type if form_data.type else None, + 'name': form_data.name.lower(), + 'id': str(uuid.uuid4()), + 'user_id': user_id, + 'created_at': int(time.time_ns()), + 'updated_at': int(time.time_ns()), + 'access_grants': [], } ) - new_channel = Channel(**channel.model_dump(exclude={"access_grants"})) + new_channel = Channel(**channel.model_dump(exclude={'access_grants'})) - if form_data.type in ["group", "dm"]: - users = self._collect_unique_user_ids( + if form_data.type in ['group', 'dm']: + users = await self._collect_unique_user_ids( invited_by=user_id, user_ids=form_data.user_ids, group_ids=form_data.group_ids, @@ -365,21 +361,18 @@ class ChannelTable: db.add_all(memberships) db.add(new_channel) - db.commit() - AccessGrants.set_access_grants( - "channel", new_channel.id, form_data.access_grants, db=db - ) - return self._to_channel_model(new_channel, db=db) + await db.commit() + await AccessGrants.set_access_grants('channel', new_channel.id, form_data.access_grants, db=db) + return await self._to_channel_model(new_channel, db=db) - def get_channels(self, db: Optional[Session] = None) -> list[ChannelModel]: - with get_db_context(db) as db: - channels = db.query(Channel).all() + async def get_channels(self, db: Optional[AsyncSession] = None) -> list[ChannelModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Channel)) + channels = result.scalars().all() channel_ids = [channel.id for channel in channels] - grants_map = AccessGrants.get_grants_by_resources( - "channel", channel_ids, db=db - ) + grants_map = await AccessGrants.get_grants_by_resources('channel', channel_ids, db=db) return [ - self._to_channel_model( + await self._to_channel_model( channel, access_grants=grants_map.get(channel.id, []), db=db, @@ -387,66 +380,44 @@ class ChannelTable: for channel in channels ] - def _has_permission(self, db, query, filter: dict, permission: str = "read"): - return AccessGrants.has_permission_filter( - db=db, - query=query, - DocumentModel=Channel, - filter=filter, - resource_type="channel", - permission=permission, - ) + async def get_channels_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> list[ChannelModel]: + async with get_async_db_context(db) as db: + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id, db=db)] - def get_channels_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> list[ChannelModel]: - with get_db_context(db) as db: - user_group_ids = [ - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - ] - - membership_channels = ( - db.query(Channel) + result = await db.execute( + select(Channel) .join(ChannelMember, Channel.id == ChannelMember.channel_id) .filter( Channel.deleted_at.is_(None), Channel.archived_at.is_(None), - Channel.type.in_(["group", "dm"]), + Channel.type.in_(['group', 'dm']), ChannelMember.user_id == user_id, ChannelMember.is_active.is_(True), ) - .all() ) + membership_channels = result.scalars().all() - query = db.query(Channel).filter( + stmt = select(Channel).filter( Channel.deleted_at.is_(None), Channel.archived_at.is_(None), or_( Channel.type.is_(None), # True NULL/None - Channel.type == "", # Empty string - and_(Channel.type != "group", Channel.type != "dm"), + Channel.type == '', # Empty string + and_(Channel.type != 'group', Channel.type != 'dm'), ), ) - query = self._has_permission( - db, query, {"user_id": user_id, "group_ids": user_group_ids} - ) + stmt = self._has_permission(db, stmt, {'user_id': user_id, 'group_ids': user_group_ids}) - standard_channels = query.all() + result = await db.execute(stmt) + standard_channels = result.scalars().all() - all_channels = membership_channels + standard_channels + all_channels = list(membership_channels) + list(standard_channels) channel_ids = [c.id for c in all_channels] - grants_map = AccessGrants.get_grants_by_resources( - "channel", channel_ids, db=db - ) - return [ - self._to_channel_model(c, access_grants=grants_map.get(c.id, []), db=db) - for c in all_channels - ] + grants_map = await AccessGrants.get_grants_by_resources('channel', channel_ids, db=db) + return [await self._to_channel_model(c, access_grants=grants_map.get(c.id, []), db=db) for c in all_channels] - def get_dm_channel_by_user_ids( - self, user_ids: list[str], db: Optional[Session] = None - ) -> Optional[ChannelModel]: - with get_db_context(db) as db: + async def get_dm_channel_by_user_ids(self, user_ids: list[str], db: Optional[AsyncSession] = None) -> Optional[ChannelModel]: + async with get_async_db_context(db) as db: # Ensure uniqueness in case a list with duplicates is passed unique_user_ids = list(set(user_ids)) @@ -458,7 +429,7 @@ class ChannelTable: ) subquery = ( - db.query(ChannelMember.channel_id) + select(ChannelMember.channel_id) .group_by(ChannelMember.channel_id) # 1. Channel must have exactly len(user_ids) members .having(func.count(ChannelMember.user_id) == len(unique_user_ids)) @@ -467,292 +438,254 @@ class ChannelTable: .subquery() ) - channel = ( - db.query(Channel) + result = await db.execute( + select(Channel) .filter( - Channel.id.in_(subquery), - Channel.type == "dm", + Channel.id.in_(select(subquery.c.channel_id)), + Channel.type == 'dm', ) - .first() + .limit(1) ) + channel = result.scalars().first() - return self._to_channel_model(channel, db=db) if channel else None + return await self._to_channel_model(channel, db=db) if channel else None - def add_members_to_channel( + async def add_members_to_channel( self, channel_id: str, invited_by: str, user_ids: Optional[list[str]] = None, group_ids: Optional[list[str]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[ChannelMemberModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # 1. Collect all user_ids including groups + inviter - requested_users = self._collect_unique_user_ids( - invited_by, user_ids, group_ids - ) + requested_users = await self._collect_unique_user_ids(invited_by, user_ids, group_ids) - existing_users = { - row.user_id - for row in db.query(ChannelMember.user_id) - .filter(ChannelMember.channel_id == channel_id) - .all() - } + result = await db.execute( + select(ChannelMember.user_id).filter(ChannelMember.channel_id == channel_id) + ) + existing_users = {row[0] for row in result.all()} new_user_ids = requested_users - existing_users if not new_user_ids: return [] # Nothing to add - new_memberships = self._create_membership_models( - channel_id, invited_by, new_user_ids - ) + new_memberships = self._create_membership_models(channel_id, invited_by, new_user_ids) db.add_all(new_memberships) - db.commit() + await db.commit() - return [ - ChannelMemberModel.model_validate(membership) - for membership in new_memberships - ] + return [ChannelMemberModel.model_validate(membership) for membership in new_memberships] - def remove_members_from_channel( + async def remove_members_from_channel( self, channel_id: str, user_ids: list[str], - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> int: - with get_db_context(db) as db: - result = ( - db.query(ChannelMember) - .filter( + async with get_async_db_context(db) as db: + result = await db.execute( + delete(ChannelMember).filter( ChannelMember.channel_id == channel_id, ChannelMember.user_id.in_(user_ids), ) - .delete(synchronize_session=False) ) - db.commit() - return result # number of rows deleted + await db.commit() + return result.rowcount # number of rows deleted - def is_user_channel_manager( - self, channel_id: str, user_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: - # Check if the user is the creator of the channel - # or has a 'manager' role in ChannelMember - channel = db.query(Channel).filter(Channel.id == channel_id).first() + async def is_user_channel_manager(self, channel_id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute(select(Channel).filter(Channel.id == channel_id)) + channel = result.scalars().first() if channel and channel.user_id == user_id: return True - membership = ( - db.query(ChannelMember) - .filter( + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == channel_id, ChannelMember.user_id == user_id, - ChannelMember.role == "manager", + ChannelMember.is_active.is_(True), + ChannelMember.role == 'manager', ) - .first() ) + membership = result.scalars().first() return membership is not None - def join_channel( - self, channel_id: str, user_id: str, db: Optional[Session] = None - ) -> Optional[ChannelMemberModel]: - with get_db_context(db) as db: + async def join_channel(self, channel_id: str, user_id: str, db: Optional[AsyncSession] = None) -> Optional[ChannelMemberModel]: + async with get_async_db_context(db) as db: # Check if the membership already exists - existing_membership = ( - db.query(ChannelMember) - .filter( + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == channel_id, ChannelMember.user_id == user_id, ) - .first() ) + existing_membership = result.scalars().first() if existing_membership: return ChannelMemberModel.model_validate(existing_membership) # Create new membership channel_member = ChannelMemberModel( **{ - "id": str(uuid.uuid4()), - "channel_id": channel_id, - "user_id": user_id, - "status": "joined", - "is_active": True, - "is_channel_muted": False, - "is_channel_pinned": False, - "joined_at": int(time.time_ns()), - "left_at": None, - "last_read_at": int(time.time_ns()), - "created_at": int(time.time_ns()), - "updated_at": int(time.time_ns()), + 'id': str(uuid.uuid4()), + 'channel_id': channel_id, + 'user_id': user_id, + 'status': 'joined', + 'is_active': True, + 'is_channel_muted': False, + 'is_channel_pinned': False, + 'joined_at': int(time.time_ns()), + 'left_at': None, + 'last_read_at': int(time.time_ns()), + 'created_at': int(time.time_ns()), + 'updated_at': int(time.time_ns()), } ) new_membership = ChannelMember(**channel_member.model_dump()) db.add(new_membership) - db.commit() + await db.commit() return channel_member - def leave_channel( - self, channel_id: str, user_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: - membership = ( - db.query(ChannelMember) - .filter( + async def leave_channel(self, channel_id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == channel_id, ChannelMember.user_id == user_id, ) - .first() ) + membership = result.scalars().first() if not membership: return False - membership.status = "left" + membership.status = 'left' membership.is_active = False membership.left_at = int(time.time_ns()) membership.updated_at = int(time.time_ns()) - db.commit() + await db.commit() return True - def get_member_by_channel_and_user_id( - self, channel_id: str, user_id: str, db: Optional[Session] = None + async def get_member_by_channel_and_user_id( + self, channel_id: str, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[ChannelMemberModel]: - with get_db_context(db) as db: - membership = ( - db.query(ChannelMember) - .filter( + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == channel_id, ChannelMember.user_id == user_id, ) - .first() ) + membership = result.scalars().first() return ChannelMemberModel.model_validate(membership) if membership else None - def get_members_by_channel_id( - self, channel_id: str, db: Optional[Session] = None - ) -> list[ChannelMemberModel]: - with get_db_context(db) as db: - memberships = ( - db.query(ChannelMember) - .filter(ChannelMember.channel_id == channel_id) - .all() + async def get_members_by_channel_id(self, channel_id: str, db: Optional[AsyncSession] = None) -> list[ChannelMemberModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChannelMember).filter(ChannelMember.channel_id == channel_id) ) - return [ - ChannelMemberModel.model_validate(membership) - for membership in memberships - ] + memberships = result.scalars().all() + return [ChannelMemberModel.model_validate(membership) for membership in memberships] - def pin_channel( + async def pin_channel( self, channel_id: str, user_id: str, is_pinned: bool, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> bool: - with get_db_context(db) as db: - membership = ( - db.query(ChannelMember) - .filter( + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == channel_id, ChannelMember.user_id == user_id, ) - .first() ) + membership = result.scalars().first() if not membership: return False membership.is_channel_pinned = is_pinned membership.updated_at = int(time.time_ns()) - db.commit() + await db.commit() return True - def update_member_last_read_at( - self, channel_id: str, user_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: - membership = ( - db.query(ChannelMember) - .filter( + async def update_member_last_read_at(self, channel_id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == channel_id, ChannelMember.user_id == user_id, ) - .first() ) + membership = result.scalars().first() if not membership: return False membership.last_read_at = int(time.time_ns()) membership.updated_at = int(time.time_ns()) - db.commit() + await db.commit() return True - def update_member_active_status( + async def update_member_active_status( self, channel_id: str, user_id: str, is_active: bool, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> bool: - with get_db_context(db) as db: - membership = ( - db.query(ChannelMember) - .filter( + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == channel_id, ChannelMember.user_id == user_id, ) - .first() ) + membership = result.scalars().first() if not membership: return False membership.is_active = is_active membership.updated_at = int(time.time_ns()) - db.commit() + await db.commit() return True - def is_user_channel_member( - self, channel_id: str, user_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: - membership = ( - db.query(ChannelMember) - .filter( + async def is_user_channel_member(self, channel_id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == channel_id, ChannelMember.user_id == user_id, - ) - .first() + ChannelMember.is_active.is_(True), + ).limit(1) ) + membership = result.scalars().first() return membership is not None - def get_channel_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[ChannelModel]: + async def get_channel_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ChannelModel]: try: - with get_db_context(db) as db: - channel = db.query(Channel).filter(Channel.id == id).first() - return self._to_channel_model(channel, db=db) if channel else None + async with get_async_db_context(db) as db: + result = await db.execute(select(Channel).filter(Channel.id == id)) + channel = result.scalars().first() + return await self._to_channel_model(channel, db=db) if channel else None except Exception: return None - def get_channels_by_file_id( - self, file_id: str, db: Optional[Session] = None - ) -> list[ChannelModel]: - with get_db_context(db) as db: - channel_files = ( - db.query(ChannelFile).filter(ChannelFile.file_id == file_id).all() - ) + async def get_channels_by_file_id(self, file_id: str, db: Optional[AsyncSession] = None) -> list[ChannelModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(ChannelFile).filter(ChannelFile.file_id == file_id)) + channel_files = result.scalars().all() channel_ids = [cf.channel_id for cf in channel_files] - channels = db.query(Channel).filter(Channel.id.in_(channel_ids)).all() - grants_map = AccessGrants.get_grants_by_resources( - "channel", channel_ids, db=db - ) + result = await db.execute(select(Channel).filter(Channel.id.in_(channel_ids))) + channels = result.scalars().all() + grants_map = await AccessGrants.get_grants_by_resources('channel', channel_ids, db=db) return [ - self._to_channel_model( + await self._to_channel_model( channel, access_grants=grants_map.get(channel.id, []), db=db, @@ -760,133 +693,123 @@ class ChannelTable: for channel in channels ] - def get_channels_by_file_id_and_user_id( - self, file_id: str, user_id: str, db: Optional[Session] = None + async def get_channels_by_file_id_and_user_id( + self, file_id: str, user_id: str, db: Optional[AsyncSession] = None ) -> list[ChannelModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # 1. Determine which channels have this file - channel_file_rows = ( - db.query(ChannelFile).filter(ChannelFile.file_id == file_id).all() - ) + result = await db.execute(select(ChannelFile).filter(ChannelFile.file_id == file_id)) + channel_file_rows = result.scalars().all() channel_ids = [row.channel_id for row in channel_file_rows] if not channel_ids: return [] # 2. Load all channel rows that still exist - channels = ( - db.query(Channel) - .filter( + result = await db.execute( + select(Channel).filter( Channel.id.in_(channel_ids), Channel.deleted_at.is_(None), Channel.archived_at.is_(None), ) - .all() ) + channels = result.scalars().all() if not channels: return [] # Preload user's group membership - user_group_ids = [ - g.id for g in Groups.get_groups_by_member_id(user_id, db=db) - ] + user_group_ids = [g.id for g in await Groups.get_groups_by_member_id(user_id, db=db)] allowed_channels = [] for channel in channels: # --- Case A: group or dm => user must be an active member --- - if channel.type in ["group", "dm"]: - membership = ( - db.query(ChannelMember) - .filter( + if channel.type in ['group', 'dm']: + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == channel.id, ChannelMember.user_id == user_id, ChannelMember.is_active.is_(True), - ) - .first() + ).limit(1) ) + membership = result.scalars().first() if membership: - allowed_channels.append(self._to_channel_model(channel, db=db)) + allowed_channels.append(await self._to_channel_model(channel, db=db)) continue # --- Case B: standard channel => rely on ACL permissions --- - query = db.query(Channel).filter(Channel.id == channel.id) + stmt = select(Channel).filter(Channel.id == channel.id) - query = self._has_permission( + stmt = self._has_permission( db, - query, - {"user_id": user_id, "group_ids": user_group_ids}, - permission="read", + stmt, + {'user_id': user_id, 'group_ids': user_group_ids}, + permission='read', ) - allowed = query.first() + result = await db.execute(stmt) + allowed = result.scalars().first() if allowed: - allowed_channels.append(self._to_channel_model(allowed, db=db)) + allowed_channels.append(await self._to_channel_model(allowed, db=db)) return allowed_channels - def get_channel_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None + async def get_channel_by_id_and_user_id( + self, id: str, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[ChannelModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Fetch the channel - channel: Channel = ( - db.query(Channel) - .filter( + result = await db.execute( + select(Channel).filter( Channel.id == id, Channel.deleted_at.is_(None), Channel.archived_at.is_(None), ) - .first() ) + channel = result.scalars().first() if not channel: return None # If the channel is a group or dm, read access requires membership (active) - if channel.type in ["group", "dm"]: - membership = ( - db.query(ChannelMember) - .filter( + if channel.type in ['group', 'dm']: + result = await db.execute( + select(ChannelMember).filter( ChannelMember.channel_id == id, ChannelMember.user_id == user_id, ChannelMember.is_active.is_(True), - ) - .first() + ).limit(1) ) + membership = result.scalars().first() if membership: - return self._to_channel_model(channel, db=db) + return await self._to_channel_model(channel, db=db) else: return None # For channels that are NOT group/dm, fall back to ACL-based read access - query = db.query(Channel).filter(Channel.id == id) + stmt = select(Channel).filter(Channel.id == id) # Determine user groups - user_group_ids = [ - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - ] + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id, db=db)] # Apply ACL rules - query = self._has_permission( + stmt = self._has_permission( db, - query, - {"user_id": user_id, "group_ids": user_group_ids}, - permission="read", + stmt, + {'user_id': user_id, 'group_ids': user_group_ids}, + permission='read', ) - channel_allowed = query.first() - return ( - self._to_channel_model(channel_allowed, db=db) - if channel_allowed - else None - ) + result = await db.execute(stmt) + channel_allowed = result.scalars().first() + return await self._to_channel_model(channel_allowed, db=db) if channel_allowed else None - def update_channel_by_id( - self, id: str, form_data: ChannelForm, db: Optional[Session] = None + async def update_channel_by_id( + self, id: str, form_data: ChannelForm, db: Optional[AsyncSession] = None ) -> Optional[ChannelModel]: - with get_db_context(db) as db: - channel = db.query(Channel).filter(Channel.id == id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Channel).filter(Channel.id == id)) + channel = result.scalars().first() if not channel: return None @@ -898,34 +821,32 @@ class ChannelTable: channel.meta = form_data.meta if form_data.access_grants is not None: - AccessGrants.set_access_grants( - "channel", id, form_data.access_grants, db=db - ) + await AccessGrants.set_access_grants('channel', id, form_data.access_grants, db=db) channel.updated_at = int(time.time_ns()) - db.commit() - return self._to_channel_model(channel, db=db) if channel else None + await db.commit() + return await self._to_channel_model(channel, db=db) if channel else None - def add_file_to_channel_by_id( - self, channel_id: str, file_id: str, user_id: str, db: Optional[Session] = None + async def add_file_to_channel_by_id( + self, channel_id: str, file_id: str, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[ChannelFileModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: channel_file = ChannelFileModel( **{ - "id": str(uuid.uuid4()), - "channel_id": channel_id, - "file_id": file_id, - "user_id": user_id, - "created_at": int(time.time()), - "updated_at": int(time.time()), + 'id': str(uuid.uuid4()), + 'channel_id': channel_id, + 'file_id': file_id, + 'user_id': user_id, + 'created_at': int(time.time()), + 'updated_at': int(time.time()), } ) try: result = ChannelFile(**channel_file.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return ChannelFileModel.model_validate(result) else: @@ -933,63 +854,58 @@ class ChannelTable: except Exception: return None - def set_file_message_id_in_channel_by_id( + async def set_file_message_id_in_channel_by_id( self, channel_id: str, file_id: str, message_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> bool: try: - with get_db_context(db) as db: - channel_file = ( - db.query(ChannelFile) - .filter_by(channel_id=channel_id, file_id=file_id) - .first() + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChannelFile).filter_by(channel_id=channel_id, file_id=file_id) ) + channel_file = result.scalars().first() if not channel_file: return False channel_file.message_id = message_id channel_file.updated_at = int(time.time()) - db.commit() + await db.commit() return True except Exception: return False - def remove_file_from_channel_by_id( - self, channel_id: str, file_id: str, db: Optional[Session] = None - ) -> bool: + async def remove_file_from_channel_by_id(self, channel_id: str, file_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - db.query(ChannelFile).filter_by( - channel_id=channel_id, file_id=file_id - ).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(ChannelFile).filter_by(channel_id=channel_id, file_id=file_id)) + await db.commit() return True except Exception: return False - def delete_channel_by_id(self, id: str, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: - AccessGrants.revoke_all_access("channel", id, db=db) - db.query(Channel).filter(Channel.id == id).delete() - db.commit() + async def delete_channel_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + await AccessGrants.revoke_all_access('channel', id, db=db) + await db.execute(delete(Channel).filter(Channel.id == id)) + await db.commit() return True #################### # Webhook Methods #################### - def insert_webhook( + async def insert_webhook( self, channel_id: str, user_id: str, form_data: ChannelWebhookForm, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[ChannelWebhookModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: webhook = ChannelWebhookModel( id=str(uuid.uuid4()), channel_id=channel_id, @@ -1002,85 +918,66 @@ class ChannelTable: updated_at=int(time.time_ns()), ) db.add(ChannelWebhook(**webhook.model_dump())) - db.commit() + await db.commit() return webhook - def get_webhooks_by_channel_id( - self, channel_id: str, db: Optional[Session] = None - ) -> list[ChannelWebhookModel]: - with get_db_context(db) as db: - webhooks = ( - db.query(ChannelWebhook) - .filter(ChannelWebhook.channel_id == channel_id) - .all() - ) + async def get_webhooks_by_channel_id(self, channel_id: str, db: Optional[AsyncSession] = None) -> list[ChannelWebhookModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(ChannelWebhook).filter(ChannelWebhook.channel_id == channel_id)) + webhooks = result.scalars().all() return [ChannelWebhookModel.model_validate(w) for w in webhooks] - def get_webhook_by_id( - self, webhook_id: str, db: Optional[Session] = None - ) -> Optional[ChannelWebhookModel]: - with get_db_context(db) as db: - webhook = ( - db.query(ChannelWebhook).filter(ChannelWebhook.id == webhook_id).first() - ) + async def get_webhook_by_id(self, webhook_id: str, db: Optional[AsyncSession] = None) -> Optional[ChannelWebhookModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(ChannelWebhook).filter(ChannelWebhook.id == webhook_id)) + webhook = result.scalars().first() return ChannelWebhookModel.model_validate(webhook) if webhook else None - def get_webhook_by_id_and_token( - self, webhook_id: str, token: str, db: Optional[Session] = None + async def get_webhook_by_id_and_token( + self, webhook_id: str, token: str, db: Optional[AsyncSession] = None ) -> Optional[ChannelWebhookModel]: - with get_db_context(db) as db: - webhook = ( - db.query(ChannelWebhook) - .filter( + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChannelWebhook).filter( ChannelWebhook.id == webhook_id, ChannelWebhook.token == token, ) - .first() ) + webhook = result.scalars().first() return ChannelWebhookModel.model_validate(webhook) if webhook else None - def update_webhook_by_id( + async def update_webhook_by_id( self, webhook_id: str, form_data: ChannelWebhookForm, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[ChannelWebhookModel]: - with get_db_context(db) as db: - webhook = ( - db.query(ChannelWebhook).filter(ChannelWebhook.id == webhook_id).first() - ) + async with get_async_db_context(db) as db: + result = await db.execute(select(ChannelWebhook).filter(ChannelWebhook.id == webhook_id)) + webhook = result.scalars().first() if not webhook: return None webhook.name = form_data.name webhook.profile_image_url = form_data.profile_image_url webhook.updated_at = int(time.time_ns()) - db.commit() + await db.commit() return ChannelWebhookModel.model_validate(webhook) - def update_webhook_last_used_at( - self, webhook_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: - webhook = ( - db.query(ChannelWebhook).filter(ChannelWebhook.id == webhook_id).first() - ) + async def update_webhook_last_used_at(self, webhook_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute(select(ChannelWebhook).filter(ChannelWebhook.id == webhook_id)) + webhook = result.scalars().first() if not webhook: return False webhook.last_used_at = int(time.time_ns()) - db.commit() + await db.commit() return True - def delete_webhook_by_id( - self, webhook_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: - result = ( - db.query(ChannelWebhook) - .filter(ChannelWebhook.id == webhook_id) - .delete() - ) - db.commit() - return result > 0 + async def delete_webhook_by_id(self, webhook_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute(delete(ChannelWebhook).filter(ChannelWebhook.id == webhook_id)) + await db.commit() + return result.rowcount > 0 Channels = ChannelTable() diff --git a/backend/open_webui/models/chat_messages.py b/backend/open_webui/models/chat_messages.py index b707ab358b..087662ff7c 100644 --- a/backend/open_webui/models/chat_messages.py +++ b/backend/open_webui/models/chat_messages.py @@ -3,8 +3,10 @@ import time import uuid from typing import Any, Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, get_db_context +from sqlalchemy import select, delete, func, cast, Integer +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, get_async_db_context +from open_webui.utils.response import normalize_usage from pydantic import BaseModel, ConfigDict from sqlalchemy import ( @@ -15,7 +17,6 @@ from sqlalchemy import ( Text, JSON, Index, - func, ) #################### @@ -41,19 +42,23 @@ def _normalize_timestamp(timestamp: int) -> float: return timestamp +def get_usage(data: dict) -> Optional[dict]: + """Extract and normalize usage from message data.""" + usage = data.get('usage') or (data.get('info') or {}).get('usage') + return normalize_usage(usage) if usage else None + + #################### # ChatMessage DB Schema #################### class ChatMessage(Base): - __tablename__ = "chat_message" + __tablename__ = 'chat_message' # Identity id = Column(Text, primary_key=True) - chat_id = Column( - Text, ForeignKey("chat.id", ondelete="CASCADE"), nullable=False, index=True - ) + chat_id = Column(Text, ForeignKey('chat.id', ondelete='CASCADE'), nullable=False, index=True) user_id = Column(Text, index=True) # Structure @@ -85,9 +90,9 @@ class ChatMessage(Base): updated_at = Column(BigInteger) __table_args__ = ( - Index("chat_message_chat_parent_idx", "chat_id", "parent_id"), - Index("chat_message_model_created_idx", "model_id", "created_at"), - Index("chat_message_user_created_idx", "user_id", "created_at"), + Index('chat_message_chat_parent_idx', 'chat_id', 'parent_id'), + Index('chat_message_model_created_idx', 'model_id', 'created_at'), + Index('chat_message_user_created_idx', 'user_id', 'created_at'), ) @@ -124,518 +129,492 @@ class ChatMessageModel(BaseModel): class ChatMessageTable: - def upsert_message( + async def upsert_message( self, message_id: str, chat_id: str, user_id: str, data: dict, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[ChatMessageModel]: """Insert or update a chat message.""" - with get_db_context(db) as db: + async with get_async_db_context(db) as db: now = int(time.time()) - timestamp = data.get("timestamp", now) + timestamp = data.get('timestamp', now) # Use composite ID: {chat_id}-{message_id} - composite_id = f"{chat_id}-{message_id}" + composite_id = f'{chat_id}-{message_id}' - existing = db.get(ChatMessage, composite_id) + existing = await db.get(ChatMessage, composite_id) if existing: # Update existing - if "role" in data: - existing.role = data["role"] - if "parent_id" in data: - existing.parent_id = data.get("parent_id") or data.get("parentId") - if "content" in data: - existing.content = data.get("content") - if "output" in data: - existing.output = data.get("output") - if "model_id" in data or "model" in data: - existing.model_id = data.get("model_id") or data.get("model") - if "files" in data: - existing.files = data.get("files") - if "sources" in data: - existing.sources = data.get("sources") - if "embeds" in data: - existing.embeds = data.get("embeds") - if "done" in data: - existing.done = data.get("done", True) - if "status_history" in data or "statusHistory" in data: - existing.status_history = data.get("status_history") or data.get( - "statusHistory" - ) - if "error" in data: - existing.error = data.get("error") - # Extract usage - check direct field first, then info.usage - usage = data.get("usage") - if not usage: - info = data.get("info", {}) - usage = info.get("usage") if info else None + if 'role' in data: + existing.role = data['role'] + if 'parent_id' in data: + existing.parent_id = data.get('parent_id') or data.get('parentId') + if 'content' in data: + existing.content = data.get('content') + if 'output' in data: + existing.output = data.get('output') + if 'model_id' in data or 'model' in data: + existing.model_id = data.get('model_id') or data.get('model') + if 'files' in data: + existing.files = data.get('files') + if 'sources' in data: + existing.sources = data.get('sources') + if 'embeds' in data: + existing.embeds = data.get('embeds') + if 'done' in data: + existing.done = data.get('done', True) + if 'status_history' in data or 'statusHistory' in data: + existing.status_history = data.get('status_history') or data.get('statusHistory') + if 'error' in data: + existing.error = data.get('error') + # Extract and normalize usage + usage = get_usage(data) if usage: - existing.usage = usage + # Deep-merge: preserve existing keys not present in new data + # This prevents background tasks (follow-ups, title, tags) + # from accidentally clearing the primary response's token counts + existing.usage = {**(existing.usage or {}), **usage} existing.updated_at = now - db.commit() - db.refresh(existing) + await db.commit() + await db.refresh(existing) return ChatMessageModel.model_validate(existing) else: # Insert new - # Extract usage - check direct field first, then info.usage - usage = data.get("usage") - if not usage: - info = data.get("info", {}) - usage = info.get("usage") if info else None + # Extract and normalize usage + usage = get_usage(data) message = ChatMessage( id=composite_id, chat_id=chat_id, user_id=user_id, - role=data.get("role", "user"), - parent_id=data.get("parent_id") or data.get("parentId"), - content=data.get("content"), - output=data.get("output"), - model_id=data.get("model_id") or data.get("model"), - files=data.get("files"), - sources=data.get("sources"), - embeds=data.get("embeds"), - done=data.get("done", True), - status_history=data.get("status_history") - or data.get("statusHistory"), - error=data.get("error"), + role=data.get('role', 'user'), + parent_id=data.get('parent_id') or data.get('parentId'), + content=data.get('content'), + output=data.get('output'), + model_id=data.get('model_id') or data.get('model'), + files=data.get('files'), + sources=data.get('sources'), + embeds=data.get('embeds'), + done=data.get('done', True), + status_history=data.get('status_history') or data.get('statusHistory'), + error=data.get('error'), usage=usage, created_at=timestamp, updated_at=now, ) db.add(message) - db.commit() - db.refresh(message) + await db.commit() + await db.refresh(message) return ChatMessageModel.model_validate(message) - def get_message_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[ChatMessageModel]: - with get_db_context(db) as db: - message = db.get(ChatMessage, id) + async def get_message_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ChatMessageModel]: + async with get_async_db_context(db) as db: + message = await db.get(ChatMessage, id) return ChatMessageModel.model_validate(message) if message else None - def get_messages_by_chat_id( - self, chat_id: str, db: Optional[Session] = None - ) -> list[ChatMessageModel]: - with get_db_context(db) as db: - messages = ( - db.query(ChatMessage) - .filter_by(chat_id=chat_id) - .order_by(ChatMessage.created_at.asc()) - .all() + async def get_messages_by_chat_id(self, chat_id: str, db: Optional[AsyncSession] = None) -> list[ChatMessageModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChatMessage).filter_by(chat_id=chat_id).order_by(ChatMessage.created_at.asc()) ) + messages = result.scalars().all() return [ChatMessageModel.model_validate(message) for message in messages] - def get_messages_by_user_id( + async def get_messages_by_user_id( self, user_id: str, skip: int = 0, limit: int = 50, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[ChatMessageModel]: - with get_db_context(db) as db: - messages = ( - db.query(ChatMessage) + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChatMessage) .filter_by(user_id=user_id) .order_by(ChatMessage.created_at.desc()) .offset(skip) .limit(limit) - .all() ) + messages = result.scalars().all() return [ChatMessageModel.model_validate(message) for message in messages] - def get_messages_by_model_id( + async def get_messages_by_model_id( self, model_id: str, start_date: Optional[int] = None, end_date: Optional[int] = None, skip: int = 0, limit: int = 100, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[ChatMessageModel]: - with get_db_context(db) as db: - query = db.query(ChatMessage).filter_by(model_id=model_id) + async with get_async_db_context(db) as db: + stmt = select(ChatMessage).filter_by(model_id=model_id) if start_date: - query = query.filter(ChatMessage.created_at >= start_date) + stmt = stmt.filter(ChatMessage.created_at >= start_date) if end_date: - query = query.filter(ChatMessage.created_at <= end_date) - messages = ( - query.order_by(ChatMessage.created_at.desc()) - .offset(skip) - .limit(limit) - .all() - ) + stmt = stmt.filter(ChatMessage.created_at <= end_date) + stmt = stmt.order_by(ChatMessage.created_at.desc()).offset(skip).limit(limit) + result = await db.execute(stmt) + messages = result.scalars().all() return [ChatMessageModel.model_validate(message) for message in messages] - def get_chat_ids_by_model_id( + async def get_chat_ids_by_model_id( self, model_id: str, start_date: Optional[int] = None, end_date: Optional[int] = None, skip: int = 0, limit: int = 50, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[str]: """Get distinct chat_ids that used a specific model.""" - with get_db_context(db) as db: - query = db.query( - ChatMessage.chat_id, - func.max(ChatMessage.created_at).label("last_message_at"), - ).filter(ChatMessage.model_id == model_id) + async with get_async_db_context(db) as db: + stmt = ( + select( + ChatMessage.chat_id, + func.max(ChatMessage.created_at).label('last_message_at'), + ) + .filter(ChatMessage.model_id == model_id) + ) if start_date: - query = query.filter(ChatMessage.created_at >= start_date) + stmt = stmt.filter(ChatMessage.created_at >= start_date) if end_date: - query = query.filter(ChatMessage.created_at <= end_date) + stmt = stmt.filter(ChatMessage.created_at <= end_date) # Group by chat_id and order by most recent message in each chat # Secondary sort on chat_id ensures deterministic pagination - # (prevents duplicates across pages when timestamps tie) - chat_ids = ( - query.group_by(ChatMessage.chat_id) + stmt = ( + stmt.group_by(ChatMessage.chat_id) .order_by(func.max(ChatMessage.created_at).desc(), ChatMessage.chat_id) .offset(skip) .limit(limit) - .all() ) + result = await db.execute(stmt) + chat_ids = result.all() return [chat_id for chat_id, _ in chat_ids] - def delete_messages_by_chat_id( - self, chat_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: - db.query(ChatMessage).filter_by(chat_id=chat_id).delete() - db.commit() + async def delete_messages_by_chat_id(self, chat_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + await db.execute(delete(ChatMessage).filter_by(chat_id=chat_id)) + await db.commit() return True # Analytics methods - def get_message_count_by_model( + async def get_message_count_by_model( self, start_date: Optional[int] = None, end_date: Optional[int] = None, group_id: Optional[str] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> dict[str, int]: - with get_db_context(db) as db: - from sqlalchemy import func + async with get_async_db_context(db) as db: from open_webui.models.groups import GroupMember - query = db.query( - ChatMessage.model_id, func.count(ChatMessage.id).label("count") - ).filter( - ChatMessage.role == "assistant", - ChatMessage.model_id.isnot(None), - ~ChatMessage.user_id.like("shared-%"), + stmt = ( + select(ChatMessage.model_id, func.count(ChatMessage.id).label('count')) + .filter( + ChatMessage.role == 'assistant', + ChatMessage.model_id.isnot(None), + ~ChatMessage.user_id.like('shared-%'), + ) ) if start_date: - query = query.filter(ChatMessage.created_at >= start_date) + stmt = stmt.filter(ChatMessage.created_at >= start_date) if end_date: - query = query.filter(ChatMessage.created_at <= end_date) + stmt = stmt.filter(ChatMessage.created_at <= end_date) if group_id: - group_users = ( - db.query(GroupMember.user_id) - .filter(GroupMember.group_id == group_id) - .subquery() - ) - query = query.filter(ChatMessage.user_id.in_(group_users)) + group_users = select(GroupMember.user_id).filter(GroupMember.group_id == group_id).scalar_subquery() + stmt = stmt.filter(ChatMessage.user_id.in_(group_users)) - results = query.group_by(ChatMessage.model_id).all() - return {row.model_id: row.count for row in results} + stmt = stmt.group_by(ChatMessage.model_id) + result = await db.execute(stmt) + return {row.model_id: row.count for row in result.all()} - def get_token_usage_by_model( + async def get_token_usage_by_model( self, start_date: Optional[int] = None, end_date: Optional[int] = None, group_id: Optional[str] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> dict[str, dict]: """Aggregate token usage by model using database-level aggregation.""" - with get_db_context(db) as db: - from sqlalchemy import func, cast, Integer + async with get_async_db_context(db) as db: from open_webui.models.groups import GroupMember - dialect = db.bind.dialect.name + # We need the dialect to determine JSON extraction syntax + # For async sessions, access via get_bind() + bind = await db.connection() + dialect = bind.dialect.name - if dialect == "sqlite": + if dialect == 'sqlite': + input_tokens = cast(func.json_extract(ChatMessage.usage, '$.input_tokens'), Integer) + output_tokens = cast(func.json_extract(ChatMessage.usage, '$.output_tokens'), Integer) + elif dialect == 'postgresql': input_tokens = cast( - func.json_extract(ChatMessage.usage, "$.input_tokens"), Integer - ) - output_tokens = cast( - func.json_extract(ChatMessage.usage, "$.output_tokens"), Integer - ) - elif dialect == "postgresql": - # Use json_extract_path_text for PostgreSQL JSON columns - input_tokens = cast( - func.json_extract_path_text(ChatMessage.usage, "input_tokens"), + func.json_extract_path_text(ChatMessage.usage, 'input_tokens'), Integer, ) output_tokens = cast( - func.json_extract_path_text(ChatMessage.usage, "output_tokens"), + func.json_extract_path_text(ChatMessage.usage, 'output_tokens'), Integer, ) else: - raise NotImplementedError(f"Unsupported dialect: {dialect}") + raise NotImplementedError(f'Unsupported dialect: {dialect}') - query = db.query( - ChatMessage.model_id, - func.coalesce(func.sum(input_tokens), 0).label("input_tokens"), - func.coalesce(func.sum(output_tokens), 0).label("output_tokens"), - func.count(ChatMessage.id).label("message_count"), - ).filter( - ChatMessage.role == "assistant", - ChatMessage.model_id.isnot(None), - ChatMessage.usage.isnot(None), - ~ChatMessage.user_id.like("shared-%"), + stmt = ( + select( + ChatMessage.model_id, + func.coalesce(func.sum(input_tokens), 0).label('input_tokens'), + func.coalesce(func.sum(output_tokens), 0).label('output_tokens'), + func.count(ChatMessage.id).label('message_count'), + ) + .filter( + ChatMessage.role == 'assistant', + ChatMessage.model_id.isnot(None), + ChatMessage.usage.isnot(None), + ~ChatMessage.user_id.like('shared-%'), + ) ) if start_date: - query = query.filter(ChatMessage.created_at >= start_date) + stmt = stmt.filter(ChatMessage.created_at >= start_date) if end_date: - query = query.filter(ChatMessage.created_at <= end_date) + stmt = stmt.filter(ChatMessage.created_at <= end_date) if group_id: - group_users = ( - db.query(GroupMember.user_id) - .filter(GroupMember.group_id == group_id) - .subquery() - ) - query = query.filter(ChatMessage.user_id.in_(group_users)) + group_users = select(GroupMember.user_id).filter(GroupMember.group_id == group_id).scalar_subquery() + stmt = stmt.filter(ChatMessage.user_id.in_(group_users)) - results = query.group_by(ChatMessage.model_id).all() + stmt = stmt.group_by(ChatMessage.model_id) + result = await db.execute(stmt) return { row.model_id: { - "input_tokens": row.input_tokens, - "output_tokens": row.output_tokens, - "total_tokens": row.input_tokens + row.output_tokens, - "message_count": row.message_count, + 'input_tokens': row.input_tokens, + 'output_tokens': row.output_tokens, + 'total_tokens': row.input_tokens + row.output_tokens, + 'message_count': row.message_count, } - for row in results + for row in result.all() } - def get_token_usage_by_user( + async def get_token_usage_by_user( self, start_date: Optional[int] = None, end_date: Optional[int] = None, - db: Optional[Session] = None, + group_id: Optional[str] = None, + db: Optional[AsyncSession] = None, ) -> dict[str, dict]: """Aggregate token usage by user using database-level aggregation.""" - with get_db_context(db) as db: - from sqlalchemy import func, cast, Integer + async with get_async_db_context(db) as db: + from open_webui.models.groups import GroupMember - dialect = db.bind.dialect.name + bind = await db.connection() + dialect = bind.dialect.name - if dialect == "sqlite": + if dialect == 'sqlite': + input_tokens = cast(func.json_extract(ChatMessage.usage, '$.input_tokens'), Integer) + output_tokens = cast(func.json_extract(ChatMessage.usage, '$.output_tokens'), Integer) + elif dialect == 'postgresql': input_tokens = cast( - func.json_extract(ChatMessage.usage, "$.input_tokens"), Integer - ) - output_tokens = cast( - func.json_extract(ChatMessage.usage, "$.output_tokens"), Integer - ) - elif dialect == "postgresql": - # Use json_extract_path_text for PostgreSQL JSON columns - input_tokens = cast( - func.json_extract_path_text(ChatMessage.usage, "input_tokens"), + func.json_extract_path_text(ChatMessage.usage, 'input_tokens'), Integer, ) output_tokens = cast( - func.json_extract_path_text(ChatMessage.usage, "output_tokens"), + func.json_extract_path_text(ChatMessage.usage, 'output_tokens'), Integer, ) else: - raise NotImplementedError(f"Unsupported dialect: {dialect}") + raise NotImplementedError(f'Unsupported dialect: {dialect}') - query = db.query( - ChatMessage.user_id, - func.coalesce(func.sum(input_tokens), 0).label("input_tokens"), - func.coalesce(func.sum(output_tokens), 0).label("output_tokens"), - func.count(ChatMessage.id).label("message_count"), - ).filter( - ChatMessage.role == "assistant", - ChatMessage.user_id.isnot(None), - ChatMessage.usage.isnot(None), - ~ChatMessage.user_id.like("shared-%"), + stmt = ( + select( + ChatMessage.user_id, + func.coalesce(func.sum(input_tokens), 0).label('input_tokens'), + func.coalesce(func.sum(output_tokens), 0).label('output_tokens'), + func.count(ChatMessage.id).label('message_count'), + ) + .filter( + ChatMessage.role == 'assistant', + ChatMessage.user_id.isnot(None), + ChatMessage.usage.isnot(None), + ~ChatMessage.user_id.like('shared-%'), + ) ) if start_date: - query = query.filter(ChatMessage.created_at >= start_date) + stmt = stmt.filter(ChatMessage.created_at >= start_date) if end_date: - query = query.filter(ChatMessage.created_at <= end_date) + stmt = stmt.filter(ChatMessage.created_at <= end_date) + if group_id: + group_users = select(GroupMember.user_id).filter(GroupMember.group_id == group_id).scalar_subquery() + stmt = stmt.filter(ChatMessage.user_id.in_(group_users)) - results = query.group_by(ChatMessage.user_id).all() + stmt = stmt.group_by(ChatMessage.user_id) + result = await db.execute(stmt) return { row.user_id: { - "input_tokens": row.input_tokens, - "output_tokens": row.output_tokens, - "total_tokens": row.input_tokens + row.output_tokens, - "message_count": row.message_count, + 'input_tokens': row.input_tokens, + 'output_tokens': row.output_tokens, + 'total_tokens': row.input_tokens + row.output_tokens, + 'message_count': row.message_count, } - for row in results + for row in result.all() } - def get_message_count_by_user( + async def get_message_count_by_user( self, start_date: Optional[int] = None, end_date: Optional[int] = None, group_id: Optional[str] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> dict[str, int]: - with get_db_context(db) as db: - from sqlalchemy import func + async with get_async_db_context(db) as db: from open_webui.models.groups import GroupMember - query = db.query( - ChatMessage.user_id, func.count(ChatMessage.id).label("count") - ).filter(~ChatMessage.user_id.like("shared-%")) - - if start_date: - query = query.filter(ChatMessage.created_at >= start_date) - if end_date: - query = query.filter(ChatMessage.created_at <= end_date) - if group_id: - group_users = ( - db.query(GroupMember.user_id) - .filter(GroupMember.group_id == group_id) - .subquery() - ) - query = query.filter(ChatMessage.user_id.in_(group_users)) - - results = query.group_by(ChatMessage.user_id).all() - return {row.user_id: row.count for row in results} - - def get_message_count_by_chat( - self, - start_date: Optional[int] = None, - end_date: Optional[int] = None, - group_id: Optional[str] = None, - db: Optional[Session] = None, - ) -> dict[str, int]: - with get_db_context(db) as db: - from sqlalchemy import func - from open_webui.models.groups import GroupMember - - query = db.query( - ChatMessage.chat_id, func.count(ChatMessage.id).label("count") - ).filter(~ChatMessage.user_id.like("shared-%")) - - if start_date: - query = query.filter(ChatMessage.created_at >= start_date) - if end_date: - query = query.filter(ChatMessage.created_at <= end_date) - if group_id: - group_users = ( - db.query(GroupMember.user_id) - .filter(GroupMember.group_id == group_id) - .subquery() - ) - query = query.filter(ChatMessage.user_id.in_(group_users)) - - results = query.group_by(ChatMessage.chat_id).all() - return {row.chat_id: row.count for row in results} - - def get_daily_message_counts_by_model( - self, - start_date: Optional[int] = None, - end_date: Optional[int] = None, - group_id: Optional[str] = None, - db: Optional[Session] = None, - ) -> dict[str, dict[str, int]]: - """Get message counts grouped by day and model.""" - with get_db_context(db) as db: - from datetime import datetime, timedelta - from open_webui.models.groups import GroupMember - - query = db.query(ChatMessage.created_at, ChatMessage.model_id).filter( - ChatMessage.role == "assistant", - ChatMessage.model_id.isnot(None), - ~ChatMessage.user_id.like("shared-%"), + stmt = ( + select(ChatMessage.user_id, func.count(ChatMessage.id).label('count')) + .filter(~ChatMessage.user_id.like('shared-%')) ) if start_date: - query = query.filter(ChatMessage.created_at >= start_date) + stmt = stmt.filter(ChatMessage.created_at >= start_date) if end_date: - query = query.filter(ChatMessage.created_at <= end_date) + stmt = stmt.filter(ChatMessage.created_at <= end_date) if group_id: - group_users = ( - db.query(GroupMember.user_id) - .filter(GroupMember.group_id == group_id) - .subquery() - ) - query = query.filter(ChatMessage.user_id.in_(group_users)) + group_users = select(GroupMember.user_id).filter(GroupMember.group_id == group_id).scalar_subquery() + stmt = stmt.filter(ChatMessage.user_id.in_(group_users)) - results = query.all() + stmt = stmt.group_by(ChatMessage.user_id) + result = await db.execute(stmt) + return {row.user_id: row.count for row in result.all()} + + async def get_message_count_by_chat( + self, + start_date: Optional[int] = None, + end_date: Optional[int] = None, + group_id: Optional[str] = None, + db: Optional[AsyncSession] = None, + ) -> dict[str, int]: + async with get_async_db_context(db) as db: + from open_webui.models.groups import GroupMember + + stmt = ( + select(ChatMessage.chat_id, func.count(ChatMessage.id).label('count')) + .filter(~ChatMessage.user_id.like('shared-%')) + ) + + if start_date: + stmt = stmt.filter(ChatMessage.created_at >= start_date) + if end_date: + stmt = stmt.filter(ChatMessage.created_at <= end_date) + if group_id: + group_users = select(GroupMember.user_id).filter(GroupMember.group_id == group_id).scalar_subquery() + stmt = stmt.filter(ChatMessage.user_id.in_(group_users)) + + stmt = stmt.group_by(ChatMessage.chat_id) + result = await db.execute(stmt) + return {row.chat_id: row.count for row in result.all()} + + async def get_daily_message_counts_by_model( + self, + start_date: Optional[int] = None, + end_date: Optional[int] = None, + group_id: Optional[str] = None, + db: Optional[AsyncSession] = None, + ) -> dict[str, dict[str, int]]: + """Get message counts grouped by day and model.""" + async with get_async_db_context(db) as db: + from datetime import datetime, timedelta + from open_webui.models.groups import GroupMember + + stmt = ( + select(ChatMessage.created_at, ChatMessage.model_id) + .filter( + ChatMessage.role == 'assistant', + ChatMessage.model_id.isnot(None), + ~ChatMessage.user_id.like('shared-%'), + ) + ) + + if start_date: + stmt = stmt.filter(ChatMessage.created_at >= start_date) + if end_date: + stmt = stmt.filter(ChatMessage.created_at <= end_date) + if group_id: + group_users = select(GroupMember.user_id).filter(GroupMember.group_id == group_id).scalar_subquery() + stmt = stmt.filter(ChatMessage.user_id.in_(group_users)) + + result = await db.execute(stmt) + results = result.all() # Group by date -> model -> count daily_counts: dict[str, dict[str, int]] = {} for timestamp, model_id in results: - date_str = datetime.fromtimestamp( - _normalize_timestamp(timestamp) - ).strftime("%Y-%m-%d") + date_str = datetime.fromtimestamp(_normalize_timestamp(timestamp)).strftime('%Y-%m-%d') if date_str not in daily_counts: daily_counts[date_str] = {} - daily_counts[date_str][model_id] = ( - daily_counts[date_str].get(model_id, 0) + 1 - ) + daily_counts[date_str][model_id] = daily_counts[date_str].get(model_id, 0) + 1 # Fill in missing days if start_date and end_date: current = datetime.fromtimestamp(_normalize_timestamp(start_date)) end_dt = datetime.fromtimestamp(_normalize_timestamp(end_date)) while current <= end_dt: - date_str = current.strftime("%Y-%m-%d") + date_str = current.strftime('%Y-%m-%d') if date_str not in daily_counts: daily_counts[date_str] = {} current += timedelta(days=1) return daily_counts - def get_hourly_message_counts_by_model( + async def get_hourly_message_counts_by_model( self, start_date: Optional[int] = None, end_date: Optional[int] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> dict[str, dict[str, int]]: """Get message counts grouped by hour and model.""" - with get_db_context(db) as db: + async with get_async_db_context(db) as db: from datetime import datetime, timedelta - query = db.query(ChatMessage.created_at, ChatMessage.model_id).filter( - ChatMessage.role == "assistant", - ChatMessage.model_id.isnot(None), - ~ChatMessage.user_id.like("shared-%"), + stmt = ( + select(ChatMessage.created_at, ChatMessage.model_id) + .filter( + ChatMessage.role == 'assistant', + ChatMessage.model_id.isnot(None), + ~ChatMessage.user_id.like('shared-%'), + ) ) if start_date: - query = query.filter(ChatMessage.created_at >= start_date) + stmt = stmt.filter(ChatMessage.created_at >= start_date) if end_date: - query = query.filter(ChatMessage.created_at <= end_date) + stmt = stmt.filter(ChatMessage.created_at <= end_date) - results = query.all() + result = await db.execute(stmt) + results = result.all() # Group by hour -> model -> count hourly_counts: dict[str, dict[str, int]] = {} for timestamp, model_id in results: - hour_str = datetime.fromtimestamp( - _normalize_timestamp(timestamp) - ).strftime("%Y-%m-%d %H:00") + hour_str = datetime.fromtimestamp(_normalize_timestamp(timestamp)).strftime('%Y-%m-%d %H:00') if hour_str not in hourly_counts: hourly_counts[hour_str] = {} - hourly_counts[hour_str][model_id] = ( - hourly_counts[hour_str].get(model_id, 0) + 1 - ) + hourly_counts[hour_str][model_id] = hourly_counts[hour_str].get(model_id, 0) + 1 # Fill in missing hours if start_date and end_date: - current = datetime.fromtimestamp( - _normalize_timestamp(start_date) - ).replace(minute=0, second=0, microsecond=0) + current = datetime.fromtimestamp(_normalize_timestamp(start_date)).replace( + minute=0, second=0, microsecond=0 + ) end_dt = datetime.fromtimestamp(_normalize_timestamp(end_date)) while current <= end_dt: - hour_str = current.strftime("%Y-%m-%d %H:00") + hour_str = current.strftime('%Y-%m-%d %H:00') if hour_str not in hourly_counts: hourly_counts[hour_str] = {} current += timedelta(hours=1) diff --git a/backend/open_webui/models/chats.py b/backend/open_webui/models/chats.py index 78aa4d3ded..77bc0a5614 100644 --- a/backend/open_webui/models/chats.py +++ b/backend/open_webui/models/chats.py @@ -4,11 +4,15 @@ import time import uuid from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, update, func, or_, and_, text +from sqlalchemy.ext.asyncio import AsyncSession +from sqlalchemy.sql import exists +from sqlalchemy.sql.expression import bindparam +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.models.tags import TagModel, Tag, Tags from open_webui.models.folders import Folders from open_webui.models.chat_messages import ChatMessage, ChatMessages +from open_webui.models.automations import AutomationRun from open_webui.utils.misc import sanitize_data_for_db, sanitize_text_for_db from pydantic import BaseModel, ConfigDict @@ -23,19 +27,18 @@ from sqlalchemy import ( Index, UniqueConstraint, ) -from sqlalchemy import or_, func, select, and_, text -from sqlalchemy.sql import exists -from sqlalchemy.sql.expression import bindparam #################### # Chat DB Schema +# Let no word spoken in this house be lost, and when the +# record is read again, let it still serve the one who spoke. #################### log = logging.getLogger(__name__) class Chat(Base): - __tablename__ = "chat" + __tablename__ = 'chat' id = Column(String, primary_key=True, unique=True) user_id = Column(String) @@ -49,21 +52,21 @@ class Chat(Base): archived = Column(Boolean, default=False) pinned = Column(Boolean, default=False, nullable=True) - meta = Column(JSON, server_default="{}") + meta = Column(JSON, server_default='{}') folder_id = Column(Text, nullable=True) + tasks = Column(JSON, nullable=True) + summary = Column(Text, nullable=True) + + last_read_at = Column(BigInteger, nullable=True) + __table_args__ = ( # Performance indexes for common queries - # WHERE folder_id = ... - Index("folder_id_idx", "folder_id"), - # WHERE user_id = ... AND pinned = ... - Index("user_id_pinned_idx", "user_id", "pinned"), - # WHERE user_id = ... AND archived = ... - Index("user_id_archived_idx", "user_id", "archived"), - # WHERE user_id = ... ORDER BY updated_at DESC - Index("updated_at_user_id_idx", "updated_at", "user_id"), - # WHERE folder_id = ... AND user_id = ... - Index("folder_id_user_id_idx", "folder_id", "user_id"), + Index('folder_id_idx', 'folder_id'), + Index('user_id_pinned_idx', 'user_id', 'pinned'), + Index('user_id_archived_idx', 'user_id', 'archived'), + Index('updated_at_user_id_idx', 'updated_at', 'user_id'), + Index('folder_id_user_id_idx', 'folder_id', 'user_id'), ) @@ -85,23 +88,26 @@ class ChatModel(BaseModel): meta: dict = {} folder_id: Optional[str] = None + tasks: Optional[list] = None + summary: Optional[str] = None + + last_read_at: Optional[int] = None + class ChatFile(Base): - __tablename__ = "chat_file" + __tablename__ = 'chat_file' id = Column(Text, unique=True, primary_key=True) user_id = Column(Text, nullable=False) - chat_id = Column(Text, ForeignKey("chat.id", ondelete="CASCADE"), nullable=False) + chat_id = Column(Text, ForeignKey('chat.id', ondelete='CASCADE'), nullable=False) message_id = Column(Text, nullable=True) - file_id = Column(Text, ForeignKey("file.id", ondelete="CASCADE"), nullable=False) + file_id = Column(Text, ForeignKey('file.id', ondelete='CASCADE'), nullable=False) created_at = Column(BigInteger, nullable=False) updated_at = Column(BigInteger, nullable=False) - __table_args__ = ( - UniqueConstraint("chat_id", "file_id", name="uq_chat_file_chat_file"), - ) + __table_args__ = (UniqueConstraint('chat_id', 'file_id', name='uq_chat_file_chat_file'),) class ChatFileModel(BaseModel): @@ -161,12 +167,16 @@ class ChatResponse(BaseModel): meta: dict = {} folder_id: Optional[str] = None + tasks: Optional[list] = None + summary: Optional[str] = None + class ChatTitleIdResponse(BaseModel): id: str title: str updated_at: int created_at: int + last_read_at: Optional[int] = None class SharedChatResponse(BaseModel): @@ -191,19 +201,11 @@ class ChatUsageStatsResponse(BaseModel): history_models: dict = {} # models used in the chat history with their usage counts history_message_count: int # number of messages in the chat history history_user_message_count: int # number of user messages in the chat history - history_assistant_message_count: ( - int # number of assistant messages in the chat history - ) + history_assistant_message_count: int # number of assistant messages in the chat history - average_response_time: ( - float # average response time of assistant messages in seconds - ) - average_user_message_content_length: ( - float # average length of user message contents - ) - average_assistant_message_content_length: ( - float # average length of assistant message contents - ) + average_response_time: float # average response time of assistant messages in seconds + average_user_message_content_length: float # average length of user message contents + average_assistant_message_content_length: float # average length of assistant message contents tags: list[str] = [] # tags associated with the chat @@ -211,13 +213,13 @@ class ChatUsageStatsResponse(BaseModel): updated_at: int created_at: int - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class ChatUsageStatsListResponse(BaseModel): items: list[ChatUsageStatsResponse] total: int - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class MessageStats(BaseModel): @@ -290,83 +292,69 @@ class ChatTable: return changed - def insert_new_chat( - self, user_id: str, form_data: ChatForm, db: Optional[Session] = None - ) -> Optional[ChatModel]: - with get_db_context(db) as db: + async def insert_new_chat(self, user_id: str, form_data: ChatForm, db: Optional[AsyncSession] = None) -> Optional[ChatModel]: + async with get_async_db_context(db) as db: id = str(uuid.uuid4()) chat = ChatModel( **{ - "id": id, - "user_id": user_id, - "title": self._clean_null_bytes( - form_data.chat["title"] - if "title" in form_data.chat - else "New Chat" + 'id': id, + 'user_id': user_id, + 'title': self._clean_null_bytes( + form_data.chat['title'] if 'title' in form_data.chat else 'New Chat' ), - "chat": self._clean_null_bytes(form_data.chat), - "folder_id": form_data.folder_id, - "created_at": int(time.time()), - "updated_at": int(time.time()), + 'chat': self._clean_null_bytes(form_data.chat), + 'folder_id': form_data.folder_id, + 'created_at': int(time.time()), + 'updated_at': int(time.time()), } ) chat_item = Chat(**chat.model_dump()) db.add(chat_item) - db.commit() - db.refresh(chat_item) + await db.commit() + await db.refresh(chat_item) # Dual-write initial messages to chat_message table try: - history = form_data.chat.get("history", {}) - messages = history.get("messages", {}) + history = form_data.chat.get('history', {}) + messages = history.get('messages', {}) for message_id, message in messages.items(): - if isinstance(message, dict) and message.get("role"): - ChatMessages.upsert_message( + if isinstance(message, dict) and message.get('role'): + await ChatMessages.upsert_message( message_id=message_id, chat_id=id, user_id=user_id, data=message, ) except Exception as e: - log.warning( - f"Failed to write initial messages to chat_message table: {e}" - ) + log.warning(f'Failed to write initial messages to chat_message table: {e}') return ChatModel.model_validate(chat_item) if chat_item else None - def _chat_import_form_to_chat_model( - self, user_id: str, form_data: ChatImportForm - ) -> ChatModel: + def _chat_import_form_to_chat_model(self, user_id: str, form_data: ChatImportForm) -> ChatModel: id = str(uuid.uuid4()) chat = ChatModel( **{ - "id": id, - "user_id": user_id, - "title": self._clean_null_bytes( - form_data.chat["title"] if "title" in form_data.chat else "New Chat" - ), - "chat": self._clean_null_bytes(form_data.chat), - "meta": form_data.meta, - "pinned": form_data.pinned, - "folder_id": form_data.folder_id, - "created_at": ( - form_data.created_at if form_data.created_at else int(time.time()) - ), - "updated_at": ( - form_data.updated_at if form_data.updated_at else int(time.time()) - ), + 'id': id, + 'user_id': user_id, + 'title': self._clean_null_bytes(form_data.chat['title'] if 'title' in form_data.chat else 'New Chat'), + 'chat': self._clean_null_bytes(form_data.chat), + 'meta': form_data.meta, + 'pinned': form_data.pinned, + 'folder_id': form_data.folder_id, + 'created_at': (form_data.created_at if form_data.created_at else int(time.time())), + 'updated_at': (form_data.updated_at if form_data.updated_at else int(time.time())), } ) return chat - def import_chats( + async def import_chats( self, user_id: str, chat_import_forms: list[ChatImportForm], - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[ChatModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: chats = [] for form_data in chat_import_forms: @@ -374,242 +362,238 @@ class ChatTable: chats.append(Chat(**chat.model_dump())) db.add_all(chats) - db.commit() + await db.commit() # Dual-write messages to chat_message table try: for form_data, chat_obj in zip(chat_import_forms, chats): - history = form_data.chat.get("history", {}) - messages = history.get("messages", {}) + history = form_data.chat.get('history', {}) + messages = history.get('messages', {}) for message_id, message in messages.items(): - if isinstance(message, dict) and message.get("role"): - ChatMessages.upsert_message( + if isinstance(message, dict) and message.get('role'): + await ChatMessages.upsert_message( message_id=message_id, chat_id=chat_obj.id, user_id=user_id, data=message, ) except Exception as e: - log.warning( - f"Failed to write imported messages to chat_message table: {e}" - ) + log.warning(f'Failed to write imported messages to chat_message table: {e}') return [ChatModel.model_validate(chat) for chat in chats] - def update_chat_by_id( - self, id: str, chat: dict, db: Optional[Session] = None - ) -> Optional[ChatModel]: + async def update_chat_by_id(self, id: str, chat: dict, db: Optional[AsyncSession] = None) -> Optional[ChatModel]: try: - with get_db_context(db) as db: - chat_item = db.get(Chat, id) + async with get_async_db_context(db) as db: + chat_item = await db.get(Chat, id) chat_item.chat = self._clean_null_bytes(chat) - chat_item.title = ( - self._clean_null_bytes(chat["title"]) - if "title" in chat - else "New Chat" - ) + chat_item.title = self._clean_null_bytes(chat['title']) if 'title' in chat else 'New Chat' chat_item.updated_at = int(time.time()) - db.commit() - db.refresh(chat_item) + await db.commit() + await db.refresh(chat_item) return ChatModel.model_validate(chat_item) except Exception: return None - def update_chat_title_by_id(self, id: str, title: str) -> Optional[ChatModel]: - chat = self.get_chat_by_id(id) - if chat is None: + async def update_chat_last_read_at_by_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: + try: + async with get_async_db_context(db) as db: + chat = await db.get(Chat, id) + if chat and chat.user_id == user_id: + chat.last_read_at = int(time.time()) + await db.commit() + return True + return False + except Exception: + return False + + async def update_chat_title_by_id(self, id: str, title: str) -> Optional[ChatModel]: + try: + async with get_async_db_context() as db: + chat_item = await db.get(Chat, id) + if chat_item is None: + return None + clean_title = self._clean_null_bytes(title) + chat_item.title = clean_title + chat_item.chat = {**(chat_item.chat or {}), 'title': clean_title} + chat_item.updated_at = int(time.time()) + await db.commit() + await db.refresh(chat_item) + return ChatModel.model_validate(chat_item) + except Exception: return None - chat = chat.chat - chat["title"] = title - - return self.update_chat_by_id(id, chat) - - def update_chat_tags_by_id( - self, id: str, tags: list[str], user - ) -> Optional[ChatModel]: - with get_db_context() as db: - chat = db.get(Chat, id) + async def update_chat_tags_by_id(self, id: str, tags: list[str], user) -> Optional[ChatModel]: + async with get_async_db_context() as db: + chat = await db.get(Chat, id) if chat is None: return None - old_tags = chat.meta.get("tags", []) - new_tags = [t for t in tags if t.replace(" ", "_").lower() != "none"] - new_tag_ids = [t.replace(" ", "_").lower() for t in new_tags] + old_tags = chat.meta.get('tags', []) + new_tags = [t for t in tags if t.replace(' ', '_').lower() != 'none'] + new_tag_ids = [t.replace(' ', '_').lower() for t in new_tags] # Single meta update - chat.meta = {**chat.meta, "tags": new_tag_ids} - db.commit() - db.refresh(chat) + chat.meta = {**chat.meta, 'tags': new_tag_ids} + await db.commit() + await db.refresh(chat) # Batch-create any missing tag rows - Tags.ensure_tags_exist(new_tags, user.id, db=db) + await Tags.ensure_tags_exist(new_tags, user.id, db=db) # Clean up orphaned old tags in one query removed = set(old_tags) - set(new_tag_ids) if removed: - self.delete_orphan_tags_for_user(list(removed), user.id, db=db) + await self.delete_orphan_tags_for_user(list(removed), user.id, db=db) return ChatModel.model_validate(chat) - def get_chat_title_by_id(self, id: str) -> Optional[str]: - with get_db_context() as db: - result = db.query(Chat.title).filter_by(id=id).first() - if result is None: + async def get_chat_title_by_id(self, id: str) -> Optional[str]: + async with get_async_db_context() as db: + result = await db.execute(select(Chat.title).filter_by(id=id)) + row = result.first() + if row is None: return None - return result[0] or "New Chat" + return row[0] or 'New Chat' - def get_messages_map_by_chat_id(self, id: str) -> Optional[dict]: - chat = self.get_chat_by_id(id) + async def get_messages_map_by_chat_id(self, id: str) -> Optional[dict]: + chat = await self.get_chat_by_id(id) if chat is None: return None - return chat.chat.get("history", {}).get("messages", {}) or {} + return chat.chat.get('history', {}).get('messages', {}) or {} - def get_message_by_id_and_message_id( - self, id: str, message_id: str - ) -> Optional[dict]: - chat = self.get_chat_by_id(id) + async def get_message_by_id_and_message_id(self, id: str, message_id: str) -> Optional[dict]: + chat = await self.get_chat_by_id(id) if chat is None: return None - return chat.chat.get("history", {}).get("messages", {}).get(message_id, {}) + return chat.chat.get('history', {}).get('messages', {}).get(message_id, {}) - def upsert_message_to_chat_by_id_and_message_id( + async def upsert_message_to_chat_by_id_and_message_id( self, id: str, message_id: str, message: dict ) -> Optional[ChatModel]: - chat = self.get_chat_by_id(id) + chat = await self.get_chat_by_id(id) if chat is None: return None # Sanitize message content for null characters before upserting - if isinstance(message.get("content"), str): - message["content"] = sanitize_text_for_db(message["content"]) + if isinstance(message.get('content'), str): + message['content'] = sanitize_text_for_db(message['content']) user_id = chat.user_id chat = chat.chat - history = chat.get("history", {}) + history = chat.get('history', {}) - if message_id in history.get("messages", {}): - history["messages"][message_id] = { - **history["messages"][message_id], + if message_id in history.get('messages', {}): + history['messages'][message_id] = { + **history['messages'][message_id], **message, } else: - history["messages"][message_id] = message + history['messages'][message_id] = message - history["currentId"] = message_id + history['currentId'] = message_id - chat["history"] = history + chat['history'] = history # Dual-write to chat_message table try: - ChatMessages.upsert_message( + await ChatMessages.upsert_message( message_id=message_id, chat_id=id, user_id=user_id, - data=history["messages"][message_id], + data=history['messages'][message_id], ) except Exception as e: - log.warning(f"Failed to write to chat_message table: {e}") + log.warning(f'Failed to write to chat_message table: {e}') - return self.update_chat_by_id(id, chat) + return await self.update_chat_by_id(id, chat) - def add_message_status_to_chat_by_id_and_message_id( + async def add_message_status_to_chat_by_id_and_message_id( self, id: str, message_id: str, status: dict ) -> Optional[ChatModel]: - chat = self.get_chat_by_id(id) + chat = await self.get_chat_by_id(id) if chat is None: return None chat = chat.chat - history = chat.get("history", {}) + history = chat.get('history', {}) - if message_id in history.get("messages", {}): - status_history = history["messages"][message_id].get("statusHistory", []) + if message_id in history.get('messages', {}): + status_history = history['messages'][message_id].get('statusHistory', []) status_history.append(status) - history["messages"][message_id]["statusHistory"] = status_history + history['messages'][message_id]['statusHistory'] = status_history - chat["history"] = history - return self.update_chat_by_id(id, chat) + chat['history'] = history + return await self.update_chat_by_id(id, chat) - def add_message_files_by_id_and_message_id( - self, id: str, message_id: str, files: list[dict] - ) -> list[dict]: - with get_db_context() as db: - chat = self.get_chat_by_id(id, db=db) + async def add_message_files_by_id_and_message_id(self, id: str, message_id: str, files: list[dict]) -> list[dict]: + async with get_async_db_context() as db: + chat = await self.get_chat_by_id(id, db=db) if chat is None: return None chat = chat.chat - history = chat.get("history", {}) + history = chat.get('history', {}) message_files = [] - if message_id in history.get("messages", {}): - message_files = history["messages"][message_id].get("files", []) + if message_id in history.get('messages', {}): + message_files = history['messages'][message_id].get('files', []) message_files = message_files + files - history["messages"][message_id]["files"] = message_files + history['messages'][message_id]['files'] = message_files - chat["history"] = history - self.update_chat_by_id(id, chat, db=db) + chat['history'] = history + await self.update_chat_by_id(id, chat, db=db) return message_files - def insert_shared_chat_by_chat_id( - self, chat_id: str, db: Optional[Session] = None - ) -> Optional[ChatModel]: - with get_db_context(db) as db: + async def insert_shared_chat_by_chat_id(self, chat_id: str, db: Optional[AsyncSession] = None) -> Optional[ChatModel]: + async with get_async_db_context(db) as db: # Get the existing chat to share - chat = db.get(Chat, chat_id) + chat = await db.get(Chat, chat_id) # Check if chat exists if not chat: return None # Check if the chat is already shared if chat.share_id: - return self.get_chat_by_id_and_user_id(chat.share_id, "shared", db=db) + return await self.get_chat_by_id_and_user_id(chat.share_id, 'shared', db=db) # Create a new chat with the same data, but with a new ID shared_chat = ChatModel( **{ - "id": str(uuid.uuid4()), - "user_id": f"shared-{chat_id}", - "title": chat.title, - "chat": chat.chat, - "meta": chat.meta, - "pinned": chat.pinned, - "folder_id": chat.folder_id, - "created_at": chat.created_at, - "updated_at": int(time.time()), + 'id': str(uuid.uuid4()), + 'user_id': f'shared-{chat_id}', + 'title': chat.title, + 'chat': chat.chat, + 'meta': chat.meta, + 'pinned': chat.pinned, + 'folder_id': chat.folder_id, + 'created_at': chat.created_at, + 'updated_at': int(time.time()), } ) shared_result = Chat(**shared_chat.model_dump()) db.add(shared_result) - db.commit() - db.refresh(shared_result) + await db.commit() + await db.refresh(shared_result) # Update the original chat with the share_id - result = ( - db.query(Chat) - .filter_by(id=chat_id) - .update({"share_id": shared_chat.id}) - ) - db.commit() - return shared_chat if (shared_result and result) else None + await db.execute(update(Chat).filter_by(id=chat_id).values(share_id=shared_chat.id)) + await db.commit() + return shared_chat if shared_result else None - def update_shared_chat_by_chat_id( - self, chat_id: str, db: Optional[Session] = None - ) -> Optional[ChatModel]: + async def update_shared_chat_by_chat_id(self, chat_id: str, db: Optional[AsyncSession] = None) -> Optional[ChatModel]: try: - with get_db_context(db) as db: - chat = db.get(Chat, chat_id) - shared_chat = ( - db.query(Chat).filter_by(user_id=f"shared-{chat_id}").first() - ) + async with get_async_db_context(db) as db: + chat = await db.get(Chat, chat_id) + result = await db.execute(select(Chat).filter_by(user_id=f'shared-{chat_id}')) + shared_chat = result.scalars().first() if shared_chat is None: - return self.insert_shared_chat_by_chat_id(chat_id, db=db) + return await self.insert_shared_chat_by_chat_id(chat_id, db=db) shared_chat.title = chat.title shared_chat.chat = chat.chat @@ -617,260 +601,241 @@ class ChatTable: shared_chat.pinned = chat.pinned shared_chat.folder_id = chat.folder_id shared_chat.updated_at = int(time.time()) - db.commit() - db.refresh(shared_chat) + await db.commit() + await db.refresh(shared_chat) return ChatModel.model_validate(shared_chat) except Exception: return None - def delete_shared_chat_by_chat_id( - self, chat_id: str, db: Optional[Session] = None - ) -> bool: + async def delete_shared_chat_by_chat_id(self, chat_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - # Use subquery to delete chat_messages for shared chats - shared_chat_id_subquery = ( - db.query(Chat.id) - .filter_by(user_id=f"shared-{chat_id}") - .scalar_subquery() - ) - db.query(ChatMessage).filter( - ChatMessage.chat_id.in_(shared_chat_id_subquery) - ).delete(synchronize_session=False) - db.query(Chat).filter_by(user_id=f"shared-{chat_id}").delete() - db.commit() + async with get_async_db_context(db) as db: + # Get shared chat IDs + result = await db.execute(select(Chat.id).filter_by(user_id=f'shared-{chat_id}')) + shared_ids = [row[0] for row in result.all()] + + if shared_ids: + await db.execute(delete(ChatMessage).filter(ChatMessage.chat_id.in_(shared_ids))) + await db.execute(delete(Chat).filter_by(user_id=f'shared-{chat_id}')) + await db.commit() return True except Exception: return False - def unarchive_all_chats_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> bool: + async def unarchive_all_chats_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - db.query(Chat).filter_by(user_id=user_id).update({"archived": False}) - db.commit() + async with get_async_db_context(db) as db: + await db.execute(update(Chat).filter_by(user_id=user_id).values(archived=False)) + await db.commit() return True except Exception: return False - def update_chat_share_id_by_id( - self, id: str, share_id: Optional[str], db: Optional[Session] = None + async def update_chat_share_id_by_id( + self, id: str, share_id: Optional[str], db: Optional[AsyncSession] = None ) -> Optional[ChatModel]: try: - with get_db_context(db) as db: - chat = db.get(Chat, id) + async with get_async_db_context(db) as db: + chat = await db.get(Chat, id) chat.share_id = share_id - db.commit() - db.refresh(chat) + await db.commit() + await db.refresh(chat) return ChatModel.model_validate(chat) except Exception: return None - def toggle_chat_pinned_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[ChatModel]: + async def toggle_chat_pinned_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ChatModel]: try: - with get_db_context(db) as db: - chat = db.get(Chat, id) + async with get_async_db_context(db) as db: + chat = await db.get(Chat, id) chat.pinned = not chat.pinned chat.updated_at = int(time.time()) - db.commit() - db.refresh(chat) + await db.commit() + await db.refresh(chat) return ChatModel.model_validate(chat) except Exception: return None - def toggle_chat_archive_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[ChatModel]: + async def toggle_chat_archive_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ChatModel]: try: - with get_db_context(db) as db: - chat = db.get(Chat, id) + async with get_async_db_context(db) as db: + chat = await db.get(Chat, id) chat.archived = not chat.archived chat.folder_id = None chat.updated_at = int(time.time()) - db.commit() - db.refresh(chat) + await db.commit() + await db.refresh(chat) return ChatModel.model_validate(chat) except Exception: return None - def archive_all_chats_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> bool: + async def archive_all_chats_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - db.query(Chat).filter_by(user_id=user_id).update({"archived": True}) - db.commit() + async with get_async_db_context(db) as db: + await db.execute(update(Chat).filter_by(user_id=user_id).values(archived=True)) + await db.commit() return True except Exception: return False - def get_archived_chat_list_by_user_id( + async def get_archived_chat_list_by_user_id( self, user_id: str, filter: Optional[dict] = None, skip: int = 0, limit: int = 50, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[ChatTitleIdResponse]: - - with get_db_context(db) as db: - query = db.query(Chat).filter_by(user_id=user_id, archived=True) + async with get_async_db_context(db) as db: + stmt = select(Chat.id, Chat.title, Chat.updated_at, Chat.created_at).filter_by(user_id=user_id, archived=True) if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: - query = query.filter(Chat.title.ilike(f"%{query_key}%")) + stmt = stmt.filter(Chat.title.ilike(f'%{query_key}%')) - order_by = filter.get("order_by") - direction = filter.get("direction") + order_by = filter.get('order_by') + direction = filter.get('direction') if order_by and direction: if not getattr(Chat, order_by, None): - raise ValueError("Invalid order_by field") + raise ValueError('Invalid order_by field') - if direction.lower() == "asc": - query = query.order_by(getattr(Chat, order_by).asc(), Chat.id) - elif direction.lower() == "desc": - query = query.order_by(getattr(Chat, order_by).desc(), Chat.id) + if direction.lower() == 'asc': + stmt = stmt.order_by(getattr(Chat, order_by).asc(), Chat.id) + elif direction.lower() == 'desc': + stmt = stmt.order_by(getattr(Chat, order_by).desc(), Chat.id) else: - raise ValueError("Invalid direction for ordering") + raise ValueError('Invalid direction for ordering') else: - query = query.order_by(Chat.updated_at.desc(), Chat.id) - - query = query.with_entities( - Chat.id, Chat.title, Chat.updated_at, Chat.created_at - ) + stmt = stmt.order_by(Chat.updated_at.desc(), Chat.id) if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - all_chats = query.all() + result = await db.execute(stmt) + all_chats = result.all() return [ ChatTitleIdResponse.model_validate( { - "id": chat[0], - "title": chat[1], - "updated_at": chat[2], - "created_at": chat[3], + 'id': chat[0], + 'title': chat[1], + 'updated_at': chat[2], + 'created_at': chat[3], } ) for chat in all_chats ] - def get_shared_chat_list_by_user_id( + async def get_shared_chat_list_by_user_id( self, user_id: str, filter: Optional[dict] = None, skip: int = 0, limit: int = 50, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[SharedChatResponse]: - - with get_db_context(db) as db: - query = ( - db.query(Chat) - .filter_by(user_id=user_id) - .filter(Chat.share_id.isnot(None)) - ) + async with get_async_db_context(db) as db: + stmt = select(Chat.id, Chat.title, Chat.share_id, Chat.updated_at, Chat.created_at).filter_by(user_id=user_id).filter(Chat.share_id.isnot(None)) if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: - query = query.filter(Chat.title.ilike(f"%{query_key}%")) + stmt = stmt.filter(Chat.title.ilike(f'%{query_key}%')) - order_by = filter.get("order_by") - direction = filter.get("direction") + order_by = filter.get('order_by') + direction = filter.get('direction') if order_by and direction: if not getattr(Chat, order_by, None): - raise ValueError("Invalid order_by field") + raise ValueError('Invalid order_by field') - if direction.lower() == "asc": - query = query.order_by(getattr(Chat, order_by).asc(), Chat.id) - elif direction.lower() == "desc": - query = query.order_by(getattr(Chat, order_by).desc(), Chat.id) + if direction.lower() == 'asc': + stmt = stmt.order_by(getattr(Chat, order_by).asc(), Chat.id) + elif direction.lower() == 'desc': + stmt = stmt.order_by(getattr(Chat, order_by).desc(), Chat.id) else: - raise ValueError("Invalid direction for ordering") + raise ValueError('Invalid direction for ordering') else: - query = query.order_by(Chat.updated_at.desc(), Chat.id) - - # Select only the columns needed for SharedChatResponse - # to avoid loading the heavy chat JSON blob - query = query.with_entities( - Chat.id, - Chat.title, - Chat.share_id, - Chat.updated_at, - Chat.created_at, - ) + stmt = stmt.order_by(Chat.updated_at.desc(), Chat.id) if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - all_chats = query.all() + result = await db.execute(stmt) + all_chats = result.all() return [ SharedChatResponse.model_validate( { - "id": chat[0], - "title": chat[1], - "share_id": chat[2], - "updated_at": chat[3], - "created_at": chat[4], + 'id': chat[0], + 'title': chat[1], + 'share_id': chat[2], + 'updated_at': chat[3], + 'created_at': chat[4], } ) for chat in all_chats ] - def get_chat_list_by_user_id( + async def get_chat_list_by_user_id( self, user_id: str, include_archived: bool = False, filter: Optional[dict] = None, skip: int = 0, limit: int = 50, - db: Optional[Session] = None, - ) -> list[ChatModel]: - with get_db_context(db) as db: - query = db.query(Chat).filter_by(user_id=user_id) + db: Optional[AsyncSession] = None, + ) -> list[ChatTitleIdResponse]: + async with get_async_db_context(db) as db: + stmt = select(Chat.id, Chat.title, Chat.updated_at, Chat.created_at, Chat.last_read_at).filter_by(user_id=user_id) if not include_archived: - query = query.filter_by(archived=False) + stmt = stmt.filter_by(archived=False) if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: - query = query.filter(Chat.title.ilike(f"%{query_key}%")) + stmt = stmt.filter(Chat.title.ilike(f'%{query_key}%')) - order_by = filter.get("order_by") - direction = filter.get("direction") + order_by = filter.get('order_by') + direction = filter.get('direction') if order_by and direction and getattr(Chat, order_by): - if direction.lower() == "asc": - query = query.order_by(getattr(Chat, order_by).asc(), Chat.id) - elif direction.lower() == "desc": - query = query.order_by(getattr(Chat, order_by).desc(), Chat.id) + if direction.lower() == 'asc': + stmt = stmt.order_by(getattr(Chat, order_by).asc(), Chat.id) + elif direction.lower() == 'desc': + stmt = stmt.order_by(getattr(Chat, order_by).desc(), Chat.id) else: - raise ValueError("Invalid direction for ordering") + raise ValueError('Invalid direction for ordering') else: - query = query.order_by(Chat.updated_at.desc(), Chat.id) + stmt = stmt.order_by(Chat.updated_at.desc(), Chat.id) if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - all_chats = query.all() - return [ChatModel.model_validate(chat) for chat in all_chats] + result = await db.execute(stmt) + all_chats = result.all() + return [ + ChatTitleIdResponse.model_validate( + { + 'id': chat[0], + 'title': chat[1], + 'updated_at': chat[2], + 'created_at': chat[3], + 'last_read_at': chat[4], + } + ) + for chat in all_chats + ] - def get_chat_title_id_list_by_user_id( + async def get_chat_title_id_list_by_user_id( self, user_id: str, include_archived: bool = False, @@ -878,237 +843,216 @@ class ChatTable: include_pinned: bool = False, skip: Optional[int] = None, limit: Optional[int] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[ChatTitleIdResponse]: - with get_db_context(db) as db: - query = db.query(Chat).filter_by(user_id=user_id) + async with get_async_db_context(db) as db: + stmt = select(Chat.id, Chat.title, Chat.updated_at, Chat.created_at, Chat.last_read_at).filter_by(user_id=user_id) if not include_folders: - query = query.filter_by(folder_id=None) + stmt = stmt.filter_by(folder_id=None) if not include_pinned: - query = query.filter(or_(Chat.pinned == False, Chat.pinned == None)) + stmt = stmt.filter(or_(Chat.pinned == False, Chat.pinned == None)) if not include_archived: - query = query.filter_by(archived=False) + stmt = stmt.filter_by(archived=False) - query = query.order_by(Chat.updated_at.desc(), Chat.id).with_entities( - Chat.id, Chat.title, Chat.updated_at, Chat.created_at - ) + stmt = stmt.order_by(Chat.updated_at.desc(), Chat.id) if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - all_chats = query.all() + result = await db.execute(stmt) + all_chats = result.all() - # result has to be destructured from sqlalchemy `row` and mapped to a dict since the `ChatModel`is not the returned dataclass. return [ ChatTitleIdResponse.model_validate( { - "id": chat[0], - "title": chat[1], - "updated_at": chat[2], - "created_at": chat[3], + 'id': chat[0], + 'title': chat[1], + 'updated_at': chat[2], + 'created_at': chat[3], + 'last_read_at': chat[4], } ) for chat in all_chats ] - def get_chat_list_by_chat_ids( + async def get_chat_list_by_chat_ids( self, chat_ids: list[str], skip: int = 0, limit: int = 50, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[ChatModel]: - with get_db_context(db) as db: - all_chats = ( - db.query(Chat) + async with get_async_db_context(db) as db: + result = await db.execute( + select(Chat) .filter(Chat.id.in_(chat_ids)) .filter_by(archived=False) .order_by(Chat.updated_at.desc()) - .all() ) + all_chats = result.scalars().all() return [ChatModel.model_validate(chat) for chat in all_chats] - def get_chat_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[ChatModel]: + async def get_chat_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ChatModel]: try: - with get_db_context(db) as db: - chat_item = db.get(Chat, id) + async with get_async_db_context(db) as db: + chat_item = await db.get(Chat, id) if chat_item is None: return None if self._sanitize_chat_row(chat_item): - db.commit() - db.refresh(chat_item) + await db.commit() + await db.refresh(chat_item) return ChatModel.model_validate(chat_item) except Exception: return None - def get_chat_by_share_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[ChatModel]: + async def get_chat_by_share_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ChatModel]: try: - with get_db_context(db) as db: - # it is possible that the shared link was deleted. hence, - # we check if the chat is still shared by checking if a chat with the share_id exists - chat = db.query(Chat).filter_by(share_id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Chat).filter_by(share_id=id)) + chat = result.scalars().first() if chat: - return self.get_chat_by_id(id, db=db) + return await self.get_chat_by_id(id, db=db) else: return None except Exception: return None - def get_chat_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> Optional[ChatModel]: + async def get_chat_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> Optional[ChatModel]: try: - with get_db_context(db) as db: - chat = db.query(Chat).filter_by(id=id, user_id=user_id).first() - return ChatModel.model_validate(chat) + async with get_async_db_context(db) as db: + result = await db.execute(select(Chat).filter_by(id=id, user_id=user_id)) + chat = result.scalars().first() + return ChatModel.model_validate(chat) if chat else None except Exception: return None - def is_chat_owner( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> bool: + async def is_chat_owner(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: """ Lightweight ownership check — uses EXISTS subquery instead of loading the full Chat row (which includes the potentially large JSON blob). """ try: - with get_db_context(db) as db: - return db.query( - exists().where(and_(Chat.id == id, Chat.user_id == user_id)) - ).scalar() + async with get_async_db_context(db) as db: + result = await db.execute( + select(exists().where(and_(Chat.id == id, Chat.user_id == user_id))) + ) + return result.scalar() except Exception: return False - def get_chat_folder_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> Optional[str]: + async def get_chat_folder_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> Optional[str]: """ Fetch only the folder_id column for a chat, without loading the full JSON blob. Returns None if chat doesn't exist or doesn't belong to user. """ try: - with get_db_context(db) as db: - result = ( - db.query(Chat.folder_id).filter_by(id=id, user_id=user_id).first() - ) - return result[0] if result else None + async with get_async_db_context(db) as db: + result = await db.execute(select(Chat.folder_id).filter_by(id=id, user_id=user_id)) + row = result.first() + return row[0] if row else None except Exception: return None - def get_chats( - self, skip: int = 0, limit: int = 50, db: Optional[Session] = None - ) -> list[ChatModel]: - with get_db_context(db) as db: - all_chats = ( - db.query(Chat) - # .limit(limit).offset(skip) - .order_by(Chat.updated_at.desc()) - ) + async def get_chats(self, skip: int = 0, limit: int = 50, db: Optional[AsyncSession] = None) -> list[ChatModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Chat).order_by(Chat.updated_at.desc())) + all_chats = result.scalars().all() return [ChatModel.model_validate(chat) for chat in all_chats] - def get_chats_by_user_id( + async def get_chats_by_user_id( self, user_id: str, filter: Optional[dict] = None, skip: Optional[int] = None, limit: Optional[int] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> ChatListResponse: - with get_db_context(db) as db: - query = db.query(Chat).filter_by(user_id=user_id) + async with get_async_db_context(db) as db: + stmt = select(Chat).filter_by(user_id=user_id) if filter: - if filter.get("updated_at"): - query = query.filter(Chat.updated_at > filter.get("updated_at")) + if filter.get('updated_at'): + stmt = stmt.filter(Chat.updated_at > filter.get('updated_at')) - order_by = filter.get("order_by") - direction = filter.get("direction") + order_by = filter.get('order_by') + direction = filter.get('direction') if order_by and direction: if hasattr(Chat, order_by): - if direction.lower() == "asc": - query = query.order_by( - getattr(Chat, order_by).asc(), Chat.id - ) - elif direction.lower() == "desc": - query = query.order_by( - getattr(Chat, order_by).desc(), Chat.id - ) + if direction.lower() == 'asc': + stmt = stmt.order_by(getattr(Chat, order_by).asc(), Chat.id) + elif direction.lower() == 'desc': + stmt = stmt.order_by(getattr(Chat, order_by).desc(), Chat.id) else: - query = query.order_by(Chat.updated_at.desc(), Chat.id) + stmt = stmt.order_by(Chat.updated_at.desc(), Chat.id) else: - query = query.order_by(Chat.updated_at.desc(), Chat.id) + stmt = stmt.order_by(Chat.updated_at.desc(), Chat.id) - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() if skip is not None: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit is not None: - query = query.limit(limit) + stmt = stmt.limit(limit) - all_chats = query.all() + result = await db.execute(stmt) + all_chats = result.scalars().all() return ChatListResponse( **{ - "items": [ChatModel.model_validate(chat) for chat in all_chats], - "total": total, + 'items': [ChatModel.model_validate(chat) for chat in all_chats], + 'total': total, } ) - def get_pinned_chats_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> list[ChatTitleIdResponse]: - with get_db_context(db) as db: - all_chats = ( - db.query(Chat) + async def get_pinned_chats_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> list[ChatTitleIdResponse]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Chat.id, Chat.title, Chat.updated_at, Chat.created_at, Chat.last_read_at) .filter_by(user_id=user_id, pinned=True, archived=False) .order_by(Chat.updated_at.desc()) - .with_entities(Chat.id, Chat.title, Chat.updated_at, Chat.created_at) ) + all_chats = result.all() return [ ChatTitleIdResponse.model_validate( { - "id": chat[0], - "title": chat[1], - "updated_at": chat[2], - "created_at": chat[3], + 'id': chat[0], + 'title': chat[1], + 'updated_at': chat[2], + 'created_at': chat[3], + 'last_read_at': chat[4], } ) for chat in all_chats ] - def get_archived_chats_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> list[ChatModel]: - with get_db_context(db) as db: - all_chats = ( - db.query(Chat) - .filter_by(user_id=user_id, archived=True) - .order_by(Chat.updated_at.desc()) + async def get_archived_chats_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> list[ChatModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Chat).filter_by(user_id=user_id, archived=True).order_by(Chat.updated_at.desc()) ) - return [ChatModel.model_validate(chat) for chat in all_chats] + return [ChatModel.model_validate(chat) for chat in result.scalars().all()] - def get_chats_by_user_id_and_search_text( + async def get_chats_by_user_id_and_search_text( self, user_id: str, search_text: str, include_archived: bool = False, skip: int = 0, limit: int = 60, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[ChatModel]: """ Filters chats based on a search query using Python, allowing pagination using skip and limit. @@ -1116,112 +1060,107 @@ class ChatTable: search_text = sanitize_text_for_db(search_text).lower().strip() if not search_text: - return self.get_chat_list_by_user_id( - user_id, include_archived, filter={}, skip=skip, limit=limit, db=db - ) + return await self.get_chat_list_by_user_id(user_id, include_archived, filter={}, skip=skip, limit=limit, db=db) - search_text_words = search_text.split(" ") + search_text_words = search_text.split(' ') - # search_text might contain 'tag:tag_name' format so we need to extract the tag_name, split the search_text and remove the tags + # search_text might contain 'tag:tag_name' format so we need to extract the tag_name tag_ids = [ - word.replace("tag:", "").replace(" ", "_").lower() - for word in search_text_words - if word.startswith("tag:") + word.replace('tag:', '').replace(' ', '_').lower() for word in search_text_words if word.startswith('tag:') ] - # Extract folder names - handle spaces and case insensitivity - folders = Folders.search_folders_by_names( + # Extract folder names + folders = await Folders.search_folders_by_names( user_id, - [ - word.replace("folder:", "") - for word in search_text_words - if word.startswith("folder:") - ], + [word.replace('folder:', '') for word in search_text_words if word.startswith('folder:')], ) folder_ids = [folder.id for folder in folders] is_pinned = None - if "pinned:true" in search_text_words: + if 'pinned:true' in search_text_words: is_pinned = True - elif "pinned:false" in search_text_words: + elif 'pinned:false' in search_text_words: is_pinned = False is_archived = None - if "archived:true" in search_text_words: + if 'archived:true' in search_text_words: is_archived = True - elif "archived:false" in search_text_words: + elif 'archived:false' in search_text_words: is_archived = False is_shared = None - if "shared:true" in search_text_words: + if 'shared:true' in search_text_words: is_shared = True - elif "shared:false" in search_text_words: + elif 'shared:false' in search_text_words: is_shared = False search_text_words = [ word for word in search_text_words if ( - not word.startswith("tag:") - and not word.startswith("folder:") - and not word.startswith("pinned:") - and not word.startswith("archived:") - and not word.startswith("shared:") + not word.startswith('tag:') + and not word.startswith('folder:') + and not word.startswith('pinned:') + and not word.startswith('archived:') + and not word.startswith('shared:') ) ] - search_text = " ".join(search_text_words) + search_text = ' '.join(search_text_words) - with get_db_context(db) as db: - query = db.query(Chat).filter(Chat.user_id == user_id) + async with get_async_db_context(db) as db: + stmt = select(Chat).filter(Chat.user_id == user_id) if is_archived is not None: - query = query.filter(Chat.archived == is_archived) + stmt = stmt.filter(Chat.archived == is_archived) elif not include_archived: - query = query.filter(Chat.archived == False) + stmt = stmt.filter(Chat.archived == False) if is_pinned is not None: - query = query.filter(Chat.pinned == is_pinned) + stmt = stmt.filter(Chat.pinned == is_pinned) if is_shared is not None: if is_shared: - query = query.filter(Chat.share_id.isnot(None)) + stmt = stmt.filter(Chat.share_id.isnot(None)) else: - query = query.filter(Chat.share_id.is_(None)) + stmt = stmt.filter(Chat.share_id.is_(None)) if folder_ids: - query = query.filter(Chat.folder_id.in_(folder_ids)) + stmt = stmt.filter(Chat.folder_id.in_(folder_ids)) - query = query.order_by(Chat.updated_at.desc(), Chat.id) + stmt = stmt.order_by(Chat.updated_at.desc(), Chat.id) # Check if the database dialect is either 'sqlite' or 'postgresql' - dialect_name = db.bind.dialect.name - if dialect_name == "sqlite": + bind = await db.connection() + dialect_name = bind.dialect.name + if dialect_name == 'sqlite': # SQLite case: using JSON1 extension for JSON searching sqlite_content_sql = ( - "EXISTS (" - " SELECT 1 " + 'EXISTS (' + ' SELECT 1 ' " FROM json_each(Chat.chat, '$.messages') AS message " " WHERE LOWER(message.value->>'content') LIKE '%' || :content_key || '%'" - ")" + ')' ) sqlite_content_clause = text(sqlite_content_sql) - query = query.filter( - or_( - Chat.title.ilike(bindparam("title_key")), sqlite_content_clause - ).params(title_key=f"%{search_text}%", content_key=search_text) + stmt = stmt.filter( + or_(Chat.title.ilike(bindparam('title_key')), sqlite_content_clause).params( + title_key=f'%{search_text}%', content_key=search_text + ) ) - # Check if there are any tags to filter, it should have all the tags - if "none" in tag_ids: - query = query.filter(text(""" + # Check if there are any tags to filter + if 'none' in tag_ids: + stmt = stmt.filter( + text(""" NOT EXISTS ( SELECT 1 FROM json_each(Chat.meta, '$.tags') AS tag ) - """)) + """) + ) elif tag_ids: - query = query.filter( + stmt = stmt.filter( and_( *[ text(f""" @@ -1230,21 +1169,18 @@ class ChatTable: FROM json_each(Chat.meta, '$.tags') AS tag WHERE tag.value = :tag_id_{tag_idx} ) - """).params(**{f"tag_id_{tag_idx}": tag_id}) + """).params(**{f'tag_id_{tag_idx}': tag_id}) for tag_idx, tag_id in enumerate(tag_ids) ] ) ) - elif dialect_name == "postgresql": - # PostgreSQL doesn't allow null bytes in text. We filter those out by checking - # the JSON representation for \u0000 before attempting text extraction - + elif dialect_name == 'postgresql': # Safety filter: JSON field must not contain \u0000 - query = query.filter(text("Chat.chat::text NOT LIKE '%\\\\u0000%'")) + stmt = stmt.filter(text("Chat.chat::text NOT LIKE '%\\\\u0000%'")) # Safety filter: title must not contain actual null bytes - query = query.filter(text("Chat.title::text NOT LIKE '%\\x00%'")) + stmt = stmt.filter(text("Chat.title::text NOT LIKE '%\\x00%'")) postgres_content_sql = """ EXISTS ( @@ -1257,23 +1193,24 @@ class ChatTable: postgres_content_clause = text(postgres_content_sql) - query = query.filter( + stmt = stmt.filter( or_( - Chat.title.ilike(bindparam("title_key")), + Chat.title.ilike(bindparam('title_key')), postgres_content_clause, ) - ).params(title_key=f"%{search_text}%", content_key=search_text.lower()) + ).params(title_key=f'%{search_text}%', content_key=search_text.lower()) - # Check if there are any tags to filter, it should have all the tags - if "none" in tag_ids: - query = query.filter(text(""" + if 'none' in tag_ids: + stmt = stmt.filter( + text(""" NOT EXISTS ( SELECT 1 FROM json_array_elements_text(Chat.meta->'tags') AS tag ) - """)) + """) + ) elif tag_ids: - query = query.filter( + stmt = stmt.filter( and_( *[ text(f""" @@ -1282,172 +1219,192 @@ class ChatTable: FROM json_array_elements_text(Chat.meta->'tags') AS tag WHERE tag = :tag_id_{tag_idx} ) - """).params(**{f"tag_id_{tag_idx}": tag_id}) + """).params(**{f'tag_id_{tag_idx}': tag_id}) for tag_idx, tag_id in enumerate(tag_ids) ] ) ) else: - raise NotImplementedError( - f"Unsupported dialect: {db.bind.dialect.name}" - ) + raise NotImplementedError(f'Unsupported dialect: {dialect_name}') # Perform pagination at the SQL level - all_chats = query.offset(skip).limit(limit).all() + stmt = stmt.offset(skip).limit(limit) + result = await db.execute(stmt) + all_chats = result.scalars().all() - log.info(f"The number of chats: {len(all_chats)}") + log.info(f'The number of chats: {len(all_chats)}') # Validate and return chats return [ChatModel.model_validate(chat) for chat in all_chats] - def get_chats_by_folder_id_and_user_id( + async def get_chats_by_folder_id_and_user_id( self, folder_id: str, user_id: str, skip: int = 0, limit: int = 60, - db: Optional[Session] = None, - ) -> list[ChatModel]: - with get_db_context(db) as db: - query = db.query(Chat).filter_by(folder_id=folder_id, user_id=user_id) - query = query.filter(or_(Chat.pinned == False, Chat.pinned == None)) - query = query.filter_by(archived=False) - - query = query.order_by(Chat.updated_at.desc(), Chat.id) + db: Optional[AsyncSession] = None, + ) -> list[ChatTitleIdResponse]: + async with get_async_db_context(db) as db: + stmt = ( + select(Chat.id, Chat.title, Chat.updated_at, Chat.created_at, Chat.last_read_at) + .filter_by(folder_id=folder_id, user_id=user_id) + .filter(or_(Chat.pinned == False, Chat.pinned == None)) + .filter_by(archived=False) + .order_by(Chat.updated_at.desc(), Chat.id) + ) if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - all_chats = query.all() - return [ChatModel.model_validate(chat) for chat in all_chats] + result = await db.execute(stmt) + all_chats = result.all() + return [ + ChatTitleIdResponse.model_validate( + { + 'id': chat[0], + 'title': chat[1], + 'updated_at': chat[2], + 'created_at': chat[3], + 'last_read_at': chat[4], + } + ) + for chat in all_chats + ] - def get_chats_by_folder_ids_and_user_id( - self, folder_ids: list[str], user_id: str, db: Optional[Session] = None + async def get_chats_by_folder_ids_and_user_id( + self, folder_ids: list[str], user_id: str, db: Optional[AsyncSession] = None ) -> list[ChatModel]: - with get_db_context(db) as db: - query = db.query(Chat).filter( - Chat.folder_id.in_(folder_ids), Chat.user_id == user_id + async with get_async_db_context(db) as db: + stmt = ( + select(Chat) + .filter(Chat.folder_id.in_(folder_ids), Chat.user_id == user_id) + .filter(or_(Chat.pinned == False, Chat.pinned == None)) + .filter_by(archived=False) + .order_by(Chat.updated_at.desc()) ) - query = query.filter(or_(Chat.pinned == False, Chat.pinned == None)) - query = query.filter_by(archived=False) - query = query.order_by(Chat.updated_at.desc()) - - all_chats = query.all() + result = await db.execute(stmt) + all_chats = result.scalars().all() return [ChatModel.model_validate(chat) for chat in all_chats] - def update_chat_folder_id_by_id_and_user_id( - self, id: str, user_id: str, folder_id: str, db: Optional[Session] = None + async def update_chat_folder_id_by_id_and_user_id( + self, id: str, user_id: str, folder_id: str, db: Optional[AsyncSession] = None ) -> Optional[ChatModel]: try: - with get_db_context(db) as db: - chat = db.get(Chat, id) + async with get_async_db_context(db) as db: + chat = await db.get(Chat, id) chat.folder_id = folder_id chat.updated_at = int(time.time()) chat.pinned = False - db.commit() - db.refresh(chat) + await db.commit() + await db.refresh(chat) return ChatModel.model_validate(chat) except Exception: return None - def get_chat_tags_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> list[TagModel]: - with get_db_context(db) as db: - chat = db.get(Chat, id) - tag_ids = chat.meta.get("tags", []) - return Tags.get_tags_by_ids_and_user_id(tag_ids, user_id, db=db) + async def get_chat_tags_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> list[TagModel]: + async with get_async_db_context(db) as db: + chat = await db.get(Chat, id) + tag_ids = chat.meta.get('tags', []) + return await Tags.get_tags_by_ids_and_user_id(tag_ids, user_id, db=db) - def get_chat_list_by_user_id_and_tag_name( + async def get_chat_list_by_user_id_and_tag_name( self, user_id: str, tag_name: str, skip: int = 0, limit: int = 50, - db: Optional[Session] = None, - ) -> list[ChatModel]: - with get_db_context(db) as db: - query = db.query(Chat).filter_by(user_id=user_id) - tag_id = tag_name.replace(" ", "_").lower() + db: Optional[AsyncSession] = None, + ) -> list[ChatTitleIdResponse]: + async with get_async_db_context(db) as db: + stmt = select(Chat.id, Chat.title, Chat.updated_at, Chat.created_at, Chat.last_read_at).filter_by(user_id=user_id) + tag_id = tag_name.replace(' ', '_').lower() - log.info(f"DB dialect name: {db.bind.dialect.name}") - if db.bind.dialect.name == "sqlite": - # SQLite JSON1 querying for tags within the meta JSON field - query = query.filter( - text( - f"EXISTS (SELECT 1 FROM json_each(Chat.meta, '$.tags') WHERE json_each.value = :tag_id)" - ) + bind = await db.connection() + dialect_name = bind.dialect.name + log.info(f'DB dialect name: {dialect_name}') + if dialect_name == 'sqlite': + stmt = stmt.filter( + text(f"EXISTS (SELECT 1 FROM json_each(Chat.meta, '$.tags') WHERE json_each.value = :tag_id)") ).params(tag_id=tag_id) - elif db.bind.dialect.name == "postgresql": - # PostgreSQL JSON query for tags within the meta JSON field (for `json` type) - query = query.filter( - text( - "EXISTS (SELECT 1 FROM json_array_elements_text(Chat.meta->'tags') elem WHERE elem = :tag_id)" - ) + elif dialect_name == 'postgresql': + stmt = stmt.filter( + text("EXISTS (SELECT 1 FROM json_array_elements_text(Chat.meta->'tags') elem WHERE elem = :tag_id)") ).params(tag_id=tag_id) else: - raise NotImplementedError( - f"Unsupported dialect: {db.bind.dialect.name}" + raise NotImplementedError(f'Unsupported dialect: {dialect_name}') + + stmt = stmt.order_by(Chat.updated_at.desc(), Chat.id) + + if skip: + stmt = stmt.offset(skip) + if limit: + stmt = stmt.limit(limit) + + result = await db.execute(stmt) + all_chats = result.all() + return [ + ChatTitleIdResponse.model_validate( + { + 'id': chat[0], + 'title': chat[1], + 'updated_at': chat[2], + 'created_at': chat[3], + 'last_read_at': chat[4], + } ) + for chat in all_chats + ] - all_chats = query.all() - log.debug(f"all_chats: {all_chats}") - return [ChatModel.model_validate(chat) for chat in all_chats] - - def add_chat_tag_by_id_and_user_id_and_tag_name( - self, id: str, user_id: str, tag_name: str, db: Optional[Session] = None + async def add_chat_tag_by_id_and_user_id_and_tag_name( + self, id: str, user_id: str, tag_name: str, db: Optional[AsyncSession] = None ) -> Optional[ChatModel]: - tag_id = tag_name.replace(" ", "_").lower() - Tags.ensure_tags_exist([tag_name], user_id, db=db) + tag_id = tag_name.replace(' ', '_').lower() + await Tags.ensure_tags_exist([tag_name], user_id, db=db) try: - with get_db_context(db) as db: - chat = db.get(Chat, id) - if tag_id not in chat.meta.get("tags", []): + async with get_async_db_context(db) as db: + chat = await db.get(Chat, id) + if tag_id not in chat.meta.get('tags', []): chat.meta = { **chat.meta, - "tags": list(set(chat.meta.get("tags", []) + [tag_id])), + 'tags': list(set(chat.meta.get('tags', []) + [tag_id])), } - db.commit() - db.refresh(chat) + await db.commit() + await db.refresh(chat) return ChatModel.model_validate(chat) except Exception: return None - def count_chats_by_tag_name_and_user_id( - self, tag_name: str, user_id: str, db: Optional[Session] = None - ) -> int: - with get_db_context(db) as db: - query = db.query(Chat).filter_by(user_id=user_id, archived=False) - tag_id = tag_name.replace(" ", "_").lower() + async def count_chats_by_tag_name_and_user_id(self, tag_name: str, user_id: str, db: Optional[AsyncSession] = None) -> int: + async with get_async_db_context(db) as db: + stmt = select(func.count(Chat.id)).filter_by(user_id=user_id, archived=False) + tag_id = tag_name.replace(' ', '_').lower() - if db.bind.dialect.name == "sqlite": - query = query.filter( - text( - "EXISTS (SELECT 1 FROM json_each(Chat.meta, '$.tags') WHERE json_each.value = :tag_id)" - ) + bind = await db.connection() + dialect_name = bind.dialect.name + if dialect_name == 'sqlite': + stmt = stmt.filter( + text("EXISTS (SELECT 1 FROM json_each(Chat.meta, '$.tags') WHERE json_each.value = :tag_id)") ).params(tag_id=tag_id) - elif db.bind.dialect.name == "postgresql": - query = query.filter( - text( - "EXISTS (SELECT 1 FROM json_array_elements_text(Chat.meta->'tags') elem WHERE elem = :tag_id)" - ) + elif dialect_name == 'postgresql': + stmt = stmt.filter( + text("EXISTS (SELECT 1 FROM json_array_elements_text(Chat.meta->'tags') elem WHERE elem = :tag_id)") ).params(tag_id=tag_id) else: - raise NotImplementedError( - f"Unsupported dialect: {db.bind.dialect.name}" - ) + raise NotImplementedError(f'Unsupported dialect: {dialect_name}') - return query.count() + result = await db.execute(stmt) + return result.scalar() - def delete_orphan_tags_for_user( + async def delete_orphan_tags_for_user( self, tag_ids: list[str], user_id: str, threshold: int = 0, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> None: """Delete tag rows from *tag_ids* that appear in at most *threshold* non-archived chats for *user_id*. One query to find orphans, one to @@ -1459,199 +1416,180 @@ class ChatTable: """ if not tag_ids: return - with get_db_context(db) as db: + async with get_async_db_context(db) as db: orphans = [] for tag_id in tag_ids: - count = self.count_chats_by_tag_name_and_user_id(tag_id, user_id, db=db) + count = await self.count_chats_by_tag_name_and_user_id(tag_id, user_id, db=db) if count <= threshold: orphans.append(tag_id) - Tags.delete_tags_by_ids_and_user_id(orphans, user_id, db=db) + await Tags.delete_tags_by_ids_and_user_id(orphans, user_id, db=db) - def count_chats_by_folder_id_and_user_id( - self, folder_id: str, user_id: str, db: Optional[Session] = None - ) -> int: - with get_db_context(db) as db: - query = db.query(Chat).filter_by(user_id=user_id) - - query = query.filter_by(folder_id=folder_id) - count = query.count() + async def count_chats_by_folder_id_and_user_id(self, folder_id: str, user_id: str, db: Optional[AsyncSession] = None) -> int: + async with get_async_db_context(db) as db: + result = await db.execute( + select(func.count(Chat.id)).filter_by(user_id=user_id, folder_id=folder_id) + ) + count = result.scalar() log.info(f"Count of chats for folder '{folder_id}': {count}") return count - def delete_tag_by_id_and_user_id_and_tag_name( - self, id: str, user_id: str, tag_name: str, db: Optional[Session] = None + async def delete_tag_by_id_and_user_id_and_tag_name( + self, id: str, user_id: str, tag_name: str, db: Optional[AsyncSession] = None ) -> bool: try: - with get_db_context(db) as db: - chat = db.get(Chat, id) - tags = chat.meta.get("tags", []) - tag_id = tag_name.replace(" ", "_").lower() + async with get_async_db_context(db) as db: + chat = await db.get(Chat, id) + tags = chat.meta.get('tags', []) + tag_id = tag_name.replace(' ', '_').lower() tags = [tag for tag in tags if tag != tag_id] chat.meta = { **chat.meta, - "tags": list(set(tags)), + 'tags': list(set(tags)), } - db.commit() + await db.commit() return True except Exception: return False - def delete_all_tags_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> bool: + async def delete_all_tags_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - chat = db.get(Chat, id) + async with get_async_db_context(db) as db: + chat = await db.get(Chat, id) chat.meta = { **chat.meta, - "tags": [], + 'tags': [], } - db.commit() + await db.commit() return True except Exception: return False - def delete_chat_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def delete_chat_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - db.query(ChatMessage).filter_by(chat_id=id).delete() - db.query(Chat).filter_by(id=id).delete() - db.commit() - - return True and self.delete_shared_chat_by_chat_id(id, db=db) - except Exception: - return False - - def delete_chat_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> bool: - try: - with get_db_context(db) as db: - db.query(ChatMessage).filter_by(chat_id=id).delete() - db.query(Chat).filter_by(id=id, user_id=user_id).delete() - db.commit() - - return True and self.delete_shared_chat_by_chat_id(id, db=db) - except Exception: - return False - - def delete_chats_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> bool: - try: - with get_db_context(db) as db: - self.delete_shared_chats_by_user_id(user_id, db=db) - - chat_id_subquery = ( - db.query(Chat.id).filter_by(user_id=user_id).subquery() + async with get_async_db_context(db) as db: + await db.execute( + update(AutomationRun).filter_by(chat_id=id).values(chat_id=None) ) - db.query(ChatMessage).filter( - ChatMessage.chat_id.in_(chat_id_subquery) - ).delete(synchronize_session=False) - db.query(Chat).filter_by(user_id=user_id).delete() - db.commit() + await db.execute(delete(ChatMessage).filter_by(chat_id=id)) + await db.execute(delete(Chat).filter_by(id=id)) + await db.commit() - return True + return True and await self.delete_shared_chat_by_chat_id(id, db=db) except Exception: return False - def delete_chats_by_user_id_and_folder_id( - self, user_id: str, folder_id: str, db: Optional[Session] = None - ) -> bool: + async def delete_chat_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - chat_id_subquery = ( - db.query(Chat.id) - .filter_by(user_id=user_id, folder_id=folder_id) - .subquery() + async with get_async_db_context(db) as db: + await db.execute( + update(AutomationRun).filter_by(chat_id=id).values(chat_id=None) ) - db.query(ChatMessage).filter( - ChatMessage.chat_id.in_(chat_id_subquery) - ).delete(synchronize_session=False) - db.query(Chat).filter_by(user_id=user_id, folder_id=folder_id).delete() - db.commit() + await db.execute(delete(ChatMessage).filter_by(chat_id=id)) + await db.execute(delete(Chat).filter_by(id=id, user_id=user_id)) + await db.commit() + + return True and await self.delete_shared_chat_by_chat_id(id, db=db) + except Exception: + return False + + async def delete_chats_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> bool: + try: + async with get_async_db_context(db) as db: + await self.delete_shared_chats_by_user_id(user_id, db=db) + + chat_id_subquery = select(Chat.id).filter_by(user_id=user_id).scalar_subquery() + await db.execute( + update(AutomationRun).filter(AutomationRun.chat_id.in_(select(Chat.id).filter_by(user_id=user_id))).values(chat_id=None) + ) + await db.execute( + delete(ChatMessage).filter(ChatMessage.chat_id.in_(select(Chat.id).filter_by(user_id=user_id))) + ) + await db.execute(delete(Chat).filter_by(user_id=user_id)) + await db.commit() return True except Exception: return False - def move_chats_by_user_id_and_folder_id( + async def delete_chats_by_user_id_and_folder_id(self, user_id: str, folder_id: str, db: Optional[AsyncSession] = None) -> bool: + try: + async with get_async_db_context(db) as db: + chat_ids_stmt = select(Chat.id).filter_by(user_id=user_id, folder_id=folder_id) + await db.execute( + update(AutomationRun).filter(AutomationRun.chat_id.in_(chat_ids_stmt)).values(chat_id=None) + ) + await db.execute( + delete(ChatMessage).filter(ChatMessage.chat_id.in_(chat_ids_stmt)) + ) + await db.execute(delete(Chat).filter_by(user_id=user_id, folder_id=folder_id)) + await db.commit() + + return True + except Exception: + return False + + async def move_chats_by_user_id_and_folder_id( self, user_id: str, folder_id: str, new_folder_id: Optional[str], - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> bool: try: - with get_db_context(db) as db: - db.query(Chat).filter_by(user_id=user_id, folder_id=folder_id).update( - {"folder_id": new_folder_id} + async with get_async_db_context(db) as db: + await db.execute( + update(Chat).filter_by(user_id=user_id, folder_id=folder_id).values(folder_id=new_folder_id) ) - db.commit() + await db.commit() return True except Exception: return False - def delete_shared_chats_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> bool: + async def delete_shared_chats_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - chats_by_user = db.query(Chat).filter_by(user_id=user_id).all() - shared_chat_ids = [f"shared-{chat.id}" for chat in chats_by_user] + async with get_async_db_context(db) as db: + result = await db.execute(select(Chat.id).filter_by(user_id=user_id)) + id_rows = result.all() + shared_chat_ids = [f'shared-{row[0]}' for row in id_rows] - # Use subquery to delete chat_messages for shared chats - shared_id_subq = ( - db.query(Chat.id) - .filter(Chat.user_id.in_(shared_chat_ids)) - .subquery() - ) - db.query(ChatMessage).filter( - ChatMessage.chat_id.in_(shared_id_subq) - ).delete(synchronize_session=False) - db.query(Chat).filter(Chat.user_id.in_(shared_chat_ids)).delete() - db.commit() + if shared_chat_ids: + # Get shared chat IDs to delete associated messages + shared_result = await db.execute(select(Chat.id).filter(Chat.user_id.in_(shared_chat_ids))) + shared_ids = [row[0] for row in shared_result.all()] + if shared_ids: + await db.execute(delete(ChatMessage).filter(ChatMessage.chat_id.in_(shared_ids))) + await db.execute(delete(Chat).filter(Chat.user_id.in_(shared_chat_ids))) + await db.commit() return True except Exception: return False - def insert_chat_files( + async def insert_chat_files( self, chat_id: str, message_id: str, file_ids: list[str], user_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[list[ChatFileModel]]: if not file_ids: return None chat_message_file_ids = [ - item.id - for item in self.get_chat_files_by_chat_id_and_message_id( - chat_id, message_id, db=db - ) + item.id for item in await self.get_chat_files_by_chat_id_and_message_id(chat_id, message_id, db=db) ] # Remove duplicates and existing file_ids - file_ids = list( - set( - [ - file_id - for file_id in file_ids - if file_id and file_id not in chat_message_file_ids - ] - ) - ) + file_ids = list(set([file_id for file_id in file_ids if file_id and file_id not in chat_message_file_ids])) if not file_ids: return None try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: now = int(time.time()) chat_files = [ @@ -1667,55 +1605,69 @@ class ChatTable: for file_id in file_ids ] - results = [ - ChatFile(**chat_file.model_dump()) for chat_file in chat_files - ] + results = [ChatFile(**chat_file.model_dump()) for chat_file in chat_files] db.add_all(results) - db.commit() + await db.commit() return chat_files except Exception: return None - def get_chat_files_by_chat_id_and_message_id( - self, chat_id: str, message_id: str, db: Optional[Session] = None + async def get_chat_files_by_chat_id_and_message_id( + self, chat_id: str, message_id: str, db: Optional[AsyncSession] = None ) -> list[ChatFileModel]: - with get_db_context(db) as db: - all_chat_files = ( - db.query(ChatFile) + async with get_async_db_context(db) as db: + result = await db.execute( + select(ChatFile) .filter_by(chat_id=chat_id, message_id=message_id) .order_by(ChatFile.created_at.asc()) - .all() ) - return [ - ChatFileModel.model_validate(chat_file) for chat_file in all_chat_files - ] + all_chat_files = result.scalars().all() + return [ChatFileModel.model_validate(chat_file) for chat_file in all_chat_files] - def delete_chat_file( - self, chat_id: str, file_id: str, db: Optional[Session] = None - ) -> bool: + async def delete_chat_file(self, chat_id: str, file_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - db.query(ChatFile).filter_by(chat_id=chat_id, file_id=file_id).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(ChatFile).filter_by(chat_id=chat_id, file_id=file_id)) + await db.commit() return True except Exception: return False - def get_shared_chats_by_file_id( - self, file_id: str, db: Optional[Session] = None - ) -> list[ChatModel]: - with get_db_context(db) as db: - # Join Chat and ChatFile tables to get shared chats associated with the file_id - all_chats = ( - db.query(Chat) + async def get_shared_chats_by_file_id(self, file_id: str, db: Optional[AsyncSession] = None) -> list[ChatModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Chat) .join(ChatFile, Chat.id == ChatFile.chat_id) .filter(ChatFile.file_id == file_id, Chat.share_id.isnot(None)) - .all() ) + all_chats = result.scalars().all() return [ChatModel.model_validate(chat) for chat in all_chats] + async def update_chat_tasks_by_id(self, id: str, tasks: list[dict]) -> Optional[ChatModel]: + """Update the tasks list on a chat.""" + try: + async with get_async_db_context() as db: + chat = await db.get(Chat, id) + if chat is None: + return None + chat.tasks = tasks + await db.commit() + await db.refresh(chat) + return ChatModel.model_validate(chat) + except Exception: + return None + + async def get_chat_tasks_by_id(self, id: str) -> list[dict]: + """Read the tasks list from a chat (lightweight column query).""" + async with get_async_db_context() as db: + result = await db.execute(select(Chat.tasks).filter_by(id=id)) + row = result.first() + if row is None or row[0] is None: + return [] + return row[0] + Chats = ChatTable() diff --git a/backend/open_webui/models/feedbacks.py b/backend/open_webui/models/feedbacks.py index 406adb2559..61124619b5 100644 --- a/backend/open_webui/models/feedbacks.py +++ b/backend/open_webui/models/feedbacks.py @@ -3,9 +3,10 @@ import time import uuid from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context -from open_webui.models.users import User +from sqlalchemy import select, delete, func +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context +from open_webui.models.users import User, UserModel from pydantic import BaseModel, ConfigDict from sqlalchemy import BigInteger, Column, Text, JSON, Boolean @@ -19,7 +20,7 @@ log = logging.getLogger(__name__) class Feedback(Base): - __tablename__ = "feedback" + __tablename__ = 'feedback' id = Column(Text, primary_key=True, unique=True) user_id = Column(Text) version = Column(BigInteger, default=0) @@ -81,7 +82,7 @@ class RatingData(BaseModel): sibling_model_ids: Optional[list[str]] = None reason: Optional[str] = None comment: Optional[str] = None - model_config = ConfigDict(extra="allow", protected_namespaces=()) + model_config = ConfigDict(extra='allow', protected_namespaces=()) class MetaData(BaseModel): @@ -89,12 +90,12 @@ class MetaData(BaseModel): chat_id: Optional[str] = None message_id: Optional[str] = None tags: Optional[list[str]] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class SnapshotData(BaseModel): chat: Optional[dict] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class FeedbackForm(BaseModel): @@ -102,14 +103,14 @@ class FeedbackForm(BaseModel): data: Optional[RatingData] = None meta: Optional[dict] = None snapshot: Optional[SnapshotData] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class UserResponse(BaseModel): id: str name: str email: str - role: str = "pending" + role: str = 'pending' last_active_at: int # timestamp in epoch updated_at: int # timestamp in epoch @@ -139,156 +140,149 @@ class ModelHistoryResponse(BaseModel): class FeedbackTable: - def insert_new_feedback( - self, user_id: str, form_data: FeedbackForm, db: Optional[Session] = None + async def insert_new_feedback( + self, user_id: str, form_data: FeedbackForm, db: Optional[AsyncSession] = None ) -> Optional[FeedbackModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: id = str(uuid.uuid4()) feedback = FeedbackModel( **{ - "id": id, - "user_id": user_id, - "version": 0, + 'id': id, + 'user_id': user_id, + 'version': 0, **form_data.model_dump(), - "created_at": int(time.time()), - "updated_at": int(time.time()), + 'created_at': int(time.time()), + 'updated_at': int(time.time()), } ) try: result = Feedback(**feedback.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return FeedbackModel.model_validate(result) else: return None except Exception as e: - log.exception(f"Error creating a new feedback: {e}") + log.exception(f'Error creating a new feedback: {e}') return None - def get_feedback_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[FeedbackModel]: + async def get_feedback_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[FeedbackModel]: try: - with get_db_context(db) as db: - feedback = db.query(Feedback).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Feedback).filter_by(id=id)) + feedback = result.scalars().first() if not feedback: return None return FeedbackModel.model_validate(feedback) except Exception: return None - def get_feedback_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None + async def get_feedback_by_id_and_user_id( + self, id: str, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[FeedbackModel]: try: - with get_db_context(db) as db: - feedback = db.query(Feedback).filter_by(id=id, user_id=user_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Feedback).filter_by(id=id, user_id=user_id)) + feedback = result.scalars().first() if not feedback: return None return FeedbackModel.model_validate(feedback) except Exception: return None - def get_feedbacks_by_chat_id( - self, chat_id: str, db: Optional[Session] = None - ) -> list[FeedbackModel]: + async def get_feedbacks_by_chat_id(self, chat_id: str, db: Optional[AsyncSession] = None) -> list[FeedbackModel]: """Get all feedbacks for a specific chat.""" try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # meta.chat_id stores the chat reference - feedbacks = ( - db.query(Feedback) - .filter(Feedback.meta["chat_id"].as_string() == chat_id) + result = await db.execute( + select(Feedback) + .filter(Feedback.meta['chat_id'].as_string() == chat_id) .order_by(Feedback.created_at.desc()) - .all() ) + feedbacks = result.scalars().all() return [FeedbackModel.model_validate(fb) for fb in feedbacks] except Exception: return [] - def get_feedback_items( + async def get_feedback_items( self, filter: dict = {}, skip: int = 0, limit: int = 30, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> FeedbackListResponse: - with get_db_context(db) as db: - query = db.query(Feedback, User).join(User, Feedback.user_id == User.id) + async with get_async_db_context(db) as db: + stmt = select(Feedback, User).join(User, Feedback.user_id == User.id) if filter: - order_by = filter.get("order_by") - direction = filter.get("direction") + # Apply model_id filter (exact match) + model_id = filter.get('model_id') + if model_id: + stmt = stmt.filter(Feedback.data['model_id'].as_string() == model_id) - if order_by == "username": - if direction == "asc": - query = query.order_by(User.name.asc()) + order_by = filter.get('order_by') + direction = filter.get('direction') + + if order_by == 'username': + if direction == 'asc': + stmt = stmt.order_by(User.name.asc()) else: - query = query.order_by(User.name.desc()) - elif order_by == "model_id": - # it's stored in feedback.data['model_id'] - if direction == "asc": - query = query.order_by( - Feedback.data["model_id"].as_string().asc() - ) + stmt = stmt.order_by(User.name.desc()) + elif order_by == 'model_id': + if direction == 'asc': + stmt = stmt.order_by(Feedback.data['model_id'].as_string().asc()) else: - query = query.order_by( - Feedback.data["model_id"].as_string().desc() - ) - elif order_by == "rating": - # it's stored in feedback.data['rating'] - if direction == "asc": - query = query.order_by( - Feedback.data["rating"].as_string().asc() - ) + stmt = stmt.order_by(Feedback.data['model_id'].as_string().desc()) + elif order_by == 'rating': + if direction == 'asc': + stmt = stmt.order_by(Feedback.data['rating'].as_string().asc()) else: - query = query.order_by( - Feedback.data["rating"].as_string().desc() - ) - elif order_by == "updated_at": - if direction == "asc": - query = query.order_by(Feedback.updated_at.asc()) + stmt = stmt.order_by(Feedback.data['rating'].as_string().desc()) + elif order_by == 'updated_at': + if direction == 'asc': + stmt = stmt.order_by(Feedback.updated_at.asc()) else: - query = query.order_by(Feedback.updated_at.desc()) + stmt = stmt.order_by(Feedback.updated_at.desc()) else: - query = query.order_by(Feedback.created_at.desc()) + stmt = stmt.order_by(Feedback.created_at.desc()) # Count BEFORE pagination - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - items = query.all() + result = await db.execute(stmt) + items = result.all() feedbacks = [] for feedback, user in items: feedback_model = FeedbackModel.model_validate(feedback) user_model = UserResponse.model_validate(user) - feedbacks.append( - FeedbackUserResponse(**feedback_model.model_dump(), user=user_model) - ) + feedbacks.append(FeedbackUserResponse(**feedback_model.model_dump(), user=user_model)) return FeedbackListResponse(items=feedbacks, total=total) - def get_all_feedbacks(self, db: Optional[Session] = None) -> list[FeedbackModel]: - with get_db_context(db) as db: - return [ - FeedbackModel.model_validate(feedback) - for feedback in db.query(Feedback) - .order_by(Feedback.updated_at.desc()) - .all() - ] + async def get_all_feedbacks(self, db: Optional[AsyncSession] = None) -> list[FeedbackModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Feedback).order_by(Feedback.updated_at.desc())) + return [FeedbackModel.model_validate(feedback) for feedback in result.scalars().all()] - def get_all_feedback_ids( - self, db: Optional[Session] = None - ) -> list[FeedbackIdResponse]: - with get_db_context(db) as db: + async def get_all_feedback_ids(self, db: Optional[AsyncSession] = None) -> list[FeedbackIdResponse]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Feedback.id, Feedback.user_id, Feedback.created_at, Feedback.updated_at) + .order_by(Feedback.updated_at.desc()) + ) return [ FeedbackIdResponse( id=row.id, @@ -296,28 +290,28 @@ class FeedbackTable: created_at=row.created_at, updated_at=row.updated_at, ) - for row in db.query( - Feedback.id, - Feedback.user_id, - Feedback.created_at, - Feedback.updated_at, - ) - .order_by(Feedback.updated_at.desc()) - .all() + for row in result.all() ] - def get_feedbacks_for_leaderboard( - self, db: Optional[Session] = None - ) -> list[LeaderboardFeedbackData]: + async def get_distinct_model_ids(self, db: Optional[AsyncSession] = None) -> list[str]: + """Get distinct model_ids from feedback data for filter dropdowns.""" + async with get_async_db_context(db) as db: + result = await db.execute( + select(Feedback.data['model_id'].as_string()) + .filter(Feedback.data['model_id'].as_string().isnot(None)) + .distinct() + ) + rows = result.all() + return sorted([row[0] for row in rows if row[0]]) + + async def get_feedbacks_for_leaderboard(self, db: Optional[AsyncSession] = None) -> list[LeaderboardFeedbackData]: """Fetch only id and data for leaderboard computation (excludes snapshot/meta).""" - with get_db_context(db) as db: - return [ - LeaderboardFeedbackData(id=row.id, data=row.data) - for row in db.query(Feedback.id, Feedback.data).all() - ] + async with get_async_db_context(db) as db: + result = await db.execute(select(Feedback.id, Feedback.data)) + return [LeaderboardFeedbackData(id=row.id, data=row.data) for row in result.all()] - def get_model_evaluation_history( - self, model_id: str, days: int = 30, db: Optional[Session] = None + async def get_model_evaluation_history( + self, model_id: str, days: int = 30, db: Optional[AsyncSession] = None ) -> list[ModelHistoryEntry]: """ Get daily wins/losses for a specific model over the past N days. @@ -327,36 +321,35 @@ class FeedbackTable: from datetime import datetime, timedelta from collections import defaultdict - with get_db_context(db) as db: + async with get_async_db_context(db) as db: if days == 0: # All time - no cutoff - rows = db.query(Feedback.created_at, Feedback.data).all() + result = await db.execute(select(Feedback.created_at, Feedback.data)) else: cutoff = int(time.time()) - (days * 86400) - rows = ( - db.query(Feedback.created_at, Feedback.data) - .filter(Feedback.created_at >= cutoff) - .all() + result = await db.execute( + select(Feedback.created_at, Feedback.data).filter(Feedback.created_at >= cutoff) ) + rows = result.all() - daily_counts = defaultdict(lambda: {"won": 0, "lost": 0}) + daily_counts = defaultdict(lambda: {'won': 0, 'lost': 0}) first_date = None for created_at, data in rows: if not data: continue - if data.get("model_id") != model_id: + if data.get('model_id') != model_id: continue - rating_str = str(data.get("rating", "")) - if rating_str not in ("1", "-1"): + rating_str = str(data.get('rating', '')) + if rating_str not in ('1', '-1'): continue - date_str = datetime.fromtimestamp(created_at).strftime("%Y-%m-%d") - if rating_str == "1": - daily_counts[date_str]["won"] += 1 + date_str = datetime.fromtimestamp(created_at).strftime('%Y-%m-%d') + if rating_str == '1': + daily_counts[date_str]['won'] += 1 else: - daily_counts[date_str]["lost"] += 1 + daily_counts[date_str]['lost'] += 1 # Track first date for this model if first_date is None or date_str < first_date: @@ -368,7 +361,7 @@ class FeedbackTable: if days == 0 and first_date: # All time: start from first feedback date - start_date = datetime.strptime(first_date, "%Y-%m-%d").date() + start_date = datetime.strptime(first_date, '%Y-%m-%d').date() num_days = (today - start_date).days + 1 else: # Fixed range @@ -377,43 +370,32 @@ class FeedbackTable: for i in range(num_days): d = start_date + timedelta(days=i) - date_str = d.strftime("%Y-%m-%d") - counts = daily_counts.get(date_str, {"won": 0, "lost": 0}) - result.append( - ModelHistoryEntry(date=date_str, won=counts["won"], lost=counts["lost"]) - ) + date_str = d.strftime('%Y-%m-%d') + counts = daily_counts.get(date_str, {'won': 0, 'lost': 0}) + result.append(ModelHistoryEntry(date=date_str, won=counts['won'], lost=counts['lost'])) return result - def get_feedbacks_by_type( - self, type: str, db: Optional[Session] = None - ) -> list[FeedbackModel]: - with get_db_context(db) as db: - return [ - FeedbackModel.model_validate(feedback) - for feedback in db.query(Feedback) - .filter_by(type=type) - .order_by(Feedback.updated_at.desc()) - .all() - ] + async def get_feedbacks_by_type(self, type: str, db: Optional[AsyncSession] = None) -> list[FeedbackModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Feedback).filter_by(type=type).order_by(Feedback.updated_at.desc()) + ) + return [FeedbackModel.model_validate(feedback) for feedback in result.scalars().all()] - def get_feedbacks_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> list[FeedbackModel]: - with get_db_context(db) as db: - return [ - FeedbackModel.model_validate(feedback) - for feedback in db.query(Feedback) - .filter_by(user_id=user_id) - .order_by(Feedback.updated_at.desc()) - .all() - ] + async def get_feedbacks_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> list[FeedbackModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Feedback).filter_by(user_id=user_id).order_by(Feedback.updated_at.desc()) + ) + return [FeedbackModel.model_validate(feedback) for feedback in result.scalars().all()] - def update_feedback_by_id( - self, id: str, form_data: FeedbackForm, db: Optional[Session] = None + async def update_feedback_by_id( + self, id: str, form_data: FeedbackForm, db: Optional[AsyncSession] = None ) -> Optional[FeedbackModel]: - with get_db_context(db) as db: - feedback = db.query(Feedback).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Feedback).filter_by(id=id)) + feedback = result.scalars().first() if not feedback: return None @@ -426,18 +408,19 @@ class FeedbackTable: feedback.updated_at = int(time.time()) - db.commit() + await db.commit() return FeedbackModel.model_validate(feedback) - def update_feedback_by_id_and_user_id( + async def update_feedback_by_id_and_user_id( self, id: str, user_id: str, form_data: FeedbackForm, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[FeedbackModel]: - with get_db_context(db) as db: - feedback = db.query(Feedback).filter_by(id=id, user_id=user_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Feedback).filter_by(id=id, user_id=user_id)) + feedback = result.scalars().first() if not feedback: return None @@ -450,42 +433,40 @@ class FeedbackTable: feedback.updated_at = int(time.time()) - db.commit() + await db.commit() return FeedbackModel.model_validate(feedback) - def delete_feedback_by_id(self, id: str, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: - feedback = db.query(Feedback).filter_by(id=id).first() + async def delete_feedback_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute(select(Feedback).filter_by(id=id)) + feedback = result.scalars().first() if not feedback: return False - db.delete(feedback) - db.commit() + await db.delete(feedback) + await db.commit() return True - def delete_feedback_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: - feedback = db.query(Feedback).filter_by(id=id, user_id=user_id).first() + async def delete_feedback_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute(select(Feedback).filter_by(id=id, user_id=user_id)) + feedback = result.scalars().first() if not feedback: return False - db.delete(feedback) - db.commit() + await db.delete(feedback) + await db.commit() return True - def delete_feedbacks_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: - result = db.query(Feedback).filter_by(user_id=user_id).delete() - db.commit() - return result > 0 + async def delete_feedbacks_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute(delete(Feedback).filter_by(user_id=user_id)) + await db.commit() + return result.rowcount > 0 - def delete_all_feedbacks(self, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: - result = db.query(Feedback).delete() - db.commit() - return result > 0 + async def delete_all_feedbacks(self, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute(delete(Feedback)) + await db.commit() + return result.rowcount > 0 Feedbacks = FeedbackTable() diff --git a/backend/open_webui/models/files.py b/backend/open_webui/models/files.py index 09060f9bde..f79255f50b 100644 --- a/backend/open_webui/models/files.py +++ b/backend/open_webui/models/files.py @@ -2,8 +2,10 @@ import logging import time from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, func +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context +from open_webui.utils.misc import sanitize_metadata from pydantic import BaseModel, ConfigDict, model_validator from sqlalchemy import BigInteger, Column, String, Text, JSON @@ -11,11 +13,13 @@ log = logging.getLogger(__name__) #################### # Files DB Schema +# What is written here bears witness. Let the testimony +# remain as it was given, and let none tamper with it. #################### class File(Base): - __tablename__ = "file" + __tablename__ = 'file' id = Column(String, primary_key=True, unique=True) user_id = Column(String) hash = Column(Text, nullable=True) @@ -57,9 +61,9 @@ class FileMeta(BaseModel): content_type: Optional[str] = None size: Optional[int] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') - @model_validator(mode="before") + @model_validator(mode='before') @classmethod def sanitize_meta(cls, data): """Sanitize metadata fields to handle malformed legacy data.""" @@ -67,14 +71,12 @@ class FileMeta(BaseModel): return data # Handle content_type that may be a list like ['application/pdf', None] - content_type = data.get("content_type") + content_type = data.get('content_type') if isinstance(content_type, list): # Extract first non-None string value - data["content_type"] = next( - (item for item in content_type if isinstance(item, str)), None - ) + data['content_type'] = next((item for item in content_type if isinstance(item, str)), None) elif content_type is not None and not isinstance(content_type, str): - data["content_type"] = None + data['content_type'] = None return data @@ -86,12 +88,12 @@ class FileModelResponse(BaseModel): filename: str data: Optional[dict] = None - meta: FileMeta + meta: Optional[FileMeta] = None created_at: int # timestamp in epoch updated_at: Optional[int] = None # timestamp in epoch, optional for legacy files - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class FileMetadataResponse(BaseModel): @@ -102,6 +104,11 @@ class FileMetadataResponse(BaseModel): updated_at: int # timestamp in epoch +class FileListResponse(BaseModel): + items: list[FileModelResponse] + total: int + + class FileForm(BaseModel): id: str hash: Optional[str] = None @@ -117,57 +124,54 @@ class FileUpdateForm(BaseModel): meta: Optional[dict] = None -class FileListResponse(BaseModel): - items: list[FileModel] - total: int - - class FilesTable: - def insert_new_file( - self, user_id: str, form_data: FileForm, db: Optional[Session] = None - ) -> Optional[FileModel]: - with get_db_context(db) as db: + async def insert_new_file(self, user_id: str, form_data: FileForm, db: Optional[AsyncSession] = None) -> Optional[FileModel]: + async with get_async_db_context(db) as db: + file_data = form_data.model_dump() + + # Sanitize meta to remove non-JSON-serializable objects + # (e.g. callable tool functions, MCP client instances from middleware) + if file_data.get('meta'): + file_data['meta'] = sanitize_metadata(file_data['meta']) + file = FileModel( **{ - **form_data.model_dump(), - "user_id": user_id, - "created_at": int(time.time()), - "updated_at": int(time.time()), + **file_data, + 'user_id': user_id, + 'created_at': int(time.time()), + 'updated_at': int(time.time()), } ) try: result = File(**file.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return FileModel.model_validate(result) else: return None except Exception as e: - log.exception(f"Error inserting a new file: {e}") + log.exception(f'Error inserting a new file: {e}') return None - def get_file_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[FileModel]: + async def get_file_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[FileModel]: try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: try: - file = db.get(File, id) - return FileModel.model_validate(file) + file = await db.get(File, id) + return FileModel.model_validate(file) if file else None except Exception: return None except Exception: return None - def get_file_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> Optional[FileModel]: - with get_db_context(db) as db: + async def get_file_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> Optional[FileModel]: + async with get_async_db_context(db) as db: try: - file = db.query(File).filter_by(id=id, user_id=user_id).first() + result = await db.execute(select(File).filter_by(id=id, user_id=user_id)) + file = result.scalars().first() if file: return FileModel.model_validate(file) else: @@ -175,12 +179,12 @@ class FilesTable: except Exception: return None - def get_file_metadata_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[FileMetadataResponse]: - with get_db_context(db) as db: + async def get_file_metadata_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[FileMetadataResponse]: + async with get_async_db_context(db) as db: try: - file = db.get(File, id) + file = await db.get(File, id) + if not file: + return None return FileMetadataResponse( id=file.id, hash=file.hash, @@ -191,14 +195,13 @@ class FilesTable: except Exception: return None - def get_files(self, db: Optional[Session] = None) -> list[FileModel]: - with get_db_context(db) as db: - return [FileModel.model_validate(file) for file in db.query(File).all()] + async def get_files(self, db: Optional[AsyncSession] = None) -> list[FileModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(File)) + return [FileModel.model_validate(file) for file in result.scalars().all()] - def check_access_by_user_id( - self, id, user_id, permission="write", db: Optional[Session] = None - ) -> bool: - file = self.get_file_by_id(id, db=db) + async def check_access_by_user_id(self, id, user_id, permission='write', db: Optional[AsyncSession] = None) -> bool: + file = await self.get_file_by_id(id, db=db) if not file: return False if file.user_id == user_id: @@ -206,47 +209,63 @@ class FilesTable: # Implement additional access control logic here as needed return False - def get_files_by_ids( - self, ids: list[str], db: Optional[Session] = None - ) -> list[FileModel]: - with get_db_context(db) as db: - return [ - FileModel.model_validate(file) - for file in db.query(File) + async def get_files_by_ids(self, ids: list[str], db: Optional[AsyncSession] = None) -> list[FileModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(File).filter(File.id.in_(ids)).order_by(File.updated_at.desc()) + ) + return [FileModel.model_validate(file) for file in result.scalars().all()] + + async def get_file_metadatas_by_ids(self, ids: list[str], db: Optional[AsyncSession] = None) -> list[FileMetadataResponse]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(File.id, File.hash, File.meta, File.created_at, File.updated_at) .filter(File.id.in_(ids)) .order_by(File.updated_at.desc()) - .all() - ] - - def get_file_metadatas_by_ids( - self, ids: list[str], db: Optional[Session] = None - ) -> list[FileMetadataResponse]: - with get_db_context(db) as db: + ) return [ FileMetadataResponse( - id=file.id, - hash=file.hash, - meta=file.meta, - created_at=file.created_at, - updated_at=file.updated_at, + id=row.id, + hash=row.hash, + meta=row.meta, + created_at=row.created_at, + updated_at=row.updated_at, ) - for file in db.query( - File.id, File.hash, File.meta, File.created_at, File.updated_at - ) - .filter(File.id.in_(ids)) - .order_by(File.updated_at.desc()) - .all() + for row in result.all() ] - def get_files_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> list[FileModel]: - with get_db_context(db) as db: - return [ - FileModel.model_validate(file) - for file in db.query(File).filter_by(user_id=user_id).all() + async def get_files_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> list[FileModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(File).filter_by(user_id=user_id)) + return [FileModel.model_validate(file) for file in result.scalars().all()] + + async def get_file_list( + self, + user_id: Optional[str] = None, + skip: int = 0, + limit: int = 50, + db: Optional[AsyncSession] = None, + ) -> 'FileListResponse': + async with get_async_db_context(db) as db: + stmt = select(File) + if user_id: + stmt = stmt.filter_by(user_id=user_id) + + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() + + result = await db.execute( + stmt.order_by(File.updated_at.desc(), File.id.desc()).offset(skip).limit(limit) + ) + items = [ + FileModelResponse.model_validate(file, from_attributes=True) + for file in result.scalars().all() ] + return FileListResponse(items=items, total=total) + @staticmethod def _glob_to_like_pattern(glob: str) -> str: """ @@ -263,20 +282,20 @@ class FilesTable: A SQL LIKE compatible pattern with proper escaping. """ # Escape SQL special characters first, then convert glob wildcards - pattern = glob.replace("\\", "\\\\") - pattern = pattern.replace("%", "\\%") - pattern = pattern.replace("_", "\\_") - pattern = pattern.replace("*", "%") - pattern = pattern.replace("?", "_") + pattern = glob.replace('\\', '\\\\') + pattern = pattern.replace('%', '\\%') + pattern = pattern.replace('_', '\\_') + pattern = pattern.replace('*', '%') + pattern = pattern.replace('?', '_') return pattern - def search_files( + async def search_files( self, user_id: Optional[str] = None, - filename: str = "*", + filename: str = '*', skip: int = 0, limit: int = 100, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[FileModel]: """ Search files with glob pattern matching, optional user filter, and pagination. @@ -289,32 +308,30 @@ class FilesTable: db: Optional database session. Returns: - List of matching FileModel objects, ordered by updated_at descending. + List of matching FileModel objects, ordered by created_at descending. """ - with get_db_context(db) as db: - query = db.query(File) + async with get_async_db_context(db) as db: + stmt = select(File) if user_id: - query = query.filter_by(user_id=user_id) + stmt = stmt.filter_by(user_id=user_id) pattern = self._glob_to_like_pattern(filename) - if pattern != "%": - query = query.filter(File.filename.ilike(pattern, escape="\\")) + if pattern != '%': + stmt = stmt.filter(File.filename.ilike(pattern, escape='\\')) - return [ - FileModel.model_validate(file) - for file in query.order_by(File.updated_at.desc()) - .offset(skip) - .limit(limit) - .all() - ] + result = await db.execute( + stmt.order_by(File.created_at.desc(), File.id.desc()).offset(skip).limit(limit) + ) + return [FileModel.model_validate(file) for file in result.scalars().all()] - def update_file_by_id( - self, id: str, form_data: FileUpdateForm, db: Optional[Session] = None + async def update_file_by_id( + self, id: str, form_data: FileUpdateForm, db: Optional[AsyncSession] = None ) -> Optional[FileModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: try: - file = db.query(File).filter_by(id=id).first() + result = await db.execute(select(File).filter_by(id=id)) + file = result.scalars().first() if form_data.hash is not None: file.hash = form_data.hash @@ -326,70 +343,64 @@ class FilesTable: file.meta = {**(file.meta if file.meta else {}), **form_data.meta} file.updated_at = int(time.time()) - db.commit() + await db.commit() return FileModel.model_validate(file) except Exception as e: - log.exception(f"Error updating file completely by id: {e}") + log.exception(f'Error updating file completely by id: {e}') return None - def update_file_hash_by_id( - self, id: str, hash: Optional[str], db: Optional[Session] = None - ) -> Optional[FileModel]: - with get_db_context(db) as db: + async def update_file_hash_by_id(self, id: str, hash: Optional[str], db: Optional[AsyncSession] = None) -> Optional[FileModel]: + async with get_async_db_context(db) as db: try: - file = db.query(File).filter_by(id=id).first() + result = await db.execute(select(File).filter_by(id=id)) + file = result.scalars().first() file.hash = hash file.updated_at = int(time.time()) - db.commit() + await db.commit() return FileModel.model_validate(file) except Exception: return None - def update_file_data_by_id( - self, id: str, data: dict, db: Optional[Session] = None - ) -> Optional[FileModel]: - with get_db_context(db) as db: + async def update_file_data_by_id(self, id: str, data: dict, db: Optional[AsyncSession] = None) -> Optional[FileModel]: + async with get_async_db_context(db) as db: try: - file = db.query(File).filter_by(id=id).first() + result = await db.execute(select(File).filter_by(id=id)) + file = result.scalars().first() file.data = {**(file.data if file.data else {}), **data} file.updated_at = int(time.time()) - db.commit() + await db.commit() return FileModel.model_validate(file) except Exception as e: - return None - def update_file_metadata_by_id( - self, id: str, meta: dict, db: Optional[Session] = None - ) -> Optional[FileModel]: - with get_db_context(db) as db: + async def update_file_metadata_by_id(self, id: str, meta: dict, db: Optional[AsyncSession] = None) -> Optional[FileModel]: + async with get_async_db_context(db) as db: try: - file = db.query(File).filter_by(id=id).first() + result = await db.execute(select(File).filter_by(id=id)) + file = result.scalars().first() file.meta = {**(file.meta if file.meta else {}), **meta} file.updated_at = int(time.time()) - db.commit() + await db.commit() return FileModel.model_validate(file) except Exception: return None - return False - - def delete_file_by_id(self, id: str, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: + async def delete_file_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: - db.query(File).filter_by(id=id).delete() - db.commit() + await db.execute(delete(File).filter_by(id=id)) + await db.commit() return True except Exception: return False - def delete_all_files(self, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: + async def delete_all_files(self, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: - db.query(File).delete() - db.commit() + await db.execute(delete(File)) + await db.commit() return True except Exception: diff --git a/backend/open_webui/models/folders.py b/backend/open_webui/models/folders.py index b491b831f2..4e2a4e9f38 100644 --- a/backend/open_webui/models/folders.py +++ b/backend/open_webui/models/folders.py @@ -6,21 +6,23 @@ import re from pydantic import BaseModel, ConfigDict -from sqlalchemy import BigInteger, Column, Text, JSON, Boolean, func -from sqlalchemy.orm import Session +from sqlalchemy import BigInteger, Column, Text, JSON, Boolean, func, select, delete +from sqlalchemy.ext.asyncio import AsyncSession -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from open_webui.internal.db import Base, JSONField, get_async_db_context log = logging.getLogger(__name__) #################### # Folder DB Schema +# Let every room in this house shelter someone who needs it, +# and let no chamber stand empty while there is want. #################### class Folder(Base): - __tablename__ = "folder" + __tablename__ = 'folder' id = Column(Text, primary_key=True, unique=True) parent_id = Column(Text, nullable=True) user_id = Column(Text) @@ -72,55 +74,56 @@ class FolderForm(BaseModel): data: Optional[dict] = None meta: Optional[dict] = None parent_id: Optional[str] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class FolderUpdateForm(BaseModel): name: Optional[str] = None data: Optional[dict] = None meta: Optional[dict] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class FolderTable: - def insert_new_folder( + async def insert_new_folder( self, user_id: str, form_data: FolderForm, parent_id: Optional[str] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[FolderModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: id = str(uuid.uuid4()) folder = FolderModel( **{ - "id": id, - "user_id": user_id, + 'id': id, + 'user_id': user_id, **(form_data.model_dump(exclude_unset=True) or {}), - "parent_id": parent_id, - "created_at": int(time.time()), - "updated_at": int(time.time()), + 'parent_id': parent_id, + 'created_at': int(time.time()), + 'updated_at': int(time.time()), } ) try: result = Folder(**folder.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return FolderModel.model_validate(result) else: return None except Exception as e: - log.exception(f"Error inserting a new folder: {e}") + log.exception(f'Error inserting a new folder: {e}') return None - def get_folder_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None + async def get_folder_by_id_and_user_id( + self, id: str, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[FolderModel]: try: - with get_db_context(db) as db: - folder = db.query(Folder).filter_by(id=id, user_id=user_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Folder).filter_by(id=id, user_id=user_id)) + folder = result.scalars().first() if not folder: return None @@ -129,85 +132,77 @@ class FolderTable: except Exception: return None - def get_children_folders_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None + async def get_children_folders_by_id_and_user_id( + self, id: str, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[list[FolderModel]]: try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: folders = [] - def get_children(folder): - children = self.get_folders_by_parent_id_and_user_id( - folder.id, user_id, db=db - ) + async def get_children(folder): + children = await self.get_folders_by_parent_id_and_user_id(folder.id, user_id, db=db) for child in children: - get_children(child) + await get_children(child) folders.append(child) - folder = db.query(Folder).filter_by(id=id, user_id=user_id).first() + result = await db.execute(select(Folder).filter_by(id=id, user_id=user_id)) + folder = result.scalars().first() if not folder: return None - get_children(folder) + await get_children(folder) return folders except Exception: return None - def get_folders_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> list[FolderModel]: - with get_db_context(db) as db: - return [ - FolderModel.model_validate(folder) - for folder in db.query(Folder).filter_by(user_id=user_id).all() - ] + async def get_folders_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> list[FolderModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Folder).filter_by(user_id=user_id)) + return [FolderModel.model_validate(folder) for folder in result.scalars().all()] - def get_folder_by_parent_id_and_user_id_and_name( + async def get_folder_by_parent_id_and_user_id_and_name( self, parent_id: Optional[str], user_id: str, name: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[FolderModel]: try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Check if folder exists - folder = ( - db.query(Folder) + result = await db.execute( + select(Folder) .filter_by(parent_id=parent_id, user_id=user_id) .filter(Folder.name.ilike(name)) - .first() ) + folder = result.scalars().first() if not folder: return None return FolderModel.model_validate(folder) except Exception as e: - log.error(f"get_folder_by_parent_id_and_user_id_and_name: {e}") + log.error(f'get_folder_by_parent_id_and_user_id_and_name: {e}') return None - def get_folders_by_parent_id_and_user_id( - self, parent_id: Optional[str], user_id: str, db: Optional[Session] = None + async def get_folders_by_parent_id_and_user_id( + self, parent_id: Optional[str], user_id: str, db: Optional[AsyncSession] = None ) -> list[FolderModel]: - with get_db_context(db) as db: - return [ - FolderModel.model_validate(folder) - for folder in db.query(Folder) - .filter_by(parent_id=parent_id, user_id=user_id) - .all() - ] + async with get_async_db_context(db) as db: + result = await db.execute(select(Folder).filter_by(parent_id=parent_id, user_id=user_id)) + return [FolderModel.model_validate(folder) for folder in result.scalars().all()] - def update_folder_parent_id_by_id_and_user_id( + async def update_folder_parent_id_by_id_and_user_id( self, id: str, user_id: str, parent_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[FolderModel]: try: - with get_db_context(db) as db: - folder = db.query(Folder).filter_by(id=id, user_id=user_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Folder).filter_by(id=id, user_id=user_id)) + folder = result.scalars().first() if not folder: return None @@ -215,69 +210,71 @@ class FolderTable: folder.parent_id = parent_id folder.updated_at = int(time.time()) - db.commit() + await db.commit() return FolderModel.model_validate(folder) except Exception as e: - log.error(f"update_folder: {e}") + log.error(f'update_folder: {e}') return - def update_folder_by_id_and_user_id( + async def update_folder_by_id_and_user_id( self, id: str, user_id: str, form_data: FolderUpdateForm, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[FolderModel]: try: - with get_db_context(db) as db: - folder = db.query(Folder).filter_by(id=id, user_id=user_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Folder).filter_by(id=id, user_id=user_id)) + folder = result.scalars().first() if not folder: return None form_data = form_data.model_dump(exclude_unset=True) - existing_folder = ( - db.query(Folder) + existing_result = await db.execute( + select(Folder) .filter_by( - name=form_data.get("name"), + name=form_data.get('name'), parent_id=folder.parent_id, user_id=user_id, ) - .first() ) + existing_folder = existing_result.scalars().first() if existing_folder and existing_folder.id != id: return None - folder.name = form_data.get("name", folder.name) - if "data" in form_data: + folder.name = form_data.get('name', folder.name) + if 'data' in form_data: folder.data = { **(folder.data or {}), - **form_data["data"], + **form_data['data'], } - if "meta" in form_data: + if 'meta' in form_data: folder.meta = { **(folder.meta or {}), - **form_data["meta"], + **form_data['meta'], } folder.updated_at = int(time.time()) - db.commit() + await db.commit() return FolderModel.model_validate(folder) except Exception as e: - log.error(f"update_folder: {e}") + log.error(f'update_folder: {e}') return - def update_folder_is_expanded_by_id_and_user_id( - self, id: str, user_id: str, is_expanded: bool, db: Optional[Session] = None + async def update_folder_is_expanded_by_id_and_user_id( + self, id: str, user_id: str, is_expanded: bool, db: Optional[AsyncSession] = None ) -> Optional[FolderModel]: try: - with get_db_context(db) as db: - folder = db.query(Folder).filter_by(id=id, user_id=user_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Folder).filter_by(id=id, user_id=user_id)) + folder = result.scalars().first() if not folder: return None @@ -285,54 +282,51 @@ class FolderTable: folder.is_expanded = is_expanded folder.updated_at = int(time.time()) - db.commit() + await db.commit() return FolderModel.model_validate(folder) except Exception as e: - log.error(f"update_folder: {e}") + log.error(f'update_folder: {e}') return - def delete_folder_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> list[str]: + async def delete_folder_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> list[str]: try: folder_ids = [] - with get_db_context(db) as db: - folder = db.query(Folder).filter_by(id=id, user_id=user_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Folder).filter_by(id=id, user_id=user_id)) + folder = result.scalars().first() if not folder: return folder_ids folder_ids.append(folder.id) # Delete all children folders - def delete_children(folder): - folder_children = self.get_folders_by_parent_id_and_user_id( - folder.id, user_id, db=db - ) + async def delete_children(folder): + folder_children = await self.get_folders_by_parent_id_and_user_id(folder.id, user_id, db=db) for folder_child in folder_children: - - delete_children(folder_child) + await delete_children(folder_child) folder_ids.append(folder_child.id) - folder = db.query(Folder).filter_by(id=folder_child.id).first() - db.delete(folder) - db.commit() + child_result = await db.execute(select(Folder).filter_by(id=folder_child.id)) + child_folder = child_result.scalars().first() + await db.delete(child_folder) + await db.commit() - delete_children(folder) - db.delete(folder) - db.commit() + await delete_children(folder) + await db.delete(folder) + await db.commit() return folder_ids except Exception as e: - log.error(f"delete_folder: {e}") + log.error(f'delete_folder: {e}') return [] def normalize_folder_name(self, name: str) -> str: # Replace _ and space with a single space, lower case, collapse multiple spaces - name = re.sub(r"[\s_]+", " ", name) + name = re.sub(r'[\s_]+', ' ', name) return name.strip().lower() - def search_folders_by_names( - self, user_id: str, queries: list[str], db: Optional[Session] = None + async def search_folders_by_names( + self, user_id: str, queries: list[str], db: Optional[AsyncSession] = None ) -> list[FolderModel]: """ Search for folders for a user where the name matches any of the queries, treating _ and space as equivalent, case-insensitive. @@ -342,18 +336,18 @@ class FolderTable: return [] results = {} - with get_db_context(db) as db: - folders = db.query(Folder).filter_by(user_id=user_id).all() + async with get_async_db_context(db) as db: + result = await db.execute(select(Folder).filter_by(user_id=user_id)) + folders = result.scalars().all() for folder in folders: if self.normalize_folder_name(folder.name) in normalized_queries: results[folder.id] = FolderModel.model_validate(folder) # get children folders - children = self.get_children_folders_by_id_and_user_id( - folder.id, user_id, db=db - ) - for child in children: - results[child.id] = child + children = await self.get_children_folders_by_id_and_user_id(folder.id, user_id, db=db) + if children: + for child in children: + results[child.id] = child # Return the results as a list if not results: @@ -362,16 +356,17 @@ class FolderTable: results = list(results.values()) return results - def search_folders_by_name_contains( - self, user_id: str, query: str, db: Optional[Session] = None + async def search_folders_by_name_contains( + self, user_id: str, query: str, db: Optional[AsyncSession] = None ) -> list[FolderModel]: """ Partial match: normalized name contains (as substring) the normalized query. """ normalized_query = self.normalize_folder_name(query) results = [] - with get_db_context(db) as db: - folders = db.query(Folder).filter_by(user_id=user_id).all() + async with get_async_db_context(db) as db: + result = await db.execute(select(Folder).filter_by(user_id=user_id)) + folders = result.scalars().all() for folder in folders: norm_name = self.normalize_folder_name(folder.name) if normalized_query in norm_name: diff --git a/backend/open_webui/models/functions.py b/backend/open_webui/models/functions.py index 18916315e6..db34454b43 100644 --- a/backend/open_webui/models/functions.py +++ b/backend/open_webui/models/functions.py @@ -2,9 +2,10 @@ import logging import time from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context -from open_webui.models.users import Users, UserModel +from sqlalchemy import select, delete, update +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context +from open_webui.models.users import Users, UserModel, UserResponse from pydantic import BaseModel, ConfigDict from sqlalchemy import BigInteger, Boolean, Column, String, Text, Index @@ -12,11 +13,13 @@ log = logging.getLogger(__name__) #################### # Functions DB Schema +# Each function here is a promise made. Let no promise +# go unkept, and let none be called who cannot answer. #################### class Function(Base): - __tablename__ = "function" + __tablename__ = 'function' id = Column(String, primary_key=True, unique=True) user_id = Column(String) @@ -30,13 +33,13 @@ class Function(Base): updated_at = Column(BigInteger) created_at = Column(BigInteger) - __table_args__ = (Index("is_global_idx", "is_global"),) + __table_args__ = (Index('is_global_idx', 'is_global'),) class FunctionMeta(BaseModel): description: Optional[str] = None manifest: Optional[dict] = {} - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class FunctionModel(BaseModel): @@ -75,10 +78,6 @@ class FunctionWithValvesModel(BaseModel): #################### -class FunctionUserResponse(FunctionModel): - user: Optional[UserModel] = None - - class FunctionResponse(BaseModel): id: str user_id: str @@ -90,6 +89,12 @@ class FunctionResponse(BaseModel): updated_at: int # timestamp in epoch created_at: int # timestamp in epoch + model_config = ConfigDict(from_attributes=True) + + +class FunctionUserResponse(FunctionResponse): + user: Optional[UserResponse] = None + class FunctionForm(BaseModel): id: str @@ -103,48 +108,49 @@ class FunctionValves(BaseModel): class FunctionsTable: - def insert_new_function( + async def insert_new_function( self, user_id: str, type: str, form_data: FunctionForm, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[FunctionModel]: function = FunctionModel( **{ **form_data.model_dump(), - "user_id": user_id, - "type": type, - "updated_at": int(time.time()), - "created_at": int(time.time()), + 'user_id': user_id, + 'type': type, + 'updated_at': int(time.time()), + 'created_at': int(time.time()), } ) try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: result = Function(**function.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return FunctionModel.model_validate(result) else: return None except Exception as e: - log.exception(f"Error creating a new function: {e}") + log.exception(f'Error creating a new function: {e}') return None - def sync_functions( + async def sync_functions( self, user_id: str, functions: list[FunctionWithValvesModel], - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[FunctionWithValvesModel]: # Synchronize functions for a user by updating existing ones, inserting new ones, and removing those that are no longer present. try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Get existing functions - existing_functions = db.query(Function).all() + result = await db.execute(select(Function)) + existing_functions = result.scalars().all() existing_ids = {func.id for func in existing_functions} # Prepare a set of new function IDs @@ -153,19 +159,19 @@ class FunctionsTable: # Update or insert functions for func in functions: if func.id in existing_ids: - db.query(Function).filter_by(id=func.id).update( - { + await db.execute( + update(Function).filter_by(id=func.id).values( **func.model_dump(), - "user_id": user_id, - "updated_at": int(time.time()), - } + user_id=user_id, + updated_at=int(time.time()), + ) ) else: new_func = Function( **{ **func.model_dump(), - "user_id": user_id, - "updated_at": int(time.time()), + 'user_id': user_id, + 'updated_at': int(time.time()), } ) db.add(new_func) @@ -173,31 +179,25 @@ class FunctionsTable: # Remove functions that are no longer present for func in existing_functions: if func.id not in new_function_ids: - db.delete(func) + await db.delete(func) - db.commit() + await db.commit() - return [ - FunctionModel.model_validate(func) - for func in db.query(Function).all() - ] + result = await db.execute(select(Function)) + return [FunctionModel.model_validate(func) for func in result.scalars().all()] except Exception as e: - log.exception(f"Error syncing functions for user {user_id}: {e}") + log.exception(f'Error syncing functions for user {user_id}: {e}') return [] - def get_function_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[FunctionModel]: + async def get_function_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[FunctionModel]: try: - with get_db_context(db) as db: - function = db.get(Function, id) - return FunctionModel.model_validate(function) + async with get_async_db_context(db) as db: + function = await db.get(Function, id) + return FunctionModel.model_validate(function) if function else None except Exception: return None - def get_functions_by_ids( - self, ids: list[str], db: Optional[Session] = None - ) -> list[FunctionModel]: + async def get_functions_by_ids(self, ids: list[str], db: Optional[AsyncSession] = None) -> list[FunctionModel]: """ Batch fetch multiple functions by their IDs in a single query. Returns functions in the same order as the input IDs (None entries filtered out). @@ -205,8 +205,9 @@ class FunctionsTable: if not ids: return [] try: - with get_db_context(db) as db: - functions = db.query(Function).filter(Function.id.in_(ids)).all() + async with get_async_db_context(db) as db: + result = await db.execute(select(Function).filter(Function.id.in_(ids))) + functions = result.scalars().all() # Create a dict for O(1) lookup func_dict = {f.id: FunctionModel.model_validate(f) for f in functions} # Return in original order, filtering out any not found @@ -214,42 +215,44 @@ class FunctionsTable: except Exception: return [] - def get_functions( - self, active_only=False, include_valves=False, db: Optional[Session] = None + async def get_functions( + self, active_only=False, include_valves=False, db: Optional[AsyncSession] = None ) -> list[FunctionModel | FunctionWithValvesModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: if active_only: - functions = db.query(Function).filter_by(is_active=True).all() - + result = await db.execute(select(Function).filter_by(is_active=True)) else: - functions = db.query(Function).all() + result = await db.execute(select(Function)) + + functions = result.scalars().all() if include_valves: - return [ - FunctionWithValvesModel.model_validate(function) - for function in functions - ] + return [FunctionWithValvesModel.model_validate(function) for function in functions] else: - return [ - FunctionModel.model_validate(function) for function in functions - ] + return [FunctionModel.model_validate(function) for function in functions] - def get_function_list( - self, db: Optional[Session] = None - ) -> list[FunctionUserResponse]: - with get_db_context(db) as db: - functions = db.query(Function).order_by(Function.updated_at.desc()).all() + async def get_function_list(self, db: Optional[AsyncSession] = None) -> list[FunctionUserResponse]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Function).order_by(Function.updated_at.desc()) + ) + functions = result.scalars().all() user_ids = list(set(func.user_id for func in functions)) - users = Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] + users = await Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] users_dict = {user.id: user for user in users} return [ FunctionUserResponse.model_validate( { - **FunctionModel.model_validate(func).model_dump(), - "user": ( - users_dict.get(func.user_id).model_dump() + **FunctionResponse.model_validate(func).model_dump(), + 'user': ( + UserResponse( + id=users_dict[func.user_id].id, + name=users_dict[func.user_id].name, + role=users_dict[func.user_id].role, + email=users_dict[func.user_id].email, + ).model_dump() if func.user_id in users_dict else None ), @@ -258,59 +261,34 @@ class FunctionsTable: for func in functions ] - def get_functions_by_type( - self, type: str, active_only=False, db: Optional[Session] = None - ) -> list[FunctionModel]: - with get_db_context(db) as db: + async def get_functions_by_type(self, type: str, active_only=False, db: Optional[AsyncSession] = None) -> list[FunctionModel]: + async with get_async_db_context(db) as db: if active_only: - return [ - FunctionModel.model_validate(function) - for function in db.query(Function) - .filter_by(type=type, is_active=True) - .all() - ] + result = await db.execute(select(Function).filter_by(type=type, is_active=True)) else: - return [ - FunctionModel.model_validate(function) - for function in db.query(Function).filter_by(type=type).all() - ] + result = await db.execute(select(Function).filter_by(type=type)) + return [FunctionModel.model_validate(function) for function in result.scalars().all()] - def get_global_filter_functions( - self, db: Optional[Session] = None - ) -> list[FunctionModel]: - with get_db_context(db) as db: - return [ - FunctionModel.model_validate(function) - for function in db.query(Function) - .filter_by(type="filter", is_active=True, is_global=True) - .all() - ] + async def get_global_filter_functions(self, db: Optional[AsyncSession] = None) -> list[FunctionModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Function).filter_by(type='filter', is_active=True, is_global=True)) + return [FunctionModel.model_validate(function) for function in result.scalars().all()] - def get_global_action_functions( - self, db: Optional[Session] = None - ) -> list[FunctionModel]: - with get_db_context(db) as db: - return [ - FunctionModel.model_validate(function) - for function in db.query(Function) - .filter_by(type="action", is_active=True, is_global=True) - .all() - ] + async def get_global_action_functions(self, db: Optional[AsyncSession] = None) -> list[FunctionModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Function).filter_by(type='action', is_active=True, is_global=True)) + return [FunctionModel.model_validate(function) for function in result.scalars().all()] - def get_function_valves_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[dict]: - with get_db_context(db) as db: + async def get_function_valves_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[dict]: + async with get_async_db_context(db) as db: try: - function = db.get(Function, id) + function = await db.get(Function, id) return function.valves if function.valves else {} except Exception as e: - log.exception(f"Error getting function valves by id {id}: {e}") + log.exception(f'Error getting function valves by id {id}: {e}') return None - def get_function_valves_by_ids( - self, ids: list[str], db: Optional[Session] = None - ) -> dict[str, dict]: + async def get_function_valves_by_ids(self, ids: list[str], db: Optional[AsyncSession] = None) -> dict[str, dict]: """ Batch fetch valves for multiple functions in a single query. Returns a dict mapping function_id -> valves dict. @@ -319,37 +297,34 @@ class FunctionsTable: if not ids: return {} try: - with get_db_context(db) as db: - functions = ( - db.query(Function.id, Function.valves) - .filter(Function.id.in_(ids)) - .all() - ) + async with get_async_db_context(db) as db: + result = await db.execute(select(Function.id, Function.valves).filter(Function.id.in_(ids))) + functions = result.all() return {f.id: (f.valves if f.valves else {}) for f in functions} except Exception as e: - log.exception(f"Error batch-fetching function valves: {e}") + log.exception(f'Error batch-fetching function valves: {e}') return {} - def update_function_valves_by_id( - self, id: str, valves: dict, db: Optional[Session] = None + async def update_function_valves_by_id( + self, id: str, valves: dict, db: Optional[AsyncSession] = None ) -> Optional[FunctionValves]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: try: - function = db.get(Function, id) + function = await db.get(Function, id) function.valves = valves function.updated_at = int(time.time()) - db.commit() - db.refresh(function) + await db.commit() + await db.refresh(function) return FunctionModel.model_validate(function) except Exception: return None - def update_function_metadata_by_id( - self, id: str, metadata: dict, db: Optional[Session] = None + async def update_function_metadata_by_id( + self, id: str, metadata: dict, db: Optional[AsyncSession] = None ) -> Optional[FunctionModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: try: - function = db.get(Function, id) + function = await db.get(Function, id) if function: if function.meta: @@ -358,94 +333,88 @@ class FunctionsTable: function.meta = metadata function.updated_at = int(time.time()) - db.commit() - db.refresh(function) + await db.commit() + await db.refresh(function) return FunctionModel.model_validate(function) else: return None except Exception as e: - log.exception(f"Error updating function metadata by id {id}: {e}") + log.exception(f'Error updating function metadata by id {id}: {e}') return None - def get_user_valves_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> Optional[dict]: + async def get_user_valves_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> Optional[dict]: try: - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) user_settings = user.settings.model_dump() if user.settings else {} # Check if user has "functions" and "valves" settings - if "functions" not in user_settings: - user_settings["functions"] = {} - if "valves" not in user_settings["functions"]: - user_settings["functions"]["valves"] = {} + if 'functions' not in user_settings: + user_settings['functions'] = {} + if 'valves' not in user_settings['functions']: + user_settings['functions']['valves'] = {} - return user_settings["functions"]["valves"].get(id, {}) + return user_settings['functions']['valves'].get(id, {}) except Exception as e: - log.exception(f"Error getting user values by id {id} and user id {user_id}") + log.exception(f'Error getting user values by id {id} and user id {user_id}') return None - def update_user_valves_by_id_and_user_id( - self, id: str, user_id: str, valves: dict, db: Optional[Session] = None + async def update_user_valves_by_id_and_user_id( + self, id: str, user_id: str, valves: dict, db: Optional[AsyncSession] = None ) -> Optional[dict]: try: - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) user_settings = user.settings.model_dump() if user.settings else {} # Check if user has "functions" and "valves" settings - if "functions" not in user_settings: - user_settings["functions"] = {} - if "valves" not in user_settings["functions"]: - user_settings["functions"]["valves"] = {} + if 'functions' not in user_settings: + user_settings['functions'] = {} + if 'valves' not in user_settings['functions']: + user_settings['functions']['valves'] = {} - user_settings["functions"]["valves"][id] = valves + user_settings['functions']['valves'][id] = valves # Update the user settings in the database - Users.update_user_by_id(user_id, {"settings": user_settings}, db=db) + await Users.update_user_by_id(user_id, {'settings': user_settings}, db=db) - return user_settings["functions"]["valves"][id] + return user_settings['functions']['valves'][id] except Exception as e: - log.exception( - f"Error updating user valves by id {id} and user_id {user_id}: {e}" - ) + log.exception(f'Error updating user valves by id {id} and user_id {user_id}: {e}') return None - def update_function_by_id( - self, id: str, updated: dict, db: Optional[Session] = None - ) -> Optional[FunctionModel]: - with get_db_context(db) as db: + async def update_function_by_id(self, id: str, updated: dict, db: Optional[AsyncSession] = None) -> Optional[FunctionModel]: + async with get_async_db_context(db) as db: try: - db.query(Function).filter_by(id=id).update( - { + await db.execute( + update(Function).filter_by(id=id).values( **updated, - "updated_at": int(time.time()), - } + updated_at=int(time.time()), + ) ) - db.commit() - function = db.get(Function, id) + await db.commit() + function = await db.get(Function, id) return FunctionModel.model_validate(function) if function else None except Exception: return None - def deactivate_all_functions(self, db: Optional[Session] = None) -> Optional[bool]: - with get_db_context(db) as db: + async def deactivate_all_functions(self, db: Optional[AsyncSession] = None) -> Optional[bool]: + async with get_async_db_context(db) as db: try: - db.query(Function).update( - { - "is_active": False, - "updated_at": int(time.time()), - } + await db.execute( + update(Function).values( + is_active=False, + updated_at=int(time.time()), + ) ) - db.commit() + await db.commit() return True except Exception: return None - def delete_function_by_id(self, id: str, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: + async def delete_function_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: - db.query(Function).filter_by(id=id).delete() - db.commit() + await db.execute(delete(Function).filter_by(id=id)) + await db.commit() return True except Exception: diff --git a/backend/open_webui/models/groups.py b/backend/open_webui/models/groups.py index 4c7f456e59..bca9908580 100644 --- a/backend/open_webui/models/groups.py +++ b/backend/open_webui/models/groups.py @@ -4,8 +4,9 @@ import time from typing import Optional import uuid -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, update, func, and_, or_, cast, String +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.env import DEFAULT_GROUP_SHARE_PERMISSION from open_webui.models.files import FileMetadataResponse @@ -15,26 +16,22 @@ from pydantic import BaseModel, ConfigDict from sqlalchemy import ( BigInteger, Column, - String, Text, JSON, - and_, - func, ForeignKey, - cast, - or_, - select, ) log = logging.getLogger(__name__) #################### # UserGroup DB Schema +# Let none who belong to this house be turned away, +# and let the covenant hold for every member. #################### class Group(Base): - __tablename__ = "group" + __tablename__ = 'group' id = Column(Text, unique=True, primary_key=True) user_id = Column(Text) @@ -70,12 +67,12 @@ class GroupModel(BaseModel): class GroupMember(Base): - __tablename__ = "group_member" + __tablename__ = 'group_member' id = Column(Text, unique=True, primary_key=True) group_id = Column( Text, - ForeignKey("group.id", ondelete="CASCADE"), + ForeignKey('group.id', ondelete='CASCADE'), nullable=False, ) user_id = Column(Text, nullable=False) @@ -133,36 +130,34 @@ class GroupListResponse(BaseModel): class GroupTable: def _ensure_default_share_config(self, group_data: dict) -> dict: """Ensure the group data dict has a default share config if not already set.""" - if "data" not in group_data or group_data["data"] is None: - group_data["data"] = {} - if "config" not in group_data["data"]: - group_data["data"]["config"] = {} - if "share" not in group_data["data"]["config"]: - group_data["data"]["config"]["share"] = DEFAULT_GROUP_SHARE_PERMISSION + if 'data' not in group_data or group_data['data'] is None: + group_data['data'] = {} + if 'config' not in group_data['data']: + group_data['data']['config'] = {} + if 'share' not in group_data['data']['config']: + group_data['data']['config']['share'] = DEFAULT_GROUP_SHARE_PERMISSION return group_data - def insert_new_group( - self, user_id: str, form_data: GroupForm, db: Optional[Session] = None + async def insert_new_group( + self, user_id: str, form_data: GroupForm, db: Optional[AsyncSession] = None ) -> Optional[GroupModel]: - with get_db_context(db) as db: - group_data = self._ensure_default_share_config( - form_data.model_dump(exclude_none=True) - ) + async with get_async_db_context(db) as db: + group_data = self._ensure_default_share_config(form_data.model_dump(exclude_none=True)) group = GroupModel( **{ **group_data, - "id": str(uuid.uuid4()), - "user_id": user_id, - "created_at": int(time.time()), - "updated_at": int(time.time()), + 'id': str(uuid.uuid4()), + 'user_id': user_id, + 'created_at': int(time.time()), + 'updated_at': int(time.time()), } ) try: result = Group(**group.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return GroupModel.model_validate(result) else: @@ -171,31 +166,38 @@ class GroupTable: except Exception: return None - def get_all_groups(self, db: Optional[Session] = None) -> list[GroupModel]: - with get_db_context(db) as db: - groups = db.query(Group).order_by(Group.updated_at.desc()).all() + async def get_all_groups(self, db: Optional[AsyncSession] = None) -> list[GroupModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Group).order_by(Group.updated_at.desc())) + groups = result.scalars().all() return [GroupModel.model_validate(group) for group in groups] - def get_groups(self, filter, db: Optional[Session] = None) -> list[GroupResponse]: - with get_db_context(db) as db: + async def get_group_by_name(self, name: str, db: Optional[AsyncSession] = None) -> Optional[GroupModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Group).filter(Group.name == name)) + group = result.scalars().first() + return GroupModel.model_validate(group) if group else None + + async def get_groups(self, filter, db: Optional[AsyncSession] = None) -> list[GroupResponse]: + async with get_async_db_context(db) as db: member_count = ( select(func.count(GroupMember.user_id)) .where(GroupMember.group_id == Group.id) .correlate(Group) .scalar_subquery() - .label("member_count") + .label('member_count') ) - query = db.query(Group, member_count) + stmt = select(Group, member_count) if filter: - if "query" in filter: - query = query.filter(Group.name.ilike(f"%{filter['query']}%")) + if 'query' in filter: + stmt = stmt.filter(Group.name.ilike(f'%{filter["query"]}%')) # When share filter is present, member check is handled in the share logic - if "share" in filter: - share_value = filter["share"] - member_id = filter.get("member_id") - json_share = Group.data["config"]["share"] + if 'share' in filter: + share_value = filter['share'] + member_id = filter.get('member_id') + json_share = Group.data['config']['share'] json_share_str = json_share.as_string() json_share_lower = func.lower(json_share_str) @@ -203,191 +205,167 @@ class GroupTable: anyone_can_share = or_( Group.data.is_(None), json_share_str.is_(None), - json_share_lower == "true", - json_share_lower == "1", # Handle SQLite boolean true + json_share_lower == 'true', + json_share_lower == '1', # Handle SQLite boolean true ) if member_id: - member_groups_select = select(GroupMember.group_id).where( - GroupMember.user_id == member_id - ) + member_groups_select = select(GroupMember.group_id).where(GroupMember.user_id == member_id) members_only_and_is_member = and_( - json_share_lower == "members", + json_share_lower == 'members', Group.id.in_(member_groups_select), ) - query = query.filter( - or_(anyone_can_share, members_only_and_is_member) - ) + stmt = stmt.filter(or_(anyone_can_share, members_only_and_is_member)) else: - query = query.filter(anyone_can_share) + stmt = stmt.filter(anyone_can_share) else: - query = query.filter( - and_(Group.data.isnot(None), json_share_lower == "false") - ) + stmt = stmt.filter(and_(Group.data.isnot(None), json_share_lower == 'false')) else: # Only apply member_id filter when share filter is NOT present - if "member_id" in filter: - query = query.filter( - Group.id.in_( - select(GroupMember.group_id).where( - GroupMember.user_id == filter["member_id"] - ) - ) + if 'member_id' in filter: + stmt = stmt.filter( + Group.id.in_(select(GroupMember.group_id).where(GroupMember.user_id == filter['member_id'])) ) - results = query.order_by(Group.updated_at.desc()).all() + result = await db.execute(stmt.order_by(Group.updated_at.desc())) + rows = result.all() return [ GroupResponse.model_validate( { **GroupModel.model_validate(group).model_dump(), - "member_count": count or 0, + 'member_count': count or 0, } ) - for group, count in results + for group, count in rows ] - def search_groups( + async def search_groups( self, filter: Optional[dict] = None, skip: int = 0, limit: int = 30, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> GroupListResponse: - with get_db_context(db) as db: - query = db.query(Group) + async with get_async_db_context(db) as db: + stmt = select(Group) if filter: - if "query" in filter: - query = query.filter(Group.name.ilike(f"%{filter['query']}%")) - if "member_id" in filter: - query = query.filter( - Group.id.in_( - select(GroupMember.group_id).where( - GroupMember.user_id == filter["member_id"] - ) - ) + if 'query' in filter: + stmt = stmt.filter(Group.name.ilike(f'%{filter["query"]}%')) + if 'member_id' in filter: + stmt = stmt.filter( + Group.id.in_(select(GroupMember.group_id).where(GroupMember.user_id == filter['member_id'])) ) - if "share" in filter: - share_value = filter["share"] - query = query.filter( - Group.data.op("->>")("share") == str(share_value) - ) + if 'share' in filter: + share_value = filter['share'] + stmt = stmt.filter(Group.data.op('->>') ('share') == str(share_value)) - total = query.count() + # Get total count + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() member_count = ( select(func.count(GroupMember.user_id)) .where(GroupMember.group_id == Group.id) .correlate(Group) .scalar_subquery() - .label("member_count") + .label('member_count') ) - results = ( - query.add_columns(member_count) + result = await db.execute( + select(Group, member_count) + .where(Group.id.in_(select(stmt.subquery().c.id))) .order_by(Group.updated_at.desc()) .offset(skip) .limit(limit) - .all() ) + rows = result.all() return { - "items": [ + 'items': [ GroupResponse.model_validate( { **GroupModel.model_validate(group).model_dump(), - "member_count": count or 0, + 'member_count': count or 0, } ) - for group, count in results + for group, count in rows ], - "total": total, + 'total': total, } - def get_groups_by_member_id( - self, user_id: str, db: Optional[Session] = None - ) -> list[GroupModel]: - with get_db_context(db) as db: - return [ - GroupModel.model_validate(group) - for group in db.query(Group) + async def get_groups_by_member_id(self, user_id: str, db: Optional[AsyncSession] = None) -> list[GroupModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Group) .join(GroupMember, GroupMember.group_id == Group.id) .filter(GroupMember.user_id == user_id) .order_by(Group.updated_at.desc()) - .all() - ] + ) + return [GroupModel.model_validate(group) for group in result.scalars().all()] - def get_groups_by_member_ids( - self, user_ids: list[str], db: Optional[Session] = None + async def get_groups_by_member_ids( + self, user_ids: list[str], db: Optional[AsyncSession] = None ) -> dict[str, list[GroupModel]]: """Fetch groups for multiple users in a single query to avoid N+1.""" - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Query GroupMember joined with Group, filtering by user_ids - results = ( - db.query(GroupMember.user_id, Group) + result = await db.execute( + select(GroupMember.user_id, Group) .join(Group, Group.id == GroupMember.group_id) .filter(GroupMember.user_id.in_(user_ids)) .order_by(Group.updated_at.desc()) - .all() ) + rows = result.all() # Group groups by user_id user_groups: dict[str, list[GroupModel]] = {uid: [] for uid in user_ids} - for user_id, group in results: + for user_id, group in rows: user_groups[user_id].append(GroupModel.model_validate(group)) return user_groups - def get_group_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[GroupModel]: + async def get_group_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[GroupModel]: try: - with get_db_context(db) as db: - group = db.query(Group).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Group).filter_by(id=id)) + group = result.scalars().first() return GroupModel.model_validate(group) if group else None except Exception: return None - def get_group_user_ids_by_id( - self, id: str, db: Optional[Session] = None - ) -> list[str]: - with get_db_context(db) as db: - members = ( - db.query(GroupMember.user_id).filter(GroupMember.group_id == id).all() - ) + async def get_group_user_ids_by_id(self, id: str, db: Optional[AsyncSession] = None) -> list[str]: + async with get_async_db_context(db) as db: + result = await db.execute(select(GroupMember.user_id).filter(GroupMember.group_id == id)) + members = result.all() if not members: return [] return [m[0] for m in members] - def get_group_user_ids_by_ids( - self, group_ids: list[str], db: Optional[Session] = None - ) -> dict[str, list[str]]: - with get_db_context(db) as db: - members = ( - db.query(GroupMember.group_id, GroupMember.user_id) - .filter(GroupMember.group_id.in_(group_ids)) - .all() + async def get_group_user_ids_by_ids(self, group_ids: list[str], db: Optional[AsyncSession] = None) -> dict[str, list[str]]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(GroupMember.group_id, GroupMember.user_id).filter(GroupMember.group_id.in_(group_ids)) ) + members = result.all() - group_user_ids: dict[str, list[str]] = { - group_id: [] for group_id in group_ids - } + group_user_ids: dict[str, list[str]] = {group_id: [] for group_id in group_ids} for group_id, user_id in members: group_user_ids[group_id].append(user_id) return group_user_ids - def set_group_user_ids_by_id( - self, group_id: str, user_ids: list[str], db: Optional[Session] = None - ) -> None: - with get_db_context(db) as db: + async def set_group_user_ids_by_id(self, group_id: str, user_ids: list[str], db: Optional[AsyncSession] = None) -> None: + async with get_async_db_context(db) as db: # Delete existing members - db.query(GroupMember).filter(GroupMember.group_id == group_id).delete() + await db.execute(delete(GroupMember).filter(GroupMember.group_id == group_id)) # Insert new members now = int(time.time()) @@ -403,124 +381,116 @@ class GroupTable: ] db.add_all(new_members) - db.commit() + await db.commit() - def get_group_member_count_by_id( - self, id: str, db: Optional[Session] = None - ) -> int: - with get_db_context(db) as db: - count = ( - db.query(func.count(GroupMember.user_id)) - .filter(GroupMember.group_id == id) - .scalar() - ) + async def get_group_member_count_by_id(self, id: str, db: Optional[AsyncSession] = None) -> int: + async with get_async_db_context(db) as db: + result = await db.execute(select(func.count(GroupMember.user_id)).filter(GroupMember.group_id == id)) + count = result.scalar() return count if count else 0 - def get_group_member_counts_by_ids( - self, ids: list[str], db: Optional[Session] = None - ) -> dict[str, int]: + async def get_group_member_counts_by_ids(self, ids: list[str], db: Optional[AsyncSession] = None) -> dict[str, int]: if not ids: return {} - with get_db_context(db) as db: - rows = ( - db.query(GroupMember.group_id, func.count(GroupMember.user_id)) + async with get_async_db_context(db) as db: + result = await db.execute( + select(GroupMember.group_id, func.count(GroupMember.user_id)) .filter(GroupMember.group_id.in_(ids)) .group_by(GroupMember.group_id) - .all() ) + rows = result.all() return {group_id: count for group_id, count in rows} - def update_group_by_id( + async def update_group_by_id( self, id: str, form_data: GroupUpdateForm, overwrite: bool = False, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[GroupModel]: try: - with get_db_context(db) as db: - db.query(Group).filter_by(id=id).update( - { + async with get_async_db_context(db) as db: + await db.execute( + update(Group).filter_by(id=id).values( **form_data.model_dump(exclude_none=True), - "updated_at": int(time.time()), - } + updated_at=int(time.time()), + ) ) - db.commit() - return self.get_group_by_id(id=id, db=db) + await db.commit() + return await self.get_group_by_id(id=id, db=db) except Exception as e: log.exception(e) return None - def delete_group_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def delete_group_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - db.query(Group).filter_by(id=id).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(Group).filter_by(id=id)) + await db.commit() return True except Exception: return False - def delete_all_groups(self, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: + async def delete_all_groups(self, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: - db.query(Group).delete() - db.commit() + await db.execute(delete(Group)) + await db.commit() return True except Exception: return False - def remove_user_from_all_groups( - self, user_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: + async def remove_user_from_all_groups(self, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: # Find all groups the user belongs to - groups = ( - db.query(Group) + result = await db.execute( + select(Group) .join(GroupMember, GroupMember.group_id == Group.id) .filter(GroupMember.user_id == user_id) - .all() ) + groups = result.scalars().all() # Remove the user from each group for group in groups: - db.query(GroupMember).filter( - GroupMember.group_id == group.id, GroupMember.user_id == user_id - ).delete() - - db.query(Group).filter_by(id=group.id).update( - {"updated_at": int(time.time())} + await db.execute( + delete(GroupMember).filter( + GroupMember.group_id == group.id, GroupMember.user_id == user_id + ) ) - db.commit() + await db.execute( + update(Group).filter_by(id=group.id).values(updated_at=int(time.time())) + ) + + await db.commit() return True except Exception: - db.rollback() + await db.rollback() return False - def create_groups_by_group_names( - self, user_id: str, group_names: list[str], db: Optional[Session] = None + async def create_groups_by_group_names( + self, user_id: str, group_names: list[str], db: Optional[AsyncSession] = None ) -> list[GroupModel]: - # check for existing groups - existing_groups = self.get_all_groups(db=db) + existing_groups = await self.get_all_groups(db=db) existing_group_names = {group.name for group in existing_groups} new_groups = [] - with get_db_context(db) as db: + async with get_async_db_context(db) as db: for group_name in group_names: if group_name not in existing_group_names: new_group = GroupModel( id=str(uuid.uuid4()), user_id=user_id, name=group_name, - description="", + description='', data={ - "config": { - "share": DEFAULT_GROUP_SHARE_PERMISSION, + 'config': { + 'share': DEFAULT_GROUP_SHARE_PERMISSION, } }, created_at=int(time.time()), @@ -529,35 +499,31 @@ class GroupTable: try: result = Group(**new_group.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) new_groups.append(GroupModel.model_validate(result)) except Exception as e: log.exception(e) continue return new_groups - def sync_groups_by_group_names( - self, user_id: str, group_names: list[str], db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: + async def sync_groups_by_group_names(self, user_id: str, group_names: list[str], db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: now = int(time.time()) # 1. Groups that SHOULD contain the user - target_groups = ( - db.query(Group).filter(Group.name.in_(group_names)).all() - ) + result = await db.execute(select(Group).filter(Group.name.in_(group_names))) + target_groups = result.scalars().all() target_group_ids = {g.id for g in target_groups} # 2. Groups the user is CURRENTLY in - existing_group_ids = { - g.id - for g in db.query(Group) + result = await db.execute( + select(Group) .join(GroupMember, GroupMember.group_id == Group.id) .filter(GroupMember.user_id == user_id) - .all() - } + ) + existing_group_ids = {g.id for g in result.scalars().all()} # 3. Determine adds + removals groups_to_add = target_group_ids - existing_group_ids @@ -565,13 +531,15 @@ class GroupTable: # 4. Remove in one bulk delete if groups_to_remove: - db.query(GroupMember).filter( - GroupMember.user_id == user_id, - GroupMember.group_id.in_(groups_to_remove), - ).delete(synchronize_session=False) + await db.execute( + delete(GroupMember).filter( + GroupMember.user_id == user_id, + GroupMember.group_id.in_(groups_to_remove), + ) + ) - db.query(Group).filter(Group.id.in_(groups_to_remove)).update( - {"updated_at": now}, synchronize_session=False + await db.execute( + update(Group).filter(Group.id.in_(groups_to_remove)).values(updated_at=now) ) # 5. Bulk insert missing memberships @@ -587,27 +555,28 @@ class GroupTable: ) if groups_to_add: - db.query(Group).filter(Group.id.in_(groups_to_add)).update( - {"updated_at": now}, synchronize_session=False + await db.execute( + update(Group).filter(Group.id.in_(groups_to_add)).values(updated_at=now) ) - db.commit() + await db.commit() return True except Exception as e: log.exception(e) - db.rollback() + await db.rollback() return False - def add_users_to_group( + async def add_users_to_group( self, id: str, user_ids: Optional[list[str]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[GroupModel]: try: - with get_db_context(db) as db: - group = db.query(Group).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Group).filter_by(id=id)) + group = result.scalars().first() if not group: return None @@ -624,15 +593,14 @@ class GroupTable: updated_at=now, ) ) - db.flush() # Detect unique constraint violation early + await db.flush() # Detect unique constraint violation early except Exception: - db.rollback() # Clear failed INSERT - db.begin() # Start a new transaction + await db.rollback() # Clear failed INSERT continue # Duplicate → ignore group.updated_at = now - db.commit() - db.refresh(group) + await db.commit() + await db.refresh(group) return GroupModel.model_validate(group) @@ -640,15 +608,16 @@ class GroupTable: log.exception(e) return None - def remove_users_from_group( + async def remove_users_from_group( self, id: str, user_ids: Optional[list[str]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[GroupModel]: try: - with get_db_context(db) as db: - group = db.query(Group).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Group).filter_by(id=id)) + group = result.scalars().first() if not group: return None @@ -656,15 +625,15 @@ class GroupTable: return GroupModel.model_validate(group) # Remove users from group_member in batch - db.query(GroupMember).filter( - GroupMember.group_id == id, GroupMember.user_id.in_(user_ids) - ).delete(synchronize_session=False) + await db.execute( + delete(GroupMember).filter(GroupMember.group_id == id, GroupMember.user_id.in_(user_ids)) + ) # Update group timestamp group.updated_at = int(time.time()) - db.commit() - db.refresh(group) + await db.commit() + await db.refresh(group) return GroupModel.model_validate(group) except Exception as e: diff --git a/backend/open_webui/models/knowledge.py b/backend/open_webui/models/knowledge.py index 4212cf0fd5..68cee36c20 100644 --- a/backend/open_webui/models/knowledge.py +++ b/backend/open_webui/models/knowledge.py @@ -4,8 +4,9 @@ import time from typing import Optional import uuid -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, update, or_, func +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.models.files import ( File, @@ -27,18 +28,19 @@ from sqlalchemy import ( Text, JSON, UniqueConstraint, - or_, ) log = logging.getLogger(__name__) #################### # Knowledge DB Schema +# Let what was gathered here outlast the one who gathered it, +# and still teach when the builder is gone. #################### class Knowledge(Base): - __tablename__ = "knowledge" + __tablename__ = 'knowledge' id = Column(Text, unique=True, primary_key=True) user_id = Column(Text) @@ -70,24 +72,18 @@ class KnowledgeModel(BaseModel): class KnowledgeFile(Base): - __tablename__ = "knowledge_file" + __tablename__ = 'knowledge_file' id = Column(Text, unique=True, primary_key=True) - knowledge_id = Column( - Text, ForeignKey("knowledge.id", ondelete="CASCADE"), nullable=False - ) - file_id = Column(Text, ForeignKey("file.id", ondelete="CASCADE"), nullable=False) + knowledge_id = Column(Text, ForeignKey('knowledge.id', ondelete='CASCADE'), nullable=False) + file_id = Column(Text, ForeignKey('file.id', ondelete='CASCADE'), nullable=False) user_id = Column(Text, nullable=False) created_at = Column(BigInteger, nullable=False) updated_at = Column(BigInteger, nullable=False) - __table_args__ = ( - UniqueConstraint( - "knowledge_id", "file_id", name="uq_knowledge_file_knowledge_file" - ), - ) + __table_args__ = (UniqueConstraint('knowledge_id', 'file_id', name='uq_knowledge_file_knowledge_file'),) class KnowledgeFileModel(BaseModel): @@ -138,72 +134,61 @@ class KnowledgeFileListResponse(BaseModel): class KnowledgeTable: - def _get_access_grants( - self, knowledge_id: str, db: Optional[Session] = None - ) -> list[AccessGrantModel]: - return AccessGrants.get_grants_by_resource("knowledge", knowledge_id, db=db) + async def _get_access_grants(self, knowledge_id: str, db: Optional[AsyncSession] = None) -> list[AccessGrantModel]: + return await AccessGrants.get_grants_by_resource('knowledge', knowledge_id, db=db) - def _to_knowledge_model( + async def _to_knowledge_model( self, knowledge: Knowledge, access_grants: Optional[list[AccessGrantModel]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> KnowledgeModel: - knowledge_data = KnowledgeModel.model_validate(knowledge).model_dump( - exclude={"access_grants"} - ) - knowledge_data["access_grants"] = ( - access_grants - if access_grants is not None - else self._get_access_grants(knowledge_data["id"], db=db) + knowledge_data = KnowledgeModel.model_validate(knowledge).model_dump(exclude={'access_grants'}) + knowledge_data['access_grants'] = ( + access_grants if access_grants is not None else await self._get_access_grants(knowledge_data['id'], db=db) ) return KnowledgeModel.model_validate(knowledge_data) - def insert_new_knowledge( - self, user_id: str, form_data: KnowledgeForm, db: Optional[Session] = None + async def insert_new_knowledge( + self, user_id: str, form_data: KnowledgeForm, db: Optional[AsyncSession] = None ) -> Optional[KnowledgeModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: knowledge = KnowledgeModel( **{ - **form_data.model_dump(exclude={"access_grants"}), - "id": str(uuid.uuid4()), - "user_id": user_id, - "created_at": int(time.time()), - "updated_at": int(time.time()), - "access_grants": [], + **form_data.model_dump(exclude={'access_grants'}), + 'id': str(uuid.uuid4()), + 'user_id': user_id, + 'created_at': int(time.time()), + 'updated_at': int(time.time()), + 'access_grants': [], } ) try: - result = Knowledge(**knowledge.model_dump(exclude={"access_grants"})) + result = Knowledge(**knowledge.model_dump(exclude={'access_grants'})) db.add(result) - db.commit() - db.refresh(result) - AccessGrants.set_access_grants( - "knowledge", result.id, form_data.access_grants, db=db - ) + await db.commit() + await db.refresh(result) + await AccessGrants.set_access_grants('knowledge', result.id, form_data.access_grants, db=db) if result: - return self._to_knowledge_model(result, db=db) + return await self._to_knowledge_model(result, db=db) else: return None except Exception: return None - def get_knowledge_bases( - self, skip: int = 0, limit: int = 30, db: Optional[Session] = None + async def get_knowledge_bases( + self, skip: int = 0, limit: int = 30, db: Optional[AsyncSession] = None ) -> list[KnowledgeUserModel]: - with get_db_context(db) as db: - all_knowledge = ( - db.query(Knowledge).order_by(Knowledge.updated_at.desc()).all() - ) + async with get_async_db_context(db) as db: + result = await db.execute(select(Knowledge).order_by(Knowledge.updated_at.desc())) + all_knowledge = result.scalars().all() user_ids = list(set(knowledge.user_id for knowledge in all_knowledge)) knowledge_ids = [knowledge.id for knowledge in all_knowledge] - users = Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] + users = await Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] users_dict = {user.id: user for user in users} - grants_map = AccessGrants.get_grants_by_resources( - "knowledge", knowledge_ids, db=db - ) + grants_map = await AccessGrants.get_grants_by_resources('knowledge', knowledge_ids, db=db) knowledge_bases = [] for knowledge in all_knowledge: @@ -211,89 +196,85 @@ class KnowledgeTable: knowledge_bases.append( KnowledgeUserModel.model_validate( { - **self._to_knowledge_model( + **(await self._to_knowledge_model( knowledge, access_grants=grants_map.get(knowledge.id, []), db=db, - ).model_dump(), - "user": user.model_dump() if user else None, + )).model_dump(), + 'user': user.model_dump() if user else None, } ) ) return knowledge_bases - def search_knowledge_bases( + async def search_knowledge_bases( self, user_id: str, filter: dict, skip: int = 0, limit: int = 30, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> KnowledgeListResponse: try: - with get_db_context(db) as db: - query = db.query(Knowledge, User).outerjoin( - User, User.id == Knowledge.user_id - ) + async with get_async_db_context(db) as db: + stmt = select(Knowledge, User).outerjoin(User, User.id == Knowledge.user_id) if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: - query = query.filter( + stmt = stmt.filter( or_( - Knowledge.name.ilike(f"%{query_key}%"), - Knowledge.description.ilike(f"%{query_key}%"), - User.name.ilike(f"%{query_key}%"), - User.email.ilike(f"%{query_key}%"), - User.username.ilike(f"%{query_key}%"), + Knowledge.name.ilike(f'%{query_key}%'), + Knowledge.description.ilike(f'%{query_key}%'), + User.name.ilike(f'%{query_key}%'), + User.email.ilike(f'%{query_key}%'), + User.username.ilike(f'%{query_key}%'), ) ) - view_option = filter.get("view_option") - if view_option == "created": - query = query.filter(Knowledge.user_id == user_id) - elif view_option == "shared": - query = query.filter(Knowledge.user_id != user_id) + view_option = filter.get('view_option') + if view_option == 'created': + stmt = stmt.filter(Knowledge.user_id == user_id) + elif view_option == 'shared': + stmt = stmt.filter(Knowledge.user_id != user_id) - query = AccessGrants.has_permission_filter( + stmt = AccessGrants.has_permission_filter( db=db, - query=query, + query=stmt, DocumentModel=Knowledge, filter=filter, - resource_type="knowledge", - permission="read", + resource_type='knowledge', + permission='read', ) - query = query.order_by(Knowledge.updated_at.desc(), Knowledge.id.asc()) + stmt = stmt.order_by(Knowledge.updated_at.desc(), Knowledge.id.asc()) - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - items = query.all() + result = await db.execute(stmt) + items = result.all() knowledge_ids = [kb.id for kb, _ in items] - grants_map = AccessGrants.get_grants_by_resources( - "knowledge", knowledge_ids, db=db - ) + grants_map = await AccessGrants.get_grants_by_resources('knowledge', knowledge_ids, db=db) knowledge_bases = [] for knowledge_base, user in items: knowledge_bases.append( KnowledgeUserModel.model_validate( { - **self._to_knowledge_model( + **(await self._to_knowledge_model( knowledge_base, access_grants=grants_map.get(knowledge_base.id, []), db=db, - ).model_dump(), - "user": ( - UserModel.model_validate(user).model_dump() - if user - else None - ), + )).model_dump(), + 'user': (UserModel.model_validate(user).model_dump() if user else None), } ) ) @@ -303,169 +284,156 @@ class KnowledgeTable: print(e) return KnowledgeListResponse(items=[], total=0) - def search_knowledge_files( - self, filter: dict, skip: int = 0, limit: int = 30, db: Optional[Session] = None + async def search_knowledge_files( + self, filter: dict, skip: int = 0, limit: int = 30, db: Optional[AsyncSession] = None ) -> KnowledgeFileListResponse: """ Scalable version: search files across all knowledge bases the user has READ access to, without loading all KBs or using large IN() lists. """ try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Base query: join Knowledge → KnowledgeFile → File - query = ( - db.query(File, User, Knowledge) + stmt = ( + select(File, User, Knowledge) .join(KnowledgeFile, File.id == KnowledgeFile.file_id) .join(Knowledge, KnowledgeFile.knowledge_id == Knowledge.id) .outerjoin(User, User.id == KnowledgeFile.user_id) ) # Apply access-control directly to the joined query - # This makes the database handle filtering, even with 10k+ KBs - query = AccessGrants.has_permission_filter( + stmt = AccessGrants.has_permission_filter( db=db, - query=query, + query=stmt, DocumentModel=Knowledge, filter=filter, - resource_type="knowledge", - permission="read", + resource_type='knowledge', + permission='read', ) # Apply filename search if filter: - q = filter.get("query") + q = filter.get('query') if q: - query = query.filter(File.filename.ilike(f"%{q}%")) + stmt = stmt.filter(File.filename.ilike(f'%{q}%')) # Order by file changes - query = query.order_by(File.updated_at.desc(), File.id.asc()) + stmt = stmt.order_by(File.updated_at.desc(), File.id.asc()) # Count before pagination - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - rows = query.all() + result = await db.execute(stmt) + rows = result.all() items = [] for file, user, knowledge in rows: items.append( FileUserResponse( **FileModel.model_validate(file).model_dump(), - user=( - UserResponse( - **UserModel.model_validate(user).model_dump() - ) - if user - else None - ), - collection=self._to_knowledge_model( - knowledge, db=db - ).model_dump(), + user=(UserResponse(**UserModel.model_validate(user).model_dump()) if user else None), + collection=(await self._to_knowledge_model(knowledge, db=db)).model_dump(), ) ) return KnowledgeFileListResponse(items=items, total=total) except Exception as e: - print("search_knowledge_files error:", e) + print('search_knowledge_files error:', e) return KnowledgeFileListResponse(items=[], total=0) - def check_access_by_user_id( - self, id, user_id, permission="write", db: Optional[Session] = None - ) -> bool: - knowledge = self.get_knowledge_by_id(id, db=db) + async def check_access_by_user_id(self, id, user_id, permission='write', db: Optional[AsyncSession] = None) -> bool: + knowledge = await self.get_knowledge_by_id(id, db=db) if not knowledge: return False if knowledge.user_id == user_id: return True - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - } - return AccessGrants.has_access( + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) + user_group_ids = {group.id for group in user_groups} + return await AccessGrants.has_access( user_id=user_id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, permission=permission, user_group_ids=user_group_ids, db=db, ) - def get_knowledge_bases_by_user_id( - self, user_id: str, permission: str = "write", db: Optional[Session] = None + async def get_knowledge_bases_by_user_id( + self, user_id: str, permission: str = 'write', db: Optional[AsyncSession] = None ) -> list[KnowledgeUserModel]: - knowledge_bases = self.get_knowledge_bases(db=db) - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - } - return [ - knowledge_base - for knowledge_base in knowledge_bases - if knowledge_base.user_id == user_id - or AccessGrants.has_access( + knowledge_bases = await self.get_knowledge_bases(db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) + user_group_ids = {group.id for group in user_groups} + + result = [] + for knowledge_base in knowledge_bases: + if knowledge_base.user_id == user_id: + result.append(knowledge_base) + elif await AccessGrants.has_access( user_id=user_id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge_base.id, permission=permission, user_group_ids=user_group_ids, db=db, - ) - ] + ): + result.append(knowledge_base) + return result - def get_knowledge_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[KnowledgeModel]: + async def get_knowledge_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[KnowledgeModel]: try: - with get_db_context(db) as db: - knowledge = db.query(Knowledge).filter_by(id=id).first() - return self._to_knowledge_model(knowledge, db=db) if knowledge else None + async with get_async_db_context(db) as db: + result = await db.execute(select(Knowledge).filter_by(id=id)) + knowledge = result.scalars().first() + return await self._to_knowledge_model(knowledge, db=db) if knowledge else None except Exception: return None - def get_knowledge_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None + async def get_knowledge_by_id_and_user_id( + self, id: str, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[KnowledgeModel]: - knowledge = self.get_knowledge_by_id(id, db=db) + knowledge = await self.get_knowledge_by_id(id, db=db) if not knowledge: return None if knowledge.user_id == user_id: return knowledge - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - } - if AccessGrants.has_access( + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) + user_group_ids = {group.id for group in user_groups} + if await AccessGrants.has_access( user_id=user_id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', user_group_ids=user_group_ids, db=db, ): return knowledge return None - def get_knowledges_by_file_id( - self, file_id: str, db: Optional[Session] = None - ) -> list[KnowledgeModel]: + async def get_knowledges_by_file_id(self, file_id: str, db: Optional[AsyncSession] = None) -> list[KnowledgeModel]: try: - with get_db_context(db) as db: - knowledges = ( - db.query(Knowledge) + async with get_async_db_context(db) as db: + result = await db.execute( + select(Knowledge) .join(KnowledgeFile, Knowledge.id == KnowledgeFile.knowledge_id) .filter(KnowledgeFile.file_id == file_id) - .all() ) + knowledges = result.scalars().all() knowledge_ids = [k.id for k in knowledges] - grants_map = AccessGrants.get_grants_by_resources( - "knowledge", knowledge_ids, db=db - ) + grants_map = await AccessGrants.get_grants_by_resources('knowledge', knowledge_ids, db=db) return [ - self._to_knowledge_model( + await self._to_knowledge_model( knowledge, access_grants=grants_map.get(knowledge.id, []), db=db, @@ -475,19 +443,19 @@ class KnowledgeTable: except Exception: return [] - def search_files_by_id( + async def search_files_by_id( self, knowledge_id: str, user_id: str, filter: dict, skip: int = 0, limit: int = 30, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> KnowledgeFileListResponse: try: - with get_db_context(db) as db: - query = ( - db.query(File, User) + async with get_async_db_context(db) as db: + stmt = ( + select(File, User) .join(KnowledgeFile, File.id == KnowledgeFile.file_id) .outerjoin(User, User.id == KnowledgeFile.user_id) .filter(KnowledgeFile.knowledge_id == knowledge_id) @@ -497,58 +465,50 @@ class KnowledgeTable: primary_sort = File.updated_at.desc() if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: - query = query.filter(or_(File.filename.ilike(f"%{query_key}%"))) + stmt = stmt.filter(or_(File.filename.ilike(f'%{query_key}%'))) - view_option = filter.get("view_option") - if view_option == "created": - query = query.filter(KnowledgeFile.user_id == user_id) - elif view_option == "shared": - query = query.filter(KnowledgeFile.user_id != user_id) + view_option = filter.get('view_option') + if view_option == 'created': + stmt = stmt.filter(KnowledgeFile.user_id == user_id) + elif view_option == 'shared': + stmt = stmt.filter(KnowledgeFile.user_id != user_id) - order_by = filter.get("order_by") - direction = filter.get("direction") - is_asc = direction == "asc" + order_by = filter.get('order_by') + direction = filter.get('direction') + is_asc = direction == 'asc' - if order_by == "name": - primary_sort = ( - File.filename.asc() if is_asc else File.filename.desc() - ) - elif order_by == "created_at": - primary_sort = ( - File.created_at.asc() if is_asc else File.created_at.desc() - ) - elif order_by == "updated_at": - primary_sort = ( - File.updated_at.asc() if is_asc else File.updated_at.desc() - ) + if order_by == 'name': + primary_sort = File.filename.asc() if is_asc else File.filename.desc() + elif order_by == 'created_at': + primary_sort = File.created_at.asc() if is_asc else File.created_at.desc() + elif order_by == 'updated_at': + primary_sort = File.updated_at.asc() if is_asc else File.updated_at.desc() # Apply sort with secondary key for deterministic pagination - query = query.order_by(primary_sort, File.id.asc()) + stmt = stmt.order_by(primary_sort, File.id.asc()) # Count BEFORE pagination - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - items = query.all() + result = await db.execute(stmt) + items = result.all() files = [] for file, user in items: files.append( FileUserResponse( **FileModel.model_validate(file).model_dump(), - user=( - UserResponse( - **UserModel.model_validate(user).model_dump() - ) - if user - else None - ), + user=(UserResponse(**UserModel.model_validate(user).model_dump()) if user else None), ) ) @@ -557,55 +517,50 @@ class KnowledgeTable: print(e) return KnowledgeFileListResponse(items=[], total=0) - def get_files_by_id( - self, knowledge_id: str, db: Optional[Session] = None - ) -> list[FileModel]: + async def get_files_by_id(self, knowledge_id: str, db: Optional[AsyncSession] = None) -> list[FileModel]: try: - with get_db_context(db) as db: - files = ( - db.query(File) + async with get_async_db_context(db) as db: + result = await db.execute( + select(File) .join(KnowledgeFile, File.id == KnowledgeFile.file_id) .filter(KnowledgeFile.knowledge_id == knowledge_id) - .all() ) + files = result.scalars().all() return [FileModel.model_validate(file) for file in files] except Exception: return [] - def get_file_metadatas_by_id( - self, knowledge_id: str, db: Optional[Session] = None - ) -> list[FileMetadataResponse]: + async def get_file_metadatas_by_id(self, knowledge_id: str, db: Optional[AsyncSession] = None) -> list[FileMetadataResponse]: try: - with get_db_context(db) as db: - files = self.get_files_by_id(knowledge_id, db=db) - return [FileMetadataResponse(**file.model_dump()) for file in files] + files = await self.get_files_by_id(knowledge_id, db=db) + return [FileMetadataResponse(**file.model_dump()) for file in files] except Exception: return [] - def add_file_to_knowledge_by_id( + async def add_file_to_knowledge_by_id( self, knowledge_id: str, file_id: str, user_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[KnowledgeFileModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: knowledge_file = KnowledgeFileModel( **{ - "id": str(uuid.uuid4()), - "knowledge_id": knowledge_id, - "file_id": file_id, - "user_id": user_id, - "created_at": int(time.time()), - "updated_at": int(time.time()), + 'id': str(uuid.uuid4()), + 'knowledge_id': knowledge_id, + 'file_id': file_id, + 'user_id': user_id, + 'created_at': int(time.time()), + 'updated_at': int(time.time()), } ) try: result = KnowledgeFile(**knowledge_file.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return KnowledgeFileModel.model_validate(result) else: @@ -613,118 +568,103 @@ class KnowledgeTable: except Exception: return None - def has_file( - self, knowledge_id: str, file_id: str, db: Optional[Session] = None - ) -> bool: + async def has_file(self, knowledge_id: str, file_id: str, db: Optional[AsyncSession] = None) -> bool: """Check whether a file belongs to a knowledge base.""" try: - with get_db_context(db) as db: - return ( - db.query(KnowledgeFile) - .filter_by(knowledge_id=knowledge_id, file_id=file_id) - .first() - is not None + async with get_async_db_context(db) as db: + result = await db.execute( + select(KnowledgeFile).filter_by(knowledge_id=knowledge_id, file_id=file_id).limit(1) ) + return result.scalars().first() is not None except Exception: return False - def remove_file_from_knowledge_by_id( - self, knowledge_id: str, file_id: str, db: Optional[Session] = None - ) -> bool: + async def remove_file_from_knowledge_by_id(self, knowledge_id: str, file_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - db.query(KnowledgeFile).filter_by( - knowledge_id=knowledge_id, file_id=file_id - ).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(KnowledgeFile).filter_by(knowledge_id=knowledge_id, file_id=file_id)) + await db.commit() return True except Exception: return False - def reset_knowledge_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[KnowledgeModel]: + async def reset_knowledge_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[KnowledgeModel]: try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Delete all knowledge_file entries for this knowledge_id - db.query(KnowledgeFile).filter_by(knowledge_id=id).delete() - db.commit() + await db.execute(delete(KnowledgeFile).filter_by(knowledge_id=id)) + await db.commit() # Update the knowledge entry's updated_at timestamp - db.query(Knowledge).filter_by(id=id).update( - { - "updated_at": int(time.time()), - } + await db.execute( + update(Knowledge).filter_by(id=id).values(updated_at=int(time.time())) ) - db.commit() + await db.commit() - return self.get_knowledge_by_id(id=id, db=db) + return await self.get_knowledge_by_id(id=id, db=db) except Exception as e: log.exception(e) return None - def update_knowledge_by_id( + async def update_knowledge_by_id( self, id: str, form_data: KnowledgeForm, overwrite: bool = False, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[KnowledgeModel]: try: - with get_db_context(db) as db: - knowledge = self.get_knowledge_by_id(id=id, db=db) - db.query(Knowledge).filter_by(id=id).update( - { - **form_data.model_dump(exclude={"access_grants"}), - "updated_at": int(time.time()), - } - ) - db.commit() - if form_data.access_grants is not None: - AccessGrants.set_access_grants( - "knowledge", id, form_data.access_grants, db=db + async with get_async_db_context(db) as db: + await db.execute( + update(Knowledge).filter_by(id=id).values( + **form_data.model_dump(exclude={'access_grants'}), + updated_at=int(time.time()), ) - return self.get_knowledge_by_id(id=id, db=db) + ) + await db.commit() + if form_data.access_grants is not None: + await AccessGrants.set_access_grants('knowledge', id, form_data.access_grants, db=db) + return await self.get_knowledge_by_id(id=id, db=db) except Exception as e: log.exception(e) return None - def update_knowledge_data_by_id( - self, id: str, data: dict, db: Optional[Session] = None + async def update_knowledge_data_by_id( + self, id: str, data: dict, db: Optional[AsyncSession] = None ) -> Optional[KnowledgeModel]: try: - with get_db_context(db) as db: - knowledge = self.get_knowledge_by_id(id=id, db=db) - db.query(Knowledge).filter_by(id=id).update( - { - "data": data, - "updated_at": int(time.time()), - } + async with get_async_db_context(db) as db: + await db.execute( + update(Knowledge).filter_by(id=id).values( + data=data, + updated_at=int(time.time()), + ) ) - db.commit() - return self.get_knowledge_by_id(id=id, db=db) + await db.commit() + return await self.get_knowledge_by_id(id=id, db=db) except Exception as e: log.exception(e) return None - def delete_knowledge_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def delete_knowledge_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - AccessGrants.revoke_all_access("knowledge", id, db=db) - db.query(Knowledge).filter_by(id=id).delete() - db.commit() + async with get_async_db_context(db) as db: + await AccessGrants.revoke_all_access('knowledge', id, db=db) + await db.execute(delete(Knowledge).filter_by(id=id)) + await db.commit() return True except Exception: return False - def delete_all_knowledge(self, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: + async def delete_all_knowledge(self, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: - knowledge_ids = [row[0] for row in db.query(Knowledge.id).all()] + result = await db.execute(select(Knowledge.id)) + knowledge_ids = [row[0] for row in result.all()] for knowledge_id in knowledge_ids: - AccessGrants.revoke_all_access("knowledge", knowledge_id, db=db) - db.query(Knowledge).delete() - db.commit() + await AccessGrants.revoke_all_access('knowledge', knowledge_id, db=db) + await db.execute(delete(Knowledge)) + await db.commit() return True except Exception: diff --git a/backend/open_webui/models/memories.py b/backend/open_webui/models/memories.py index e6b70a3020..e956826800 100644 --- a/backend/open_webui/models/memories.py +++ b/backend/open_webui/models/memories.py @@ -2,18 +2,21 @@ import time import uuid from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, get_db, get_db_context +from sqlalchemy import select, delete +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, get_async_db_context from pydantic import BaseModel, ConfigDict from sqlalchemy import BigInteger, Column, String, Text #################### # Memory DB Schema +# What was learned at cost should not need to be paid +# for again. Let the memory hold. #################### class Memory(Base): - __tablename__ = "memory" + __tablename__ = 'memory' id = Column(String, primary_key=True, unique=True) user_id = Column(String) @@ -38,118 +41,112 @@ class MemoryModel(BaseModel): class MemoriesTable: - def insert_new_memory( + async def insert_new_memory( self, user_id: str, content: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[MemoryModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: id = str(uuid.uuid4()) memory = MemoryModel( **{ - "id": id, - "user_id": user_id, - "content": content, - "created_at": int(time.time()), - "updated_at": int(time.time()), + 'id': id, + 'user_id': user_id, + 'content': content, + 'created_at': int(time.time()), + 'updated_at': int(time.time()), } ) result = Memory(**memory.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return MemoryModel.model_validate(result) else: return None - def update_memory_by_id_and_user_id( + async def update_memory_by_id_and_user_id( self, id: str, user_id: str, content: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[MemoryModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: try: - memory = db.get(Memory, id) + memory = await db.get(Memory, id) if not memory or memory.user_id != user_id: return None memory.content = content memory.updated_at = int(time.time()) - db.commit() - db.refresh(memory) + await db.commit() + await db.refresh(memory) return MemoryModel.model_validate(memory) except Exception: return None - def get_memories(self, db: Optional[Session] = None) -> list[MemoryModel]: - with get_db_context(db) as db: + async def get_memories(self, db: Optional[AsyncSession] = None) -> list[MemoryModel]: + async with get_async_db_context(db) as db: try: - memories = db.query(Memory).all() + result = await db.execute(select(Memory)) + memories = result.scalars().all() return [MemoryModel.model_validate(memory) for memory in memories] except Exception: return None - def get_memories_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> list[MemoryModel]: - with get_db_context(db) as db: + async def get_memories_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> list[MemoryModel]: + async with get_async_db_context(db) as db: try: - memories = db.query(Memory).filter_by(user_id=user_id).all() + result = await db.execute(select(Memory).filter_by(user_id=user_id)) + memories = result.scalars().all() return [MemoryModel.model_validate(memory) for memory in memories] except Exception: return None - def get_memory_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[MemoryModel]: - with get_db_context(db) as db: + async def get_memory_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[MemoryModel]: + async with get_async_db_context(db) as db: try: - memory = db.get(Memory, id) - return MemoryModel.model_validate(memory) + memory = await db.get(Memory, id) + return MemoryModel.model_validate(memory) if memory else None except Exception: return None - def delete_memory_by_id(self, id: str, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: + async def delete_memory_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: - db.query(Memory).filter_by(id=id).delete() - db.commit() + await db.execute(delete(Memory).filter_by(id=id)) + await db.commit() return True except Exception: return False - def delete_memories_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: + async def delete_memories_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: - db.query(Memory).filter_by(user_id=user_id).delete() - db.commit() + await db.execute(delete(Memory).filter_by(user_id=user_id)) + await db.commit() return True except Exception: return False - def delete_memory_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> bool: - with get_db_context(db) as db: + async def delete_memory_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: try: - memory = db.get(Memory, id) + memory = await db.get(Memory, id) if not memory or memory.user_id != user_id: return None # Delete the memory - db.delete(memory) - db.commit() + await db.delete(memory) + await db.commit() return True except Exception: diff --git a/backend/open_webui/models/messages.py b/backend/open_webui/models/messages.py index 0851107b0b..c9af45ebf5 100644 --- a/backend/open_webui/models/messages.py +++ b/backend/open_webui/models/messages.py @@ -3,8 +3,9 @@ import time import uuid from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, func +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.models.tags import TagModel, Tag, Tags from open_webui.models.users import Users, User, UserNameResponse from open_webui.models.channels import Channels, ChannelMember @@ -12,7 +13,7 @@ from open_webui.models.channels import Channels, ChannelMember from pydantic import BaseModel, ConfigDict, field_validator from sqlalchemy import BigInteger, Boolean, Column, String, Text, JSON -from sqlalchemy import or_, func, select, and_, text +from sqlalchemy import or_, func, and_, text from sqlalchemy.sql import exists #################### @@ -21,7 +22,7 @@ from sqlalchemy.sql import exists class MessageReaction(Base): - __tablename__ = "message_reaction" + __tablename__ = 'message_reaction' id = Column(Text, primary_key=True, unique=True) user_id = Column(Text) message_id = Column(Text) @@ -40,7 +41,7 @@ class MessageReactionModel(BaseModel): class Message(Base): - __tablename__ = "message" + __tablename__ = 'message' id = Column(Text, primary_key=True, unique=True) user_id = Column(Text) @@ -112,7 +113,7 @@ class MessageUserResponse(MessageModel): class MessageUserSlimResponse(MessageUserResponse): data: bool | None = None - @field_validator("data", mode="before") + @field_validator('data', mode='before') def convert_data_to_bool(cls, v): # No data or not a dict → False if not isinstance(v, dict): @@ -137,248 +138,211 @@ class MessageResponse(MessageReplyToResponse): class MessageTable: - def insert_new_message( + async def insert_new_message( self, form_data: MessageForm, channel_id: str, user_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[MessageModel]: - with get_db_context(db) as db: - channel_member = Channels.join_channel(channel_id, user_id) + async with get_async_db_context(db) as db: + channel_member = await Channels.join_channel(channel_id, user_id) id = str(uuid.uuid4()) ts = int(time.time_ns()) message = MessageModel( **{ - "id": id, - "user_id": user_id, - "channel_id": channel_id, - "reply_to_id": form_data.reply_to_id, - "parent_id": form_data.parent_id, - "is_pinned": False, - "pinned_at": None, - "pinned_by": None, - "content": form_data.content, - "data": form_data.data, - "meta": form_data.meta, - "created_at": ts, - "updated_at": ts, + 'id': id, + 'user_id': user_id, + 'channel_id': channel_id, + 'reply_to_id': form_data.reply_to_id, + 'parent_id': form_data.parent_id, + 'is_pinned': False, + 'pinned_at': None, + 'pinned_by': None, + 'content': form_data.content, + 'data': form_data.data, + 'meta': form_data.meta, + 'created_at': ts, + 'updated_at': ts, } ) result = Message(**message.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) return MessageModel.model_validate(result) if result else None - def get_message_by_id( + async def get_message_by_id( self, id: str, include_thread_replies: Optional[bool] = True, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[MessageResponse]: - with get_db_context(db) as db: - message = db.get(Message, id) + async with get_async_db_context(db) as db: + message = await db.get(Message, id) if not message: return None reply_to_message = ( - self.get_message_by_id( - message.reply_to_id, include_thread_replies=False, db=db - ) + await self.get_message_by_id(message.reply_to_id, include_thread_replies=False, db=db) if message.reply_to_id else None ) - reactions = self.get_reactions_by_message_id(id, db=db) + reactions = await self.get_reactions_by_message_id(id, db=db) thread_replies = [] if include_thread_replies: - thread_replies = self.get_thread_replies_by_message_id(id, db=db) + thread_replies = await self.get_thread_replies_by_message_id(id, db=db) # Check if message was sent by webhook (webhook info in meta takes precedence) - webhook_info = message.meta.get("webhook") if message.meta else None - if webhook_info and webhook_info.get("id"): + webhook_info = message.meta.get('webhook') if message.meta else None + if webhook_info and webhook_info.get('id'): # Look up webhook by ID to get current name - webhook = Channels.get_webhook_by_id(webhook_info.get("id"), db=db) + webhook = await Channels.get_webhook_by_id(webhook_info.get('id'), db=db) if webhook: user_info = { - "id": webhook.id, - "name": webhook.name, - "role": "webhook", + 'id': webhook.id, + 'name': webhook.name, + 'role': 'webhook', } else: # Webhook was deleted, use placeholder user_info = { - "id": webhook_info.get("id"), - "name": "Deleted Webhook", - "role": "webhook", + 'id': webhook_info.get('id'), + 'name': 'Deleted Webhook', + 'role': 'webhook', } else: - user = Users.get_user_by_id(message.user_id, db=db) + user = await Users.get_user_by_id(message.user_id, db=db) user_info = user.model_dump() if user else None return MessageResponse.model_validate( { **MessageModel.model_validate(message).model_dump(), - "user": user_info, - "reply_to_message": ( - reply_to_message.model_dump() if reply_to_message else None - ), - "latest_reply_at": ( - thread_replies[0].created_at if thread_replies else None - ), - "reply_count": len(thread_replies), - "reactions": reactions, + 'user': user_info, + 'reply_to_message': (reply_to_message.model_dump() if reply_to_message else None), + 'latest_reply_at': (thread_replies[0].created_at if thread_replies else None), + 'reply_count': len(thread_replies), + 'reactions': reactions, } ) - def get_thread_replies_by_message_id( - self, id: str, db: Optional[Session] = None - ) -> list[MessageReplyToResponse]: - with get_db_context(db) as db: - all_messages = ( - db.query(Message) - .filter_by(parent_id=id) - .order_by(Message.created_at.desc()) - .all() + async def _resolve_user_info(self, message: Message, db: AsyncSession) -> Optional[dict]: + """Resolve user info from message, handling webhook messages.""" + webhook_info = message.meta.get('webhook') if message.meta else None + if webhook_info and webhook_info.get('id'): + webhook = await Channels.get_webhook_by_id(webhook_info.get('id'), db=db) + if webhook: + return { + 'id': webhook.id, + 'name': webhook.name, + 'role': 'webhook', + } + else: + return { + 'id': webhook_info.get('id'), + 'name': 'Deleted Webhook', + 'role': 'webhook', + } + return None + + async def get_thread_replies_by_message_id(self, id: str, db: Optional[AsyncSession] = None) -> list[MessageReplyToResponse]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Message).filter_by(parent_id=id).order_by(Message.created_at.desc()) ) + all_messages = result.scalars().all() messages = [] for message in all_messages: reply_to_message = ( - self.get_message_by_id( - message.reply_to_id, include_thread_replies=False, db=db - ) + await self.get_message_by_id(message.reply_to_id, include_thread_replies=False, db=db) if message.reply_to_id else None ) - webhook_info = message.meta.get("webhook") if message.meta else None - user_info = None - if webhook_info and webhook_info.get("id"): - webhook = Channels.get_webhook_by_id(webhook_info.get("id"), db=db) - if webhook: - user_info = { - "id": webhook.id, - "name": webhook.name, - "role": "webhook", - } - else: - user_info = { - "id": webhook_info.get("id"), - "name": "Deleted Webhook", - "role": "webhook", - } + user_info = await self._resolve_user_info(message, db) messages.append( MessageReplyToResponse.model_validate( { **MessageModel.model_validate(message).model_dump(), - "user": user_info, - "reply_to_message": ( - reply_to_message.model_dump() - if reply_to_message - else None - ), + 'user': user_info, + 'reply_to_message': (reply_to_message.model_dump() if reply_to_message else None), } ) ) return messages - def get_reply_user_ids_by_message_id( - self, id: str, db: Optional[Session] = None - ) -> list[str]: - with get_db_context(db) as db: - return [ - message.user_id - for message in db.query(Message).filter_by(parent_id=id).all() - ] + async def get_reply_user_ids_by_message_id(self, id: str, db: Optional[AsyncSession] = None) -> list[str]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Message.user_id).filter_by(parent_id=id)) + return [row[0] for row in result.all()] - def get_messages_by_channel_id( + async def get_messages_by_channel_id( self, channel_id: str, skip: int = 0, limit: int = 50, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[MessageReplyToResponse]: - with get_db_context(db) as db: - all_messages = ( - db.query(Message) + async with get_async_db_context(db) as db: + result = await db.execute( + select(Message) .filter_by(channel_id=channel_id, parent_id=None) .order_by(Message.created_at.desc()) .offset(skip) .limit(limit) - .all() ) + all_messages = result.scalars().all() messages = [] for message in all_messages: reply_to_message = ( - self.get_message_by_id( - message.reply_to_id, include_thread_replies=False, db=db - ) + await self.get_message_by_id(message.reply_to_id, include_thread_replies=False, db=db) if message.reply_to_id else None ) - webhook_info = message.meta.get("webhook") if message.meta else None - user_info = None - if webhook_info and webhook_info.get("id"): - webhook = Channels.get_webhook_by_id(webhook_info.get("id"), db=db) - if webhook: - user_info = { - "id": webhook.id, - "name": webhook.name, - "role": "webhook", - } - else: - user_info = { - "id": webhook_info.get("id"), - "name": "Deleted Webhook", - "role": "webhook", - } + user_info = await self._resolve_user_info(message, db) messages.append( MessageReplyToResponse.model_validate( { **MessageModel.model_validate(message).model_dump(), - "user": user_info, - "reply_to_message": ( - reply_to_message.model_dump() - if reply_to_message - else None - ), + 'user': user_info, + 'reply_to_message': (reply_to_message.model_dump() if reply_to_message else None), } ) ) return messages - def get_messages_by_parent_id( + async def get_messages_by_parent_id( self, channel_id: str, parent_id: str, skip: int = 0, limit: int = 50, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[MessageReplyToResponse]: - with get_db_context(db) as db: - message = db.get(Message, parent_id) + async with get_async_db_context(db) as db: + message = await db.get(Message, parent_id) if not message: return [] - all_messages = ( - db.query(Message) + result = await db.execute( + select(Message) .filter_by(channel_id=channel_id, parent_id=parent_id) .order_by(Message.created_at.desc()) .offset(skip) .limit(limit) - .all() ) + all_messages = list(result.scalars().all()) # If length of all_messages is less than limit, then add the parent message if len(all_messages) < limit: @@ -387,80 +351,55 @@ class MessageTable: messages = [] for message in all_messages: reply_to_message = ( - self.get_message_by_id( - message.reply_to_id, include_thread_replies=False, db=db - ) + await self.get_message_by_id(message.reply_to_id, include_thread_replies=False, db=db) if message.reply_to_id else None ) - webhook_info = message.meta.get("webhook") if message.meta else None - user_info = None - if webhook_info and webhook_info.get("id"): - webhook = Channels.get_webhook_by_id(webhook_info.get("id"), db=db) - if webhook: - user_info = { - "id": webhook.id, - "name": webhook.name, - "role": "webhook", - } - else: - user_info = { - "id": webhook_info.get("id"), - "name": "Deleted Webhook", - "role": "webhook", - } + user_info = await self._resolve_user_info(message, db) messages.append( MessageReplyToResponse.model_validate( { **MessageModel.model_validate(message).model_dump(), - "user": user_info, - "reply_to_message": ( - reply_to_message.model_dump() - if reply_to_message - else None - ), + 'user': user_info, + 'reply_to_message': (reply_to_message.model_dump() if reply_to_message else None), } ) ) return messages - def get_last_message_by_channel_id( - self, channel_id: str, db: Optional[Session] = None - ) -> Optional[MessageModel]: - with get_db_context(db) as db: - message = ( - db.query(Message) - .filter_by(channel_id=channel_id) - .order_by(Message.created_at.desc()) - .first() + async def get_last_message_by_channel_id(self, channel_id: str, db: Optional[AsyncSession] = None) -> Optional[MessageModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Message).filter_by(channel_id=channel_id).order_by(Message.created_at.desc()).limit(1) ) + message = result.scalars().first() return MessageModel.model_validate(message) if message else None - def get_pinned_messages_by_channel_id( + async def get_pinned_messages_by_channel_id( self, channel_id: str, skip: int = 0, limit: int = 50, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[MessageModel]: - with get_db_context(db) as db: - all_messages = ( - db.query(Message) + async with get_async_db_context(db) as db: + result = await db.execute( + select(Message) .filter_by(channel_id=channel_id, is_pinned=True) .order_by(Message.pinned_at.desc()) .offset(skip) .limit(limit) - .all() ) + all_messages = result.scalars().all() return [MessageModel.model_validate(message) for message in all_messages] - def update_message_by_id( - self, id: str, form_data: MessageForm, db: Optional[Session] = None + async def update_message_by_id( + self, id: str, form_data: MessageForm, db: Optional[AsyncSession] = None ) -> Optional[MessageModel]: - with get_db_context(db) as db: - message = db.get(Message, id) + async with get_async_db_context(db) as db: + message = await db.get(Message, id) message.content = form_data.content message.data = { **(message.data if message.data else {}), @@ -471,53 +410,53 @@ class MessageTable: **(form_data.meta if form_data.meta else {}), } message.updated_at = int(time.time_ns()) - db.commit() - db.refresh(message) + await db.commit() + await db.refresh(message) return MessageModel.model_validate(message) if message else None - def update_is_pinned_by_id( + async def update_is_pinned_by_id( self, id: str, is_pinned: bool, pinned_by: Optional[str] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[MessageModel]: - with get_db_context(db) as db: - message = db.get(Message, id) + async with get_async_db_context(db) as db: + message = await db.get(Message, id) message.is_pinned = is_pinned message.pinned_at = int(time.time_ns()) if is_pinned else None message.pinned_by = pinned_by if is_pinned else None - db.commit() - db.refresh(message) + await db.commit() + await db.refresh(message) return MessageModel.model_validate(message) if message else None - def get_unread_message_count( + async def get_unread_message_count( self, channel_id: str, user_id: str, last_read_at: Optional[int] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> int: - with get_db_context(db) as db: - query = db.query(Message).filter( + async with get_async_db_context(db) as db: + stmt = select(func.count(Message.id)).filter( Message.channel_id == channel_id, Message.parent_id == None, # only count top-level messages Message.created_at > (last_read_at if last_read_at else 0), ) if user_id: - query = query.filter(Message.user_id != user_id) - return query.count() + stmt = stmt.filter(Message.user_id != user_id) + result = await db.execute(stmt) + return result.scalar() - def add_reaction_to_message( - self, id: str, user_id: str, name: str, db: Optional[Session] = None + async def add_reaction_to_message( + self, id: str, user_id: str, name: str, db: Optional[AsyncSession] = None ) -> Optional[MessageReactionModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # check for existing reaction - existing_reaction = ( - db.query(MessageReaction) - .filter_by(message_id=id, user_id=user_id, name=name) - .first() + result = await db.execute( + select(MessageReaction).filter_by(message_id=id, user_id=user_id, name=name) ) + existing_reaction = result.scalars().first() if existing_reaction: return MessageReactionModel.model_validate(existing_reaction) @@ -531,102 +470,94 @@ class MessageTable: ) result = MessageReaction(**reaction.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) return MessageReactionModel.model_validate(result) if result else None - def get_reactions_by_message_id( - self, id: str, db: Optional[Session] = None - ) -> list[Reactions]: - with get_db_context(db) as db: + async def get_reactions_by_message_id(self, id: str, db: Optional[AsyncSession] = None) -> list[Reactions]: + async with get_async_db_context(db) as db: # JOIN User so all user info is fetched in one query - results = ( - db.query(MessageReaction, User) + result = await db.execute( + select(MessageReaction, User) .join(User, MessageReaction.user_id == User.id) .filter(MessageReaction.message_id == id) - .all() ) + results = result.all() reactions = {} for reaction, user in results: if reaction.name not in reactions: reactions[reaction.name] = { - "name": reaction.name, - "users": [], - "count": 0, + 'name': reaction.name, + 'users': [], + 'count': 0, } - reactions[reaction.name]["users"].append( + reactions[reaction.name]['users'].append( { - "id": user.id, - "name": user.name, + 'id': user.id, + 'name': user.name, } ) - reactions[reaction.name]["count"] += 1 + reactions[reaction.name]['count'] += 1 return [Reactions(**reaction) for reaction in reactions.values()] - def remove_reaction_by_id_and_user_id_and_name( - self, id: str, user_id: str, name: str, db: Optional[Session] = None + async def remove_reaction_by_id_and_user_id_and_name( + self, id: str, user_id: str, name: str, db: Optional[AsyncSession] = None ) -> bool: - with get_db_context(db) as db: - db.query(MessageReaction).filter_by( - message_id=id, user_id=user_id, name=name - ).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(MessageReaction).filter_by(message_id=id, user_id=user_id, name=name)) + await db.commit() return True - def delete_reactions_by_id(self, id: str, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: - db.query(MessageReaction).filter_by(message_id=id).delete() - db.commit() + async def delete_reactions_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + await db.execute(delete(MessageReaction).filter_by(message_id=id)) + await db.commit() return True - def delete_replies_by_id(self, id: str, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: - db.query(Message).filter_by(parent_id=id).delete() - db.commit() + async def delete_replies_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + await db.execute(delete(Message).filter_by(parent_id=id)) + await db.commit() return True - def delete_message_by_id(self, id: str, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: - db.query(Message).filter_by(id=id).delete() + async def delete_message_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + await db.execute(delete(Message).filter_by(id=id)) # Delete all reactions to this message - db.query(MessageReaction).filter_by(message_id=id).delete() + await db.execute(delete(MessageReaction).filter_by(message_id=id)) - db.commit() + await db.commit() return True - def search_messages_by_channel_ids( + async def search_messages_by_channel_ids( self, channel_ids: list[str], query: str, start_timestamp: Optional[int] = None, end_timestamp: Optional[int] = None, limit: int = 10, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[MessageModel]: """Search messages in specified channels by content.""" - with get_db_context(db) as db: - query_builder = db.query(Message).filter( + async with get_async_db_context(db) as db: + stmt = select(Message).filter( Message.channel_id.in_(channel_ids), - Message.content.ilike(f"%{query}%"), + Message.content.ilike(f'%{query}%'), ) if start_timestamp: - query_builder = query_builder.filter( - Message.created_at >= start_timestamp - ) + stmt = stmt.filter(Message.created_at >= start_timestamp) if end_timestamp: - query_builder = query_builder.filter( - Message.created_at <= end_timestamp - ) + stmt = stmt.filter(Message.created_at <= end_timestamp) - messages = ( - query_builder.order_by(Message.created_at.desc()).limit(limit).all() - ) + stmt = stmt.order_by(Message.created_at.desc()).limit(limit) + result = await db.execute(stmt) + messages = result.scalars().all() return [MessageModel.model_validate(msg) for msg in messages] diff --git a/backend/open_webui/models/models.py b/backend/open_webui/models/models.py index 3bffe4ddcf..4664a71b85 100755 --- a/backend/open_webui/models/models.py +++ b/backend/open_webui/models/models.py @@ -2,18 +2,16 @@ import logging import time from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, update, or_, func, String, cast +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.models.groups import Groups from open_webui.models.users import User, UserModel, Users, UserResponse from open_webui.models.access_grants import AccessGrantModel, AccessGrants -from pydantic import BaseModel, ConfigDict, Field - -from sqlalchemy import String, cast, or_, and_, func -from sqlalchemy.dialects import postgresql, sqlite +from pydantic import BaseModel, ConfigDict, Field, model_validator from sqlalchemy.dialects.postgresql import JSONB from sqlalchemy import BigInteger, Column, Text, Boolean @@ -23,18 +21,20 @@ log = logging.getLogger(__name__) #################### # Models DB Schema +# A misconfigured model wastes the time of everyone +# who trusts it. Let what is set here be set with care. #################### # ModelParams is a model for the data stored in the params field of the Model table class ModelParams(BaseModel): - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') pass # ModelMeta is a model for the data stored in the meta field of the Model table class ModelMeta(BaseModel): - profile_image_url: Optional[str] = "/static/favicon.png" + profile_image_url: Optional[str] = '/static/favicon.png' description: Optional[str] = None """ @@ -43,13 +43,26 @@ class ModelMeta(BaseModel): capabilities: Optional[dict] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') - pass + @model_validator(mode='before') + @classmethod + def normalize_tags(cls, data): + if isinstance(data, dict) and 'tags' in data: + raw_tags = data['tags'] + if isinstance(raw_tags, list): + normalized = [] + for tag in raw_tags: + if isinstance(tag, str): + normalized.append({'name': tag}) + elif isinstance(tag, dict) and 'name' in tag: + normalized.append(tag) + data['tags'] = normalized + return data class Model(Base): - __tablename__ = "model" + __tablename__ = 'model' id = Column(Text, primary_key=True, unique=True) """ @@ -139,77 +152,68 @@ class ModelForm(BaseModel): class ModelsTable: - def _get_access_grants( - self, model_id: str, db: Optional[Session] = None - ) -> list[AccessGrantModel]: - return AccessGrants.get_grants_by_resource("model", model_id, db=db) + async def _get_access_grants(self, model_id: str, db: Optional[AsyncSession] = None) -> list[AccessGrantModel]: + return await AccessGrants.get_grants_by_resource('model', model_id, db=db) - def _to_model_model( + async def _to_model_model( self, model: Model, access_grants: Optional[list[AccessGrantModel]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> ModelModel: - model_data = ModelModel.model_validate(model).model_dump( - exclude={"access_grants"} - ) - model_data["access_grants"] = ( - access_grants - if access_grants is not None - else self._get_access_grants(model_data["id"], db=db) + model_data = ModelModel.model_validate(model).model_dump(exclude={'access_grants'}) + model_data['access_grants'] = ( + access_grants if access_grants is not None else await self._get_access_grants(model_data['id'], db=db) ) return ModelModel.model_validate(model_data) - def insert_new_model( - self, form_data: ModelForm, user_id: str, db: Optional[Session] = None + async def insert_new_model( + self, form_data: ModelForm, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[ModelModel]: try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: result = Model( **{ - **form_data.model_dump(exclude={"access_grants"}), - "user_id": user_id, - "created_at": int(time.time()), - "updated_at": int(time.time()), + **form_data.model_dump(exclude={'access_grants'}), + 'user_id': user_id, + 'created_at': int(time.time()), + 'updated_at': int(time.time()), } ) db.add(result) - db.commit() - db.refresh(result) - AccessGrants.set_access_grants( - "model", result.id, form_data.access_grants, db=db - ) + await db.commit() + await db.refresh(result) + await AccessGrants.set_access_grants('model', result.id, form_data.access_grants, db=db) if result: - return self._to_model_model(result, db=db) + return await self._to_model_model(result, db=db) else: return None except Exception as e: - log.exception(f"Failed to insert a new model: {e}") + log.exception(f'Failed to insert a new model: {e}') return None - def get_all_models(self, db: Optional[Session] = None) -> list[ModelModel]: - with get_db_context(db) as db: - all_models = db.query(Model).all() + async def get_all_models(self, db: Optional[AsyncSession] = None) -> list[ModelModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Model)) + all_models = result.scalars().all() model_ids = [model.id for model in all_models] - grants_map = AccessGrants.get_grants_by_resources("model", model_ids, db=db) + grants_map = await AccessGrants.get_grants_by_resources('model', model_ids, db=db) return [ - self._to_model_model( - model, access_grants=grants_map.get(model.id, []), db=db - ) - for model in all_models + await self._to_model_model(model, access_grants=grants_map.get(model.id, []), db=db) for model in all_models ] - def get_models(self, db: Optional[Session] = None) -> list[ModelUserResponse]: - with get_db_context(db) as db: - all_models = db.query(Model).filter(Model.base_model_id != None).all() + async def get_models(self, db: Optional[AsyncSession] = None) -> list[ModelUserResponse]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Model).filter(Model.base_model_id != None)) + all_models = result.scalars().all() user_ids = list(set(model.user_id for model in all_models)) model_ids = [model.id for model in all_models] - users = Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] + users = await Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] users_dict = {user.id: user for user in users} - grants_map = AccessGrants.get_grants_by_resources("model", model_ids, db=db) + grants_map = await AccessGrants.get_grants_by_resources('model', model_ids, db=db) models = [] for model in all_models: @@ -217,184 +221,175 @@ class ModelsTable: models.append( ModelUserResponse.model_validate( { - **self._to_model_model( + **(await self._to_model_model( model, access_grants=grants_map.get(model.id, []), db=db, - ).model_dump(), - "user": user.model_dump() if user else None, + )).model_dump(), + 'user': user.model_dump() if user else None, } ) ) return models - def get_base_models(self, db: Optional[Session] = None) -> list[ModelModel]: - with get_db_context(db) as db: - all_models = db.query(Model).filter(Model.base_model_id == None).all() + async def get_base_models(self, db: Optional[AsyncSession] = None) -> list[ModelModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Model).filter(Model.base_model_id == None)) + all_models = result.scalars().all() model_ids = [model.id for model in all_models] - grants_map = AccessGrants.get_grants_by_resources("model", model_ids, db=db) + grants_map = await AccessGrants.get_grants_by_resources('model', model_ids, db=db) return [ - self._to_model_model( - model, access_grants=grants_map.get(model.id, []), db=db - ) - for model in all_models + await self._to_model_model(model, access_grants=grants_map.get(model.id, []), db=db) for model in all_models ] - def get_models_by_user_id( - self, user_id: str, permission: str = "write", db: Optional[Session] = None + async def get_models_by_user_id( + self, user_id: str, permission: str = 'write', db: Optional[AsyncSession] = None ) -> list[ModelUserResponse]: - models = self.get_models(db=db) - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - } - return [ - model - for model in models - if model.user_id == user_id - or AccessGrants.has_access( + models = await self.get_models(db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) + user_group_ids = {group.id for group in user_groups} + + result = [] + for model in models: + if model.user_id == user_id: + result.append(model) + elif await AccessGrants.has_access( user_id=user_id, - resource_type="model", + resource_type='model', resource_id=model.id, permission=permission, user_group_ids=user_group_ids, db=db, - ) - ] + ): + result.append(model) + return result - def _has_permission(self, db, query, filter: dict, permission: str = "read"): + def _has_permission(self, db, query, filter: dict, permission: str = 'read'): return AccessGrants.has_permission_filter( db=db, query=query, DocumentModel=Model, filter=filter, - resource_type="model", + resource_type='model', permission=permission, ) - def search_models( + async def search_models( self, user_id: str, filter: dict = {}, skip: int = 0, limit: int = 30, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> ModelListResponse: - with get_db_context(db) as db: - # Join GroupMember so we can order by group_id when requested - query = db.query(Model, User).outerjoin(User, User.id == Model.user_id) - query = query.filter(Model.base_model_id != None) + async with get_async_db_context(db) as db: + stmt = select(Model, User).outerjoin(User, User.id == Model.user_id) + stmt = stmt.filter(Model.base_model_id != None) if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: - query = query.filter( + stmt = stmt.filter( or_( - Model.name.ilike(f"%{query_key}%"), - Model.base_model_id.ilike(f"%{query_key}%"), - User.name.ilike(f"%{query_key}%"), - User.email.ilike(f"%{query_key}%"), - User.username.ilike(f"%{query_key}%"), + Model.name.ilike(f'%{query_key}%'), + Model.base_model_id.ilike(f'%{query_key}%'), + User.name.ilike(f'%{query_key}%'), + User.email.ilike(f'%{query_key}%'), + User.username.ilike(f'%{query_key}%'), ) ) - view_option = filter.get("view_option") - if view_option == "created": - query = query.filter(Model.user_id == user_id) - elif view_option == "shared": - query = query.filter(Model.user_id != user_id) + view_option = filter.get('view_option') + if view_option == 'created': + stmt = stmt.filter(Model.user_id == user_id) + elif view_option == 'shared': + stmt = stmt.filter(Model.user_id != user_id) # Apply access control filtering - query = self._has_permission( + stmt = self._has_permission( db, - query, + stmt, filter, - permission="read", + permission='read', ) - tag = filter.get("tag") + tag = filter.get('tag') if tag: - # TODO: This is a simple implementation and should be improved for performance - like_pattern = f'%"{tag.lower()}"%' # `"tag"` inside JSON array + like_pattern = f'%"{tag.lower()}"%' meta_text = func.lower(cast(Model.meta, String)) + stmt = stmt.filter(meta_text.like(like_pattern)) - query = query.filter(meta_text.like(like_pattern)) + order_by = filter.get('order_by') + direction = filter.get('direction') - order_by = filter.get("order_by") - direction = filter.get("direction") - - if order_by == "name": - if direction == "asc": - query = query.order_by(Model.name.asc()) + if order_by == 'name': + if direction == 'asc': + stmt = stmt.order_by(Model.name.asc()) else: - query = query.order_by(Model.name.desc()) - elif order_by == "created_at": - if direction == "asc": - query = query.order_by(Model.created_at.asc()) + stmt = stmt.order_by(Model.name.desc()) + elif order_by == 'created_at': + if direction == 'asc': + stmt = stmt.order_by(Model.created_at.asc()) else: - query = query.order_by(Model.created_at.desc()) - elif order_by == "updated_at": - if direction == "asc": - query = query.order_by(Model.updated_at.asc()) + stmt = stmt.order_by(Model.created_at.desc()) + elif order_by == 'updated_at': + if direction == 'asc': + stmt = stmt.order_by(Model.updated_at.asc()) else: - query = query.order_by(Model.updated_at.desc()) + stmt = stmt.order_by(Model.updated_at.desc()) else: - query = query.order_by(Model.created_at.desc()) + stmt = stmt.order_by(Model.created_at.desc()) # Count BEFORE pagination - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - items = query.all() + result = await db.execute(stmt) + items = result.all() model_ids = [model.id for model, _ in items] - grants_map = AccessGrants.get_grants_by_resources("model", model_ids, db=db) + grants_map = await AccessGrants.get_grants_by_resources('model', model_ids, db=db) models = [] for model, user in items: models.append( ModelUserResponse( - **self._to_model_model( + **(await self._to_model_model( model, access_grants=grants_map.get(model.id, []), db=db, - ).model_dump(), - user=( - UserResponse(**UserModel.model_validate(user).model_dump()) - if user - else None - ), + )).model_dump(), + user=(UserResponse(**UserModel.model_validate(user).model_dump()) if user else None), ) ) return ModelListResponse(items=models, total=total) - def get_model_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[ModelModel]: + async def get_model_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ModelModel]: try: - with get_db_context(db) as db: - model = db.get(Model, id) - return self._to_model_model(model, db=db) if model else None + async with get_async_db_context(db) as db: + model = await db.get(Model, id) + return await self._to_model_model(model, db=db) if model else None except Exception: return None - def get_models_by_ids( - self, ids: list[str], db: Optional[Session] = None - ) -> list[ModelModel]: + async def get_models_by_ids(self, ids: list[str], db: Optional[AsyncSession] = None) -> list[ModelModel]: try: - with get_db_context(db) as db: - models = db.query(Model).filter(Model.id.in_(ids)).all() + async with get_async_db_context(db) as db: + result = await db.execute(select(Model).filter(Model.id.in_(ids))) + models = result.scalars().all() model_ids = [model.id for model in models] - grants_map = AccessGrants.get_grants_by_resources( - "model", model_ids, db=db - ) + grants_map = await AccessGrants.get_grants_by_resources('model', model_ids, db=db) return [ - self._to_model_model( + await self._to_model_model( model, access_grants=grants_map.get(model.id, []), db=db, @@ -404,75 +399,86 @@ class ModelsTable: except Exception: return [] - def toggle_model_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[ModelModel]: - with get_db_context(db) as db: + async def toggle_model_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ModelModel]: + async with get_async_db_context(db) as db: try: - model = db.query(Model).filter_by(id=id).first() + result = await db.execute(select(Model).filter_by(id=id)) + model = result.scalars().first() if not model: return None model.is_active = not model.is_active model.updated_at = int(time.time()) - db.commit() - db.refresh(model) + await db.commit() + await db.refresh(model) - return self._to_model_model(model, db=db) + return await self._to_model_model(model, db=db) except Exception: return None - def update_model_by_id( - self, id: str, model: ModelForm, db: Optional[Session] = None - ) -> Optional[ModelModel]: + async def update_model_by_id(self, id: str, model: ModelForm, db: Optional[AsyncSession] = None) -> Optional[ModelModel]: try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # update only the fields that are present in the model - data = model.model_dump(exclude={"id", "access_grants"}) - result = db.query(Model).filter_by(id=id).update(data) + data = model.model_dump(exclude={'id', 'access_grants'}) + data['updated_at'] = int(time.time()) + await db.execute(update(Model).filter_by(id=id).values(**data)) - db.commit() + await db.commit() if model.access_grants is not None: - AccessGrants.set_access_grants( - "model", id, model.access_grants, db=db - ) + await AccessGrants.set_access_grants('model', id, model.access_grants, db=db) - return self.get_model_by_id(id, db=db) + return await self.get_model_by_id(id, db=db) except Exception as e: - log.exception(f"Failed to update the model by id {id}: {e}") + log.exception(f'Failed to update the model by id {id}: {e}') return None - def delete_model_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def update_model_updated_at_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ModelModel]: try: - with get_db_context(db) as db: - AccessGrants.revoke_all_access("model", id, db=db) - db.query(Model).filter_by(id=id).delete() - db.commit() + async with get_async_db_context(db) as db: + result = await db.execute(select(Model).filter_by(id=id)) + model_obj = result.scalars().first() + if not model_obj: + return None + model_obj.updated_at = int(time.time()) + await db.commit() + await db.refresh(model_obj) + return await self._to_model_model(model_obj, db=db) + except Exception as e: + log.exception(f'Failed to update the model updated_at by id {id}: {e}') + return None + + async def delete_model_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: + try: + async with get_async_db_context(db) as db: + await AccessGrants.revoke_all_access('model', id, db=db) + await db.execute(delete(Model).filter_by(id=id)) + await db.commit() return True except Exception: return False - def delete_all_models(self, db: Optional[Session] = None) -> bool: + async def delete_all_models(self, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - model_ids = [row[0] for row in db.query(Model.id).all()] + async with get_async_db_context(db) as db: + result = await db.execute(select(Model.id)) + model_ids = [row[0] for row in result.all()] for model_id in model_ids: - AccessGrants.revoke_all_access("model", model_id, db=db) - db.query(Model).delete() - db.commit() + await AccessGrants.revoke_all_access('model', model_id, db=db) + await db.execute(delete(Model)) + await db.commit() return True except Exception: return False - def sync_models( - self, user_id: str, models: list[ModelModel], db: Optional[Session] = None - ) -> list[ModelModel]: + async def sync_models(self, user_id: str, models: list[ModelModel], db: Optional[AsyncSession] = None) -> list[ModelModel]: try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Get existing models - existing_models = db.query(Model).all() + result = await db.execute(select(Model)) + existing_models = result.scalars().all() existing_ids = {model.id for model in existing_models} # Prepare a set of new model IDs @@ -481,41 +487,38 @@ class ModelsTable: # Update or insert models for model in models: if model.id in existing_ids: - db.query(Model).filter_by(id=model.id).update( - { - **model.model_dump(exclude={"access_grants"}), - "user_id": user_id, - "updated_at": int(time.time()), - } + await db.execute( + update(Model).filter_by(id=model.id).values( + **model.model_dump(exclude={'access_grants'}), + user_id=user_id, + updated_at=int(time.time()), + ) ) else: new_model = Model( **{ - **model.model_dump(exclude={"access_grants"}), - "user_id": user_id, - "updated_at": int(time.time()), + **model.model_dump(exclude={'access_grants'}), + 'user_id': user_id, + 'updated_at': int(time.time()), } ) db.add(new_model) - AccessGrants.set_access_grants( - "model", model.id, model.access_grants, db=db - ) + await AccessGrants.set_access_grants('model', model.id, model.access_grants, db=db) # Remove models that are no longer present for model in existing_models: if model.id not in new_model_ids: - AccessGrants.revoke_all_access("model", model.id, db=db) - db.delete(model) + await AccessGrants.revoke_all_access('model', model.id, db=db) + await db.delete(model) - db.commit() + await db.commit() - all_models = db.query(Model).all() + result = await db.execute(select(Model)) + all_models = result.scalars().all() model_ids = [model.id for model in all_models] - grants_map = AccessGrants.get_grants_by_resources( - "model", model_ids, db=db - ) + grants_map = await AccessGrants.get_grants_by_resources('model', model_ids, db=db) return [ - self._to_model_model( + await self._to_model_model( model, access_grants=grants_map.get(model.id, []), db=db, @@ -523,7 +526,7 @@ class ModelsTable: for model in all_models ] except Exception as e: - log.exception(f"Error syncing models for user {user_id}: {e}") + log.exception(f'Error syncing models for user {user_id}: {e}') return [] diff --git a/backend/open_webui/models/notes.py b/backend/open_webui/models/notes.py index ff8a3ac635..b06465c7ad 100644 --- a/backend/open_webui/models/notes.py +++ b/backend/open_webui/models/notes.py @@ -4,8 +4,9 @@ import uuid from typing import Optional from functools import lru_cache -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, get_db, get_db_context +from sqlalchemy import select, delete, update, or_, func, cast +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, get_async_db_context from open_webui.models.groups import Groups from open_webui.models.users import User, UserModel, Users, UserResponse from open_webui.models.access_grants import AccessGrantModel, AccessGrants @@ -13,7 +14,6 @@ from open_webui.models.access_grants import AccessGrantModel, AccessGrants from pydantic import BaseModel, ConfigDict, Field from sqlalchemy import BigInteger, Column, Text, JSON -from sqlalchemy import or_, func, cast #################### # Note DB Schema @@ -21,7 +21,7 @@ from sqlalchemy import or_, func, cast class Note(Base): - __tablename__ = "note" + __tablename__ = 'note' id = Column(Text, primary_key=True, unique=True) user_id = Column(Text) @@ -88,256 +88,229 @@ class NoteListResponse(BaseModel): class NoteTable: - def _get_access_grants( - self, note_id: str, db: Optional[Session] = None - ) -> list[AccessGrantModel]: - return AccessGrants.get_grants_by_resource("note", note_id, db=db) + async def _get_access_grants(self, note_id: str, db: Optional[AsyncSession] = None) -> list[AccessGrantModel]: + return await AccessGrants.get_grants_by_resource('note', note_id, db=db) - def _to_note_model( + async def _to_note_model( self, note: Note, access_grants: Optional[list[AccessGrantModel]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> NoteModel: - note_data = NoteModel.model_validate(note).model_dump(exclude={"access_grants"}) - note_data["access_grants"] = ( - access_grants - if access_grants is not None - else self._get_access_grants(note_data["id"], db=db) + note_data = NoteModel.model_validate(note).model_dump(exclude={'access_grants'}) + note_data['access_grants'] = ( + access_grants if access_grants is not None else await self._get_access_grants(note_data['id'], db=db) ) return NoteModel.model_validate(note_data) - def _has_permission(self, db, query, filter: dict, permission: str = "read"): + def _has_permission(self, db, query, filter: dict, permission: str = 'read'): return AccessGrants.has_permission_filter( db=db, query=query, DocumentModel=Note, filter=filter, - resource_type="note", + resource_type='note', permission=permission, ) - def insert_new_note( - self, user_id: str, form_data: NoteForm, db: Optional[Session] = None - ) -> Optional[NoteModel]: - with get_db_context(db) as db: + async def insert_new_note(self, user_id: str, form_data: NoteForm, db: Optional[AsyncSession] = None) -> Optional[NoteModel]: + async with get_async_db_context(db) as db: note = NoteModel( **{ - "id": str(uuid.uuid4()), - "user_id": user_id, - **form_data.model_dump(exclude={"access_grants"}), - "created_at": int(time.time_ns()), - "updated_at": int(time.time_ns()), - "access_grants": [], + 'id': str(uuid.uuid4()), + 'user_id': user_id, + **form_data.model_dump(exclude={'access_grants'}), + 'created_at': int(time.time_ns()), + 'updated_at': int(time.time_ns()), + 'access_grants': [], } ) - new_note = Note(**note.model_dump(exclude={"access_grants"})) + new_note = Note(**note.model_dump(exclude={'access_grants'})) db.add(new_note) - db.commit() - AccessGrants.set_access_grants( - "note", note.id, form_data.access_grants, db=db - ) - return self._to_note_model(new_note, db=db) + await db.commit() + await AccessGrants.set_access_grants('note', note.id, form_data.access_grants, db=db) + return await self._to_note_model(new_note, db=db) - def get_notes( - self, skip: int = 0, limit: int = 50, db: Optional[Session] = None - ) -> list[NoteModel]: - with get_db_context(db) as db: - query = db.query(Note).order_by(Note.updated_at.desc()) + async def get_notes(self, skip: int = 0, limit: int = 50, db: Optional[AsyncSession] = None) -> list[NoteModel]: + async with get_async_db_context(db) as db: + stmt = select(Note).order_by(Note.updated_at.desc()) if skip is not None: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit is not None: - query = query.limit(limit) - notes = query.all() + stmt = stmt.limit(limit) + result = await db.execute(stmt) + notes = result.scalars().all() note_ids = [note.id for note in notes] - grants_map = AccessGrants.get_grants_by_resources("note", note_ids, db=db) - return [ - self._to_note_model( - note, access_grants=grants_map.get(note.id, []), db=db - ) - for note in notes - ] + grants_map = await AccessGrants.get_grants_by_resources('note', note_ids, db=db) + return [await self._to_note_model(note, access_grants=grants_map.get(note.id, []), db=db) for note in notes] - def search_notes( + async def search_notes( self, user_id: str, filter: dict = {}, skip: int = 0, limit: int = 30, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> NoteListResponse: - with get_db_context(db) as db: - query = db.query(Note, User).outerjoin(User, User.id == Note.user_id) + async with get_async_db_context(db) as db: + stmt = select(Note, User).outerjoin(User, User.id == Note.user_id) if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: # Normalize search by removing hyphens and spaces (e.g., "todo" matches "to-do" and "to do") - normalized_query = query_key.replace("-", "").replace(" ", "") - query = query.filter( + normalized_query = query_key.replace('-', '').replace(' ', '') + stmt = stmt.filter( or_( + func.replace(func.replace(Note.title, '-', ''), ' ', '').ilike(f'%{normalized_query}%'), func.replace( - func.replace(Note.title, "-", ""), " ", "" - ).ilike(f"%{normalized_query}%"), - func.replace( - func.replace( - cast(Note.data["content"]["md"], Text), "-", "" - ), - " ", - "", - ).ilike(f"%{normalized_query}%"), + func.replace(cast(Note.data['content']['md'], Text), '-', ''), + ' ', + '', + ).ilike(f'%{normalized_query}%'), ) ) - view_option = filter.get("view_option") - if view_option == "created": - query = query.filter(Note.user_id == user_id) - elif view_option == "shared": - query = query.filter(Note.user_id != user_id) + view_option = filter.get('view_option') + if view_option == 'created': + stmt = stmt.filter(Note.user_id == user_id) + elif view_option == 'shared': + stmt = stmt.filter(Note.user_id != user_id) # Apply access control filtering - if "permission" in filter: - permission = filter["permission"] + if 'permission' in filter: + permission = filter['permission'] else: - permission = "write" + permission = 'write' - query = self._has_permission( + stmt = self._has_permission( db, - query, + stmt, filter, permission=permission, ) - order_by = filter.get("order_by") - direction = filter.get("direction") + order_by = filter.get('order_by') + direction = filter.get('direction') - if order_by == "name": - if direction == "asc": - query = query.order_by(Note.title.asc()) + if order_by == 'name': + if direction == 'asc': + stmt = stmt.order_by(Note.title.asc()) else: - query = query.order_by(Note.title.desc()) - elif order_by == "created_at": - if direction == "asc": - query = query.order_by(Note.created_at.asc()) + stmt = stmt.order_by(Note.title.desc()) + elif order_by == 'created_at': + if direction == 'asc': + stmt = stmt.order_by(Note.created_at.asc()) else: - query = query.order_by(Note.created_at.desc()) - elif order_by == "updated_at": - if direction == "asc": - query = query.order_by(Note.updated_at.asc()) + stmt = stmt.order_by(Note.created_at.desc()) + elif order_by == 'updated_at': + if direction == 'asc': + stmt = stmt.order_by(Note.updated_at.asc()) else: - query = query.order_by(Note.updated_at.desc()) + stmt = stmt.order_by(Note.updated_at.desc()) else: - query = query.order_by(Note.updated_at.desc()) + stmt = stmt.order_by(Note.updated_at.desc()) else: - query = query.order_by(Note.updated_at.desc()) + stmt = stmt.order_by(Note.updated_at.desc()) # Count BEFORE pagination - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - items = query.all() + result = await db.execute(stmt) + items = result.all() note_ids = [note.id for note, _ in items] - grants_map = AccessGrants.get_grants_by_resources("note", note_ids, db=db) + grants_map = await AccessGrants.get_grants_by_resources('note', note_ids, db=db) notes = [] for note, user in items: notes.append( NoteUserResponse( - **self._to_note_model( + **(await self._to_note_model( note, access_grants=grants_map.get(note.id, []), db=db, - ).model_dump(), - user=( - UserResponse(**UserModel.model_validate(user).model_dump()) - if user - else None - ), + )).model_dump(), + user=(UserResponse(**UserModel.model_validate(user).model_dump()) if user else None), ) ) return NoteListResponse(items=notes, total=total) - def get_notes_by_user_id( + async def get_notes_by_user_id( self, user_id: str, - permission: str = "read", + permission: str = 'read', skip: int = 0, limit: int = 50, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[NoteModel]: - with get_db_context(db) as db: - user_group_ids = [ - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - ] + async with get_async_db_context(db) as db: + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) + user_group_ids = [group.id for group in user_groups] - query = db.query(Note).order_by(Note.updated_at.desc()) - query = self._has_permission( - db, query, {"user_id": user_id, "group_ids": user_group_ids}, permission - ) + stmt = select(Note).order_by(Note.updated_at.desc()) + stmt = self._has_permission(db, stmt, {'user_id': user_id, 'group_ids': user_group_ids}, permission) if skip is not None: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit is not None: - query = query.limit(limit) + stmt = stmt.limit(limit) - notes = query.all() + result = await db.execute(stmt) + notes = result.scalars().all() note_ids = [note.id for note in notes] - grants_map = AccessGrants.get_grants_by_resources("note", note_ids, db=db) - return [ - self._to_note_model( - note, access_grants=grants_map.get(note.id, []), db=db - ) - for note in notes - ] + grants_map = await AccessGrants.get_grants_by_resources('note', note_ids, db=db) + return [await self._to_note_model(note, access_grants=grants_map.get(note.id, []), db=db) for note in notes] - def get_note_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[NoteModel]: - with get_db_context(db) as db: - note = db.query(Note).filter(Note.id == id).first() - return self._to_note_model(note, db=db) if note else None + async def get_note_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[NoteModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Note).filter(Note.id == id)) + note = result.scalars().first() + return await self._to_note_model(note, db=db) if note else None - def update_note_by_id( - self, id: str, form_data: NoteUpdateForm, db: Optional[Session] = None + async def update_note_by_id( + self, id: str, form_data: NoteUpdateForm, db: Optional[AsyncSession] = None ) -> Optional[NoteModel]: - with get_db_context(db) as db: - note = db.query(Note).filter(Note.id == id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Note).filter(Note.id == id)) + note = result.scalars().first() if not note: return None form_data = form_data.model_dump(exclude_unset=True) - if "title" in form_data: - note.title = form_data["title"] - if "data" in form_data: - note.data = {**note.data, **form_data["data"]} - if "meta" in form_data: - note.meta = {**note.meta, **form_data["meta"]} + if 'title' in form_data: + note.title = form_data['title'] + if 'data' in form_data: + note.data = {**note.data, **form_data['data']} + if 'meta' in form_data: + note.meta = {**note.meta, **form_data['meta']} - if "access_grants" in form_data: - AccessGrants.set_access_grants( - "note", id, form_data["access_grants"], db=db - ) + if 'access_grants' in form_data: + await AccessGrants.set_access_grants('note', id, form_data['access_grants'], db=db) note.updated_at = int(time.time_ns()) - db.commit() - return self._to_note_model(note, db=db) if note else None + await db.commit() + return await self._to_note_model(note, db=db) if note else None - def delete_note_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def delete_note_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - AccessGrants.revoke_all_access("note", id, db=db) - db.query(Note).filter(Note.id == id).delete() - db.commit() + async with get_async_db_context(db) as db: + await AccessGrants.revoke_all_access('note', id, db=db) + await db.execute(delete(Note).filter(Note.id == id)) + await db.commit() return True except Exception: return False diff --git a/backend/open_webui/models/oauth_sessions.py b/backend/open_webui/models/oauth_sessions.py index c9110d3267..c8ff569f27 100644 --- a/backend/open_webui/models/oauth_sessions.py +++ b/backend/open_webui/models/oauth_sessions.py @@ -8,8 +8,9 @@ import json from cryptography.fernet import Fernet -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, get_db, get_db_context +from sqlalchemy import select, delete, update +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, get_async_db_context from open_webui.env import OAUTH_SESSION_TOKEN_ENCRYPTION_KEY from pydantic import BaseModel, ConfigDict @@ -23,23 +24,21 @@ log = logging.getLogger(__name__) class OAuthSession(Base): - __tablename__ = "oauth_session" + __tablename__ = 'oauth_session' id = Column(Text, primary_key=True, unique=True) user_id = Column(Text, nullable=False) provider = Column(Text, nullable=False) - token = Column( - Text, nullable=False - ) # JSON with access_token, id_token, refresh_token + token = Column(Text, nullable=False) # JSON with access_token, id_token, refresh_token expires_at = Column(BigInteger, nullable=False) created_at = Column(BigInteger, nullable=False) updated_at = Column(BigInteger, nullable=False) # Add indexes for better performance __table_args__ = ( - Index("idx_oauth_session_user_id", "user_id"), - Index("idx_oauth_session_expires_at", "expires_at"), - Index("idx_oauth_session_user_provider", "user_id", "provider"), + Index('idx_oauth_session_user_id', 'user_id'), + Index('idx_oauth_session_expires_at', 'expires_at'), + Index('idx_oauth_session_user_provider', 'user_id', 'provider'), ) @@ -71,7 +70,7 @@ class OAuthSessionTable: def __init__(self): self.encryption_key = OAUTH_SESSION_TOKEN_ENCRYPTION_KEY if not self.encryption_key: - raise Exception("OAUTH_SESSION_TOKEN_ENCRYPTION_KEY is not set") + raise Exception('OAUTH_SESSION_TOKEN_ENCRYPTION_KEY is not set') # check if encryption key is in the right format for Fernet (32 url-safe base64-encoded bytes) if len(self.encryption_key) != 44: @@ -83,7 +82,7 @@ class OAuthSessionTable: try: self.fernet = Fernet(self.encryption_key) except Exception as e: - log.error(f"Error initializing Fernet with provided key: {e}") + log.error(f'Error initializing Fernet with provided key: {e}') raise def _encrypt_token(self, token) -> str: @@ -93,7 +92,7 @@ class OAuthSessionTable: encrypted = self.fernet.encrypt(token_json.encode()).decode() return encrypted except Exception as e: - log.error(f"Error encrypting tokens: {e}") + log.error(f'Error encrypting tokens: {e}') raise def _decrypt_token(self, token: str): @@ -102,200 +101,228 @@ class OAuthSessionTable: decrypted = self.fernet.decrypt(token.encode()).decode() return json.loads(decrypted) except Exception as e: - log.error(f"Error decrypting tokens: {type(e).__name__}: {e}") + log.error(f'Error decrypting tokens: {type(e).__name__}: {e}') raise - def create_session( + async def create_session( self, user_id: str, provider: str, token: dict, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[OAuthSessionModel]: """Create a new OAuth session""" try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: current_time = int(time.time()) id = str(uuid.uuid4()) result = OAuthSession( **{ - "id": id, - "user_id": user_id, - "provider": provider, - "token": self._encrypt_token(token), - "expires_at": token.get("expires_at"), - "created_at": current_time, - "updated_at": current_time, + 'id': id, + 'user_id': user_id, + 'provider': provider, + 'token': self._encrypt_token(token), + 'expires_at': token.get('expires_at'), + 'created_at': current_time, + 'updated_at': current_time, } ) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: - db.expunge(result) # Detach so dict swap is never flushed - result.token = token # Return decrypted token - return OAuthSessionModel.model_validate(result) + # Make a copy of the model data before closing session + model = OAuthSessionModel( + id=result.id, + user_id=result.user_id, + provider=result.provider, + token=token, # Return decrypted token + expires_at=result.expires_at, + created_at=result.created_at, + updated_at=result.updated_at, + ) + return model else: return None except Exception as e: - log.error(f"Error creating OAuth session: {e}") + log.error(f'Error creating OAuth session: {e}') return None - def get_session_by_id( - self, session_id: str, db: Optional[Session] = None - ) -> Optional[OAuthSessionModel]: + async def get_session_by_id(self, session_id: str, db: Optional[AsyncSession] = None) -> Optional[OAuthSessionModel]: """Get OAuth session by ID""" try: - with get_db_context(db) as db: - session = db.query(OAuthSession).filter_by(id=session_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(OAuthSession).filter_by(id=session_id)) + session = result.scalars().first() if session: - db.expunge(session) - session.token = self._decrypt_token(session.token) - return OAuthSessionModel.model_validate(session) + return OAuthSessionModel( + id=session.id, + user_id=session.user_id, + provider=session.provider, + token=self._decrypt_token(session.token), + expires_at=session.expires_at, + created_at=session.created_at, + updated_at=session.updated_at, + ) return None except Exception as e: - log.error(f"Error getting OAuth session by ID: {e}") + log.error(f'Error getting OAuth session by ID: {e}') return None - def get_session_by_id_and_user_id( - self, session_id: str, user_id: str, db: Optional[Session] = None + async def get_session_by_id_and_user_id( + self, session_id: str, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[OAuthSessionModel]: """Get OAuth session by ID and user ID""" try: - with get_db_context(db) as db: - session = ( - db.query(OAuthSession) - .filter_by(id=session_id, user_id=user_id) - .first() - ) + async with get_async_db_context(db) as db: + result = await db.execute(select(OAuthSession).filter_by(id=session_id, user_id=user_id)) + session = result.scalars().first() if session: - db.expunge(session) - session.token = self._decrypt_token(session.token) - return OAuthSessionModel.model_validate(session) + return OAuthSessionModel( + id=session.id, + user_id=session.user_id, + provider=session.provider, + token=self._decrypt_token(session.token), + expires_at=session.expires_at, + created_at=session.created_at, + updated_at=session.updated_at, + ) return None except Exception as e: - log.error(f"Error getting OAuth session by ID: {e}") + log.error(f'Error getting OAuth session by ID: {e}') return None - def get_session_by_provider_and_user_id( - self, provider: str, user_id: str, db: Optional[Session] = None + async def get_session_by_provider_and_user_id( + self, provider: str, user_id: str, db: Optional[AsyncSession] = None ) -> Optional[OAuthSessionModel]: """Get OAuth session by provider and user ID""" try: - with get_db_context(db) as db: - session = ( - db.query(OAuthSession) + async with get_async_db_context(db) as db: + result = await db.execute( + select(OAuthSession) .filter_by(provider=provider, user_id=user_id) .order_by(OAuthSession.created_at.desc()) - .first() ) + session = result.scalars().first() if session: - db.expunge(session) - session.token = self._decrypt_token(session.token) - return OAuthSessionModel.model_validate(session) + return OAuthSessionModel( + id=session.id, + user_id=session.user_id, + provider=session.provider, + token=self._decrypt_token(session.token), + expires_at=session.expires_at, + created_at=session.created_at, + updated_at=session.updated_at, + ) return None except Exception as e: - log.error(f"Error getting OAuth session by provider and user ID: {e}") + log.error(f'Error getting OAuth session by provider and user ID: {e}') return None - def get_sessions_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> List[OAuthSessionModel]: + async def get_sessions_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> List[OAuthSessionModel]: """Get all OAuth sessions for a user""" try: - with get_db_context(db) as db: - sessions = db.query(OAuthSession).filter_by(user_id=user_id).all() + async with get_async_db_context(db) as db: + result = await db.execute(select(OAuthSession).filter_by(user_id=user_id)) + sessions = result.scalars().all() results = [] for session in sessions: try: - db.expunge(session) - session.token = self._decrypt_token(session.token) - results.append(OAuthSessionModel.model_validate(session)) + results.append(OAuthSessionModel( + id=session.id, + user_id=session.user_id, + provider=session.provider, + token=self._decrypt_token(session.token), + expires_at=session.expires_at, + created_at=session.created_at, + updated_at=session.updated_at, + )) except Exception as e: log.warning( - f"Skipping OAuth session {session.id} due to decryption failure, deleting corrupted session: {type(e).__name__}: {e}" + f'Skipping OAuth session {session.id} due to decryption failure, deleting corrupted session: {type(e).__name__}: {e}' ) - db.query(OAuthSession).filter_by(id=session.id).delete() - db.commit() + await db.execute(delete(OAuthSession).filter_by(id=session.id)) + await db.commit() return results except Exception as e: - log.error(f"Error getting OAuth sessions by user ID: {e}") + log.error(f'Error getting OAuth sessions by user ID: {e}') return [] - def update_session_by_id( - self, session_id: str, token: dict, db: Optional[Session] = None + async def update_session_by_id( + self, session_id: str, token: dict, db: Optional[AsyncSession] = None ) -> Optional[OAuthSessionModel]: """Update OAuth session tokens""" try: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: current_time = int(time.time()) - db.query(OAuthSession).filter_by(id=session_id).update( - { - "token": self._encrypt_token(token), - "expires_at": token.get("expires_at"), - "updated_at": current_time, - } + await db.execute( + update(OAuthSession).filter_by(id=session_id).values( + token=self._encrypt_token(token), + expires_at=token.get('expires_at'), + updated_at=current_time, + ) ) - db.commit() - session = db.query(OAuthSession).filter_by(id=session_id).first() + await db.commit() + result = await db.execute(select(OAuthSession).filter_by(id=session_id)) + session = result.scalars().first() if session: - db.expunge(session) - session.token = self._decrypt_token(session.token) - return OAuthSessionModel.model_validate(session) + return OAuthSessionModel( + id=session.id, + user_id=session.user_id, + provider=session.provider, + token=self._decrypt_token(session.token), + expires_at=session.expires_at, + created_at=session.created_at, + updated_at=session.updated_at, + ) return None except Exception as e: - log.error(f"Error updating OAuth session tokens: {e}") + log.error(f'Error updating OAuth session tokens: {e}') return None - def delete_session_by_id( - self, session_id: str, db: Optional[Session] = None - ) -> bool: + async def delete_session_by_id(self, session_id: str, db: Optional[AsyncSession] = None) -> bool: """Delete an OAuth session""" try: - with get_db_context(db) as db: - result = db.query(OAuthSession).filter_by(id=session_id).delete() - db.commit() - return result > 0 + async with get_async_db_context(db) as db: + result = await db.execute(delete(OAuthSession).filter_by(id=session_id)) + await db.commit() + return result.rowcount > 0 except Exception as e: - log.error(f"Error deleting OAuth session: {e}") + log.error(f'Error deleting OAuth session: {e}') return False - def delete_sessions_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> bool: + async def delete_sessions_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> bool: """Delete all OAuth sessions for a user""" try: - with get_db_context(db) as db: - result = db.query(OAuthSession).filter_by(user_id=user_id).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(OAuthSession).filter_by(user_id=user_id)) + await db.commit() return True except Exception as e: - log.error(f"Error deleting OAuth sessions by user ID: {e}") + log.error(f'Error deleting OAuth sessions by user ID: {e}') return False - def delete_sessions_by_provider( - self, provider: str, db: Optional[Session] = None - ) -> bool: + async def delete_sessions_by_provider(self, provider: str, db: Optional[AsyncSession] = None) -> bool: """Delete all OAuth sessions for a provider""" try: - with get_db_context(db) as db: - db.query(OAuthSession).filter_by(provider=provider).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(OAuthSession).filter_by(provider=provider)) + await db.commit() return True except Exception as e: - log.error(f"Error deleting OAuth sessions by provider {provider}: {e}") + log.error(f'Error deleting OAuth sessions by provider {provider}: {e}') return False diff --git a/backend/open_webui/models/prompt_history.py b/backend/open_webui/models/prompt_history.py index 91ca4cb445..5d0f4a65b2 100644 --- a/backend/open_webui/models/prompt_history.py +++ b/backend/open_webui/models/prompt_history.py @@ -6,8 +6,9 @@ from typing import Optional import json import difflib -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, get_db_context +from sqlalchemy import select, delete, func +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, get_async_db_context from open_webui.models.users import Users, UserResponse from pydantic import BaseModel, ConfigDict @@ -19,7 +20,7 @@ from sqlalchemy import BigInteger, Column, Text, JSON, Index class PromptHistory(Base): - __tablename__ = "prompt_history" + __tablename__ = 'prompt_history' id = Column(Text, primary_key=True) prompt_id = Column(Text, nullable=False, index=True) @@ -49,17 +50,17 @@ class PromptHistoryResponse(PromptHistoryModel): class PromptHistoryTable: - def create_history_entry( + async def create_history_entry( self, prompt_id: str, snapshot: dict, user_id: str, parent_id: Optional[str] = None, commit_message: Optional[str] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[PromptHistoryModel]: """Create a new history entry (commit) for a prompt.""" - with get_db_context(db) as db: + async with get_async_db_context(db) as db: history = PromptHistory( id=str(uuid.uuid4()), prompt_id=prompt_id, @@ -70,101 +71,96 @@ class PromptHistoryTable: created_at=int(time.time()), ) db.add(history) - db.commit() - db.refresh(history) + await db.commit() + await db.refresh(history) return PromptHistoryModel.model_validate(history) - def get_history_by_prompt_id( + async def get_history_by_prompt_id( self, prompt_id: str, limit: int = 50, offset: int = 0, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[PromptHistoryResponse]: """Get all history entries for a prompt, ordered by created_at desc.""" - with get_db_context(db) as db: - entries = ( - db.query(PromptHistory) + async with get_async_db_context(db) as db: + result = await db.execute( + select(PromptHistory) .filter(PromptHistory.prompt_id == prompt_id) .order_by(PromptHistory.created_at.desc()) .offset(offset) .limit(limit) - .all() ) + entries = result.scalars().all() # Get user info for each entry user_ids = list(set(e.user_id for e in entries)) - users = Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] + users = await Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] users_dict = {user.id: user for user in users} return [ PromptHistoryResponse( **PromptHistoryModel.model_validate(entry).model_dump(), - user=( - users_dict.get(entry.user_id).model_dump() - if users_dict.get(entry.user_id) - else None - ), + user=(users_dict.get(entry.user_id).model_dump() if users_dict.get(entry.user_id) else None), ) for entry in entries ] - def get_history_entry_by_id( + async def get_history_entry_by_id( self, history_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[PromptHistoryModel]: """Get a specific history entry by ID.""" - with get_db_context(db) as db: - entry = ( - db.query(PromptHistory).filter(PromptHistory.id == history_id).first() - ) + async with get_async_db_context(db) as db: + result = await db.execute(select(PromptHistory).filter(PromptHistory.id == history_id)) + entry = result.scalars().first() if entry: return PromptHistoryModel.model_validate(entry) return None - def get_latest_history_entry( + async def get_latest_history_entry( self, prompt_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[PromptHistoryModel]: """Get the most recent history entry for a prompt.""" - with get_db_context(db) as db: - entry = ( - db.query(PromptHistory) + async with get_async_db_context(db) as db: + result = await db.execute( + select(PromptHistory) .filter(PromptHistory.prompt_id == prompt_id) .order_by(PromptHistory.created_at.desc()) - .first() + .limit(1) ) + entry = result.scalars().first() if entry: return PromptHistoryModel.model_validate(entry) return None - def get_history_count( + async def get_history_count( self, prompt_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> int: """Get the number of history entries for a prompt.""" - with get_db_context(db) as db: - return ( - db.query(PromptHistory) - .filter(PromptHistory.prompt_id == prompt_id) - .count() + async with get_async_db_context(db) as db: + result = await db.execute( + select(func.count()).select_from(PromptHistory).filter(PromptHistory.prompt_id == prompt_id) ) + return result.scalar() - def compute_diff( + async def compute_diff( self, from_id: str, to_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[dict]: """Compute diff between two history entries.""" - with get_db_context(db) as db: - from_entry = ( - db.query(PromptHistory).filter(PromptHistory.id == from_id).first() - ) - to_entry = db.query(PromptHistory).filter(PromptHistory.id == to_id).first() + async with get_async_db_context(db) as db: + result_from = await db.execute(select(PromptHistory).filter(PromptHistory.id == from_id)) + from_entry = result_from.scalars().first() + result_to = await db.execute(select(PromptHistory).filter(PromptHistory.id == to_id)) + to_entry = result_to.scalars().first() if not from_entry or not to_entry: return None @@ -173,61 +169,61 @@ class PromptHistoryTable: to_snapshot = to_entry.snapshot # Compute diff for content field - from_content = from_snapshot.get("content", "") - to_content = to_snapshot.get("content", "") + from_content = from_snapshot.get('content', '') + to_content = to_snapshot.get('content', '') diff_lines = list( difflib.unified_diff( from_content.splitlines(keepends=True), to_content.splitlines(keepends=True), - fromfile=f"v{from_id[:8]}", - tofile=f"v{to_id[:8]}", - lineterm="", + fromfile=f'v{from_id[:8]}', + tofile=f'v{to_id[:8]}', + lineterm='', ) ) return { - "from_id": from_id, - "to_id": to_id, - "from_snapshot": from_snapshot, - "to_snapshot": to_snapshot, - "content_diff": diff_lines, - "name_changed": from_snapshot.get("name") != to_snapshot.get("name"), + 'from_id': from_id, + 'to_id': to_id, + 'from_snapshot': from_snapshot, + 'to_snapshot': to_snapshot, + 'content_diff': diff_lines, + 'name_changed': from_snapshot.get('name') != to_snapshot.get('name'), } - def delete_history_by_prompt_id( + async def delete_history_by_prompt_id( self, prompt_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> bool: """Delete all history entries for a prompt.""" - with get_db_context(db) as db: - db.query(PromptHistory).filter( - PromptHistory.prompt_id == prompt_id - ).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(PromptHistory).filter(PromptHistory.prompt_id == prompt_id)) + await db.commit() return True - def delete_history_entry( + async def delete_history_entry( self, history_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> bool: """Delete a history entry and reparent its children to grandparent.""" - with get_db_context(db) as db: - entry = db.query(PromptHistory).filter_by(id=history_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(PromptHistory).filter_by(id=history_id)) + entry = result.scalars().first() if not entry: return False # Find children that reference this entry as parent - children = db.query(PromptHistory).filter_by(parent_id=history_id).all() + children_result = await db.execute(select(PromptHistory).filter_by(parent_id=history_id)) + children = children_result.scalars().all() # Reparent children to grandparent for child in children: child.parent_id = entry.parent_id - db.delete(entry) - db.commit() + await db.delete(entry) + await db.commit() return True diff --git a/backend/open_webui/models/prompts.py b/backend/open_webui/models/prompts.py index e32621f4e5..7250d1901e 100644 --- a/backend/open_webui/models/prompts.py +++ b/backend/open_webui/models/prompts.py @@ -2,24 +2,27 @@ import time import uuid from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, update, or_, func, cast, String +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.models.groups import Groups -from open_webui.models.users import Users, UserResponse +from open_webui.models.users import Users, User, UserModel, UserResponse from open_webui.models.prompt_history import PromptHistories from open_webui.models.access_grants import AccessGrantModel, AccessGrants from pydantic import BaseModel, ConfigDict, Field -from sqlalchemy import BigInteger, Boolean, Column, String, Text, JSON, or_, func, cast +from sqlalchemy import BigInteger, Boolean, Column, Text, JSON #################### # Prompts DB Schema +# Every word here was weighed before it was set down. +# Let the weight not be wasted when it is spoken aloud. #################### class Prompt(Base): - __tablename__ = "prompt" + __tablename__ = 'prompt' id = Column(Text, primary_key=True) command = Column(String, unique=True, index=True) @@ -77,7 +80,6 @@ class PromptAccessListResponse(BaseModel): class PromptForm(BaseModel): - command: str name: str # Changed from title content: str @@ -91,29 +93,23 @@ class PromptForm(BaseModel): class PromptsTable: - def _get_access_grants( - self, prompt_id: str, db: Optional[Session] = None - ) -> list[AccessGrantModel]: - return AccessGrants.get_grants_by_resource("prompt", prompt_id, db=db) + async def _get_access_grants(self, prompt_id: str, db: Optional[AsyncSession] = None) -> list[AccessGrantModel]: + return await AccessGrants.get_grants_by_resource('prompt', prompt_id, db=db) - def _to_prompt_model( + async def _to_prompt_model( self, prompt: Prompt, access_grants: Optional[list[AccessGrantModel]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> PromptModel: - prompt_data = PromptModel.model_validate(prompt).model_dump( - exclude={"access_grants"} - ) - prompt_data["access_grants"] = ( - access_grants - if access_grants is not None - else self._get_access_grants(prompt_data["id"], db=db) + prompt_data = PromptModel.model_validate(prompt).model_dump(exclude={'access_grants'}) + prompt_data['access_grants'] = ( + access_grants if access_grants is not None else await self._get_access_grants(prompt_data['id'], db=db) ) return PromptModel.model_validate(prompt_data) - def insert_new_prompt( - self, user_id: str, form_data: PromptForm, db: Optional[Session] = None + async def insert_new_prompt( + self, user_id: str, form_data: PromptForm, db: Optional[AsyncSession] = None ) -> Optional[PromptModel]: now = int(time.time()) prompt_id = str(uuid.uuid4()) @@ -134,92 +130,82 @@ class PromptsTable: ) try: - with get_db_context(db) as db: - result = Prompt(**prompt.model_dump(exclude={"access_grants"})) + async with get_async_db_context(db) as db: + result = Prompt(**prompt.model_dump(exclude={'access_grants'})) db.add(result) - db.commit() - db.refresh(result) - AccessGrants.set_access_grants( - "prompt", prompt_id, form_data.access_grants, db=db - ) + await db.commit() + await db.refresh(result) + await AccessGrants.set_access_grants('prompt', prompt_id, form_data.access_grants, db=db) if result: - current_access_grants = self._get_access_grants(prompt_id, db=db) + current_access_grants = await self._get_access_grants(prompt_id, db=db) snapshot = { - "name": form_data.name, - "content": form_data.content, - "command": form_data.command, - "data": form_data.data or {}, - "meta": form_data.meta or {}, - "tags": form_data.tags or [], - "access_grants": [ - grant.model_dump() for grant in current_access_grants - ], + 'name': form_data.name, + 'content': form_data.content, + 'command': form_data.command, + 'data': form_data.data or {}, + 'meta': form_data.meta or {}, + 'tags': form_data.tags or [], + 'access_grants': [grant.model_dump() for grant in current_access_grants], } - history_entry = PromptHistories.create_history_entry( + history_entry = await PromptHistories.create_history_entry( prompt_id=prompt_id, snapshot=snapshot, user_id=user_id, parent_id=None, # Initial commit has no parent - commit_message=form_data.commit_message or "Initial version", + commit_message=form_data.commit_message or 'Initial version', db=db, ) # Set the initial version as the production version if history_entry: result.version_id = history_entry.id - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) - return self._to_prompt_model(result, db=db) + return await self._to_prompt_model(result, db=db) else: return None except Exception: return None - def get_prompt_by_id( - self, prompt_id: str, db: Optional[Session] = None - ) -> Optional[PromptModel]: + async def get_prompt_by_id(self, prompt_id: str, db: Optional[AsyncSession] = None) -> Optional[PromptModel]: """Get prompt by UUID.""" try: - with get_db_context(db) as db: - prompt = db.query(Prompt).filter_by(id=prompt_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(id=prompt_id)) + prompt = result.scalars().first() if prompt: - return self._to_prompt_model(prompt, db=db) + return await self._to_prompt_model(prompt, db=db) return None except Exception: return None - def get_prompt_by_command( - self, command: str, db: Optional[Session] = None - ) -> Optional[PromptModel]: + async def get_prompt_by_command(self, command: str, db: Optional[AsyncSession] = None) -> Optional[PromptModel]: try: - with get_db_context(db) as db: - prompt = db.query(Prompt).filter_by(command=command).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(command=command)) + prompt = result.scalars().first() if prompt: - return self._to_prompt_model(prompt, db=db) + return await self._to_prompt_model(prompt, db=db) return None except Exception: return None - def get_prompts(self, db: Optional[Session] = None) -> list[PromptUserResponse]: - with get_db_context(db) as db: - all_prompts = ( - db.query(Prompt) - .filter(Prompt.is_active == True) - .order_by(Prompt.updated_at.desc()) - .all() + async def get_prompts(self, db: Optional[AsyncSession] = None) -> list[PromptUserResponse]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(Prompt).filter(Prompt.is_active == True).order_by(Prompt.updated_at.desc()) ) + all_prompts = result.scalars().all() user_ids = list(set(prompt.user_id for prompt in all_prompts)) prompt_ids = [prompt.id for prompt in all_prompts] - users = Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] + users = await Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] users_dict = {user.id: user for user in users} - grants_map = AccessGrants.get_grants_by_resources( - "prompt", prompt_ids, db=db - ) + grants_map = await AccessGrants.get_grants_by_resources('prompt', prompt_ids, db=db) prompts = [] for prompt in all_prompts: @@ -227,165 +213,160 @@ class PromptsTable: prompts.append( PromptUserResponse.model_validate( { - **self._to_prompt_model( + **(await self._to_prompt_model( prompt, access_grants=grants_map.get(prompt.id, []), db=db, - ).model_dump(), - "user": user.model_dump() if user else None, + )).model_dump(), + 'user': user.model_dump() if user else None, } ) ) return prompts - def get_prompts_by_user_id( - self, user_id: str, permission: str = "write", db: Optional[Session] = None + async def get_prompts_by_user_id( + self, user_id: str, permission: str = 'write', db: Optional[AsyncSession] = None ) -> list[PromptUserResponse]: - prompts = self.get_prompts(db=db) - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - } + prompts = await self.get_prompts(db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) + user_group_ids = {group.id for group in user_groups} - return [ - prompt - for prompt in prompts - if prompt.user_id == user_id - or AccessGrants.has_access( + result = [] + for prompt in prompts: + if prompt.user_id == user_id: + result.append(prompt) + elif await AccessGrants.has_access( user_id=user_id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, permission=permission, user_group_ids=user_group_ids, db=db, - ) - ] + ): + result.append(prompt) + return result - def search_prompts( + async def search_prompts( self, user_id: str, filter: dict = {}, skip: int = 0, limit: int = 30, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> PromptListResponse: - with get_db_context(db) as db: - from open_webui.models.users import User, UserModel - + async with get_async_db_context(db) as db: # Join with User table for user filtering and sorting - query = db.query(Prompt, User).outerjoin(User, User.id == Prompt.user_id) + stmt = select(Prompt, User).outerjoin(User, User.id == Prompt.user_id) if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: - query = query.filter( + stmt = stmt.filter( or_( - Prompt.name.ilike(f"%{query_key}%"), - Prompt.command.ilike(f"%{query_key}%"), - Prompt.content.ilike(f"%{query_key}%"), - User.name.ilike(f"%{query_key}%"), - User.email.ilike(f"%{query_key}%"), + Prompt.name.ilike(f'%{query_key}%'), + Prompt.command.ilike(f'%{query_key}%'), + Prompt.content.ilike(f'%{query_key}%'), + User.name.ilike(f'%{query_key}%'), + User.email.ilike(f'%{query_key}%'), ) ) - view_option = filter.get("view_option") - if view_option == "created": - query = query.filter(Prompt.user_id == user_id) - elif view_option == "shared": - query = query.filter(Prompt.user_id != user_id) + view_option = filter.get('view_option') + if view_option == 'created': + stmt = stmt.filter(Prompt.user_id == user_id) + elif view_option == 'shared': + stmt = stmt.filter(Prompt.user_id != user_id) # Apply access grant filtering - query = AccessGrants.has_permission_filter( + stmt = AccessGrants.has_permission_filter( db=db, - query=query, + query=stmt, DocumentModel=Prompt, filter=filter, - resource_type="prompt", - permission="read", + resource_type='prompt', + permission='read', ) - tag = filter.get("tag") + tag = filter.get('tag') if tag: # Search for tag in JSON array field like_pattern = f'%"{tag.lower()}"%' tags_text = func.lower(cast(Prompt.tags, String)) - query = query.filter(tags_text.like(like_pattern)) + stmt = stmt.filter(tags_text.like(like_pattern)) - order_by = filter.get("order_by") - direction = filter.get("direction") + order_by = filter.get('order_by') + direction = filter.get('direction') - if order_by == "name": - if direction == "asc": - query = query.order_by(Prompt.name.asc()) + if order_by == 'name': + if direction == 'asc': + stmt = stmt.order_by(Prompt.name.asc()) else: - query = query.order_by(Prompt.name.desc()) - elif order_by == "created_at": - if direction == "asc": - query = query.order_by(Prompt.created_at.asc()) + stmt = stmt.order_by(Prompt.name.desc()) + elif order_by == 'created_at': + if direction == 'asc': + stmt = stmt.order_by(Prompt.created_at.asc()) else: - query = query.order_by(Prompt.created_at.desc()) - elif order_by == "updated_at": - if direction == "asc": - query = query.order_by(Prompt.updated_at.asc()) + stmt = stmt.order_by(Prompt.created_at.desc()) + elif order_by == 'updated_at': + if direction == 'asc': + stmt = stmt.order_by(Prompt.updated_at.asc()) else: - query = query.order_by(Prompt.updated_at.desc()) + stmt = stmt.order_by(Prompt.updated_at.desc()) else: - query = query.order_by(Prompt.updated_at.desc()) + stmt = stmt.order_by(Prompt.updated_at.desc()) else: - query = query.order_by(Prompt.updated_at.desc()) + stmt = stmt.order_by(Prompt.updated_at.desc()) # Count BEFORE pagination - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - items = query.all() + result = await db.execute(stmt) + items = result.all() prompt_ids = [prompt.id for prompt, _ in items] - grants_map = AccessGrants.get_grants_by_resources( - "prompt", prompt_ids, db=db - ) + grants_map = await AccessGrants.get_grants_by_resources('prompt', prompt_ids, db=db) prompts = [] for prompt, user in items: prompts.append( PromptUserResponse( - **self._to_prompt_model( + **(await self._to_prompt_model( prompt, access_grants=grants_map.get(prompt.id, []), db=db, - ).model_dump(), - user=( - UserResponse(**UserModel.model_validate(user).model_dump()) - if user - else None - ), + )).model_dump(), + user=(UserResponse(**UserModel.model_validate(user).model_dump()) if user else None), ) ) return PromptListResponse(items=prompts, total=total) - def update_prompt_by_command( + async def update_prompt_by_command( self, command: str, form_data: PromptForm, user_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[PromptModel]: try: - with get_db_context(db) as db: - prompt = db.query(Prompt).filter_by(command=command).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(command=command)) + prompt = result.scalars().first() if not prompt: return None - latest_history = PromptHistories.get_latest_history_entry( - prompt.id, db=db - ) + latest_history = await PromptHistories.get_latest_history_entry(prompt.id, db=db) parent_id = latest_history.id if latest_history else None - current_access_grants = self._get_access_grants(prompt.id, db=db) + current_access_grants = await self._get_access_grants(prompt.id, db=db) # Check if content changed to decide on history creation content_changed = ( @@ -401,27 +382,23 @@ class PromptsTable: prompt.meta = form_data.meta or prompt.meta prompt.updated_at = int(time.time()) if form_data.access_grants is not None: - AccessGrants.set_access_grants( - "prompt", prompt.id, form_data.access_grants, db=db - ) - current_access_grants = self._get_access_grants(prompt.id, db=db) + await AccessGrants.set_access_grants('prompt', prompt.id, form_data.access_grants, db=db) + current_access_grants = await self._get_access_grants(prompt.id, db=db) - db.commit() + await db.commit() # Create history entry only if content changed if content_changed: snapshot = { - "name": form_data.name, - "content": form_data.content, - "command": command, - "data": form_data.data or {}, - "meta": form_data.meta or {}, - "access_grants": [ - grant.model_dump() for grant in current_access_grants - ], + 'name': form_data.name, + 'content': form_data.content, + 'command': command, + 'data': form_data.data or {}, + 'meta': form_data.meta or {}, + 'access_grants': [grant.model_dump() for grant in current_access_grants], } - history_entry = PromptHistories.create_history_entry( + history_entry = await PromptHistories.create_history_entry( prompt_id=prompt.id, snapshot=snapshot, user_id=user_id, @@ -433,30 +410,29 @@ class PromptsTable: # Set as production if flag is True (default) if form_data.is_production and history_entry: prompt.version_id = history_entry.id - db.commit() + await db.commit() - return self._to_prompt_model(prompt, db=db) + return await self._to_prompt_model(prompt, db=db) except Exception: return None - def update_prompt_by_id( + async def update_prompt_by_id( self, prompt_id: str, form_data: PromptForm, user_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[PromptModel]: try: - with get_db_context(db) as db: - prompt = db.query(Prompt).filter_by(id=prompt_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(id=prompt_id)) + prompt = result.scalars().first() if not prompt: return None - latest_history = PromptHistories.get_latest_history_entry( - prompt.id, db=db - ) + latest_history = await PromptHistories.get_latest_history_entry(prompt.id, db=db) parent_id = latest_history.id if latest_history else None - current_access_grants = self._get_access_grants(prompt.id, db=db) + current_access_grants = await self._get_access_grants(prompt.id, db=db) # Check if content changed to decide on history creation content_changed = ( @@ -478,30 +454,26 @@ class PromptsTable: prompt.tags = form_data.tags if form_data.access_grants is not None: - AccessGrants.set_access_grants( - "prompt", prompt.id, form_data.access_grants, db=db - ) - current_access_grants = self._get_access_grants(prompt.id, db=db) + await AccessGrants.set_access_grants('prompt', prompt.id, form_data.access_grants, db=db) + current_access_grants = await self._get_access_grants(prompt.id, db=db) prompt.updated_at = int(time.time()) - db.commit() + await db.commit() # Create history entry only if content changed if content_changed: snapshot = { - "name": form_data.name, - "content": form_data.content, - "command": prompt.command, - "data": form_data.data or {}, - "meta": form_data.meta or {}, - "tags": prompt.tags or [], - "access_grants": [ - grant.model_dump() for grant in current_access_grants - ], + 'name': form_data.name, + 'content': form_data.content, + 'command': prompt.command, + 'data': form_data.data or {}, + 'meta': form_data.meta or {}, + 'tags': prompt.tags or [], + 'access_grants': [grant.model_dump() for grant in current_access_grants], } - history_entry = PromptHistories.create_history_entry( + history_entry = await PromptHistories.create_history_entry( prompt_id=prompt.id, snapshot=snapshot, user_id=user_id, @@ -513,24 +485,25 @@ class PromptsTable: # Set as production if flag is True (default) if form_data.is_production and history_entry: prompt.version_id = history_entry.id - db.commit() + await db.commit() - return self._to_prompt_model(prompt, db=db) + return await self._to_prompt_model(prompt, db=db) except Exception: return None - def update_prompt_metadata( + async def update_prompt_metadata( self, prompt_id: str, name: str, command: str, tags: Optional[list[str]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[PromptModel]: """Update only name, command, and tags (no history created).""" try: - with get_db_context(db) as db: - prompt = db.query(Prompt).filter_by(id=prompt_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(id=prompt_id)) + prompt = result.scalars().first() if not prompt: return None @@ -541,28 +514,27 @@ class PromptsTable: prompt.tags = tags prompt.updated_at = int(time.time()) - db.commit() + await db.commit() - return self._to_prompt_model(prompt, db=db) + return await self._to_prompt_model(prompt, db=db) except Exception: return None - def update_prompt_version( + async def update_prompt_version( self, prompt_id: str, version_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[PromptModel]: """Set the active version of a prompt and restore content from that version's snapshot.""" try: - with get_db_context(db) as db: - prompt = db.query(Prompt).filter_by(id=prompt_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(id=prompt_id)) + prompt = result.scalars().first() if not prompt: return None - history_entry = PromptHistories.get_history_entry_by_id( - version_id, db=db - ) + history_entry = await PromptHistories.get_history_entry_by_id(version_id, db=db) if not history_entry: return None @@ -570,76 +542,76 @@ class PromptsTable: # Restore prompt content from the snapshot snapshot = history_entry.snapshot if snapshot: - prompt.name = snapshot.get("name", prompt.name) - prompt.content = snapshot.get("content", prompt.content) - prompt.data = snapshot.get("data", prompt.data) - prompt.meta = snapshot.get("meta", prompt.meta) - prompt.tags = snapshot.get("tags", prompt.tags) + prompt.name = snapshot.get('name', prompt.name) + prompt.content = snapshot.get('content', prompt.content) + prompt.data = snapshot.get('data', prompt.data) + prompt.meta = snapshot.get('meta', prompt.meta) + prompt.tags = snapshot.get('tags', prompt.tags) # Note: command and access_grants are not restored from snapshot prompt.version_id = version_id prompt.updated_at = int(time.time()) - db.commit() + await db.commit() - return self._to_prompt_model(prompt, db=db) + return await self._to_prompt_model(prompt, db=db) except Exception: return None - def toggle_prompt_active( - self, prompt_id: str, db: Optional[Session] = None - ) -> Optional[PromptModel]: + async def toggle_prompt_active(self, prompt_id: str, db: Optional[AsyncSession] = None) -> Optional[PromptModel]: """Toggle the is_active flag on a prompt.""" try: - with get_db_context(db) as db: - prompt = db.query(Prompt).filter_by(id=prompt_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(id=prompt_id)) + prompt = result.scalars().first() if prompt: prompt.is_active = not prompt.is_active prompt.updated_at = int(time.time()) - db.commit() - db.refresh(prompt) - return self._to_prompt_model(prompt, db=db) + await db.commit() + await db.refresh(prompt) + return await self._to_prompt_model(prompt, db=db) return None except Exception: return None - def delete_prompt_by_command( - self, command: str, db: Optional[Session] = None - ) -> bool: + async def delete_prompt_by_command(self, command: str, db: Optional[AsyncSession] = None) -> bool: """Permanently delete a prompt and its history.""" try: - with get_db_context(db) as db: - prompt = db.query(Prompt).filter_by(command=command).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(command=command)) + prompt = result.scalars().first() if prompt: - PromptHistories.delete_history_by_prompt_id(prompt.id, db=db) - AccessGrants.revoke_all_access("prompt", prompt.id, db=db) + await PromptHistories.delete_history_by_prompt_id(prompt.id, db=db) + await AccessGrants.revoke_all_access('prompt', prompt.id, db=db) - db.delete(prompt) - db.commit() + await db.delete(prompt) + await db.commit() return True return False except Exception: return False - def delete_prompt_by_id(self, prompt_id: str, db: Optional[Session] = None) -> bool: + async def delete_prompt_by_id(self, prompt_id: str, db: Optional[AsyncSession] = None) -> bool: """Permanently delete a prompt and its history.""" try: - with get_db_context(db) as db: - prompt = db.query(Prompt).filter_by(id=prompt_id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(id=prompt_id)) + prompt = result.scalars().first() if prompt: - PromptHistories.delete_history_by_prompt_id(prompt.id, db=db) - AccessGrants.revoke_all_access("prompt", prompt.id, db=db) + await PromptHistories.delete_history_by_prompt_id(prompt.id, db=db) + await AccessGrants.revoke_all_access('prompt', prompt.id, db=db) - db.delete(prompt) - db.commit() + await db.delete(prompt) + await db.commit() return True return False except Exception: return False - def get_tags(self, db: Optional[Session] = None) -> list[str]: + async def get_tags(self, db: Optional[AsyncSession] = None) -> list[str]: try: - with get_db_context(db) as db: - prompts = db.query(Prompt).filter_by(is_active=True).all() + async with get_async_db_context(db) as db: + result = await db.execute(select(Prompt).filter_by(is_active=True)) + prompts = result.scalars().all() tags = set() for prompt in prompts: if prompt.tags: diff --git a/backend/open_webui/models/skills.py b/backend/open_webui/models/skills.py index 6bd5affce8..55ba204135 100644 --- a/backend/open_webui/models/skills.py +++ b/backend/open_webui/models/skills.py @@ -2,14 +2,15 @@ import logging import time from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, get_db, get_db_context -from open_webui.models.users import Users, UserResponse +from sqlalchemy import select, delete, update, or_ +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, get_async_db_context +from open_webui.models.users import Users, User, UserModel, UserResponse from open_webui.models.groups import Groups from open_webui.models.access_grants import AccessGrantModel, AccessGrants from pydantic import BaseModel, ConfigDict, Field -from sqlalchemy import JSON, BigInteger, Boolean, Column, String, Text, or_ +from sqlalchemy import JSON, BigInteger, Boolean, Column, String, Text, func log = logging.getLogger(__name__) @@ -19,7 +20,7 @@ log = logging.getLogger(__name__) class Skill(Base): - __tablename__ = "skill" + __tablename__ = 'skill' id = Column(String, primary_key=True, unique=True) user_id = Column(String) @@ -77,7 +78,7 @@ class SkillResponse(BaseModel): class SkillUserResponse(SkillResponse): user: Optional[UserResponse] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class SkillAccessResponse(SkillUserResponse): @@ -105,87 +106,77 @@ class SkillAccessListResponse(BaseModel): class SkillsTable: - def _get_access_grants( - self, skill_id: str, db: Optional[Session] = None - ) -> list[AccessGrantModel]: - return AccessGrants.get_grants_by_resource("skill", skill_id, db=db) + async def _get_access_grants(self, skill_id: str, db: Optional[AsyncSession] = None) -> list[AccessGrantModel]: + return await AccessGrants.get_grants_by_resource('skill', skill_id, db=db) - def _to_skill_model( + async def _to_skill_model( self, skill: Skill, access_grants: Optional[list[AccessGrantModel]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> SkillModel: - skill_data = SkillModel.model_validate(skill).model_dump( - exclude={"access_grants"} - ) - skill_data["access_grants"] = ( - access_grants - if access_grants is not None - else self._get_access_grants(skill_data["id"], db=db) + skill_data = SkillModel.model_validate(skill).model_dump(exclude={'access_grants'}) + skill_data['access_grants'] = ( + access_grants if access_grants is not None else await self._get_access_grants(skill_data['id'], db=db) ) return SkillModel.model_validate(skill_data) - def insert_new_skill( + async def insert_new_skill( self, user_id: str, form_data: SkillForm, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[SkillModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: try: result = Skill( **{ - **form_data.model_dump(exclude={"access_grants"}), - "user_id": user_id, - "updated_at": int(time.time()), - "created_at": int(time.time()), + **form_data.model_dump(exclude={'access_grants'}), + 'user_id': user_id, + 'updated_at': int(time.time()), + 'created_at': int(time.time()), } ) db.add(result) - db.commit() - db.refresh(result) - AccessGrants.set_access_grants( - "skill", result.id, form_data.access_grants, db=db - ) + await db.commit() + await db.refresh(result) + await AccessGrants.set_access_grants('skill', result.id, form_data.access_grants, db=db) if result: - return self._to_skill_model(result, db=db) + return await self._to_skill_model(result, db=db) else: return None except Exception as e: - log.exception(f"Error creating a new skill: {e}") + log.exception(f'Error creating a new skill: {e}') return None - def get_skill_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[SkillModel]: + async def get_skill_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[SkillModel]: try: - with get_db_context(db) as db: - skill = db.get(Skill, id) - return self._to_skill_model(skill, db=db) if skill else None + async with get_async_db_context(db) as db: + skill = await db.get(Skill, id) + return await self._to_skill_model(skill, db=db) if skill else None except Exception: return None - def get_skill_by_name( - self, name: str, db: Optional[Session] = None - ) -> Optional[SkillModel]: + async def get_skill_by_name(self, name: str, db: Optional[AsyncSession] = None) -> Optional[SkillModel]: try: - with get_db_context(db) as db: - skill = db.query(Skill).filter_by(name=name).first() - return self._to_skill_model(skill, db=db) if skill else None + async with get_async_db_context(db) as db: + result = await db.execute(select(Skill).filter_by(name=name)) + skill = result.scalars().first() + return await self._to_skill_model(skill, db=db) if skill else None except Exception: return None - def get_skills(self, db: Optional[Session] = None) -> list[SkillUserModel]: - with get_db_context(db) as db: - all_skills = db.query(Skill).order_by(Skill.updated_at.desc()).all() + async def get_skills(self, db: Optional[AsyncSession] = None) -> list[SkillUserModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Skill).order_by(Skill.updated_at.desc())) + all_skills = result.scalars().all() user_ids = list(set(skill.user_id for skill in all_skills)) skill_ids = [skill.id for skill in all_skills] - users = Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] + users = await Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] users_dict = {user.id: user for user in users} - grants_map = AccessGrants.get_grants_by_resources("skill", skill_ids, db=db) + grants_map = await AccessGrants.get_grants_by_resources('skill', skill_ids, db=db) skills = [] for skill in all_skills: @@ -193,167 +184,156 @@ class SkillsTable: skills.append( SkillUserModel.model_validate( { - **self._to_skill_model( + **(await self._to_skill_model( skill, access_grants=grants_map.get(skill.id, []), db=db, - ).model_dump(), - "user": user.model_dump() if user else None, + )).model_dump(), + 'user': user.model_dump() if user else None, } ) ) return skills - def get_skills_by_user_id( - self, user_id: str, permission: str = "write", db: Optional[Session] = None + async def get_skills_by_user_id( + self, user_id: str, permission: str = 'write', db: Optional[AsyncSession] = None ) -> list[SkillUserModel]: - skills = self.get_skills(db=db) - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - } + skills = await self.get_skills(db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) + user_group_ids = {group.id for group in user_groups} - return [ - skill - for skill in skills - if skill.user_id == user_id - or AccessGrants.has_access( + result = [] + for skill in skills: + if skill.user_id == user_id: + result.append(skill) + elif await AccessGrants.has_access( user_id=user_id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, permission=permission, user_group_ids=user_group_ids, db=db, - ) - ] + ): + result.append(skill) + return result - def search_skills( + async def search_skills( self, user_id: str, filter: dict = {}, skip: int = 0, limit: int = 30, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> SkillListResponse: try: - with get_db_context(db) as db: - from open_webui.models.users import User, UserModel - + async with get_async_db_context(db) as db: # Join with User table for user filtering - query = db.query(Skill, User).outerjoin(User, User.id == Skill.user_id) + stmt = select(Skill, User).outerjoin(User, User.id == Skill.user_id) if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: - query = query.filter( + stmt = stmt.filter( or_( - Skill.name.ilike(f"%{query_key}%"), - Skill.description.ilike(f"%{query_key}%"), - Skill.id.ilike(f"%{query_key}%"), - User.name.ilike(f"%{query_key}%"), - User.email.ilike(f"%{query_key}%"), + Skill.name.ilike(f'%{query_key}%'), + Skill.description.ilike(f'%{query_key}%'), + Skill.id.ilike(f'%{query_key}%'), + User.name.ilike(f'%{query_key}%'), + User.email.ilike(f'%{query_key}%'), ) ) - view_option = filter.get("view_option") - if view_option == "created": - query = query.filter(Skill.user_id == user_id) - elif view_option == "shared": - query = query.filter(Skill.user_id != user_id) + view_option = filter.get('view_option') + if view_option == 'created': + stmt = stmt.filter(Skill.user_id == user_id) + elif view_option == 'shared': + stmt = stmt.filter(Skill.user_id != user_id) # Apply access grant filtering - query = AccessGrants.has_permission_filter( + stmt = AccessGrants.has_permission_filter( db=db, - query=query, + query=stmt, DocumentModel=Skill, filter=filter, - resource_type="skill", - permission="read", + resource_type='skill', + permission='read', ) - query = query.order_by(Skill.updated_at.desc()) + stmt = stmt.order_by(Skill.updated_at.desc()) # Count BEFORE pagination - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() if skip: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit: - query = query.limit(limit) + stmt = stmt.limit(limit) - items = query.all() + result = await db.execute(stmt) + items = result.all() skill_ids = [skill.id for skill, _ in items] - grants_map = AccessGrants.get_grants_by_resources( - "skill", skill_ids, db=db - ) + grants_map = await AccessGrants.get_grants_by_resources('skill', skill_ids, db=db) skills = [] for skill, user in items: skills.append( SkillUserResponse( - **self._to_skill_model( + **(await self._to_skill_model( skill, access_grants=grants_map.get(skill.id, []), db=db, - ).model_dump(), - user=( - UserResponse( - **UserModel.model_validate(user).model_dump() - ) - if user - else None - ), + )).model_dump(), + user=(UserResponse(**UserModel.model_validate(user).model_dump()) if user else None), ) ) return SkillListResponse(items=skills, total=total) except Exception as e: - log.exception(f"Error searching skills: {e}") + log.exception(f'Error searching skills: {e}') return SkillListResponse(items=[], total=0) - def update_skill_by_id( - self, id: str, updated: dict, db: Optional[Session] = None - ) -> Optional[SkillModel]: + async def update_skill_by_id(self, id: str, updated: dict, db: Optional[AsyncSession] = None) -> Optional[SkillModel]: try: - with get_db_context(db) as db: - access_grants = updated.pop("access_grants", None) - db.query(Skill).filter_by(id=id).update( - {**updated, "updated_at": int(time.time())} - ) - db.commit() + async with get_async_db_context(db) as db: + access_grants = updated.pop('access_grants', None) + await db.execute(update(Skill).filter_by(id=id).values(**updated, updated_at=int(time.time()))) + await db.commit() if access_grants is not None: - AccessGrants.set_access_grants("skill", id, access_grants, db=db) + await AccessGrants.set_access_grants('skill', id, access_grants, db=db) - skill = db.query(Skill).get(id) - db.refresh(skill) - return self._to_skill_model(skill, db=db) + skill = await db.get(Skill, id) + await db.refresh(skill) + return await self._to_skill_model(skill, db=db) except Exception: return None - def toggle_skill_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[SkillModel]: - with get_db_context(db) as db: + async def toggle_skill_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[SkillModel]: + async with get_async_db_context(db) as db: try: - skill = db.query(Skill).filter_by(id=id).first() + result = await db.execute(select(Skill).filter_by(id=id)) + skill = result.scalars().first() if not skill: return None skill.is_active = not skill.is_active skill.updated_at = int(time.time()) - db.commit() - db.refresh(skill) + await db.commit() + await db.refresh(skill) - return self._to_skill_model(skill, db=db) + return await self._to_skill_model(skill, db=db) except Exception: return None - def delete_skill_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def delete_skill_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - AccessGrants.revoke_all_access("skill", id, db=db) - db.query(Skill).filter_by(id=id).delete() - db.commit() + async with get_async_db_context(db) as db: + await AccessGrants.revoke_all_access('skill', id, db=db) + await db.execute(delete(Skill).filter_by(id=id)) + await db.commit() return True except Exception: diff --git a/backend/open_webui/models/tags.py b/backend/open_webui/models/tags.py index 147bb394d5..95b97b9cc1 100644 --- a/backend/open_webui/models/tags.py +++ b/backend/open_webui/models/tags.py @@ -3,8 +3,9 @@ import time import uuid from typing import Optional -from sqlalchemy.orm import Session -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from pydantic import BaseModel, ConfigDict @@ -15,21 +16,23 @@ log = logging.getLogger(__name__) #################### # Tag DB Schema +# To name a thing is to claim it. The creator has +# already named everything stored in this table. #################### class Tag(Base): - __tablename__ = "tag" + __tablename__ = 'tag' id = Column(String) name = Column(String) user_id = Column(String) meta = Column(JSON, nullable=True) __table_args__ = ( - PrimaryKeyConstraint("id", "user_id", name="pk_id_user_id"), - Index("user_id_idx", "user_id"), + PrimaryKeyConstraint('id', 'user_id', name='pk_id_user_id'), + Index('user_id_idx', 'user_id'), ) # Unique constraint ensuring (id, user_id) is unique, not just the `id` column - __table_args__ = (PrimaryKeyConstraint("id", "user_id", name="pk_id_user_id"),) + __table_args__ = (PrimaryKeyConstraint('id', 'user_id', name='pk_id_user_id'),) class TagModel(BaseModel): @@ -51,109 +54,82 @@ class TagChatIdForm(BaseModel): class TagTable: - def insert_new_tag( - self, name: str, user_id: str, db: Optional[Session] = None - ) -> Optional[TagModel]: - with get_db_context(db) as db: - id = name.replace(" ", "_").lower() - tag = TagModel(**{"id": id, "user_id": user_id, "name": name}) + async def insert_new_tag(self, name: str, user_id: str, db: Optional[AsyncSession] = None) -> Optional[TagModel]: + async with get_async_db_context(db) as db: + id = name.replace(' ', '_').lower() + tag = TagModel(**{'id': id, 'user_id': user_id, 'name': name}) try: result = Tag(**tag.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return TagModel.model_validate(result) else: return None except Exception as e: - log.exception(f"Error inserting a new tag: {e}") + log.exception(f'Error inserting a new tag: {e}') return None - def get_tag_by_name_and_user_id( - self, name: str, user_id: str, db: Optional[Session] = None - ) -> Optional[TagModel]: + async def get_tag_by_name_and_user_id(self, name: str, user_id: str, db: Optional[AsyncSession] = None) -> Optional[TagModel]: try: - id = name.replace(" ", "_").lower() - with get_db_context(db) as db: - tag = db.query(Tag).filter_by(id=id, user_id=user_id).first() - return TagModel.model_validate(tag) + id = name.replace(' ', '_').lower() + async with get_async_db_context(db) as db: + result = await db.execute(select(Tag).filter_by(id=id, user_id=user_id)) + tag = result.scalars().first() + return TagModel.model_validate(tag) if tag else None except Exception: return None - def get_tags_by_user_id( - self, user_id: str, db: Optional[Session] = None - ) -> list[TagModel]: - with get_db_context(db) as db: - return [ - TagModel.model_validate(tag) - for tag in (db.query(Tag).filter_by(user_id=user_id).all()) - ] + async def get_tags_by_user_id(self, user_id: str, db: Optional[AsyncSession] = None) -> list[TagModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Tag).filter_by(user_id=user_id)) + return [TagModel.model_validate(tag) for tag in result.scalars().all()] - def get_tags_by_ids_and_user_id( - self, ids: list[str], user_id: str, db: Optional[Session] = None - ) -> list[TagModel]: - with get_db_context(db) as db: - return [ - TagModel.model_validate(tag) - for tag in ( - db.query(Tag).filter(Tag.id.in_(ids), Tag.user_id == user_id).all() - ) - ] + async def get_tags_by_ids_and_user_id(self, ids: list[str], user_id: str, db: Optional[AsyncSession] = None) -> list[TagModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(Tag).filter(Tag.id.in_(ids), Tag.user_id == user_id)) + return [TagModel.model_validate(tag) for tag in result.scalars().all()] - def delete_tag_by_name_and_user_id( - self, name: str, user_id: str, db: Optional[Session] = None - ) -> bool: + async def delete_tag_by_name_and_user_id(self, name: str, user_id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - id = name.replace(" ", "_").lower() - res = db.query(Tag).filter_by(id=id, user_id=user_id).delete() - log.debug(f"res: {res}") - db.commit() + async with get_async_db_context(db) as db: + id = name.replace(' ', '_').lower() + result = await db.execute(delete(Tag).filter_by(id=id, user_id=user_id)) + log.debug(f'res: {result.rowcount}') + await db.commit() return True except Exception as e: - log.error(f"delete_tag: {e}") + log.error(f'delete_tag: {e}') return False - def delete_tags_by_ids_and_user_id( - self, ids: list[str], user_id: str, db: Optional[Session] = None - ) -> bool: + async def delete_tags_by_ids_and_user_id(self, ids: list[str], user_id: str, db: Optional[AsyncSession] = None) -> bool: """Delete all tags whose id is in *ids* for the given user, in one query.""" if not ids: return True try: - with get_db_context(db) as db: - db.query(Tag).filter(Tag.id.in_(ids), Tag.user_id == user_id).delete( - synchronize_session=False - ) - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(Tag).filter(Tag.id.in_(ids), Tag.user_id == user_id)) + await db.commit() return True except Exception as e: - log.error(f"delete_tags_by_ids: {e}") + log.error(f'delete_tags_by_ids: {e}') return False - def ensure_tags_exist( - self, names: list[str], user_id: str, db: Optional[Session] = None - ) -> None: + async def ensure_tags_exist(self, names: list[str], user_id: str, db: Optional[AsyncSession] = None) -> None: """Create tag rows for any *names* that don't already exist for *user_id*.""" if not names: return - ids = [n.replace(" ", "_").lower() for n in names] - with get_db_context(db) as db: - existing = { - t.id - for t in db.query(Tag.id) - .filter(Tag.id.in_(ids), Tag.user_id == user_id) - .all() - } + ids = [n.replace(' ', '_').lower() for n in names] + async with get_async_db_context(db) as db: + result = await db.execute(select(Tag.id).filter(Tag.id.in_(ids), Tag.user_id == user_id)) + existing = {row[0] for row in result.all()} new_tags = [ - Tag(id=tag_id, name=name, user_id=user_id) - for tag_id, name in zip(ids, names) - if tag_id not in existing + Tag(id=tag_id, name=name, user_id=user_id) for tag_id, name in zip(ids, names) if tag_id not in existing ] if new_tags: db.add_all(new_tags) - db.commit() + await db.commit() Tags = TagTable() diff --git a/backend/open_webui/models/tools.py b/backend/open_webui/models/tools.py index f813ce21cd..fe772c4443 100644 --- a/backend/open_webui/models/tools.py +++ b/backend/open_webui/models/tools.py @@ -2,8 +2,9 @@ import logging import time from typing import Optional -from sqlalchemy.orm import Session, defer -from open_webui.internal.db import Base, JSONField, get_db, get_db_context +from sqlalchemy import select, delete, update +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.models.users import Users, UserResponse from open_webui.models.groups import Groups from open_webui.models.access_grants import AccessGrantModel, AccessGrants @@ -15,11 +16,13 @@ log = logging.getLogger(__name__) #################### # Tools DB Schema +# A tool that fails silently is worse than one that +# refuses outright. Let each one here be honest in its work. #################### class Tool(Base): - __tablename__ = "tool" + __tablename__ = 'tool' id = Column(String, primary_key=True, unique=True) user_id = Column(String) @@ -75,7 +78,7 @@ class ToolResponse(BaseModel): class ToolUserResponse(ToolResponse): user: Optional[UserResponse] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class ToolAccessResponse(ToolUserResponse): @@ -95,82 +98,73 @@ class ToolValves(BaseModel): class ToolsTable: - def _get_access_grants( - self, tool_id: str, db: Optional[Session] = None - ) -> list[AccessGrantModel]: - return AccessGrants.get_grants_by_resource("tool", tool_id, db=db) + async def _get_access_grants(self, tool_id: str, db: Optional[AsyncSession] = None) -> list[AccessGrantModel]: + return await AccessGrants.get_grants_by_resource('tool', tool_id, db=db) - def _to_tool_model( + async def _to_tool_model( self, tool: Tool, access_grants: Optional[list[AccessGrantModel]] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> ToolModel: - tool_data = ToolModel.model_validate(tool).model_dump(exclude={"access_grants"}) - tool_data["access_grants"] = ( - access_grants - if access_grants is not None - else self._get_access_grants(tool_data["id"], db=db) + tool_data = ToolModel.model_validate(tool).model_dump(exclude={'access_grants'}) + tool_data['access_grants'] = ( + access_grants if access_grants is not None else await self._get_access_grants(tool_data['id'], db=db) ) return ToolModel.model_validate(tool_data) - def insert_new_tool( + async def insert_new_tool( self, user_id: str, form_data: ToolForm, specs: list[dict], - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[ToolModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: try: result = Tool( **{ - **form_data.model_dump(exclude={"access_grants"}), - "specs": specs, - "user_id": user_id, - "updated_at": int(time.time()), - "created_at": int(time.time()), + **form_data.model_dump(exclude={'access_grants'}), + 'specs': specs, + 'user_id': user_id, + 'updated_at': int(time.time()), + 'created_at': int(time.time()), } ) db.add(result) - db.commit() - db.refresh(result) - AccessGrants.set_access_grants( - "tool", result.id, form_data.access_grants, db=db - ) + await db.commit() + await db.refresh(result) + await AccessGrants.set_access_grants('tool', result.id, form_data.access_grants, db=db) if result: - return self._to_tool_model(result, db=db) + return await self._to_tool_model(result, db=db) else: return None except Exception as e: - log.exception(f"Error creating a new tool: {e}") + log.exception(f'Error creating a new tool: {e}') return None - def get_tool_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[ToolModel]: + async def get_tool_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[ToolModel]: try: - with get_db_context(db) as db: - tool = db.get(Tool, id) - return self._to_tool_model(tool, db=db) if tool else None + async with get_async_db_context(db) as db: + tool = await db.get(Tool, id) + return await self._to_tool_model(tool, db=db) if tool else None except Exception: return None - def get_tools( - self, defer_content: bool = False, db: Optional[Session] = None - ) -> list[ToolUserModel]: - with get_db_context(db) as db: - query = db.query(Tool).order_by(Tool.updated_at.desc()) + async def get_tools(self, defer_content: bool = False, db: Optional[AsyncSession] = None) -> list[ToolUserModel]: + async with get_async_db_context(db) as db: + stmt = select(Tool).order_by(Tool.updated_at.desc()) if defer_content: - query = query.options(defer(Tool.content), defer(Tool.specs)) - all_tools = query.all() + stmt = stmt + result = await db.execute(stmt) + all_tools = result.scalars().all() user_ids = list(set(tool.user_id for tool in all_tools)) tool_ids = [tool.id for tool in all_tools] - users = Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] + users = await Users.get_users_by_user_ids(user_ids, db=db) if user_ids else [] users_dict = {user.id: user for user in users} - grants_map = AccessGrants.get_grants_by_resources("tool", tool_ids, db=db) + grants_map = await AccessGrants.get_grants_by_resources('tool', tool_ids, db=db) tools = [] for tool in all_tools: @@ -178,137 +172,125 @@ class ToolsTable: tools.append( ToolUserModel.model_validate( { - **self._to_tool_model( + **(await self._to_tool_model( tool, access_grants=grants_map.get(tool.id, []), db=db, - ).model_dump(), - "user": user.model_dump() if user else None, + )).model_dump(), + 'user': user.model_dump() if user else None, } ) ) return tools - def get_tools_by_user_id( + async def get_tools_by_user_id( self, user_id: str, - permission: str = "write", + permission: str = 'write', defer_content: bool = False, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> list[ToolUserModel]: - tools = self.get_tools(defer_content=defer_content, db=db) - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user_id, db=db) - } + tools = await self.get_tools(defer_content=defer_content, db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) + user_group_ids = {group.id for group in user_groups} - return [ - tool - for tool in tools - if tool.user_id == user_id - or AccessGrants.has_access( + result = [] + for tool in tools: + if tool.user_id == user_id: + result.append(tool) + elif await AccessGrants.has_access( user_id=user_id, - resource_type="tool", + resource_type='tool', resource_id=tool.id, permission=permission, user_group_ids=user_group_ids, db=db, - ) - ] + ): + result.append(tool) + return result - def get_tool_valves_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[dict]: + async def get_tool_valves_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[dict]: try: - with get_db_context(db) as db: - tool = db.get(Tool, id) + async with get_async_db_context(db) as db: + tool = await db.get(Tool, id) return tool.valves if tool.valves else {} except Exception as e: - log.exception(f"Error getting tool valves by id {id}") + log.exception(f'Error getting tool valves by id {id}') return None - def update_tool_valves_by_id( - self, id: str, valves: dict, db: Optional[Session] = None - ) -> Optional[ToolValves]: + async def update_tool_valves_by_id(self, id: str, valves: dict, db: Optional[AsyncSession] = None) -> Optional[ToolValves]: try: - with get_db_context(db) as db: - db.query(Tool).filter_by(id=id).update( - {"valves": valves, "updated_at": int(time.time())} + async with get_async_db_context(db) as db: + await db.execute( + update(Tool).filter_by(id=id).values(valves=valves, updated_at=int(time.time())) ) - db.commit() - return self.get_tool_by_id(id, db=db) + await db.commit() + return await self.get_tool_by_id(id, db=db) except Exception: return None - def get_user_valves_by_id_and_user_id( - self, id: str, user_id: str, db: Optional[Session] = None - ) -> Optional[dict]: + async def get_user_valves_by_id_and_user_id(self, id: str, user_id: str, db: Optional[AsyncSession] = None) -> Optional[dict]: try: - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) user_settings = user.settings.model_dump() if user.settings else {} # Check if user has "tools" and "valves" settings - if "tools" not in user_settings: - user_settings["tools"] = {} - if "valves" not in user_settings["tools"]: - user_settings["tools"]["valves"] = {} + if 'tools' not in user_settings: + user_settings['tools'] = {} + if 'valves' not in user_settings['tools']: + user_settings['tools']['valves'] = {} - return user_settings["tools"]["valves"].get(id, {}) + return user_settings['tools']['valves'].get(id, {}) except Exception as e: - log.exception( - f"Error getting user values by id {id} and user_id {user_id}: {e}" - ) + log.exception(f'Error getting user values by id {id} and user_id {user_id}: {e}') return None - def update_user_valves_by_id_and_user_id( - self, id: str, user_id: str, valves: dict, db: Optional[Session] = None + async def update_user_valves_by_id_and_user_id( + self, id: str, user_id: str, valves: dict, db: Optional[AsyncSession] = None ) -> Optional[dict]: try: - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) user_settings = user.settings.model_dump() if user.settings else {} # Check if user has "tools" and "valves" settings - if "tools" not in user_settings: - user_settings["tools"] = {} - if "valves" not in user_settings["tools"]: - user_settings["tools"]["valves"] = {} + if 'tools' not in user_settings: + user_settings['tools'] = {} + if 'valves' not in user_settings['tools']: + user_settings['tools']['valves'] = {} - user_settings["tools"]["valves"][id] = valves + user_settings['tools']['valves'][id] = valves # Update the user settings in the database - Users.update_user_by_id(user_id, {"settings": user_settings}, db=db) + await Users.update_user_by_id(user_id, {'settings': user_settings}, db=db) - return user_settings["tools"]["valves"][id] + return user_settings['tools']['valves'][id] except Exception as e: - log.exception( - f"Error updating user valves by id {id} and user_id {user_id}: {e}" - ) + log.exception(f'Error updating user valves by id {id} and user_id {user_id}: {e}') return None - def update_tool_by_id( - self, id: str, updated: dict, db: Optional[Session] = None - ) -> Optional[ToolModel]: + async def update_tool_by_id(self, id: str, updated: dict, db: Optional[AsyncSession] = None) -> Optional[ToolModel]: try: - with get_db_context(db) as db: - access_grants = updated.pop("access_grants", None) - db.query(Tool).filter_by(id=id).update( - {**updated, "updated_at": int(time.time())} + async with get_async_db_context(db) as db: + access_grants = updated.pop('access_grants', None) + await db.execute( + update(Tool).filter_by(id=id).values(**updated, updated_at=int(time.time())) ) - db.commit() + await db.commit() if access_grants is not None: - AccessGrants.set_access_grants("tool", id, access_grants, db=db) + await AccessGrants.set_access_grants('tool', id, access_grants, db=db) - tool = db.query(Tool).get(id) - db.refresh(tool) - return self._to_tool_model(tool, db=db) + tool = await db.get(Tool, id) + await db.refresh(tool) + return await self._to_tool_model(tool, db=db) except Exception: return None - def delete_tool_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def delete_tool_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - AccessGrants.revoke_all_access("tool", id, db=db) - db.query(Tool).filter_by(id=id).delete() - db.commit() + async with get_async_db_context(db) as db: + await AccessGrants.revoke_all_access('tool', id, db=db) + await db.execute(delete(Tool).filter_by(id=id)) + await db.commit() return True except Exception: diff --git a/backend/open_webui/models/users.py b/backend/open_webui/models/users.py index e5da9231df..a5a43c27b8 100644 --- a/backend/open_webui/models/users.py +++ b/backend/open_webui/models/users.py @@ -1,20 +1,15 @@ import time from typing import Optional -from sqlalchemy.orm import Session, defer -from open_webui.internal.db import Base, JSONField, get_db, get_db_context - +from sqlalchemy import select, delete, update, func, or_, case, exists +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import Base, JSONField, get_async_db_context from open_webui.env import DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL -from open_webui.models.chats import Chats -from open_webui.models.groups import Groups, GroupMember -from open_webui.models.channels import ChannelMember - from open_webui.utils.misc import throttle from open_webui.utils.validate import validate_profile_image_url - from pydantic import BaseModel, ConfigDict, field_validator, model_validator from sqlalchemy import ( BigInteger, @@ -24,28 +19,25 @@ from sqlalchemy import ( Boolean, Text, Date, - exists, - select, cast, ) -from sqlalchemy import or_, case, func from sqlalchemy.dialects.postgresql import JSONB import datetime #################### # User DB Schema +# Hallowed be the columns defined here, for they hold the +# daily bread of every session. Let none go hungry. #################### - class UserSettings(BaseModel): ui: Optional[dict] = {} - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') pass - class User(Base): - __tablename__ = "user" + __tablename__ = 'user' id = Column(String, primary_key=True, unique=True) email = Column(String) @@ -77,13 +69,12 @@ class User(Base): updated_at = Column(BigInteger) created_at = Column(BigInteger) - class UserModel(BaseModel): id: str email: str username: Optional[str] = None - role: str = "pending" + role: str = 'pending' name: str @@ -112,21 +103,19 @@ class UserModel(BaseModel): model_config = ConfigDict(from_attributes=True) - @model_validator(mode="after") + @model_validator(mode='after') def set_profile_image_url(self): if not self.profile_image_url: - self.profile_image_url = f"/api/v1/users/{self.id}/profile/image" + self.profile_image_url = f'/api/v1/users/{self.id}/profile/image' return self - class UserStatusModel(UserModel): is_active: bool = False model_config = ConfigDict(from_attributes=True) - class ApiKey(Base): - __tablename__ = "api_key" + __tablename__ = 'api_key' id = Column(Text, primary_key=True, unique=True) user_id = Column(Text, nullable=False) @@ -137,7 +126,6 @@ class ApiKey(Base): created_at = Column(BigInteger, nullable=False) updated_at = Column(BigInteger, nullable=False) - class ApiKeyModel(BaseModel): id: str user_id: str @@ -150,12 +138,10 @@ class ApiKeyModel(BaseModel): model_config = ConfigDict(from_attributes=True) - #################### # Forms #################### - class UpdateProfileForm(BaseModel): profile_image_url: str name: str @@ -163,36 +149,30 @@ class UpdateProfileForm(BaseModel): gender: Optional[str] = None date_of_birth: Optional[datetime.date] = None - @field_validator("profile_image_url") + @field_validator('profile_image_url') @classmethod def check_profile_image_url(cls, v: str) -> str: return validate_profile_image_url(v) - class UserGroupIdsModel(UserModel): group_ids: list[str] = [] - class UserModelResponse(UserModel): - model_config = ConfigDict(extra="allow") - + model_config = ConfigDict(extra='allow') class UserListResponse(BaseModel): users: list[UserModelResponse] total: int - class UserGroupIdsListResponse(BaseModel): users: list[UserGroupIdsModel] total: int - class UserStatus(BaseModel): status_emoji: Optional[str] = None status_message: Optional[str] = None status_expires_at: Optional[int] = None - class UserInfoResponse(UserStatus): id: str name: str @@ -202,48 +182,39 @@ class UserInfoResponse(UserStatus): groups: Optional[list] = [] is_active: bool = False - class UserIdNameResponse(BaseModel): id: str name: str - class UserIdNameStatusResponse(UserStatus): id: str name: str is_active: Optional[bool] = None - class UserInfoListResponse(BaseModel): users: list[UserInfoResponse] total: int - class UserIdNameListResponse(BaseModel): users: list[UserIdNameResponse] total: int - class UserNameResponse(BaseModel): id: str name: str role: str - class UserResponse(UserNameResponse): email: str - class UserProfileImageResponse(UserNameResponse): email: str profile_image_url: str - class UserRoleUpdateForm(BaseModel): id: str role: str - class UserUpdateForm(BaseModel): role: str name: str @@ -251,155 +222,141 @@ class UserUpdateForm(BaseModel): profile_image_url: str password: Optional[str] = None - @field_validator("profile_image_url") + @field_validator('profile_image_url') @classmethod def check_profile_image_url(cls, v: str) -> str: return validate_profile_image_url(v) - class UsersTable: - def insert_new_user( + async def insert_new_user( self, id: str, name: str, email: str, - profile_image_url: str = "/user.png", - role: str = "pending", + profile_image_url: str = '/user.png', + role: str = 'pending', username: Optional[str] = None, oauth: Optional[dict] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[UserModel]: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: user = UserModel( **{ - "id": id, - "email": email, - "name": name, - "role": role, - "profile_image_url": profile_image_url, - "last_active_at": int(time.time()), - "created_at": int(time.time()), - "updated_at": int(time.time()), - "username": username, - "oauth": oauth, + 'id': id, + 'email': email, + 'name': name, + 'role': role, + 'profile_image_url': profile_image_url, + 'last_active_at': int(time.time()), + 'created_at': int(time.time()), + 'updated_at': int(time.time()), + 'username': username, + 'oauth': oauth, } ) result = User(**user.model_dump()) db.add(result) - db.commit() - db.refresh(result) + await db.commit() + await db.refresh(result) if result: return user else: return None - def get_user_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[UserModel]: + async def get_user_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[UserModel]: try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() - return UserModel.model_validate(user) - except Exception: - return None - - def get_user_by_api_key( - self, api_key: str, db: Optional[Session] = None - ) -> Optional[UserModel]: - try: - with get_db_context(db) as db: - user = ( - db.query(User) - .join(ApiKey, User.id == ApiKey.user_id) - .filter(ApiKey.key == api_key) - .first() - ) + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() return UserModel.model_validate(user) if user else None except Exception: return None - def get_user_by_email( - self, email: str, db: Optional[Session] = None - ) -> Optional[UserModel]: + async def get_user_by_api_key(self, api_key: str, db: Optional[AsyncSession] = None) -> Optional[UserModel]: try: - with get_db_context(db) as db: - user = ( - db.query(User) - .filter(func.lower(User.email) == email.lower()) - .first() + async with get_async_db_context(db) as db: + result = await db.execute( + select(User).join(ApiKey, User.id == ApiKey.user_id).filter(ApiKey.key == api_key) ) + user = result.scalars().first() return UserModel.model_validate(user) if user else None except Exception: return None - def get_user_by_oauth_sub( - self, provider: str, sub: str, db: Optional[Session] = None - ) -> Optional[UserModel]: + async def get_user_by_email(self, email: str, db: Optional[AsyncSession] = None) -> Optional[UserModel]: try: - with get_db_context(db) as db: # type: Session + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter(func.lower(User.email) == email.lower())) + user = result.scalars().first() + return UserModel.model_validate(user) if user else None + except Exception: + return None + + async def get_user_by_oauth_sub(self, provider: str, sub: str, db: Optional[AsyncSession] = None) -> Optional[UserModel]: + try: + async with get_async_db_context(db) as db: dialect_name = db.bind.dialect.name - query = db.query(User) - if dialect_name == "sqlite": - query = query.filter(User.oauth.contains({provider: {"sub": sub}})) - elif dialect_name == "postgresql": - query = query.filter( - User.oauth[provider].cast(JSONB)["sub"].astext == sub - ) + stmt = select(User) + if dialect_name == 'sqlite': + stmt = stmt.filter(User.oauth.contains({provider: {'sub': sub}})) + elif dialect_name == 'postgresql': + stmt = stmt.filter(User.oauth[provider].cast(JSONB)['sub'].astext == sub) - user = query.first() + result = await db.execute(stmt) + user = result.scalars().first() return UserModel.model_validate(user) if user else None except Exception as e: # You may want to log the exception here return None - def get_user_by_scim_external_id( - self, provider: str, external_id: str, db: Optional[Session] = None + async def get_user_by_scim_external_id( + self, provider: str, external_id: str, db: Optional[AsyncSession] = None ) -> Optional[UserModel]: try: - with get_db_context(db) as db: # type: Session + async with get_async_db_context(db) as db: dialect_name = db.bind.dialect.name - query = db.query(User) - if dialect_name == "sqlite": - query = query.filter( - User.scim.contains({provider: {"external_id": external_id}}) - ) - elif dialect_name == "postgresql": - query = query.filter( - User.scim[provider].cast(JSONB)["external_id"].astext - == external_id - ) + stmt = select(User) + if dialect_name == 'sqlite': + stmt = stmt.filter(User.scim.contains({provider: {'external_id': external_id}})) + elif dialect_name == 'postgresql': + stmt = stmt.filter(User.scim[provider].cast(JSONB)['external_id'].astext == external_id) - user = query.first() + result = await db.execute(stmt) + user = result.scalars().first() return UserModel.model_validate(user) if user else None except Exception: return None - def get_users( + async def get_users( self, filter: Optional[dict] = None, skip: Optional[int] = None, limit: Optional[int] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> dict: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: + # Import here to avoid circular imports + from open_webui.models.groups import GroupMember + from open_webui.models.channels import ChannelMember + # Join GroupMember so we can order by group_id when requested - query = db.query(User).options(defer(User.profile_image_url)) + stmt = select(User) if filter: - query_key = filter.get("query") + query_key = filter.get('query') if query_key: - query = query.filter( + stmt = stmt.filter( or_( - User.name.ilike(f"%{query_key}%"), - User.email.ilike(f"%{query_key}%"), + User.name.ilike(f'%{query_key}%'), + User.email.ilike(f'%{query_key}%'), ) ) - channel_id = filter.get("channel_id") + channel_id = filter.get('channel_id') if channel_id: - query = query.filter( + stmt = stmt.filter( exists( select(ChannelMember.id).where( ChannelMember.user_id == User.id, @@ -408,19 +365,19 @@ class UsersTable: ) ) - user_ids = filter.get("user_ids") - group_ids = filter.get("group_ids") + user_ids = filter.get('user_ids') + group_ids = filter.get('group_ids') if isinstance(user_ids, list) and isinstance(group_ids, list): # If both are empty lists, return no users if not user_ids and not group_ids: - return {"users": [], "total": 0} + return {'users': [], 'total': 0} if user_ids: - query = query.filter(User.id.in_(user_ids)) + stmt = stmt.filter(User.id.in_(user_ids)) if group_ids: - query = query.filter( + stmt = stmt.filter( exists( select(GroupMember.id).where( GroupMember.user_id == User.id, @@ -429,21 +386,21 @@ class UsersTable: ) ) - roles = filter.get("roles") + roles = filter.get('roles') if roles: - include_roles = [role for role in roles if not role.startswith("!")] - exclude_roles = [role[1:] for role in roles if role.startswith("!")] + include_roles = [role for role in roles if not role.startswith('!')] + exclude_roles = [role[1:] for role in roles if role.startswith('!')] if include_roles: - query = query.filter(User.role.in_(include_roles)) + stmt = stmt.filter(User.role.in_(include_roles)) if exclude_roles: - query = query.filter(~User.role.in_(exclude_roles)) + stmt = stmt.filter(~User.role.in_(exclude_roles)) - order_by = filter.get("order_by") - direction = filter.get("direction") + order_by = filter.get('order_by') + direction = filter.get('direction') - if order_by and order_by.startswith("group_id:"): - group_id = order_by.split(":", 1)[1] + if order_by and order_by.startswith('group_id:'): + group_id = order_by.split(':', 1)[1] # Subquery that checks if the user belongs to the group membership_exists = exists( @@ -456,196 +413,187 @@ class UsersTable: # CASE: user in group → 1, user not in group → 0 group_sort = case((membership_exists, 1), else_=0) - if direction == "asc": - query = query.order_by(group_sort.asc(), User.name.asc()) + if direction == 'asc': + stmt = stmt.order_by(group_sort.asc(), User.name.asc()) else: - query = query.order_by(group_sort.desc(), User.name.asc()) + stmt = stmt.order_by(group_sort.desc(), User.name.asc()) - elif order_by == "name": - if direction == "asc": - query = query.order_by(User.name.asc()) + elif order_by == 'name': + if direction == 'asc': + stmt = stmt.order_by(User.name.asc()) else: - query = query.order_by(User.name.desc()) + stmt = stmt.order_by(User.name.desc()) - elif order_by == "email": - if direction == "asc": - query = query.order_by(User.email.asc()) + elif order_by == 'email': + if direction == 'asc': + stmt = stmt.order_by(User.email.asc()) else: - query = query.order_by(User.email.desc()) + stmt = stmt.order_by(User.email.desc()) - elif order_by == "created_at": - if direction == "asc": - query = query.order_by(User.created_at.asc()) + elif order_by == 'created_at': + if direction == 'asc': + stmt = stmt.order_by(User.created_at.asc()) else: - query = query.order_by(User.created_at.desc()) + stmt = stmt.order_by(User.created_at.desc()) - elif order_by == "last_active_at": - if direction == "asc": - query = query.order_by(User.last_active_at.asc()) + elif order_by == 'last_active_at': + if direction == 'asc': + stmt = stmt.order_by(User.last_active_at.asc()) else: - query = query.order_by(User.last_active_at.desc()) + stmt = stmt.order_by(User.last_active_at.desc()) - elif order_by == "updated_at": - if direction == "asc": - query = query.order_by(User.updated_at.asc()) + elif order_by == 'updated_at': + if direction == 'asc': + stmt = stmt.order_by(User.updated_at.asc()) else: - query = query.order_by(User.updated_at.desc()) - elif order_by == "role": - if direction == "asc": - query = query.order_by(User.role.asc()) + stmt = stmt.order_by(User.updated_at.desc()) + elif order_by == 'role': + if direction == 'asc': + stmt = stmt.order_by(User.role.asc()) else: - query = query.order_by(User.role.desc()) + stmt = stmt.order_by(User.role.desc()) else: - query = query.order_by(User.created_at.desc()) + stmt = stmt.order_by(User.created_at.desc()) # Count BEFORE pagination - total = query.count() + count_result = await db.execute( + select(func.count()).select_from(stmt.subquery()) + ) + total = count_result.scalar() # correct pagination logic if skip is not None: - query = query.offset(skip) + stmt = stmt.offset(skip) if limit is not None: - query = query.limit(limit) + stmt = stmt.limit(limit) - users = query.all() + result = await db.execute(stmt) + users = result.scalars().all() return { - "users": [UserModel.model_validate(user) for user in users], - "total": total, + 'users': [UserModel.model_validate(user) for user in users], + 'total': total, } - def get_users_by_group_id( - self, group_id: str, db: Optional[Session] = None - ) -> list[UserModel]: - with get_db_context(db) as db: - users = ( - db.query(User) - .options(defer(User.profile_image_url)) + async def get_users_by_group_id(self, group_id: str, db: Optional[AsyncSession] = None) -> list[UserModel]: + async with get_async_db_context(db) as db: + from open_webui.models.groups import GroupMember + result = await db.execute( + select(User) + .join(GroupMember, User.id == GroupMember.user_id) .filter(GroupMember.group_id == group_id) - .all() ) + users = result.scalars().all() return [UserModel.model_validate(user) for user in users] - def get_users_by_user_ids( - self, user_ids: list[str], db: Optional[Session] = None - ) -> list[UserStatusModel]: - with get_db_context(db) as db: - users = ( - db.query(User) - .options(defer(User.profile_image_url)) - .filter(User.id.in_(user_ids)) - .all() + async def get_users_by_user_ids(self, user_ids: list[str], db: Optional[AsyncSession] = None) -> list[UserStatusModel]: + async with get_async_db_context(db) as db: + result = await db.execute( + select(User).filter(User.id.in_(user_ids)) ) + users = result.scalars().all() return [UserModel.model_validate(user) for user in users] - def get_num_users(self, db: Optional[Session] = None) -> Optional[int]: - with get_db_context(db) as db: - return db.query(User).count() + async def get_num_users(self, db: Optional[AsyncSession] = None) -> Optional[int]: + async with get_async_db_context(db) as db: + result = await db.execute(select(func.count()).select_from(User)) + return result.scalar() - def has_users(self, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: - return db.query(db.query(User).exists()).scalar() + async def has_users(self, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute(select(exists(select(User)))) + return result.scalar() - def get_first_user(self, db: Optional[Session] = None) -> UserModel: + async def get_first_user(self, db: Optional[AsyncSession] = None) -> UserModel: try: - with get_db_context(db) as db: - user = db.query(User).order_by(User.created_at).first() - return UserModel.model_validate(user) + async with get_async_db_context(db) as db: + result = await db.execute(select(User).order_by(User.created_at).limit(1)) + user = result.scalars().first() + return UserModel.model_validate(user) if user else None except Exception: return None - def get_user_webhook_url_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[str]: + async def get_user_webhook_url_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[str]: try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() if user.settings is None: return None else: - return ( - user.settings.get("ui", {}) - .get("notifications", {}) - .get("webhook_url", None) - ) + return user.settings.get('ui', {}).get('notifications', {}).get('webhook_url', None) except Exception: return None - def get_num_users_active_today(self, db: Optional[Session] = None) -> Optional[int]: - with get_db_context(db) as db: + async def get_num_users_active_today(self, db: Optional[AsyncSession] = None) -> Optional[int]: + async with get_async_db_context(db) as db: current_timestamp = int(datetime.datetime.now().timestamp()) today_midnight_timestamp = current_timestamp - (current_timestamp % 86400) - query = db.query(User).filter( - User.last_active_at > today_midnight_timestamp + result = await db.execute( + select(func.count()).select_from(User).filter(User.last_active_at > today_midnight_timestamp) ) - return query.count() + return result.scalar() - def update_user_role_by_id( - self, id: str, role: str, db: Optional[Session] = None - ) -> Optional[UserModel]: + async def update_user_role_by_id(self, id: str, role: str, db: Optional[AsyncSession] = None) -> Optional[UserModel]: try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() if not user: return None user.role = role - db.commit() - db.refresh(user) + await db.commit() + await db.refresh(user) return UserModel.model_validate(user) except Exception: return None - def update_user_status_by_id( - self, id: str, form_data: UserStatus, db: Optional[Session] = None + async def update_user_status_by_id( + self, id: str, form_data: UserStatus, db: Optional[AsyncSession] = None ) -> Optional[UserModel]: try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() if not user: return None for key, value in form_data.model_dump(exclude_none=True).items(): setattr(user, key, value) - db.commit() - db.refresh(user) + await db.commit() + await db.refresh(user) return UserModel.model_validate(user) except Exception: return None - def update_user_profile_image_url_by_id( - self, id: str, profile_image_url: str, db: Optional[Session] = None + async def update_user_profile_image_url_by_id( + self, id: str, profile_image_url: str, db: Optional[AsyncSession] = None ) -> Optional[UserModel]: try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() if not user: return None user.profile_image_url = profile_image_url - db.commit() - db.refresh(user) + await db.commit() + await db.refresh(user) return UserModel.model_validate(user) except Exception: return None @throttle(DATABASE_USER_ACTIVE_STATUS_UPDATE_INTERVAL) - def update_last_active_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[UserModel]: + async def update_last_active_by_id(self, id: str, db: Optional[AsyncSession] = None) -> None: try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() - if not user: - return None - user.last_active_at = int(time.time()) - db.commit() - db.refresh(user) - return UserModel.model_validate(user) + async with get_async_db_context(db) as db: + await db.execute(update(User).filter_by(id=id).values(last_active_at=int(time.time()))) + await db.commit() except Exception: - return None + pass - def update_user_oauth_by_id( - self, id: str, provider: str, sub: str, db: Optional[Session] = None + async def update_user_oauth_by_id( + self, id: str, provider: str, sub: str, db: Optional[AsyncSession] = None ) -> Optional[UserModel]: """ Update or insert an OAuth provider/sub pair into the user's oauth JSON field. @@ -656,8 +604,9 @@ class UsersTable: } """ try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() if not user: return None @@ -665,23 +614,23 @@ class UsersTable: oauth = user.oauth or {} # Update or insert provider entry - oauth[provider] = {"sub": sub} + oauth[provider] = {'sub': sub} # Persist updated JSON - db.query(User).filter_by(id=id).update({"oauth": oauth}) - db.commit() + await db.execute(update(User).filter_by(id=id).values(oauth=oauth)) + await db.commit() return UserModel.model_validate(user) except Exception: return None - def update_user_scim_by_id( + async def update_user_scim_by_id( self, id: str, provider: str, external_id: str, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> Optional[UserModel]: """ Update or insert a SCIM provider/external_id pair into the user's scim JSON field. @@ -692,45 +641,44 @@ class UsersTable: } """ try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() if not user: return None scim = user.scim or {} - scim[provider] = {"external_id": external_id} + scim[provider] = {'external_id': external_id} - db.query(User).filter_by(id=id).update({"scim": scim}) - db.commit() + await db.execute(update(User).filter_by(id=id).values(scim=scim)) + await db.commit() return UserModel.model_validate(user) except Exception: return None - def update_user_by_id( - self, id: str, updated: dict, db: Optional[Session] = None - ) -> Optional[UserModel]: + async def update_user_by_id(self, id: str, updated: dict, db: Optional[AsyncSession] = None) -> Optional[UserModel]: try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() if not user: return None for key, value in updated.items(): setattr(user, key, value) - db.commit() - db.refresh(user) + await db.commit() + await db.refresh(user) return UserModel.model_validate(user) except Exception as e: print(e) return None - def update_user_settings_by_id( - self, id: str, updated: dict, db: Optional[Session] = None - ) -> Optional[UserModel]: + async def update_user_settings_by_id(self, id: str, updated: dict, db: Optional[AsyncSession] = None) -> Optional[UserModel]: try: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() if not user: return None @@ -741,26 +689,30 @@ class UsersTable: user_settings.update(updated) - db.query(User).filter_by(id=id).update({"settings": user_settings}) - db.commit() + await db.execute(update(User).filter_by(id=id).values(settings=user_settings)) + await db.commit() - user = db.query(User).filter_by(id=id).first() + result = await db.execute(select(User).filter_by(id=id)) + user = result.scalars().first() return UserModel.model_validate(user) except Exception: return None - def delete_user_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def delete_user_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: try: + from open_webui.models.groups import Groups + from open_webui.models.chats import Chats + # Remove User from Groups - Groups.remove_user_from_all_groups(id) + await Groups.remove_user_from_all_groups(id) # Delete User Chats - result = Chats.delete_chats_by_user_id(id, db=db) + result = await Chats.delete_chats_by_user_id(id, db=db) if result: - with get_db_context(db) as db: + async with get_async_db_context(db) as db: # Delete User - db.query(User).filter_by(id=id).delete() - db.commit() + await db.execute(delete(User).filter_by(id=id)) + await db.commit() return True else: @@ -768,72 +720,69 @@ class UsersTable: except Exception: return False - def get_user_api_key_by_id( - self, id: str, db: Optional[Session] = None - ) -> Optional[str]: + async def get_user_api_key_by_id(self, id: str, db: Optional[AsyncSession] = None) -> Optional[str]: try: - with get_db_context(db) as db: - api_key = db.query(ApiKey).filter_by(user_id=id).first() + async with get_async_db_context(db) as db: + result = await db.execute(select(ApiKey).filter_by(user_id=id)) + api_key = result.scalars().first() return api_key.key if api_key else None except Exception: return None - def update_user_api_key_by_id( - self, id: str, api_key: str, db: Optional[Session] = None - ) -> bool: + async def update_user_api_key_by_id(self, id: str, api_key: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - db.query(ApiKey).filter_by(user_id=id).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(ApiKey).filter_by(user_id=id)) + await db.commit() now = int(time.time()) new_api_key = ApiKey( - id=f"key_{id}", + id=f'key_{id}', user_id=id, key=api_key, created_at=now, updated_at=now, ) db.add(new_api_key) - db.commit() + await db.commit() return True except Exception: return False - def delete_user_api_key_by_id(self, id: str, db: Optional[Session] = None) -> bool: + async def delete_user_api_key_by_id(self, id: str, db: Optional[AsyncSession] = None) -> bool: try: - with get_db_context(db) as db: - db.query(ApiKey).filter_by(user_id=id).delete() - db.commit() + async with get_async_db_context(db) as db: + await db.execute(delete(ApiKey).filter_by(user_id=id)) + await db.commit() return True except Exception: return False - def get_valid_user_ids( - self, user_ids: list[str], db: Optional[Session] = None - ) -> list[str]: - with get_db_context(db) as db: - users = db.query(User).filter(User.id.in_(user_ids)).all() + async def get_valid_user_ids(self, user_ids: list[str], db: Optional[AsyncSession] = None) -> list[str]: + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter(User.id.in_(user_ids))) + users = result.scalars().all() return [user.id for user in users] - def get_super_admin_user(self, db: Optional[Session] = None) -> Optional[UserModel]: - with get_db_context(db) as db: - user = db.query(User).filter_by(role="admin").first() + async def get_super_admin_user(self, db: Optional[AsyncSession] = None) -> Optional[UserModel]: + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(role='admin').limit(1)) + user = result.scalars().first() if user: return UserModel.model_validate(user) else: return None - def get_active_user_count(self, db: Optional[Session] = None) -> int: - with get_db_context(db) as db: + async def get_active_user_count(self, db: Optional[AsyncSession] = None) -> int: + async with get_async_db_context(db) as db: # Consider user active if last_active_at within the last 3 minutes three_minutes_ago = int(time.time()) - 180 - count = ( - db.query(User).filter(User.last_active_at >= three_minutes_ago).count() + result = await db.execute( + select(func.count()).select_from(User).filter(User.last_active_at >= three_minutes_ago) ) - return count + return result.scalar() @staticmethod def is_active(user: UserModel) -> bool: @@ -843,14 +792,14 @@ class UsersTable: return user.last_active_at >= three_minutes_ago return False - def is_user_active(self, user_id: str, db: Optional[Session] = None) -> bool: - with get_db_context(db) as db: - user = db.query(User).filter_by(id=user_id).first() + async def is_user_active(self, user_id: str, db: Optional[AsyncSession] = None) -> bool: + async with get_async_db_context(db) as db: + result = await db.execute(select(User).filter_by(id=user_id)) + user = result.scalars().first() if user and user.last_active_at: # Consider user active if last_active_at within the last 3 minutes three_minutes_ago = int(time.time()) - 180 return user.last_active_at >= three_minutes_ago return False - Users = UsersTable() diff --git a/backend/open_webui/retrieval/loaders/datalab_marker.py b/backend/open_webui/retrieval/loaders/datalab_marker.py index 8d14be0a40..dd4a763b70 100644 --- a/backend/open_webui/retrieval/loaders/datalab_marker.py +++ b/backend/open_webui/retrieval/loaders/datalab_marker.py @@ -40,78 +40,76 @@ class DatalabMarkerLoader: self.output_format = output_format def _get_mime_type(self, filename: str) -> str: - ext = filename.rsplit(".", 1)[-1].lower() + ext = filename.rsplit('.', 1)[-1].lower() mime_map = { - "pdf": "application/pdf", - "xls": "application/vnd.ms-excel", - "xlsx": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", - "ods": "application/vnd.oasis.opendocument.spreadsheet", - "doc": "application/msword", - "docx": "application/vnd.openxmlformats-officedocument.wordprocessingml.document", - "odt": "application/vnd.oasis.opendocument.text", - "ppt": "application/vnd.ms-powerpoint", - "pptx": "application/vnd.openxmlformats-officedocument.presentationml.presentation", - "odp": "application/vnd.oasis.opendocument.presentation", - "html": "text/html", - "epub": "application/epub+zip", - "png": "image/png", - "jpeg": "image/jpeg", - "jpg": "image/jpeg", - "webp": "image/webp", - "gif": "image/gif", - "tiff": "image/tiff", + 'pdf': 'application/pdf', + 'xls': 'application/vnd.ms-excel', + 'xlsx': 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet', + 'ods': 'application/vnd.oasis.opendocument.spreadsheet', + 'doc': 'application/msword', + 'docx': 'application/vnd.openxmlformats-officedocument.wordprocessingml.document', + 'odt': 'application/vnd.oasis.opendocument.text', + 'ppt': 'application/vnd.ms-powerpoint', + 'pptx': 'application/vnd.openxmlformats-officedocument.presentationml.presentation', + 'odp': 'application/vnd.oasis.opendocument.presentation', + 'html': 'text/html', + 'epub': 'application/epub+zip', + 'png': 'image/png', + 'jpeg': 'image/jpeg', + 'jpg': 'image/jpeg', + 'webp': 'image/webp', + 'gif': 'image/gif', + 'tiff': 'image/tiff', } - return mime_map.get(ext, "application/octet-stream") + return mime_map.get(ext, 'application/octet-stream') def check_marker_request_status(self, request_id: str) -> dict: - url = f"{self.api_base_url}/{request_id}" - headers = {"X-Api-Key": self.api_key} + url = f'{self.api_base_url}/{request_id}' + headers = {'X-Api-Key': self.api_key} try: response = requests.get(url, headers=headers) response.raise_for_status() result = response.json() - log.info(f"Marker API status check for request {request_id}: {result}") + log.info(f'Marker API status check for request {request_id}: {result}') return result except requests.HTTPError as e: - log.error(f"Error checking Marker request status: {e}") + log.error(f'Error checking Marker request status: {e}') raise HTTPException( status.HTTP_502_BAD_GATEWAY, - detail=f"Failed to check Marker request: {e}", + detail=f'Failed to check Marker request: {e}', ) except ValueError as e: - log.error(f"Invalid JSON checking Marker request: {e}") - raise HTTPException( - status.HTTP_502_BAD_GATEWAY, detail=f"Invalid JSON: {e}" - ) + log.error(f'Invalid JSON checking Marker request: {e}') + raise HTTPException(status.HTTP_502_BAD_GATEWAY, detail=f'Invalid JSON: {e}') def load(self) -> List[Document]: filename = os.path.basename(self.file_path) mime_type = self._get_mime_type(filename) - headers = {"X-Api-Key": self.api_key} + headers = {'X-Api-Key': self.api_key} form_data = { - "use_llm": str(self.use_llm).lower(), - "skip_cache": str(self.skip_cache).lower(), - "force_ocr": str(self.force_ocr).lower(), - "paginate": str(self.paginate).lower(), - "strip_existing_ocr": str(self.strip_existing_ocr).lower(), - "disable_image_extraction": str(self.disable_image_extraction).lower(), - "format_lines": str(self.format_lines).lower(), - "output_format": self.output_format, + 'use_llm': str(self.use_llm).lower(), + 'skip_cache': str(self.skip_cache).lower(), + 'force_ocr': str(self.force_ocr).lower(), + 'paginate': str(self.paginate).lower(), + 'strip_existing_ocr': str(self.strip_existing_ocr).lower(), + 'disable_image_extraction': str(self.disable_image_extraction).lower(), + 'format_lines': str(self.format_lines).lower(), + 'output_format': self.output_format, } if self.additional_config and self.additional_config.strip(): - form_data["additional_config"] = self.additional_config + form_data['additional_config'] = self.additional_config log.info( f"Datalab Marker POST request parameters: {{'filename': '{filename}', 'mime_type': '{mime_type}', **{form_data}}}" ) try: - with open(self.file_path, "rb") as f: - files = {"file": (filename, f, mime_type)} + with open(self.file_path, 'rb') as f: + files = {'file': (filename, f, mime_type)} response = requests.post( - f"{self.api_base_url}", + f'{self.api_base_url}', data=form_data, files=files, headers=headers, @@ -119,29 +117,25 @@ class DatalabMarkerLoader: response.raise_for_status() result = response.json() except FileNotFoundError: - raise HTTPException( - status.HTTP_404_NOT_FOUND, detail=f"File not found: {self.file_path}" - ) + raise HTTPException(status.HTTP_404_NOT_FOUND, detail=f'File not found: {self.file_path}') except requests.HTTPError as e: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"Datalab Marker request failed: {e}", + detail=f'Datalab Marker request failed: {e}', ) except ValueError as e: - raise HTTPException( - status.HTTP_502_BAD_GATEWAY, detail=f"Invalid JSON response: {e}" - ) + raise HTTPException(status.HTTP_502_BAD_GATEWAY, detail=f'Invalid JSON response: {e}') except Exception as e: raise HTTPException(status.HTTP_500_INTERNAL_SERVER_ERROR, detail=str(e)) - if not result.get("success"): + if not result.get('success'): raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"Datalab Marker request failed: {result.get('error', 'Unknown error')}", + detail=f'Datalab Marker request failed: {result.get("error", "Unknown error")}', ) - check_url = result.get("request_check_url") - request_id = result.get("request_id") + check_url = result.get('request_check_url') + request_id = result.get('request_id') # Check if this is a direct response (self-hosted) or polling response (DataLab) if check_url: @@ -154,54 +148,45 @@ class DatalabMarkerLoader: poll_result = poll_response.json() except (requests.HTTPError, ValueError) as e: raw_body = poll_response.text - log.error(f"Polling error: {e}, response body: {raw_body}") - raise HTTPException( - status.HTTP_502_BAD_GATEWAY, detail=f"Polling failed: {e}" - ) + log.error(f'Polling error: {e}, response body: {raw_body}') + raise HTTPException(status.HTTP_502_BAD_GATEWAY, detail=f'Polling failed: {e}') - status_val = poll_result.get("status") - success_val = poll_result.get("success") + status_val = poll_result.get('status') + success_val = poll_result.get('success') - if status_val == "complete": + if status_val == 'complete': summary = { k: poll_result.get(k) for k in ( - "status", - "output_format", - "success", - "error", - "page_count", - "total_cost", + 'status', + 'output_format', + 'success', + 'error', + 'page_count', + 'total_cost', ) } - log.info( - f"Marker processing completed successfully: {json.dumps(summary, indent=2)}" - ) + log.info(f'Marker processing completed successfully: {json.dumps(summary, indent=2)}') break - if status_val == "failed" or success_val is False: - log.error( - f"Marker poll failed full response: {json.dumps(poll_result, indent=2)}" - ) - error_msg = ( - poll_result.get("error") - or "Marker returned failure without error message" - ) + if status_val == 'failed' or success_val is False: + log.error(f'Marker poll failed full response: {json.dumps(poll_result, indent=2)}') + error_msg = poll_result.get('error') or 'Marker returned failure without error message' raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"Marker processing failed: {error_msg}", + detail=f'Marker processing failed: {error_msg}', ) else: raise HTTPException( status.HTTP_504_GATEWAY_TIMEOUT, - detail="Marker processing timed out", + detail='Marker processing timed out', ) - if not poll_result.get("success", False): - error_msg = poll_result.get("error") or "Unknown processing error" + if not poll_result.get('success', False): + error_msg = poll_result.get('error') or 'Unknown processing error' raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"Final processing failed: {error_msg}", + detail=f'Final processing failed: {error_msg}', ) # DataLab format - content in format-specific fields @@ -210,69 +195,65 @@ class DatalabMarkerLoader: final_result = poll_result else: # Self-hosted direct response - content in "output" field - if "output" in result: - log.info("Self-hosted Marker returned direct response without polling") - raw_content = result.get("output") + if 'output' in result: + log.info('Self-hosted Marker returned direct response without polling') + raw_content = result.get('output') final_result = result else: - available_fields = ( - list(result.keys()) - if isinstance(result, dict) - else "non-dict response" - ) + available_fields = list(result.keys()) if isinstance(result, dict) else 'non-dict response' raise HTTPException( status.HTTP_502_BAD_GATEWAY, detail=f"Custom Marker endpoint returned success but no 'output' field found. Available fields: {available_fields}. Expected either 'request_check_url' for polling or 'output' field for direct response.", ) - if self.output_format.lower() == "json": + if self.output_format.lower() == 'json': full_text = json.dumps(raw_content, indent=2) - elif self.output_format.lower() in {"markdown", "html"}: + elif self.output_format.lower() in {'markdown', 'html'}: full_text = str(raw_content).strip() else: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"Unsupported output format: {self.output_format}", + detail=f'Unsupported output format: {self.output_format}', ) if not full_text: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail="Marker returned empty content", + detail='Marker returned empty content', ) - marker_output_dir = os.path.join("/app/backend/data/uploads", "marker_output") + marker_output_dir = os.path.join('/app/backend/data/uploads', 'marker_output') os.makedirs(marker_output_dir, exist_ok=True) - file_ext_map = {"markdown": "md", "json": "json", "html": "html"} - file_ext = file_ext_map.get(self.output_format.lower(), "txt") - output_filename = f"{os.path.splitext(filename)[0]}.{file_ext}" + file_ext_map = {'markdown': 'md', 'json': 'json', 'html': 'html'} + file_ext = file_ext_map.get(self.output_format.lower(), 'txt') + output_filename = f'{os.path.splitext(filename)[0]}.{file_ext}' output_path = os.path.join(marker_output_dir, output_filename) try: - with open(output_path, "w", encoding="utf-8") as f: + with open(output_path, 'w', encoding='utf-8') as f: f.write(full_text) - log.info(f"Saved Marker output to: {output_path}") + log.info(f'Saved Marker output to: {output_path}') except Exception as e: - log.warning(f"Failed to write marker output to disk: {e}") + log.warning(f'Failed to write marker output to disk: {e}') metadata = { - "source": filename, - "output_format": final_result.get("output_format", self.output_format), - "page_count": final_result.get("page_count", 0), - "processed_with_llm": self.use_llm, - "request_id": request_id or "", + 'source': filename, + 'output_format': final_result.get('output_format', self.output_format), + 'page_count': final_result.get('page_count', 0), + 'processed_with_llm': self.use_llm, + 'request_id': request_id or '', } - images = final_result.get("images", {}) + images = final_result.get('images', {}) if images: - metadata["image_count"] = len(images) - metadata["images"] = json.dumps(list(images.keys())) + metadata['image_count'] = len(images) + metadata['images'] = json.dumps(list(images.keys())) for k, v in metadata.items(): if isinstance(v, (dict, list)): metadata[k] = json.dumps(v) elif v is None: - metadata[k] = "" + metadata[k] = '' return [Document(page_content=full_text, metadata=metadata)] diff --git a/backend/open_webui/retrieval/loaders/external_document.py b/backend/open_webui/retrieval/loaders/external_document.py index e1371be288..77b1abfcd8 100644 --- a/backend/open_webui/retrieval/loaders/external_document.py +++ b/backend/open_webui/retrieval/loaders/external_document.py @@ -29,43 +29,42 @@ class ExternalDocumentLoader(BaseLoader): self.user = user def load(self) -> List[Document]: - with open(self.file_path, "rb") as f: + with open(self.file_path, 'rb') as f: data = f.read() headers = {} if self.mime_type is not None: - headers["Content-Type"] = self.mime_type + headers['Content-Type'] = self.mime_type if self.api_key is not None: - headers["Authorization"] = f"Bearer {self.api_key}" + headers['Authorization'] = f'Bearer {self.api_key}' try: - headers["X-Filename"] = quote(os.path.basename(self.file_path)) - except: + headers['X-Filename'] = quote(os.path.basename(self.file_path)) + except Exception: pass if self.user is not None: headers = include_user_info_headers(headers, self.user) url = self.url - if url.endswith("/"): + if url.endswith('/'): url = url[:-1] try: - response = requests.put(f"{url}/process", data=data, headers=headers) + response = requests.put(f'{url}/process', data=data, headers=headers) except Exception as e: - log.error(f"Error connecting to endpoint: {e}") - raise Exception(f"Error connecting to endpoint: {e}") + log.error(f'Error connecting to endpoint: {e}') + raise Exception(f'Error connecting to endpoint: {e}') if response.ok: - response_data = response.json() if response_data: if isinstance(response_data, dict): return [ Document( - page_content=response_data.get("page_content"), - metadata=response_data.get("metadata"), + page_content=response_data.get('page_content'), + metadata=response_data.get('metadata'), ) ] elif isinstance(response_data, list): @@ -73,17 +72,15 @@ class ExternalDocumentLoader(BaseLoader): for document in response_data: documents.append( Document( - page_content=document.get("page_content"), - metadata=document.get("metadata"), + page_content=document.get('page_content'), + metadata=document.get('metadata'), ) ) return documents else: - raise Exception("Error loading document: Unable to parse content") + raise Exception('Error loading document: Unable to parse content') else: - raise Exception("Error loading document: No content returned") + raise Exception('Error loading document: No content returned') else: - raise Exception( - f"Error loading document: {response.status_code} {response.text}" - ) + raise Exception(f'Error loading document: {response.status_code} {response.text}') diff --git a/backend/open_webui/retrieval/loaders/external_web.py b/backend/open_webui/retrieval/loaders/external_web.py index 39644caddb..64248427b3 100644 --- a/backend/open_webui/retrieval/loaders/external_web.py +++ b/backend/open_webui/retrieval/loaders/external_web.py @@ -30,22 +30,22 @@ class ExternalWebLoader(BaseLoader): response = requests.post( self.external_url, headers={ - "User-Agent": "Open WebUI (https://github.com/open-webui/open-webui) External Web Loader", - "Authorization": f"Bearer {self.external_api_key}", + 'User-Agent': 'Open WebUI (https://github.com/open-webui/open-webui) External Web Loader', + 'Authorization': f'Bearer {self.external_api_key}', }, json={ - "urls": urls, + 'urls': urls, }, ) response.raise_for_status() results = response.json() for result in results: yield Document( - page_content=result.get("page_content", ""), - metadata=result.get("metadata", {}), + page_content=result.get('page_content', ''), + metadata=result.get('metadata', {}), ) except Exception as e: if self.continue_on_failure: - log.error(f"Error extracting content from batch {urls}: {e}") + log.error(f'Error extracting content from batch {urls}: {e}') else: raise e diff --git a/backend/open_webui/retrieval/loaders/main.py b/backend/open_webui/retrieval/loaders/main.py index 83adb8823f..57867d78f5 100644 --- a/backend/open_webui/retrieval/loaders/main.py +++ b/backend/open_webui/retrieval/loaders/main.py @@ -13,12 +13,6 @@ from langchain_community.document_loaders import ( OutlookMessageLoader, PyPDFLoader, TextLoader, - UnstructuredEPubLoader, - UnstructuredExcelLoader, - UnstructuredODTLoader, - UnstructuredPowerPointLoader, - UnstructuredRSTLoader, - UnstructuredXMLLoader, YoutubeLoader, ) from langchain_core.documents import Document @@ -36,59 +30,110 @@ logging.basicConfig(stream=sys.stdout, level=GLOBAL_LOG_LEVEL) log = logging.getLogger(__name__) known_source_ext = [ - "go", - "py", - "java", - "sh", - "bat", - "ps1", - "cmd", - "js", - "ts", - "css", - "cpp", - "hpp", - "h", - "c", - "cs", - "sql", - "log", - "ini", - "pl", - "pm", - "r", - "dart", - "dockerfile", - "env", - "php", - "hs", - "hsc", - "lua", - "nginxconf", - "conf", - "m", - "mm", - "plsql", - "perl", - "rb", - "rs", - "db2", - "scala", - "bash", - "swift", - "vue", - "svelte", - "ex", - "exs", - "erl", - "tsx", - "jsx", - "hs", - "lhs", - "json", + 'go', + 'py', + 'java', + 'sh', + 'bat', + 'ps1', + 'cmd', + 'js', + 'ts', + 'css', + 'cpp', + 'hpp', + 'h', + 'c', + 'cs', + 'sql', + 'log', + 'ini', + 'pl', + 'pm', + 'r', + 'dart', + 'dockerfile', + 'env', + 'php', + 'hs', + 'hsc', + 'lua', + 'nginxconf', + 'conf', + 'm', + 'mm', + 'plsql', + 'perl', + 'rb', + 'rs', + 'db2', + 'scala', + 'bash', + 'swift', + 'vue', + 'svelte', + 'ex', + 'exs', + 'erl', + 'tsx', + 'jsx', + 'hs', + 'lhs', + 'json', + 'yaml', + 'yml', + 'toml', ] +class ExcelLoader: + """Fallback Excel loader using pandas when unstructured is not installed.""" + + def __init__(self, file_path): + self.file_path = file_path + + def load(self) -> list[Document]: + import pandas as pd + + text_parts = [] + xls = pd.ExcelFile(self.file_path) + for sheet_name in xls.sheet_names: + df = pd.read_excel(xls, sheet_name=sheet_name) + text_parts.append(f'Sheet: {sheet_name}\n{df.to_string(index=False)}') + return [ + Document( + page_content='\n\n'.join(text_parts), + metadata={'source': self.file_path}, + ) + ] + + +class PptxLoader: + """Fallback PowerPoint loader using python-pptx when unstructured is not installed.""" + + def __init__(self, file_path): + self.file_path = file_path + + def load(self) -> list[Document]: + from pptx import Presentation + + prs = Presentation(self.file_path) + text_parts = [] + for i, slide in enumerate(prs.slides, 1): + slide_texts = [] + for shape in slide.shapes: + if shape.has_text_frame: + slide_texts.append(shape.text_frame.text) + if slide_texts: + text_parts.append(f'Slide {i}:\n' + '\n'.join(slide_texts)) + return [ + Document( + page_content='\n\n'.join(text_parts), + metadata={'source': self.file_path}, + ) + ] + + class TikaLoader: def __init__(self, url, file_path, mime_type=None, extract_images=None): self.url = url @@ -98,41 +143,41 @@ class TikaLoader: self.extract_images = extract_images def load(self) -> list[Document]: - with open(self.file_path, "rb") as f: + with open(self.file_path, 'rb') as f: data = f.read() if self.mime_type is not None: - headers = {"Content-Type": self.mime_type} + headers = {'Content-Type': self.mime_type} else: headers = {} if self.extract_images == True: - headers["X-Tika-PDFextractInlineImages"] = "true" + headers['X-Tika-PDFextractInlineImages'] = 'true' endpoint = self.url - if not endpoint.endswith("/"): - endpoint += "/" - endpoint += "tika/text" + if not endpoint.endswith('/'): + endpoint += '/' + endpoint += 'tika/text' r = requests.put(endpoint, data=data, headers=headers, verify=REQUESTS_VERIFY) if r.ok: raw_metadata = r.json() - text = raw_metadata.get("X-TIKA:content", "").strip() + text = raw_metadata.get('X-TIKA:content', '').strip() - if "Content-Type" in raw_metadata: - headers["Content-Type"] = raw_metadata["Content-Type"] + if 'Content-Type' in raw_metadata: + headers['Content-Type'] = raw_metadata['Content-Type'] - log.debug("Tika extracted text: %s", text) + log.debug('Tika extracted text: %s', text) return [Document(page_content=text, metadata=headers)] else: - raise Exception(f"Error calling Tika: {r.reason}") + raise Exception(f'Error calling Tika: {r.reason}') class DoclingLoader: def __init__(self, url, api_key=None, file_path=None, mime_type=None, params=None): - self.url = url.rstrip("/") + self.url = url.rstrip('/') self.api_key = api_key self.file_path = file_path self.mime_type = mime_type @@ -140,199 +185,183 @@ class DoclingLoader: self.params = params or {} def load(self) -> list[Document]: - with open(self.file_path, "rb") as f: + with open(self.file_path, 'rb') as f: headers = {} if self.api_key: - headers["X-Api-Key"] = f"{self.api_key}" + headers['X-Api-Key'] = f'{self.api_key}' r = requests.post( - f"{self.url}/v1/convert/file", + f'{self.url}/v1/convert/file', files={ - "files": ( + 'files': ( self.file_path, f, - self.mime_type or "application/octet-stream", + self.mime_type or 'application/octet-stream', ) }, data={ - "image_export_mode": "placeholder", + 'image_export_mode': 'placeholder', **self.params, }, headers=headers, ) if r.ok: result = r.json() - document_data = result.get("document", {}) - text = document_data.get("md_content", "") + document_data = result.get('document', {}) + text = document_data.get('md_content', '') - metadata = {"Content-Type": self.mime_type} if self.mime_type else {} + metadata = {'Content-Type': self.mime_type} if self.mime_type else {} - log.debug("Docling extracted text: %s", text) + log.debug('Docling extracted text: %s', text) return [Document(page_content=text, metadata=metadata)] else: - error_msg = f"Error calling Docling API: {r.reason}" + error_msg = f'Error calling Docling API: {r.reason}' if r.text: try: error_data = r.json() - if "detail" in error_data: - error_msg += f" - {error_data['detail']}" + if 'detail' in error_data: + error_msg += f' - {error_data["detail"]}' except Exception: - error_msg += f" - {r.text}" - raise Exception(f"Error calling Docling: {error_msg}") + error_msg += f' - {r.text}' + raise Exception(f'Error calling Docling: {error_msg}') class Loader: - def __init__(self, engine: str = "", **kwargs): + def __init__(self, engine: str = '', **kwargs): self.engine = engine - self.user = kwargs.get("user", None) + self.user = kwargs.get('user', None) self.kwargs = kwargs - def load( - self, filename: str, file_content_type: str, file_path: str - ) -> list[Document]: + def load(self, filename: str, file_content_type: str, file_path: str) -> list[Document]: loader = self._get_loader(filename, file_content_type, file_path) docs = loader.load() - return [ - Document( - page_content=ftfy.fix_text(doc.page_content), metadata=doc.metadata - ) - for doc in docs - ] + return [Document(page_content=ftfy.fix_text(doc.page_content), metadata=doc.metadata) for doc in docs] def _is_text_file(self, file_ext: str, file_content_type: str) -> bool: return file_ext in known_source_ext or ( file_content_type - and file_content_type.find("text/") >= 0 + and file_content_type.find('text/') >= 0 # Avoid text/html files being detected as text - and not file_content_type.find("html") >= 0 + and not file_content_type.find('html') >= 0 ) def _get_loader(self, filename: str, file_content_type: str, file_path: str): - file_ext = filename.split(".")[-1].lower() + file_ext = filename.split('.')[-1].lower() if ( - self.engine == "external" - and self.kwargs.get("EXTERNAL_DOCUMENT_LOADER_URL") - and self.kwargs.get("EXTERNAL_DOCUMENT_LOADER_API_KEY") + self.engine == 'external' + and self.kwargs.get('EXTERNAL_DOCUMENT_LOADER_URL') + and self.kwargs.get('EXTERNAL_DOCUMENT_LOADER_API_KEY') ): loader = ExternalDocumentLoader( file_path=file_path, - url=self.kwargs.get("EXTERNAL_DOCUMENT_LOADER_URL"), - api_key=self.kwargs.get("EXTERNAL_DOCUMENT_LOADER_API_KEY"), + url=self.kwargs.get('EXTERNAL_DOCUMENT_LOADER_URL'), + api_key=self.kwargs.get('EXTERNAL_DOCUMENT_LOADER_API_KEY'), mime_type=file_content_type, user=self.user, ) - elif self.engine == "tika" and self.kwargs.get("TIKA_SERVER_URL"): + elif self.engine == 'tika' and self.kwargs.get('TIKA_SERVER_URL'): if self._is_text_file(file_ext, file_content_type): loader = TextLoader(file_path, autodetect_encoding=True) else: loader = TikaLoader( - url=self.kwargs.get("TIKA_SERVER_URL"), + url=self.kwargs.get('TIKA_SERVER_URL'), file_path=file_path, - extract_images=self.kwargs.get("PDF_EXTRACT_IMAGES"), + extract_images=self.kwargs.get('PDF_EXTRACT_IMAGES'), ) elif ( - self.engine == "datalab_marker" - and self.kwargs.get("DATALAB_MARKER_API_KEY") + self.engine == 'datalab_marker' + and self.kwargs.get('DATALAB_MARKER_API_KEY') and file_ext in [ - "pdf", - "xls", - "xlsx", - "ods", - "doc", - "docx", - "odt", - "ppt", - "pptx", - "odp", - "html", - "epub", - "png", - "jpeg", - "jpg", - "webp", - "gif", - "tiff", + 'pdf', + 'xls', + 'xlsx', + 'ods', + 'doc', + 'docx', + 'odt', + 'ppt', + 'pptx', + 'odp', + 'html', + 'epub', + 'png', + 'jpeg', + 'jpg', + 'webp', + 'gif', + 'tiff', ] ): - api_base_url = self.kwargs.get("DATALAB_MARKER_API_BASE_URL", "") - if not api_base_url or api_base_url.strip() == "": - api_base_url = "https://www.datalab.to/api/v1/marker" # https://github.com/open-webui/open-webui/pull/16867#issuecomment-3218424349 + api_base_url = self.kwargs.get('DATALAB_MARKER_API_BASE_URL', '') + if not api_base_url or api_base_url.strip() == '': + api_base_url = 'https://www.datalab.to/api/v1/marker' # https://github.com/open-webui/open-webui/pull/16867#issuecomment-3218424349 loader = DatalabMarkerLoader( file_path=file_path, - api_key=self.kwargs["DATALAB_MARKER_API_KEY"], + api_key=self.kwargs['DATALAB_MARKER_API_KEY'], api_base_url=api_base_url, - additional_config=self.kwargs.get("DATALAB_MARKER_ADDITIONAL_CONFIG"), - use_llm=self.kwargs.get("DATALAB_MARKER_USE_LLM", False), - skip_cache=self.kwargs.get("DATALAB_MARKER_SKIP_CACHE", False), - force_ocr=self.kwargs.get("DATALAB_MARKER_FORCE_OCR", False), - paginate=self.kwargs.get("DATALAB_MARKER_PAGINATE", False), - strip_existing_ocr=self.kwargs.get( - "DATALAB_MARKER_STRIP_EXISTING_OCR", False - ), - disable_image_extraction=self.kwargs.get( - "DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION", False - ), - format_lines=self.kwargs.get("DATALAB_MARKER_FORMAT_LINES", False), - output_format=self.kwargs.get( - "DATALAB_MARKER_OUTPUT_FORMAT", "markdown" - ), + additional_config=self.kwargs.get('DATALAB_MARKER_ADDITIONAL_CONFIG'), + use_llm=self.kwargs.get('DATALAB_MARKER_USE_LLM', False), + skip_cache=self.kwargs.get('DATALAB_MARKER_SKIP_CACHE', False), + force_ocr=self.kwargs.get('DATALAB_MARKER_FORCE_OCR', False), + paginate=self.kwargs.get('DATALAB_MARKER_PAGINATE', False), + strip_existing_ocr=self.kwargs.get('DATALAB_MARKER_STRIP_EXISTING_OCR', False), + disable_image_extraction=self.kwargs.get('DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION', False), + format_lines=self.kwargs.get('DATALAB_MARKER_FORMAT_LINES', False), + output_format=self.kwargs.get('DATALAB_MARKER_OUTPUT_FORMAT', 'markdown'), ) - elif self.engine == "docling" and self.kwargs.get("DOCLING_SERVER_URL"): + elif self.engine == 'docling' and self.kwargs.get('DOCLING_SERVER_URL'): if self._is_text_file(file_ext, file_content_type): loader = TextLoader(file_path, autodetect_encoding=True) else: # Build params for DoclingLoader - params = self.kwargs.get("DOCLING_PARAMS", {}) + params = self.kwargs.get('DOCLING_PARAMS', {}) if not isinstance(params, dict): try: params = json.loads(params) except json.JSONDecodeError: - log.error("Invalid DOCLING_PARAMS format, expected JSON object") + log.error('Invalid DOCLING_PARAMS format, expected JSON object') params = {} loader = DoclingLoader( - url=self.kwargs.get("DOCLING_SERVER_URL"), - api_key=self.kwargs.get("DOCLING_API_KEY", None), + url=self.kwargs.get('DOCLING_SERVER_URL'), + api_key=self.kwargs.get('DOCLING_API_KEY', None), file_path=file_path, mime_type=file_content_type, params=params, ) elif ( - self.engine == "document_intelligence" - and self.kwargs.get("DOCUMENT_INTELLIGENCE_ENDPOINT") != "" + self.engine == 'document_intelligence' + and self.kwargs.get('DOCUMENT_INTELLIGENCE_ENDPOINT') != '' and ( - file_ext in ["pdf", "docx", "ppt", "pptx"] + file_ext in ['pdf', 'docx', 'ppt', 'pptx'] or file_content_type in [ - "application/vnd.openxmlformats-officedocument.wordprocessingml.document", - "application/vnd.ms-powerpoint", - "application/vnd.openxmlformats-officedocument.presentationml.presentation", + 'application/vnd.openxmlformats-officedocument.wordprocessingml.document', + 'application/vnd.ms-powerpoint', + 'application/vnd.openxmlformats-officedocument.presentationml.presentation', ] ) ): - if self.kwargs.get("DOCUMENT_INTELLIGENCE_KEY") != "": + if self.kwargs.get('DOCUMENT_INTELLIGENCE_KEY') != '': loader = AzureAIDocumentIntelligenceLoader( file_path=file_path, - api_endpoint=self.kwargs.get("DOCUMENT_INTELLIGENCE_ENDPOINT"), - api_key=self.kwargs.get("DOCUMENT_INTELLIGENCE_KEY"), - api_model=self.kwargs.get("DOCUMENT_INTELLIGENCE_MODEL"), + api_endpoint=self.kwargs.get('DOCUMENT_INTELLIGENCE_ENDPOINT'), + api_key=self.kwargs.get('DOCUMENT_INTELLIGENCE_KEY'), + api_model=self.kwargs.get('DOCUMENT_INTELLIGENCE_MODEL'), ) else: loader = AzureAIDocumentIntelligenceLoader( file_path=file_path, - api_endpoint=self.kwargs.get("DOCUMENT_INTELLIGENCE_ENDPOINT"), + api_endpoint=self.kwargs.get('DOCUMENT_INTELLIGENCE_ENDPOINT'), azure_credential=DefaultAzureCredential(), - api_model=self.kwargs.get("DOCUMENT_INTELLIGENCE_MODEL"), + api_model=self.kwargs.get('DOCUMENT_INTELLIGENCE_MODEL'), ) - elif self.engine == "mineru" and file_ext in [ - "pdf" - ]: # MinerU currently only supports PDF - - mineru_timeout = self.kwargs.get("MINERU_API_TIMEOUT", 300) + elif self.engine == 'mineru' and file_ext in ['pdf']: # MinerU currently only supports PDF + mineru_timeout = self.kwargs.get('MINERU_API_TIMEOUT', 300) if mineru_timeout: try: mineru_timeout = int(mineru_timeout) @@ -341,62 +370,116 @@ class Loader: loader = MinerULoader( file_path=file_path, - api_mode=self.kwargs.get("MINERU_API_MODE", "local"), - api_url=self.kwargs.get("MINERU_API_URL", "http://localhost:8000"), - api_key=self.kwargs.get("MINERU_API_KEY", ""), - params=self.kwargs.get("MINERU_PARAMS", {}), + api_mode=self.kwargs.get('MINERU_API_MODE', 'local'), + api_url=self.kwargs.get('MINERU_API_URL', 'http://localhost:8000'), + api_key=self.kwargs.get('MINERU_API_KEY', ''), + params=self.kwargs.get('MINERU_PARAMS', {}), timeout=mineru_timeout, ) elif ( - self.engine == "mistral_ocr" - and self.kwargs.get("MISTRAL_OCR_API_KEY") != "" - and file_ext - in ["pdf"] # Mistral OCR currently only supports PDF and images + self.engine == 'mistral_ocr' + and self.kwargs.get('MISTRAL_OCR_API_KEY') != '' + and file_ext in ['pdf'] # Mistral OCR currently only supports PDF and images ): loader = MistralLoader( - base_url=self.kwargs.get("MISTRAL_OCR_API_BASE_URL"), - api_key=self.kwargs.get("MISTRAL_OCR_API_KEY"), + base_url=self.kwargs.get('MISTRAL_OCR_API_BASE_URL'), + api_key=self.kwargs.get('MISTRAL_OCR_API_KEY'), file_path=file_path, ) else: - if file_ext == "pdf": + if file_ext == 'pdf': loader = PyPDFLoader( file_path, - extract_images=self.kwargs.get("PDF_EXTRACT_IMAGES"), - mode=self.kwargs.get("PDF_LOADER_MODE", "page"), + extract_images=self.kwargs.get('PDF_EXTRACT_IMAGES'), + mode=self.kwargs.get('PDF_LOADER_MODE', 'page'), ) - elif file_ext == "csv": + elif file_ext == 'csv': loader = CSVLoader(file_path, autodetect_encoding=True) - elif file_ext == "rst": - loader = UnstructuredRSTLoader(file_path, mode="elements") - elif file_ext == "xml": - loader = UnstructuredXMLLoader(file_path) - elif file_ext in ["htm", "html"]: - loader = BSHTMLLoader(file_path, open_encoding="unicode_escape") - elif file_ext == "md": + elif file_ext == 'rst': + try: + from langchain_community.document_loaders import UnstructuredRSTLoader + + loader = UnstructuredRSTLoader(file_path, mode='elements') + except ImportError: + log.warning( + "The 'unstructured' package is not installed. " + 'Falling back to plain text loading for .rst file. ' + 'Install it with: pip install unstructured' + ) + loader = TextLoader(file_path, autodetect_encoding=True) + elif file_ext == 'xml': + try: + from langchain_community.document_loaders import UnstructuredXMLLoader + + loader = UnstructuredXMLLoader(file_path) + except ImportError: + log.warning( + "The 'unstructured' package is not installed. " + 'Falling back to plain text loading for .xml file. ' + 'Install it with: pip install unstructured' + ) + loader = TextLoader(file_path, autodetect_encoding=True) + elif file_ext in ['htm', 'html']: + loader = BSHTMLLoader(file_path, open_encoding='unicode_escape') + elif file_ext == 'md': loader = TextLoader(file_path, autodetect_encoding=True) - elif file_content_type == "application/epub+zip": - loader = UnstructuredEPubLoader(file_path) + elif file_content_type == 'application/epub+zip': + try: + from langchain_community.document_loaders import UnstructuredEPubLoader + + loader = UnstructuredEPubLoader(file_path) + except ImportError: + raise ValueError( + "Processing .epub files requires the 'unstructured' package. " + 'Install it with: pip install unstructured' + ) elif ( - file_content_type - == "application/vnd.openxmlformats-officedocument.wordprocessingml.document" - or file_ext == "docx" + file_content_type == 'application/vnd.openxmlformats-officedocument.wordprocessingml.document' + or file_ext == 'docx' ): loader = Docx2txtLoader(file_path) elif file_content_type in [ - "application/vnd.ms-excel", - "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet", - ] or file_ext in ["xls", "xlsx"]: - loader = UnstructuredExcelLoader(file_path) + 'application/vnd.ms-excel', + 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet', + ] or file_ext in ['xls', 'xlsx']: + try: + from langchain_community.document_loaders import UnstructuredExcelLoader + + loader = UnstructuredExcelLoader(file_path) + except ImportError: + log.warning( + "The 'unstructured' package is not installed. " + 'Falling back to pandas for Excel file loading. ' + 'Install unstructured for better results: pip install unstructured' + ) + loader = ExcelLoader(file_path) elif file_content_type in [ - "application/vnd.ms-powerpoint", - "application/vnd.openxmlformats-officedocument.presentationml.presentation", - ] or file_ext in ["ppt", "pptx"]: - loader = UnstructuredPowerPointLoader(file_path) - elif file_ext == "msg": + 'application/vnd.ms-powerpoint', + 'application/vnd.openxmlformats-officedocument.presentationml.presentation', + ] or file_ext in ['ppt', 'pptx']: + try: + from langchain_community.document_loaders import UnstructuredPowerPointLoader + + loader = UnstructuredPowerPointLoader(file_path) + except ImportError: + log.warning( + "The 'unstructured' package is not installed. " + 'Falling back to python-pptx for PowerPoint file loading. ' + 'Install unstructured for better results: pip install unstructured' + ) + loader = PptxLoader(file_path) + elif file_ext == 'msg': loader = OutlookMessageLoader(file_path) - elif file_ext == "odt": - loader = UnstructuredODTLoader(file_path) + elif file_ext == 'odt': + try: + from langchain_community.document_loaders import UnstructuredODTLoader + + loader = UnstructuredODTLoader(file_path) + except ImportError: + raise ValueError( + "Processing .odt files requires the 'unstructured' package. " + 'Install it with: pip install unstructured' + ) elif self._is_text_file(file_ext, file_content_type): loader = TextLoader(file_path, autodetect_encoding=True) else: diff --git a/backend/open_webui/retrieval/loaders/mineru.py b/backend/open_webui/retrieval/loaders/mineru.py index 617be8e87a..1f0848a613 100644 --- a/backend/open_webui/retrieval/loaders/mineru.py +++ b/backend/open_webui/retrieval/loaders/mineru.py @@ -22,37 +22,35 @@ class MinerULoader: def __init__( self, file_path: str, - api_mode: str = "local", - api_url: str = "http://localhost:8000", - api_key: str = "", + api_mode: str = 'local', + api_url: str = 'http://localhost:8000', + api_key: str = '', params: dict = None, timeout: Optional[int] = 300, ): self.file_path = file_path self.api_mode = api_mode.lower() - self.api_url = api_url.rstrip("/") + self.api_url = api_url.rstrip('/') self.api_key = api_key self.timeout = timeout # Parse params dict with defaults self.params = params or {} - self.enable_ocr = params.get("enable_ocr", False) - self.enable_formula = params.get("enable_formula", True) - self.enable_table = params.get("enable_table", True) - self.language = params.get("language", "en") - self.model_version = params.get("model_version", "pipeline") + self.enable_ocr = params.get('enable_ocr', False) + self.enable_formula = params.get('enable_formula', True) + self.enable_table = params.get('enable_table', True) + self.language = params.get('language', 'en') + self.model_version = params.get('model_version', 'pipeline') - self.page_ranges = self.params.pop("page_ranges", "") + self.page_ranges = self.params.pop('page_ranges', '') # Validate API mode - if self.api_mode not in ["local", "cloud"]: - raise ValueError( - f"Invalid API mode: {self.api_mode}. Must be 'local' or 'cloud'" - ) + if self.api_mode not in ['local', 'cloud']: + raise ValueError(f"Invalid API mode: {self.api_mode}. Must be 'local' or 'cloud'") # Validate Cloud API requirements - if self.api_mode == "cloud" and not self.api_key: - raise ValueError("API key is required for Cloud API mode") + if self.api_mode == 'cloud' and not self.api_key: + raise ValueError('API key is required for Cloud API mode') def load(self) -> List[Document]: """ @@ -60,12 +58,12 @@ class MinerULoader: Routes to Cloud or Local API based on api_mode. """ try: - if self.api_mode == "cloud": + if self.api_mode == 'cloud': return self._load_cloud_api() else: return self._load_local_api() except Exception as e: - log.error(f"Error loading document with MinerU: {e}") + log.error(f'Error loading document with MinerU: {e}') raise def _load_local_api(self) -> List[Document]: @@ -73,14 +71,14 @@ class MinerULoader: Load document using Local API (synchronous). Posts file to /file_parse endpoint and gets immediate response. """ - log.info(f"Using MinerU Local API at {self.api_url}") + log.info(f'Using MinerU Local API at {self.api_url}') filename = os.path.basename(self.file_path) # Build form data for Local API form_data = { **self.params, - "return_md": "true", + 'return_md': 'true', } # Page ranges (Local API uses start_page_id and end_page_id) @@ -89,18 +87,18 @@ class MinerULoader: # Full page range parsing would require parsing the string log.warning( f"Page ranges '{self.page_ranges}' specified but Local API uses different format. " - "Consider using start_page_id/end_page_id parameters if needed." + 'Consider using start_page_id/end_page_id parameters if needed.' ) try: - with open(self.file_path, "rb") as f: - files = {"files": (filename, f, "application/octet-stream")} + with open(self.file_path, 'rb') as f: + files = {'files': (filename, f, 'application/octet-stream')} - log.info(f"Sending file to MinerU Local API: {filename}") - log.debug(f"Local API parameters: {form_data}") + log.info(f'Sending file to MinerU Local API: {filename}') + log.debug(f'Local API parameters: {form_data}') response = requests.post( - f"{self.api_url}/file_parse", + f'{self.api_url}/file_parse', data=form_data, files=files, timeout=self.timeout, @@ -108,27 +106,25 @@ class MinerULoader: response.raise_for_status() except FileNotFoundError: - raise HTTPException( - status.HTTP_404_NOT_FOUND, detail=f"File not found: {self.file_path}" - ) + raise HTTPException(status.HTTP_404_NOT_FOUND, detail=f'File not found: {self.file_path}') except requests.Timeout: raise HTTPException( status.HTTP_504_GATEWAY_TIMEOUT, - detail="MinerU Local API request timed out", + detail='MinerU Local API request timed out', ) except requests.HTTPError as e: - error_detail = f"MinerU Local API request failed: {e}" + error_detail = f'MinerU Local API request failed: {e}' if e.response is not None: try: error_data = e.response.json() - error_detail += f" - {error_data}" - except: - error_detail += f" - {e.response.text}" + error_detail += f' - {error_data}' + except Exception: + error_detail += f' - {e.response.text}' raise HTTPException(status.HTTP_400_BAD_REQUEST, detail=error_detail) except Exception as e: raise HTTPException( status.HTTP_500_INTERNAL_SERVER_ERROR, - detail=f"Error calling MinerU Local API: {str(e)}", + detail=f'Error calling MinerU Local API: {str(e)}', ) # Parse response @@ -137,41 +133,41 @@ class MinerULoader: except ValueError as e: raise HTTPException( status.HTTP_502_BAD_GATEWAY, - detail=f"Invalid JSON response from MinerU Local API: {e}", + detail=f'Invalid JSON response from MinerU Local API: {e}', ) # Extract markdown content from response - if "results" not in result: + if 'results' not in result: raise HTTPException( status.HTTP_502_BAD_GATEWAY, detail="MinerU Local API response missing 'results' field", ) - results = result["results"] + results = result['results'] if not results: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail="MinerU returned empty results", + detail='MinerU returned empty results', ) # Get the first (and typically only) result file_result = list(results.values())[0] - markdown_content = file_result.get("md_content", "") + markdown_content = file_result.get('md_content', '') if not markdown_content: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail="MinerU returned empty markdown content", + detail='MinerU returned empty markdown content', ) - log.info(f"Successfully parsed document with MinerU Local API: {filename}") + log.info(f'Successfully parsed document with MinerU Local API: {filename}') # Create metadata metadata = { - "source": filename, - "api_mode": "local", - "backend": result.get("backend", "unknown"), - "version": result.get("version", "unknown"), + 'source': filename, + 'api_mode': 'local', + 'backend': result.get('backend', 'unknown'), + 'version': result.get('version', 'unknown'), } return [Document(page_content=markdown_content, metadata=metadata)] @@ -181,7 +177,7 @@ class MinerULoader: Load document using Cloud API (asynchronous). Uses batch upload endpoint to avoid need for public file URLs. """ - log.info(f"Using MinerU Cloud API at {self.api_url}") + log.info(f'Using MinerU Cloud API at {self.api_url}') filename = os.path.basename(self.file_path) @@ -195,17 +191,15 @@ class MinerULoader: result = self._poll_batch_status(batch_id, filename) # Step 4: Download and extract markdown from ZIP - markdown_content = self._download_and_extract_zip( - result["full_zip_url"], filename - ) + markdown_content = self._download_and_extract_zip(result['full_zip_url'], filename) - log.info(f"Successfully parsed document with MinerU Cloud API: {filename}") + log.info(f'Successfully parsed document with MinerU Cloud API: {filename}') # Create metadata metadata = { - "source": filename, - "api_mode": "cloud", - "batch_id": batch_id, + 'source': filename, + 'api_mode': 'cloud', + 'batch_id': batch_id, } return [Document(page_content=markdown_content, metadata=metadata)] @@ -216,49 +210,49 @@ class MinerULoader: Returns (batch_id, upload_url). """ headers = { - "Authorization": f"Bearer {self.api_key}", - "Content-Type": "application/json", + 'Authorization': f'Bearer {self.api_key}', + 'Content-Type': 'application/json', } # Build request body request_body = { **self.params, - "files": [ + 'files': [ { - "name": filename, - "is_ocr": self.enable_ocr, + 'name': filename, + 'is_ocr': self.enable_ocr, } ], } # Add page ranges if specified if self.page_ranges: - request_body["files"][0]["page_ranges"] = self.page_ranges + request_body['files'][0]['page_ranges'] = self.page_ranges - log.info(f"Requesting upload URL for: {filename}") - log.debug(f"Cloud API request body: {request_body}") + log.info(f'Requesting upload URL for: {filename}') + log.debug(f'Cloud API request body: {request_body}') try: response = requests.post( - f"{self.api_url}/file-urls/batch", + f'{self.api_url}/file-urls/batch', headers=headers, json=request_body, timeout=30, ) response.raise_for_status() except requests.HTTPError as e: - error_detail = f"Failed to request upload URL: {e}" + error_detail = f'Failed to request upload URL: {e}' if e.response is not None: try: error_data = e.response.json() - error_detail += f" - {error_data.get('msg', error_data)}" - except: - error_detail += f" - {e.response.text}" + error_detail += f' - {error_data.get("msg", error_data)}' + except Exception: + error_detail += f' - {e.response.text}' raise HTTPException(status.HTTP_400_BAD_REQUEST, detail=error_detail) except Exception as e: raise HTTPException( status.HTTP_500_INTERNAL_SERVER_ERROR, - detail=f"Error requesting upload URL: {str(e)}", + detail=f'Error requesting upload URL: {str(e)}', ) try: @@ -266,28 +260,28 @@ class MinerULoader: except ValueError as e: raise HTTPException( status.HTTP_502_BAD_GATEWAY, - detail=f"Invalid JSON response: {e}", + detail=f'Invalid JSON response: {e}', ) # Check for API error response - if result.get("code") != 0: + if result.get('code') != 0: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"MinerU Cloud API error: {result.get('msg', 'Unknown error')}", + detail=f'MinerU Cloud API error: {result.get("msg", "Unknown error")}', ) - data = result.get("data", {}) - batch_id = data.get("batch_id") - file_urls = data.get("file_urls", []) + data = result.get('data', {}) + batch_id = data.get('batch_id') + file_urls = data.get('file_urls', []) if not batch_id or not file_urls: raise HTTPException( status.HTTP_502_BAD_GATEWAY, - detail="MinerU Cloud API response missing batch_id or file_urls", + detail='MinerU Cloud API response missing batch_id or file_urls', ) upload_url = file_urls[0] - log.info(f"Received upload URL for batch: {batch_id}") + log.info(f'Received upload URL for batch: {batch_id}') return batch_id, upload_url @@ -295,10 +289,10 @@ class MinerULoader: """ Upload file to presigned URL (no authentication needed). """ - log.info(f"Uploading file to presigned URL") + log.info(f'Uploading file to presigned URL') try: - with open(self.file_path, "rb") as f: + with open(self.file_path, 'rb') as f: response = requests.put( upload_url, data=f, @@ -306,26 +300,24 @@ class MinerULoader: ) response.raise_for_status() except FileNotFoundError: - raise HTTPException( - status.HTTP_404_NOT_FOUND, detail=f"File not found: {self.file_path}" - ) + raise HTTPException(status.HTTP_404_NOT_FOUND, detail=f'File not found: {self.file_path}') except requests.Timeout: raise HTTPException( status.HTTP_504_GATEWAY_TIMEOUT, - detail="File upload to presigned URL timed out", + detail='File upload to presigned URL timed out', ) except requests.HTTPError as e: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"Failed to upload file to presigned URL: {e}", + detail=f'Failed to upload file to presigned URL: {e}', ) except Exception as e: raise HTTPException( status.HTTP_500_INTERNAL_SERVER_ERROR, - detail=f"Error uploading file: {str(e)}", + detail=f'Error uploading file: {str(e)}', ) - log.info("File uploaded successfully") + log.info('File uploaded successfully') def _poll_batch_status(self, batch_id: str, filename: str) -> dict: """ @@ -333,35 +325,35 @@ class MinerULoader: Returns the result dict for the file. """ headers = { - "Authorization": f"Bearer {self.api_key}", + 'Authorization': f'Bearer {self.api_key}', } max_iterations = 300 # 10 minutes max (2 seconds per iteration) poll_interval = 2 # seconds - log.info(f"Polling batch status: {batch_id}") + log.info(f'Polling batch status: {batch_id}') for iteration in range(max_iterations): try: response = requests.get( - f"{self.api_url}/extract-results/batch/{batch_id}", + f'{self.api_url}/extract-results/batch/{batch_id}', headers=headers, timeout=30, ) response.raise_for_status() except requests.HTTPError as e: - error_detail = f"Failed to poll batch status: {e}" + error_detail = f'Failed to poll batch status: {e}' if e.response is not None: try: error_data = e.response.json() - error_detail += f" - {error_data.get('msg', error_data)}" - except: - error_detail += f" - {e.response.text}" + error_detail += f' - {error_data.get("msg", error_data)}' + except Exception: + error_detail += f' - {e.response.text}' raise HTTPException(status.HTTP_400_BAD_REQUEST, detail=error_detail) except Exception as e: raise HTTPException( status.HTTP_500_INTERNAL_SERVER_ERROR, - detail=f"Error polling batch status: {str(e)}", + detail=f'Error polling batch status: {str(e)}', ) try: @@ -369,58 +361,56 @@ class MinerULoader: except ValueError as e: raise HTTPException( status.HTTP_502_BAD_GATEWAY, - detail=f"Invalid JSON response while polling: {e}", + detail=f'Invalid JSON response while polling: {e}', ) # Check for API error response - if result.get("code") != 0: + if result.get('code') != 0: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"MinerU Cloud API error: {result.get('msg', 'Unknown error')}", + detail=f'MinerU Cloud API error: {result.get("msg", "Unknown error")}', ) - data = result.get("data", {}) - extract_result = data.get("extract_result", []) + data = result.get('data', {}) + extract_result = data.get('extract_result', []) # Find our file in the batch results file_result = None for item in extract_result: - if item.get("file_name") == filename: + if item.get('file_name') == filename: file_result = item break if not file_result: raise HTTPException( status.HTTP_502_BAD_GATEWAY, - detail=f"File {filename} not found in batch results", + detail=f'File {filename} not found in batch results', ) - state = file_result.get("state") + state = file_result.get('state') - if state == "done": - log.info(f"Processing complete for {filename}") + if state == 'done': + log.info(f'Processing complete for {filename}') return file_result - elif state == "failed": - error_msg = file_result.get("err_msg", "Unknown error") + elif state == 'failed': + error_msg = file_result.get('err_msg', 'Unknown error') raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"MinerU processing failed: {error_msg}", + detail=f'MinerU processing failed: {error_msg}', ) - elif state in ["waiting-file", "pending", "running", "converting"]: + elif state in ['waiting-file', 'pending', 'running', 'converting']: # Still processing if iteration % 10 == 0: # Log every 20 seconds - log.info( - f"Processing status: {state} (iteration {iteration + 1}/{max_iterations})" - ) + log.info(f'Processing status: {state} (iteration {iteration + 1}/{max_iterations})') time.sleep(poll_interval) else: - log.warning(f"Unknown state: {state}") + log.warning(f'Unknown state: {state}') time.sleep(poll_interval) # Timeout raise HTTPException( status.HTTP_504_GATEWAY_TIMEOUT, - detail="MinerU processing timed out after 10 minutes", + detail='MinerU processing timed out after 10 minutes', ) def _download_and_extract_zip(self, zip_url: str, filename: str) -> str: @@ -428,7 +418,7 @@ class MinerULoader: Download ZIP file from CDN and extract markdown content. Returns the markdown content as a string. """ - log.info(f"Downloading results from: {zip_url}") + log.info(f'Downloading results from: {zip_url}') try: response = requests.get(zip_url, timeout=60) @@ -436,23 +426,23 @@ class MinerULoader: except requests.HTTPError as e: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail=f"Failed to download results ZIP: {e}", + detail=f'Failed to download results ZIP: {e}', ) except Exception as e: raise HTTPException( status.HTTP_500_INTERNAL_SERVER_ERROR, - detail=f"Error downloading results: {str(e)}", + detail=f'Error downloading results: {str(e)}', ) # Save ZIP to temporary file and extract try: - with tempfile.NamedTemporaryFile(delete=False, suffix=".zip") as tmp_zip: + with tempfile.NamedTemporaryFile(delete=False, suffix='.zip') as tmp_zip: tmp_zip.write(response.content) tmp_zip_path = tmp_zip.name with tempfile.TemporaryDirectory() as tmp_dir: # Extract ZIP - with zipfile.ZipFile(tmp_zip_path, "r") as zip_ref: + with zipfile.ZipFile(tmp_zip_path, 'r') as zip_ref: zip_ref.extractall(tmp_dir) # Find markdown file - search recursively for any .md file @@ -466,33 +456,27 @@ class MinerULoader: full_path = os.path.join(root, file) all_files.append(full_path) # Look for any .md file - if file.endswith(".md"): + if file.endswith('.md'): found_md_path = full_path - log.info(f"Found markdown file at: {full_path}") + log.info(f'Found markdown file at: {full_path}') try: - with open(full_path, "r", encoding="utf-8") as f: + with open(full_path, 'r', encoding='utf-8') as f: markdown_content = f.read() - if ( - markdown_content - ): # Use the first non-empty markdown file + if markdown_content: # Use the first non-empty markdown file break except Exception as e: - log.warning(f"Failed to read {full_path}: {e}") + log.warning(f'Failed to read {full_path}: {e}') if markdown_content: break if markdown_content is None: - log.error(f"Available files in ZIP: {all_files}") + log.error(f'Available files in ZIP: {all_files}') # Try to provide more helpful error message - md_files = [f for f in all_files if f.endswith(".md")] + md_files = [f for f in all_files if f.endswith('.md')] if md_files: - error_msg = ( - f"Found .md files but couldn't read them: {md_files}" - ) + error_msg = f"Found .md files but couldn't read them: {md_files}" else: - error_msg = ( - f"No .md files found in ZIP. Available files: {all_files}" - ) + error_msg = f'No .md files found in ZIP. Available files: {all_files}' raise HTTPException( status.HTTP_502_BAD_GATEWAY, detail=error_msg, @@ -504,21 +488,19 @@ class MinerULoader: except zipfile.BadZipFile as e: raise HTTPException( status.HTTP_502_BAD_GATEWAY, - detail=f"Invalid ZIP file received: {e}", + detail=f'Invalid ZIP file received: {e}', ) except Exception as e: raise HTTPException( status.HTTP_500_INTERNAL_SERVER_ERROR, - detail=f"Error extracting ZIP: {str(e)}", + detail=f'Error extracting ZIP: {str(e)}', ) if not markdown_content: raise HTTPException( status.HTTP_400_BAD_REQUEST, - detail="Extracted markdown content is empty", + detail='Extracted markdown content is empty', ) - log.info( - f"Successfully extracted markdown content ({len(markdown_content)} characters)" - ) + log.info(f'Successfully extracted markdown content ({len(markdown_content)} characters)') return markdown_content diff --git a/backend/open_webui/retrieval/loaders/mistral.py b/backend/open_webui/retrieval/loaders/mistral.py index 68570757c8..e46863a96a 100644 --- a/backend/open_webui/retrieval/loaders/mistral.py +++ b/backend/open_webui/retrieval/loaders/mistral.py @@ -49,13 +49,11 @@ class MistralLoader: enable_debug_logging: Enable detailed debug logs. """ if not api_key: - raise ValueError("API key cannot be empty.") + raise ValueError('API key cannot be empty.') if not os.path.exists(file_path): - raise FileNotFoundError(f"File not found at {file_path}") + raise FileNotFoundError(f'File not found at {file_path}') - self.base_url = ( - base_url.rstrip("/") if base_url else "https://api.mistral.ai/v1" - ) + self.base_url = base_url.rstrip('/') if base_url else 'https://api.mistral.ai/v1' self.api_key = api_key self.file_path = file_path self.timeout = timeout @@ -65,18 +63,10 @@ class MistralLoader: # PERFORMANCE OPTIMIZATION: Differentiated timeouts for different operations # This prevents long-running OCR operations from affecting quick operations # and improves user experience by failing fast on operations that should be quick - self.upload_timeout = min( - timeout, 120 - ) # Cap upload at 2 minutes - prevents hanging on large files - self.url_timeout = ( - 30 # URL requests should be fast - fail quickly if API is slow - ) - self.ocr_timeout = ( - timeout # OCR can take the full timeout - this is the heavy operation - ) - self.cleanup_timeout = ( - 30 # Cleanup should be quick - don't hang on file deletion - ) + self.upload_timeout = min(timeout, 120) # Cap upload at 2 minutes - prevents hanging on large files + self.url_timeout = 30 # URL requests should be fast - fail quickly if API is slow + self.ocr_timeout = timeout # OCR can take the full timeout - this is the heavy operation + self.cleanup_timeout = 30 # Cleanup should be quick - don't hang on file deletion # PERFORMANCE OPTIMIZATION: Pre-compute file info to avoid repeated filesystem calls # This avoids multiple os.path.basename() and os.path.getsize() calls during processing @@ -85,8 +75,8 @@ class MistralLoader: # ENHANCEMENT: Added User-Agent for better API tracking and debugging self.headers = { - "Authorization": f"Bearer {self.api_key}", - "User-Agent": "OpenWebUI-MistralLoader/2.0", # Helps API provider track usage + 'Authorization': f'Bearer {self.api_key}', + 'User-Agent': 'OpenWebUI-MistralLoader/2.0', # Helps API provider track usage } def _debug_log(self, message: str, *args) -> None: @@ -108,43 +98,39 @@ class MistralLoader: return {} # Return empty dict if no content return response.json() except requests.exceptions.HTTPError as http_err: - log.error(f"HTTP error occurred: {http_err} - Response: {response.text}") + log.error(f'HTTP error occurred: {http_err} - Response: {response.text}') raise except requests.exceptions.RequestException as req_err: - log.error(f"Request exception occurred: {req_err}") + log.error(f'Request exception occurred: {req_err}') raise except ValueError as json_err: # Includes JSONDecodeError - log.error(f"JSON decode error: {json_err} - Response: {response.text}") + log.error(f'JSON decode error: {json_err} - Response: {response.text}') raise # Re-raise after logging - async def _handle_response_async( - self, response: aiohttp.ClientResponse - ) -> Dict[str, Any]: + async def _handle_response_async(self, response: aiohttp.ClientResponse) -> Dict[str, Any]: """Async version of response handling with better error info.""" try: response.raise_for_status() # Check content type - content_type = response.headers.get("content-type", "") - if "application/json" not in content_type: + content_type = response.headers.get('content-type', '') + if 'application/json' not in content_type: if response.status == 204: return {} text = await response.text() - raise ValueError( - f"Unexpected content type: {content_type}, body: {text[:200]}..." - ) + raise ValueError(f'Unexpected content type: {content_type}, body: {text[:200]}...') return await response.json() except aiohttp.ClientResponseError as e: - error_text = await response.text() if response else "No response" - log.error(f"HTTP {e.status}: {e.message} - Response: {error_text[:500]}") + error_text = await response.text() if response else 'No response' + log.error(f'HTTP {e.status}: {e.message} - Response: {error_text[:500]}') raise except aiohttp.ClientError as e: - log.error(f"Client error: {e}") + log.error(f'Client error: {e}') raise except Exception as e: - log.error(f"Unexpected error processing response: {e}") + log.error(f'Unexpected error processing response: {e}') raise def _is_retryable_error(self, error: Exception) -> bool: @@ -172,13 +158,11 @@ class MistralLoader: return True # Timeouts might resolve on retry if isinstance(error, requests.exceptions.HTTPError): # Only retry on server errors (5xx) or rate limits (429) - if hasattr(error, "response") and error.response is not None: + if hasattr(error, 'response') and error.response is not None: status_code = error.response.status_code return status_code >= 500 or status_code == 429 return False - if isinstance( - error, (aiohttp.ClientConnectionError, aiohttp.ServerTimeoutError) - ): + if isinstance(error, (aiohttp.ClientConnectionError, aiohttp.ServerTimeoutError)): return True # Async network/timeout errors are retryable if isinstance(error, aiohttp.ClientResponseError): return error.status >= 500 or error.status == 429 @@ -204,8 +188,7 @@ class MistralLoader: # Prevents overwhelming the server while ensuring reasonable retry delays wait_time = min((2**attempt) + 0.5, 30) # Cap at 30 seconds log.warning( - f"Retryable error (attempt {attempt + 1}/{self.max_retries}): {e}. " - f"Retrying in {wait_time}s..." + f'Retryable error (attempt {attempt + 1}/{self.max_retries}): {e}. Retrying in {wait_time}s...' ) time.sleep(wait_time) @@ -226,8 +209,7 @@ class MistralLoader: # PERFORMANCE OPTIMIZATION: Non-blocking exponential backoff wait_time = min((2**attempt) + 0.5, 30) # Cap at 30 seconds log.warning( - f"Retryable error (attempt {attempt + 1}/{self.max_retries}): {e}. " - f"Retrying in {wait_time}s..." + f'Retryable error (attempt {attempt + 1}/{self.max_retries}): {e}. Retrying in {wait_time}s...' ) await asyncio.sleep(wait_time) # Non-blocking wait @@ -240,15 +222,15 @@ class MistralLoader: Although streaming is not enabled for this endpoint, the file is opened in a context manager to minimize memory usage duration. """ - log.info("Uploading file to Mistral API") - url = f"{self.base_url}/files" + log.info('Uploading file to Mistral API') + url = f'{self.base_url}/files' def upload_request(): # MEMORY OPTIMIZATION: Use context manager to minimize file handle lifetime # This ensures the file is closed immediately after reading, reducing memory usage - with open(self.file_path, "rb") as f: - files = {"file": (self.file_name, f, "application/pdf")} - data = {"purpose": "ocr"} + with open(self.file_path, 'rb') as f: + files = {'file': (self.file_name, f, 'application/pdf')} + data = {'purpose': 'ocr'} # NOTE: stream=False is required for this endpoint # The Mistral API doesn't support chunked uploads for this endpoint @@ -265,42 +247,38 @@ class MistralLoader: try: response_data = self._retry_request_sync(upload_request) - file_id = response_data.get("id") + file_id = response_data.get('id') if not file_id: - raise ValueError("File ID not found in upload response.") - log.info(f"File uploaded successfully. File ID: {file_id}") + raise ValueError('File ID not found in upload response.') + log.info(f'File uploaded successfully. File ID: {file_id}') return file_id except Exception as e: - log.error(f"Failed to upload file: {e}") + log.error(f'Failed to upload file: {e}') raise async def _upload_file_async(self, session: aiohttp.ClientSession) -> str: """Async file upload with streaming for better memory efficiency.""" - url = f"{self.base_url}/files" + url = f'{self.base_url}/files' async def upload_request(): # Create multipart writer for streaming upload - writer = aiohttp.MultipartWriter("form-data") + writer = aiohttp.MultipartWriter('form-data') # Add purpose field - purpose_part = writer.append("ocr") - purpose_part.set_content_disposition("form-data", name="purpose") + purpose_part = writer.append('ocr') + purpose_part.set_content_disposition('form-data', name='purpose') # Add file part with streaming file_part = writer.append_payload( aiohttp.streams.FilePayload( self.file_path, filename=self.file_name, - content_type="application/pdf", + content_type='application/pdf', ) ) - file_part.set_content_disposition( - "form-data", name="file", filename=self.file_name - ) + file_part.set_content_disposition('form-data', name='file', filename=self.file_name) - self._debug_log( - f"Uploading file: {self.file_name} ({self.file_size:,} bytes)" - ) + self._debug_log(f'Uploading file: {self.file_name} ({self.file_size:,} bytes)') async with session.post( url, @@ -312,48 +290,44 @@ class MistralLoader: response_data = await self._retry_request_async(upload_request) - file_id = response_data.get("id") + file_id = response_data.get('id') if not file_id: - raise ValueError("File ID not found in upload response.") + raise ValueError('File ID not found in upload response.') - log.info(f"File uploaded successfully. File ID: {file_id}") + log.info(f'File uploaded successfully. File ID: {file_id}') return file_id def _get_signed_url(self, file_id: str) -> str: """Retrieves a temporary signed URL for the uploaded file (sync version).""" - log.info(f"Getting signed URL for file ID: {file_id}") - url = f"{self.base_url}/files/{file_id}/url" - params = {"expiry": 1} - signed_url_headers = {**self.headers, "Accept": "application/json"} + log.info(f'Getting signed URL for file ID: {file_id}') + url = f'{self.base_url}/files/{file_id}/url' + params = {'expiry': 1} + signed_url_headers = {**self.headers, 'Accept': 'application/json'} def url_request(): - response = requests.get( - url, headers=signed_url_headers, params=params, timeout=self.url_timeout - ) + response = requests.get(url, headers=signed_url_headers, params=params, timeout=self.url_timeout) return self._handle_response(response) try: response_data = self._retry_request_sync(url_request) - signed_url = response_data.get("url") + signed_url = response_data.get('url') if not signed_url: - raise ValueError("Signed URL not found in response.") - log.info("Signed URL received.") + raise ValueError('Signed URL not found in response.') + log.info('Signed URL received.') return signed_url except Exception as e: - log.error(f"Failed to get signed URL: {e}") + log.error(f'Failed to get signed URL: {e}') raise - async def _get_signed_url_async( - self, session: aiohttp.ClientSession, file_id: str - ) -> str: + async def _get_signed_url_async(self, session: aiohttp.ClientSession, file_id: str) -> str: """Async signed URL retrieval.""" - url = f"{self.base_url}/files/{file_id}/url" - params = {"expiry": 1} + url = f'{self.base_url}/files/{file_id}/url' + params = {'expiry': 1} - headers = {**self.headers, "Accept": "application/json"} + headers = {**self.headers, 'Accept': 'application/json'} async def url_request(): - self._debug_log(f"Getting signed URL for file ID: {file_id}") + self._debug_log(f'Getting signed URL for file ID: {file_id}') async with session.get( url, headers=headers, @@ -364,69 +338,65 @@ class MistralLoader: response_data = await self._retry_request_async(url_request) - signed_url = response_data.get("url") + signed_url = response_data.get('url') if not signed_url: - raise ValueError("Signed URL not found in response.") + raise ValueError('Signed URL not found in response.') - self._debug_log("Signed URL received successfully") + self._debug_log('Signed URL received successfully') return signed_url def _process_ocr(self, signed_url: str) -> Dict[str, Any]: """Sends the signed URL to the OCR endpoint for processing (sync version).""" - log.info("Processing OCR via Mistral API") - url = f"{self.base_url}/ocr" + log.info('Processing OCR via Mistral API') + url = f'{self.base_url}/ocr' ocr_headers = { **self.headers, - "Content-Type": "application/json", - "Accept": "application/json", + 'Content-Type': 'application/json', + 'Accept': 'application/json', } payload = { - "model": "mistral-ocr-latest", - "document": { - "type": "document_url", - "document_url": signed_url, + 'model': 'mistral-ocr-latest', + 'document': { + 'type': 'document_url', + 'document_url': signed_url, }, - "include_image_base64": False, + 'include_image_base64': False, } def ocr_request(): - response = requests.post( - url, headers=ocr_headers, json=payload, timeout=self.ocr_timeout - ) + response = requests.post(url, headers=ocr_headers, json=payload, timeout=self.ocr_timeout) return self._handle_response(response) try: ocr_response = self._retry_request_sync(ocr_request) - log.info("OCR processing done.") - self._debug_log("OCR response: %s", ocr_response) + log.info('OCR processing done.') + self._debug_log('OCR response: %s', ocr_response) return ocr_response except Exception as e: - log.error(f"Failed during OCR processing: {e}") + log.error(f'Failed during OCR processing: {e}') raise - async def _process_ocr_async( - self, session: aiohttp.ClientSession, signed_url: str - ) -> Dict[str, Any]: + async def _process_ocr_async(self, session: aiohttp.ClientSession, signed_url: str) -> Dict[str, Any]: """Async OCR processing with timing metrics.""" - url = f"{self.base_url}/ocr" + url = f'{self.base_url}/ocr' headers = { **self.headers, - "Content-Type": "application/json", - "Accept": "application/json", + 'Content-Type': 'application/json', + 'Accept': 'application/json', } payload = { - "model": "mistral-ocr-latest", - "document": { - "type": "document_url", - "document_url": signed_url, + 'model': 'mistral-ocr-latest', + 'document': { + 'type': 'document_url', + 'document_url': signed_url, }, - "include_image_base64": False, + 'include_image_base64': False, } async def ocr_request(): - log.info("Starting OCR processing via Mistral API") + log.info('Starting OCR processing via Mistral API') start_time = time.time() async with session.post( @@ -438,7 +408,7 @@ class MistralLoader: ocr_response = await self._handle_response_async(response) processing_time = time.time() - start_time - log.info(f"OCR processing completed in {processing_time:.2f}s") + log.info(f'OCR processing completed in {processing_time:.2f}s') return ocr_response @@ -446,42 +416,36 @@ class MistralLoader: def _delete_file(self, file_id: str) -> None: """Deletes the file from Mistral storage (sync version).""" - log.info(f"Deleting uploaded file ID: {file_id}") - url = f"{self.base_url}/files/{file_id}" + log.info(f'Deleting uploaded file ID: {file_id}') + url = f'{self.base_url}/files/{file_id}' try: - response = requests.delete( - url, headers=self.headers, timeout=self.cleanup_timeout - ) + response = requests.delete(url, headers=self.headers, timeout=self.cleanup_timeout) delete_response = self._handle_response(response) - log.info(f"File deleted successfully: {delete_response}") + log.info(f'File deleted successfully: {delete_response}') except Exception as e: # Log error but don't necessarily halt execution if deletion fails - log.error(f"Failed to delete file ID {file_id}: {e}") + log.error(f'Failed to delete file ID {file_id}: {e}') - async def _delete_file_async( - self, session: aiohttp.ClientSession, file_id: str - ) -> None: + async def _delete_file_async(self, session: aiohttp.ClientSession, file_id: str) -> None: """Async file deletion with error tolerance.""" try: async def delete_request(): - self._debug_log(f"Deleting file ID: {file_id}") + self._debug_log(f'Deleting file ID: {file_id}') async with session.delete( - url=f"{self.base_url}/files/{file_id}", + url=f'{self.base_url}/files/{file_id}', headers=self.headers, - timeout=aiohttp.ClientTimeout( - total=self.cleanup_timeout - ), # Shorter timeout for cleanup + timeout=aiohttp.ClientTimeout(total=self.cleanup_timeout), # Shorter timeout for cleanup ) as response: return await self._handle_response_async(response) await self._retry_request_async(delete_request) - self._debug_log(f"File {file_id} deleted successfully") + self._debug_log(f'File {file_id} deleted successfully') except Exception as e: # Don't fail the entire process if cleanup fails - log.warning(f"Failed to delete file ID {file_id}: {e}") + log.warning(f'Failed to delete file ID {file_id}: {e}') @asynccontextmanager async def _get_session(self): @@ -506,7 +470,7 @@ class MistralLoader: async with aiohttp.ClientSession( connector=connector, timeout=timeout, - headers={"User-Agent": "OpenWebUI-MistralLoader/2.0"}, + headers={'User-Agent': 'OpenWebUI-MistralLoader/2.0'}, raise_for_status=False, # We handle status codes manually trust_env=True, ) as session: @@ -514,13 +478,13 @@ class MistralLoader: def _process_results(self, ocr_response: Dict[str, Any]) -> List[Document]: """Process OCR results into Document objects with enhanced metadata and memory efficiency.""" - pages_data = ocr_response.get("pages") + pages_data = ocr_response.get('pages') if not pages_data: - log.warning("No pages found in OCR response.") + log.warning('No pages found in OCR response.') return [ Document( - page_content="No text content found", - metadata={"error": "no_pages", "file_name": self.file_name}, + page_content='No text content found', + metadata={'error': 'no_pages', 'file_name': self.file_name}, ) ] @@ -530,8 +494,8 @@ class MistralLoader: # Process pages in a memory-efficient way for page_data in pages_data: - page_content = page_data.get("markdown") - page_index = page_data.get("index") # API uses 0-based index + page_content = page_data.get('markdown') + page_index = page_data.get('index') # API uses 0-based index if page_content is None or page_index is None: skipped_pages += 1 @@ -548,7 +512,7 @@ class MistralLoader: if not cleaned_content: skipped_pages += 1 - self._debug_log(f"Skipping empty page {page_index}") + self._debug_log(f'Skipping empty page {page_index}') continue # Create document with optimized metadata @@ -556,34 +520,30 @@ class MistralLoader: Document( page_content=cleaned_content, metadata={ - "page": page_index, # 0-based index from API - "page_label": page_index + 1, # 1-based label for convenience - "total_pages": total_pages, - "file_name": self.file_name, - "file_size": self.file_size, - "processing_engine": "mistral-ocr", - "content_length": len(cleaned_content), + 'page': page_index, # 0-based index from API + 'page_label': page_index + 1, # 1-based label for convenience + 'total_pages': total_pages, + 'file_name': self.file_name, + 'file_size': self.file_size, + 'processing_engine': 'mistral-ocr', + 'content_length': len(cleaned_content), }, ) ) if skipped_pages > 0: - log.info( - f"Processed {len(documents)} pages, skipped {skipped_pages} empty/invalid pages" - ) + log.info(f'Processed {len(documents)} pages, skipped {skipped_pages} empty/invalid pages') if not documents: # Case where pages existed but none had valid markdown/index - log.warning( - "OCR response contained pages, but none had valid content/index." - ) + log.warning('OCR response contained pages, but none had valid content/index.') return [ Document( - page_content="No valid text content found in document", + page_content='No valid text content found in document', metadata={ - "error": "no_valid_pages", - "total_pages": total_pages, - "file_name": self.file_name, + 'error': 'no_valid_pages', + 'total_pages': total_pages, + 'file_name': self.file_name, }, ) ] @@ -615,24 +575,20 @@ class MistralLoader: documents = self._process_results(ocr_response) total_time = time.time() - start_time - log.info( - f"Sync OCR workflow completed in {total_time:.2f}s, produced {len(documents)} documents" - ) + log.info(f'Sync OCR workflow completed in {total_time:.2f}s, produced {len(documents)} documents') return documents except Exception as e: total_time = time.time() - start_time - log.error( - f"An error occurred during the loading process after {total_time:.2f}s: {e}" - ) + log.error(f'An error occurred during the loading process after {total_time:.2f}s: {e}') # Return an error document on failure return [ Document( - page_content=f"Error during processing: {e}", + page_content=f'Error during processing: {e}', metadata={ - "error": "processing_failed", - "file_name": self.file_name, + 'error': 'processing_failed', + 'file_name': self.file_name, }, ) ] @@ -643,9 +599,7 @@ class MistralLoader: self._delete_file(file_id) except Exception as del_e: # Log deletion error, but don't overwrite original error if one occurred - log.error( - f"Cleanup error: Could not delete file ID {file_id}. Reason: {del_e}" - ) + log.error(f'Cleanup error: Could not delete file ID {file_id}. Reason: {del_e}') async def load_async(self) -> List[Document]: """ @@ -672,21 +626,19 @@ class MistralLoader: documents = self._process_results(ocr_response) total_time = time.time() - start_time - log.info( - f"Async OCR workflow completed in {total_time:.2f}s, produced {len(documents)} documents" - ) + log.info(f'Async OCR workflow completed in {total_time:.2f}s, produced {len(documents)} documents') return documents except Exception as e: total_time = time.time() - start_time - log.error(f"Async OCR workflow failed after {total_time:.2f}s: {e}") + log.error(f'Async OCR workflow failed after {total_time:.2f}s: {e}') return [ Document( - page_content=f"Error during OCR processing: {e}", + page_content=f'Error during OCR processing: {e}', metadata={ - "error": "processing_failed", - "file_name": self.file_name, + 'error': 'processing_failed', + 'file_name': self.file_name, }, ) ] @@ -697,11 +649,11 @@ class MistralLoader: async with self._get_session() as session: await self._delete_file_async(session, file_id) except Exception as cleanup_error: - log.error(f"Cleanup failed for file ID {file_id}: {cleanup_error}") + log.error(f'Cleanup failed for file ID {file_id}: {cleanup_error}') @staticmethod async def load_multiple_async( - loaders: List["MistralLoader"], + loaders: List['MistralLoader'], max_concurrent: int = 5, # Limit concurrent requests ) -> List[List[Document]]: """ @@ -717,15 +669,13 @@ class MistralLoader: if not loaders: return [] - log.info( - f"Starting concurrent processing of {len(loaders)} files with max {max_concurrent} concurrent" - ) + log.info(f'Starting concurrent processing of {len(loaders)} files with max {max_concurrent} concurrent') start_time = time.time() # Use semaphore to control concurrency semaphore = asyncio.Semaphore(max_concurrent) - async def process_with_semaphore(loader: "MistralLoader") -> List[Document]: + async def process_with_semaphore(loader: 'MistralLoader') -> List[Document]: async with semaphore: return await loader.load_async() @@ -737,14 +687,14 @@ class MistralLoader: processed_results = [] for i, result in enumerate(results): if isinstance(result, Exception): - log.error(f"File {i} failed: {result}") + log.error(f'File {i} failed: {result}') processed_results.append( [ Document( - page_content=f"Error processing file: {result}", + page_content=f'Error processing file: {result}', metadata={ - "error": "batch_processing_failed", - "file_index": i, + 'error': 'batch_processing_failed', + 'file_index': i, }, ) ] @@ -755,15 +705,13 @@ class MistralLoader: # MONITORING: Log comprehensive batch processing statistics total_time = time.time() - start_time total_docs = sum(len(docs) for docs in processed_results) - success_count = sum( - 1 for result in results if not isinstance(result, Exception) - ) + success_count = sum(1 for result in results if not isinstance(result, Exception)) failure_count = len(results) - success_count log.info( - f"Batch processing completed in {total_time:.2f}s: " - f"{success_count} files succeeded, {failure_count} files failed, " - f"produced {total_docs} total documents" + f'Batch processing completed in {total_time:.2f}s: ' + f'{success_count} files succeeded, {failure_count} files failed, ' + f'produced {total_docs} total documents' ) return processed_results diff --git a/backend/open_webui/retrieval/loaders/tavily.py b/backend/open_webui/retrieval/loaders/tavily.py index f298de80b4..742ac499cf 100644 --- a/backend/open_webui/retrieval/loaders/tavily.py +++ b/backend/open_webui/retrieval/loaders/tavily.py @@ -25,7 +25,7 @@ class TavilyLoader(BaseLoader): self, urls: Union[str, List[str]], api_key: str, - extract_depth: Literal["basic", "advanced"] = "basic", + extract_depth: Literal['basic', 'advanced'] = 'basic', continue_on_failure: bool = True, ) -> None: """Initialize Tavily Extract client. @@ -42,13 +42,13 @@ class TavilyLoader(BaseLoader): continue_on_failure: Whether to continue if extraction of a URL fails. """ if not urls: - raise ValueError("At least one URL must be provided.") + raise ValueError('At least one URL must be provided.') self.api_key = api_key self.urls = urls if isinstance(urls, list) else [urls] self.extract_depth = extract_depth self.continue_on_failure = continue_on_failure - self.api_url = "https://api.tavily.com/extract" + self.api_url = 'https://api.tavily.com/extract' def lazy_load(self) -> Iterator[Document]: """Extract and yield documents from the URLs using Tavily Extract API.""" @@ -57,35 +57,35 @@ class TavilyLoader(BaseLoader): batch_urls = self.urls[i : i + batch_size] try: headers = { - "Content-Type": "application/json", - "Authorization": f"Bearer {self.api_key}", + 'Content-Type': 'application/json', + 'Authorization': f'Bearer {self.api_key}', } # Use string for single URL, array for multiple URLs urls_param = batch_urls[0] if len(batch_urls) == 1 else batch_urls - payload = {"urls": urls_param, "extract_depth": self.extract_depth} + payload = {'urls': urls_param, 'extract_depth': self.extract_depth} # Make the API call response = requests.post(self.api_url, headers=headers, json=payload) response.raise_for_status() response_data = response.json() # Process successful results - for result in response_data.get("results", []): - url = result.get("url", "") - content = result.get("raw_content", "") + for result in response_data.get('results', []): + url = result.get('url', '') + content = result.get('raw_content', '') if not content: - log.warning(f"No content extracted from {url}") + log.warning(f'No content extracted from {url}') continue # Add URLs as metadata - metadata = {"source": url} + metadata = {'source': url} yield Document( page_content=content, metadata=metadata, ) - for failed in response_data.get("failed_results", []): - url = failed.get("url", "") - error = failed.get("error", "Unknown error") - log.error(f"Failed to extract content from {url}: {error}") + for failed in response_data.get('failed_results', []): + url = failed.get('url', '') + error = failed.get('error', 'Unknown error') + log.error(f'Failed to extract content from {url}: {error}') except Exception as e: if self.continue_on_failure: - log.error(f"Error extracting content from batch {batch_urls}: {e}") + log.error(f'Error extracting content from batch {batch_urls}: {e}') else: raise e diff --git a/backend/open_webui/retrieval/loaders/youtube.py b/backend/open_webui/retrieval/loaders/youtube.py index faf7b4452e..34a1d20740 100644 --- a/backend/open_webui/retrieval/loaders/youtube.py +++ b/backend/open_webui/retrieval/loaders/youtube.py @@ -7,14 +7,14 @@ from langchain_core.documents import Document log = logging.getLogger(__name__) -ALLOWED_SCHEMES = {"http", "https"} +ALLOWED_SCHEMES = {'http', 'https'} ALLOWED_NETLOCS = { - "youtu.be", - "m.youtube.com", - "youtube.com", - "www.youtube.com", - "www.youtube-nocookie.com", - "vid.plus", + 'youtu.be', + 'm.youtube.com', + 'youtube.com', + 'www.youtube.com', + 'www.youtube-nocookie.com', + 'vid.plus', } @@ -30,17 +30,17 @@ def _parse_video_id(url: str) -> Optional[str]: path = parsed_url.path - if path.endswith("/watch"): + if path.endswith('/watch'): query = parsed_url.query parsed_query = parse_qs(query) - if "v" in parsed_query: - ids = parsed_query["v"] + if 'v' in parsed_query: + ids = parsed_query['v'] video_id = ids if isinstance(ids, str) else ids[0] else: return None else: - path = parsed_url.path.lstrip("/") - video_id = path.split("/")[-1] + path = parsed_url.path.lstrip('/') + video_id = path.split('/')[-1] if len(video_id) != 11: # Video IDs are 11 characters long return None @@ -54,13 +54,13 @@ class YoutubeLoader: def __init__( self, video_id: str, - language: Union[str, Sequence[str]] = "en", + language: Union[str, Sequence[str]] = 'en', proxy_url: Optional[str] = None, ): """Initialize with YouTube video ID.""" _video_id = _parse_video_id(video_id) self.video_id = _video_id if _video_id is not None else video_id - self._metadata = {"source": video_id} + self._metadata = {'source': video_id} self.proxy_url = proxy_url # Ensure language is a list @@ -70,8 +70,8 @@ class YoutubeLoader: self.language = list(language) # Add English as fallback if not already in the list - if "en" not in self.language: - self.language.append("en") + if 'en' not in self.language: + self.language.append('en') def load(self) -> List[Document]: """Load YouTube transcripts into `Document` objects.""" @@ -85,14 +85,12 @@ class YoutubeLoader: except ImportError: raise ImportError( 'Could not import "youtube_transcript_api" Python package. ' - "Please install it with `pip install youtube-transcript-api`." + 'Please install it with `pip install youtube-transcript-api`.' ) if self.proxy_url: - youtube_proxies = GenericProxyConfig( - http_url=self.proxy_url, https_url=self.proxy_url - ) - log.debug(f"Using proxy URL: {self.proxy_url[:14]}...") + youtube_proxies = GenericProxyConfig(http_url=self.proxy_url, https_url=self.proxy_url) + log.debug(f'Using proxy URL: {self.proxy_url[:14]}...') else: youtube_proxies = None @@ -100,7 +98,7 @@ class YoutubeLoader: try: transcript_list = transcript_api.list(self.video_id) except Exception as e: - log.exception("Loading YouTube transcript failed") + log.exception('Loading YouTube transcript failed') return [] # Try each language in order of priority @@ -110,14 +108,10 @@ class YoutubeLoader: if transcript.is_generated: log.debug(f"Found generated transcript for language '{lang}'") try: - transcript = transcript_list.find_manually_created_transcript( - [lang] - ) + transcript = transcript_list.find_manually_created_transcript([lang]) log.debug(f"Found manual transcript for language '{lang}'") except NoTranscriptFound: - log.debug( - f"No manual transcript found for language '{lang}', using generated" - ) + log.debug(f"No manual transcript found for language '{lang}', using generated") pass log.debug(f"Found transcript for language '{lang}'") @@ -131,12 +125,10 @@ class YoutubeLoader: log.debug(f"Empty transcript for language '{lang}'") continue - transcript_text = " ".join( + transcript_text = ' '.join( map( lambda transcript_piece: ( - transcript_piece.text.strip(" ") - if hasattr(transcript_piece, "text") - else "" + transcript_piece.text.strip(' ') if hasattr(transcript_piece, 'text') else '' ), transcript_pieces, ) @@ -150,9 +142,9 @@ class YoutubeLoader: raise e # If we get here, all languages failed - languages_tried = ", ".join(self.language) + languages_tried = ', '.join(self.language) log.warning( - f"No transcript found for any of the specified languages: {languages_tried}. Verify if the video has transcripts, add more languages if needed." + f'No transcript found for any of the specified languages: {languages_tried}. Verify if the video has transcripts, add more languages if needed.' ) raise NoTranscriptFound(self.video_id, self.language, list(transcript_list)) diff --git a/backend/open_webui/retrieval/models/colbert.py b/backend/open_webui/retrieval/models/colbert.py index 2a8c0329d7..d122291ec5 100644 --- a/backend/open_webui/retrieval/models/colbert.py +++ b/backend/open_webui/retrieval/models/colbert.py @@ -13,19 +13,17 @@ log = logging.getLogger(__name__) class ColBERT(BaseReranker): def __init__(self, name, **kwargs) -> None: - log.info("ColBERT: Loading model", name) - self.device = "cuda" if torch.cuda.is_available() else "cpu" + log.info('ColBERT: Loading model', name) + self.device = 'cuda' if torch.cuda.is_available() else 'cpu' - DOCKER = kwargs.get("env") == "docker" + DOCKER = kwargs.get('env') == 'docker' if DOCKER: # This is a workaround for the issue with the docker container # where the torch extension is not loaded properly # and the following error is thrown: # /root/.cache/torch_extensions/py311_cpu/segmented_maxsim_cpp/segmented_maxsim_cpp.so: cannot open shared object file: No such file or directory - lock_file = ( - "/root/.cache/torch_extensions/py311_cpu/segmented_maxsim_cpp/lock" - ) + lock_file = '/root/.cache/torch_extensions/py311_cpu/segmented_maxsim_cpp/lock' if os.path.exists(lock_file): os.remove(lock_file) @@ -36,23 +34,16 @@ class ColBERT(BaseReranker): pass def calculate_similarity_scores(self, query_embeddings, document_embeddings): - query_embeddings = query_embeddings.to(self.device) document_embeddings = document_embeddings.to(self.device) # Validate dimensions to ensure compatibility if query_embeddings.dim() != 3: - raise ValueError( - f"Expected query embeddings to have 3 dimensions, but got {query_embeddings.dim()}." - ) + raise ValueError(f'Expected query embeddings to have 3 dimensions, but got {query_embeddings.dim()}.') if document_embeddings.dim() != 3: - raise ValueError( - f"Expected document embeddings to have 3 dimensions, but got {document_embeddings.dim()}." - ) + raise ValueError(f'Expected document embeddings to have 3 dimensions, but got {document_embeddings.dim()}.') if query_embeddings.size(0) not in [1, document_embeddings.size(0)]: - raise ValueError( - "There should be either one query or queries equal to the number of documents." - ) + raise ValueError('There should be either one query or queries equal to the number of documents.') # Transpose the query embeddings to align for matrix multiplication transposed_query_embeddings = query_embeddings.permute(0, 2, 1) @@ -69,7 +60,6 @@ class ColBERT(BaseReranker): return normalized_scores.detach().cpu().numpy().astype(np.float32) def predict(self, sentences): - query = sentences[0][0] docs = [i[1] for i in sentences] @@ -80,8 +70,6 @@ class ColBERT(BaseReranker): embedded_query = embedded_queries[0] # Calculate retrieval scores for the query against all documents - scores = self.calculate_similarity_scores( - embedded_query.unsqueeze(0), embedded_docs - ) + scores = self.calculate_similarity_scores(embedded_query.unsqueeze(0), embedded_docs) return scores diff --git a/backend/open_webui/retrieval/models/external.py b/backend/open_webui/retrieval/models/external.py index cd24dc6af2..f04583b965 100644 --- a/backend/open_webui/retrieval/models/external.py +++ b/backend/open_webui/retrieval/models/external.py @@ -15,8 +15,8 @@ class ExternalReranker(BaseReranker): def __init__( self, api_key: str, - url: str = "http://localhost:8080/v1/rerank", - model: str = "reranker", + url: str = 'http://localhost:8080/v1/rerank', + model: str = 'reranker', timeout: Optional[int] = None, ): self.api_key = api_key @@ -24,33 +24,31 @@ class ExternalReranker(BaseReranker): self.model = model self.timeout = timeout - def predict( - self, sentences: List[Tuple[str, str]], user=None - ) -> Optional[List[float]]: + def predict(self, sentences: List[Tuple[str, str]], user=None) -> Optional[List[float]]: query = sentences[0][0] docs = [i[1] for i in sentences] payload = { - "model": self.model, - "query": query, - "documents": docs, - "top_n": len(docs), + 'model': self.model, + 'query': query, + 'documents': docs, + 'top_n': len(docs), } try: - log.info(f"ExternalReranker:predict:model {self.model}") - log.info(f"ExternalReranker:predict:query {query}") + log.info(f'ExternalReranker:predict:model {self.model}') + log.info(f'ExternalReranker:predict:query {query}') headers = { - "Content-Type": "application/json", - "Authorization": f"Bearer {self.api_key}", + 'Content-Type': 'application/json', + 'Authorization': f'Bearer {self.api_key}', } if ENABLE_FORWARD_USER_INFO_HEADERS and user: headers = include_user_info_headers(headers, user) r = requests.post( - f"{self.url}", + f'{self.url}', headers=headers, json=payload, timeout=self.timeout, @@ -60,13 +58,13 @@ class ExternalReranker(BaseReranker): r.raise_for_status() data = r.json() - if "results" in data: - sorted_results = sorted(data["results"], key=lambda x: x["index"]) - return [result["relevance_score"] for result in sorted_results] + if 'results' in data: + sorted_results = sorted(data['results'], key=lambda x: x['index']) + return [result['relevance_score'] for result in sorted_results] else: - log.error("No results found in external reranking response") + log.error('No results found in external reranking response') return None except Exception as e: - log.exception(f"Error in external reranking: {e}") + log.exception(f'Error in external reranking: {e}') return None diff --git a/backend/open_webui/retrieval/utils.py b/backend/open_webui/retrieval/utils.py index 86b4acc06d..f7d2775c52 100644 --- a/backend/open_webui/retrieval/utils.py +++ b/backend/open_webui/retrieval/utils.py @@ -30,6 +30,7 @@ from open_webui.models.knowledge import Knowledges from open_webui.models.chats import Chats from open_webui.models.notes import Notes from open_webui.models.access_grants import AccessGrants +from open_webui.utils.access_control.files import has_access_to_file from open_webui.retrieval.vector.main import GetResult from open_webui.utils.headers import include_user_info_headers @@ -61,7 +62,7 @@ from langchain_core.retrievers import BaseRetriever def is_youtube_url(url: str) -> bool: - youtube_regex = r"^(https?://)?(www\.)?(youtube\.com|youtu\.be)/.+$" + youtube_regex = r'^(https?://)?(www\.)?(youtube\.com|youtu\.be)/.+$' return re.match(youtube_regex, url) is not None @@ -84,11 +85,11 @@ def get_loader(request, url: str): def get_content_from_url(request, url: str) -> str: loader = get_loader(request, url) docs = loader.load() - content = " ".join([doc.page_content for doc in docs]) + content = ' '.join([doc.page_content for doc in docs]) return content, docs -CHUNK_HASH_KEY = "_chunk_hash" +CHUNK_HASH_KEY = '_chunk_hash' def _content_hash(text: str) -> str: @@ -101,9 +102,7 @@ class VectorSearchRetriever(BaseRetriever): embedding_function: Any top_k: int - def _get_relevant_documents( - self, query: str, *, run_manager: CallbackManagerForRetrieverRun - ) -> list[Document]: + def _get_relevant_documents(self, query: str, *, run_manager: CallbackManagerForRetrieverRun) -> list[Document]: """Get documents relevant to a query. Args: @@ -145,11 +144,9 @@ class VectorSearchRetriever(BaseRetriever): return results -def query_doc( - collection_name: str, query_embedding: list[float], k: int, user: UserModel = None -): +def query_doc(collection_name: str, query_embedding: list[float], k: int, user: UserModel = None): try: - log.debug(f"query_doc:doc {collection_name}") + log.debug(f'query_doc:doc {collection_name}') result = VECTOR_DB_CLIENT.search( collection_name=collection_name, vectors=[query_embedding], @@ -157,25 +154,25 @@ def query_doc( ) if result: - log.info(f"query_doc:result {result.ids} {result.metadatas}") + log.info(f'query_doc:result {result.ids} {result.metadatas}') return result except Exception as e: - log.exception(f"Error querying doc {collection_name} with limit {k}: {e}") + log.exception(f'Error querying doc {collection_name} with limit {k}: {e}') raise e def get_doc(collection_name: str, user: UserModel = None): try: - log.debug(f"get_doc:doc {collection_name}") + log.debug(f'get_doc:doc {collection_name}') result = VECTOR_DB_CLIENT.get(collection_name=collection_name) if result: - log.info(f"query_doc:result {result.ids} {result.metadatas}") + log.info(f'query_doc:result {result.ids} {result.metadatas}') return result except Exception as e: - log.exception(f"Error getting doc {collection_name}: {e}") + log.exception(f'Error getting doc {collection_name}: {e}') raise e @@ -186,33 +183,29 @@ def get_enriched_texts(collection_result: GetResult) -> list[str]: metadata_parts = [text] # Add filename (repeat twice for extra weight in BM25 scoring) - if metadata.get("name"): - filename = metadata["name"] - filename_tokens = ( - filename.replace("_", " ").replace("-", " ").replace(".", " ") - ) - metadata_parts.append( - f"Filename: {filename} {filename_tokens} {filename_tokens}" - ) + if metadata.get('name'): + filename = metadata['name'] + filename_tokens = filename.replace('_', ' ').replace('-', ' ').replace('.', ' ') + metadata_parts.append(f'Filename: {filename} {filename_tokens} {filename_tokens}') # Add title if available - if metadata.get("title"): - metadata_parts.append(f"Title: {metadata['title']}") + if metadata.get('title'): + metadata_parts.append(f'Title: {metadata["title"]}') # Add document section headings if available (from markdown splitter) - if metadata.get("headings") and isinstance(metadata["headings"], list): - headings = " > ".join(str(h) for h in metadata["headings"]) - metadata_parts.append(f"Section: {headings}") + if metadata.get('headings') and isinstance(metadata['headings'], list): + headings = ' > '.join(str(h) for h in metadata['headings']) + metadata_parts.append(f'Section: {headings}') # Add source URL/path if available - if metadata.get("source"): - metadata_parts.append(f"Source: {metadata['source']}") + if metadata.get('source'): + metadata_parts.append(f'Source: {metadata["source"]}') # Add snippet for web search results - if metadata.get("snippet"): - metadata_parts.append(f"Snippet: {metadata['snippet']}") + if metadata.get('snippet'): + metadata_parts.append(f'Snippet: {metadata["snippet"]}') - enriched_texts.append(" ".join(metadata_parts)) + enriched_texts.append(' '.join(metadata_parts)) return enriched_texts @@ -233,11 +226,11 @@ async def query_doc_with_hybrid_search( # First check if collection_result has the required attributes if ( not collection_result - or not hasattr(collection_result, "documents") - or not hasattr(collection_result, "metadatas") + or not hasattr(collection_result, 'documents') + or not hasattr(collection_result, 'metadatas') ): - log.warning(f"query_doc_with_hybrid_search:no_docs {collection_name}") - return {"documents": [], "metadatas": [], "distances": []} + log.warning(f'query_doc_with_hybrid_search:no_docs {collection_name}') + return {'documents': [], 'metadatas': [], 'distances': []} # Now safely check the documents content after confirming attributes exist if ( @@ -245,10 +238,10 @@ async def query_doc_with_hybrid_search( or len(collection_result.documents) == 0 or not collection_result.documents[0] ): - log.warning(f"query_doc_with_hybrid_search:no_docs {collection_name}") - return {"documents": [], "metadatas": [], "distances": []} + log.warning(f'query_doc_with_hybrid_search:no_docs {collection_name}') + return {'documents': [], 'metadatas': [], 'distances': []} - log.debug(f"query_doc_with_hybrid_search:doc {collection_name}") + log.debug(f'query_doc_with_hybrid_search:doc {collection_name}') original_texts = collection_result.documents[0] bm25_metadatas = [ @@ -256,11 +249,7 @@ async def query_doc_with_hybrid_search( for idx, meta in enumerate(collection_result.metadatas[0]) ] - bm25_texts = ( - get_enriched_texts(collection_result) - if enable_enriched_texts - else original_texts - ) + bm25_texts = get_enriched_texts(collection_result) if enable_enriched_texts else original_texts bm25_retriever = BM25Retriever.from_texts( texts=bm25_texts, @@ -307,15 +296,13 @@ async def query_doc_with_hybrid_search( result = await compression_retriever.ainvoke(query) - distances = [d.metadata.get("score") for d in result] + distances = [d.metadata.get('score') for d in result] documents = [d.page_content for d in result] metadatas = [d.metadata for d in result] # retrieve only min(k, k_reranker) items, sort and cut by distance if k < k_reranker if k < k_reranker: - sorted_items = sorted( - zip(distances, documents, metadatas), key=lambda x: x[0], reverse=True - ) + sorted_items = sorted(zip(distances, documents, metadatas), key=lambda x: x[0], reverse=True) sorted_items = sorted_items[:k] if sorted_items: @@ -324,18 +311,15 @@ async def query_doc_with_hybrid_search( distances, documents, metadatas = [], [], [] result = { - "distances": [distances], - "documents": [documents], - "metadatas": [metadatas], + 'distances': [distances], + 'documents': [documents], + 'metadatas': [metadatas], } - log.info( - "query_doc_with_hybrid_search:result " - + f'{result["metadatas"]} {result["distances"]}' - ) + log.info('query_doc_with_hybrid_search:result ' + f'{result["metadatas"]} {result["distances"]}') return result except Exception as e: - log.exception(f"Error querying doc {collection_name} with hybrid search: {e}") + log.exception(f'Error querying doc {collection_name} with hybrid search: {e}') raise e @@ -346,15 +330,15 @@ def merge_get_results(get_results: list[dict]) -> dict: combined_ids = [] for data in get_results: - combined_documents.extend(data["documents"][0]) - combined_metadatas.extend(data["metadatas"][0]) - combined_ids.extend(data["ids"][0]) + combined_documents.extend(data['documents'][0]) + combined_metadatas.extend(data['metadatas'][0]) + combined_ids.extend(data['ids'][0]) # Create the output dictionary result = { - "documents": [combined_documents], - "metadatas": [combined_metadatas], - "ids": [combined_ids], + 'documents': [combined_documents], + 'metadatas': [combined_metadatas], + 'ids': [combined_ids], } return result @@ -366,21 +350,19 @@ def merge_and_sort_query_results(query_results: list[dict], k: int) -> dict: for data in query_results: if ( - len(data.get("distances", [])) == 0 - or len(data.get("documents", [])) == 0 - or len(data.get("metadatas", [])) == 0 + len(data.get('distances', [])) == 0 + or len(data.get('documents', [])) == 0 + or len(data.get('metadatas', [])) == 0 ): continue - distances = data["distances"][0] - documents = data["documents"][0] - metadatas = data["metadatas"][0] + distances = data['distances'][0] + documents = data['documents'][0] + metadatas = data['metadatas'][0] for distance, document, metadata in zip(distances, documents, metadatas): if isinstance(document, str): - doc_hash = hashlib.sha256( - document.encode() - ).hexdigest() # Compute a hash for uniqueness + doc_hash = hashlib.sha256(document.encode()).hexdigest() # Compute a hash for uniqueness if doc_hash not in combined.keys(): combined[doc_hash] = (distance, document, metadata) @@ -395,15 +377,13 @@ def merge_and_sort_query_results(query_results: list[dict], k: int) -> dict: combined.sort(key=lambda x: x[0], reverse=True) # Slice to keep only the top k elements - sorted_distances, sorted_documents, sorted_metadatas = ( - zip(*combined[:k]) if combined else ([], [], []) - ) + sorted_distances, sorted_documents, sorted_metadatas = zip(*combined[:k]) if combined else ([], [], []) # Create and return the output dictionary return { - "distances": [list(sorted_distances)], - "documents": [list(sorted_documents)], - "metadatas": [list(sorted_metadatas)], + 'distances': [list(sorted_distances)], + 'documents': [list(sorted_documents)], + 'metadatas': [list(sorted_metadatas)], } @@ -417,7 +397,7 @@ def get_all_items_from_collections(collection_names: list[str]) -> dict: if result is not None: results.append(result.model_dump()) except Exception as e: - log.exception(f"Error when querying the collection: {e}") + log.exception(f'Error when querying the collection: {e}') else: pass @@ -425,11 +405,34 @@ def get_all_items_from_collections(collection_names: list[str]) -> dict: async def query_collection( + request, collection_names: list[str], queries: list[str], embedding_function, k: int, ) -> dict: + # When request is provided, try hybrid search + reranking if enabled + if request and request.app.state.config.ENABLE_RAG_HYBRID_SEARCH: + try: + reranking_function = ( + (lambda query, documents: request.app.state.RERANKING_FUNCTION(query, documents)) + if request.app.state.RERANKING_FUNCTION + else None + ) + return await query_collection_with_hybrid_search( + collection_names=collection_names, + queries=queries, + embedding_function=embedding_function, + k=k, + reranking_function=reranking_function, + k_reranker=request.app.state.config.TOP_K_RERANKER, + r=request.app.state.config.RELEVANCE_THRESHOLD, + hybrid_bm25_weight=request.app.state.config.HYBRID_BM25_WEIGHT, + enable_enriched_texts=request.app.state.config.ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS, + ) + except Exception as e: + log.debug(f'Hybrid search failed, falling back to vector search: {e}') + results = [] error = False @@ -445,24 +448,18 @@ async def query_collection( return result.model_dump(), None return None, None except Exception as e: - log.exception(f"Error when querying the collection: {e}") + log.exception(f'Error when querying the collection: {e}') return None, e # Generate all query embeddings (in one call) - query_embeddings = await embedding_function( - queries, prefix=RAG_EMBEDDING_QUERY_PREFIX - ) - log.debug( - f"query_collection: processing {len(queries)} queries across {len(collection_names)} collections" - ) + query_embeddings = await embedding_function(queries, prefix=RAG_EMBEDDING_QUERY_PREFIX) + log.debug(f'query_collection: processing {len(queries)} queries across {len(collection_names)} collections') with ThreadPoolExecutor() as executor: future_results = [] for query_embedding in query_embeddings: for collection_name in collection_names: - result = executor.submit( - process_query_collection, collection_name, query_embedding - ) + result = executor.submit(process_query_collection, collection_name, query_embedding) future_results.append(result) task_results = [future.result() for future in future_results] @@ -473,7 +470,7 @@ async def query_collection( results.append(result) if error and not results: - log.warning("All collection queries failed. No results returned.") + log.warning('All collection queries failed. No results returned.') return merge_and_sort_query_results(results, k=k) @@ -496,19 +493,13 @@ async def query_collection_with_hybrid_search( collection_results = {} for collection_name in collection_names: try: - log.debug( - f"query_collection_with_hybrid_search:VECTOR_DB_CLIENT.get:collection {collection_name}" - ) - collection_results[collection_name] = VECTOR_DB_CLIENT.get( - collection_name=collection_name - ) + log.debug(f'query_collection_with_hybrid_search:VECTOR_DB_CLIENT.get:collection {collection_name}') + collection_results[collection_name] = VECTOR_DB_CLIENT.get(collection_name=collection_name) except Exception as e: - log.exception(f"Failed to fetch collection {collection_name}: {e}") + log.exception(f'Failed to fetch collection {collection_name}: {e}') collection_results[collection_name] = None - log.info( - f"Starting hybrid search for {len(queries)} queries in {len(collection_names)} collections..." - ) + log.info(f'Starting hybrid search for {len(queries)} queries in {len(collection_names)} collections...') async def process_query(collection_name, query): try: @@ -526,7 +517,7 @@ async def query_collection_with_hybrid_search( ) return result, None except Exception as e: - log.exception(f"Error when querying the collection with hybrid_search: {e}") + log.exception(f'Error when querying the collection with hybrid_search: {e}') return None, e # Prepare tasks for all collections and queries @@ -539,9 +530,7 @@ async def query_collection_with_hybrid_search( ] # Run all queries in parallel using asyncio.gather - task_results = await asyncio.gather( - *[process_query(collection_name, query) for collection_name, query in tasks] - ) + task_results = await asyncio.gather(*[process_query(collection_name, query) for collection_name, query in tasks]) for result, err in task_results: if err is not None: @@ -550,9 +539,7 @@ async def query_collection_with_hybrid_search( results.append(result) if error and not results: - raise Exception( - "Hybrid search failed for all collections. Using Non-hybrid search as fallback." - ) + raise Exception('Hybrid search failed for all collections. Using Non-hybrid search as fallback.') return merge_and_sort_query_results(results, k=k) @@ -560,260 +547,229 @@ async def query_collection_with_hybrid_search( def generate_openai_batch_embeddings( model: str, texts: list[str], - url: str = "https://api.openai.com/v1", - key: str = "", + url: str = 'https://api.openai.com/v1', + key: str = '', prefix: str = None, user: UserModel = None, -) -> Optional[list[list[float]]]: - try: - log.debug( - f"generate_openai_batch_embeddings:model {model} batch size: {len(texts)}" - ) - json_data = {"input": texts, "model": model} - if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): - json_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix +) -> list[list[float]]: + log.debug(f'generate_openai_batch_embeddings:model {model} batch size: {len(texts)}') + json_data = {'input': texts, 'model': model} + if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): + json_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix - headers = { - "Content-Type": "application/json", - "Authorization": f"Bearer {key}", - } - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) + headers = { + 'Content-Type': 'application/json', + 'Authorization': f'Bearer {key}', + } + if ENABLE_FORWARD_USER_INFO_HEADERS and user: + headers = include_user_info_headers(headers, user) - r = requests.post( - f"{url}/embeddings", - headers=headers, - json=json_data, - ) - r.raise_for_status() - data = r.json() - if "data" in data: - return [elem["embedding"] for elem in data["data"]] - else: - raise "Something went wrong :/" - except Exception as e: - log.exception(f"Error generating openai batch embeddings: {e}") - return None + r = requests.post( + f'{url}/embeddings', + headers=headers, + json=json_data, + ) + r.raise_for_status() + data = r.json() + if 'data' in data: + return [elem['embedding'] for elem in data['data']] + else: + raise ValueError("Unexpected OpenAI embeddings response: missing 'data' key") async def agenerate_openai_batch_embeddings( model: str, texts: list[str], - url: str = "https://api.openai.com/v1", - key: str = "", + url: str = 'https://api.openai.com/v1', + key: str = '', prefix: str = None, user: UserModel = None, -) -> Optional[list[list[float]]]: - try: - log.debug( - f"agenerate_openai_batch_embeddings:model {model} batch size: {len(texts)}" - ) - form_data = {"input": texts, "model": model} - if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): - form_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix +) -> list[list[float]]: + log.debug(f'agenerate_openai_batch_embeddings:model {model} batch size: {len(texts)}') + form_data = {'input': texts, 'model': model} + if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): + form_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix - headers = { - "Content-Type": "application/json", - "Authorization": f"Bearer {key}", - } - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) + headers = { + 'Content-Type': 'application/json', + 'Authorization': f'Bearer {key}', + } + if ENABLE_FORWARD_USER_INFO_HEADERS and user: + headers = include_user_info_headers(headers, user) - async with aiohttp.ClientSession( - trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) - ) as session: - async with session.post( - f"{url}/embeddings", - headers=headers, - json=form_data, - ssl=AIOHTTP_CLIENT_SESSION_SSL, - ) as r: - r.raise_for_status() - data = await r.json() - if "data" in data: - return [item["embedding"] for item in data["data"]] - else: - raise Exception("Something went wrong :/") - except Exception as e: - log.exception(f"Error generating openai batch embeddings: {e}") - return None + async with aiohttp.ClientSession( + trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) + ) as session: + async with session.post( + f'{url}/embeddings', + headers=headers, + json=form_data, + ssl=AIOHTTP_CLIENT_SESSION_SSL, + ) as r: + r.raise_for_status() + data = await r.json() + if 'data' in data: + return [item['embedding'] for item in data['data']] + else: + raise ValueError("Unexpected OpenAI embeddings response: missing 'data' key") def generate_azure_openai_batch_embeddings( model: str, texts: list[str], url: str, - key: str = "", - version: str = "", + key: str = '', + version: str = '', prefix: str = None, user: UserModel = None, -) -> Optional[list[list[float]]]: - try: - log.debug( - f"generate_azure_openai_batch_embeddings:deployment {model} batch size: {len(texts)}" +) -> list[list[float]]: + log.debug(f'generate_azure_openai_batch_embeddings:deployment {model} batch size: {len(texts)}') + json_data = {'input': texts} + if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): + json_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix + + url = f'{url}/openai/deployments/{model}/embeddings?api-version={version}' + + for _ in range(5): + headers = { + 'Content-Type': 'application/json', + 'api-key': key, + } + if ENABLE_FORWARD_USER_INFO_HEADERS and user: + headers = include_user_info_headers(headers, user) + + r = requests.post( + url, + headers=headers, + json=json_data, ) - json_data = {"input": texts} - if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): - json_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix - - url = f"{url}/openai/deployments/{model}/embeddings?api-version={version}" - - for _ in range(5): - headers = { - "Content-Type": "application/json", - "api-key": key, - } - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) - - r = requests.post( - url, - headers=headers, - json=json_data, - ) - if r.status_code == 429: - retry = float(r.headers.get("Retry-After", "1")) - time.sleep(retry) - continue - r.raise_for_status() - data = r.json() - if "data" in data: - return [elem["embedding"] for elem in data["data"]] - else: - raise Exception("Something went wrong :/") - return None - except Exception as e: - log.exception(f"Error generating azure openai batch embeddings: {e}") - return None + if r.status_code == 429: + retry = float(r.headers.get('Retry-After', '1')) + time.sleep(retry) + continue + r.raise_for_status() + data = r.json() + if 'data' in data: + return [elem['embedding'] for elem in data['data']] + else: + raise ValueError("Unexpected Azure OpenAI embeddings response: missing 'data' key") + raise Exception('Azure OpenAI embedding request failed: max retries (429) exceeded') async def agenerate_azure_openai_batch_embeddings( model: str, texts: list[str], url: str, - key: str = "", - version: str = "", + key: str = '', + version: str = '', prefix: str = None, user: UserModel = None, -) -> Optional[list[list[float]]]: - try: - log.debug( - f"agenerate_azure_openai_batch_embeddings:deployment {model} batch size: {len(texts)}" - ) - form_data = {"input": texts} - if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): - form_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix +) -> list[list[float]]: + log.debug(f'agenerate_azure_openai_batch_embeddings:deployment {model} batch size: {len(texts)}') + form_data = {'input': texts} + if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): + form_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix - full_url = f"{url}/openai/deployments/{model}/embeddings?api-version={version}" + full_url = f'{url}/openai/deployments/{model}/embeddings?api-version={version}' - headers = { - "Content-Type": "application/json", - "api-key": key, - } - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) + headers = { + 'Content-Type': 'application/json', + 'api-key': key, + } + if ENABLE_FORWARD_USER_INFO_HEADERS and user: + headers = include_user_info_headers(headers, user) - async with aiohttp.ClientSession( - trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) - ) as session: - async with session.post( - full_url, - headers=headers, - json=form_data, - ssl=AIOHTTP_CLIENT_SESSION_SSL, - ) as r: - r.raise_for_status() - data = await r.json() - if "data" in data: - return [item["embedding"] for item in data["data"]] - else: - raise Exception("Something went wrong :/") - except Exception as e: - log.exception(f"Error generating azure openai batch embeddings: {e}") - return None + async with aiohttp.ClientSession( + trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) + ) as session: + async with session.post( + full_url, + headers=headers, + json=form_data, + ssl=AIOHTTP_CLIENT_SESSION_SSL, + ) as r: + r.raise_for_status() + data = await r.json() + if 'data' in data: + return [item['embedding'] for item in data['data']] + else: + raise ValueError("Unexpected Azure OpenAI embeddings response: missing 'data' key") def generate_ollama_batch_embeddings( model: str, texts: list[str], url: str, - key: str = "", + key: str = '', prefix: str = None, user: UserModel = None, -) -> Optional[list[list[float]]]: - try: - log.debug( - f"generate_ollama_batch_embeddings:model {model} batch size: {len(texts)}" - ) - json_data = {"input": texts, "model": model} - if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): - json_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix +) -> list[list[float]]: + log.debug(f'generate_ollama_batch_embeddings:model {model} batch size: {len(texts)}') + json_data = {'input': texts, 'model': model, 'truncate': True} + if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): + json_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix - headers = { - "Content-Type": "application/json", - "Authorization": f"Bearer {key}", - } - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) + headers = { + 'Content-Type': 'application/json', + 'Authorization': f'Bearer {key}', + } + if ENABLE_FORWARD_USER_INFO_HEADERS and user: + headers = include_user_info_headers(headers, user) - r = requests.post( - f"{url}/api/embed", - headers=headers, - json=json_data, - ) - r.raise_for_status() - data = r.json() + r = requests.post( + f'{url}/api/embed', + headers=headers, + json=json_data, + ) + if r.status_code != 200: + error_detail = r.json().get('error', r.text) + raise Exception(f'Ollama embed error ({r.status_code}): {error_detail}') + data = r.json() - if "embeddings" in data: - return data["embeddings"] - else: - raise "Something went wrong :/" - except Exception as e: - log.exception(f"Error generating ollama batch embeddings: {e}") - return None + if 'embeddings' in data: + return data['embeddings'] + else: + raise ValueError("Unexpected Ollama embeddings response: missing 'embeddings' key") async def agenerate_ollama_batch_embeddings( model: str, texts: list[str], url: str, - key: str = "", + key: str = '', prefix: str = None, user: UserModel = None, -) -> Optional[list[list[float]]]: - try: - log.debug( - f"agenerate_ollama_batch_embeddings:model {model} batch size: {len(texts)}" - ) - form_data = {"input": texts, "model": model} - if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): - form_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix +) -> list[list[float]]: + log.debug(f'agenerate_ollama_batch_embeddings:model {model} batch size: {len(texts)}') + form_data = {'input': texts, 'model': model, 'truncate': True} + if isinstance(RAG_EMBEDDING_PREFIX_FIELD_NAME, str) and isinstance(prefix, str): + form_data[RAG_EMBEDDING_PREFIX_FIELD_NAME] = prefix - headers = { - "Content-Type": "application/json", - "Authorization": f"Bearer {key}", - } - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) + headers = { + 'Content-Type': 'application/json', + 'Authorization': f'Bearer {key}', + } + if ENABLE_FORWARD_USER_INFO_HEADERS and user: + headers = include_user_info_headers(headers, user) - async with aiohttp.ClientSession( - trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) - ) as session: - async with session.post( - f"{url}/api/embed", - headers=headers, - json=form_data, - ssl=AIOHTTP_CLIENT_SESSION_SSL, - ) as r: - r.raise_for_status() - data = await r.json() - if "embeddings" in data: - return data["embeddings"] - else: - raise Exception("Something went wrong :/") - except Exception as e: - log.exception(f"Error generating ollama batch embeddings: {e}") - return None + async with aiohttp.ClientSession( + trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) + ) as session: + async with session.post( + f'{url}/api/embed', + headers=headers, + json=form_data, + ssl=AIOHTTP_CLIENT_SESSION_SSL, + ) as r: + if r.status != 200: + error_data = await r.json() + error_detail = error_data.get('error', str(error_data)) + raise Exception(f'Ollama embed error ({r.status}): {error_detail}') + data = await r.json() + if 'embeddings' in data: + return data['embeddings'] + else: + raise ValueError("Unexpected Ollama embeddings response: missing 'embeddings' key") def get_embedding_function( @@ -827,7 +783,7 @@ def get_embedding_function( enable_async=True, concurrent_requests=0, ) -> Awaitable: - if embedding_engine == "": + if embedding_engine == '': # Sentence transformers: CPU-bound sync operation async def async_embedding_function(query, prefix=None, user=None): return await asyncio.to_thread( @@ -835,7 +791,7 @@ def get_embedding_function( lambda query, prefix=None: embedding_function.encode( query, batch_size=int(embedding_batch_size), - **({"prompt": prefix} if prefix else {}), + **({'prompt': prefix} if prefix else {}), ).tolist() ), query, @@ -843,7 +799,7 @@ def get_embedding_function( ) return async_embedding_function - elif embedding_engine in ["ollama", "openai", "azure_openai"]: + elif embedding_engine in ['ollama', 'openai', 'azure_openai']: embedding_function = lambda query, prefix=None, user=None: generate_embeddings( engine=embedding_engine, model=embedding_model, @@ -858,15 +814,10 @@ def get_embedding_function( async def async_embedding_function(query, prefix=None, user=None): if isinstance(query, list): # Create batches - batches = [ - query[i : i + embedding_batch_size] - for i in range(0, len(query), embedding_batch_size) - ] + batches = [query[i : i + embedding_batch_size] for i in range(0, len(query), embedding_batch_size)] if enable_async: - log.debug( - f"generate_multiple_async: Processing {len(batches)} batches in parallel" - ) + log.debug(f'generate_multiple_async: Processing {len(batches)} batches in parallel') # Use semaphore to limit concurrent embedding API requests # 0 = unlimited (no semaphore) if concurrent_requests: @@ -874,37 +825,27 @@ def get_embedding_function( async def generate_batch_with_semaphore(batch): async with semaphore: - return await embedding_function( - batch, prefix=prefix, user=user - ) + return await embedding_function(batch, prefix=prefix, user=user) - tasks = [ - generate_batch_with_semaphore(batch) for batch in batches - ] + tasks = [generate_batch_with_semaphore(batch) for batch in batches] else: - tasks = [ - embedding_function(batch, prefix=prefix, user=user) - for batch in batches - ] + tasks = [embedding_function(batch, prefix=prefix, user=user) for batch in batches] batch_results = await asyncio.gather(*tasks) else: - log.debug( - f"generate_multiple_async: Processing {len(batches)} batches sequentially" - ) + log.debug(f'generate_multiple_async: Processing {len(batches)} batches sequentially') batch_results = [] for batch in batches: - batch_results.append( - await embedding_function(batch, prefix=prefix, user=user) - ) + batch_results.append(await embedding_function(batch, prefix=prefix, user=user)) - # Flatten results + # Flatten results — raise if any batch failed embeddings = [] - for batch_embeddings in batch_results: - if isinstance(batch_embeddings, list): - embeddings.extend(batch_embeddings) + for i, batch_embeddings in enumerate(batch_results): + if batch_embeddings is None: + raise Exception(f'Embedding generation failed for batch {i + 1}/{len(batches)}') + embeddings.extend(batch_embeddings) log.debug( - f"generate_multiple_async: Generated {len(embeddings)} embeddings from {len(batches)} parallel batches" + f'generate_multiple_async: Generated {len(embeddings)} embeddings from {len(batches)} parallel batches' ) return embeddings else: @@ -912,7 +853,7 @@ def get_embedding_function( return async_embedding_function else: - raise ValueError(f"Unknown embedding engine: {embedding_engine}") + raise ValueError(f'Unknown embedding engine: {embedding_engine}') async def generate_embeddings( @@ -922,35 +863,39 @@ async def generate_embeddings( prefix: Union[str, None] = None, **kwargs, ): - url = kwargs.get("url", "") - key = kwargs.get("key", "") - user = kwargs.get("user") + url = kwargs.get('url', '') + key = kwargs.get('key', '') + user = kwargs.get('user') if prefix is not None and RAG_EMBEDDING_PREFIX_FIELD_NAME is None: if isinstance(text, list): - text = [f"{prefix}{text_element}" for text_element in text] + text = [f'{prefix}{text_element}' for text_element in text] else: - text = f"{prefix}{text}" + text = f'{prefix}{text}' - if engine == "ollama": + if engine == 'ollama': embeddings = await agenerate_ollama_batch_embeddings( **{ - "model": model, - "texts": text if isinstance(text, list) else [text], - "url": url, - "key": key, - "prefix": prefix, - "user": user, + 'model': model, + 'texts': text if isinstance(text, list) else [text], + 'url': url, + 'key': key, + 'prefix': prefix, + 'user': user, } ) + if embeddings is None: + return None return embeddings[0] if isinstance(text, str) else embeddings - elif engine == "openai": + elif engine == 'openai': embeddings = await agenerate_openai_batch_embeddings( model, text if isinstance(text, list) else [text], url, key, prefix, user ) + if embeddings is None: + return None return embeddings[0] if isinstance(text, str) else embeddings - elif engine == "azure_openai": - azure_api_version = kwargs.get("azure_api_version", "") + elif engine == 'azure_openai': + azure_api_version = kwargs.get('azure_api_version', '') embeddings = await agenerate_azure_openai_batch_embeddings( model, text if isinstance(text, list) else [text], @@ -960,13 +905,15 @@ async def generate_embeddings( prefix, user, ) + if embeddings is None: + return None return embeddings[0] if isinstance(text, str) else embeddings def get_reranking_function(reranking_engine, reranking_model, reranking_function): if reranking_function is None: return None - if reranking_engine == "external": + if reranking_engine == 'external': return lambda query, documents, user=None: reranking_function.predict( [(query, doc.page_content) for doc in documents], user=user ) @@ -990,9 +937,7 @@ async def get_sources_from_items( full_context=False, user: Optional[UserModel] = None, ): - log.debug( - f"items: {items} {queries} {embedding_function} {reranking_function} {full_context}" - ) + log.debug(f'items: {items} {queries} {embedding_function} {reranking_function} {full_context}') extracted_collections = [] query_results = [] @@ -1001,266 +946,231 @@ async def get_sources_from_items( query_result = None collection_names = [] - if item.get("type") == "text": + if item.get('type') == 'text': # Raw Text # Used during temporary chat file uploads or web page & youtube attachements - if item.get("context") == "full": - if item.get("file"): + if item.get('context') == 'full': + if item.get('file'): # if item has file data, use it query_result = { - "documents": [ - [item.get("file", {}).get("data", {}).get("content")] - ], - "metadatas": [[item.get("file", {}).get("meta", {})]], + 'documents': [[item.get('file', {}).get('data', {}).get('content')]], + 'metadatas': [[item.get('file', {}).get('meta', {})]], } if query_result is None: # Fallback - if item.get("collection_name"): + if item.get('collection_name'): # If item has a collection name, use it - collection_names.append(item.get("collection_name")) - elif item.get("file"): + collection_names.append(item.get('collection_name')) + elif item.get('file'): # If item has file data, use it query_result = { - "documents": [ - [item.get("file", {}).get("data", {}).get("content")] - ], - "metadatas": [[item.get("file", {}).get("meta", {})]], + 'documents': [[item.get('file', {}).get('data', {}).get('content')]], + 'metadatas': [[item.get('file', {}).get('meta', {})]], } else: # Fallback to item content query_result = { - "documents": [[item.get("content")]], - "metadatas": [ - [{"file_id": item.get("id"), "name": item.get("name")}] - ], + 'documents': [[item.get('content')]], + 'metadatas': [[{'file_id': item.get('id'), 'name': item.get('name')}]], } - elif item.get("type") == "note": + elif item.get('type') == 'note': # Note Attached - note = Notes.get_note_by_id(item.get("id")) + note = await Notes.get_note_by_id(item.get('id')) if note and ( - user.role == "admin" + user.role == 'admin' or note.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="read", + permission='read', ) ): # User has access to the note query_result = { - "documents": [[note.data.get("content", {}).get("md", "")]], - "metadatas": [[{"file_id": note.id, "name": note.title}]], + 'documents': [[note.data.get('content', {}).get('md', '')]], + 'metadatas': [[{'file_id': note.id, 'name': note.title}]], } - elif item.get("type") == "chat": + elif item.get('type') == 'chat': # Chat Attached - chat = Chats.get_chat_by_id(item.get("id")) + chat = await Chats.get_chat_by_id(item.get('id')) - if chat and (user.role == "admin" or chat.user_id == user.id): - messages_map = chat.chat.get("history", {}).get("messages", {}) - message_id = chat.chat.get("history", {}).get("currentId") + if chat and (user.role == 'admin' or chat.user_id == user.id): + messages_map = chat.chat.get('history', {}).get('messages', {}) + message_id = chat.chat.get('history', {}).get('currentId') if messages_map and message_id: # Reconstruct the message list in order message_list = get_message_list(messages_map, message_id) - message_history = "\n".join( - [ - f"#### {m.get('role', 'user').capitalize()}\n{m.get('content')}\n" - for m in message_list - ] + message_history = '\n'.join( + [f'#### {m.get("role", "user").capitalize()}\n{m.get("content")}\n' for m in message_list] ) # User has access to the chat query_result = { - "documents": [[message_history]], - "metadatas": [[{"file_id": chat.id, "name": chat.title}]], + 'documents': [[message_history]], + 'metadatas': [[{'file_id': chat.id, 'name': chat.title}]], } - elif item.get("type") == "url": - content, docs = get_content_from_url(request, item.get("url")) + elif item.get('type') == 'url': + content, docs = get_content_from_url(request, item.get('url')) if docs: query_result = { - "documents": [[content]], - "metadatas": [[{"url": item.get("url"), "name": item.get("url")}]], + 'documents': [[content]], + 'metadatas': [[{'url': item.get('url'), 'name': item.get('url')}]], } - elif item.get("type") == "file": - if ( - item.get("context") == "full" - or request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL - ): - if item.get("file", {}).get("data", {}).get("content", ""): + elif item.get('type') == 'file': + if item.get('context') == 'full' or request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL: + if item.get('file', {}).get('data', {}).get('content', ''): # Manual Full Mode Toggle # Used from chat file modal, we can assume that the file content will be available from item.get("file").get("data", {}).get("content") query_result = { - "documents": [ - [item.get("file", {}).get("data", {}).get("content", "")] - ], - "metadatas": [ + 'documents': [[item.get('file', {}).get('data', {}).get('content', '')]], + 'metadatas': [ [ { - "file_id": item.get("id"), - "name": item.get("name"), - **item.get("file") - .get("data", {}) - .get("metadata", {}), + 'file_id': item.get('id'), + 'name': item.get('name'), + **item.get('file').get('data', {}).get('metadata', {}), } ] ], } - elif item.get("id"): - file_object = Files.get_file_by_id(item.get("id")) - if file_object: + elif item.get('id'): + file_object = await Files.get_file_by_id(item.get('id')) + if file_object and ( + user.role == 'admin' + or file_object.user_id == user.id + or await has_access_to_file(item.get('id'), 'read', user) + ): query_result = { - "documents": [[file_object.data.get("content", "")]], - "metadatas": [ + 'documents': [[file_object.data.get('content', '')]], + 'metadatas': [ [ { - "file_id": item.get("id"), - "name": file_object.filename, - "source": file_object.filename, + 'file_id': item.get('id'), + 'name': file_object.filename, + 'source': file_object.filename, } ] ], } else: # Fallback to collection names - if item.get("legacy"): - collection_names.append(f"{item['id']}") + if item.get('legacy'): + collection_names.append(f'{item["id"]}') else: - collection_names.append(f"file-{item['id']}") + collection_names.append(f'file-{item["id"]}') - elif item.get("type") == "collection": + elif item.get('type') == 'collection': # Manual Full Mode Toggle for Collection - knowledge_base = Knowledges.get_knowledge_by_id(item.get("id")) + knowledge_base = await Knowledges.get_knowledge_by_id(item.get('id')) if knowledge_base and ( - user.role == "admin" + user.role == 'admin' or knowledge_base.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge_base.id, - permission="read", + permission='read', ) ): - if ( - item.get("context") == "full" - or request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL - ): + if item.get('context') == 'full' or request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL: if knowledge_base and ( - user.role == "admin" + user.role == 'admin' or knowledge_base.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge_base.id, - permission="read", + permission='read', ) ): - files = Knowledges.get_files_by_id(knowledge_base.id) + files = await Knowledges.get_files_by_id(knowledge_base.id) documents = [] metadatas = [] for file in files: - documents.append(file.data.get("content", "")) + documents.append(file.data.get('content', '')) metadatas.append( { - "file_id": file.id, - "name": file.filename, - "source": file.filename, + 'file_id': file.id, + 'name': file.filename, + 'source': file.filename, } ) query_result = { - "documents": [documents], - "metadatas": [metadatas], + 'documents': [documents], + 'metadatas': [metadatas], } else: # Fallback to collection names - if item.get("legacy"): - collection_names = item.get("collection_names", []) + if item.get('legacy'): + collection_names = item.get('collection_names', []) else: - collection_names.append(item["id"]) + collection_names.append(item['id']) - elif item.get("docs"): + elif item.get('docs'): # BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL query_result = { - "documents": [[doc.get("content") for doc in item.get("docs")]], - "metadatas": [[doc.get("metadata") for doc in item.get("docs")]], + 'documents': [[doc.get('content') for doc in item.get('docs')]], + 'metadatas': [[doc.get('metadata') for doc in item.get('docs')]], } - elif item.get("collection_name"): + elif item.get('collection_name'): # Direct Collection Name - collection_names.append(item["collection_name"]) - elif item.get("collection_names"): + collection_names.append(item['collection_name']) + elif item.get('collection_names'): # Collection Names List - collection_names.extend(item["collection_names"]) + collection_names.extend(item['collection_names']) # If query_result is None # Fallback to collection names and vector search the collections if query_result is None and collection_names: collection_names = set(collection_names).difference(extracted_collections) if not collection_names: - log.debug(f"skipping {item} as it has already been extracted") + log.debug(f'skipping {item} as it has already been extracted') continue try: if full_context: query_result = get_all_items_from_collections(collection_names) else: - query_result = None # Initialize to None - if hybrid_search: - try: - query_result = await query_collection_with_hybrid_search( - collection_names=collection_names, - queries=queries, - embedding_function=embedding_function, - k=k, - reranking_function=reranking_function, - k_reranker=k_reranker, - r=r, - hybrid_bm25_weight=hybrid_bm25_weight, - enable_enriched_texts=request.app.state.config.ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS, - ) - except Exception as e: - log.debug( - "Error when using hybrid search, using non hybrid search as fallback." - ) - - # fallback to non-hybrid search - if not hybrid_search and query_result is None: - query_result = await query_collection( - collection_names=collection_names, - queries=queries, - embedding_function=embedding_function, - k=k, - ) + query_result = await query_collection( + request, + collection_names=collection_names, + queries=queries, + embedding_function=embedding_function, + k=k, + ) except Exception as e: log.exception(e) extracted_collections.extend(collection_names) if query_result: - if "data" in item: - del item["data"] - query_results.append({**query_result, "file": item}) + if 'data' in item: + del item['data'] + query_results.append({**query_result, 'file': item}) sources = [] for query_result in query_results: try: - if "documents" in query_result: - if "metadatas" in query_result: + if 'documents' in query_result: + if 'metadatas' in query_result: source = { - "source": query_result["file"], - "document": query_result["documents"][0], - "metadata": query_result["metadatas"][0], + 'source': query_result['file'], + 'document': query_result['documents'][0], + 'metadata': query_result['metadatas'][0], } - if "distances" in query_result and query_result["distances"]: - source["distances"] = query_result["distances"][0] + if 'distances' in query_result and query_result['distances']: + source['distances'] = query_result['distances'][0] sources.append(source) except Exception as e: @@ -1270,7 +1180,7 @@ async def get_sources_from_items( def get_model_path(model: str, update_model: bool = False): # Construct huggingface_hub kwargs with local_files_only to return the snapshot path - cache_dir = os.getenv("SENTENCE_TRANSFORMERS_HOME") + cache_dir = os.getenv('SENTENCE_TRANSFORMERS_HOME') local_files_only = not update_model @@ -1278,34 +1188,30 @@ def get_model_path(model: str, update_model: bool = False): local_files_only = True snapshot_kwargs = { - "cache_dir": cache_dir, - "local_files_only": local_files_only, + 'cache_dir': cache_dir, + 'local_files_only': local_files_only, } - log.debug(f"model: {model}") - log.debug(f"snapshot_kwargs: {snapshot_kwargs}") + log.debug(f'model: {model}') + log.debug(f'snapshot_kwargs: {snapshot_kwargs}') # Inspiration from upstream sentence_transformers - if ( - os.path.exists(model) - or ("\\" in model or model.count("/") > 1) - and local_files_only - ): + if os.path.exists(model) or ('\\' in model or model.count('/') > 1) and local_files_only: # If fully qualified path exists, return input, else set repo_id return model - elif "/" not in model: + elif '/' not in model: # Set valid repo_id for model short-name - model = "sentence-transformers" + "/" + model + model = 'sentence-transformers' + '/' + model - snapshot_kwargs["repo_id"] = model + snapshot_kwargs['repo_id'] = model # Attempt to query the huggingface_hub library to determine the local path and/or to update try: model_repo_path = snapshot_download(**snapshot_kwargs) - log.debug(f"model_repo_path: {model_repo_path}") + log.debug(f'model_repo_path: {model_repo_path}') return model_repo_path except Exception as e: - log.exception(f"Cannot determine model snapshot path: {e}") + log.exception(f'Cannot determine model snapshot path: {e}') if OFFLINE_MODE: raise return model @@ -1325,7 +1231,7 @@ class RerankCompressor(BaseDocumentCompressor): r_score: float class Config: - extra = "forbid" + extra = 'forbid' arbitrary_types_allowed = True def compress_documents( @@ -1361,9 +1267,7 @@ class RerankCompressor(BaseDocumentCompressor): else: from sentence_transformers import util - query_embedding = await self.embedding_function( - query, RAG_EMBEDDING_QUERY_PREFIX - ) + query_embedding = await self.embedding_function(query, RAG_EMBEDDING_QUERY_PREFIX) document_embedding = await self.embedding_function( [doc.page_content for doc in documents], RAG_EMBEDDING_CONTENT_PREFIX ) @@ -1377,15 +1281,13 @@ class RerankCompressor(BaseDocumentCompressor): ) ) if self.r_score: - docs_with_scores = [ - (d, s) for d, s in docs_with_scores if s >= self.r_score - ] + docs_with_scores = [(d, s) for d, s in docs_with_scores if s >= self.r_score] result = sorted(docs_with_scores, key=operator.itemgetter(1), reverse=True) final_results = [] for doc, doc_score in result[: self.top_n]: metadata = doc.metadata - metadata["score"] = doc_score + metadata['score'] = doc_score doc = Document( page_content=doc.page_content, metadata=metadata, @@ -1393,7 +1295,5 @@ class RerankCompressor(BaseDocumentCompressor): final_results.append(doc) return final_results else: - log.warning( - "No valid scores found, check your reranking function. Returning original documents." - ) + log.warning('No valid scores found, check your reranking function. Returning original documents.') return documents diff --git a/backend/open_webui/retrieval/vector/dbs/chroma.py b/backend/open_webui/retrieval/vector/dbs/chroma.py index b7ea5244b4..4ace732b2d 100755 --- a/backend/open_webui/retrieval/vector/dbs/chroma.py +++ b/backend/open_webui/retrieval/vector/dbs/chroma.py @@ -31,17 +31,15 @@ log = logging.getLogger(__name__) class ChromaClient(VectorDBBase): def __init__(self): settings_dict = { - "allow_reset": True, - "anonymized_telemetry": False, + 'allow_reset': True, + 'anonymized_telemetry': False, } if CHROMA_CLIENT_AUTH_PROVIDER is not None: - settings_dict["chroma_client_auth_provider"] = CHROMA_CLIENT_AUTH_PROVIDER + settings_dict['chroma_client_auth_provider'] = CHROMA_CLIENT_AUTH_PROVIDER if CHROMA_CLIENT_AUTH_CREDENTIALS is not None: - settings_dict["chroma_client_auth_credentials"] = ( - CHROMA_CLIENT_AUTH_CREDENTIALS - ) + settings_dict['chroma_client_auth_credentials'] = CHROMA_CLIENT_AUTH_CREDENTIALS - if CHROMA_HTTP_HOST != "": + if CHROMA_HTTP_HOST != '': self.client = chromadb.HttpClient( host=CHROMA_HTTP_HOST, port=CHROMA_HTTP_PORT, @@ -87,25 +85,23 @@ class ChromaClient(VectorDBBase): # chromadb has cosine distance, 2 (worst) -> 0 (best). Re-odering to 0 -> 1 # https://docs.trychroma.com/docs/collections/configure cosine equation - distances: list = result["distances"][0] + distances: list = result['distances'][0] distances = [2 - dist for dist in distances] distances = [[dist / 2 for dist in distances]] return SearchResult( **{ - "ids": result["ids"], - "distances": distances, - "documents": result["documents"], - "metadatas": result["metadatas"], + 'ids': result['ids'], + 'distances': distances, + 'documents': result['documents'], + 'metadatas': result['metadatas'], } ) return None except Exception as e: return None - def query( - self, collection_name: str, filter: dict, limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: dict, limit: Optional[int] = None) -> Optional[GetResult]: # Query the items from the collection based on the filter. try: collection = self.client.get_collection(name=collection_name) @@ -117,13 +113,13 @@ class ChromaClient(VectorDBBase): return GetResult( **{ - "ids": [result["ids"]], - "documents": [result["documents"]], - "metadatas": [result["metadatas"]], + 'ids': [result['ids']], + 'documents': [result['documents']], + 'metadatas': [result['metadatas']], } ) return None - except: + except Exception: return None def get(self, collection_name: str) -> Optional[GetResult]: @@ -133,23 +129,21 @@ class ChromaClient(VectorDBBase): result = collection.get() return GetResult( **{ - "ids": [result["ids"]], - "documents": [result["documents"]], - "metadatas": [result["metadatas"]], + 'ids': [result['ids']], + 'documents': [result['documents']], + 'metadatas': [result['metadatas']], } ) return None def insert(self, collection_name: str, items: list[VectorItem]): # Insert the items into the collection, if the collection does not exist, it will be created. - collection = self.client.get_or_create_collection( - name=collection_name, metadata={"hnsw:space": "cosine"} - ) + collection = self.client.get_or_create_collection(name=collection_name, metadata={'hnsw:space': 'cosine'}) - ids = [item["id"] for item in items] - documents = [item["text"] for item in items] - embeddings = [item["vector"] for item in items] - metadatas = [process_metadata(item["metadata"]) for item in items] + ids = [item['id'] for item in items] + documents = [item['text'] for item in items] + embeddings = [item['vector'] for item in items] + metadatas = [process_metadata(item['metadata']) for item in items] for batch in create_batches( api=self.client, @@ -162,18 +156,14 @@ class ChromaClient(VectorDBBase): def upsert(self, collection_name: str, items: list[VectorItem]): # Update the items in the collection, if the items are not present, insert them. If the collection does not exist, it will be created. - collection = self.client.get_or_create_collection( - name=collection_name, metadata={"hnsw:space": "cosine"} - ) + collection = self.client.get_or_create_collection(name=collection_name, metadata={'hnsw:space': 'cosine'}) - ids = [item["id"] for item in items] - documents = [item["text"] for item in items] - embeddings = [item["vector"] for item in items] - metadatas = [process_metadata(item["metadata"]) for item in items] + ids = [item['id'] for item in items] + documents = [item['text'] for item in items] + embeddings = [item['vector'] for item in items] + metadatas = [process_metadata(item['metadata']) for item in items] - collection.upsert( - ids=ids, documents=documents, embeddings=embeddings, metadatas=metadatas - ) + collection.upsert(ids=ids, documents=documents, embeddings=embeddings, metadatas=metadatas) def delete( self, @@ -191,9 +181,7 @@ class ChromaClient(VectorDBBase): collection.delete(where=filter) except Exception as e: # If collection doesn't exist, that's fine - nothing to delete - log.debug( - f"Attempted to delete from non-existent collection {collection_name}. Ignoring." - ) + log.debug(f'Attempted to delete from non-existent collection {collection_name}. Ignoring.') pass def reset(self): diff --git a/backend/open_webui/retrieval/vector/dbs/elasticsearch.py b/backend/open_webui/retrieval/vector/dbs/elasticsearch.py index e209453f5c..201a5e1706 100644 --- a/backend/open_webui/retrieval/vector/dbs/elasticsearch.py +++ b/backend/open_webui/retrieval/vector/dbs/elasticsearch.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + from elasticsearch import Elasticsearch, BadRequestError from typing import Optional import ssl @@ -47,7 +51,7 @@ class ElasticsearchClient(VectorDBBase): # Status: works def _get_index_name(self, dimension: int) -> str: - return f"{self.index_prefix}_d{str(dimension)}" + return f'{self.index_prefix}_d{str(dimension)}' # Status: works def _scan_result_to_get_result(self, result) -> GetResult: @@ -58,24 +62,24 @@ class ElasticsearchClient(VectorDBBase): metadatas = [] for hit in result: - ids.append(hit["_id"]) - documents.append(hit["_source"].get("text")) - metadatas.append(hit["_source"].get("metadata")) + ids.append(hit['_id']) + documents.append(hit['_source'].get('text')) + metadatas.append(hit['_source'].get('metadata')) return GetResult(ids=[ids], documents=[documents], metadatas=[metadatas]) # Status: works def _result_to_get_result(self, result) -> GetResult: - if not result["hits"]["hits"]: + if not result['hits']['hits']: return None ids = [] documents = [] metadatas = [] - for hit in result["hits"]["hits"]: - ids.append(hit["_id"]) - documents.append(hit["_source"].get("text")) - metadatas.append(hit["_source"].get("metadata")) + for hit in result['hits']['hits']: + ids.append(hit['_id']) + documents.append(hit['_source'].get('text')) + metadatas.append(hit['_source'].get('metadata')) return GetResult(ids=[ids], documents=[documents], metadatas=[metadatas]) @@ -86,11 +90,11 @@ class ElasticsearchClient(VectorDBBase): documents = [] metadatas = [] - for hit in result["hits"]["hits"]: - ids.append(hit["_id"]) - distances.append(hit["_score"]) - documents.append(hit["_source"].get("text")) - metadatas.append(hit["_source"].get("metadata")) + for hit in result['hits']['hits']: + ids.append(hit['_id']) + distances.append(hit['_score']) + documents.append(hit['_source'].get('text')) + metadatas.append(hit['_source'].get('metadata')) return SearchResult( ids=[ids], @@ -102,26 +106,26 @@ class ElasticsearchClient(VectorDBBase): # Status: works def _create_index(self, dimension: int): body = { - "mappings": { - "dynamic_templates": [ + 'mappings': { + 'dynamic_templates': [ { - "strings": { - "match_mapping_type": "string", - "mapping": {"type": "keyword"}, + 'strings': { + 'match_mapping_type': 'string', + 'mapping': {'type': 'keyword'}, } } ], - "properties": { - "collection": {"type": "keyword"}, - "id": {"type": "keyword"}, - "vector": { - "type": "dense_vector", - "dims": dimension, # Adjust based on your vector dimensions - "index": True, - "similarity": "cosine", + 'properties': { + 'collection': {'type': 'keyword'}, + 'id': {'type': 'keyword'}, + 'vector': { + 'type': 'dense_vector', + 'dims': dimension, # Adjust based on your vector dimensions + 'index': True, + 'similarity': 'cosine', }, - "text": {"type": "text"}, - "metadata": {"type": "object"}, + 'text': {'type': 'text'}, + 'metadata': {'type': 'object'}, }, } } @@ -135,21 +139,19 @@ class ElasticsearchClient(VectorDBBase): # Status: works def has_collection(self, collection_name) -> bool: - query_body = {"query": {"bool": {"filter": []}}} - query_body["query"]["bool"]["filter"].append( - {"term": {"collection": collection_name}} - ) + query_body = {'query': {'bool': {'filter': []}}} + query_body['query']['bool']['filter'].append({'term': {'collection': collection_name}}) try: - result = self.client.count(index=f"{self.index_prefix}*", body=query_body) + result = self.client.count(index=f'{self.index_prefix}*', body=query_body) - return result.body["count"] > 0 + return result.body['count'] > 0 except Exception as e: return None def delete_collection(self, collection_name: str): - query = {"query": {"term": {"collection": collection_name}}} - self.client.delete_by_query(index=f"{self.index_prefix}*", body=query) + query = {'query': {'term': {'collection': collection_name}}} + self.client.delete_by_query(index=f'{self.index_prefix}*', body=query) # Status: works def search( @@ -160,51 +162,41 @@ class ElasticsearchClient(VectorDBBase): limit: int = 10, ) -> Optional[SearchResult]: query = { - "size": limit, - "_source": ["text", "metadata"], - "query": { - "script_score": { - "query": { - "bool": {"filter": [{"term": {"collection": collection_name}}]} - }, - "script": { - "source": "cosineSimilarity(params.vector, 'vector') + 1.0", - "params": { - "vector": vectors[0] - }, # Assuming single query vector + 'size': limit, + '_source': ['text', 'metadata'], + 'query': { + 'script_score': { + 'query': {'bool': {'filter': [{'term': {'collection': collection_name}}]}}, + 'script': { + 'source': "cosineSimilarity(params.vector, 'vector') + 1.0", + 'params': {'vector': vectors[0]}, # Assuming single query vector }, } }, } - result = self.client.search( - index=self._get_index_name(len(vectors[0])), body=query - ) + result = self.client.search(index=self._get_index_name(len(vectors[0])), body=query) return self._result_to_search_result(result) # Status: only tested halfwat - def query( - self, collection_name: str, filter: dict, limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: dict, limit: Optional[int] = None) -> Optional[GetResult]: if not self.has_collection(collection_name): return None query_body = { - "query": {"bool": {"filter": []}}, - "_source": ["text", "metadata"], + 'query': {'bool': {'filter': []}}, + '_source': ['text', 'metadata'], } for field, value in filter.items(): - query_body["query"]["bool"]["filter"].append({"term": {field: value}}) - query_body["query"]["bool"]["filter"].append( - {"term": {"collection": collection_name}} - ) + query_body['query']['bool']['filter'].append({'term': {field: value}}) + query_body['query']['bool']['filter'].append({'term': {'collection': collection_name}}) size = limit if limit else 10 try: result = self.client.search( - index=f"{self.index_prefix}*", + index=f'{self.index_prefix}*', body=query_body, size=size, ) @@ -216,9 +208,7 @@ class ElasticsearchClient(VectorDBBase): # Status: works def _has_index(self, dimension: int): - return self.client.indices.exists( - index=self._get_index_name(dimension=dimension) - ) + return self.client.indices.exists(index=self._get_index_name(dimension=dimension)) def get_or_create_index(self, dimension: int): if not self._has_index(dimension=dimension): @@ -228,28 +218,28 @@ class ElasticsearchClient(VectorDBBase): def get(self, collection_name: str) -> Optional[GetResult]: # Get all the items in the collection. query = { - "query": {"bool": {"filter": [{"term": {"collection": collection_name}}]}}, - "_source": ["text", "metadata"], + 'query': {'bool': {'filter': [{'term': {'collection': collection_name}}]}}, + '_source': ['text', 'metadata'], } - results = list(scan(self.client, index=f"{self.index_prefix}*", query=query)) + results = list(scan(self.client, index=f'{self.index_prefix}*', query=query)) return self._scan_result_to_get_result(results) # Status: works def insert(self, collection_name: str, items: list[VectorItem]): - if not self._has_index(dimension=len(items[0]["vector"])): - self._create_index(dimension=len(items[0]["vector"])) + if not self._has_index(dimension=len(items[0]['vector'])): + self._create_index(dimension=len(items[0]['vector'])) for batch in self._create_batches(items): actions = [ { - "_index": self._get_index_name(dimension=len(items[0]["vector"])), - "_id": item["id"], - "_source": { - "collection": collection_name, - "vector": item["vector"], - "text": item["text"], - "metadata": process_metadata(item["metadata"]), + '_index': self._get_index_name(dimension=len(items[0]['vector'])), + '_id': item['id'], + '_source': { + 'collection': collection_name, + 'vector': item['vector'], + 'text': item['text'], + 'metadata': process_metadata(item['metadata']), }, } for item in batch @@ -258,21 +248,21 @@ class ElasticsearchClient(VectorDBBase): # Upsert documents using the update API with doc_as_upsert=True. def upsert(self, collection_name: str, items: list[VectorItem]): - if not self._has_index(dimension=len(items[0]["vector"])): - self._create_index(dimension=len(items[0]["vector"])) + if not self._has_index(dimension=len(items[0]['vector'])): + self._create_index(dimension=len(items[0]['vector'])) for batch in self._create_batches(items): actions = [ { - "_op_type": "update", - "_index": self._get_index_name(dimension=len(item["vector"])), - "_id": item["id"], - "doc": { - "collection": collection_name, - "vector": item["vector"], - "text": item["text"], - "metadata": process_metadata(item["metadata"]), + '_op_type': 'update', + '_index': self._get_index_name(dimension=len(item['vector'])), + '_id': item['id'], + 'doc': { + 'collection': collection_name, + 'vector': item['vector'], + 'text': item['text'], + 'metadata': process_metadata(item['metadata']), }, - "doc_as_upsert": True, + 'doc_as_upsert': True, } for item in batch ] @@ -285,22 +275,17 @@ class ElasticsearchClient(VectorDBBase): ids: Optional[list[str]] = None, filter: Optional[dict] = None, ): - - query = { - "query": {"bool": {"filter": [{"term": {"collection": collection_name}}]}} - } + query = {'query': {'bool': {'filter': [{'term': {'collection': collection_name}}]}}} # logic based on chromaDB if ids: - query["query"]["bool"]["filter"].append({"terms": {"_id": ids}}) + query['query']['bool']['filter'].append({'terms': {'_id': ids}}) elif filter: for field, value in filter.items(): - query["query"]["bool"]["filter"].append( - {"term": {f"metadata.{field}": value}} - ) + query['query']['bool']['filter'].append({'term': {f'metadata.{field}': value}}) - self.client.delete_by_query(index=f"{self.index_prefix}*", body=query) + self.client.delete_by_query(index=f'{self.index_prefix}*', body=query) def reset(self): - indices = self.client.indices.get(index=f"{self.index_prefix}*") + indices = self.client.indices.get(index=f'{self.index_prefix}*') for index in indices: self.client.indices.delete(index=index) diff --git a/backend/open_webui/retrieval/vector/dbs/mariadb_vector.py b/backend/open_webui/retrieval/vector/dbs/mariadb_vector.py new file mode 100644 index 0000000000..1cb3563382 --- /dev/null +++ b/backend/open_webui/retrieval/vector/dbs/mariadb_vector.py @@ -0,0 +1,583 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + +from __future__ import annotations + +import array +import json +import logging +import math +import re +import sys +from contextlib import contextmanager +from typing import Any, Dict, List, Optional, Tuple + +from sqlalchemy import create_engine +from sqlalchemy.pool import NullPool, QueuePool + +from open_webui.config import ( + MARIADB_VECTOR_DB_URL, + MARIADB_VECTOR_DISTANCE_STRATEGY, + MARIADB_VECTOR_INDEX_M, + MARIADB_VECTOR_INITIALIZE_MAX_VECTOR_LENGTH, + MARIADB_VECTOR_POOL_SIZE, + MARIADB_VECTOR_POOL_MAX_OVERFLOW, + MARIADB_VECTOR_POOL_TIMEOUT, + MARIADB_VECTOR_POOL_RECYCLE, +) +from open_webui.retrieval.vector.main import ( + GetResult, + SearchResult, + VectorDBBase, + VectorItem, +) +from open_webui.retrieval.vector.utils import process_metadata + +log = logging.getLogger(__name__) + +VECTOR_LENGTH = int(MARIADB_VECTOR_INITIALIZE_MAX_VECTOR_LENGTH) + + +def _embedding_to_f32_bytes(vec: List[float]) -> bytes: + """ + Convert a Python float vector into the binary payload expected by MariaDB VECTOR. + + MariaDB Vector expects the vector argument to be bound as a little-endian float32 + byte sequence. We use array('f') to avoid a numpy dependency and byteswap on + big-endian platforms for portability. + """ + a = array.array('f', [float(x) for x in vec]) # float32 + if sys.byteorder != 'little': + a.byteswap() + return a.tobytes() + + +def _safe_json(v: Any) -> Dict[str, Any]: + """ + Normalize a potentially JSON-like value into a Python dict. + + Accepts: + - dict: returned as-is + - str / bytes: parsed as JSON if possible + - None / other types: returns {} + """ + if v is None: + return {} + if isinstance(v, dict): + return v + if isinstance(v, (bytes, bytearray)): + try: + v = v.decode('utf-8') + except Exception: + return {} + if isinstance(v, str): + try: + j = json.loads(v) + return j if isinstance(j, dict) else {} + except Exception: + return {} + return {} + + +class MariaDBVectorClient(VectorDBBase): + """ + MariaDB + MariaDB Vector backend using DBAPI cursor parameter binding. + + IMPORTANT: + - Intended for: mariadb+mariadbconnector://... (official MariaDB driver). + - Uses qmark ("?") params and binds vectors as float32 bytes. + - Uses binary binding for BOTH inserts/updates and distance computations. + """ + + def __init__( + self, + db_url: Optional[str] = None, + vector_length: int = VECTOR_LENGTH, + distance_strategy: str = MARIADB_VECTOR_DISTANCE_STRATEGY, + index_m: int = MARIADB_VECTOR_INDEX_M, + ) -> None: + """ + Initialize a MariaDB Vector-backed VectorDBBase implementation. + + Validates URL scheme/driver requirements, ensures schema exists, and guards + against dimension mismatch with an existing VECTOR(n) column. + """ + self.db_url = (db_url or MARIADB_VECTOR_DB_URL).strip() + self.vector_length = int(vector_length) + self.distance_strategy = (distance_strategy or 'cosine').strip().lower() + self.index_m = int(index_m) + + if self.distance_strategy not in {'cosine', 'euclidean'}: + raise ValueError("distance_strategy must be 'cosine' or 'euclidean'") + + if not self.db_url.lower().startswith('mariadb+mariadbconnector://'): + raise ValueError( + 'MariaDBVectorClient requires mariadb+mariadbconnector:// (official MariaDB driver) ' + 'to ensure qmark paramstyle and correct VECTOR binding.' + ) + + if isinstance(MARIADB_VECTOR_POOL_SIZE, int): + if MARIADB_VECTOR_POOL_SIZE > 0: + self.engine = create_engine( + self.db_url, + pool_size=MARIADB_VECTOR_POOL_SIZE, + max_overflow=MARIADB_VECTOR_POOL_MAX_OVERFLOW, + pool_timeout=MARIADB_VECTOR_POOL_TIMEOUT, + pool_recycle=MARIADB_VECTOR_POOL_RECYCLE, + pool_pre_ping=True, + poolclass=QueuePool, + ) + else: + self.engine = create_engine(self.db_url, pool_pre_ping=True, poolclass=NullPool) + else: + self.engine = create_engine(self.db_url, pool_pre_ping=True) + self._init_schema() + self._check_vector_length() + + @contextmanager + def _connect(self): + """ + Yield a context-managed DBAPI connection (SQLAlchemy raw_connection()). + + Callers can use: + with self._connect() as conn: + with conn.cursor() as cur: + ... + """ + conn = self.engine.raw_connection() + try: + yield conn + finally: + try: + conn.close() + except Exception: + pass + + def _init_schema(self) -> None: + """ + Create the backing table and vector index if they do not exist. + + Uses a PK definition compatible with MariaDB Vector's VECTOR INDEX key-size constraints. + """ + with self._connect() as conn: + with conn.cursor() as cur: + try: + dist = self.distance_strategy + cur.execute(f""" + CREATE TABLE IF NOT EXISTS document_chunk ( + -- MariaDB Vector requires the table PRIMARY KEY used with a VECTOR INDEX to be <= 256 bytes. + -- VARCHAR has internal length/metadata overhead, so VARCHAR(255) can exceed the 256-byte limit. + -- We use VARCHAR(254) to stay safely under the limit, and force ASCII (1 byte/char) so the byte + -- size is predictable (avoid utf8mb4 where a "255 char" key could be up to 1020 bytes). + -- ascii_bin gives bytewise, case-sensitive comparisons for stable ID matching. + id VARCHAR(254) CHARACTER SET ascii COLLATE ascii_bin PRIMARY KEY, + embedding VECTOR({self.vector_length}) NOT NULL, + collection_name VARCHAR(255) NOT NULL, + text LONGTEXT NULL, + vmetadata JSON NULL, + VECTOR INDEX (embedding) M={self.index_m} DISTANCE={dist}, + INDEX idx_document_chunk_collection_name (collection_name) + ) ENGINE=InnoDB; + """) + conn.commit() + except Exception as e: + conn.rollback() + log.exception(f'Error during database initialization: {e}') + raise + + def _check_vector_length(self) -> None: + """ + Validate that the existing VECTOR column dimension matches this client's configured dimension. + + Dimension guard: if table already exists with + a different VECTOR(n), refuse to silently mismatch. + """ + with self._connect() as conn: + with conn.cursor() as cur: + cur.execute('SHOW CREATE TABLE document_chunk') + row = cur.fetchone() + if not row or len(row) < 2: + return + ddl = row[1] + m = re.search(r'vector\\((\\d+)\\)', ddl, flags=re.IGNORECASE) + if not m: + return + existing = int(m.group(1)) + if existing != int(self.vector_length): + raise Exception( + f'VECTOR_LENGTH {self.vector_length} does not match existing vector column dimension {existing}. ' + 'Cannot change vector size after initialization without migrating the data.' + ) + + def adjust_vector_length(self, vector: List[float]) -> List[float]: + """ + Pad or truncate a vector to match `self.vector_length`. + """ + n = len(vector) + if n < self.vector_length: + return vector + [0.0] * (self.vector_length - n) + if n > self.vector_length: + return vector[: self.vector_length] + return vector + + def _dist_fn(self) -> str: + """ + Return the MariaDB Vector distance function name for the configured strategy. + """ + return 'vec_distance_cosine' if self.distance_strategy == 'cosine' else 'vec_distance_euclidean' + + def _score_from_dist(self, dist: float) -> float: + """ + Convert a DB distance value into a normalized score in (0, 1]. + + - cosine: score ~= 1 - cosine_distance, clamped to [0, 1] + - euclidean: score = 1 / (1 + dist) + """ + if self.distance_strategy == 'cosine': + score = 1.0 - dist + if score < 0.0: + score = 0.0 + if score > 1.0: + score = 1.0 + return score + return 1.0 / (1.0 + max(0.0, dist)) + + def _build_filter_sql_qmark(self, expr: Any) -> Tuple[str, List[Any]]: + """ + Build a WHERE-clause fragment and qmark params from a minimal Mongo-like filter. + + Supported forms: + - {"field": "v"} + - {"field": {"$in": ["a","b"]}} + - {"$and": [ ... ]} + - {"$or": [ ... ]} + """ + if not expr or not isinstance(expr, dict): + return '', [] + + if '$and' in expr: + parts: List[str] = [] + params: List[Any] = [] + for e in expr.get('$and') or []: + s, p = self._build_filter_sql_qmark(e) + if s: + parts.append(s) + params.extend(p) + return ('(' + ' AND '.join(parts) + ')') if parts else '', params + + if '$or' in expr: + parts: List[str] = [] + params: List[Any] = [] + for e in expr.get('$or') or []: + s, p = self._build_filter_sql_qmark(e) + if s: + parts.append(s) + params.extend(p) + return ('(' + ' OR '.join(parts) + ')') if parts else '', params + + clauses: List[str] = [] + params: List[Any] = [] + for key, value in expr.items(): + if key.startswith('$'): + continue + json_expr = f"JSON_UNQUOTE(JSON_EXTRACT(vmetadata, '$.{key}'))" + if isinstance(value, dict) and '$in' in value: + vals = [str(v) for v in (value.get('$in') or [])] + if not vals: + clauses.append('0=1') + continue + ors = [] + for v in vals: + ors.append(f'{json_expr} = ?') + params.append(v) + clauses.append('(' + ' OR '.join(ors) + ')') + else: + clauses.append(f'{json_expr} = ?') + params.append(str(value)) + return ('(' + ' AND '.join(clauses) + ')') if clauses else '', params + + def insert(self, collection_name: str, items: List[VectorItem]) -> None: + """ + Insert items into the given collection (best-effort, ignores duplicates). + + Uses executemany() with binary VECTOR binding for high-throughput ingestion. + """ + if not items: + return + with self._connect() as conn: + with conn.cursor() as cur: + try: + sql = """ + INSERT IGNORE INTO document_chunk + (id, embedding, collection_name, text, vmetadata) + VALUES + (?, ?, ?, ?, ?) + """ + params: List[Tuple[Any, ...]] = [] + for item in items: + v = self.adjust_vector_length(item['vector']) + emb = _embedding_to_f32_bytes(v) + meta = process_metadata(item.get('metadata') or {}) + params.append( + ( + item['id'], + emb, + collection_name, + item.get('text'), + json.dumps(meta), + ) + ) + cur.executemany(sql, params) + conn.commit() + except Exception as e: + conn.rollback() + log.exception(f'Error during insert: {e}') + raise + + def upsert(self, collection_name: str, items: List[VectorItem]) -> None: + """ + Insert or update items in the given collection by primary key. + + Uses executemany() and updates embedding/text/metadata on conflicts. + """ + if not items: + return + with self._connect() as conn: + with conn.cursor() as cur: + try: + sql = """ + INSERT INTO document_chunk + (id, embedding, collection_name, text, vmetadata) + VALUES + (?, ?, ?, ?, ?) + ON DUPLICATE KEY UPDATE + embedding = VALUES(embedding), + collection_name = VALUES(collection_name), + text = VALUES(text), + vmetadata = VALUES(vmetadata) + """ + params: List[Tuple[Any, ...]] = [] + for item in items: + v = self.adjust_vector_length(item['vector']) + emb = _embedding_to_f32_bytes(v) + meta = process_metadata(item.get('metadata') or {}) + params.append( + ( + item['id'], + emb, + collection_name, + item.get('text'), + json.dumps(meta), + ) + ) + cur.executemany(sql, params) + conn.commit() + except Exception as e: + conn.rollback() + log.exception(f'Error during upsert: {e}') + raise + + def search( + self, + collection_name: str, + vectors: List[List[float]], + filter: Optional[Dict[str, Any]] = None, + limit: int = 10, + ) -> Optional[SearchResult]: + """ + Perform a vector similarity search. + + Args: + collection_name: Logical collection partition key. + vectors: One or more query vectors. + filter: Optional metadata filter (Mongo-like subset). + limit: Top-k per query vector. + + Returns a SearchResult where distances are normalized scores (higher is better). + """ + if not vectors: + return None + + dist_fn = self._dist_fn() + ids: List[List[str]] = [[] for _ in vectors] + distances: List[List[float]] = [[] for _ in vectors] + documents: List[List[str]] = [[] for _ in vectors] + metadatas: List[List[Any]] = [[] for _ in vectors] + + try: + with self._connect() as conn: + with conn.cursor() as cur: + fsql, fparams = self._build_filter_sql_qmark(filter or {}) + where = 'collection_name = ?' + base_params: List[Any] = [collection_name] + if fsql: + where = where + ' AND ' + fsql + base_params.extend(fparams) + + sql = f""" + SELECT + id, + text, + vmetadata, + {dist_fn}(embedding, ?) AS dist + FROM document_chunk + WHERE {where} + ORDER BY dist ASC + LIMIT ? + """ + + for q_idx, q in enumerate(vectors): + qv = self.adjust_vector_length(q) + qbin = _embedding_to_f32_bytes(qv) + params = [qbin] + list(base_params) + [int(limit)] + cur.execute(sql, params) + rows = cur.fetchall() + + for r in rows: + rid, rtext, rmeta, rdist = r[0], r[1], r[2], r[3] + ids[q_idx].append(str(rid)) + try: + dist = float(rdist) if rdist is not None else 1.0 + except Exception: + dist = 1.0 + if math.isnan(dist) or math.isinf(dist): + dist = 1.0 + distances[q_idx].append(self._score_from_dist(dist)) + documents[q_idx].append(rtext) + metadatas[q_idx].append(_safe_json(rmeta)) + + return SearchResult( + ids=ids, + distances=distances, + documents=documents, + metadatas=metadatas, + ) + except Exception as e: + log.exception(f'[MARIADB_VECTOR] search() failed: {e}') + return None + + def query(self, collection_name: str, filter: Dict[str, Any], limit: Optional[int] = None) -> Optional[GetResult]: + """ + Retrieve documents by metadata filter (non-vector query). + """ + with self._connect() as conn: + with conn.cursor() as cur: + fsql, fparams = self._build_filter_sql_qmark(filter or {}) + where = 'collection_name = ?' + params: List[Any] = [collection_name] + if fsql: + where = where + ' AND ' + fsql + params.extend(fparams) + sql = f'SELECT id, text, vmetadata FROM document_chunk WHERE {where}' + if limit is not None: + sql += ' LIMIT ?' + params.append(int(limit)) + cur.execute(sql, params) + rows = cur.fetchall() + if not rows: + return None + ids = [[str(r[0]) for r in rows]] + documents = [[r[1] for r in rows]] + metadatas = [[_safe_json(r[2]) for r in rows]] + return GetResult(ids=ids, documents=documents, metadatas=metadatas) + + def get(self, collection_name: str, limit: Optional[int] = None) -> Optional[GetResult]: + """ + Retrieve documents in a collection without filtering (optionally limited). + """ + with self._connect() as conn: + with conn.cursor() as cur: + sql = 'SELECT id, text, vmetadata FROM document_chunk WHERE collection_name = ?' + params: List[Any] = [collection_name] + if limit is not None: + sql += ' LIMIT ?' + params.append(int(limit)) + cur.execute(sql, params) + rows = cur.fetchall() + if not rows: + return None + ids = [[str(r[0]) for r in rows]] + documents = [[r[1] for r in rows]] + metadatas = [[_safe_json(r[2]) for r in rows]] + return GetResult(ids=ids, documents=documents, metadatas=metadatas) + + def delete( + self, + collection_name: str, + ids: Optional[List[str]] = None, + filter: Optional[Dict[str, Any]] = None, + ) -> None: + """ + Delete rows from a collection by id list and/or metadata filter. + + If both are provided, they are combined with AND semantics. + """ + with self._connect() as conn: + with conn.cursor() as cur: + try: + where = ['collection_name = ?'] + params: List[Any] = [collection_name] + + if ids: + ph = ', '.join(['?'] * len(ids)) + where.append(f'id IN ({ph})') + params.extend(ids) + + if filter: + fsql, fparams = self._build_filter_sql_qmark(filter) + if fsql: + where.append(fsql) + params.extend(fparams) + + sql = 'DELETE FROM document_chunk WHERE ' + ' AND '.join(where) + cur.execute(sql, params) + conn.commit() + except Exception as e: + conn.rollback() + log.exception(f'Error during delete: {e}') + raise + + def reset(self) -> None: + """ + Truncate the vector table (drops all collections). + """ + with self._connect() as conn: + with conn.cursor() as cur: + try: + cur.execute('TRUNCATE TABLE document_chunk') + conn.commit() + except Exception as e: + conn.rollback() + log.exception(f'Error during reset: {e}') + raise + + def has_collection(self, collection_name: str) -> bool: + """ + Return True if the collection contains at least one row, else False. + """ + try: + with self._connect() as conn: + with conn.cursor() as cur: + cur.execute( + 'SELECT 1 FROM document_chunk WHERE collection_name = ? LIMIT 1', + (collection_name,), + ) + return cur.fetchone() is not None + except Exception: + return False + + def delete_collection(self, collection_name: str) -> None: + """ + Delete all rows in a collection. + """ + self.delete(collection_name) + + def close(self) -> None: + """ + Dispose the underlying SQLAlchemy engine. + """ + try: + self.engine.dispose() + except Exception as e: + log.exception(f'Error during dispose the underlying SQLAlchemy engine: {e}') diff --git a/backend/open_webui/retrieval/vector/dbs/milvus.py b/backend/open_webui/retrieval/vector/dbs/milvus.py index 35cf6b3829..2f3d8f3890 100644 --- a/backend/open_webui/retrieval/vector/dbs/milvus.py +++ b/backend/open_webui/retrieval/vector/dbs/milvus.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + from pymilvus import MilvusClient as Client from pymilvus import FieldSchema, DataType from pymilvus import connections, Collection @@ -31,7 +35,7 @@ log = logging.getLogger(__name__) class MilvusClient(VectorDBBase): def __init__(self): - self.collection_prefix = "open_webui" + self.collection_prefix = 'open_webui' if MILVUS_TOKEN is None: self.client = Client(uri=MILVUS_URI, db_name=MILVUS_DB) else: @@ -46,17 +50,17 @@ class MilvusClient(VectorDBBase): _documents = [] _metadatas = [] for item in match: - _ids.append(item.get("id")) - _documents.append(item.get("data", {}).get("text")) - _metadatas.append(item.get("metadata")) + _ids.append(item.get('id')) + _documents.append(item.get('data', {}).get('text')) + _metadatas.append(item.get('metadata')) ids.append(_ids) documents.append(_documents) metadatas.append(_metadatas) return GetResult( **{ - "ids": ids, - "documents": documents, - "metadatas": metadatas, + 'ids': ids, + 'documents': documents, + 'metadatas': metadatas, } ) @@ -71,23 +75,23 @@ class MilvusClient(VectorDBBase): _documents = [] _metadatas = [] for item in match: - _ids.append(item.get("id")) + _ids.append(item.get('id')) # normalize milvus score from [-1, 1] to [0, 1] range # https://milvus.io/docs/de/metric.md - _dist = (item.get("distance") + 1.0) / 2.0 + _dist = (item.get('distance') + 1.0) / 2.0 _distances.append(_dist) - _documents.append(item.get("entity", {}).get("data", {}).get("text")) - _metadatas.append(item.get("entity", {}).get("metadata")) + _documents.append(item.get('entity', {}).get('data', {}).get('text')) + _metadatas.append(item.get('entity', {}).get('metadata')) ids.append(_ids) distances.append(_distances) documents.append(_documents) metadatas.append(_metadatas) return SearchResult( **{ - "ids": ids, - "distances": distances, - "documents": documents, - "metadatas": metadatas, + 'ids': ids, + 'distances': distances, + 'documents': documents, + 'metadatas': metadatas, } ) @@ -97,21 +101,19 @@ class MilvusClient(VectorDBBase): enable_dynamic_field=True, ) schema.add_field( - field_name="id", + field_name='id', datatype=DataType.VARCHAR, is_primary=True, max_length=65535, ) schema.add_field( - field_name="vector", + field_name='vector', datatype=DataType.FLOAT_VECTOR, dim=dimension, - description="vector", - ) - schema.add_field(field_name="data", datatype=DataType.JSON, description="data") - schema.add_field( - field_name="metadata", datatype=DataType.JSON, description="metadata" + description='vector', ) + schema.add_field(field_name='data', datatype=DataType.JSON, description='data') + schema.add_field(field_name='metadata', datatype=DataType.JSON, description='metadata') index_params = self.client.prepare_index_params() @@ -119,44 +121,44 @@ class MilvusClient(VectorDBBase): index_type = MILVUS_INDEX_TYPE.upper() metric_type = MILVUS_METRIC_TYPE.upper() - log.info(f"Using Milvus index type: {index_type}, metric type: {metric_type}") + log.info(f'Using Milvus index type: {index_type}, metric type: {metric_type}') index_creation_params = {} - if index_type == "HNSW": + if index_type == 'HNSW': index_creation_params = { - "M": MILVUS_HNSW_M, - "efConstruction": MILVUS_HNSW_EFCONSTRUCTION, + 'M': MILVUS_HNSW_M, + 'efConstruction': MILVUS_HNSW_EFCONSTRUCTION, } - log.info(f"HNSW params: {index_creation_params}") - elif index_type == "IVF_FLAT": - index_creation_params = {"nlist": MILVUS_IVF_FLAT_NLIST} - log.info(f"IVF_FLAT params: {index_creation_params}") - elif index_type == "DISKANN": + log.info(f'HNSW params: {index_creation_params}') + elif index_type == 'IVF_FLAT': + index_creation_params = {'nlist': MILVUS_IVF_FLAT_NLIST} + log.info(f'IVF_FLAT params: {index_creation_params}') + elif index_type == 'DISKANN': index_creation_params = { - "max_degree": MILVUS_DISKANN_MAX_DEGREE, - "search_list_size": MILVUS_DISKANN_SEARCH_LIST_SIZE, + 'max_degree': MILVUS_DISKANN_MAX_DEGREE, + 'search_list_size': MILVUS_DISKANN_SEARCH_LIST_SIZE, } - log.info(f"DISKANN params: {index_creation_params}") - elif index_type in ["FLAT", "AUTOINDEX"]: - log.info(f"Using {index_type} index with no specific build-time params.") + log.info(f'DISKANN params: {index_creation_params}') + elif index_type in ['FLAT', 'AUTOINDEX']: + log.info(f'Using {index_type} index with no specific build-time params.') else: log.warning( f"Unsupported MILVUS_INDEX_TYPE: '{index_type}'. " - f"Supported types: HNSW, IVF_FLAT, DISKANN, FLAT, AUTOINDEX. " - f"Milvus will use its default for the collection if this type is not directly supported for index creation." + f'Supported types: HNSW, IVF_FLAT, DISKANN, FLAT, AUTOINDEX. ' + f'Milvus will use its default for the collection if this type is not directly supported for index creation.' ) # For unsupported types, pass the type directly to Milvus; it might handle it or use a default. # If Milvus errors out, the user needs to correct the MILVUS_INDEX_TYPE env var. index_params.add_index( - field_name="vector", + field_name='vector', index_type=index_type, metric_type=metric_type, params=index_creation_params, ) self.client.create_collection( - collection_name=f"{self.collection_prefix}_{collection_name}", + collection_name=f'{self.collection_prefix}_{collection_name}', schema=schema, index_params=index_params, ) @@ -166,17 +168,13 @@ class MilvusClient(VectorDBBase): def has_collection(self, collection_name: str) -> bool: # Check if the collection exists based on the collection name. - collection_name = collection_name.replace("-", "_") - return self.client.has_collection( - collection_name=f"{self.collection_prefix}_{collection_name}" - ) + collection_name = collection_name.replace('-', '_') + return self.client.has_collection(collection_name=f'{self.collection_prefix}_{collection_name}') def delete_collection(self, collection_name: str): # Delete the collection based on the collection name. - collection_name = collection_name.replace("-", "_") - return self.client.drop_collection( - collection_name=f"{self.collection_prefix}_{collection_name}" - ) + collection_name = collection_name.replace('-', '_') + return self.client.drop_collection(collection_name=f'{self.collection_prefix}_{collection_name}') def search( self, @@ -186,15 +184,15 @@ class MilvusClient(VectorDBBase): limit: int = 10, ) -> Optional[SearchResult]: # Search for the nearest neighbor items based on the vectors and return 'limit' number of results. - collection_name = collection_name.replace("-", "_") + collection_name = collection_name.replace('-', '_') # For some index types like IVF_FLAT, search params like nprobe can be set. # Example: search_params = {"nprobe": 10} if using IVF_FLAT # For simplicity, not adding configurable search_params here, but could be extended. result = self.client.search( - collection_name=f"{self.collection_prefix}_{collection_name}", + collection_name=f'{self.collection_prefix}_{collection_name}', data=vectors, limit=limit, - output_fields=["data", "metadata"], + output_fields=['data', 'metadata'], # search_params=search_params # Potentially add later if needed ) return self._result_to_search_result(result) @@ -202,11 +200,9 @@ class MilvusClient(VectorDBBase): def query(self, collection_name: str, filter: dict, limit: int = -1): connections.connect(uri=MILVUS_URI, token=MILVUS_TOKEN, db_name=MILVUS_DB) - collection_name = collection_name.replace("-", "_") + collection_name = collection_name.replace('-', '_') if not self.has_collection(collection_name): - log.warning( - f"Query attempted on non-existent collection: {self.collection_prefix}_{collection_name}" - ) + log.warning(f'Query attempted on non-existent collection: {self.collection_prefix}_{collection_name}') return None filter_expressions = [] @@ -216,9 +212,9 @@ class MilvusClient(VectorDBBase): else: filter_expressions.append(f'metadata["{key}"] == {value}') - filter_string = " && ".join(filter_expressions) + filter_string = ' && '.join(filter_expressions) - collection = Collection(f"{self.collection_prefix}_{collection_name}") + collection = Collection(f'{self.collection_prefix}_{collection_name}') collection.load() try: @@ -229,9 +225,9 @@ class MilvusClient(VectorDBBase): iterator = collection.query_iterator( expr=filter_string, output_fields=[ - "id", - "data", - "metadata", + 'id', + 'data', + 'metadata', ], limit=limit if limit > 0 else -1, ) @@ -244,7 +240,7 @@ class MilvusClient(VectorDBBase): break all_results.extend(batch) - log.debug(f"Total results from query: {len(all_results)}") + log.debug(f'Total results from query: {len(all_results)}') return self._result_to_get_result([all_results] if all_results else [[]]) except Exception as e: @@ -255,7 +251,7 @@ class MilvusClient(VectorDBBase): def get(self, collection_name: str) -> Optional[GetResult]: # Get all the items in the collection. This can be very resource-intensive for large collections. - collection_name = collection_name.replace("-", "_") + collection_name = collection_name.replace('-', '_') log.warning( f"Fetching ALL items from collection '{self.collection_prefix}_{collection_name}'. This might be slow for large collections." ) @@ -265,35 +261,25 @@ class MilvusClient(VectorDBBase): def insert(self, collection_name: str, items: list[VectorItem]): # Insert the items into the collection, if the collection does not exist, it will be created. - collection_name = collection_name.replace("-", "_") - if not self.client.has_collection( - collection_name=f"{self.collection_prefix}_{collection_name}" - ): - log.info( - f"Collection {self.collection_prefix}_{collection_name} does not exist. Creating now." - ) + collection_name = collection_name.replace('-', '_') + if not self.client.has_collection(collection_name=f'{self.collection_prefix}_{collection_name}'): + log.info(f'Collection {self.collection_prefix}_{collection_name} does not exist. Creating now.') if not items: log.error( - f"Cannot create collection {self.collection_prefix}_{collection_name} without items to determine dimension." + f'Cannot create collection {self.collection_prefix}_{collection_name} without items to determine dimension.' ) - raise ValueError( - "Cannot create Milvus collection without items to determine vector dimension." - ) - self._create_collection( - collection_name=collection_name, dimension=len(items[0]["vector"]) - ) + raise ValueError('Cannot create Milvus collection without items to determine vector dimension.') + self._create_collection(collection_name=collection_name, dimension=len(items[0]['vector'])) - log.info( - f"Inserting {len(items)} items into collection {self.collection_prefix}_{collection_name}." - ) + log.info(f'Inserting {len(items)} items into collection {self.collection_prefix}_{collection_name}.') return self.client.insert( - collection_name=f"{self.collection_prefix}_{collection_name}", + collection_name=f'{self.collection_prefix}_{collection_name}', data=[ { - "id": item["id"], - "vector": item["vector"], - "data": {"text": item["text"]}, - "metadata": process_metadata(item["metadata"]), + 'id': item['id'], + 'vector': item['vector'], + 'data': {'text': item['text']}, + 'metadata': process_metadata(item['metadata']), } for item in items ], @@ -301,35 +287,27 @@ class MilvusClient(VectorDBBase): def upsert(self, collection_name: str, items: list[VectorItem]): # Update the items in the collection, if the items are not present, insert them. If the collection does not exist, it will be created. - collection_name = collection_name.replace("-", "_") - if not self.client.has_collection( - collection_name=f"{self.collection_prefix}_{collection_name}" - ): - log.info( - f"Collection {self.collection_prefix}_{collection_name} does not exist for upsert. Creating now." - ) + collection_name = collection_name.replace('-', '_') + if not self.client.has_collection(collection_name=f'{self.collection_prefix}_{collection_name}'): + log.info(f'Collection {self.collection_prefix}_{collection_name} does not exist for upsert. Creating now.') if not items: log.error( - f"Cannot create collection {self.collection_prefix}_{collection_name} for upsert without items to determine dimension." + f'Cannot create collection {self.collection_prefix}_{collection_name} for upsert without items to determine dimension.' ) raise ValueError( - "Cannot create Milvus collection for upsert without items to determine vector dimension." + 'Cannot create Milvus collection for upsert without items to determine vector dimension.' ) - self._create_collection( - collection_name=collection_name, dimension=len(items[0]["vector"]) - ) + self._create_collection(collection_name=collection_name, dimension=len(items[0]['vector'])) - log.info( - f"Upserting {len(items)} items into collection {self.collection_prefix}_{collection_name}." - ) + log.info(f'Upserting {len(items)} items into collection {self.collection_prefix}_{collection_name}.') return self.client.upsert( - collection_name=f"{self.collection_prefix}_{collection_name}", + collection_name=f'{self.collection_prefix}_{collection_name}', data=[ { - "id": item["id"], - "vector": item["vector"], - "data": {"text": item["text"]}, - "metadata": process_metadata(item["metadata"]), + 'id': item['id'], + 'vector': item['vector'], + 'data': {'text': item['text']}, + 'metadata': process_metadata(item['metadata']), } for item in items ], @@ -342,46 +320,35 @@ class MilvusClient(VectorDBBase): filter: Optional[dict] = None, ): # Delete the items from the collection based on the ids or filter. - collection_name = collection_name.replace("-", "_") + collection_name = collection_name.replace('-', '_') if not self.has_collection(collection_name): - log.warning( - f"Delete attempted on non-existent collection: {self.collection_prefix}_{collection_name}" - ) + log.warning(f'Delete attempted on non-existent collection: {self.collection_prefix}_{collection_name}') return None if ids: - log.info( - f"Deleting items by IDs from {self.collection_prefix}_{collection_name}. IDs: {ids}" - ) + log.info(f'Deleting items by IDs from {self.collection_prefix}_{collection_name}. IDs: {ids}') return self.client.delete( - collection_name=f"{self.collection_prefix}_{collection_name}", + collection_name=f'{self.collection_prefix}_{collection_name}', ids=ids, ) elif filter: - filter_string = " && ".join( - [ - f'metadata["{key}"] == {json.dumps(value)}' - for key, value in filter.items() - ] - ) + filter_string = ' && '.join([f'metadata["{key}"] == {json.dumps(value)}' for key, value in filter.items()]) log.info( - f"Deleting items by filter from {self.collection_prefix}_{collection_name}. Filter: {filter_string}" + f'Deleting items by filter from {self.collection_prefix}_{collection_name}. Filter: {filter_string}' ) return self.client.delete( - collection_name=f"{self.collection_prefix}_{collection_name}", + collection_name=f'{self.collection_prefix}_{collection_name}', filter=filter_string, ) else: log.warning( - f"Delete operation on {self.collection_prefix}_{collection_name} called without IDs or filter. No action taken." + f'Delete operation on {self.collection_prefix}_{collection_name} called without IDs or filter. No action taken.' ) return None def reset(self): # Resets the database. This will delete all collections and item entries that match the prefix. - log.warning( - f"Resetting Milvus: Deleting all collections with prefix '{self.collection_prefix}'." - ) + log.warning(f"Resetting Milvus: Deleting all collections with prefix '{self.collection_prefix}'.") collection_names = self.client.list_collections() deleted_collections = [] for collection_name_full in collection_names: @@ -389,7 +356,7 @@ class MilvusClient(VectorDBBase): try: self.client.drop_collection(collection_name=collection_name_full) deleted_collections.append(collection_name_full) - log.info(f"Deleted collection: {collection_name_full}") + log.info(f'Deleted collection: {collection_name_full}') except Exception as e: - log.error(f"Error deleting collection {collection_name_full}: {e}") - log.info(f"Milvus reset complete. Deleted collections: {deleted_collections}") + log.error(f'Error deleting collection {collection_name_full}: {e}') + log.info(f'Milvus reset complete. Deleted collections: {deleted_collections}') diff --git a/backend/open_webui/retrieval/vector/dbs/milvus_multitenancy.py b/backend/open_webui/retrieval/vector/dbs/milvus_multitenancy.py index c58189b2a3..93b4a8cbc4 100644 --- a/backend/open_webui/retrieval/vector/dbs/milvus_multitenancy.py +++ b/backend/open_webui/retrieval/vector/dbs/milvus_multitenancy.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + import logging from typing import Optional, Tuple, List, Dict, Any @@ -29,26 +33,26 @@ from pymilvus import ( log = logging.getLogger(__name__) -RESOURCE_ID_FIELD = "resource_id" +RESOURCE_ID_FIELD = 'resource_id' class MilvusClient(VectorDBBase): def __init__(self): # Milvus collection names can only contain numbers, letters, and underscores. - self.collection_prefix = MILVUS_COLLECTION_PREFIX.replace("-", "_") + self.collection_prefix = MILVUS_COLLECTION_PREFIX.replace('-', '_') connections.connect( - alias="default", + alias='default', uri=MILVUS_URI, token=MILVUS_TOKEN, db_name=MILVUS_DB, ) # Main collection types for multi-tenancy - self.MEMORY_COLLECTION = f"{self.collection_prefix}_memories" - self.KNOWLEDGE_COLLECTION = f"{self.collection_prefix}_knowledge" - self.FILE_COLLECTION = f"{self.collection_prefix}_files" - self.WEB_SEARCH_COLLECTION = f"{self.collection_prefix}_web_search" - self.HASH_BASED_COLLECTION = f"{self.collection_prefix}_hash_based" + self.MEMORY_COLLECTION = f'{self.collection_prefix}_memories' + self.KNOWLEDGE_COLLECTION = f'{self.collection_prefix}_knowledge' + self.FILE_COLLECTION = f'{self.collection_prefix}_files' + self.WEB_SEARCH_COLLECTION = f'{self.collection_prefix}_web_search' + self.HASH_BASED_COLLECTION = f'{self.collection_prefix}_hash_based' self.shared_collections = [ self.MEMORY_COLLECTION, self.KNOWLEDGE_COLLECTION, @@ -70,15 +74,13 @@ class MilvusClient(VectorDBBase): """ resource_id = collection_name - if collection_name.startswith("user-memory-"): + if collection_name.startswith('user-memory-'): return self.MEMORY_COLLECTION, resource_id - elif collection_name.startswith("file-"): + elif collection_name.startswith('file-'): return self.FILE_COLLECTION, resource_id - elif collection_name.startswith("web-search-"): + elif collection_name.startswith('web-search-'): return self.WEB_SEARCH_COLLECTION, resource_id - elif len(collection_name) == 63 and all( - c in "0123456789abcdef" for c in collection_name - ): + elif len(collection_name) == 63 and all(c in '0123456789abcdef' for c in collection_name): return self.HASH_BASED_COLLECTION, resource_id else: return self.KNOWLEDGE_COLLECTION, resource_id @@ -86,36 +88,36 @@ class MilvusClient(VectorDBBase): def _create_shared_collection(self, mt_collection_name: str, dimension: int): fields = [ FieldSchema( - name="id", + name='id', dtype=DataType.VARCHAR, is_primary=True, auto_id=False, max_length=36, ), - FieldSchema(name="vector", dtype=DataType.FLOAT_VECTOR, dim=dimension), - FieldSchema(name="text", dtype=DataType.VARCHAR, max_length=65535), - FieldSchema(name="metadata", dtype=DataType.JSON), + FieldSchema(name='vector', dtype=DataType.FLOAT_VECTOR, dim=dimension), + FieldSchema(name='text', dtype=DataType.VARCHAR, max_length=65535), + FieldSchema(name='metadata', dtype=DataType.JSON), FieldSchema(name=RESOURCE_ID_FIELD, dtype=DataType.VARCHAR, max_length=255), ] - schema = CollectionSchema(fields, "Shared collection for multi-tenancy") + schema = CollectionSchema(fields, 'Shared collection for multi-tenancy') collection = Collection(mt_collection_name, schema) index_params = { - "metric_type": MILVUS_METRIC_TYPE, - "index_type": MILVUS_INDEX_TYPE, - "params": {}, + 'metric_type': MILVUS_METRIC_TYPE, + 'index_type': MILVUS_INDEX_TYPE, + 'params': {}, } - if MILVUS_INDEX_TYPE == "HNSW": - index_params["params"] = { - "M": MILVUS_HNSW_M, - "efConstruction": MILVUS_HNSW_EFCONSTRUCTION, + if MILVUS_INDEX_TYPE == 'HNSW': + index_params['params'] = { + 'M': MILVUS_HNSW_M, + 'efConstruction': MILVUS_HNSW_EFCONSTRUCTION, } - elif MILVUS_INDEX_TYPE == "IVF_FLAT": - index_params["params"] = {"nlist": MILVUS_IVF_FLAT_NLIST} + elif MILVUS_INDEX_TYPE == 'IVF_FLAT': + index_params['params'] = {'nlist': MILVUS_IVF_FLAT_NLIST} - collection.create_index("vector", index_params) + collection.create_index('vector', index_params) collection.create_index(RESOURCE_ID_FIELD) - log.info(f"Created shared collection: {mt_collection_name}") + log.info(f'Created shared collection: {mt_collection_name}') return collection def _ensure_collection(self, mt_collection_name: str, dimension: int): @@ -123,9 +125,7 @@ class MilvusClient(VectorDBBase): self._create_shared_collection(mt_collection_name, dimension) def has_collection(self, collection_name: str) -> bool: - mt_collection, resource_id = self._get_collection_and_resource_id( - collection_name - ) + mt_collection, resource_id = self._get_collection_and_resource_id(collection_name) if not utility.has_collection(mt_collection): return False @@ -137,19 +137,17 @@ class MilvusClient(VectorDBBase): def upsert(self, collection_name: str, items: List[VectorItem]): if not items: return - mt_collection, resource_id = self._get_collection_and_resource_id( - collection_name - ) - dimension = len(items[0]["vector"]) + mt_collection, resource_id = self._get_collection_and_resource_id(collection_name) + dimension = len(items[0]['vector']) self._ensure_collection(mt_collection, dimension) collection = Collection(mt_collection) entities = [ { - "id": item["id"], - "vector": item["vector"], - "text": item["text"], - "metadata": item["metadata"], + 'id': item['id'], + 'vector': item['vector'], + 'text': item['text'], + 'metadata': item['metadata'], RESOURCE_ID_FIELD: resource_id, } for item in items @@ -166,41 +164,37 @@ class MilvusClient(VectorDBBase): if not vectors: return None - mt_collection, resource_id = self._get_collection_and_resource_id( - collection_name - ) + mt_collection, resource_id = self._get_collection_and_resource_id(collection_name) if not utility.has_collection(mt_collection): return None collection = Collection(mt_collection) collection.load() - search_params = {"metric_type": MILVUS_METRIC_TYPE, "params": {}} + search_params = {'metric_type': MILVUS_METRIC_TYPE, 'params': {}} results = collection.search( data=vectors, - anns_field="vector", + anns_field='vector', param=search_params, limit=limit, expr=f"{RESOURCE_ID_FIELD} == '{resource_id}'", - output_fields=["id", "text", "metadata"], + output_fields=['id', 'text', 'metadata'], ) ids, documents, metadatas, distances = [], [], [], [] for hits in results: batch_ids, batch_docs, batch_metadatas, batch_dists = [], [], [], [] for hit in hits: - batch_ids.append(hit.entity.get("id")) - batch_docs.append(hit.entity.get("text")) - batch_metadatas.append(hit.entity.get("metadata")) + batch_ids.append(hit.entity.get('id')) + batch_docs.append(hit.entity.get('text')) + batch_metadatas.append(hit.entity.get('metadata')) batch_dists.append(hit.distance) ids.append(batch_ids) documents.append(batch_docs) metadatas.append(batch_metadatas) distances.append(batch_dists) - return SearchResult( - ids=ids, documents=documents, metadatas=metadatas, distances=distances - ) + return SearchResult(ids=ids, documents=documents, metadatas=metadatas, distances=distances) def delete( self, @@ -208,9 +202,7 @@ class MilvusClient(VectorDBBase): ids: Optional[List[str]] = None, filter: Optional[Dict[str, Any]] = None, ): - mt_collection, resource_id = self._get_collection_and_resource_id( - collection_name - ) + mt_collection, resource_id = self._get_collection_and_resource_id(collection_name) if not utility.has_collection(mt_collection): return @@ -220,14 +212,14 @@ class MilvusClient(VectorDBBase): expr = [f"{RESOURCE_ID_FIELD} == '{resource_id}'"] if ids: # Milvus expects a string list for 'in' operator - id_list_str = ", ".join([f"'{id_val}'" for id_val in ids]) - expr.append(f"id in [{id_list_str}]") + id_list_str = ', '.join([f"'{id_val}'" for id_val in ids]) + expr.append(f'id in [{id_list_str}]') if filter: for key, value in filter.items(): expr.append(f"metadata['{key}'] == '{value}'") - collection.delete(" and ".join(expr)) + collection.delete(' and '.join(expr)) def reset(self): for collection_name in self.shared_collections: @@ -235,21 +227,15 @@ class MilvusClient(VectorDBBase): utility.drop_collection(collection_name) def delete_collection(self, collection_name: str): - mt_collection, resource_id = self._get_collection_and_resource_id( - collection_name - ) + mt_collection, resource_id = self._get_collection_and_resource_id(collection_name) if not utility.has_collection(mt_collection): return collection = Collection(mt_collection) collection.delete(f"{RESOURCE_ID_FIELD} == '{resource_id}'") - def query( - self, collection_name: str, filter: Dict[str, Any], limit: Optional[int] = None - ) -> Optional[GetResult]: - mt_collection, resource_id = self._get_collection_and_resource_id( - collection_name - ) + def query(self, collection_name: str, filter: Dict[str, Any], limit: Optional[int] = None) -> Optional[GetResult]: + mt_collection, resource_id = self._get_collection_and_resource_id(collection_name) if not utility.has_collection(mt_collection): return None @@ -265,8 +251,8 @@ class MilvusClient(VectorDBBase): expr.append(f"metadata['{key}'] == {value}") iterator = collection.query_iterator( - expr=" and ".join(expr), - output_fields=["id", "text", "metadata"], + expr=' and '.join(expr), + output_fields=['id', 'text', 'metadata'], limit=limit if limit else -1, ) @@ -278,9 +264,9 @@ class MilvusClient(VectorDBBase): break all_results.extend(batch) - ids = [res["id"] for res in all_results] - documents = [res["text"] for res in all_results] - metadatas = [res["metadata"] for res in all_results] + ids = [res['id'] for res in all_results] + documents = [res['text'] for res in all_results] + metadatas = [res['metadata'] for res in all_results] return GetResult(ids=[ids], documents=[documents], metadatas=[metadatas]) diff --git a/backend/open_webui/retrieval/vector/dbs/opengauss.py b/backend/open_webui/retrieval/vector/dbs/opengauss.py index 7d4f9ea092..ac97cf01fa 100644 --- a/backend/open_webui/retrieval/vector/dbs/opengauss.py +++ b/backend/open_webui/retrieval/vector/dbs/opengauss.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + from typing import Optional, List, Dict, Any import logging import re @@ -32,17 +36,15 @@ from sqlalchemy.dialects import registry class OpenGaussDialect(PGDialect_psycopg2): - name = "opengauss" + name = 'opengauss' def _get_server_version_info(self, connection): try: - version = connection.exec_driver_sql("SELECT version()").scalar() + version = connection.exec_driver_sql('SELECT version()').scalar() if not version: return (9, 0, 0) - match = re.search( - r"openGauss\s+(\d+)\.(\d+)\.(\d+)(?:-\w+)?", version, re.IGNORECASE - ) + match = re.search(r'openGauss\s+(\d+)\.(\d+)\.(\d+)(?:-\w+)?', version, re.IGNORECASE) if match: return (int(match.group(1)), int(match.group(2)), int(match.group(3))) @@ -52,7 +54,7 @@ class OpenGaussDialect(PGDialect_psycopg2): # Register dialect -registry.register("opengauss", __name__, "OpenGaussDialect") +registry.register('opengauss', __name__, 'OpenGaussDialect') from open_webui.retrieval.vector.utils import process_metadata from open_webui.retrieval.vector.main import ( @@ -76,11 +78,11 @@ VECTOR_LENGTH = OPENGAUSS_INITIALIZE_MAX_VECTOR_LENGTH Base = declarative_base() log = logging.getLogger(__name__) -log.setLevel(SRC_LOG_LEVELS["RAG"]) +log.setLevel(SRC_LOG_LEVELS['RAG']) class DocumentChunk(Base): - __tablename__ = "document_chunk" + __tablename__ = 'document_chunk' id = Column(Text, primary_key=True) vector = Column(Vector(dim=VECTOR_LENGTH), nullable=True) @@ -96,26 +98,24 @@ class OpenGaussClient(VectorDBBase): self.session = ScopedSession else: - engine_kwargs = {"pool_pre_ping": True, "dialect": OpenGaussDialect()} + engine_kwargs = {'pool_pre_ping': True, 'dialect': OpenGaussDialect()} if isinstance(OPENGAUSS_POOL_SIZE, int) and OPENGAUSS_POOL_SIZE > 0: engine_kwargs.update( { - "pool_size": OPENGAUSS_POOL_SIZE, - "max_overflow": OPENGAUSS_POOL_MAX_OVERFLOW, - "pool_timeout": OPENGAUSS_POOL_TIMEOUT, - "pool_recycle": OPENGAUSS_POOL_RECYCLE, - "poolclass": QueuePool, + 'pool_size': OPENGAUSS_POOL_SIZE, + 'max_overflow': OPENGAUSS_POOL_MAX_OVERFLOW, + 'pool_timeout': OPENGAUSS_POOL_TIMEOUT, + 'pool_recycle': OPENGAUSS_POOL_RECYCLE, + 'poolclass': QueuePool, } ) else: - engine_kwargs["poolclass"] = NullPool + engine_kwargs['poolclass'] = NullPool engine = create_engine(OPENGAUSS_DB_URL, **engine_kwargs) - SessionLocal = sessionmaker( - autocommit=False, autoflush=False, bind=engine, expire_on_commit=False - ) + SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine, expire_on_commit=False) self.session = scoped_session(SessionLocal) try: @@ -124,47 +124,42 @@ class OpenGaussClient(VectorDBBase): self.session.execute( text( - "CREATE INDEX IF NOT EXISTS idx_document_chunk_vector " - "ON document_chunk USING ivfflat (vector vector_cosine_ops) WITH (lists = 100);" + 'CREATE INDEX IF NOT EXISTS idx_document_chunk_vector ' + 'ON document_chunk USING ivfflat (vector vector_cosine_ops) WITH (lists = 100);' ) ) self.session.execute( text( - "CREATE INDEX IF NOT EXISTS idx_document_chunk_collection_name " - "ON document_chunk (collection_name);" + 'CREATE INDEX IF NOT EXISTS idx_document_chunk_collection_name ON document_chunk (collection_name);' ) ) self.session.commit() - log.info("OpenGauss vector database initialization completed.") + log.info('OpenGauss vector database initialization completed.') except Exception as e: self.session.rollback() - log.exception(f"OpenGauss Initialization failed.: {e}") + log.exception(f'OpenGauss Initialization failed.: {e}') raise def check_vector_length(self) -> None: metadata = MetaData() try: - document_chunk_table = Table( - "document_chunk", metadata, autoload_with=self.session.bind - ) + document_chunk_table = Table('document_chunk', metadata, autoload_with=self.session.bind) except NoSuchTableError: return - if "vector" in document_chunk_table.columns: - vector_column = document_chunk_table.columns["vector"] + if 'vector' in document_chunk_table.columns: + vector_column = document_chunk_table.columns['vector'] vector_type = vector_column.type if isinstance(vector_type, Vector): db_vector_length = vector_type.dim if db_vector_length != VECTOR_LENGTH: raise Exception( - f"Vector dimension mismatch: configured {VECTOR_LENGTH} vs. {db_vector_length} in the database." + f'Vector dimension mismatch: configured {VECTOR_LENGTH} vs. {db_vector_length} in the database.' ) else: raise Exception("The 'vector' column type is not Vector.") else: - raise Exception( - "The 'vector' column does not exist in the 'document_chunk' table." - ) + raise Exception("The 'vector' column does not exist in the 'document_chunk' table.") def adjust_vector_length(self, vector: List[float]) -> List[float]: current_length = len(vector) @@ -178,55 +173,47 @@ class OpenGaussClient(VectorDBBase): try: new_items = [] for item in items: - vector = self.adjust_vector_length(item["vector"]) + vector = self.adjust_vector_length(item['vector']) new_chunk = DocumentChunk( - id=item["id"], + id=item['id'], vector=vector, collection_name=collection_name, - text=item["text"], - vmetadata=process_metadata(item["metadata"]), + text=item['text'], + vmetadata=process_metadata(item['metadata']), ) new_items.append(new_chunk) self.session.bulk_save_objects(new_items) self.session.commit() - log.info( - f"Inserting {len(new_items)} items into collection '{collection_name}'." - ) + log.info(f"Inserting {len(new_items)} items into collection '{collection_name}'.") except Exception as e: self.session.rollback() - log.exception(f"Failed to insert data: {e}") + log.exception(f'Failed to insert data: {e}') raise def upsert(self, collection_name: str, items: List[VectorItem]) -> None: try: for item in items: - vector = self.adjust_vector_length(item["vector"]) - existing = ( - self.session.query(DocumentChunk) - .filter(DocumentChunk.id == item["id"]) - .first() - ) + vector = self.adjust_vector_length(item['vector']) + existing = self.session.query(DocumentChunk).filter(DocumentChunk.id == item['id']).first() if existing: existing.vector = vector - existing.text = item["text"] - existing.vmetadata = process_metadata(item["metadata"]) + existing.text = item['text'] + existing.vmetadata = process_metadata(item['metadata']) existing.collection_name = collection_name else: new_chunk = DocumentChunk( - id=item["id"], + id=item['id'], vector=vector, collection_name=collection_name, - text=item["text"], - vmetadata=process_metadata(item["metadata"]), + text=item['text'], + vmetadata=process_metadata(item['metadata']), ) self.session.add(new_chunk) self.session.commit() - log.info( - f"Inserting/updating {len(items)} items in collection '{collection_name}'." - ) + log.info(f"Inserting/updating {len(items)} items in collection '{collection_name}'.") except Exception as e: self.session.rollback() - log.exception(f"Failed to insert or update data.: {e}") + log.exception(f'Failed to insert or update data.: {e}') raise def search( @@ -246,35 +233,29 @@ class OpenGaussClient(VectorDBBase): def vector_expr(vector): return cast(array(vector), Vector(VECTOR_LENGTH)) - qid_col = column("qid", Integer) - q_vector_col = column("q_vector", Vector(VECTOR_LENGTH)) + qid_col = column('qid', Integer) + q_vector_col = column('q_vector', Vector(VECTOR_LENGTH)) query_vectors = ( values(qid_col, q_vector_col) - .data( - [(idx, vector_expr(vector)) for idx, vector in enumerate(vectors)] - ) - .alias("query_vectors") + .data([(idx, vector_expr(vector)) for idx, vector in enumerate(vectors)]) + .alias('query_vectors') ) result_fields = [ DocumentChunk.id, DocumentChunk.text, DocumentChunk.vmetadata, - (DocumentChunk.vector.cosine_distance(query_vectors.c.q_vector)).label( - "distance" - ), + (DocumentChunk.vector.cosine_distance(query_vectors.c.q_vector)).label('distance'), ] subq = ( select(*result_fields) .where(DocumentChunk.collection_name == collection_name) - .order_by( - DocumentChunk.vector.cosine_distance(query_vectors.c.q_vector) - ) + .order_by(DocumentChunk.vector.cosine_distance(query_vectors.c.q_vector)) ) if limit is not None: subq = subq.limit(limit) - subq = subq.lateral("result") + subq = subq.lateral('result') stmt = ( select( @@ -305,21 +286,15 @@ class OpenGaussClient(VectorDBBase): metadatas[qid].append(row.vmetadata) self.session.rollback() - return SearchResult( - ids=ids, distances=distances, documents=documents, metadatas=metadatas - ) + return SearchResult(ids=ids, distances=distances, documents=documents, metadatas=metadatas) except Exception as e: self.session.rollback() - log.exception(f"Vector search failed: {e}") + log.exception(f'Vector search failed: {e}') return None - def query( - self, collection_name: str, filter: Dict[str, Any], limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: Dict[str, Any], limit: Optional[int] = None) -> Optional[GetResult]: try: - query = self.session.query(DocumentChunk).filter( - DocumentChunk.collection_name == collection_name - ) + query = self.session.query(DocumentChunk).filter(DocumentChunk.collection_name == collection_name) for key, value in filter.items(): query = query.filter(DocumentChunk.vmetadata[key].astext == str(value)) @@ -340,16 +315,12 @@ class OpenGaussClient(VectorDBBase): return GetResult(ids=ids, documents=documents, metadatas=metadatas) except Exception as e: self.session.rollback() - log.exception(f"Conditional query failed: {e}") + log.exception(f'Conditional query failed: {e}') return None - def get( - self, collection_name: str, limit: Optional[int] = None - ) -> Optional[GetResult]: + def get(self, collection_name: str, limit: Optional[int] = None) -> Optional[GetResult]: try: - query = self.session.query(DocumentChunk).filter( - DocumentChunk.collection_name == collection_name - ) + query = self.session.query(DocumentChunk).filter(DocumentChunk.collection_name == collection_name) if limit is not None: query = query.limit(limit) @@ -366,7 +337,7 @@ class OpenGaussClient(VectorDBBase): return GetResult(ids=ids, documents=documents, metadatas=metadatas) except Exception as e: self.session.rollback() - log.exception(f"Failed to retrieve data: {e}") + log.exception(f'Failed to retrieve data: {e}') return None def delete( @@ -376,32 +347,28 @@ class OpenGaussClient(VectorDBBase): filter: Optional[Dict[str, Any]] = None, ) -> None: try: - query = self.session.query(DocumentChunk).filter( - DocumentChunk.collection_name == collection_name - ) + query = self.session.query(DocumentChunk).filter(DocumentChunk.collection_name == collection_name) if ids: query = query.filter(DocumentChunk.id.in_(ids)) if filter: for key, value in filter.items(): - query = query.filter( - DocumentChunk.vmetadata[key].astext == str(value) - ) + query = query.filter(DocumentChunk.vmetadata[key].astext == str(value)) deleted = query.delete(synchronize_session=False) self.session.commit() log.info(f"Deleted {deleted} items from collection '{collection_name}'") except Exception as e: self.session.rollback() - log.exception(f"Failed to delete data: {e}") + log.exception(f'Failed to delete data: {e}') raise def reset(self) -> None: try: deleted = self.session.query(DocumentChunk).delete() self.session.commit() - log.info(f"Reset completed. Deleted {deleted} items") + log.info(f'Reset completed. Deleted {deleted} items') except Exception as e: self.session.rollback() - log.exception(f"Reset failed: {e}") + log.exception(f'Reset failed: {e}') raise def close(self) -> None: @@ -410,16 +377,14 @@ class OpenGaussClient(VectorDBBase): def has_collection(self, collection_name: str) -> bool: try: exists = ( - self.session.query(DocumentChunk) - .filter(DocumentChunk.collection_name == collection_name) - .first() + self.session.query(DocumentChunk).filter(DocumentChunk.collection_name == collection_name).first() is not None ) self.session.rollback() return exists except Exception as e: self.session.rollback() - log.exception(f"Failed to check collection existence: {e}") + log.exception(f'Failed to check collection existence: {e}') return False def delete_collection(self, collection_name: str) -> None: diff --git a/backend/open_webui/retrieval/vector/dbs/opensearch.py b/backend/open_webui/retrieval/vector/dbs/opensearch.py index ed5a931c68..a08dca7865 100644 --- a/backend/open_webui/retrieval/vector/dbs/opensearch.py +++ b/backend/open_webui/retrieval/vector/dbs/opensearch.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + from opensearchpy import OpenSearch from opensearchpy.helpers import bulk from typing import Optional @@ -20,7 +24,7 @@ from open_webui.config import ( class OpenSearchClient(VectorDBBase): def __init__(self): - self.index_prefix = "open_webui" + self.index_prefix = 'open_webui' self.client = OpenSearch( hosts=[OPENSEARCH_URI], use_ssl=OPENSEARCH_SSL, @@ -29,25 +33,25 @@ class OpenSearchClient(VectorDBBase): ) def _get_index_name(self, collection_name: str) -> str: - return f"{self.index_prefix}_{collection_name}" + return f'{self.index_prefix}_{collection_name}' def _result_to_get_result(self, result) -> GetResult: - if not result["hits"]["hits"]: + if not result['hits']['hits']: return None ids = [] documents = [] metadatas = [] - for hit in result["hits"]["hits"]: - ids.append(hit["_id"]) - documents.append(hit["_source"].get("text")) - metadatas.append(hit["_source"].get("metadata")) + for hit in result['hits']['hits']: + ids.append(hit['_id']) + documents.append(hit['_source'].get('text')) + metadatas.append(hit['_source'].get('metadata')) return GetResult(ids=[ids], documents=[documents], metadatas=[metadatas]) def _result_to_search_result(self, result) -> SearchResult: - if not result["hits"]["hits"]: + if not result['hits']['hits']: return None ids = [] @@ -55,11 +59,11 @@ class OpenSearchClient(VectorDBBase): documents = [] metadatas = [] - for hit in result["hits"]["hits"]: - ids.append(hit["_id"]) - distances.append(hit["_score"]) - documents.append(hit["_source"].get("text")) - metadatas.append(hit["_source"].get("metadata")) + for hit in result['hits']['hits']: + ids.append(hit['_id']) + distances.append(hit['_score']) + documents.append(hit['_source'].get('text')) + metadatas.append(hit['_source'].get('metadata')) return SearchResult( ids=[ids], @@ -70,33 +74,31 @@ class OpenSearchClient(VectorDBBase): def _create_index(self, collection_name: str, dimension: int): body = { - "settings": {"index": {"knn": True}}, - "mappings": { - "properties": { - "id": {"type": "keyword"}, - "vector": { - "type": "knn_vector", - "dimension": dimension, # Adjust based on your vector dimensions - "index": True, - "similarity": "faiss", - "method": { - "name": "hnsw", - "space_type": "innerproduct", # Use inner product to approximate cosine similarity - "engine": "faiss", - "parameters": { - "ef_construction": 128, - "m": 16, + 'settings': {'index': {'knn': True}}, + 'mappings': { + 'properties': { + 'id': {'type': 'keyword'}, + 'vector': { + 'type': 'knn_vector', + 'dimension': dimension, # Adjust based on your vector dimensions + 'index': True, + 'similarity': 'faiss', + 'method': { + 'name': 'hnsw', + 'space_type': 'innerproduct', # Use inner product to approximate cosine similarity + 'engine': 'faiss', + 'parameters': { + 'ef_construction': 128, + 'm': 16, }, }, }, - "text": {"type": "text"}, - "metadata": {"type": "object"}, + 'text': {'type': 'text'}, + 'metadata': {'type': 'object'}, } }, } - self.client.indices.create( - index=self._get_index_name(collection_name), body=body - ) + self.client.indices.create(index=self._get_index_name(collection_name), body=body) def _create_batches(self, items: list[VectorItem], batch_size=100): for i in range(0, len(items), batch_size): @@ -124,46 +126,40 @@ class OpenSearchClient(VectorDBBase): return None query = { - "size": limit, - "_source": ["text", "metadata"], - "query": { - "script_score": { - "query": {"match_all": {}}, - "script": { - "source": "(cosineSimilarity(params.query_value, doc[params.field]) + 1.0) / 2.0", - "params": { - "field": "vector", - "query_value": vectors[0], + 'size': limit, + '_source': ['text', 'metadata'], + 'query': { + 'script_score': { + 'query': {'match_all': {}}, + 'script': { + 'source': '(cosineSimilarity(params.query_value, doc[params.field]) + 1.0) / 2.0', + 'params': { + 'field': 'vector', + 'query_value': vectors[0], }, # Assuming single query vector }, } }, } - result = self.client.search( - index=self._get_index_name(collection_name), body=query - ) + result = self.client.search(index=self._get_index_name(collection_name), body=query) return self._result_to_search_result(result) except Exception as e: return None - def query( - self, collection_name: str, filter: dict, limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: dict, limit: Optional[int] = None) -> Optional[GetResult]: if not self.has_collection(collection_name): return None query_body = { - "query": {"bool": {"filter": []}}, - "_source": ["text", "metadata"], + 'query': {'bool': {'filter': []}}, + '_source': ['text', 'metadata'], } for field, value in filter.items(): - query_body["query"]["bool"]["filter"].append( - {"term": {"metadata." + str(field) + ".keyword": value}} - ) + query_body['query']['bool']['filter'].append({'term': {'metadata.' + str(field) + '.keyword': value}}) size = limit if limit else 10000 @@ -184,28 +180,24 @@ class OpenSearchClient(VectorDBBase): self._create_index(collection_name, dimension) def get(self, collection_name: str) -> Optional[GetResult]: - query = {"query": {"match_all": {}}, "_source": ["text", "metadata"]} + query = {'query': {'match_all': {}}, '_source': ['text', 'metadata']} - result = self.client.search( - index=self._get_index_name(collection_name), body=query - ) + result = self.client.search(index=self._get_index_name(collection_name), body=query) return self._result_to_get_result(result) def insert(self, collection_name: str, items: list[VectorItem]): - self._create_index_if_not_exists( - collection_name=collection_name, dimension=len(items[0]["vector"]) - ) + self._create_index_if_not_exists(collection_name=collection_name, dimension=len(items[0]['vector'])) for batch in self._create_batches(items): actions = [ { - "_op_type": "index", - "_index": self._get_index_name(collection_name), - "_id": item["id"], - "_source": { - "vector": item["vector"], - "text": item["text"], - "metadata": process_metadata(item["metadata"]), + '_op_type': 'index', + '_index': self._get_index_name(collection_name), + '_id': item['id'], + '_source': { + 'vector': item['vector'], + 'text': item['text'], + 'metadata': process_metadata(item['metadata']), }, } for item in batch @@ -214,22 +206,20 @@ class OpenSearchClient(VectorDBBase): self.client.indices.refresh(index=self._get_index_name(collection_name)) def upsert(self, collection_name: str, items: list[VectorItem]): - self._create_index_if_not_exists( - collection_name=collection_name, dimension=len(items[0]["vector"]) - ) + self._create_index_if_not_exists(collection_name=collection_name, dimension=len(items[0]['vector'])) for batch in self._create_batches(items): actions = [ { - "_op_type": "update", - "_index": self._get_index_name(collection_name), - "_id": item["id"], - "doc": { - "vector": item["vector"], - "text": item["text"], - "metadata": process_metadata(item["metadata"]), + '_op_type': 'update', + '_index': self._get_index_name(collection_name), + '_id': item['id'], + 'doc': { + 'vector': item['vector'], + 'text': item['text'], + 'metadata': process_metadata(item['metadata']), }, - "doc_as_upsert": True, + 'doc_as_upsert': True, } for item in batch ] @@ -245,27 +235,23 @@ class OpenSearchClient(VectorDBBase): if ids: actions = [ { - "_op_type": "delete", - "_index": self._get_index_name(collection_name), - "_id": id, + '_op_type': 'delete', + '_index': self._get_index_name(collection_name), + '_id': id, } for id in ids ] bulk(self.client, actions) elif filter: query_body = { - "query": {"bool": {"filter": []}}, + 'query': {'bool': {'filter': []}}, } for field, value in filter.items(): - query_body["query"]["bool"]["filter"].append( - {"term": {"metadata." + str(field) + ".keyword": value}} - ) - self.client.delete_by_query( - index=self._get_index_name(collection_name), body=query_body - ) + query_body['query']['bool']['filter'].append({'term': {'metadata.' + str(field) + '.keyword': value}}) + self.client.delete_by_query(index=self._get_index_name(collection_name), body=query_body) self.client.indices.refresh(index=self._get_index_name(collection_name)) def reset(self): - indices = self.client.indices.get(index=f"{self.index_prefix}_*") + indices = self.client.indices.get(index=f'{self.index_prefix}_*') for index in indices: self.client.indices.delete(index=index) diff --git a/backend/open_webui/retrieval/vector/dbs/oracle23ai.py b/backend/open_webui/retrieval/vector/dbs/oracle23ai.py index f4258c9eff..9a5bd638d9 100644 --- a/backend/open_webui/retrieval/vector/dbs/oracle23ai.py +++ b/backend/open_webui/retrieval/vector/dbs/oracle23ai.py @@ -1,4 +1,6 @@ """ +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. + Oracle 23ai Vector Database Client - Fixed Version # .env @@ -92,15 +94,15 @@ class Oracle23aiClient(VectorDBBase): self._create_dbcs_pool() dsn = ORACLE_DB_DSN - log.info(f"Creating Connection Pool [{ORACLE_DB_USER}:**@{dsn}]") + log.info(f'Creating Connection Pool [{ORACLE_DB_USER}:**@{dsn}]') with self.get_connection() as connection: - log.info(f"Connection version: {connection.version}") + log.info(f'Connection version: {connection.version}') self._initialize_database(connection) - log.info("Oracle Vector Search initialization complete.") + log.info('Oracle Vector Search initialization complete.') except Exception as e: - log.exception(f"Error during Oracle Vector Search initialization: {e}") + log.exception(f'Error during Oracle Vector Search initialization: {e}') raise def _create_adb_pool(self) -> None: @@ -120,7 +122,7 @@ class Oracle23aiClient(VectorDBBase): wallet_location=ORACLE_WALLET_DIR, wallet_password=ORACLE_WALLET_PASSWORD, ) - log.info("Created ADB connection pool with wallet authentication.") + log.info('Created ADB connection pool with wallet authentication.') def _create_dbcs_pool(self) -> None: """ @@ -136,7 +138,7 @@ class Oracle23aiClient(VectorDBBase): max=ORACLE_DB_POOL_MAX, increment=ORACLE_DB_POOL_INCREMENT, ) - log.info("Created DB connection pool with basic authentication.") + log.info('Created DB connection pool with basic authentication.') def get_connection(self): """ @@ -153,13 +155,11 @@ class Oracle23aiClient(VectorDBBase): return connection except oracledb.DatabaseError as e: (error_obj,) = e.args - log.exception( - f"Connection attempt {attempt + 1} failed: {error_obj.message}" - ) + log.exception(f'Connection attempt {attempt + 1} failed: {error_obj.message}') if attempt < max_retries - 1: wait_time = 2**attempt - log.info(f"Retrying in {wait_time} seconds...") + log.info(f'Retrying in {wait_time} seconds...') time.sleep(wait_time) else: raise @@ -175,30 +175,30 @@ class Oracle23aiClient(VectorDBBase): def _monitor(): while True: try: - log.info("[HealthCheck] Running periodic DB health check...") + log.info('[HealthCheck] Running periodic DB health check...') self.ensure_connection() - log.info("[HealthCheck] Connection is healthy.") + log.info('[HealthCheck] Connection is healthy.') except Exception as e: - log.exception(f"[HealthCheck] Connection health check failed: {e}") + log.exception(f'[HealthCheck] Connection health check failed: {e}') time.sleep(interval_seconds) thread = threading.Thread(target=_monitor, daemon=True) thread.start() - log.info(f"Started DB health monitor every {interval_seconds} seconds.") + log.info(f'Started DB health monitor every {interval_seconds} seconds.') def _reconnect_pool(self): """ Attempt to reinitialize the connection pool if it's been closed or broken. """ try: - log.info("Attempting to reinitialize the Oracle connection pool...") + log.info('Attempting to reinitialize the Oracle connection pool...') # Close existing pool if it exists if self.pool: try: self.pool.close() except Exception as close_error: - log.warning(f"Error closing existing pool: {close_error}") + log.warning(f'Error closing existing pool: {close_error}') # Re-create the appropriate connection pool based on DB type if ORACLE_DB_USE_WALLET: @@ -206,9 +206,9 @@ class Oracle23aiClient(VectorDBBase): else: # DBCS self._create_dbcs_pool() - log.info("Connection pool reinitialized.") + log.info('Connection pool reinitialized.') except Exception as e: - log.exception(f"Failed to reinitialize the connection pool: {e}") + log.exception(f'Failed to reinitialize the connection pool: {e}') raise def ensure_connection(self): @@ -218,11 +218,9 @@ class Oracle23aiClient(VectorDBBase): try: with self.get_connection() as connection: with connection.cursor() as cursor: - cursor.execute("SELECT 1 FROM dual") + cursor.execute('SELECT 1 FROM dual') except Exception as e: - log.exception( - f"Connection check failed: {e}, attempting to reconnect pool..." - ) + log.exception(f'Connection check failed: {e}, attempting to reconnect pool...') self._reconnect_pool() def _output_type_handler(self, cursor, metadata): @@ -237,9 +235,7 @@ class Oracle23aiClient(VectorDBBase): A variable with appropriate conversion for vector types """ if metadata.type_code is oracledb.DB_TYPE_VECTOR: - return cursor.var( - metadata.type_code, arraysize=cursor.arraysize, outconverter=list - ) + return cursor.var(metadata.type_code, arraysize=cursor.arraysize, outconverter=list) def _initialize_database(self, connection) -> None: """ @@ -255,8 +251,9 @@ class Oracle23aiClient(VectorDBBase): """ with connection.cursor() as cursor: try: - log.info("Creating Table document_chunk") - cursor.execute(""" + log.info('Creating Table document_chunk') + cursor.execute( + """ BEGIN EXECUTE IMMEDIATE ' CREATE TABLE IF NOT EXISTS document_chunk ( @@ -273,10 +270,12 @@ class Oracle23aiClient(VectorDBBase): RAISE; END IF; END; - """) + """ + ) - log.info("Creating Index document_chunk_collection_name_idx") - cursor.execute(""" + log.info('Creating Index document_chunk_collection_name_idx') + cursor.execute( + """ BEGIN EXECUTE IMMEDIATE ' CREATE INDEX IF NOT EXISTS document_chunk_collection_name_idx @@ -288,10 +287,12 @@ class Oracle23aiClient(VectorDBBase): RAISE; END IF; END; - """) + """ + ) - log.info("Creating VECTOR INDEX document_chunk_vector_ivf_idx") - cursor.execute(""" + log.info('Creating VECTOR INDEX document_chunk_vector_ivf_idx') + cursor.execute( + """ BEGIN EXECUTE IMMEDIATE ' CREATE VECTOR INDEX IF NOT EXISTS document_chunk_vector_ivf_idx @@ -307,14 +308,15 @@ class Oracle23aiClient(VectorDBBase): RAISE; END IF; END; - """) + """ + ) connection.commit() - log.info("Database initialization completed successfully.") + log.info('Database initialization completed successfully.') except Exception as e: connection.rollback() - log.exception(f"Error during database initialization: {e}") + log.exception(f'Error during database initialization: {e}') raise def check_vector_length(self) -> None: @@ -336,7 +338,7 @@ class Oracle23aiClient(VectorDBBase): Returns: bytes: The vector in Oracle BLOB format """ - return array.array("f", vector) + return array.array('f', vector) def adjust_vector_length(self, vector: List[float]) -> List[float]: """ @@ -365,7 +367,7 @@ class Oracle23aiClient(VectorDBBase): """ if isinstance(obj, Decimal): return float(obj) - raise TypeError(f"{obj} is not JSON serializable") + raise TypeError(f'{obj} is not JSON serializable') def _metadata_to_json(self, metadata: Dict) -> str: """ @@ -377,7 +379,7 @@ class Oracle23aiClient(VectorDBBase): Returns: str: JSON representation of metadata """ - return json.dumps(metadata, default=self._decimal_handler) if metadata else "{}" + return json.dumps(metadata, default=self._decimal_handler) if metadata else '{}' def _json_to_metadata(self, json_str: str) -> Dict: """ @@ -416,8 +418,8 @@ class Oracle23aiClient(VectorDBBase): try: with connection.cursor() as cursor: for item in items: - vector_blob = self._vector_to_blob(item["vector"]) - metadata_json = self._metadata_to_json(item["metadata"]) + vector_blob = self._vector_to_blob(item['vector']) + metadata_json = self._metadata_to_json(item['metadata']) cursor.execute( """ @@ -426,22 +428,20 @@ class Oracle23aiClient(VectorDBBase): VALUES (:id, :collection_name, :text, :metadata, :vector) """, { - "id": item["id"], - "collection_name": collection_name, - "text": item["text"], - "metadata": metadata_json, - "vector": vector_blob, + 'id': item['id'], + 'collection_name': collection_name, + 'text': item['text'], + 'metadata': metadata_json, + 'vector': vector_blob, }, ) connection.commit() - log.info( - f"Successfully inserted {len(items)} items into collection '{collection_name}'." - ) + log.info(f"Successfully inserted {len(items)} items into collection '{collection_name}'.") except Exception as e: connection.rollback() - log.exception(f"Error during insert: {e}") + log.exception(f'Error during insert: {e}') raise def upsert(self, collection_name: str, items: List[VectorItem]) -> None: @@ -472,8 +472,8 @@ class Oracle23aiClient(VectorDBBase): try: with connection.cursor() as cursor: for item in items: - vector_blob = self._vector_to_blob(item["vector"]) - metadata_json = self._metadata_to_json(item["metadata"]) + vector_blob = self._vector_to_blob(item['vector']) + metadata_json = self._metadata_to_json(item['metadata']) cursor.execute( """ @@ -491,27 +491,25 @@ class Oracle23aiClient(VectorDBBase): VALUES (:ins_id, :ins_collection_name, :ins_text, :ins_metadata, :ins_vector) """, { - "merge_id": item["id"], - "upd_collection_name": collection_name, - "upd_text": item["text"], - "upd_metadata": metadata_json, - "upd_vector": vector_blob, - "ins_id": item["id"], - "ins_collection_name": collection_name, - "ins_text": item["text"], - "ins_metadata": metadata_json, - "ins_vector": vector_blob, + 'merge_id': item['id'], + 'upd_collection_name': collection_name, + 'upd_text': item['text'], + 'upd_metadata': metadata_json, + 'upd_vector': vector_blob, + 'ins_id': item['id'], + 'ins_collection_name': collection_name, + 'ins_text': item['text'], + 'ins_metadata': metadata_json, + 'ins_vector': vector_blob, }, ) connection.commit() - log.info( - f"Successfully upserted {len(items)} items into collection '{collection_name}'." - ) + log.info(f"Successfully upserted {len(items)} items into collection '{collection_name}'.") except Exception as e: connection.rollback() - log.exception(f"Error during upsert: {e}") + log.exception(f'Error during upsert: {e}') raise def search( @@ -543,13 +541,11 @@ class Oracle23aiClient(VectorDBBase): ... for i, (id, dist) in enumerate(zip(results.ids[0], results.distances[0])): ... log.info(f"Match {i+1}: id={id}, distance={dist}") """ - log.info( - f"Searching items from collection '{collection_name}' with limit {limit}." - ) + log.info(f"Searching items from collection '{collection_name}' with limit {limit}.") try: if not vectors: - log.warning("No vectors provided for search.") + log.warning('No vectors provided for search.') return None num_queries = len(vectors) @@ -575,9 +571,9 @@ class Oracle23aiClient(VectorDBBase): FETCH APPROX FIRST :limit ROWS ONLY """, { - "query_vector": vector_blob, - "collection_name": collection_name, - "limit": limit, + 'query_vector': vector_blob, + 'collection_name': collection_name, + 'limit': limit, }, ) @@ -585,35 +581,21 @@ class Oracle23aiClient(VectorDBBase): for row in results: ids[qid].append(row[0]) - documents[qid].append( - row[1].read() - if isinstance(row[1], oracledb.LOB) - else str(row[1]) - ) + documents[qid].append(row[1].read() if isinstance(row[1], oracledb.LOB) else str(row[1])) # 🔧 FIXED: Parse JSON metadata properly - metadata_str = ( - row[2].read() - if isinstance(row[2], oracledb.LOB) - else row[2] - ) + metadata_str = row[2].read() if isinstance(row[2], oracledb.LOB) else row[2] metadatas[qid].append(self._json_to_metadata(metadata_str)) distances[qid].append(float(row[3])) - log.info( - f"Search completed. Found {sum(len(ids[i]) for i in range(num_queries))} total results." - ) + log.info(f'Search completed. Found {sum(len(ids[i]) for i in range(num_queries))} total results.') - return SearchResult( - ids=ids, distances=distances, documents=documents, metadatas=metadatas - ) + return SearchResult(ids=ids, distances=distances, documents=documents, metadatas=metadatas) except Exception as e: - log.exception(f"Error during search: {e}") + log.exception(f'Error during search: {e}') return None - def query( - self, collection_name: str, filter: Dict, limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: Dict, limit: Optional[int] = None) -> Optional[GetResult]: """ Query items based on metadata filters. @@ -645,15 +627,15 @@ class Oracle23aiClient(VectorDBBase): WHERE collection_name = :collection_name """ - params = {"collection_name": collection_name} + params = {'collection_name': collection_name} for i, (key, value) in enumerate(filter.items()): - param_name = f"value_{i}" + param_name = f'value_{i}' query += f" AND JSON_VALUE(vmetadata, '$.{key}' RETURNING VARCHAR2(4096)) = :{param_name}" params[param_name] = str(value) - query += " FETCH FIRST :limit ROWS ONLY" - params["limit"] = limit + query += ' FETCH FIRST :limit ROWS ONLY' + params['limit'] = limit with self.get_connection() as connection: with connection.cursor() as cursor: @@ -661,32 +643,25 @@ class Oracle23aiClient(VectorDBBase): results = cursor.fetchall() if not results: - log.info("No results found for query.") + log.info('No results found for query.') return None ids = [[row[0] for row in results]] - documents = [ - [ - row[1].read() if isinstance(row[1], oracledb.LOB) else str(row[1]) - for row in results - ] - ] + documents = [[row[1].read() if isinstance(row[1], oracledb.LOB) else str(row[1]) for row in results]] # 🔧 FIXED: Parse JSON metadata properly metadatas = [ [ - self._json_to_metadata( - row[2].read() if isinstance(row[2], oracledb.LOB) else row[2] - ) + self._json_to_metadata(row[2].read() if isinstance(row[2], oracledb.LOB) else row[2]) for row in results ] ] - log.info(f"Query completed. Found {len(results)} results.") + log.info(f'Query completed. Found {len(results)} results.') return GetResult(ids=ids, documents=documents, metadatas=metadatas) except Exception as e: - log.exception(f"Error during query: {e}") + log.exception(f'Error during query: {e}') return None def get(self, collection_name: str) -> Optional[GetResult]: @@ -708,9 +683,6 @@ class Oracle23aiClient(VectorDBBase): >>> if results: ... print(f"Retrieved {len(results.ids[0])} documents from collection") """ - log.info( - f"Getting items from collection '{collection_name}' with limit {limit}." - ) try: limit = 1000 # Hardcoded limit for get operation @@ -724,28 +696,21 @@ class Oracle23aiClient(VectorDBBase): WHERE collection_name = :collection_name FETCH FIRST :limit ROWS ONLY """, - {"collection_name": collection_name, "limit": limit}, + {'collection_name': collection_name, 'limit': limit}, ) results = cursor.fetchall() if not results: - log.info("No results found.") + log.info('No results found.') return None ids = [[row[0] for row in results]] - documents = [ - [ - row[1].read() if isinstance(row[1], oracledb.LOB) else str(row[1]) - for row in results - ] - ] + documents = [[row[1].read() if isinstance(row[1], oracledb.LOB) else str(row[1]) for row in results]] # 🔧 FIXED: Parse JSON metadata properly metadatas = [ [ - self._json_to_metadata( - row[2].read() if isinstance(row[2], oracledb.LOB) else row[2] - ) + self._json_to_metadata(row[2].read() if isinstance(row[2], oracledb.LOB) else row[2]) for row in results ] ] @@ -753,7 +718,7 @@ class Oracle23aiClient(VectorDBBase): return GetResult(ids=ids, documents=documents, metadatas=metadatas) except Exception as e: - log.exception(f"Error during get: {e}") + log.exception(f'Error during get: {e}') return None def delete( @@ -785,21 +750,19 @@ class Oracle23aiClient(VectorDBBase): log.info(f"Deleting items from collection '{collection_name}'.") try: - query = ( - "DELETE FROM document_chunk WHERE collection_name = :collection_name" - ) - params = {"collection_name": collection_name} + query = 'DELETE FROM document_chunk WHERE collection_name = :collection_name' + params = {'collection_name': collection_name} if ids: # 🔧 FIXED: Use proper parameterized query to prevent SQL injection - placeholders = ",".join([f":id_{i}" for i in range(len(ids))]) - query += f" AND id IN ({placeholders})" + placeholders = ','.join([f':id_{i}' for i in range(len(ids))]) + query += f' AND id IN ({placeholders})' for i, id_val in enumerate(ids): - params[f"id_{i}"] = id_val + params[f'id_{i}'] = id_val if filter: for i, (key, value) in enumerate(filter.items()): - param_name = f"value_{i}" + param_name = f'value_{i}' query += f" AND JSON_VALUE(vmetadata, '$.{key}' RETURNING VARCHAR2(4096)) = :{param_name}" params[param_name] = str(value) @@ -812,7 +775,7 @@ class Oracle23aiClient(VectorDBBase): log.info(f"Deleted {deleted} items from collection '{collection_name}'.") except Exception as e: - log.exception(f"Error during delete: {e}") + log.exception(f'Error during delete: {e}') raise def reset(self) -> None: @@ -828,21 +791,19 @@ class Oracle23aiClient(VectorDBBase): >>> client = Oracle23aiClient() >>> client.reset() # Warning: Removes all data! """ - log.info("Resetting database - deleting all items.") + log.info('Resetting database - deleting all items.') try: with self.get_connection() as connection: with connection.cursor() as cursor: - cursor.execute("DELETE FROM document_chunk") + cursor.execute('DELETE FROM document_chunk') deleted = cursor.rowcount connection.commit() - log.info( - f"Reset complete. Deleted {deleted} items from 'document_chunk' table." - ) + log.info(f"Reset complete. Deleted {deleted} items from 'document_chunk' table.") except Exception as e: - log.exception(f"Error during reset: {e}") + log.exception(f'Error during reset: {e}') raise def close(self) -> None: @@ -857,11 +818,11 @@ class Oracle23aiClient(VectorDBBase): >>> client.close() """ try: - if hasattr(self, "pool") and self.pool: + if hasattr(self, 'pool') and self.pool: self.pool.close() - log.info("Oracle Vector Search connection pool closed.") + log.info('Oracle Vector Search connection pool closed.') except Exception as e: - log.exception(f"Error closing connection pool: {e}") + log.exception(f'Error closing connection pool: {e}') def has_collection(self, collection_name: str) -> bool: """ @@ -890,7 +851,7 @@ class Oracle23aiClient(VectorDBBase): WHERE collection_name = :collection_name FETCH FIRST 1 ROWS ONLY """, - {"collection_name": collection_name}, + {'collection_name': collection_name}, ) count = cursor.fetchone()[0] @@ -898,7 +859,7 @@ class Oracle23aiClient(VectorDBBase): return count > 0 except Exception as e: - log.exception(f"Error checking collection existence: {e}") + log.exception(f'Error checking collection existence: {e}') return False def delete_collection(self, collection_name: str) -> None: @@ -924,15 +885,13 @@ class Oracle23aiClient(VectorDBBase): DELETE FROM document_chunk WHERE collection_name = :collection_name """, - {"collection_name": collection_name}, + {'collection_name': collection_name}, ) deleted = cursor.rowcount connection.commit() - log.info( - f"Collection '{collection_name}' deleted. Removed {deleted} items." - ) + log.info(f"Collection '{collection_name}' deleted. Removed {deleted} items.") except Exception as e: log.exception(f"Error deleting collection '{collection_name}': {e}") diff --git a/backend/open_webui/retrieval/vector/dbs/pgvector.py b/backend/open_webui/retrieval/vector/dbs/pgvector.py index 481f9d92fc..4775ff21f4 100644 --- a/backend/open_webui/retrieval/vector/dbs/pgvector.py +++ b/backend/open_webui/retrieval/vector/dbs/pgvector.py @@ -55,7 +55,7 @@ VECTOR_LENGTH = PGVECTOR_INITIALIZE_MAX_VECTOR_LENGTH USE_HALFVEC = PGVECTOR_USE_HALFVEC VECTOR_TYPE_FACTORY = HALFVEC if USE_HALFVEC else Vector -VECTOR_OPCLASS = "halfvec_cosine_ops" if USE_HALFVEC else "vector_cosine_ops" +VECTOR_OPCLASS = 'halfvec_cosine_ops' if USE_HALFVEC else 'vector_cosine_ops' Base = declarative_base() log = logging.getLogger(__name__) @@ -65,12 +65,12 @@ def pgcrypto_encrypt(val, key): return func.pgp_sym_encrypt(val, literal(key)) -def pgcrypto_decrypt(col, key, outtype="text"): +def pgcrypto_decrypt(col, key, outtype='text'): return func.cast(func.pgp_sym_decrypt(col, literal(key)), outtype) class DocumentChunk(Base): - __tablename__ = "document_chunk" + __tablename__ = 'document_chunk' id = Column(Text, primary_key=True) vector = Column(VECTOR_TYPE_FACTORY(dim=VECTOR_LENGTH), nullable=True) @@ -86,7 +86,6 @@ class DocumentChunk(Base): class PgvectorClient(VectorDBBase): def __init__(self) -> None: - # if no pgvector uri, use the existing database connection if not PGVECTOR_DB_URL: from open_webui.internal.db import ScopedSession @@ -105,46 +104,44 @@ class PgvectorClient(VectorDBBase): poolclass=QueuePool, ) else: - engine = create_engine( - PGVECTOR_DB_URL, pool_pre_ping=True, poolclass=NullPool - ) + engine = create_engine(PGVECTOR_DB_URL, pool_pre_ping=True, poolclass=NullPool) else: engine = create_engine(PGVECTOR_DB_URL, pool_pre_ping=True) - SessionLocal = sessionmaker( - autocommit=False, autoflush=False, bind=engine, expire_on_commit=False - ) + SessionLocal = sessionmaker(autocommit=False, autoflush=False, bind=engine, expire_on_commit=False) self.session = scoped_session(SessionLocal) try: # Ensure the pgvector extension is available # Use a conditional check to avoid permission issues on Azure PostgreSQL if PGVECTOR_CREATE_EXTENSION: - self.session.execute(text(""" + self.session.execute( + text(""" DO $$ BEGIN IF NOT EXISTS (SELECT 1 FROM pg_extension WHERE extname = 'vector') THEN CREATE EXTENSION IF NOT EXISTS vector; END IF; END $$; - """)) + """) + ) if PGVECTOR_PGCRYPTO: # Ensure the pgcrypto extension is available for encryption # Use a conditional check to avoid permission issues on Azure PostgreSQL - self.session.execute(text(""" + self.session.execute( + text(""" DO $$ BEGIN IF NOT EXISTS (SELECT 1 FROM pg_extension WHERE extname = 'pgcrypto') THEN CREATE EXTENSION IF NOT EXISTS pgcrypto; END IF; END $$; - """)) + """) + ) if not PGVECTOR_PGCRYPTO_KEY: - raise ValueError( - "PGVECTOR_PGCRYPTO_KEY must be set when PGVECTOR_PGCRYPTO is enabled." - ) + raise ValueError('PGVECTOR_PGCRYPTO_KEY must be set when PGVECTOR_PGCRYPTO is enabled.') # Check vector length consistency self.check_vector_length() @@ -160,15 +157,14 @@ class PgvectorClient(VectorDBBase): self.session.execute( text( - "CREATE INDEX IF NOT EXISTS idx_document_chunk_collection_name " - "ON document_chunk (collection_name);" + 'CREATE INDEX IF NOT EXISTS idx_document_chunk_collection_name ON document_chunk (collection_name);' ) ) self.session.commit() - log.info("Initialization complete.") + log.info('Initialization complete.') except Exception as e: self.session.rollback() - log.exception(f"Error during initialization: {e}") + log.exception(f'Error during initialization: {e}') raise @staticmethod @@ -176,7 +172,7 @@ class PgvectorClient(VectorDBBase): if not index_def: return None try: - after_using = index_def.lower().split("using ", 1)[1] + after_using = index_def.lower().split('using ', 1)[1] return after_using.split()[0] except (IndexError, AttributeError): return None @@ -189,23 +185,23 @@ class PgvectorClient(VectorDBBase): index_method, ) elif USE_HALFVEC: - index_method = "hnsw" + index_method = 'hnsw' log.info( - "VECTOR_LENGTH=%s exceeds 2000; using halfvec column type with hnsw index.", + 'VECTOR_LENGTH=%s exceeds 2000; using halfvec column type with hnsw index.', VECTOR_LENGTH, ) else: - index_method = "ivfflat" + index_method = 'ivfflat' - if index_method == "hnsw": - index_options = f"WITH (m = {PGVECTOR_HNSW_M}, ef_construction = {PGVECTOR_HNSW_EF_CONSTRUCTION})" + if index_method == 'hnsw': + index_options = f'WITH (m = {PGVECTOR_HNSW_M}, ef_construction = {PGVECTOR_HNSW_EF_CONSTRUCTION})' else: - index_options = f"WITH (lists = {PGVECTOR_IVFFLAT_LISTS})" + index_options = f'WITH (lists = {PGVECTOR_IVFFLAT_LISTS})' return index_method, index_options def _ensure_vector_index(self, index_method: str, index_options: str) -> None: - index_name = "idx_document_chunk_vector" + index_name = 'idx_document_chunk_vector' existing_index_def = self.session.execute( text(""" SELECT indexdef @@ -214,7 +210,7 @@ class PgvectorClient(VectorDBBase): AND tablename = 'document_chunk' AND indexname = :index_name """), - {"index_name": index_name}, + {'index_name': index_name}, ).scalar() existing_method = self._extract_index_method(existing_index_def) @@ -222,23 +218,23 @@ class PgvectorClient(VectorDBBase): raise RuntimeError( f"Existing pgvector index '{index_name}' uses method '{existing_method}' but configuration now " f"requires '{index_method}'. Automatic rebuild is disabled to prevent long-running maintenance. " - "Drop the index manually (optionally after tuning maintenance_work_mem/max_parallel_maintenance_workers) " - "and recreate it with the new method before restarting Open WebUI." + 'Drop the index manually (optionally after tuning maintenance_work_mem/max_parallel_maintenance_workers) ' + 'and recreate it with the new method before restarting Open WebUI.' ) if not existing_index_def: index_sql = ( - f"CREATE INDEX IF NOT EXISTS {index_name} " - f"ON document_chunk USING {index_method} (vector {VECTOR_OPCLASS})" + f'CREATE INDEX IF NOT EXISTS {index_name} ' + f'ON document_chunk USING {index_method} (vector {VECTOR_OPCLASS})' ) if index_options: - index_sql = f"{index_sql} {index_options}" + index_sql = f'{index_sql} {index_options}' self.session.execute(text(index_sql)) log.info( "Ensured vector index '%s' using %s%s.", index_name, index_method, - f" {index_options}" if index_options else "", + f' {index_options}' if index_options else '', ) def check_vector_length(self) -> None: @@ -249,16 +245,14 @@ class PgvectorClient(VectorDBBase): metadata = MetaData() try: # Attempt to reflect the 'document_chunk' table - document_chunk_table = Table( - "document_chunk", metadata, autoload_with=self.session.bind - ) + document_chunk_table = Table('document_chunk', metadata, autoload_with=self.session.bind) except NoSuchTableError: # Table does not exist; no action needed return # Proceed to check the vector column - if "vector" in document_chunk_table.columns: - vector_column = document_chunk_table.columns["vector"] + if 'vector' in document_chunk_table.columns: + vector_column = document_chunk_table.columns['vector'] vector_type = vector_column.type expected_type = HALFVEC if USE_HALFVEC else Vector @@ -268,16 +262,14 @@ class PgvectorClient(VectorDBBase): f"('{expected_type.__name__}') for VECTOR_LENGTH {VECTOR_LENGTH}." ) - db_vector_length = getattr(vector_type, "dim", None) + db_vector_length = getattr(vector_type, 'dim', None) if db_vector_length is not None and db_vector_length != VECTOR_LENGTH: raise Exception( - f"VECTOR_LENGTH {VECTOR_LENGTH} does not match existing vector column dimension {db_vector_length}. " - "Cannot change vector size after initialization without migrating the data." + f'VECTOR_LENGTH {VECTOR_LENGTH} does not match existing vector column dimension {db_vector_length}. ' + 'Cannot change vector size after initialization without migrating the data.' ) else: - raise Exception( - "The 'vector' column does not exist in the 'document_chunk' table." - ) + raise Exception("The 'vector' column does not exist in the 'document_chunk' table.") def adjust_vector_length(self, vector: List[float]) -> List[float]: # Adjust vector to have length VECTOR_LENGTH @@ -294,10 +286,10 @@ class PgvectorClient(VectorDBBase): try: if PGVECTOR_PGCRYPTO: for item in items: - vector = self.adjust_vector_length(item["vector"]) + vector = self.adjust_vector_length(item['vector']) # Use raw SQL for BYTEA/pgcrypto # Ensure metadata is converted to its JSON text representation - json_metadata = json.dumps(item["metadata"]) + json_metadata = json.dumps(item['metadata']) self.session.execute( text(""" INSERT INTO document_chunk @@ -310,12 +302,12 @@ class PgvectorClient(VectorDBBase): ON CONFLICT (id) DO NOTHING """), { - "id": item["id"], - "vector": vector, - "collection_name": collection_name, - "text": item["text"], - "metadata_text": json_metadata, - "key": PGVECTOR_PGCRYPTO_KEY, + 'id': item['id'], + 'vector': vector, + 'collection_name': collection_name, + 'text': item['text'], + 'metadata_text': json_metadata, + 'key': PGVECTOR_PGCRYPTO_KEY, }, ) self.session.commit() @@ -324,31 +316,29 @@ class PgvectorClient(VectorDBBase): else: new_items = [] for item in items: - vector = self.adjust_vector_length(item["vector"]) + vector = self.adjust_vector_length(item['vector']) new_chunk = DocumentChunk( - id=item["id"], + id=item['id'], vector=vector, collection_name=collection_name, - text=item["text"], - vmetadata=process_metadata(item["metadata"]), + text=item['text'], + vmetadata=process_metadata(item['metadata']), ) new_items.append(new_chunk) self.session.bulk_save_objects(new_items) self.session.commit() - log.info( - f"Inserted {len(new_items)} items into collection '{collection_name}'." - ) + log.info(f"Inserted {len(new_items)} items into collection '{collection_name}'.") except Exception as e: self.session.rollback() - log.exception(f"Error during insert: {e}") + log.exception(f'Error during insert: {e}') raise def upsert(self, collection_name: str, items: List[VectorItem]) -> None: try: if PGVECTOR_PGCRYPTO: for item in items: - vector = self.adjust_vector_length(item["vector"]) - json_metadata = json.dumps(item["metadata"]) + vector = self.adjust_vector_length(item['vector']) + json_metadata = json.dumps(item['metadata']) self.session.execute( text(""" INSERT INTO document_chunk @@ -365,47 +355,39 @@ class PgvectorClient(VectorDBBase): vmetadata = EXCLUDED.vmetadata """), { - "id": item["id"], - "vector": vector, - "collection_name": collection_name, - "text": item["text"], - "metadata_text": json_metadata, - "key": PGVECTOR_PGCRYPTO_KEY, + 'id': item['id'], + 'vector': vector, + 'collection_name': collection_name, + 'text': item['text'], + 'metadata_text': json_metadata, + 'key': PGVECTOR_PGCRYPTO_KEY, }, ) self.session.commit() log.info(f"Encrypted & upserted {len(items)} into '{collection_name}'") else: for item in items: - vector = self.adjust_vector_length(item["vector"]) - existing = ( - self.session.query(DocumentChunk) - .filter(DocumentChunk.id == item["id"]) - .first() - ) + vector = self.adjust_vector_length(item['vector']) + existing = self.session.query(DocumentChunk).filter(DocumentChunk.id == item['id']).first() if existing: existing.vector = vector - existing.text = item["text"] - existing.vmetadata = process_metadata(item["metadata"]) - existing.collection_name = ( - collection_name # Update collection_name if necessary - ) + existing.text = item['text'] + existing.vmetadata = process_metadata(item['metadata']) + existing.collection_name = collection_name # Update collection_name if necessary else: new_chunk = DocumentChunk( - id=item["id"], + id=item['id'], vector=vector, collection_name=collection_name, - text=item["text"], - vmetadata=process_metadata(item["metadata"]), + text=item['text'], + vmetadata=process_metadata(item['metadata']), ) self.session.add(new_chunk) self.session.commit() - log.info( - f"Upserted {len(items)} items into collection '{collection_name}'." - ) + log.info(f"Upserted {len(items)} items into collection '{collection_name}'.") except Exception as e: self.session.rollback() - log.exception(f"Error during upsert: {e}") + log.exception(f'Error during upsert: {e}') raise def search( @@ -427,38 +409,26 @@ class PgvectorClient(VectorDBBase): return cast(array(vector), VECTOR_TYPE_FACTORY(VECTOR_LENGTH)) # Create the values for query vectors - qid_col = column("qid", Integer) - q_vector_col = column("q_vector", VECTOR_TYPE_FACTORY(VECTOR_LENGTH)) + qid_col = column('qid', Integer) + q_vector_col = column('q_vector', VECTOR_TYPE_FACTORY(VECTOR_LENGTH)) query_vectors = ( values(qid_col, q_vector_col) - .data( - [(idx, vector_expr(vector)) for idx, vector in enumerate(vectors)] - ) - .alias("query_vectors") + .data([(idx, vector_expr(vector)) for idx, vector in enumerate(vectors)]) + .alias('query_vectors') ) result_fields = [ DocumentChunk.id, ] if PGVECTOR_PGCRYPTO: + result_fields.append(pgcrypto_decrypt(DocumentChunk.text, PGVECTOR_PGCRYPTO_KEY, Text).label('text')) result_fields.append( - pgcrypto_decrypt( - DocumentChunk.text, PGVECTOR_PGCRYPTO_KEY, Text - ).label("text") - ) - result_fields.append( - pgcrypto_decrypt( - DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB - ).label("vmetadata") + pgcrypto_decrypt(DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB).label('vmetadata') ) else: result_fields.append(DocumentChunk.text) result_fields.append(DocumentChunk.vmetadata) - result_fields.append( - (DocumentChunk.vector.cosine_distance(query_vectors.c.q_vector)).label( - "distance" - ) - ) + result_fields.append((DocumentChunk.vector.cosine_distance(query_vectors.c.q_vector)).label('distance')) # Build the lateral subquery for each query vector where_clauses = [DocumentChunk.collection_name == collection_name] @@ -466,9 +436,9 @@ class PgvectorClient(VectorDBBase): # Apply metadata filter if provided if filter: for key, value in filter.items(): - if isinstance(value, dict) and "$in" in value: + if isinstance(value, dict) and '$in' in value: # Handle $in operator: {"field": {"$in": [values]}} - in_values = value["$in"] + in_values = value['$in'] if PGVECTOR_PGCRYPTO: where_clauses.append( pgcrypto_decrypt( @@ -478,11 +448,7 @@ class PgvectorClient(VectorDBBase): )[key].astext.in_([str(v) for v in in_values]) ) else: - where_clauses.append( - DocumentChunk.vmetadata[key].astext.in_( - [str(v) for v in in_values] - ) - ) + where_clauses.append(DocumentChunk.vmetadata[key].astext.in_([str(v) for v in in_values])) else: # Handle simple equality: {"field": "value"} if PGVECTOR_PGCRYPTO: @@ -495,20 +461,16 @@ class PgvectorClient(VectorDBBase): == str(value) ) else: - where_clauses.append( - DocumentChunk.vmetadata[key].astext == str(value) - ) + where_clauses.append(DocumentChunk.vmetadata[key].astext == str(value)) subq = ( select(*result_fields) .where(*where_clauses) - .order_by( - (DocumentChunk.vector.cosine_distance(query_vectors.c.q_vector)) - ) + .order_by((DocumentChunk.vector.cosine_distance(query_vectors.c.q_vector))) ) if limit is not None: subq = subq.limit(limit) - subq = subq.lateral("result") + subq = subq.lateral('result') # Build the main query by joining query_vectors and the lateral subquery stmt = ( @@ -550,17 +512,13 @@ class PgvectorClient(VectorDBBase): metadatas[qid].append(row.vmetadata) self.session.rollback() # read-only transaction - return SearchResult( - ids=ids, distances=distances, documents=documents, metadatas=metadatas - ) + return SearchResult(ids=ids, distances=distances, documents=documents, metadatas=metadatas) except Exception as e: self.session.rollback() - log.exception(f"Error during search: {e}") + log.exception(f'Error during search: {e}') return None - def query( - self, collection_name: str, filter: Dict[str, Any], limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: Dict[str, Any], limit: Optional[int] = None) -> Optional[GetResult]: try: if PGVECTOR_PGCRYPTO: # Build where clause for vmetadata filter @@ -568,32 +526,22 @@ class PgvectorClient(VectorDBBase): for key, value in filter.items(): # decrypt then check key: JSON filter after decryption where_clauses.append( - pgcrypto_decrypt( - DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB - )[key].astext + pgcrypto_decrypt(DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB)[key].astext == str(value) ) stmt = select( DocumentChunk.id, - pgcrypto_decrypt( - DocumentChunk.text, PGVECTOR_PGCRYPTO_KEY, Text - ).label("text"), - pgcrypto_decrypt( - DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB - ).label("vmetadata"), + pgcrypto_decrypt(DocumentChunk.text, PGVECTOR_PGCRYPTO_KEY, Text).label('text'), + pgcrypto_decrypt(DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB).label('vmetadata'), ).where(*where_clauses) if limit is not None: stmt = stmt.limit(limit) results = self.session.execute(stmt).all() else: - query = self.session.query(DocumentChunk).filter( - DocumentChunk.collection_name == collection_name - ) + query = self.session.query(DocumentChunk).filter(DocumentChunk.collection_name == collection_name) for key, value in filter.items(): - query = query.filter( - DocumentChunk.vmetadata[key].astext == str(value) - ) + query = query.filter(DocumentChunk.vmetadata[key].astext == str(value)) if limit is not None: query = query.limit(limit) @@ -615,22 +563,16 @@ class PgvectorClient(VectorDBBase): ) except Exception as e: self.session.rollback() - log.exception(f"Error during query: {e}") + log.exception(f'Error during query: {e}') return None - def get( - self, collection_name: str, limit: Optional[int] = None - ) -> Optional[GetResult]: + def get(self, collection_name: str, limit: Optional[int] = None) -> Optional[GetResult]: try: if PGVECTOR_PGCRYPTO: stmt = select( DocumentChunk.id, - pgcrypto_decrypt( - DocumentChunk.text, PGVECTOR_PGCRYPTO_KEY, Text - ).label("text"), - pgcrypto_decrypt( - DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB - ).label("vmetadata"), + pgcrypto_decrypt(DocumentChunk.text, PGVECTOR_PGCRYPTO_KEY, Text).label('text'), + pgcrypto_decrypt(DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB).label('vmetadata'), ).where(DocumentChunk.collection_name == collection_name) if limit is not None: stmt = stmt.limit(limit) @@ -639,10 +581,7 @@ class PgvectorClient(VectorDBBase): documents = [[row.text for row in results]] metadatas = [[row.vmetadata for row in results]] else: - - query = self.session.query(DocumentChunk).filter( - DocumentChunk.collection_name == collection_name - ) + query = self.session.query(DocumentChunk).filter(DocumentChunk.collection_name == collection_name) if limit is not None: query = query.limit(limit) @@ -659,7 +598,7 @@ class PgvectorClient(VectorDBBase): return GetResult(ids=ids, documents=documents, metadatas=metadatas) except Exception as e: self.session.rollback() - log.exception(f"Error during get: {e}") + log.exception(f'Error during get: {e}') return None def delete( @@ -676,43 +615,35 @@ class PgvectorClient(VectorDBBase): if filter: for key, value in filter.items(): wheres.append( - pgcrypto_decrypt( - DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB - )[key].astext + pgcrypto_decrypt(DocumentChunk.vmetadata, PGVECTOR_PGCRYPTO_KEY, JSONB)[key].astext == str(value) ) stmt = DocumentChunk.__table__.delete().where(*wheres) result = self.session.execute(stmt) deleted = result.rowcount else: - query = self.session.query(DocumentChunk).filter( - DocumentChunk.collection_name == collection_name - ) + query = self.session.query(DocumentChunk).filter(DocumentChunk.collection_name == collection_name) if ids: query = query.filter(DocumentChunk.id.in_(ids)) if filter: for key, value in filter.items(): - query = query.filter( - DocumentChunk.vmetadata[key].astext == str(value) - ) + query = query.filter(DocumentChunk.vmetadata[key].astext == str(value)) deleted = query.delete(synchronize_session=False) self.session.commit() log.info(f"Deleted {deleted} items from collection '{collection_name}'.") except Exception as e: self.session.rollback() - log.exception(f"Error during delete: {e}") + log.exception(f'Error during delete: {e}') raise def reset(self) -> None: try: deleted = self.session.query(DocumentChunk).delete() self.session.commit() - log.info( - f"Reset complete. Deleted {deleted} items from 'document_chunk' table." - ) + log.info(f"Reset complete. Deleted {deleted} items from 'document_chunk' table.") except Exception as e: self.session.rollback() - log.exception(f"Error during reset: {e}") + log.exception(f'Error during reset: {e}') raise def close(self) -> None: @@ -721,16 +652,14 @@ class PgvectorClient(VectorDBBase): def has_collection(self, collection_name: str) -> bool: try: exists = ( - self.session.query(DocumentChunk) - .filter(DocumentChunk.collection_name == collection_name) - .first() + self.session.query(DocumentChunk).filter(DocumentChunk.collection_name == collection_name).first() is not None ) self.session.rollback() # read-only transaction return exists except Exception as e: self.session.rollback() - log.exception(f"Error checking collection existence: {e}") + log.exception(f'Error checking collection existence: {e}') return False def delete_collection(self, collection_name: str) -> None: diff --git a/backend/open_webui/retrieval/vector/dbs/pinecone.py b/backend/open_webui/retrieval/vector/dbs/pinecone.py index 156894bc9e..6469ac9172 100644 --- a/backend/open_webui/retrieval/vector/dbs/pinecone.py +++ b/backend/open_webui/retrieval/vector/dbs/pinecone.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + from typing import Optional, List, Dict, Any, Union import logging import time # for measuring elapsed time @@ -41,7 +45,7 @@ log = logging.getLogger(__name__) class PineconeClient(VectorDBBase): def __init__(self): - self.collection_prefix = "open-webui" + self.collection_prefix = 'open-webui' # Validate required configuration self._validate_config() @@ -63,7 +67,7 @@ class PineconeClient(VectorDBBase): timeout=30, # Reasonable timeout for operations ) self.using_grpc = True - log.info("Using Pinecone gRPC client for optimal performance") + log.info('Using Pinecone gRPC client for optimal performance') else: # Fallback to HTTP client with enhanced connection pooling self.client = Pinecone( @@ -72,7 +76,7 @@ class PineconeClient(VectorDBBase): timeout=30, # Reasonable timeout for operations ) self.using_grpc = False - log.info("Using Pinecone HTTP client (gRPC not available)") + log.info('Using Pinecone HTTP client (gRPC not available)') # Persistent executor for batch operations self._executor = concurrent.futures.ThreadPoolExecutor(max_workers=5) @@ -84,20 +88,18 @@ class PineconeClient(VectorDBBase): """Validate that all required configuration variables are set.""" missing_vars = [] if not PINECONE_API_KEY: - missing_vars.append("PINECONE_API_KEY") + missing_vars.append('PINECONE_API_KEY') if not PINECONE_ENVIRONMENT: - missing_vars.append("PINECONE_ENVIRONMENT") + missing_vars.append('PINECONE_ENVIRONMENT') if not PINECONE_INDEX_NAME: - missing_vars.append("PINECONE_INDEX_NAME") + missing_vars.append('PINECONE_INDEX_NAME') if not PINECONE_DIMENSION: - missing_vars.append("PINECONE_DIMENSION") + missing_vars.append('PINECONE_DIMENSION') if not PINECONE_CLOUD: - missing_vars.append("PINECONE_CLOUD") + missing_vars.append('PINECONE_CLOUD') if missing_vars: - raise ValueError( - f"Required configuration missing: {', '.join(missing_vars)}" - ) + raise ValueError(f'Required configuration missing: {", ".join(missing_vars)}') def _initialize_index(self) -> None: """Initialize the Pinecone index.""" @@ -122,8 +124,8 @@ class PineconeClient(VectorDBBase): ) except Exception as e: - log.error(f"Failed to initialize Pinecone index: {e}") - raise RuntimeError(f"Failed to initialize Pinecone index: {e}") + log.error(f'Failed to initialize Pinecone index: {e}') + raise RuntimeError(f'Failed to initialize Pinecone index: {e}') def _retry_pinecone_operation(self, operation_func, max_retries=3): """Retry Pinecone operations with exponential backoff for rate limits and network issues.""" @@ -136,18 +138,18 @@ class PineconeClient(VectorDBBase): is_retryable = any( keyword in error_str for keyword in [ - "rate limit", - "quota", - "timeout", - "network", - "connection", - "unavailable", - "internal error", - "429", - "500", - "502", - "503", - "504", + 'rate limit', + 'quota', + 'timeout', + 'network', + 'connection', + 'unavailable', + 'internal error', + '429', + '500', + '502', + '503', + '504', ] ) @@ -158,45 +160,42 @@ class PineconeClient(VectorDBBase): # Exponential backoff with jitter delay = (2**attempt) + random.uniform(0, 1) log.warning( - f"Pinecone operation failed (attempt {attempt + 1}/{max_retries}), " - f"retrying in {delay:.2f}s: {e}" + f'Pinecone operation failed (attempt {attempt + 1}/{max_retries}), retrying in {delay:.2f}s: {e}' ) time.sleep(delay) - def _create_points( - self, items: List[VectorItem], collection_name_with_prefix: str - ) -> List[Dict[str, Any]]: + def _create_points(self, items: List[VectorItem], collection_name_with_prefix: str) -> List[Dict[str, Any]]: """Convert VectorItem objects to Pinecone point format.""" points = [] for item in items: # Start with any existing metadata or an empty dict - metadata = item.get("metadata", {}).copy() if item.get("metadata") else {} + metadata = item.get('metadata', {}).copy() if item.get('metadata') else {} # Add text to metadata if available - if "text" in item: - metadata["text"] = item["text"] + if 'text' in item: + metadata['text'] = item['text'] # Always add collection_name to metadata for filtering - metadata["collection_name"] = collection_name_with_prefix + metadata['collection_name'] = collection_name_with_prefix point = { - "id": item["id"], - "values": item["vector"], - "metadata": process_metadata(metadata), + 'id': item['id'], + 'values': item['vector'], + 'metadata': process_metadata(metadata), } points.append(point) return points def _get_collection_name_with_prefix(self, collection_name: str) -> str: """Get the collection name with prefix.""" - return f"{self.collection_prefix}_{collection_name}" + return f'{self.collection_prefix}_{collection_name}' def _normalize_distance(self, score: float) -> float: """Normalize distance score based on the metric used.""" - if self.metric.lower() == "cosine": + if self.metric.lower() == 'cosine': # Cosine similarity ranges from -1 to 1, normalize to 0 to 1 return (score + 1.0) / 2.0 - elif self.metric.lower() in ["euclidean", "dotproduct"]: + elif self.metric.lower() in ['euclidean', 'dotproduct']: # These are already suitable for ranking (smaller is better for Euclidean) return score else: @@ -210,68 +209,56 @@ class PineconeClient(VectorDBBase): metadatas = [] for match in matches: - metadata = getattr(match, "metadata", {}) or {} - ids.append(match.id if hasattr(match, "id") else match["id"]) - documents.append(metadata.get("text", "")) + metadata = getattr(match, 'metadata', {}) or {} + ids.append(match.id if hasattr(match, 'id') else match['id']) + documents.append(metadata.get('text', '')) metadatas.append(metadata) return GetResult( **{ - "ids": [ids], - "documents": [documents], - "metadatas": [metadatas], + 'ids': [ids], + 'documents': [documents], + 'metadatas': [metadatas], } ) def has_collection(self, collection_name: str) -> bool: """Check if a collection exists by searching for at least one item.""" - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) try: # Search for at least 1 item with this collection name in metadata response = self.index.query( vector=[0.0] * self.dimension, # dummy vector top_k=1, - filter={"collection_name": collection_name_with_prefix}, + filter={'collection_name': collection_name_with_prefix}, include_metadata=False, ) - matches = getattr(response, "matches", []) or [] + matches = getattr(response, 'matches', []) or [] return len(matches) > 0 except Exception as e: - log.exception( - f"Error checking collection '{collection_name_with_prefix}': {e}" - ) + log.exception(f"Error checking collection '{collection_name_with_prefix}': {e}") return False def delete_collection(self, collection_name: str) -> None: """Delete a collection by removing all vectors with the collection name in metadata.""" - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) try: - self.index.delete(filter={"collection_name": collection_name_with_prefix}) - log.info( - f"Collection '{collection_name_with_prefix}' deleted (all vectors removed)." - ) + self.index.delete(filter={'collection_name': collection_name_with_prefix}) + log.info(f"Collection '{collection_name_with_prefix}' deleted (all vectors removed).") except Exception as e: - log.warning( - f"Failed to delete collection '{collection_name_with_prefix}': {e}" - ) + log.warning(f"Failed to delete collection '{collection_name_with_prefix}': {e}") raise def insert(self, collection_name: str, items: List[VectorItem]) -> None: """Insert vectors into a collection.""" if not items: - log.warning("No items to insert") + log.warning('No items to insert') return start_time = time.time() - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) points = self._create_points(items, collection_name_with_prefix) # Parallelize batch inserts for performance @@ -284,26 +271,23 @@ class PineconeClient(VectorDBBase): try: future.result() except Exception as e: - log.error(f"Error inserting batch: {e}") + log.error(f'Error inserting batch: {e}') raise elapsed = time.time() - start_time - log.debug(f"Insert of {len(points)} vectors took {elapsed:.2f} seconds") + log.debug(f'Insert of {len(points)} vectors took {elapsed:.2f} seconds') log.info( - f"Successfully inserted {len(points)} vectors in parallel batches " - f"into '{collection_name_with_prefix}'" + f"Successfully inserted {len(points)} vectors in parallel batches into '{collection_name_with_prefix}'" ) def upsert(self, collection_name: str, items: List[VectorItem]) -> None: """Upsert (insert or update) vectors into a collection.""" if not items: - log.warning("No items to upsert") + log.warning('No items to upsert') return start_time = time.time() - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) points = self._create_points(items, collection_name_with_prefix) # Parallelize batch upserts for performance @@ -316,78 +300,53 @@ class PineconeClient(VectorDBBase): try: future.result() except Exception as e: - log.error(f"Error upserting batch: {e}") + log.error(f'Error upserting batch: {e}') raise elapsed = time.time() - start_time - log.debug(f"Upsert of {len(points)} vectors took {elapsed:.2f} seconds") + log.debug(f'Upsert of {len(points)} vectors took {elapsed:.2f} seconds') log.info( - f"Successfully upserted {len(points)} vectors in parallel batches " - f"into '{collection_name_with_prefix}'" + f"Successfully upserted {len(points)} vectors in parallel batches into '{collection_name_with_prefix}'" ) async def insert_async(self, collection_name: str, items: List[VectorItem]) -> None: """Async version of insert using asyncio and run_in_executor for improved performance.""" if not items: - log.warning("No items to insert") + log.warning('No items to insert') return - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) points = self._create_points(items, collection_name_with_prefix) # Create batches - batches = [ - points[i : i + BATCH_SIZE] for i in range(0, len(points), BATCH_SIZE) - ] + batches = [points[i : i + BATCH_SIZE] for i in range(0, len(points), BATCH_SIZE)] loop = asyncio.get_event_loop() - tasks = [ - loop.run_in_executor( - None, functools.partial(self.index.upsert, vectors=batch) - ) - for batch in batches - ] + tasks = [loop.run_in_executor(None, functools.partial(self.index.upsert, vectors=batch)) for batch in batches] results = await asyncio.gather(*tasks, return_exceptions=True) for result in results: if isinstance(result, Exception): - log.error(f"Error in async insert batch: {result}") + log.error(f'Error in async insert batch: {result}') raise result - log.info( - f"Successfully async inserted {len(points)} vectors in batches " - f"into '{collection_name_with_prefix}'" - ) + log.info(f"Successfully async inserted {len(points)} vectors in batches into '{collection_name_with_prefix}'") async def upsert_async(self, collection_name: str, items: List[VectorItem]) -> None: """Async version of upsert using asyncio and run_in_executor for improved performance.""" if not items: - log.warning("No items to upsert") + log.warning('No items to upsert') return - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) points = self._create_points(items, collection_name_with_prefix) # Create batches - batches = [ - points[i : i + BATCH_SIZE] for i in range(0, len(points), BATCH_SIZE) - ] + batches = [points[i : i + BATCH_SIZE] for i in range(0, len(points), BATCH_SIZE)] loop = asyncio.get_event_loop() - tasks = [ - loop.run_in_executor( - None, functools.partial(self.index.upsert, vectors=batch) - ) - for batch in batches - ] + tasks = [loop.run_in_executor(None, functools.partial(self.index.upsert, vectors=batch)) for batch in batches] results = await asyncio.gather(*tasks, return_exceptions=True) for result in results: if isinstance(result, Exception): - log.error(f"Error in async upsert batch: {result}") + log.error(f'Error in async upsert batch: {result}') raise result - log.info( - f"Successfully async upserted {len(points)} vectors in batches " - f"into '{collection_name_with_prefix}'" - ) + log.info(f"Successfully async upserted {len(points)} vectors in batches into '{collection_name_with_prefix}'") def search( self, @@ -398,12 +357,10 @@ class PineconeClient(VectorDBBase): ) -> Optional[SearchResult]: """Search for similar vectors in a collection.""" if not vectors or not vectors[0]: - log.warning("No vectors provided for search") + log.warning('No vectors provided for search') return None - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) if limit is None or limit <= 0: limit = NO_LIMIT @@ -417,10 +374,10 @@ class PineconeClient(VectorDBBase): vector=query_vector, top_k=limit, include_metadata=True, - filter={"collection_name": collection_name_with_prefix}, + filter={'collection_name': collection_name_with_prefix}, ) - matches = getattr(query_response, "matches", []) or [] + matches = getattr(query_response, 'matches', []) or [] if not matches: # Return empty result if no matches return SearchResult( @@ -434,12 +391,7 @@ class PineconeClient(VectorDBBase): get_result = self._result_to_get_result(matches) # Calculate normalized distances based on metric - distances = [ - [ - self._normalize_distance(getattr(match, "score", 0.0)) - for match in matches - ] - ] + distances = [[self._normalize_distance(getattr(match, 'score', 0.0)) for match in matches]] return SearchResult( ids=get_result.ids, @@ -451,13 +403,9 @@ class PineconeClient(VectorDBBase): log.error(f"Error searching in '{collection_name_with_prefix}': {e}") return None - def query( - self, collection_name: str, filter: Dict, limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: Dict, limit: Optional[int] = None) -> Optional[GetResult]: """Query vectors by metadata filter.""" - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) if limit is None or limit <= 0: limit = NO_LIMIT @@ -467,7 +415,7 @@ class PineconeClient(VectorDBBase): zero_vector = [0.0] * self.dimension # Combine user filter with collection_name - pinecone_filter = {"collection_name": collection_name_with_prefix} + pinecone_filter = {'collection_name': collection_name_with_prefix} if filter: pinecone_filter.update(filter) @@ -479,7 +427,7 @@ class PineconeClient(VectorDBBase): include_metadata=True, ) - matches = getattr(query_response, "matches", []) or [] + matches = getattr(query_response, 'matches', []) or [] return self._result_to_get_result(matches) except Exception as e: @@ -488,9 +436,7 @@ class PineconeClient(VectorDBBase): def get(self, collection_name: str) -> Optional[GetResult]: """Get all vectors in a collection.""" - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) try: # Use a zero vector for fetching all entries @@ -501,10 +447,10 @@ class PineconeClient(VectorDBBase): vector=zero_vector, top_k=NO_LIMIT, include_metadata=True, - filter={"collection_name": collection_name_with_prefix}, + filter={'collection_name': collection_name_with_prefix}, ) - matches = getattr(query_response, "matches", []) or [] + matches = getattr(query_response, 'matches', []) or [] return self._result_to_get_result(matches) except Exception as e: @@ -518,9 +464,7 @@ class PineconeClient(VectorDBBase): filter: Optional[Dict] = None, ) -> None: """Delete vectors by IDs or filter.""" - collection_name_with_prefix = self._get_collection_name_with_prefix( - collection_name - ) + collection_name_with_prefix = self._get_collection_name_with_prefix(collection_name) try: if ids: @@ -530,28 +474,20 @@ class PineconeClient(VectorDBBase): # Note: When deleting by ID, we can't filter by collection_name # This is a limitation of Pinecone - be careful with ID uniqueness self.index.delete(ids=batch_ids) - log.debug( - f"Deleted batch of {len(batch_ids)} vectors by ID " - f"from '{collection_name_with_prefix}'" - ) - log.info( - f"Successfully deleted {len(ids)} vectors by ID " - f"from '{collection_name_with_prefix}'" - ) + log.debug(f"Deleted batch of {len(batch_ids)} vectors by ID from '{collection_name_with_prefix}'") + log.info(f"Successfully deleted {len(ids)} vectors by ID from '{collection_name_with_prefix}'") elif filter: # Combine user filter with collection_name - pinecone_filter = {"collection_name": collection_name_with_prefix} + pinecone_filter = {'collection_name': collection_name_with_prefix} if filter: pinecone_filter.update(filter) # Delete by metadata filter self.index.delete(filter=pinecone_filter) - log.info( - f"Successfully deleted vectors by filter from '{collection_name_with_prefix}'" - ) + log.info(f"Successfully deleted vectors by filter from '{collection_name_with_prefix}'") else: - log.warning("No ids or filter provided for delete operation") + log.warning('No ids or filter provided for delete operation') except Exception as e: log.error(f"Error deleting from collection '{collection_name}': {e}") @@ -561,9 +497,9 @@ class PineconeClient(VectorDBBase): """Reset the database by deleting all collections.""" try: self.index.delete(delete_all=True) - log.info("All vectors successfully deleted from the index.") + log.info('All vectors successfully deleted from the index.') except Exception as e: - log.error(f"Failed to reset Pinecone index: {e}") + log.error(f'Failed to reset Pinecone index: {e}') raise def close(self): @@ -572,7 +508,7 @@ class PineconeClient(VectorDBBase): # The new Pinecone client doesn't need explicit closing pass except Exception as e: - log.warning(f"Failed to clean up Pinecone resources: {e}") + log.warning(f'Failed to clean up Pinecone resources: {e}') self._executor.shutdown(wait=True) def __enter__(self): diff --git a/backend/open_webui/retrieval/vector/dbs/qdrant.py b/backend/open_webui/retrieval/vector/dbs/qdrant.py index d42984e1d6..f050bebeb5 100644 --- a/backend/open_webui/retrieval/vector/dbs/qdrant.py +++ b/backend/open_webui/retrieval/vector/dbs/qdrant.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + from typing import Optional import logging from urllib.parse import urlparse @@ -72,19 +76,19 @@ class QdrantClient(VectorDBBase): for point in points: payload = point.payload ids.append(point.id) - documents.append(payload["text"]) - metadatas.append(payload["metadata"]) + documents.append(payload['text']) + metadatas.append(payload['metadata']) return GetResult( **{ - "ids": [ids], - "documents": [documents], - "metadatas": [metadatas], + 'ids': [ids], + 'documents': [documents], + 'metadatas': [metadatas], } ) def _create_collection(self, collection_name: str, dimension: int): - collection_name_with_prefix = f"{self.collection_prefix}_{collection_name}" + collection_name_with_prefix = f'{self.collection_prefix}_{collection_name}' self.client.create_collection( collection_name=collection_name_with_prefix, vectors_config=models.VectorParams( @@ -100,7 +104,7 @@ class QdrantClient(VectorDBBase): # Create payload indexes for efficient filtering self.client.create_payload_index( collection_name=collection_name_with_prefix, - field_name="metadata.hash", + field_name='metadata.hash', field_schema=models.KeywordIndexParams( type=models.KeywordIndexType.KEYWORD, is_tenant=False, @@ -109,40 +113,34 @@ class QdrantClient(VectorDBBase): ) self.client.create_payload_index( collection_name=collection_name_with_prefix, - field_name="metadata.file_id", + field_name='metadata.file_id', field_schema=models.KeywordIndexParams( type=models.KeywordIndexType.KEYWORD, is_tenant=False, on_disk=self.QDRANT_ON_DISK, ), ) - log.info(f"collection {collection_name_with_prefix} successfully created!") + log.info(f'collection {collection_name_with_prefix} successfully created!') def _create_collection_if_not_exists(self, collection_name, dimension): if not self.has_collection(collection_name=collection_name): - self._create_collection( - collection_name=collection_name, dimension=dimension - ) + self._create_collection(collection_name=collection_name, dimension=dimension) def _create_points(self, items: list[VectorItem]): return [ PointStruct( - id=item["id"], - vector=item["vector"], - payload={"text": item["text"], "metadata": item["metadata"]}, + id=item['id'], + vector=item['vector'], + payload={'text': item['text'], 'metadata': item['metadata']}, ) for item in items ] def has_collection(self, collection_name: str) -> bool: - return self.client.collection_exists( - f"{self.collection_prefix}_{collection_name}" - ) + return self.client.collection_exists(f'{self.collection_prefix}_{collection_name}') def delete_collection(self, collection_name: str): - return self.client.delete_collection( - collection_name=f"{self.collection_prefix}_{collection_name}" - ) + return self.client.delete_collection(collection_name=f'{self.collection_prefix}_{collection_name}') def search( self, @@ -156,7 +154,7 @@ class QdrantClient(VectorDBBase): limit = NO_LIMIT # otherwise qdrant would set limit to 10! query_response = self.client.query_points( - collection_name=f"{self.collection_prefix}_{collection_name}", + collection_name=f'{self.collection_prefix}_{collection_name}', query=vectors[0], limit=limit, ) @@ -180,13 +178,11 @@ class QdrantClient(VectorDBBase): field_conditions = [] for key, value in filter.items(): field_conditions.append( - models.FieldCondition( - key=f"metadata.{key}", match=models.MatchValue(value=value) - ) + models.FieldCondition(key=f'metadata.{key}', match=models.MatchValue(value=value)) ) points = self.client.scroll( - collection_name=f"{self.collection_prefix}_{collection_name}", + collection_name=f'{self.collection_prefix}_{collection_name}', scroll_filter=models.Filter(should=field_conditions), limit=limit, ) @@ -198,22 +194,22 @@ class QdrantClient(VectorDBBase): def get(self, collection_name: str) -> Optional[GetResult]: # Get all the items in the collection. points = self.client.scroll( - collection_name=f"{self.collection_prefix}_{collection_name}", + collection_name=f'{self.collection_prefix}_{collection_name}', limit=NO_LIMIT, # otherwise qdrant would set limit to 10! ) return self._result_to_get_result(points[0]) def insert(self, collection_name: str, items: list[VectorItem]): # Insert the items into the collection, if the collection does not exist, it will be created. - self._create_collection_if_not_exists(collection_name, len(items[0]["vector"])) + self._create_collection_if_not_exists(collection_name, len(items[0]['vector'])) points = self._create_points(items) - self.client.upload_points(f"{self.collection_prefix}_{collection_name}", points) + self.client.upload_points(f'{self.collection_prefix}_{collection_name}', points) def upsert(self, collection_name: str, items: list[VectorItem]): # Update the items in the collection, if the items are not present, insert them. If the collection does not exist, it will be created. - self._create_collection_if_not_exists(collection_name, len(items[0]["vector"])) + self._create_collection_if_not_exists(collection_name, len(items[0]['vector'])) points = self._create_points(items) - return self.client.upsert(f"{self.collection_prefix}_{collection_name}", points) + return self.client.upsert(f'{self.collection_prefix}_{collection_name}', points) def delete( self, @@ -226,26 +222,28 @@ class QdrantClient(VectorDBBase): if ids: for id_value in ids: - field_conditions.append( - models.FieldCondition( - key="metadata.id", - match=models.MatchValue(value=id_value), + ( + field_conditions.append( + models.FieldCondition( + key='metadata.id', + match=models.MatchValue(value=id_value), + ), ), - ), + ) elif filter: for key, value in filter.items(): - field_conditions.append( - models.FieldCondition( - key=f"metadata.{key}", - match=models.MatchValue(value=value), + ( + field_conditions.append( + models.FieldCondition( + key=f'metadata.{key}', + match=models.MatchValue(value=value), + ), ), - ), + ) return self.client.delete( - collection_name=f"{self.collection_prefix}_{collection_name}", - points_selector=models.FilterSelector( - filter=models.Filter(must=field_conditions) - ), + collection_name=f'{self.collection_prefix}_{collection_name}', + points_selector=models.FilterSelector(filter=models.Filter(must=field_conditions)), ) def reset(self): diff --git a/backend/open_webui/retrieval/vector/dbs/qdrant_multitenancy.py b/backend/open_webui/retrieval/vector/dbs/qdrant_multitenancy.py index f87f85a23b..c3c2ba41d0 100644 --- a/backend/open_webui/retrieval/vector/dbs/qdrant_multitenancy.py +++ b/backend/open_webui/retrieval/vector/dbs/qdrant_multitenancy.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + import logging from typing import Optional, Tuple, List, Dict, Any from urllib.parse import urlparse @@ -25,22 +29,18 @@ from qdrant_client.http.models import PointStruct from qdrant_client.models import models NO_LIMIT = 999999999 -TENANT_ID_FIELD = "tenant_id" +TENANT_ID_FIELD = 'tenant_id' DEFAULT_DIMENSION = 384 log = logging.getLogger(__name__) def _tenant_filter(tenant_id: str) -> models.FieldCondition: - return models.FieldCondition( - key=TENANT_ID_FIELD, match=models.MatchValue(value=tenant_id) - ) + return models.FieldCondition(key=TENANT_ID_FIELD, match=models.MatchValue(value=tenant_id)) def _metadata_filter(key: str, value: Any) -> models.FieldCondition: - return models.FieldCondition( - key=f"metadata.{key}", match=models.MatchValue(value=value) - ) + return models.FieldCondition(key=f'metadata.{key}', match=models.MatchValue(value=value)) class QdrantClient(VectorDBBase): @@ -55,9 +55,7 @@ class QdrantClient(VectorDBBase): self.QDRANT_HNSW_M = QDRANT_HNSW_M if not self.QDRANT_URI: - raise ValueError( - "QDRANT_URI is not set. Please configure it in the environment variables." - ) + raise ValueError('QDRANT_URI is not set. Please configure it in the environment variables.') # Unified handling for either scheme parsed = urlparse(self.QDRANT_URI) @@ -82,19 +80,19 @@ class QdrantClient(VectorDBBase): ) # Main collection types for multi-tenancy - self.MEMORY_COLLECTION = f"{self.collection_prefix}_memories" - self.KNOWLEDGE_COLLECTION = f"{self.collection_prefix}_knowledge" - self.FILE_COLLECTION = f"{self.collection_prefix}_files" - self.WEB_SEARCH_COLLECTION = f"{self.collection_prefix}_web-search" - self.HASH_BASED_COLLECTION = f"{self.collection_prefix}_hash-based" + self.MEMORY_COLLECTION = f'{self.collection_prefix}_memories' + self.KNOWLEDGE_COLLECTION = f'{self.collection_prefix}_knowledge' + self.FILE_COLLECTION = f'{self.collection_prefix}_files' + self.WEB_SEARCH_COLLECTION = f'{self.collection_prefix}_web-search' + self.HASH_BASED_COLLECTION = f'{self.collection_prefix}_hash-based' def _result_to_get_result(self, points) -> GetResult: ids, documents, metadatas = [], [], [] for point in points: payload = point.payload ids.append(point.id) - documents.append(payload["text"]) - metadatas.append(payload["metadata"]) + documents.append(payload['text']) + metadatas.append(payload['metadata']) return GetResult(ids=[ids], documents=[documents], metadatas=[metadatas]) def _get_collection_and_tenant_id(self, collection_name: str) -> Tuple[str, str]: @@ -114,29 +112,25 @@ class QdrantClient(VectorDBBase): # Check for user memory collections tenant_id = collection_name - if collection_name.startswith("user-memory-"): + if collection_name.startswith('user-memory-'): return self.MEMORY_COLLECTION, tenant_id # Check for file collections - elif collection_name.startswith("file-"): + elif collection_name.startswith('file-'): return self.FILE_COLLECTION, tenant_id # Check for web search collections - elif collection_name.startswith("web-search-"): + elif collection_name.startswith('web-search-'): return self.WEB_SEARCH_COLLECTION, tenant_id # Handle hash-based collections (YouTube and web URLs) - elif len(collection_name) == 63 and all( - c in "0123456789abcdef" for c in collection_name - ): + elif len(collection_name) == 63 and all(c in '0123456789abcdef' for c in collection_name): return self.HASH_BASED_COLLECTION, tenant_id else: return self.KNOWLEDGE_COLLECTION, tenant_id - def _create_multi_tenant_collection( - self, mt_collection_name: str, dimension: int = DEFAULT_DIMENSION - ): + def _create_multi_tenant_collection(self, mt_collection_name: str, dimension: int = DEFAULT_DIMENSION): """ Creates a collection with multi-tenancy configuration and payload indexes for tenant_id and metadata fields. """ @@ -154,9 +148,7 @@ class QdrantClient(VectorDBBase): m=0, ), ) - log.info( - f"Multi-tenant collection {mt_collection_name} created with dimension {dimension}!" - ) + log.info(f'Multi-tenant collection {mt_collection_name} created with dimension {dimension}!') self.client.create_payload_index( collection_name=mt_collection_name, @@ -168,7 +160,7 @@ class QdrantClient(VectorDBBase): ), ) - for field in ("metadata.hash", "metadata.file_id"): + for field in ('metadata.hash', 'metadata.file_id'): self.client.create_payload_index( collection_name=mt_collection_name, field_name=field, @@ -178,28 +170,24 @@ class QdrantClient(VectorDBBase): ), ) - def _create_points( - self, items: List[VectorItem], tenant_id: str - ) -> List[PointStruct]: + def _create_points(self, items: List[VectorItem], tenant_id: str) -> List[PointStruct]: """ Create point structs from vector items with tenant ID. """ return [ PointStruct( - id=item["id"], - vector=item["vector"], + id=item['id'], + vector=item['vector'], payload={ - "text": item["text"], - "metadata": item["metadata"], + 'text': item['text'], + 'metadata': item['metadata'], TENANT_ID_FIELD: tenant_id, }, ) for item in items ] - def _ensure_collection( - self, mt_collection_name: str, dimension: int = DEFAULT_DIMENSION - ): + def _ensure_collection(self, mt_collection_name: str, dimension: int = DEFAULT_DIMENSION): """ Ensure the collection exists and payload indexes are created for tenant_id and metadata fields. """ @@ -242,15 +230,13 @@ class QdrantClient(VectorDBBase): must_conditions = [_tenant_filter(tenant_id)] should_conditions = [] if ids: - should_conditions = [_metadata_filter("id", id_value) for id_value in ids] + should_conditions = [_metadata_filter('id', id_value) for id_value in ids] elif filter: must_conditions += [_metadata_filter(k, v) for k, v in filter.items()] return self.client.delete( collection_name=mt_collection, - points_selector=models.FilterSelector( - filter=models.Filter(must=must_conditions, should=should_conditions) - ), + points_selector=models.FilterSelector(filter=models.Filter(must=must_conditions, should=should_conditions)), ) def search( @@ -285,9 +271,7 @@ class QdrantClient(VectorDBBase): distances=[[(point.score + 1.0) / 2.0 for point in query_response.points]], ) - def query( - self, collection_name: str, filter: Dict[str, Any], limit: Optional[int] = None - ): + def query(self, collection_name: str, filter: Dict[str, Any], limit: Optional[int] = None): """ Query points with filters and tenant isolation. """ @@ -334,7 +318,7 @@ class QdrantClient(VectorDBBase): if not self.client or not items: return None mt_collection, tenant_id = self._get_collection_and_tenant_id(collection_name) - dimension = len(items[0]["vector"]) + dimension = len(items[0]['vector']) self._ensure_collection(mt_collection, dimension) points = self._create_points(items, tenant_id) self.client.upload_points(mt_collection, points) @@ -368,7 +352,5 @@ class QdrantClient(VectorDBBase): return None self.client.delete( collection_name=mt_collection, - points_selector=models.FilterSelector( - filter=models.Filter(must=[_tenant_filter(tenant_id)]) - ), + points_selector=models.FilterSelector(filter=models.Filter(must=[_tenant_filter(tenant_id)])), ) diff --git a/backend/open_webui/retrieval/vector/dbs/s3vector.py b/backend/open_webui/retrieval/vector/dbs/s3vector.py index 96e487f111..8877d206e6 100644 --- a/backend/open_webui/retrieval/vector/dbs/s3vector.py +++ b/backend/open_webui/retrieval/vector/dbs/s3vector.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + from open_webui.retrieval.vector.utils import process_metadata from open_webui.retrieval.vector.main import ( VectorDBBase, @@ -24,18 +28,16 @@ class S3VectorClient(VectorDBBase): # Simple validation - log warnings instead of raising exceptions if not self.bucket_name: - log.warning("S3_VECTOR_BUCKET_NAME not set - S3Vector will not work") + log.warning('S3_VECTOR_BUCKET_NAME not set - S3Vector will not work') if not self.region: - log.warning("S3_VECTOR_REGION not set - S3Vector will not work") + log.warning('S3_VECTOR_REGION not set - S3Vector will not work') if self.bucket_name and self.region: try: - self.client = boto3.client("s3vectors", region_name=self.region) - log.info( - f"S3Vector client initialized for bucket '{self.bucket_name}' in region '{self.region}'" - ) + self.client = boto3.client('s3vectors', region_name=self.region) + log.info(f"S3Vector client initialized for bucket '{self.bucket_name}' in region '{self.region}'") except Exception as e: - log.error(f"Failed to initialize S3Vector client: {e}") + log.error(f'Failed to initialize S3Vector client: {e}') self.client = None else: self.client = None @@ -44,8 +46,8 @@ class S3VectorClient(VectorDBBase): self, index_name: str, dimension: int, - data_type: str = "float32", - distance_metric: str = "cosine", + data_type: str = 'float32', + distance_metric: str = 'cosine', ) -> None: """ Create a new index in the S3 vector bucket for the given collection if it does not exist. @@ -61,17 +63,18 @@ class S3VectorClient(VectorDBBase): dataType=data_type, dimension=dimension, distanceMetric=distance_metric, + metadataConfiguration={ + 'nonFilterableMetadataKeys': [ + 'text', + ] + }, ) - log.info( - f"Created S3 index: {index_name} (dim={dimension}, type={data_type}, metric={distance_metric})" - ) + log.info(f'Created S3 index: {index_name} (dim={dimension}, type={data_type}, metric={distance_metric})') except Exception as e: log.error(f"Error creating S3 index '{index_name}': {e}") raise - def _filter_metadata( - self, metadata: Dict[str, Any], item_id: str - ) -> Dict[str, Any]: + def _filter_metadata(self, metadata: Dict[str, Any], item_id: str) -> Dict[str, Any]: """ Filter vector metadata keys to comply with S3 Vector API limit of 10 keys maximum. """ @@ -80,16 +83,16 @@ class S3VectorClient(VectorDBBase): # Keep only the first 10 keys, prioritizing important ones based on actual Open WebUI metadata important_keys = [ - "text", # The actual document content - "file_id", # File ID - "source", # Document source file - "title", # Document title - "page", # Page number - "total_pages", # Total pages in document - "embedding_config", # Embedding configuration - "created_by", # User who created it - "name", # Document name - "hash", # Content hash + 'text', # The actual document content + 'file_id', # File ID + 'source', # Document source file + 'title', # Document title + 'page', # Page number + 'total_pages', # Total pages in document + 'embedding_config', # Embedding configuration + 'created_by', # User who created it + 'name', # Document name + 'hash', # Content hash ] filtered_metadata = {} @@ -108,9 +111,7 @@ class S3VectorClient(VectorDBBase): if len(filtered_metadata) >= 10: break - log.warning( - f"Metadata for key '{item_id}' had {len(metadata)} keys, limited to 10 keys" - ) + log.warning(f"Metadata for key '{item_id}' had {len(metadata)} keys, limited to 10 keys") return filtered_metadata def has_collection(self, collection_name: str) -> bool: @@ -119,9 +120,7 @@ class S3VectorClient(VectorDBBase): This avoids pagination issues with list_indexes() and is significantly faster. """ try: - self.client.get_index( - vectorBucketName=self.bucket_name, indexName=collection_name - ) + self.client.get_index(vectorBucketName=self.bucket_name, indexName=collection_name) return True except Exception as e: log.error(f"Error checking if index '{collection_name}' exists: {e}") @@ -133,16 +132,12 @@ class S3VectorClient(VectorDBBase): """ if not self.has_collection(collection_name): - log.warning( - f"Collection '{collection_name}' does not exist, nothing to delete" - ) + log.warning(f"Collection '{collection_name}' does not exist, nothing to delete") return try: log.info(f"Deleting collection '{collection_name}'") - self.client.delete_index( - vectorBucketName=self.bucket_name, indexName=collection_name - ) + self.client.delete_index(vectorBucketName=self.bucket_name, indexName=collection_name) log.info(f"Successfully deleted collection '{collection_name}'") except Exception as e: log.error(f"Error deleting collection '{collection_name}': {e}") @@ -153,10 +148,10 @@ class S3VectorClient(VectorDBBase): Insert vector items into the S3 Vector index. Create index if it does not exist. """ if not items: - log.warning("No items to insert") + log.warning('No items to insert') return - dimension = len(items[0]["vector"]) + dimension = len(items[0]['vector']) try: if not self.has_collection(collection_name): @@ -164,36 +159,36 @@ class S3VectorClient(VectorDBBase): self._create_index( index_name=collection_name, dimension=dimension, - data_type="float32", - distance_metric="cosine", + data_type='float32', + distance_metric='cosine', ) # Prepare vectors for insertion vectors = [] for item in items: # Ensure vector data is in the correct format for S3 Vector API - vector_data = item["vector"] + vector_data = item['vector'] if isinstance(vector_data, list): # Convert list to float32 values as required by S3 Vector API vector_data = [float(x) for x in vector_data] # Prepare metadata, ensuring the text field is preserved - metadata = item.get("metadata", {}).copy() + metadata = item.get('metadata', {}).copy() # Add the text field to metadata so it's available for retrieval - metadata["text"] = item["text"] + metadata['text'] = item['text'] # Convert metadata to string format for consistency metadata = process_metadata(metadata) # Filter metadata to comply with S3 Vector API limit of 10 keys - metadata = self._filter_metadata(metadata, item["id"]) + metadata = self._filter_metadata(metadata, item['id']) vectors.append( { - "key": item["id"], - "data": {"float32": vector_data}, - "metadata": metadata, + 'key': item['id'], + 'data': {'float32': vector_data}, + 'metadata': metadata, } ) @@ -206,15 +201,11 @@ class S3VectorClient(VectorDBBase): indexName=collection_name, vectors=batch, ) - log.info( - f"Inserted batch {i//batch_size + 1}: {len(batch)} vectors into index '{collection_name}'." - ) + log.info(f"Inserted batch {i // batch_size + 1}: {len(batch)} vectors into index '{collection_name}'.") - log.info( - f"Completed insertion of {len(vectors)} vectors into index '{collection_name}'." - ) + log.info(f"Completed insertion of {len(vectors)} vectors into index '{collection_name}'.") except Exception as e: - log.error(f"Error inserting vectors: {e}") + log.error(f'Error inserting vectors: {e}') raise def upsert(self, collection_name: str, items: List[VectorItem]) -> None: @@ -222,49 +213,47 @@ class S3VectorClient(VectorDBBase): Insert or update vector items in the S3 Vector index. Create index if it does not exist. """ if not items: - log.warning("No items to upsert") + log.warning('No items to upsert') return - dimension = len(items[0]["vector"]) - log.info(f"Upsert dimension: {dimension}") + dimension = len(items[0]['vector']) + log.info(f'Upsert dimension: {dimension}') try: if not self.has_collection(collection_name): - log.info( - f"Index '{collection_name}' does not exist. Creating index for upsert." - ) + log.info(f"Index '{collection_name}' does not exist. Creating index for upsert.") self._create_index( index_name=collection_name, dimension=dimension, - data_type="float32", - distance_metric="cosine", + data_type='float32', + distance_metric='cosine', ) # Prepare vectors for upsert vectors = [] for item in items: # Ensure vector data is in the correct format for S3 Vector API - vector_data = item["vector"] + vector_data = item['vector'] if isinstance(vector_data, list): # Convert list to float32 values as required by S3 Vector API vector_data = [float(x) for x in vector_data] # Prepare metadata, ensuring the text field is preserved - metadata = item.get("metadata", {}).copy() + metadata = item.get('metadata', {}).copy() # Add the text field to metadata so it's available for retrieval - metadata["text"] = item["text"] + metadata['text'] = item['text'] # Convert metadata to string format for consistency metadata = process_metadata(metadata) # Filter metadata to comply with S3 Vector API limit of 10 keys - metadata = self._filter_metadata(metadata, item["id"]) + metadata = self._filter_metadata(metadata, item['id']) vectors.append( { - "key": item["id"], - "data": {"float32": vector_data}, - "metadata": metadata, + 'key': item['id'], + 'data': {'float32': vector_data}, + 'metadata': metadata, } ) @@ -274,12 +263,10 @@ class S3VectorClient(VectorDBBase): batch = vectors[i : i + batch_size] if i == 0: # Log sample info for first batch only log.info( - f"Upserting batch 1: {len(batch)} vectors. First vector sample: key={batch[0]['key']}, data_type={type(batch[0]['data']['float32'])}, data_len={len(batch[0]['data']['float32'])}" + f'Upserting batch 1: {len(batch)} vectors. First vector sample: key={batch[0]["key"]}, data_type={type(batch[0]["data"]["float32"])}, data_len={len(batch[0]["data"]["float32"])}' ) else: - log.info( - f"Upserting batch {i//batch_size + 1}: {len(batch)} vectors." - ) + log.info(f'Upserting batch {i // batch_size + 1}: {len(batch)} vectors.') self.client.put_vectors( vectorBucketName=self.bucket_name, @@ -287,11 +274,9 @@ class S3VectorClient(VectorDBBase): vectors=batch, ) - log.info( - f"Completed upsert of {len(vectors)} vectors into index '{collection_name}'." - ) + log.info(f"Completed upsert of {len(vectors)} vectors into index '{collection_name}'.") except Exception as e: - log.error(f"Error upserting vectors: {e}") + log.error(f'Error upserting vectors: {e}') raise def search( @@ -310,13 +295,11 @@ class S3VectorClient(VectorDBBase): return None if not vectors: - log.warning("No query vectors provided") + log.warning('No query vectors provided') return None try: - log.info( - f"Searching collection '{collection_name}' with {len(vectors)} query vectors, limit={limit}" - ) + log.info(f"Searching collection '{collection_name}' with {len(vectors)} query vectors, limit={limit}") # Initialize result lists all_ids = [] @@ -326,10 +309,10 @@ class S3VectorClient(VectorDBBase): # Process each query vector for i, query_vector in enumerate(vectors): - log.debug(f"Processing query vector {i+1}/{len(vectors)}") + log.debug(f'Processing query vector {i + 1}/{len(vectors)}') # Prepare the query vector in S3 Vector format - query_vector_dict = {"float32": [float(x) for x in query_vector]} + query_vector_dict = {'float32': [float(x) for x in query_vector]} # Call S3 Vector query API response = self.client.query_vectors( @@ -347,24 +330,22 @@ class S3VectorClient(VectorDBBase): query_metadatas = [] query_distances = [] - result_vectors = response.get("vectors", []) + result_vectors = response.get('vectors', []) for vector in result_vectors: - vector_id = vector.get("key") - vector_metadata = vector.get("metadata", {}) - vector_distance = vector.get("distance", 0.0) + vector_id = vector.get('key') + vector_metadata = vector.get('metadata', {}) + vector_distance = vector.get('distance', 0.0) # Extract document text from metadata - document_text = "" + document_text = '' if isinstance(vector_metadata, dict): # Get the text field first (highest priority) - document_text = vector_metadata.get("text") + document_text = vector_metadata.get('text') if not document_text: # Fallback to other possible text fields document_text = ( - vector_metadata.get("content") - or vector_metadata.get("document") - or vector_id + vector_metadata.get('content') or vector_metadata.get('document') or vector_id ) else: document_text = vector_id @@ -380,7 +361,7 @@ class S3VectorClient(VectorDBBase): all_metadatas.append(query_metadatas) all_distances.append(query_distances) - log.info(f"Search completed. Found results for {len(all_ids)} queries") + log.info(f'Search completed. Found results for {len(all_ids)} queries') # Return SearchResult format return SearchResult( @@ -393,24 +374,20 @@ class S3VectorClient(VectorDBBase): except Exception as e: log.error(f"Error searching collection '{collection_name}': {str(e)}") # Handle specific AWS exceptions - if hasattr(e, "response") and "Error" in e.response: - error_code = e.response["Error"]["Code"] - if error_code == "NotFoundException": + if hasattr(e, 'response') and 'Error' in e.response: + error_code = e.response['Error']['Code'] + if error_code == 'NotFoundException': log.warning(f"Collection '{collection_name}' not found") return None - elif error_code == "ValidationException": - log.error(f"Invalid query vector dimensions or parameters") + elif error_code == 'ValidationException': + log.error(f'Invalid query vector dimensions or parameters') return None - elif error_code == "AccessDeniedException": - log.error( - f"Access denied for collection '{collection_name}'. Check permissions." - ) + elif error_code == 'AccessDeniedException': + log.error(f"Access denied for collection '{collection_name}'. Check permissions.") return None raise - def query( - self, collection_name: str, filter: Dict, limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: Dict, limit: Optional[int] = None) -> Optional[GetResult]: """ Query vectors from a collection using metadata filter. """ @@ -420,7 +397,7 @@ class S3VectorClient(VectorDBBase): return GetResult(ids=[[]], documents=[[]], metadatas=[[]]) if not filter: - log.warning("No filter provided, returning all vectors") + log.warning('No filter provided, returning all vectors') return self.get(collection_name) try: @@ -434,17 +411,13 @@ class S3VectorClient(VectorDBBase): all_vectors_result = self.get(collection_name) if not all_vectors_result or not all_vectors_result.ids: - log.warning("No vectors found in collection") + log.warning('No vectors found in collection') return GetResult(ids=[[]], documents=[[]], metadatas=[[]]) # Extract the lists from the result all_ids = all_vectors_result.ids[0] if all_vectors_result.ids else [] - all_documents = ( - all_vectors_result.documents[0] if all_vectors_result.documents else [] - ) - all_metadatas = ( - all_vectors_result.metadatas[0] if all_vectors_result.metadatas else [] - ) + all_documents = all_vectors_result.documents[0] if all_vectors_result.documents else [] + all_metadatas = all_vectors_result.metadatas[0] if all_vectors_result.metadatas else [] # Apply client-side filtering filtered_ids = [] @@ -463,9 +436,7 @@ class S3VectorClient(VectorDBBase): if limit and len(filtered_ids) >= limit: break - log.info( - f"Filter applied: {len(filtered_ids)} vectors match out of {len(all_ids)} total" - ) + log.info(f'Filter applied: {len(filtered_ids)} vectors match out of {len(all_ids)} total') # Return GetResult format if filtered_ids: @@ -480,15 +451,13 @@ class S3VectorClient(VectorDBBase): except Exception as e: log.error(f"Error querying collection '{collection_name}': {str(e)}") # Handle specific AWS exceptions - if hasattr(e, "response") and "Error" in e.response: - error_code = e.response["Error"]["Code"] - if error_code == "NotFoundException": + if hasattr(e, 'response') and 'Error' in e.response: + error_code = e.response['Error']['Code'] + if error_code == 'NotFoundException': log.warning(f"Collection '{collection_name}' not found") return GetResult(ids=[[]], documents=[[]], metadatas=[[]]) - elif error_code == "AccessDeniedException": - log.error( - f"Access denied for collection '{collection_name}'. Check permissions." - ) + elif error_code == 'AccessDeniedException': + log.error(f"Access denied for collection '{collection_name}'. Check permissions.") return GetResult(ids=[[]], documents=[[]], metadatas=[[]]) raise @@ -515,47 +484,43 @@ class S3VectorClient(VectorDBBase): while True: # Prepare request parameters request_params = { - "vectorBucketName": self.bucket_name, - "indexName": collection_name, - "returnData": False, # Don't include vector data (not needed for get) - "returnMetadata": True, # Include metadata - "maxResults": 500, # Use reasonable page size + 'vectorBucketName': self.bucket_name, + 'indexName': collection_name, + 'returnData': False, # Don't include vector data (not needed for get) + 'returnMetadata': True, # Include metadata + 'maxResults': 500, # Use reasonable page size } if next_token: - request_params["nextToken"] = next_token + request_params['nextToken'] = next_token # Call S3 Vector API response = self.client.list_vectors(**request_params) # Process vectors in this page - vectors = response.get("vectors", []) + vectors = response.get('vectors', []) for vector in vectors: - vector_id = vector.get("key") - vector_data = vector.get("data", {}) - vector_metadata = vector.get("metadata", {}) + vector_id = vector.get('key') + vector_data = vector.get('data', {}) + vector_metadata = vector.get('metadata', {}) # Extract the actual vector array - vector_array = vector_data.get("float32", []) + vector_array = vector_data.get('float32', []) # For documents, we try to extract text from metadata or use the vector ID - document_text = "" + document_text = '' if isinstance(vector_metadata, dict): # Get the text field first (highest priority) - document_text = vector_metadata.get("text") + document_text = vector_metadata.get('text') if not document_text: # Fallback to other possible text fields document_text = ( - vector_metadata.get("content") - or vector_metadata.get("document") - or vector_id + vector_metadata.get('content') or vector_metadata.get('document') or vector_id ) # Log the actual content for debugging - log.debug( - f"Document text preview (first 200 chars): {str(document_text)[:200]}" - ) + log.debug(f'Document text preview (first 200 chars): {str(document_text)[:200]}') else: document_text = vector_id @@ -564,37 +529,29 @@ class S3VectorClient(VectorDBBase): all_metadatas.append(vector_metadata) # Check if there are more pages - next_token = response.get("nextToken") + next_token = response.get('nextToken') if not next_token: break - log.info( - f"Retrieved {len(all_ids)} vectors from collection '{collection_name}'" - ) + log.info(f"Retrieved {len(all_ids)} vectors from collection '{collection_name}'") # Return in GetResult format # The Open WebUI GetResult expects lists of lists, so we wrap each list if all_ids: - return GetResult( - ids=[all_ids], documents=[all_documents], metadatas=[all_metadatas] - ) + return GetResult(ids=[all_ids], documents=[all_documents], metadatas=[all_metadatas]) else: return GetResult(ids=[[]], documents=[[]], metadatas=[[]]) except Exception as e: - log.error( - f"Error retrieving vectors from collection '{collection_name}': {str(e)}" - ) + log.error(f"Error retrieving vectors from collection '{collection_name}': {str(e)}") # Handle specific AWS exceptions - if hasattr(e, "response") and "Error" in e.response: - error_code = e.response["Error"]["Code"] - if error_code == "NotFoundException": + if hasattr(e, 'response') and 'Error' in e.response: + error_code = e.response['Error']['Code'] + if error_code == 'NotFoundException': log.warning(f"Collection '{collection_name}' not found") return GetResult(ids=[[]], documents=[[]], metadatas=[[]]) - elif error_code == "AccessDeniedException": - log.error( - f"Access denied for collection '{collection_name}'. Check permissions." - ) + elif error_code == 'AccessDeniedException': + log.error(f"Access denied for collection '{collection_name}'. Check permissions.") return GetResult(ids=[[]], documents=[[]], metadatas=[[]]) raise @@ -609,20 +566,16 @@ class S3VectorClient(VectorDBBase): """ if not self.has_collection(collection_name): - log.warning( - f"Collection '{collection_name}' does not exist, nothing to delete" - ) + log.warning(f"Collection '{collection_name}' does not exist, nothing to delete") return # Check if this is a knowledge collection (not file-specific) - is_knowledge_collection = not collection_name.startswith("file-") + is_knowledge_collection = not collection_name.startswith('file-') try: if ids: # Delete by specific vector IDs/keys - log.info( - f"Deleting {len(ids)} vectors by IDs from collection '{collection_name}'" - ) + log.info(f"Deleting {len(ids)} vectors by IDs from collection '{collection_name}'") self.client.delete_vectors( vectorBucketName=self.bucket_name, indexName=collection_name, @@ -632,15 +585,13 @@ class S3VectorClient(VectorDBBase): elif filter: # Handle filter-based deletion - log.info( - f"Deleting vectors by filter from collection '{collection_name}': {filter}" - ) + log.info(f"Deleting vectors by filter from collection '{collection_name}': {filter}") # If this is a knowledge collection and we have a file_id filter, # also clean up the corresponding file-specific collection - if is_knowledge_collection and "file_id" in filter: - file_id = filter["file_id"] - file_collection_name = f"file-{file_id}" + if is_knowledge_collection and 'file_id' in filter: + file_id = filter['file_id'] + file_collection_name = f'file-{file_id}' if self.has_collection(file_collection_name): log.info( f"Found related file-specific collection '{file_collection_name}', deleting it to prevent duplicates" @@ -652,9 +603,7 @@ class S3VectorClient(VectorDBBase): query_result = self.query(collection_name, filter) if query_result and query_result.ids and query_result.ids[0]: matching_ids = query_result.ids[0] - log.info( - f"Found {len(matching_ids)} vectors matching filter, deleting them" - ) + log.info(f'Found {len(matching_ids)} vectors matching filter, deleting them') # Delete the matching vectors by ID self.client.delete_vectors( @@ -662,17 +611,13 @@ class S3VectorClient(VectorDBBase): indexName=collection_name, keys=matching_ids, ) - log.info( - f"Deleted {len(matching_ids)} vectors from index '{collection_name}' using filter" - ) + log.info(f"Deleted {len(matching_ids)} vectors from index '{collection_name}' using filter") else: - log.warning("No vectors found matching the filter criteria") + log.warning('No vectors found matching the filter criteria') else: - log.warning("No IDs or filter provided for deletion") + log.warning('No IDs or filter provided for deletion') except Exception as e: - log.error( - f"Error deleting vectors from collection '{collection_name}': {e}" - ) + log.error(f"Error deleting vectors from collection '{collection_name}': {e}") raise def reset(self) -> None: @@ -681,36 +626,32 @@ class S3VectorClient(VectorDBBase): """ try: - log.warning( - "Reset called - this will delete all vector indexes in the S3 bucket" - ) + log.warning('Reset called - this will delete all vector indexes in the S3 bucket') # List all indexes response = self.client.list_indexes(vectorBucketName=self.bucket_name) - indexes = response.get("indexes", []) + indexes = response.get('indexes', []) if not indexes: - log.warning("No indexes found to delete") + log.warning('No indexes found to delete') return # Delete all indexes deleted_count = 0 for index in indexes: - index_name = index.get("indexName") + index_name = index.get('indexName') if index_name: try: - self.client.delete_index( - vectorBucketName=self.bucket_name, indexName=index_name - ) + self.client.delete_index(vectorBucketName=self.bucket_name, indexName=index_name) deleted_count += 1 - log.info(f"Deleted index: {index_name}") + log.info(f'Deleted index: {index_name}') except Exception as e: log.error(f"Error deleting index '{index_name}': {e}") - log.info(f"Reset completed: deleted {deleted_count} indexes") + log.info(f'Reset completed: deleted {deleted_count} indexes') except Exception as e: - log.error(f"Error during reset: {e}") + log.error(f'Error during reset: {e}') raise def _matches_filter(self, metadata: Dict[str, Any], filter: Dict[str, Any]) -> bool: @@ -723,15 +664,15 @@ class S3VectorClient(VectorDBBase): # Check each filter condition for key, expected_value in filter.items(): # Handle special operators - if key.startswith("$"): - if key == "$and": + if key.startswith('$'): + if key == '$and': # All conditions must match if not isinstance(expected_value, list): continue for condition in expected_value: if not self._matches_filter(metadata, condition): return False - elif key == "$or": + elif key == '$or': # At least one condition must match if not isinstance(expected_value, list): continue @@ -751,22 +692,19 @@ class S3VectorClient(VectorDBBase): if isinstance(expected_value, dict): # Handle comparison operators for op, op_value in expected_value.items(): - if op == "$eq": + if op == '$eq': if actual_value != op_value: return False - elif op == "$ne": + elif op == '$ne': if actual_value == op_value: return False - elif op == "$in": - if ( - not isinstance(op_value, list) - or actual_value not in op_value - ): + elif op == '$in': + if not isinstance(op_value, list) or actual_value not in op_value: return False - elif op == "$nin": + elif op == '$nin': if isinstance(op_value, list) and actual_value in op_value: return False - elif op == "$exists": + elif op == '$exists': if bool(op_value) != (key in metadata): return False # Add more operators as needed diff --git a/backend/open_webui/retrieval/vector/dbs/weaviate.py b/backend/open_webui/retrieval/vector/dbs/weaviate.py index dcc648c788..2cf4c135c5 100644 --- a/backend/open_webui/retrieval/vector/dbs/weaviate.py +++ b/backend/open_webui/retrieval/vector/dbs/weaviate.py @@ -1,3 +1,7 @@ +""" +NOTE: This vector database integration is community-supported and maintained on a best-effort basis. +""" + import weaviate import re import uuid @@ -56,47 +60,43 @@ class WeaviateClient(VectorDBBase): try: # Build connection parameters connection_params = { - "http_host": WEAVIATE_HTTP_HOST, - "http_port": WEAVIATE_HTTP_PORT, - "http_secure": WEAVIATE_HTTP_SECURE, - "grpc_host": WEAVIATE_GRPC_HOST, - "grpc_port": WEAVIATE_GRPC_PORT, - "grpc_secure": WEAVIATE_GRPC_SECURE, - "skip_init_checks": WEAVIATE_SKIP_INIT_CHECKS, + 'http_host': WEAVIATE_HTTP_HOST, + 'http_port': WEAVIATE_HTTP_PORT, + 'http_secure': WEAVIATE_HTTP_SECURE, + 'grpc_host': WEAVIATE_GRPC_HOST, + 'grpc_port': WEAVIATE_GRPC_PORT, + 'grpc_secure': WEAVIATE_GRPC_SECURE, + 'skip_init_checks': WEAVIATE_SKIP_INIT_CHECKS, } # Only add auth_credentials if WEAVIATE_API_KEY exists and is not empty if WEAVIATE_API_KEY: - connection_params["auth_credentials"] = ( - weaviate.classes.init.Auth.api_key(WEAVIATE_API_KEY) - ) + connection_params['auth_credentials'] = weaviate.classes.init.Auth.api_key(WEAVIATE_API_KEY) self.client = weaviate.connect_to_custom(**connection_params) self.client.connect() except Exception as e: - raise ConnectionError(f"Failed to connect to Weaviate: {e}") from e + raise ConnectionError(f'Failed to connect to Weaviate: {e}') from e def _sanitize_collection_name(self, collection_name: str) -> str: """Sanitize collection name to be a valid Weaviate class name.""" if not isinstance(collection_name, str) or not collection_name.strip(): - raise ValueError("Collection name must be a non-empty string") + raise ValueError('Collection name must be a non-empty string') # Requirements for a valid Weaviate class name: # The collection name must begin with a capital letter. # The name can only contain letters, numbers, and the underscore (_) character. Spaces are not allowed. # Replace hyphens with underscores and keep only alphanumeric characters - name = re.sub(r"[^a-zA-Z0-9_]", "", collection_name.replace("-", "_")) - name = name.strip("_") + name = re.sub(r'[^a-zA-Z0-9_]', '', collection_name.replace('-', '_')) + name = name.strip('_') if not name: - raise ValueError( - "Could not sanitize collection name to be a valid Weaviate class name" - ) + raise ValueError('Could not sanitize collection name to be a valid Weaviate class name') # Ensure it starts with a letter and is capitalized if not name[0].isalpha(): - name = "C" + name + name = 'C' + name return name[0].upper() + name[1:] @@ -114,9 +114,7 @@ class WeaviateClient(VectorDBBase): name=collection_name, vector_config=weaviate.classes.config.Configure.Vectors.self_provided(), properties=[ - weaviate.classes.config.Property( - name="text", data_type=weaviate.classes.config.DataType.TEXT - ), + weaviate.classes.config.Property(name='text', data_type=weaviate.classes.config.DataType.TEXT), ], ) @@ -129,19 +127,15 @@ class WeaviateClient(VectorDBBase): with collection.batch.fixed_size(batch_size=100) as batch: for item in items: - item_uuid = str(uuid.uuid4()) if not item["id"] else str(item["id"]) + item_uuid = str(uuid.uuid4()) if not item['id'] else str(item['id']) - properties = {"text": item["text"]} - if item["metadata"]: - clean_metadata = _convert_uuids_to_strings( - process_metadata(item["metadata"]) - ) - clean_metadata.pop("text", None) + properties = {'text': item['text']} + if item['metadata']: + clean_metadata = _convert_uuids_to_strings(process_metadata(item['metadata'])) + clean_metadata.pop('text', None) properties.update(clean_metadata) - batch.add_object( - properties=properties, uuid=item_uuid, vector=item["vector"] - ) + batch.add_object(properties=properties, uuid=item_uuid, vector=item['vector']) def upsert(self, collection_name: str, items: List[VectorItem]) -> None: sane_collection_name = self._sanitize_collection_name(collection_name) @@ -152,19 +146,15 @@ class WeaviateClient(VectorDBBase): with collection.batch.fixed_size(batch_size=100) as batch: for item in items: - item_uuid = str(item["id"]) if item["id"] else None + item_uuid = str(item['id']) if item['id'] else None - properties = {"text": item["text"]} - if item["metadata"]: - clean_metadata = _convert_uuids_to_strings( - process_metadata(item["metadata"]) - ) - clean_metadata.pop("text", None) + properties = {'text': item['text']} + if item['metadata']: + clean_metadata = _convert_uuids_to_strings(process_metadata(item['metadata'])) + clean_metadata.pop('text', None) properties.update(clean_metadata) - batch.add_object( - properties=properties, uuid=item_uuid, vector=item["vector"] - ) + batch.add_object(properties=properties, uuid=item_uuid, vector=item['vector']) def search( self, @@ -201,16 +191,12 @@ class WeaviateClient(VectorDBBase): for obj in response.objects: properties = dict(obj.properties) if obj.properties else {} - documents.append(properties.pop("text", "")) + documents.append(properties.pop('text', '')) metadatas.append(_convert_uuids_to_strings(properties)) # Weaviate has cosine distance, 2 (worst) -> 0 (best). Re-ordering to 0 -> 1 raw_distances = [ - ( - obj.metadata.distance - if obj.metadata and obj.metadata.distance - else 2.0 - ) + (obj.metadata.distance if obj.metadata and obj.metadata.distance else 2.0) for obj in response.objects ] distances = [(2 - dist) / 2 for dist in raw_distances] @@ -227,16 +213,14 @@ class WeaviateClient(VectorDBBase): return SearchResult( **{ - "ids": result_ids, - "documents": result_documents, - "metadatas": result_metadatas, - "distances": result_distances, + 'ids': result_ids, + 'documents': result_documents, + 'metadatas': result_metadatas, + 'distances': result_distances, } ) - def query( - self, collection_name: str, filter: Dict, limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: Dict, limit: Optional[int] = None) -> Optional[GetResult]: sane_collection_name = self._sanitize_collection_name(collection_name) if not self.client.collections.exists(sane_collection_name): return None @@ -246,21 +230,15 @@ class WeaviateClient(VectorDBBase): weaviate_filter = None if filter: for key, value in filter.items(): - prop_filter = weaviate.classes.query.Filter.by_property(name=key).equal( - value - ) + prop_filter = weaviate.classes.query.Filter.by_property(name=key).equal(value) weaviate_filter = ( prop_filter if weaviate_filter is None - else weaviate.classes.query.Filter.all_of( - [weaviate_filter, prop_filter] - ) + else weaviate.classes.query.Filter.all_of([weaviate_filter, prop_filter]) ) try: - response = collection.query.fetch_objects( - filters=weaviate_filter, limit=limit - ) + response = collection.query.fetch_objects(filters=weaviate_filter, limit=limit) ids = [str(obj.uuid) for obj in response.objects] documents = [] @@ -268,14 +246,14 @@ class WeaviateClient(VectorDBBase): for obj in response.objects: properties = dict(obj.properties) if obj.properties else {} - documents.append(properties.pop("text", "")) + documents.append(properties.pop('text', '')) metadatas.append(_convert_uuids_to_strings(properties)) return GetResult( **{ - "ids": [ids], - "documents": [documents], - "metadatas": [metadatas], + 'ids': [ids], + 'documents': [documents], + 'metadatas': [metadatas], } ) except Exception: @@ -293,7 +271,7 @@ class WeaviateClient(VectorDBBase): for item in collection.iterator(): ids.append(str(item.uuid)) properties = dict(item.properties) if item.properties else {} - documents.append(properties.pop("text", "")) + documents.append(properties.pop('text', '')) metadatas.append(_convert_uuids_to_strings(properties)) if not ids: @@ -301,9 +279,9 @@ class WeaviateClient(VectorDBBase): return GetResult( **{ - "ids": [ids], - "documents": [documents], - "metadatas": [metadatas], + 'ids': [ids], + 'documents': [documents], + 'metadatas': [metadatas], } ) except Exception: @@ -328,15 +306,11 @@ class WeaviateClient(VectorDBBase): elif filter: weaviate_filter = None for key, value in filter.items(): - prop_filter = weaviate.classes.query.Filter.by_property( - name=key - ).equal(value) + prop_filter = weaviate.classes.query.Filter.by_property(name=key).equal(value) weaviate_filter = ( prop_filter if weaviate_filter is None - else weaviate.classes.query.Filter.all_of( - [weaviate_filter, prop_filter] - ) + else weaviate.classes.query.Filter.all_of([weaviate_filter, prop_filter]) ) if weaviate_filter: diff --git a/backend/open_webui/retrieval/vector/factory.py b/backend/open_webui/retrieval/vector/factory.py index 68595fb595..8c0208fd4f 100644 --- a/backend/open_webui/retrieval/vector/factory.py +++ b/backend/open_webui/retrieval/vector/factory.py @@ -8,7 +8,6 @@ from open_webui.config import ( class Vector: - @staticmethod def get_vector(vector_type: str) -> VectorDBBase: """ @@ -57,6 +56,12 @@ class Vector: from open_webui.retrieval.vector.dbs.opengauss import OpenGaussClient return OpenGaussClient() + case VectorType.MARIADB_VECTOR: + from open_webui.retrieval.vector.dbs.mariadb_vector import ( + MariaDBVectorClient, + ) + + return MariaDBVectorClient() case VectorType.ELASTICSEARCH: from open_webui.retrieval.vector.dbs.elasticsearch import ( ElasticsearchClient, @@ -76,7 +81,7 @@ class Vector: return WeaviateClient() case _: - raise ValueError(f"Unsupported vector type: {vector_type}") + raise ValueError(f'Unsupported vector type: {vector_type}') VECTOR_DB_CLIENT = Vector.get_vector(VECTOR_DB) diff --git a/backend/open_webui/retrieval/vector/main.py b/backend/open_webui/retrieval/vector/main.py index a76fec9956..f7904baa20 100644 --- a/backend/open_webui/retrieval/vector/main.py +++ b/backend/open_webui/retrieval/vector/main.py @@ -63,9 +63,7 @@ class VectorDBBase(ABC): pass @abstractmethod - def query( - self, collection_name: str, filter: Dict, limit: Optional[int] = None - ) -> Optional[GetResult]: + def query(self, collection_name: str, filter: Dict, limit: Optional[int] = None) -> Optional[GetResult]: """Query vectors from a collection using metadata filter.""" pass diff --git a/backend/open_webui/retrieval/vector/type.py b/backend/open_webui/retrieval/vector/type.py index de20133fce..999aee9c54 100644 --- a/backend/open_webui/retrieval/vector/type.py +++ b/backend/open_webui/retrieval/vector/type.py @@ -2,14 +2,15 @@ from enum import StrEnum class VectorType(StrEnum): - MILVUS = "milvus" - QDRANT = "qdrant" - CHROMA = "chroma" - PINECONE = "pinecone" - ELASTICSEARCH = "elasticsearch" - OPENSEARCH = "opensearch" - PGVECTOR = "pgvector" - ORACLE23AI = "oracle23ai" - S3VECTOR = "s3vector" - WEAVIATE = "weaviate" - OPENGAUSS = "opengauss" + MILVUS = 'milvus' + MARIADB_VECTOR = 'mariadb-vector' + QDRANT = 'qdrant' + CHROMA = 'chroma' + PINECONE = 'pinecone' + ELASTICSEARCH = 'elasticsearch' + OPENSEARCH = 'opensearch' + PGVECTOR = 'pgvector' + ORACLE23AI = 'oracle23ai' + S3VECTOR = 's3vector' + WEAVIATE = 'weaviate' + OPENGAUSS = 'opengauss' diff --git a/backend/open_webui/retrieval/vector/utils.py b/backend/open_webui/retrieval/vector/utils.py index a39d364419..b2e2fed762 100644 --- a/backend/open_webui/retrieval/vector/utils.py +++ b/backend/open_webui/retrieval/vector/utils.py @@ -1,13 +1,11 @@ from datetime import datetime -KEYS_TO_EXCLUDE = ["content", "pages", "tables", "paragraphs", "sections", "figures"] +KEYS_TO_EXCLUDE = ['content', 'pages', 'tables', 'paragraphs', 'sections', 'figures'] def filter_metadata(metadata: dict[str, any]) -> dict[str, any]: # Removes large/redundant fields from metadata dict. - metadata = { - key: value for key, value in metadata.items() if key not in KEYS_TO_EXCLUDE - } + metadata = {key: value for key, value in metadata.items() if key not in KEYS_TO_EXCLUDE} return metadata diff --git a/backend/open_webui/retrieval/web/azure.py b/backend/open_webui/retrieval/web/azure.py index 3859ccc9b7..4f74ecc982 100644 --- a/backend/open_webui/retrieval/web/azure.py +++ b/backend/open_webui/retrieval/web/azure.py @@ -40,20 +40,17 @@ def search_azure( from azure.search.documents import SearchClient except ImportError: log.error( - "azure-search-documents package is not installed. " - "Install it with: pip install azure-search-documents" + 'azure-search-documents package is not installed. Install it with: pip install azure-search-documents' ) raise ImportError( - "azure-search-documents is required for Azure AI Search. " - "Install it with: pip install azure-search-documents" + 'azure-search-documents is required for Azure AI Search. ' + 'Install it with: pip install azure-search-documents' ) try: # Create search client with API key authentication credential = AzureKeyCredential(api_key) - search_client = SearchClient( - endpoint=endpoint, index_name=index_name, credential=credential - ) + search_client = SearchClient(endpoint=endpoint, index_name=index_name, credential=credential) # Perform the search results = search_client.search(search_text=query, top=count) @@ -68,42 +65,42 @@ def search_azure( # Try to find URL field (common names) link = ( - result_dict.get("url") - or result_dict.get("link") - or result_dict.get("uri") - or result_dict.get("metadata_storage_path") - or "" + result_dict.get('url') + or result_dict.get('link') + or result_dict.get('uri') + or result_dict.get('metadata_storage_path') + or '' ) # Try to find title field (common names) title = ( - result_dict.get("title") - or result_dict.get("name") - or result_dict.get("metadata_title") - or result_dict.get("metadata_storage_name") + result_dict.get('title') + or result_dict.get('name') + or result_dict.get('metadata_title') + or result_dict.get('metadata_storage_name') or None ) # Try to find content/snippet field (common names) snippet = ( - result_dict.get("content") - or result_dict.get("snippet") - or result_dict.get("description") - or result_dict.get("summary") - or result_dict.get("text") + result_dict.get('content') + or result_dict.get('snippet') + or result_dict.get('description') + or result_dict.get('summary') + or result_dict.get('text') or None ) # Truncate snippet if too long if snippet and len(snippet) > 500: - snippet = snippet[:497] + "..." + snippet = snippet[:497] + '...' if link: # Only add if we found a valid link search_results.append( { - "link": link, - "title": title, - "snippet": snippet, + 'link': link, + 'title': title, + 'snippet': snippet, } ) @@ -114,13 +111,13 @@ def search_azure( # Convert to SearchResult objects return [ SearchResult( - link=result["link"], - title=result.get("title"), - snippet=result.get("snippet"), + link=result['link'], + title=result.get('title'), + snippet=result.get('snippet'), ) for result in search_results ] except Exception as ex: - log.error(f"Azure AI Search error: {ex}") + log.error(f'Azure AI Search error: {ex}') raise ex diff --git a/backend/open_webui/retrieval/web/bing.py b/backend/open_webui/retrieval/web/bing.py index 4c9822b900..b7cfea89de 100644 --- a/backend/open_webui/retrieval/web/bing.py +++ b/backend/open_webui/retrieval/web/bing.py @@ -21,48 +21,44 @@ def search_bing( filter_list: Optional[list[str]] = None, ) -> list[SearchResult]: mkt = locale - params = {"q": query, "mkt": mkt, "count": count} - headers = {"Ocp-Apim-Subscription-Key": subscription_key} + params = {'q': query, 'mkt': mkt, 'count': count} + headers = {'Ocp-Apim-Subscription-Key': subscription_key} try: response = requests.get(endpoint, headers=headers, params=params) response.raise_for_status() json_response = response.json() - results = json_response.get("webPages", {}).get("value", []) + results = json_response.get('webPages', {}).get('value', []) if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( - link=result["url"], - title=result.get("name"), - snippet=result.get("snippet"), + link=result['url'], + title=result.get('name'), + snippet=result.get('snippet'), ) for result in results ] except Exception as ex: - log.error(f"Error: {ex}") + log.error(f'Error: {ex}') raise ex def main(): - parser = argparse.ArgumentParser(description="Search Bing from the command line.") + parser = argparse.ArgumentParser(description='Search Bing from the command line.') parser.add_argument( - "query", + 'query', type=str, - default="Top 10 international news today", - help="The search query.", + default='Top 10 international news today', + help='The search query.', ) + parser.add_argument('--count', type=int, default=10, help='Number of search results to return.') + parser.add_argument('--filter', nargs='*', help='List of filters to apply to the search results.') parser.add_argument( - "--count", type=int, default=10, help="Number of search results to return." - ) - parser.add_argument( - "--filter", nargs="*", help="List of filters to apply to the search results." - ) - parser.add_argument( - "--locale", + '--locale', type=str, - default="en-US", - help="The locale to use for the search, maps to market in api", + default='en-US', + help='The locale to use for the search, maps to market in api', ) args = parser.parse_args() diff --git a/backend/open_webui/retrieval/web/bocha.py b/backend/open_webui/retrieval/web/bocha.py index 7e3c9b0a40..3557dcffb9 100644 --- a/backend/open_webui/retrieval/web/bocha.py +++ b/backend/open_webui/retrieval/web/bocha.py @@ -10,43 +10,38 @@ log = logging.getLogger(__name__) def _parse_response(response): results = [] - if "data" in response: - data = response["data"] - if "webPages" in data: - webPages = data["webPages"] - if "value" in webPages: + if 'data' in response: + data = response['data'] + if 'webPages' in data: + webPages = data['webPages'] + if 'value' in webPages: results = [ { - "id": item.get("id", ""), - "name": item.get("name", ""), - "url": item.get("url", ""), - "snippet": item.get("snippet", ""), - "summary": item.get("summary", ""), - "siteName": item.get("siteName", ""), - "siteIcon": item.get("siteIcon", ""), - "datePublished": item.get("datePublished", "") - or item.get("dateLastCrawled", ""), + 'id': item.get('id', ''), + 'name': item.get('name', ''), + 'url': item.get('url', ''), + 'snippet': item.get('snippet', ''), + 'summary': item.get('summary', ''), + 'siteName': item.get('siteName', ''), + 'siteIcon': item.get('siteIcon', ''), + 'datePublished': item.get('datePublished', '') or item.get('dateLastCrawled', ''), } - for item in webPages["value"] + for item in webPages['value'] ] return results -def search_bocha( - api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None -) -> list[SearchResult]: +def search_bocha(api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None) -> list[SearchResult]: """Search using Bocha's Search API and return the results as a list of SearchResult objects. Args: api_key (str): A Bocha Search API key query (str): The query to search for """ - url = "https://api.bochaai.com/v1/web-search?utm_source=ollama" - headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"} + url = 'https://api.bochaai.com/v1/web-search?utm_source=ollama' + headers = {'Authorization': f'Bearer {api_key}', 'Content-Type': 'application/json'} - payload = json.dumps( - {"query": query, "summary": True, "freshness": "noLimit", "count": count} - ) + payload = json.dumps({'query': query, 'summary': True, 'freshness': 'noLimit', 'count': count}) response = requests.post(url, headers=headers, data=payload, timeout=5) response.raise_for_status() @@ -56,8 +51,6 @@ def search_bocha( results = get_filtered_results(results, filter_list) return [ - SearchResult( - link=result["url"], title=result.get("name"), snippet=result.get("summary") - ) + SearchResult(link=result['url'], title=result.get('name'), snippet=result.get('summary')) for result in results[:count] ] diff --git a/backend/open_webui/retrieval/web/brave.py b/backend/open_webui/retrieval/web/brave.py index 49c8a88e81..9e663c2684 100644 --- a/backend/open_webui/retrieval/web/brave.py +++ b/backend/open_webui/retrieval/web/brave.py @@ -8,44 +8,42 @@ from open_webui.retrieval.web.main import SearchResult, get_filtered_results log = logging.getLogger(__name__) -def search_brave( - api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None -) -> list[SearchResult]: +def search_brave(api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None) -> list[SearchResult]: """Search using Brave's Search API and return the results as a list of SearchResult objects. Args: api_key (str): A Brave Search API key query (str): The query to search for """ - url = "https://api.search.brave.com/res/v1/web/search" + url = 'https://api.search.brave.com/res/v1/web/search' headers = { - "Accept": "application/json", - "Accept-Encoding": "gzip", - "X-Subscription-Token": api_key, + 'Accept': 'application/json', + 'Accept-Encoding': 'gzip', + 'X-Subscription-Token': api_key, } - params = {"q": query, "count": count} + params = {'q': query, 'count': count} response = requests.get(url, headers=headers, params=params) # Handle 429 rate limiting - Brave free tier allows 1 request/second # If rate limited, wait 1 second and retry once before failing if response.status_code == 429: - log.info("Brave Search API rate limited (429), retrying after 1 second...") + log.info('Brave Search API rate limited (429), retrying after 1 second...') time.sleep(1) response = requests.get(url, headers=headers, params=params) response.raise_for_status() json_response = response.json() - results = json_response.get("web", {}).get("results", []) + results = json_response.get('web', {}).get('results', []) if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( - link=result["url"], - title=result.get("title"), - snippet=result.get("description"), + link=result['url'], + title=result.get('title'), + snippet=result.get('description'), ) for result in results[:count] ] diff --git a/backend/open_webui/retrieval/web/duckduckgo.py b/backend/open_webui/retrieval/web/duckduckgo.py index 7528418cdb..da1c3f77ec 100644 --- a/backend/open_webui/retrieval/web/duckduckgo.py +++ b/backend/open_webui/retrieval/web/duckduckgo.py @@ -13,7 +13,7 @@ def search_duckduckgo( count: int, filter_list: Optional[list[str]] = None, concurrent_requests: Optional[int] = None, - backend: Optional[str] = "auto", + backend: Optional[str] = 'auto', ) -> list[SearchResult]: """ Search using DuckDuckGo's Search API and return the results as a list of SearchResult objects. @@ -33,20 +33,18 @@ def search_duckduckgo( # Use the ddgs.text() method to perform the search try: - search_results = ddgs.text( - query, safesearch="moderate", max_results=count, backend=backend - ) + search_results = ddgs.text(query, safesearch='moderate', max_results=count, backend=backend) except RatelimitException as e: - log.error(f"RatelimitException: {e}") + log.error(f'RatelimitException: {e}') if filter_list: search_results = get_filtered_results(search_results, filter_list) # Return the list of search results return [ SearchResult( - link=result["href"], - title=result.get("title"), - snippet=result.get("body"), + link=result['href'], + title=result.get('title'), + snippet=result.get('body'), ) for result in search_results ] diff --git a/backend/open_webui/retrieval/web/exa.py b/backend/open_webui/retrieval/web/exa.py index df9554fab2..860917854e 100644 --- a/backend/open_webui/retrieval/web/exa.py +++ b/backend/open_webui/retrieval/web/exa.py @@ -7,7 +7,7 @@ from open_webui.retrieval.web.main import SearchResult log = logging.getLogger(__name__) -EXA_API_BASE = "https://api.exa.ai" +EXA_API_BASE = 'https://api.exa.ai' @dataclass @@ -31,36 +31,34 @@ def search_exa( count (int): Number of results to return filter_list (Optional[list[str]]): List of domains to filter results by """ - log.info(f"Searching with Exa for query: {query}") + log.info(f'Searching with Exa for query: {query}') - headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"} + headers = {'Authorization': f'Bearer {api_key}', 'Content-Type': 'application/json'} payload = { - "query": query, - "numResults": count or 5, - "includeDomains": filter_list, - "contents": {"text": True, "highlights": True}, - "type": "auto", # Use the auto search type (keyword or neural) + 'query': query, + 'numResults': count or 5, + 'includeDomains': filter_list, + 'contents': {'text': True, 'highlights': True}, + 'type': 'auto', # Use the auto search type (keyword or neural) } try: - response = requests.post( - f"{EXA_API_BASE}/search", headers=headers, json=payload - ) + response = requests.post(f'{EXA_API_BASE}/search', headers=headers, json=payload) response.raise_for_status() data = response.json() results = [] - for result in data["results"]: + for result in data['results']: results.append( ExaResult( - url=result["url"], - title=result["title"], - text=result["text"], + url=result['url'], + title=result['title'], + text=result['text'], ) ) - log.info(f"Found {len(results)} results") + log.info(f'Found {len(results)} results') return [ SearchResult( link=result.url, @@ -70,5 +68,5 @@ def search_exa( for result in results ] except Exception as e: - log.error(f"Error searching Exa: {e}") + log.error(f'Error searching Exa: {e}') return [] diff --git a/backend/open_webui/retrieval/web/external.py b/backend/open_webui/retrieval/web/external.py index e8cf72e9f0..7f5a2bf2af 100644 --- a/backend/open_webui/retrieval/web/external.py +++ b/backend/open_webui/retrieval/web/external.py @@ -24,12 +24,12 @@ def search_external( ) -> List[SearchResult]: try: headers = { - "User-Agent": "Open WebUI (https://github.com/open-webui/open-webui) RAG Bot", - "Authorization": f"Bearer {external_api_key}", + 'User-Agent': 'Open WebUI (https://github.com/open-webui/open-webui) RAG Bot', + 'Authorization': f'Bearer {external_api_key}', } headers = include_user_info_headers(headers, user) - chat_id = getattr(request.state, "chat_id", None) + chat_id = getattr(request.state, 'chat_id', None) if chat_id: headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = str(chat_id) @@ -37,8 +37,8 @@ def search_external( external_url, headers=headers, json={ - "query": query, - "count": count, + 'query': query, + 'count': count, }, ) response.raise_for_status() @@ -47,14 +47,14 @@ def search_external( results = get_filtered_results(results, filter_list) results = [ SearchResult( - link=result.get("link"), - title=result.get("title"), - snippet=result.get("snippet"), + link=result.get('link'), + title=result.get('title'), + snippet=result.get('snippet'), ) for result in results[:count] ] - log.info(f"External search results: {results}") + log.info(f'External search results: {results}') return results except Exception as e: - log.error(f"Error in External search: {e}") + log.error(f'Error in External search: {e}') return [] diff --git a/backend/open_webui/retrieval/web/firecrawl.py b/backend/open_webui/retrieval/web/firecrawl.py index e6e96992a1..4bb23e3797 100644 --- a/backend/open_webui/retrieval/web/firecrawl.py +++ b/backend/open_webui/retrieval/web/firecrawl.py @@ -17,9 +17,7 @@ def search_firecrawl( from firecrawl import FirecrawlApp firecrawl = FirecrawlApp(api_key=firecrawl_api_key, api_url=firecrawl_url) - response = firecrawl.search( - query=query, limit=count, ignore_invalid_urls=True, timeout=count * 3 - ) + response = firecrawl.search(query=query, limit=count, ignore_invalid_urls=True, timeout=count * 3) results = response.web if filter_list: results = get_filtered_results(results, filter_list) @@ -31,8 +29,8 @@ def search_firecrawl( ) for result in results[:count] ] - log.info(f"External search results: {results}") + log.info(f'External search results: {results}') return results except Exception as e: - log.error(f"Error in External search: {e}") + log.error(f'Error in External search: {e}') return [] diff --git a/backend/open_webui/retrieval/web/google_pse.py b/backend/open_webui/retrieval/web/google_pse.py index 96fa8c98cd..bb0a852658 100644 --- a/backend/open_webui/retrieval/web/google_pse.py +++ b/backend/open_webui/retrieval/web/google_pse.py @@ -28,11 +28,11 @@ def search_google_pse( Returns: list[SearchResult]: A list of SearchResult objects. """ - url = "https://www.googleapis.com/customsearch/v1" + url = 'https://www.googleapis.com/customsearch/v1' - headers = {"Content-Type": "application/json"} + headers = {'Content-Type': 'application/json'} if referer: - headers["Referer"] = referer + headers['Referer'] = referer all_results = [] start_index = 1 # Google PSE start parameter is 1-based @@ -40,21 +40,19 @@ def search_google_pse( while count > 0: num_results_this_page = min(count, 10) # Google PSE max results per page is 10 params = { - "cx": search_engine_id, - "q": query, - "key": api_key, - "num": num_results_this_page, - "start": start_index, + 'cx': search_engine_id, + 'q': query, + 'key': api_key, + 'num': num_results_this_page, + 'start': start_index, } - response = requests.request("GET", url, headers=headers, params=params) + response = requests.request('GET', url, headers=headers, params=params) response.raise_for_status() json_response = response.json() - results = json_response.get("items", []) + results = json_response.get('items', []) if results: # check if results are returned. If not, no more pages to fetch. all_results.extend(results) - count -= len( - results - ) # Decrement count by the number of results fetched in this page. + count -= len(results) # Decrement count by the number of results fetched in this page. start_index += 10 # Increment start index for the next page else: break # No more results from Google PSE, break the loop @@ -64,9 +62,9 @@ def search_google_pse( return [ SearchResult( - link=result["link"], - title=result.get("title"), - snippet=result.get("snippet"), + link=result['link'], + title=result.get('title'), + snippet=result.get('snippet'), ) for result in all_results ] diff --git a/backend/open_webui/retrieval/web/jina_search.py b/backend/open_webui/retrieval/web/jina_search.py index d1168bb36f..b3266c47d0 100644 --- a/backend/open_webui/retrieval/web/jina_search.py +++ b/backend/open_webui/retrieval/web/jina_search.py @@ -7,9 +7,7 @@ from yarl import URL log = logging.getLogger(__name__) -def search_jina( - api_key: str, query: str, count: int, base_url: str = "" -) -> list[SearchResult]: +def search_jina(api_key: str, query: str, count: int, base_url: str = '') -> list[SearchResult]: """ Search using Jina's Search API and return the results as a list of SearchResult objects. Args: @@ -21,16 +19,16 @@ def search_jina( Returns: list[SearchResult]: A list of search results """ - jina_search_endpoint = base_url if base_url else "https://s.jina.ai/" + jina_search_endpoint = base_url if base_url else 'https://s.jina.ai/' headers = { - "Accept": "application/json", - "Content-Type": "application/json", - "Authorization": api_key, - "X-Retain-Images": "none", + 'Accept': 'application/json', + 'Content-Type': 'application/json', + 'Authorization': api_key, + 'X-Retain-Images': 'none', } - payload = {"q": query, "count": count if count <= 10 else 10} + payload = {'q': query, 'count': count if count <= 10 else 10} url = str(URL(jina_search_endpoint)) response = requests.post(url, headers=headers, json=payload) @@ -38,12 +36,12 @@ def search_jina( data = response.json() results = [] - for result in data["data"]: + for result in data['data']: results.append( SearchResult( - link=result["url"], - title=result.get("title"), - snippet=result.get("content"), + link=result['url'], + title=result.get('title'), + snippet=result.get('content'), ) ) diff --git a/backend/open_webui/retrieval/web/kagi.py b/backend/open_webui/retrieval/web/kagi.py index f0303acf69..e6ed570011 100644 --- a/backend/open_webui/retrieval/web/kagi.py +++ b/backend/open_webui/retrieval/web/kagi.py @@ -7,9 +7,7 @@ from open_webui.retrieval.web.main import SearchResult, get_filtered_results log = logging.getLogger(__name__) -def search_kagi( - api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None -) -> list[SearchResult]: +def search_kagi(api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None) -> list[SearchResult]: """Search using Kagi's Search API and return the results as a list of SearchResult objects. The Search API will inherit the settings in your account, including results personalization and snippet length. @@ -19,23 +17,21 @@ def search_kagi( query (str): The query to search for count (int): The number of results to return """ - url = "https://kagi.com/api/v0/search" + url = 'https://kagi.com/api/v0/search' headers = { - "Authorization": f"Bot {api_key}", + 'Authorization': f'Bot {api_key}', } - params = {"q": query, "limit": count} + params = {'q': query, 'limit': count} response = requests.get(url, headers=headers, params=params) response.raise_for_status() json_response = response.json() - search_results = json_response.get("data", []) + search_results = json_response.get('data', []) results = [ - SearchResult( - link=result["url"], title=result["title"], snippet=result.get("snippet") - ) + SearchResult(link=result['url'], title=result['title'], snippet=result.get('snippet')) for result in search_results - if result["t"] == 0 + if result['t'] == 0 ] print(results) diff --git a/backend/open_webui/retrieval/web/main.py b/backend/open_webui/retrieval/web/main.py index 1b8df9f8ee..3a8fed52dd 100644 --- a/backend/open_webui/retrieval/web/main.py +++ b/backend/open_webui/retrieval/web/main.py @@ -16,7 +16,7 @@ def get_filtered_results(results, filter_list): filtered_results = [] for result in results: - url = result.get("url") or result.get("link", "") or result.get("href", "") + url = result.get('url') or result.get('link', '') or result.get('href', '') if not validators.url(url): continue diff --git a/backend/open_webui/retrieval/web/mojeek.py b/backend/open_webui/retrieval/web/mojeek.py index d48f7aeef8..a094ef6fc8 100644 --- a/backend/open_webui/retrieval/web/mojeek.py +++ b/backend/open_webui/retrieval/web/mojeek.py @@ -7,32 +7,27 @@ from open_webui.retrieval.web.main import SearchResult, get_filtered_results log = logging.getLogger(__name__) -def search_mojeek( - api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None -) -> list[SearchResult]: +def search_mojeek(api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None) -> list[SearchResult]: """Search using Mojeek's Search API and return the results as a list of SearchResult objects. Args: api_key (str): A Mojeek Search API key query (str): The query to search for """ - url = "https://api.mojeek.com/search" + url = 'https://api.mojeek.com/search' headers = { - "Accept": "application/json", + 'Accept': 'application/json', } - params = {"q": query, "api_key": api_key, "fmt": "json", "t": count} + params = {'q': query, 'api_key': api_key, 'fmt': 'json', 't': count} response = requests.get(url, headers=headers, params=params) response.raise_for_status() json_response = response.json() - results = json_response.get("response", {}).get("results", []) + results = json_response.get('response', {}).get('results', []) print(results) if filter_list: results = get_filtered_results(results, filter_list) return [ - SearchResult( - link=result["url"], title=result.get("title"), snippet=result.get("desc") - ) - for result in results + SearchResult(link=result['url'], title=result.get('title'), snippet=result.get('desc')) for result in results ] diff --git a/backend/open_webui/retrieval/web/ollama.py b/backend/open_webui/retrieval/web/ollama.py index 71bd9d5124..7ed19b91b1 100644 --- a/backend/open_webui/retrieval/web/ollama.py +++ b/backend/open_webui/retrieval/web/ollama.py @@ -23,30 +23,30 @@ def search_ollama_cloud( count (int): Number of results to return filter_list (Optional[list[str]]): List of domains to filter results by """ - log.info(f"Searching with Ollama for query: {query}") + log.info(f'Searching with Ollama for query: {query}') - headers = {"Authorization": f"Bearer {api_key}", "Content-Type": "application/json"} - payload = {"query": query, "max_results": count} + headers = {'Authorization': f'Bearer {api_key}', 'Content-Type': 'application/json'} + payload = {'query': query, 'max_results': count} try: - response = requests.post(f"{url}/api/web_search", headers=headers, json=payload) + response = requests.post(f'{url}/api/web_search', headers=headers, json=payload) response.raise_for_status() data = response.json() - results = data.get("results", []) - log.info(f"Found {len(results)} results") + results = data.get('results', []) + log.info(f'Found {len(results)} results') if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( - link=result.get("url", ""), - title=result.get("title", ""), - snippet=result.get("content", ""), + link=result.get('url', ''), + title=result.get('title', ''), + snippet=result.get('content', ''), ) for result in results ] except Exception as e: - log.error(f"Error searching Ollama: {e}") + log.error(f'Error searching Ollama: {e}') return [] diff --git a/backend/open_webui/retrieval/web/perplexity.py b/backend/open_webui/retrieval/web/perplexity.py index aae802b432..8b3a9d3b08 100644 --- a/backend/open_webui/retrieval/web/perplexity.py +++ b/backend/open_webui/retrieval/web/perplexity.py @@ -5,13 +5,13 @@ import requests from open_webui.retrieval.web.main import SearchResult, get_filtered_results MODELS = Literal[ - "sonar", - "sonar-pro", - "sonar-reasoning", - "sonar-reasoning-pro", - "sonar-deep-research", + 'sonar', + 'sonar-pro', + 'sonar-reasoning', + 'sonar-reasoning-pro', + 'sonar-deep-research', ] -SEARCH_CONTEXT_USAGE_LEVELS = Literal["low", "medium", "high"] +SEARCH_CONTEXT_USAGE_LEVELS = Literal['low', 'medium', 'high'] log = logging.getLogger(__name__) @@ -22,8 +22,8 @@ def search_perplexity( query: str, count: int, filter_list: Optional[list[str]] = None, - model: MODELS = "sonar", - search_context_usage: SEARCH_CONTEXT_USAGE_LEVELS = "medium", + model: MODELS = 'sonar', + search_context_usage: SEARCH_CONTEXT_USAGE_LEVELS = 'medium', ) -> list[SearchResult]: """Search using Perplexity API and return the results as a list of SearchResult objects. @@ -38,66 +38,63 @@ def search_perplexity( """ # Handle PersistentConfig object - if hasattr(api_key, "__str__"): + if hasattr(api_key, '__str__'): api_key = str(api_key) try: - url = "https://api.perplexity.ai/chat/completions" + url = 'https://api.perplexity.ai/chat/completions' # Create payload for the API call payload = { - "model": model, - "messages": [ + 'model': model, + 'messages': [ { - "role": "system", - "content": "You are a search assistant. Provide factual information with citations.", + 'role': 'system', + 'content': 'You are a search assistant. Provide factual information with citations.', }, - {"role": "user", "content": query}, + {'role': 'user', 'content': query}, ], - "temperature": 0.2, # Lower temperature for more factual responses - "stream": False, - "web_search_options": { - "search_context_usage": search_context_usage, + 'temperature': 0.2, # Lower temperature for more factual responses + 'stream': False, + 'web_search_options': { + 'search_context_usage': search_context_usage, }, } headers = { - "Authorization": f"Bearer {api_key}", - "Content-Type": "application/json", + 'Authorization': f'Bearer {api_key}', + 'Content-Type': 'application/json', } # Make the API request - response = requests.request("POST", url, json=payload, headers=headers) + response = requests.request('POST', url, json=payload, headers=headers) # Parse the JSON response json_response = response.json() # Extract citations from the response - citations = json_response.get("citations", []) + citations = json_response.get('citations', []) # Create search results from citations results = [] for i, citation in enumerate(citations[:count]): # Extract content from the response to use as snippet - content = "" - if "choices" in json_response and json_response["choices"]: + content = '' + if 'choices' in json_response and json_response['choices']: if i == 0: - content = json_response["choices"][0]["message"]["content"] + content = json_response['choices'][0]['message']['content'] - result = {"link": citation, "title": f"Source {i+1}", "snippet": content} + result = {'link': citation, 'title': f'Source {i + 1}', 'snippet': content} results.append(result) if filter_list: - results = get_filtered_results(results, filter_list) return [ - SearchResult( - link=result["link"], title=result["title"], snippet=result["snippet"] - ) + SearchResult(link=result['link'], title=result['title'], snippet=result['snippet']) for result in results[:count] ] except Exception as e: - log.error(f"Error searching with Perplexity API: {e}") + log.error(f'Error searching with Perplexity API: {e}') return [] diff --git a/backend/open_webui/retrieval/web/perplexity_search.py b/backend/open_webui/retrieval/web/perplexity_search.py index 744a505c05..9cbec049d9 100644 --- a/backend/open_webui/retrieval/web/perplexity_search.py +++ b/backend/open_webui/retrieval/web/perplexity_search.py @@ -13,7 +13,7 @@ def search_perplexity_search( query: str, count: int, filter_list: Optional[list[str]] = None, - api_url: str = "https://api.perplexity.ai/search", + api_url: str = 'https://api.perplexity.ai/search', user=None, ) -> list[SearchResult]: """Search using Perplexity API and return the results as a list of SearchResult objects. @@ -29,10 +29,10 @@ def search_perplexity_search( """ # Handle PersistentConfig object - if hasattr(api_key, "__str__"): + if hasattr(api_key, '__str__'): api_key = str(api_key) - if hasattr(api_url, "__str__"): + if hasattr(api_url, '__str__'): api_url = str(api_url) try: @@ -40,13 +40,13 @@ def search_perplexity_search( # Create payload for the API call payload = { - "query": query, - "max_results": count, + 'query': query, + 'max_results': count, } headers = { - "Authorization": f"Bearer {api_key}", - "Content-Type": "application/json", + 'Authorization': f'Bearer {api_key}', + 'Content-Type': 'application/json', } # Forward user info headers if user is provided @@ -54,20 +54,17 @@ def search_perplexity_search( headers = include_user_info_headers(headers, user) # Make the API request - response = requests.request("POST", url, json=payload, headers=headers) + response = requests.request('POST', url, json=payload, headers=headers) # Parse the JSON response json_response = response.json() # Extract citations from the response - results = json_response.get("results", []) + results = json_response.get('results', []) return [ - SearchResult( - link=result["url"], title=result["title"], snippet=result["snippet"] - ) - for result in results + SearchResult(link=result['url'], title=result['title'], snippet=result['snippet']) for result in results ] except Exception as e: - log.error(f"Error searching with Perplexity Search API: {e}") + log.error(f'Error searching with Perplexity Search API: {e}') return [] diff --git a/backend/open_webui/retrieval/web/searchapi.py b/backend/open_webui/retrieval/web/searchapi.py index caf781c5df..855269ef02 100644 --- a/backend/open_webui/retrieval/web/searchapi.py +++ b/backend/open_webui/retrieval/web/searchapi.py @@ -21,28 +21,26 @@ def search_searchapi( api_key (str): A searchapi.io API key query (str): The query to search for """ - url = "https://www.searchapi.io/api/v1/search" + url = 'https://www.searchapi.io/api/v1/search' - engine = engine or "google" + engine = engine or 'google' - payload = {"engine": engine, "q": query, "api_key": api_key} + payload = {'engine': engine, 'q': query, 'api_key': api_key} - url = f"{url}?{urlencode(payload)}" - response = requests.request("GET", url) + url = f'{url}?{urlencode(payload)}' + response = requests.request('GET', url) json_response = response.json() - log.info(f"results from searchapi search: {json_response}") + log.info(f'results from searchapi search: {json_response}') - results = sorted( - json_response.get("organic_results", []), key=lambda x: x.get("position", 0) - ) + results = sorted(json_response.get('organic_results', []), key=lambda x: x.get('position', 0)) if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( - link=result["link"], - title=result.get("title"), - snippet=result.get("snippet"), + link=result['link'], + title=result.get('title'), + snippet=result.get('snippet'), ) for result in results[:count] ] diff --git a/backend/open_webui/retrieval/web/searxng.py b/backend/open_webui/retrieval/web/searxng.py index b3d4eb8795..0335bea9a3 100644 --- a/backend/open_webui/retrieval/web/searxng.py +++ b/backend/open_webui/retrieval/web/searxng.py @@ -38,38 +38,38 @@ def search_searxng( """ # Default values for optional parameters are provided as empty strings or None when not specified. - language = kwargs.get("language", "all") - safesearch = kwargs.get("safesearch", "1") - time_range = kwargs.get("time_range", "") - categories = "".join(kwargs.get("categories", [])) + language = kwargs.get('language', 'all') + safesearch = kwargs.get('safesearch', '1') + time_range = kwargs.get('time_range', '') + categories = ''.join(kwargs.get('categories', [])) params = { - "q": query, - "format": "json", - "pageno": 1, - "safesearch": safesearch, - "language": language, - "time_range": time_range, - "categories": categories, - "theme": "simple", - "image_proxy": 0, + 'q': query, + 'format': 'json', + 'pageno': 1, + 'safesearch': safesearch, + 'language': language, + 'time_range': time_range, + 'categories': categories, + 'theme': 'simple', + 'image_proxy': 0, } # Legacy query format - if "" in query_url: + if '' in query_url: # Strip all query parameters from the URL - query_url = query_url.split("?")[0] + query_url = query_url.split('?')[0] - log.debug(f"searching {query_url}") + log.debug(f'searching {query_url}') response = requests.get( query_url, headers={ - "User-Agent": "Open WebUI (https://github.com/open-webui/open-webui) RAG Bot", - "Accept": "text/html", - "Accept-Encoding": "gzip, deflate", - "Accept-Language": "en-US,en;q=0.5", - "Connection": "keep-alive", + 'User-Agent': 'Open WebUI (https://github.com/open-webui/open-webui) RAG Bot', + 'Accept': 'text/html', + 'Accept-Encoding': 'gzip, deflate', + 'Accept-Language': 'en-US,en;q=0.5', + 'Connection': 'keep-alive', }, params=params, ) @@ -77,13 +77,11 @@ def search_searxng( response.raise_for_status() # Raise an exception for HTTP errors. json_response = response.json() - results = json_response.get("results", []) - sorted_results = sorted(results, key=lambda x: x.get("score", 0), reverse=True) + results = json_response.get('results', []) + sorted_results = sorted(results, key=lambda x: x.get('score', 0), reverse=True) if filter_list: sorted_results = get_filtered_results(sorted_results, filter_list) return [ - SearchResult( - link=result["url"], title=result.get("title"), snippet=result.get("content") - ) + SearchResult(link=result['url'], title=result.get('title'), snippet=result.get('content')) for result in sorted_results[:count] ] diff --git a/backend/open_webui/retrieval/web/serpapi.py b/backend/open_webui/retrieval/web/serpapi.py index bb421b500f..602f60d7a7 100644 --- a/backend/open_webui/retrieval/web/serpapi.py +++ b/backend/open_webui/retrieval/web/serpapi.py @@ -21,28 +21,26 @@ def search_serpapi( api_key (str): A serpapi.com API key query (str): The query to search for """ - url = "https://serpapi.com/search" + url = 'https://serpapi.com/search' - engine = engine or "google" + engine = engine or 'google' - payload = {"engine": engine, "q": query, "api_key": api_key} + payload = {'engine': engine, 'q': query, 'api_key': api_key} - url = f"{url}?{urlencode(payload)}" - response = requests.request("GET", url) + url = f'{url}?{urlencode(payload)}' + response = requests.request('GET', url) json_response = response.json() - log.info(f"results from serpapi search: {json_response}") + log.info(f'results from serpapi search: {json_response}') - results = sorted( - json_response.get("organic_results", []), key=lambda x: x.get("position", 0) - ) + results = sorted(json_response.get('organic_results', []), key=lambda x: x.get('position', 0)) if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( - link=result["link"], - title=result.get("title"), - snippet=result.get("snippet"), + link=result['link'], + title=result.get('title'), + snippet=result.get('snippet'), ) for result in results[:count] ] diff --git a/backend/open_webui/retrieval/web/serper.py b/backend/open_webui/retrieval/web/serper.py index 5a745e304e..9f1a8e1b3a 100644 --- a/backend/open_webui/retrieval/web/serper.py +++ b/backend/open_webui/retrieval/web/serper.py @@ -8,34 +8,30 @@ from open_webui.retrieval.web.main import SearchResult, get_filtered_results log = logging.getLogger(__name__) -def search_serper( - api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None -) -> list[SearchResult]: +def search_serper(api_key: str, query: str, count: int, filter_list: Optional[list[str]] = None) -> list[SearchResult]: """Search using serper.dev's API and return the results as a list of SearchResult objects. Args: api_key (str): A serper.dev API key query (str): The query to search for """ - url = "https://google.serper.dev/search" + url = 'https://google.serper.dev/search' - payload = json.dumps({"q": query}) - headers = {"X-API-KEY": api_key, "Content-Type": "application/json"} + payload = json.dumps({'q': query}) + headers = {'X-API-KEY': api_key, 'Content-Type': 'application/json'} - response = requests.request("POST", url, headers=headers, data=payload) + response = requests.request('POST', url, headers=headers, data=payload) response.raise_for_status() json_response = response.json() - results = sorted( - json_response.get("organic", []), key=lambda x: x.get("position", 0) - ) + results = sorted(json_response.get('organic', []), key=lambda x: x.get('position', 0)) if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( - link=result["link"], - title=result.get("title"), - snippet=result.get("description"), + link=result['link'], + title=result.get('title'), + snippet=result.get('snippet'), ) for result in results[:count] ] diff --git a/backend/open_webui/retrieval/web/serply.py b/backend/open_webui/retrieval/web/serply.py index 68843eba85..f245392b75 100644 --- a/backend/open_webui/retrieval/web/serply.py +++ b/backend/open_webui/retrieval/web/serply.py @@ -12,10 +12,10 @@ def search_serply( api_key: str, query: str, count: int, - hl: str = "us", + hl: str = 'us', limit: int = 10, - device_type: str = "desktop", - proxy_location: str = "US", + device_type: str = 'desktop', + proxy_location: str = 'US', filter_list: Optional[list[str]] = None, ) -> list[SearchResult]: """Search using serper.dev's API and return the results as a list of SearchResult objects. @@ -26,42 +26,40 @@ def search_serply( hl (str): Host Language code to display results in (reference https://developers.google.com/custom-search/docs/xml_results?hl=en#wsInterfaceLanguages) limit (int): The maximum number of results to return [10-100, defaults to 10] """ - log.info("Searching with Serply") + log.info('Searching with Serply') - url = "https://api.serply.io/v1/search/" + url = 'https://api.serply.io/v1/search/' query_payload = { - "q": query, - "language": "en", - "num": limit, - "gl": proxy_location.upper(), - "hl": hl.lower(), + 'q': query, + 'language': 'en', + 'num': limit, + 'gl': proxy_location.upper(), + 'hl': hl.lower(), } - url = f"{url}{urlencode(query_payload)}" + url = f'{url}{urlencode(query_payload)}' headers = { - "X-API-KEY": api_key, - "X-User-Agent": device_type, - "User-Agent": "open-webui", - "X-Proxy-Location": proxy_location, + 'X-API-KEY': api_key, + 'X-User-Agent': device_type, + 'User-Agent': 'open-webui', + 'X-Proxy-Location': proxy_location, } - response = requests.request("GET", url, headers=headers) + response = requests.request('GET', url, headers=headers) response.raise_for_status() json_response = response.json() - log.info(f"results from serply search: {json_response}") + log.info(f'results from serply search: {json_response}') - results = sorted( - json_response.get("results", []), key=lambda x: x.get("realPosition", 0) - ) + results = sorted(json_response.get('results', []), key=lambda x: x.get('realPosition', 0)) if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( - link=result["link"], - title=result.get("title"), - snippet=result.get("description"), + link=result['link'], + title=result.get('title'), + snippet=result.get('description'), ) for result in results[:count] ] diff --git a/backend/open_webui/retrieval/web/serpstack.py b/backend/open_webui/retrieval/web/serpstack.py index 97db858724..28a4956645 100644 --- a/backend/open_webui/retrieval/web/serpstack.py +++ b/backend/open_webui/retrieval/web/serpstack.py @@ -21,26 +21,22 @@ def search_serpstack( query (str): The query to search for https_enabled (bool): Whether to use HTTPS or HTTP for the API request """ - url = f"{'https' if https_enabled else 'http'}://api.serpstack.com/search" + url = f'{"https" if https_enabled else "http"}://api.serpstack.com/search' - headers = {"Content-Type": "application/json"} + headers = {'Content-Type': 'application/json'} params = { - "access_key": api_key, - "query": query, + 'access_key': api_key, + 'query': query, } - response = requests.request("POST", url, headers=headers, params=params) + response = requests.request('POST', url, headers=headers, params=params) response.raise_for_status() json_response = response.json() - results = sorted( - json_response.get("organic_results", []), key=lambda x: x.get("position", 0) - ) + results = sorted(json_response.get('organic_results', []), key=lambda x: x.get('position', 0)) if filter_list: results = get_filtered_results(results, filter_list) return [ - SearchResult( - link=result["url"], title=result.get("title"), snippet=result.get("snippet") - ) + SearchResult(link=result['url'], title=result.get('title'), snippet=result.get('snippet')) for result in results[:count] ] diff --git a/backend/open_webui/retrieval/web/sougou.py b/backend/open_webui/retrieval/web/sougou.py index d8747c3ade..b267374d79 100644 --- a/backend/open_webui/retrieval/web/sougou.py +++ b/backend/open_webui/retrieval/web/sougou.py @@ -26,33 +26,26 @@ def search_sougou( try: cred = credential.Credential(sougou_api_sid, sougou_api_sk) http_profile = HttpProfile() - http_profile.endpoint = "tms.tencentcloudapi.com" + http_profile.endpoint = 'tms.tencentcloudapi.com' client_profile = ClientProfile() client_profile.http_profile = http_profile - params = json.dumps({"Query": query, "Cnt": 20}) - common_client = CommonClient( - "tms", "2020-12-29", cred, "", profile=client_profile - ) + params = json.dumps({'Query': query, 'Cnt': 20}) + common_client = CommonClient('tms', '2020-12-29', cred, '', profile=client_profile) results = [ - json.loads(page) - for page in common_client.call_json("SearchPro", json.loads(params))[ - "Response" - ]["Pages"] + json.loads(page) for page in common_client.call_json('SearchPro', json.loads(params))['Response']['Pages'] ] - sorted_results = sorted( - results, key=lambda x: x.get("scour", 0.0), reverse=True - ) + sorted_results = sorted(results, key=lambda x: x.get('scour', 0.0), reverse=True) if filter_list: sorted_results = get_filtered_results(sorted_results, filter_list) return [ SearchResult( - link=result.get("url"), - title=result.get("title"), - snippet=result.get("passage"), + link=result.get('url'), + title=result.get('title'), + snippet=result.get('passage'), ) for result in sorted_results[:count] ] except TencentCloudSDKException as err: - log.error(f"Error in Sougou search: {err}") + log.error(f'Error in Sougou search: {err}') return [] diff --git a/backend/open_webui/retrieval/web/tavily.py b/backend/open_webui/retrieval/web/tavily.py index 6d9ff89a87..6b52bbb45b 100644 --- a/backend/open_webui/retrieval/web/tavily.py +++ b/backend/open_webui/retrieval/web/tavily.py @@ -24,26 +24,26 @@ def search_tavily( Returns: list[SearchResult]: A list of search results """ - url = "https://api.tavily.com/search" + url = 'https://api.tavily.com/search' headers = { - "Content-Type": "application/json", - "Authorization": f"Bearer {api_key}", + 'Content-Type': 'application/json', + 'Authorization': f'Bearer {api_key}', } - data = {"query": query, "max_results": count} + data = {'query': query, 'max_results': count} response = requests.post(url, headers=headers, json=data) response.raise_for_status() json_response = response.json() - results = json_response.get("results", []) + results = json_response.get('results', []) if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( - link=result["url"], - title=result.get("title", ""), - snippet=result.get("content"), + link=result['url'], + title=result.get('title', ''), + snippet=result.get('content'), ) for result in results ] diff --git a/backend/open_webui/retrieval/web/utils.py b/backend/open_webui/retrieval/web/utils.py index 45787cb4bd..c9442f208b 100644 --- a/backend/open_webui/retrieval/web/utils.py +++ b/backend/open_webui/retrieval/web/utils.py @@ -67,16 +67,14 @@ def validate_url(url: Union[str, Sequence[str]]): parsed_url = urllib.parse.urlparse(url) # Protocol validation - only allow http/https - if parsed_url.scheme not in ["http", "https"]: - log.warning( - f"Blocked non-HTTP(S) protocol: {parsed_url.scheme} in URL: {url}" - ) + if parsed_url.scheme not in ['http', 'https']: + log.warning(f'Blocked non-HTTP(S) protocol: {parsed_url.scheme} in URL: {url}') raise ValueError(ERROR_MESSAGES.INVALID_URL) # Blocklist check using unified filtering logic if WEB_FETCH_FILTER_LIST: if not is_string_allowed(url, WEB_FETCH_FILTER_LIST): - log.warning(f"URL blocked by filter list: {url}") + log.warning(f'URL blocked by filter list: {url}') raise ValueError(ERROR_MESSAGES.INVALID_URL) if not ENABLE_RAG_LOCAL_WEB_FETCH: @@ -106,29 +104,29 @@ def safe_validate_urls(url: Sequence[str]) -> Sequence[str]: if validate_url(u): valid_urls.append(u) except Exception as e: - log.debug(f"Invalid URL {u}: {str(e)}") + log.debug(f'Invalid URL {u}: {str(e)}') continue return valid_urls def extract_metadata(soup, url): - metadata = {"source": url} - if title := soup.find("title"): - metadata["title"] = title.get_text() - if description := soup.find("meta", attrs={"name": "description"}): - metadata["description"] = description.get("content", "No description found.") - if html := soup.find("html"): - metadata["language"] = html.get("lang", "No language found.") + metadata = {'source': url} + if title := soup.find('title'): + metadata['title'] = title.get_text() + if description := soup.find('meta', attrs={'name': 'description'}): + metadata['description'] = description.get('content', 'No description found.') + if html := soup.find('html'): + metadata['language'] = html.get('lang', 'No language found.') return metadata def verify_ssl_cert(url: str) -> bool: """Verify SSL certificate for the given URL.""" - if not url.startswith("https://"): + if not url.startswith('https://'): return True try: - hostname = url.split("://")[-1].split("/")[0] + hostname = url.split('://')[-1].split('/')[0] context = ssl.create_default_context(cafile=certifi.where()) with context.wrap_socket(ssl.socket(), server_hostname=hostname) as s: s.connect((hostname, 443)) @@ -136,7 +134,7 @@ def verify_ssl_cert(url: str) -> bool: except ssl.SSLError: return False except Exception as e: - log.warning(f"SSL verification failed for {url}: {str(e)}") + log.warning(f'SSL verification failed for {url}: {str(e)}') return False @@ -168,14 +166,14 @@ class URLProcessingMixin: async def _safe_process_url(self, url: str) -> bool: """Perform safety checks before processing a URL.""" if self.verify_ssl and not await self._verify_ssl_cert(url): - raise ValueError(f"SSL certificate verification failed for {url}") + raise ValueError(f'SSL certificate verification failed for {url}') await self._wait_for_rate_limit() return True def _safe_process_url_sync(self, url: str) -> bool: """Synchronous version of safety checks.""" if self.verify_ssl and not verify_ssl_cert(url): - raise ValueError(f"SSL certificate verification failed for {url}") + raise ValueError(f'SSL certificate verification failed for {url}') self._sync_wait_for_rate_limit() return True @@ -191,7 +189,7 @@ class SafeFireCrawlLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): api_key: Optional[str] = None, api_url: Optional[str] = None, timeout: Optional[int] = None, - mode: Literal["crawl", "scrape", "map"] = "scrape", + mode: Literal['crawl', 'scrape', 'map'] = 'scrape', proxy: Optional[Dict[str, str]] = None, params: Optional[Dict] = None, ): @@ -216,15 +214,15 @@ class SafeFireCrawlLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): params: The parameters to pass to the Firecrawl API. For more details, visit: https://docs.firecrawl.dev/sdks/python#batch-scrape """ - proxy_server = proxy.get("server") if proxy else None + proxy_server = proxy.get('server') if proxy else None if trust_env and not proxy_server: env_proxies = urllib.request.getproxies() - env_proxy_server = env_proxies.get("https") or env_proxies.get("http") + env_proxy_server = env_proxies.get('https') or env_proxies.get('http') if env_proxy_server: if proxy: - proxy["server"] = env_proxy_server + proxy['server'] = env_proxy_server else: - proxy = {"server": env_proxy_server} + proxy = {'server': env_proxy_server} self.web_paths = web_paths self.verify_ssl = verify_ssl self.requests_per_second = requests_per_second @@ -240,7 +238,7 @@ class SafeFireCrawlLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): def lazy_load(self) -> Iterator[Document]: """Load documents using FireCrawl batch_scrape.""" log.debug( - "Starting FireCrawl batch scrape for %d URLs, mode: %s, params: %s", + 'Starting FireCrawl batch scrape for %d URLs, mode: %s, params: %s', len(self.web_paths), self.mode, self.params, @@ -251,7 +249,7 @@ class SafeFireCrawlLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): firecrawl = FirecrawlApp(api_key=self.api_key, api_url=self.api_url) result = firecrawl.batch_scrape( self.web_paths, - formats=["markdown"], + formats=['markdown'], skip_tls_verification=not self.verify_ssl, ignore_invalid_urls=True, remove_base64_images=True, @@ -260,28 +258,26 @@ class SafeFireCrawlLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): **self.params, ) - if result.status != "completed": - raise RuntimeError( - f"FireCrawl batch scrape did not complete successfully. result: {result}" - ) + if result.status != 'completed': + raise RuntimeError(f'FireCrawl batch scrape did not complete successfully. result: {result}') for data in result.data: metadata = data.metadata or {} yield Document( - page_content=data.markdown or "", - metadata={"source": metadata.url or metadata.source_url or ""}, + page_content=data.markdown or '', + metadata={'source': metadata.url or metadata.source_url or ''}, ) except Exception as e: if self.continue_on_failure: - log.exception(f"Error extracting content from URLs: {e}") + log.exception(f'Error extracting content from URLs: {e}') else: raise e async def alazy_load(self): """Async version of lazy_load.""" log.debug( - "Starting FireCrawl batch scrape for %d URLs, mode: %s, params: %s", + 'Starting FireCrawl batch scrape for %d URLs, mode: %s, params: %s', len(self.web_paths), self.mode, self.params, @@ -292,7 +288,7 @@ class SafeFireCrawlLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): firecrawl = FirecrawlApp(api_key=self.api_key, api_url=self.api_url) result = firecrawl.batch_scrape( self.web_paths, - formats=["markdown"], + formats=['markdown'], skip_tls_verification=not self.verify_ssl, ignore_invalid_urls=True, remove_base64_images=True, @@ -301,21 +297,19 @@ class SafeFireCrawlLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): **self.params, ) - if result.status != "completed": - raise RuntimeError( - f"FireCrawl batch scrape did not complete successfully. result: {result}" - ) + if result.status != 'completed': + raise RuntimeError(f'FireCrawl batch scrape did not complete successfully. result: {result}') for data in result.data: metadata = data.metadata or {} yield Document( - page_content=data.markdown or "", - metadata={"source": metadata.url or metadata.source_url or ""}, + page_content=data.markdown or '', + metadata={'source': metadata.url or metadata.source_url or ''}, ) except Exception as e: if self.continue_on_failure: - log.exception(f"Error extracting content from URLs: {e}") + log.exception(f'Error extracting content from URLs: {e}') else: raise e @@ -325,7 +319,7 @@ class SafeTavilyLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): self, web_paths: Union[str, List[str]], api_key: str, - extract_depth: Literal["basic", "advanced"] = "basic", + extract_depth: Literal['basic', 'advanced'] = 'basic', continue_on_failure: bool = True, requests_per_second: Optional[float] = None, verify_ssl: bool = True, @@ -345,15 +339,15 @@ class SafeTavilyLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): proxy: Optional proxy configuration. """ # Initialize proxy configuration if using environment variables - proxy_server = proxy.get("server") if proxy else None + proxy_server = proxy.get('server') if proxy else None if trust_env and not proxy_server: env_proxies = urllib.request.getproxies() - env_proxy_server = env_proxies.get("https") or env_proxies.get("http") + env_proxy_server = env_proxies.get('https') or env_proxies.get('http') if env_proxy_server: if proxy: - proxy["server"] = env_proxy_server + proxy['server'] = env_proxy_server else: - proxy = {"server": env_proxy_server} + proxy = {'server': env_proxy_server} # Store parameters for creating TavilyLoader instances self.web_paths = web_paths if isinstance(web_paths, list) else [web_paths] @@ -376,14 +370,14 @@ class SafeTavilyLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): self._safe_process_url_sync(url) valid_urls.append(url) except Exception as e: - log.warning(f"SSL verification failed for {url}: {str(e)}") + log.warning(f'SSL verification failed for {url}: {str(e)}') if not self.continue_on_failure: raise e if not valid_urls: if self.continue_on_failure: - log.warning("No valid URLs to process after SSL verification") + log.warning('No valid URLs to process after SSL verification') return - raise ValueError("No valid URLs to process after SSL verification") + raise ValueError('No valid URLs to process after SSL verification') try: loader = TavilyLoader( urls=valid_urls, @@ -394,7 +388,7 @@ class SafeTavilyLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): yield from loader.lazy_load() except Exception as e: if self.continue_on_failure: - log.exception(f"Error extracting content from URLs: {e}") + log.exception(f'Error extracting content from URLs: {e}') else: raise e @@ -406,15 +400,15 @@ class SafeTavilyLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): await self._safe_process_url(url) valid_urls.append(url) except Exception as e: - log.warning(f"SSL verification failed for {url}: {str(e)}") + log.warning(f'SSL verification failed for {url}: {str(e)}') if not self.continue_on_failure: raise e if not valid_urls: if self.continue_on_failure: - log.warning("No valid URLs to process after SSL verification") + log.warning('No valid URLs to process after SSL verification') return - raise ValueError("No valid URLs to process after SSL verification") + raise ValueError('No valid URLs to process after SSL verification') try: loader = TavilyLoader( @@ -427,7 +421,7 @@ class SafeTavilyLoader(BaseLoader, RateLimitMixin, URLProcessingMixin): yield document except Exception as e: if self.continue_on_failure: - log.exception(f"Error loading URLs: {e}") + log.exception(f'Error loading URLs: {e}') else: raise e @@ -462,15 +456,15 @@ class SafePlaywrightURLLoader(PlaywrightURLLoader, RateLimitMixin, URLProcessing ): """Initialize with additional safety parameters and remote browser support.""" - proxy_server = proxy.get("server") if proxy else None + proxy_server = proxy.get('server') if proxy else None if trust_env and not proxy_server: env_proxies = urllib.request.getproxies() - env_proxy_server = env_proxies.get("https") or env_proxies.get("http") + env_proxy_server = env_proxies.get('https') or env_proxies.get('http') if env_proxy_server: if proxy: - proxy["server"] = env_proxy_server + proxy['server'] = env_proxy_server else: - proxy = {"server": env_proxy_server} + proxy = {'server': env_proxy_server} # We'll set headless to False if using playwright_ws_url since it's handled by the remote browser super().__init__( @@ -504,14 +498,14 @@ class SafePlaywrightURLLoader(PlaywrightURLLoader, RateLimitMixin, URLProcessing page = browser.new_page() response = page.goto(url, timeout=self.playwright_timeout) if response is None: - raise ValueError(f"page.goto() returned None for url {url}") + raise ValueError(f'page.goto() returned None for url {url}') text = self.evaluator.evaluate(page, browser, response) - metadata = {"source": url} + metadata = {'source': url} yield Document(page_content=text, metadata=metadata) except Exception as e: if self.continue_on_failure: - log.exception(f"Error loading {url}: {e}") + log.exception(f'Error loading {url}: {e}') continue raise e browser.close() @@ -525,9 +519,7 @@ class SafePlaywrightURLLoader(PlaywrightURLLoader, RateLimitMixin, URLProcessing if self.playwright_ws_url: browser = await p.chromium.connect(self.playwright_ws_url) else: - browser = await p.chromium.launch( - headless=self.headless, proxy=self.proxy - ) + browser = await p.chromium.launch(headless=self.headless, proxy=self.proxy) for url in self.urls: try: @@ -535,14 +527,14 @@ class SafePlaywrightURLLoader(PlaywrightURLLoader, RateLimitMixin, URLProcessing page = await browser.new_page() response = await page.goto(url, timeout=self.playwright_timeout) if response is None: - raise ValueError(f"page.goto() returned None for url {url}") + raise ValueError(f'page.goto() returned None for url {url}') text = await self.evaluator.evaluate_async(page, browser, response) - metadata = {"source": url} + metadata = {'source': url} yield Document(page_content=text, metadata=metadata) except Exception as e: if self.continue_on_failure: - log.exception(f"Error loading {url}: {e}") + log.exception(f'Error loading {url}: {e}') continue raise e await browser.close() @@ -560,9 +552,7 @@ class SafeWebBaseLoader(WebBaseLoader): super().__init__(*args, **kwargs) self.trust_env = trust_env - async def _fetch( - self, url: str, retries: int = 3, cooldown: int = 2, backoff: float = 1.5 - ) -> str: + async def _fetch(self, url: str, retries: int = 3, cooldown: int = 2, backoff: float = 1.5) -> str: async with aiohttp.ClientSession(trust_env=self.trust_env) as session: for i in range(retries): try: @@ -571,7 +561,7 @@ class SafeWebBaseLoader(WebBaseLoader): cookies=self.session.cookies.get_dict(), ) if not self.session.verify: - kwargs["ssl"] = False + kwargs['ssl'] = False async with session.get( url, @@ -585,16 +575,11 @@ class SafeWebBaseLoader(WebBaseLoader): if i == retries - 1: raise else: - log.warning( - f"Error fetching {url} with attempt " - f"{i + 1}/{retries}: {e}. Retrying..." - ) + log.warning(f'Error fetching {url} with attempt {i + 1}/{retries}: {e}. Retrying...') await asyncio.sleep(cooldown * backoff**i) - raise ValueError("retry count exceeded") + raise ValueError('retry count exceeded') - def _unpack_fetch_results( - self, results: Any, urls: List[str], parser: Union[str, None] = None - ) -> List[Any]: + def _unpack_fetch_results(self, results: Any, urls: List[str], parser: Union[str, None] = None) -> List[Any]: """Unpack fetch results into BeautifulSoup objects.""" from bs4 import BeautifulSoup @@ -602,17 +587,15 @@ class SafeWebBaseLoader(WebBaseLoader): for i, result in enumerate(results): url = urls[i] if parser is None: - if url.endswith(".xml"): - parser = "xml" + if url.endswith('.xml'): + parser = 'xml' else: parser = self.default_parser self._check_parser(parser) final_results.append(BeautifulSoup(result, parser, **self.bs_kwargs)) return final_results - async def ascrape_all( - self, urls: List[str], parser: Union[str, None] = None - ) -> List[Any]: + async def ascrape_all(self, urls: List[str], parser: Union[str, None] = None) -> List[Any]: """Async fetch all urls, then return soups for all results.""" results = await self.fetch_all(urls) return self._unpack_fetch_results(results, urls, parser=parser) @@ -630,22 +613,20 @@ class SafeWebBaseLoader(WebBaseLoader): yield Document(page_content=text, metadata=metadata) except Exception as e: # Log the error and continue with the next URL - log.exception(f"Error loading {path}: {e}") + log.exception(f'Error loading {path}: {e}') async def alazy_load(self) -> AsyncIterator[Document]: """Async lazy load text from the url(s) in web_path.""" results = await self.ascrape_all(self.web_paths) for path, soup in zip(self.web_paths, results): text = soup.get_text(**self.bs_get_text_kwargs) - metadata = {"source": path} - if title := soup.find("title"): - metadata["title"] = title.get_text() - if description := soup.find("meta", attrs={"name": "description"}): - metadata["description"] = description.get( - "content", "No description found." - ) - if html := soup.find("html"): - metadata["language"] = html.get("lang", "No language found.") + metadata = {'source': path} + if title := soup.find('title'): + metadata['title'] = title.get_text() + if description := soup.find('meta', attrs={'name': 'description'}): + metadata['description'] = description.get('content', 'No description found.') + if html := soup.find('html'): + metadata['language'] = html.get('lang', 'No language found.') yield Document(page_content=text, metadata=metadata) async def aload(self) -> list[Document]: @@ -663,18 +644,18 @@ def get_web_loader( safe_urls = safe_validate_urls([urls] if isinstance(urls, str) else urls) if not safe_urls: - log.warning(f"All provided URLs were blocked or invalid: {urls}") + log.warning(f'All provided URLs were blocked or invalid: {urls}') raise ValueError(ERROR_MESSAGES.INVALID_URL) web_loader_args = { - "web_paths": safe_urls, - "verify_ssl": verify_ssl, - "requests_per_second": requests_per_second, - "continue_on_failure": True, - "trust_env": trust_env, + 'web_paths': safe_urls, + 'verify_ssl': verify_ssl, + 'requests_per_second': requests_per_second, + 'continue_on_failure': True, + 'trust_env': trust_env, } - if WEB_LOADER_ENGINE.value == "" or WEB_LOADER_ENGINE.value == "safe_web": + if WEB_LOADER_ENGINE.value == '' or WEB_LOADER_ENGINE.value == 'safe_web': WebLoaderClass = SafeWebBaseLoader request_kwargs = {} @@ -685,42 +666,42 @@ def get_web_loader( timeout_value = None if timeout_value: - request_kwargs["timeout"] = timeout_value + request_kwargs['timeout'] = timeout_value if request_kwargs: - web_loader_args["requests_kwargs"] = request_kwargs + web_loader_args['requests_kwargs'] = request_kwargs - if WEB_LOADER_ENGINE.value == "playwright": + if WEB_LOADER_ENGINE.value == 'playwright': WebLoaderClass = SafePlaywrightURLLoader - web_loader_args["playwright_timeout"] = PLAYWRIGHT_TIMEOUT.value + web_loader_args['playwright_timeout'] = PLAYWRIGHT_TIMEOUT.value if PLAYWRIGHT_WS_URL.value: - web_loader_args["playwright_ws_url"] = PLAYWRIGHT_WS_URL.value + web_loader_args['playwright_ws_url'] = PLAYWRIGHT_WS_URL.value - if WEB_LOADER_ENGINE.value == "firecrawl": + if WEB_LOADER_ENGINE.value == 'firecrawl': WebLoaderClass = SafeFireCrawlLoader - web_loader_args["api_key"] = FIRECRAWL_API_KEY.value - web_loader_args["api_url"] = FIRECRAWL_API_BASE_URL.value + web_loader_args['api_key'] = FIRECRAWL_API_KEY.value + web_loader_args['api_url'] = FIRECRAWL_API_BASE_URL.value if FIRECRAWL_TIMEOUT.value: try: - web_loader_args["timeout"] = int(FIRECRAWL_TIMEOUT.value) + web_loader_args['timeout'] = int(FIRECRAWL_TIMEOUT.value) except ValueError: pass - if WEB_LOADER_ENGINE.value == "tavily": + if WEB_LOADER_ENGINE.value == 'tavily': WebLoaderClass = SafeTavilyLoader - web_loader_args["api_key"] = TAVILY_API_KEY.value - web_loader_args["extract_depth"] = TAVILY_EXTRACT_DEPTH.value + web_loader_args['api_key'] = TAVILY_API_KEY.value + web_loader_args['extract_depth'] = TAVILY_EXTRACT_DEPTH.value - if WEB_LOADER_ENGINE.value == "external": + if WEB_LOADER_ENGINE.value == 'external': WebLoaderClass = ExternalWebLoader - web_loader_args["external_url"] = EXTERNAL_WEB_LOADER_URL.value - web_loader_args["external_api_key"] = EXTERNAL_WEB_LOADER_API_KEY.value + web_loader_args['external_url'] = EXTERNAL_WEB_LOADER_URL.value + web_loader_args['external_api_key'] = EXTERNAL_WEB_LOADER_API_KEY.value if WebLoaderClass: web_loader = WebLoaderClass(**web_loader_args) log.debug( - "Using WEB_LOADER_ENGINE %s for %s URLs", + 'Using WEB_LOADER_ENGINE %s for %s URLs', web_loader.__class__.__name__, len(safe_urls), ) @@ -728,6 +709,6 @@ def get_web_loader( return web_loader else: raise ValueError( - f"Invalid WEB_LOADER_ENGINE: {WEB_LOADER_ENGINE.value}. " + f'Invalid WEB_LOADER_ENGINE: {WEB_LOADER_ENGINE.value}. ' "Please set it to 'safe_web', 'playwright', 'firecrawl', or 'tavily'." ) diff --git a/backend/open_webui/retrieval/web/yacy.py b/backend/open_webui/retrieval/web/yacy.py index 2419717b24..32ca04f531 100644 --- a/backend/open_webui/retrieval/web/yacy.py +++ b/backend/open_webui/retrieval/web/yacy.py @@ -41,29 +41,29 @@ def search_yacy( yacy_auth = HTTPDigestAuth(username, password) params = { - "query": query, - "contentdom": "text", - "resource": "global", - "maximumRecords": count, - "nav": "none", + 'query': query, + 'contentdom': 'text', + 'resource': 'global', + 'maximumRecords': count, + 'nav': 'none', } # Check if provided a json API URL - if not query_url.endswith("yacysearch.json"): + if not query_url.endswith('yacysearch.json'): # Strip all query parameters from the URL - query_url = query_url.rstrip("/") + "/yacysearch.json" + query_url = query_url.rstrip('/') + '/yacysearch.json' - log.debug(f"searching {query_url}") + log.debug(f'searching {query_url}') response = requests.get( query_url, auth=yacy_auth, headers={ - "User-Agent": "Open WebUI (https://github.com/open-webui/open-webui) RAG Bot", - "Accept": "text/html", - "Accept-Encoding": "gzip, deflate", - "Accept-Language": "en-US,en;q=0.5", - "Connection": "keep-alive", + 'User-Agent': 'Open WebUI (https://github.com/open-webui/open-webui) RAG Bot', + 'Accept': 'text/html', + 'Accept-Encoding': 'gzip, deflate', + 'Accept-Language': 'en-US,en;q=0.5', + 'Connection': 'keep-alive', }, params=params, ) @@ -71,15 +71,15 @@ def search_yacy( response.raise_for_status() # Raise an exception for HTTP errors. json_response = response.json() - results = json_response.get("channels", [{}])[0].get("items", []) - sorted_results = sorted(results, key=lambda x: x.get("ranking", 0), reverse=True) + results = json_response.get('channels', [{}])[0].get('items', []) + sorted_results = sorted(results, key=lambda x: x.get('ranking', 0), reverse=True) if filter_list: sorted_results = get_filtered_results(sorted_results, filter_list) return [ SearchResult( - link=result["link"], - title=result.get("title"), - snippet=result.get("description"), + link=result['link'], + title=result.get('title'), + snippet=result.get('description'), ) for result in sorted_results[:count] ] diff --git a/backend/open_webui/retrieval/web/yandex.py b/backend/open_webui/retrieval/web/yandex.py index fba4ee482e..352d2a3afb 100644 --- a/backend/open_webui/retrieval/web/yandex.py +++ b/backend/open_webui/retrieval/web/yandex.py @@ -20,14 +20,14 @@ log = logging.getLogger(__name__) def xml_element_contents_to_string(element: Element) -> str: - buffer = [element.text if element.text else ""] + buffer = [element.text if element.text else ''] for child in element: buffer.append(xml_element_contents_to_string(child)) - buffer.append(element.tail if element.tail else "") + buffer.append(element.tail if element.tail else '') - return "".join(buffer) + return ''.join(buffer) def search_yandex( @@ -42,42 +42,38 @@ def search_yandex( ) -> List[SearchResult]: try: headers = { - "User-Agent": "Open WebUI (https://github.com/open-webui/open-webui) RAG Bot", - "Authorization": f"Api-Key {yandex_search_api_key}", + 'User-Agent': 'Open WebUI (https://github.com/open-webui/open-webui) RAG Bot', + 'Authorization': f'Api-Key {yandex_search_api_key}', } if user is not None: headers = include_user_info_headers(headers, user) - chat_id = getattr(request.state, "chat_id", None) + chat_id = getattr(request.state, 'chat_id', None) if chat_id: headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = str(chat_id) - payload = {} if yandex_search_config == "" else json.loads(yandex_search_config) + payload = {} if yandex_search_config == '' else json.loads(yandex_search_config) - if type(payload.get("query", None)) != dict: - payload["query"] = {} + if type(payload.get('query', None)) != dict: + payload['query'] = {} - if "searchType" not in payload["query"]: - payload["query"]["searchType"] = "SEARCH_TYPE_RU" + if 'searchType' not in payload['query']: + payload['query']['searchType'] = 'SEARCH_TYPE_RU' - payload["query"]["queryText"] = query + payload['query']['queryText'] = query - if type(payload.get("groupSpec", None)) != dict: - payload["groupSpec"] = {} + if type(payload.get('groupSpec', None)) != dict: + payload['groupSpec'] = {} - if "groupMode" not in payload["groupSpec"]: - payload["groupSpec"]["groupMode"] = "GROUP_MODE_DEEP" + if 'groupMode' not in payload['groupSpec']: + payload['groupSpec']['groupMode'] = 'GROUP_MODE_DEEP' - payload["groupSpec"]["groupsOnPage"] = count - payload["groupSpec"]["docsInGroup"] = 1 + payload['groupSpec']['groupsOnPage'] = count + payload['groupSpec']['docsInGroup'] = 1 response = requests.post( - ( - "https://searchapi.api.cloud.yandex.net/v2/web/search" - if yandex_search_url == "" - else yandex_search_url - ), + ('https://searchapi.api.cloud.yandex.net/v2/web/search' if yandex_search_url == '' else yandex_search_url), headers=headers, json=payload, ) @@ -85,29 +81,21 @@ def search_yandex( response.raise_for_status() response_body = response.json() - if "rawData" not in response_body: - raise Exception(f"No `rawData` in response body: {response_body}") + if 'rawData' not in response_body: + raise Exception(f'No `rawData` in response body: {response_body}') - search_result_body_bytes = base64.decodebytes( - bytes(response_body["rawData"], "utf-8") - ) + search_result_body_bytes = base64.decodebytes(bytes(response_body['rawData'], 'utf-8')) doc_root = ET.parse(io.BytesIO(search_result_body_bytes)) results = [] - for group in doc_root.findall("response/results/grouping/group"): + for group in doc_root.findall('response/results/grouping/group'): results.append( { - "url": xml_element_contents_to_string(group.find("doc/url")).strip( - "\n" - ), - "title": xml_element_contents_to_string( - group.find("doc/title") - ).strip("\n"), - "snippet": xml_element_contents_to_string( - group.find("doc/passages/passage") - ), + 'url': xml_element_contents_to_string(group.find('doc/url')).strip('\n'), + 'title': xml_element_contents_to_string(group.find('doc/title')).strip('\n'), + 'snippet': xml_element_contents_to_string(group.find('doc/passages/passage')), } ) @@ -115,49 +103,47 @@ def search_yandex( results = [ SearchResult( - link=result.get("url"), - title=result.get("title"), - snippet=result.get("snippet"), + link=result.get('url'), + title=result.get('title'), + snippet=result.get('snippet'), ) for result in results[:count] ] - log.info(f"Yandex search results: {results}") + log.info(f'Yandex search results: {results}') return results except Exception as e: - log.error(f"Error in search: {e}") + log.error(f'Error in search: {e}') return [] -if __name__ == "__main__": +if __name__ == '__main__': from starlette.datastructures import Headers from fastapi import FastAPI result = search_yandex( Request( { - "type": "http", - "asgi.version": "3.0", - "asgi.spec_version": "2.0", - "method": "GET", - "path": "/internal", - "query_string": b"", - "headers": Headers({}).raw, - "client": ("127.0.0.1", 12345), - "server": ("127.0.0.1", 80), - "scheme": "http", - "app": FastAPI(), + 'type': 'http', + 'asgi.version': '3.0', + 'asgi.spec_version': '2.0', + 'method': 'GET', + 'path': '/internal', + 'query_string': b'', + 'headers': Headers({}).raw, + 'client': ('127.0.0.1', 12345), + 'server': ('127.0.0.1', 80), + 'scheme': 'http', + 'app': FastAPI(), }, None, ), - os.environ.get("YANDEX_WEB_SEARCH_URL", ""), - os.environ.get("YANDEX_WEB_SEARCH_API_KEY", ""), - os.environ.get( - "YANDEX_WEB_SEARCH_CONFIG", '{"query": {"searchType": "SEARCH_TYPE_COM"}}' - ), - "TOP movies of the past year", + os.environ.get('YANDEX_WEB_SEARCH_URL', ''), + os.environ.get('YANDEX_WEB_SEARCH_API_KEY', ''), + os.environ.get('YANDEX_WEB_SEARCH_CONFIG', '{"query": {"searchType": "SEARCH_TYPE_COM"}}'), + 'TOP movies of the past year', 3, ) diff --git a/backend/open_webui/retrieval/web/ydc.py b/backend/open_webui/retrieval/web/ydc.py index 21d725a895..21059d8b03 100644 --- a/backend/open_webui/retrieval/web/ydc.py +++ b/backend/open_webui/retrieval/web/ydc.py @@ -12,7 +12,7 @@ def search_youcom( query: str, count: int, filter_list: Optional[List[str]] = None, - language: str = "EN", + language: str = 'EN', ) -> List[SearchResult]: """Search using You.com's YDC Index API and return the results as a list of SearchResult objects. @@ -23,30 +23,30 @@ def search_youcom( filter_list (list[str], optional): Domain filter list language (str): Language code for search results (default: "EN") """ - url = "https://ydc-index.io/v1/search" + url = 'https://ydc-index.io/v1/search' headers = { - "Accept": "application/json", - "X-API-KEY": api_key, + 'Accept': 'application/json', + 'X-API-KEY': api_key, } params = { - "query": query, - "count": count, - "language": language, + 'query': query, + 'count': count, + 'language': language, } response = requests.get(url, headers=headers, params=params) response.raise_for_status() json_response = response.json() - results = json_response.get("results", {}).get("web", []) + results = json_response.get('results', {}).get('web', []) if filter_list: results = get_filtered_results(results, filter_list) return [ SearchResult( - link=result["url"], - title=result.get("title"), + link=result['url'], + title=result.get('title'), snippet=_build_snippet(result), ) for result in results[:count] @@ -62,12 +62,12 @@ def _build_snippet(result: dict) -> str: """ parts: list[str] = [] - description = result.get("description") + description = result.get('description') if description: parts.append(description) - snippets = result.get("snippets") + snippets = result.get('snippets') if snippets and isinstance(snippets, list): parts.extend(snippets) - return "\n\n".join(parts) + return '\n\n'.join(parts) diff --git a/backend/open_webui/routers/analytics.py b/backend/open_webui/routers/analytics.py index 1bd12f7bdb..8636444a5d 100644 --- a/backend/open_webui/routers/analytics.py +++ b/backend/open_webui/routers/analytics.py @@ -11,8 +11,8 @@ from open_webui.models.groups import Groups from open_webui.models.users import Users from open_webui.models.feedbacks import Feedbacks from open_webui.utils.auth import get_admin_user -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession log = logging.getLogger(__name__) @@ -53,18 +53,16 @@ class UserAnalyticsResponse(BaseModel): #################### -@router.get("/models", response_model=ModelAnalyticsResponse) +@router.get('/models', response_model=ModelAnalyticsResponse) async def get_model_analytics( - start_date: Optional[int] = Query(None, description="Start timestamp (epoch)"), - end_date: Optional[int] = Query(None, description="End timestamp (epoch)"), - group_id: Optional[str] = Query(None, description="Filter by user group ID"), + start_date: Optional[int] = Query(None, description='Start timestamp (epoch)'), + end_date: Optional[int] = Query(None, description='End timestamp (epoch)'), + group_id: Optional[str] = Query(None, description='Filter by user group ID'), user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get message counts per model.""" - counts = ChatMessages.get_message_count_by_model( - start_date=start_date, end_date=end_date, group_id=group_id, db=db - ) + counts = await ChatMessages.get_message_count_by_model(start_date=start_date, end_date=end_date, group_id=group_id, db=db) models = [ ModelAnalyticsEntry(model_id=model_id, count=count) for model_id, count in sorted(counts.items(), key=lambda x: -x[1]) @@ -72,28 +70,24 @@ async def get_model_analytics( return ModelAnalyticsResponse(models=models) -@router.get("/users", response_model=UserAnalyticsResponse) +@router.get('/users', response_model=UserAnalyticsResponse) async def get_user_analytics( - start_date: Optional[int] = Query(None, description="Start timestamp (epoch)"), - end_date: Optional[int] = Query(None, description="End timestamp (epoch)"), - group_id: Optional[str] = Query(None, description="Filter by user group ID"), - limit: int = Query(50, description="Max users to return"), + start_date: Optional[int] = Query(None, description='Start timestamp (epoch)'), + end_date: Optional[int] = Query(None, description='End timestamp (epoch)'), + group_id: Optional[str] = Query(None, description='Filter by user group ID'), + limit: int = Query(50, description='Max users to return'), user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get message counts and token usage per user with user info.""" - counts = ChatMessages.get_message_count_by_user( + counts = await ChatMessages.get_message_count_by_user(start_date=start_date, end_date=end_date, group_id=group_id, db=db) + token_usage = await ChatMessages.get_token_usage_by_user( start_date=start_date, end_date=end_date, group_id=group_id, db=db ) - token_usage = ChatMessages.get_token_usage_by_user( - start_date=start_date, end_date=end_date, db=db - ) # Get user info for top users - top_user_ids = [ - uid for uid, _ in sorted(counts.items(), key=lambda x: -x[1])[:limit] - ] - user_info = {u.id: u for u in Users.get_users_by_user_ids(top_user_ids, db=db)} + top_user_ids = [uid for uid, _ in sorted(counts.items(), key=lambda x: -x[1])[:limit]] + user_info = {u.id: u for u in await Users.get_users_by_user_ids(top_user_ids, db=db)} users = [] for user_id in top_user_ids: @@ -105,32 +99,32 @@ async def get_user_analytics( name=u.name if u else None, email=u.email if u else None, count=counts[user_id], - input_tokens=tokens.get("input_tokens", 0), - output_tokens=tokens.get("output_tokens", 0), - total_tokens=tokens.get("total_tokens", 0), + input_tokens=tokens.get('input_tokens', 0), + output_tokens=tokens.get('output_tokens', 0), + total_tokens=tokens.get('total_tokens', 0), ) ) return UserAnalyticsResponse(users=users) -@router.get("/messages", response_model=list[ChatMessageModel]) +@router.get('/messages', response_model=list[ChatMessageModel]) async def get_messages( - model_id: Optional[str] = Query(None, description="Filter by model ID"), - user_id: Optional[str] = Query(None, description="Filter by user ID"), - chat_id: Optional[str] = Query(None, description="Filter by chat ID"), - start_date: Optional[int] = Query(None, description="Start timestamp (epoch)"), - end_date: Optional[int] = Query(None, description="End timestamp (epoch)"), + model_id: Optional[str] = Query(None, description='Filter by model ID'), + user_id: Optional[str] = Query(None, description='Filter by user ID'), + chat_id: Optional[str] = Query(None, description='Filter by chat ID'), + start_date: Optional[int] = Query(None, description='Start timestamp (epoch)'), + end_date: Optional[int] = Query(None, description='End timestamp (epoch)'), skip: int = Query(0), limit: int = Query(50, le=100), user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Query messages with filters.""" if chat_id: - return ChatMessages.get_messages_by_chat_id(chat_id=chat_id, db=db) + return await ChatMessages.get_messages_by_chat_id(chat_id=chat_id, db=db) elif model_id: - return ChatMessages.get_messages_by_model_id( + return await ChatMessages.get_messages_by_model_id( model_id=model_id, start_date=start_date, end_date=end_date, @@ -139,9 +133,7 @@ async def get_messages( db=db, ) elif user_id: - return ChatMessages.get_messages_by_user_id( - user_id=user_id, skip=skip, limit=limit, db=db - ) + return await ChatMessages.get_messages_by_user_id(user_id=user_id, skip=skip, limit=limit, db=db) else: # Return empty if no filter specified return [] @@ -154,22 +146,22 @@ class SummaryResponse(BaseModel): total_users: int -@router.get("/summary", response_model=SummaryResponse) +@router.get('/summary', response_model=SummaryResponse) async def get_summary( - start_date: Optional[int] = Query(None, description="Start timestamp (epoch)"), - end_date: Optional[int] = Query(None, description="End timestamp (epoch)"), - group_id: Optional[str] = Query(None, description="Filter by user group ID"), + start_date: Optional[int] = Query(None, description='Start timestamp (epoch)'), + end_date: Optional[int] = Query(None, description='End timestamp (epoch)'), + group_id: Optional[str] = Query(None, description='Filter by user group ID'), user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get summary statistics for the dashboard.""" - model_counts = ChatMessages.get_message_count_by_model( + model_counts = await ChatMessages.get_message_count_by_model( start_date=start_date, end_date=end_date, group_id=group_id, db=db ) - user_counts = ChatMessages.get_message_count_by_user( + user_counts = await ChatMessages.get_message_count_by_user( start_date=start_date, end_date=end_date, group_id=group_id, db=db ) - chat_counts = ChatMessages.get_message_count_by_chat( + chat_counts = await ChatMessages.get_message_count_by_chat( start_date=start_date, end_date=end_date, group_id=group_id, db=db ) @@ -190,29 +182,24 @@ class DailyStatsResponse(BaseModel): data: list[DailyStatsEntry] -@router.get("/daily", response_model=DailyStatsResponse) +@router.get('/daily', response_model=DailyStatsResponse) async def get_daily_stats( - start_date: Optional[int] = Query(None, description="Start timestamp (epoch)"), - end_date: Optional[int] = Query(None, description="End timestamp (epoch)"), - group_id: Optional[str] = Query(None, description="Filter by user group ID"), - granularity: str = Query("daily", description="Granularity: 'hourly' or 'daily'"), + start_date: Optional[int] = Query(None, description='Start timestamp (epoch)'), + end_date: Optional[int] = Query(None, description='End timestamp (epoch)'), + group_id: Optional[str] = Query(None, description='Filter by user group ID'), + granularity: str = Query('daily', description="Granularity: 'hourly' or 'daily'"), user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get message counts grouped by model for time-series chart.""" - if granularity == "hourly": - counts = ChatMessages.get_hourly_message_counts_by_model( - start_date=start_date, end_date=end_date, db=db - ) + if granularity == 'hourly': + counts = await ChatMessages.get_hourly_message_counts_by_model(start_date=start_date, end_date=end_date, db=db) else: - counts = ChatMessages.get_daily_message_counts_by_model( + counts = await ChatMessages.get_daily_message_counts_by_model( start_date=start_date, end_date=end_date, group_id=group_id, db=db ) return DailyStatsResponse( - data=[ - DailyStatsEntry(date=date, models=models) - for date, models in sorted(counts.items()) - ] + data=[DailyStatsEntry(date=date, models=models) for date, models in sorted(counts.items())] ) @@ -231,22 +218,20 @@ class TokenUsageResponse(BaseModel): total_tokens: int -@router.get("/tokens", response_model=TokenUsageResponse) +@router.get('/tokens', response_model=TokenUsageResponse) async def get_token_usage( start_date: Optional[int] = Query(None), end_date: Optional[int] = Query(None), - group_id: Optional[str] = Query(None, description="Filter by user group ID"), + group_id: Optional[str] = Query(None, description='Filter by user group ID'), user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get token usage aggregated by model.""" - usage = ChatMessages.get_token_usage_by_model( - start_date=start_date, end_date=end_date, group_id=group_id, db=db - ) + usage = await ChatMessages.get_token_usage_by_model(start_date=start_date, end_date=end_date, group_id=group_id, db=db) models = [ TokenUsageEntry(model_id=model_id, **data) - for model_id, data in sorted(usage.items(), key=lambda x: -x[1]["total_tokens"]) + for model_id, data in sorted(usage.items(), key=lambda x: -x[1]['total_tokens']) ] total_input = sum(m.input_tokens for m in models) @@ -278,7 +263,7 @@ class ModelChatsResponse(BaseModel): total: int -@router.get("/models/{model_id:path}/chats", response_model=ModelChatsResponse) +@router.get('/models/{model_id:path}/chats', response_model=ModelChatsResponse) async def get_model_chats( model_id: str, start_date: Optional[int] = Query(None), @@ -286,12 +271,12 @@ async def get_model_chats( skip: int = Query(0), limit: int = Query(50, le=100), user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get chats that used a specific model, with preview and feedback info.""" # Get chat IDs that used this model - chat_ids = ChatMessages.get_chat_ids_by_model_id( + chat_ids = await ChatMessages.get_chat_ids_by_model_id( model_id=model_id, start_date=start_date, end_date=end_date, @@ -306,12 +291,12 @@ async def get_model_chats( # Get chat details from messages only chats_data = [] for chat_id in chat_ids: - messages = ChatMessages.get_messages_by_chat_id(chat_id, db=db) + messages = await ChatMessages.get_messages_by_chat_id(chat_id, db=db) if not messages: continue # Get user_id from first user message - first_user_msg = next((m for m in messages if m.role == "user"), None) + first_user_msg = next((m for m in messages if m.role == 'user'), None) user_id = first_user_msg.user_id if first_user_msg else None # Extract first message content as preview @@ -321,13 +306,13 @@ async def get_model_chats( if isinstance(content, str): first_message = content[:200] elif isinstance(content, list): - text_parts = [b.get("text", "") for b in content if isinstance(b, dict)] - first_message = " ".join(text_parts)[:200] + text_parts = [b.get('text', '') for b in content if isinstance(b, dict)] + first_message = ' '.join(text_parts)[:200] # Get user info user_name = None if user_id: - user_info = Users.get_user_by_id(user_id, db=db) + user_info = await Users.get_user_by_id(user_id, db=db) user_name = user_info.name if user_info else None # Timestamps from messages @@ -367,17 +352,17 @@ class ModelOverviewResponse(BaseModel): tags: list[TagEntry] -@router.get("/models/{model_id:path}/overview", response_model=ModelOverviewResponse) +@router.get('/models/{model_id:path}/overview', response_model=ModelOverviewResponse) async def get_model_overview( model_id: str, - days: int = Query(30, description="Number of days of history (0 for all)"), + days: int = Query(30, description='Number of days of history (0 for all)'), user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get model overview with feedback history and chat tags.""" # Get chat IDs that used this model - chat_ids = ChatMessages.get_chat_ids_by_model_id( + chat_ids = await ChatMessages.get_chat_ids_by_model_id( model_id=model_id, start_date=None, end_date=None, @@ -387,7 +372,7 @@ async def get_model_overview( ) # Get feedback history per day - history_counts: dict[str, dict] = defaultdict(lambda: {"won": 0, "lost": 0}) + history_counts: dict[str, dict] = defaultdict(lambda: {'won': 0, 'lost': 0}) # Calculate start date for history now = datetime.now() @@ -396,21 +381,21 @@ async def get_model_overview( start_dt = now - timedelta(days=days) for chat_id in chat_ids: - feedbacks = Feedbacks.get_feedbacks_by_chat_id(chat_id, db=db) + feedbacks = await Feedbacks.get_feedbacks_by_chat_id(chat_id, db=db) for fb in feedbacks: - if fb.data and "rating" in fb.data: - rating = fb.data["rating"] + if fb.data and 'rating' in fb.data: + rating = fb.data['rating'] fb_date = datetime.fromtimestamp(fb.created_at) # Filter by date range if start_dt and fb_date < start_dt: continue - date_str = fb_date.strftime("%Y-%m-%d") + date_str = fb_date.strftime('%Y-%m-%d') if rating == 1: - history_counts[date_str]["won"] += 1 + history_counts[date_str]['won'] += 1 elif rating == -1: - history_counts[date_str]["lost"] += 1 + history_counts[date_str]['lost'] += 1 # Fill in missing days history = [] @@ -421,18 +406,18 @@ async def get_model_overview( elif history_counts: # Find earliest date min_date = min(history_counts.keys()) - current = datetime.strptime(min_date, "%Y-%m-%d") + current = datetime.strptime(min_date, '%Y-%m-%d') else: current = now while current <= end_dt: - date_str = current.strftime("%Y-%m-%d") - counts = history_counts.get(date_str, {"won": 0, "lost": 0}) + date_str = current.strftime('%Y-%m-%d') + counts = history_counts.get(date_str, {'won': 0, 'lost': 0}) history.append( HistoryEntry( date=date_str, - won=counts["won"], - lost=counts["lost"], + won=counts['won'], + lost=counts['lost'], ) ) current += timedelta(days=1) @@ -440,15 +425,12 @@ async def get_model_overview( # Get chat tags tag_counts: dict[str, int] = defaultdict(int) for chat_id in chat_ids: - chat = Chats.get_chat_by_id(chat_id, db=db) + chat = await Chats.get_chat_by_id(chat_id, db=db) if chat and chat.meta: - for tag in chat.meta.get("tags", []): + for tag in chat.meta.get('tags', []): tag_counts[tag] += 1 # Sort by count and take top 10 - tags = [ - TagEntry(tag=tag, count=count) - for tag, count in sorted(tag_counts.items(), key=lambda x: -x[1])[:10] - ] + tags = [TagEntry(tag=tag, count=count) for tag, count in sorted(tag_counts.items(), key=lambda x: -x[1])[:10]] return ModelOverviewResponse(history=history, tags=tags) diff --git a/backend/open_webui/routers/audio.py b/backend/open_webui/routers/audio.py index 3156078326..5a26d04e0f 100644 --- a/backend/open_webui/routers/audio.py +++ b/backend/open_webui/routers/audio.py @@ -68,13 +68,15 @@ AZURE_MAX_FILE_SIZE = AZURE_MAX_FILE_SIZE_MB * 1024 * 1024 # Convert MB to byte log = logging.getLogger(__name__) -SPEECH_CACHE_DIR = CACHE_DIR / "audio" / "speech" +SPEECH_CACHE_DIR = CACHE_DIR / 'audio' / 'speech' SPEECH_CACHE_DIR.mkdir(parents=True, exist_ok=True) ########################################## # # Utility functions +# Let what is spoken here be heard clearly, and let +# no voice be reduced to noise along the way. # ########################################## @@ -86,19 +88,19 @@ def is_audio_conversion_required(file_path): """ Check if the given audio file needs conversion to mp3. """ - SUPPORTED_FORMATS = {"flac", "m4a", "mp3", "mp4", "mpeg", "wav", "webm"} + SUPPORTED_FORMATS = {'flac', 'm4a', 'mp3', 'mp4', 'mpeg', 'wav', 'webm'} if not os.path.isfile(file_path): - log.error(f"File not found: {file_path}") + log.error(f'File not found: {file_path}') return False try: info = mediainfo(file_path) - codec_name = info.get("codec_name", "").lower() - codec_type = info.get("codec_type", "").lower() - codec_tag_string = info.get("codec_tag_string", "").lower() + codec_name = info.get('codec_name', '').lower() + codec_type = info.get('codec_type', '').lower() + codec_tag_string = info.get('codec_tag_string', '').lower() - if codec_name == "aac" and codec_type == "audio" and codec_tag_string == "mp4a": + if codec_name == 'aac' and codec_type == 'audio' and codec_tag_string == 'mp4a': # File is AAC/mp4a audio, recommend mp3 conversion return True @@ -108,20 +110,20 @@ def is_audio_conversion_required(file_path): return True except Exception as e: - log.error(f"Error getting audio format: {e}") + log.error(f'Error getting audio format: {e}') return False def convert_audio_to_mp3(file_path): """Convert audio file to mp3 format.""" try: - output_path = os.path.splitext(file_path)[0] + ".mp3" + output_path = os.path.splitext(file_path)[0] + '.mp3' audio = AudioSegment.from_file(file_path) - audio.export(output_path, format="mp3") - log.info(f"Converted {file_path} to {output_path}") + audio.export(output_path, format='mp3') + log.info(f'Converted {file_path} to {output_path}') return output_path except Exception as e: - log.error(f"Error converting audio file: {e}") + log.error(f'Error converting audio file: {e}') return None @@ -131,20 +133,18 @@ def set_faster_whisper_model(model: str, auto_update: bool = False): from faster_whisper import WhisperModel faster_whisper_kwargs = { - "model_size_or_path": model, - "device": DEVICE_TYPE if DEVICE_TYPE and DEVICE_TYPE == "cuda" else "cpu", - "compute_type": WHISPER_COMPUTE_TYPE, - "download_root": WHISPER_MODEL_DIR, - "local_files_only": not auto_update, + 'model_size_or_path': model, + 'device': DEVICE_TYPE if DEVICE_TYPE and DEVICE_TYPE == 'cuda' else 'cpu', + 'compute_type': WHISPER_COMPUTE_TYPE, + 'download_root': WHISPER_MODEL_DIR, + 'local_files_only': not auto_update, } try: whisper_model = WhisperModel(**faster_whisper_kwargs) except Exception: - log.warning( - "WhisperModel initialization failed, attempting download with local_files_only=False" - ) - faster_whisper_kwargs["local_files_only"] = False + log.warning('WhisperModel initialization failed, attempting download with local_files_only=False') + faster_whisper_kwargs['local_files_only'] = False whisper_model = WhisperModel(**faster_whisper_kwargs) return whisper_model @@ -168,6 +168,8 @@ class TTSConfigForm(BaseModel): AZURE_SPEECH_REGION: str AZURE_SPEECH_BASE_URL: str AZURE_SPEECH_OUTPUT_FORMAT: str + MISTRAL_API_KEY: str + MISTRAL_API_BASE_URL: str class STTConfigForm(BaseModel): @@ -193,46 +195,46 @@ class AudioConfigUpdateForm(BaseModel): stt: STTConfigForm -@router.get("/config") +@router.get('/config') async def get_audio_config(request: Request, user=Depends(get_admin_user)): return { - "tts": { - "OPENAI_API_BASE_URL": request.app.state.config.TTS_OPENAI_API_BASE_URL, - "OPENAI_API_KEY": request.app.state.config.TTS_OPENAI_API_KEY, - "OPENAI_PARAMS": request.app.state.config.TTS_OPENAI_PARAMS, - "API_KEY": request.app.state.config.TTS_API_KEY, - "ENGINE": request.app.state.config.TTS_ENGINE, - "MODEL": request.app.state.config.TTS_MODEL, - "VOICE": request.app.state.config.TTS_VOICE, - "SPLIT_ON": request.app.state.config.TTS_SPLIT_ON, - "AZURE_SPEECH_REGION": request.app.state.config.TTS_AZURE_SPEECH_REGION, - "AZURE_SPEECH_BASE_URL": request.app.state.config.TTS_AZURE_SPEECH_BASE_URL, - "AZURE_SPEECH_OUTPUT_FORMAT": request.app.state.config.TTS_AZURE_SPEECH_OUTPUT_FORMAT, + 'tts': { + 'OPENAI_API_BASE_URL': request.app.state.config.TTS_OPENAI_API_BASE_URL, + 'OPENAI_API_KEY': request.app.state.config.TTS_OPENAI_API_KEY, + 'OPENAI_PARAMS': request.app.state.config.TTS_OPENAI_PARAMS, + 'API_KEY': request.app.state.config.TTS_API_KEY, + 'ENGINE': request.app.state.config.TTS_ENGINE, + 'MODEL': request.app.state.config.TTS_MODEL, + 'VOICE': request.app.state.config.TTS_VOICE, + 'SPLIT_ON': request.app.state.config.TTS_SPLIT_ON, + 'AZURE_SPEECH_REGION': request.app.state.config.TTS_AZURE_SPEECH_REGION, + 'AZURE_SPEECH_BASE_URL': request.app.state.config.TTS_AZURE_SPEECH_BASE_URL, + 'AZURE_SPEECH_OUTPUT_FORMAT': request.app.state.config.TTS_AZURE_SPEECH_OUTPUT_FORMAT, + 'MISTRAL_API_KEY': request.app.state.config.TTS_MISTRAL_API_KEY, + 'MISTRAL_API_BASE_URL': request.app.state.config.TTS_MISTRAL_API_BASE_URL, }, - "stt": { - "OPENAI_API_BASE_URL": request.app.state.config.STT_OPENAI_API_BASE_URL, - "OPENAI_API_KEY": request.app.state.config.STT_OPENAI_API_KEY, - "ENGINE": request.app.state.config.STT_ENGINE, - "MODEL": request.app.state.config.STT_MODEL, - "SUPPORTED_CONTENT_TYPES": request.app.state.config.STT_SUPPORTED_CONTENT_TYPES, - "WHISPER_MODEL": request.app.state.config.WHISPER_MODEL, - "DEEPGRAM_API_KEY": request.app.state.config.DEEPGRAM_API_KEY, - "AZURE_API_KEY": request.app.state.config.AUDIO_STT_AZURE_API_KEY, - "AZURE_REGION": request.app.state.config.AUDIO_STT_AZURE_REGION, - "AZURE_LOCALES": request.app.state.config.AUDIO_STT_AZURE_LOCALES, - "AZURE_BASE_URL": request.app.state.config.AUDIO_STT_AZURE_BASE_URL, - "AZURE_MAX_SPEAKERS": request.app.state.config.AUDIO_STT_AZURE_MAX_SPEAKERS, - "MISTRAL_API_KEY": request.app.state.config.AUDIO_STT_MISTRAL_API_KEY, - "MISTRAL_API_BASE_URL": request.app.state.config.AUDIO_STT_MISTRAL_API_BASE_URL, - "MISTRAL_USE_CHAT_COMPLETIONS": request.app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS, + 'stt': { + 'OPENAI_API_BASE_URL': request.app.state.config.STT_OPENAI_API_BASE_URL, + 'OPENAI_API_KEY': request.app.state.config.STT_OPENAI_API_KEY, + 'ENGINE': request.app.state.config.STT_ENGINE, + 'MODEL': request.app.state.config.STT_MODEL, + 'SUPPORTED_CONTENT_TYPES': request.app.state.config.STT_SUPPORTED_CONTENT_TYPES, + 'WHISPER_MODEL': request.app.state.config.WHISPER_MODEL, + 'DEEPGRAM_API_KEY': request.app.state.config.DEEPGRAM_API_KEY, + 'AZURE_API_KEY': request.app.state.config.AUDIO_STT_AZURE_API_KEY, + 'AZURE_REGION': request.app.state.config.AUDIO_STT_AZURE_REGION, + 'AZURE_LOCALES': request.app.state.config.AUDIO_STT_AZURE_LOCALES, + 'AZURE_BASE_URL': request.app.state.config.AUDIO_STT_AZURE_BASE_URL, + 'AZURE_MAX_SPEAKERS': request.app.state.config.AUDIO_STT_AZURE_MAX_SPEAKERS, + 'MISTRAL_API_KEY': request.app.state.config.AUDIO_STT_MISTRAL_API_KEY, + 'MISTRAL_API_BASE_URL': request.app.state.config.AUDIO_STT_MISTRAL_API_BASE_URL, + 'MISTRAL_USE_CHAT_COMPLETIONS': request.app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS, }, } -@router.post("/config/update") -async def update_audio_config( - request: Request, form_data: AudioConfigUpdateForm, user=Depends(get_admin_user) -): +@router.post('/config/update') +async def update_audio_config(request: Request, form_data: AudioConfigUpdateForm, user=Depends(get_admin_user)): request.app.state.config.TTS_OPENAI_API_BASE_URL = form_data.tts.OPENAI_API_BASE_URL request.app.state.config.TTS_OPENAI_API_KEY = form_data.tts.OPENAI_API_KEY request.app.state.config.TTS_OPENAI_PARAMS = form_data.tts.OPENAI_PARAMS @@ -242,20 +244,16 @@ async def update_audio_config( request.app.state.config.TTS_VOICE = form_data.tts.VOICE request.app.state.config.TTS_SPLIT_ON = form_data.tts.SPLIT_ON request.app.state.config.TTS_AZURE_SPEECH_REGION = form_data.tts.AZURE_SPEECH_REGION - request.app.state.config.TTS_AZURE_SPEECH_BASE_URL = ( - form_data.tts.AZURE_SPEECH_BASE_URL - ) - request.app.state.config.TTS_AZURE_SPEECH_OUTPUT_FORMAT = ( - form_data.tts.AZURE_SPEECH_OUTPUT_FORMAT - ) + request.app.state.config.TTS_AZURE_SPEECH_BASE_URL = form_data.tts.AZURE_SPEECH_BASE_URL + request.app.state.config.TTS_AZURE_SPEECH_OUTPUT_FORMAT = form_data.tts.AZURE_SPEECH_OUTPUT_FORMAT + request.app.state.config.TTS_MISTRAL_API_KEY = form_data.tts.MISTRAL_API_KEY + request.app.state.config.TTS_MISTRAL_API_BASE_URL = form_data.tts.MISTRAL_API_BASE_URL request.app.state.config.STT_OPENAI_API_BASE_URL = form_data.stt.OPENAI_API_BASE_URL request.app.state.config.STT_OPENAI_API_KEY = form_data.stt.OPENAI_API_KEY request.app.state.config.STT_ENGINE = form_data.stt.ENGINE request.app.state.config.STT_MODEL = form_data.stt.MODEL - request.app.state.config.STT_SUPPORTED_CONTENT_TYPES = ( - form_data.stt.SUPPORTED_CONTENT_TYPES - ) + request.app.state.config.STT_SUPPORTED_CONTENT_TYPES = form_data.stt.SUPPORTED_CONTENT_TYPES request.app.state.config.WHISPER_MODEL = form_data.stt.WHISPER_MODEL request.app.state.config.DEEPGRAM_API_KEY = form_data.stt.DEEPGRAM_API_KEY @@ -263,18 +261,12 @@ async def update_audio_config( request.app.state.config.AUDIO_STT_AZURE_REGION = form_data.stt.AZURE_REGION request.app.state.config.AUDIO_STT_AZURE_LOCALES = form_data.stt.AZURE_LOCALES request.app.state.config.AUDIO_STT_AZURE_BASE_URL = form_data.stt.AZURE_BASE_URL - request.app.state.config.AUDIO_STT_AZURE_MAX_SPEAKERS = ( - form_data.stt.AZURE_MAX_SPEAKERS - ) + request.app.state.config.AUDIO_STT_AZURE_MAX_SPEAKERS = form_data.stt.AZURE_MAX_SPEAKERS request.app.state.config.AUDIO_STT_MISTRAL_API_KEY = form_data.stt.MISTRAL_API_KEY - request.app.state.config.AUDIO_STT_MISTRAL_API_BASE_URL = ( - form_data.stt.MISTRAL_API_BASE_URL - ) - request.app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS = ( - form_data.stt.MISTRAL_USE_CHAT_COMPLETIONS - ) + request.app.state.config.AUDIO_STT_MISTRAL_API_BASE_URL = form_data.stt.MISTRAL_API_BASE_URL + request.app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS = form_data.stt.MISTRAL_USE_CHAT_COMPLETIONS - if request.app.state.config.STT_ENGINE == "": + if request.app.state.config.STT_ENGINE == '': request.app.state.faster_whisper_model = set_faster_whisper_model( form_data.stt.WHISPER_MODEL, WHISPER_MODEL_AUTO_UPDATE ) @@ -282,35 +274,37 @@ async def update_audio_config( request.app.state.faster_whisper_model = None return { - "tts": { - "ENGINE": request.app.state.config.TTS_ENGINE, - "MODEL": request.app.state.config.TTS_MODEL, - "VOICE": request.app.state.config.TTS_VOICE, - "OPENAI_API_BASE_URL": request.app.state.config.TTS_OPENAI_API_BASE_URL, - "OPENAI_API_KEY": request.app.state.config.TTS_OPENAI_API_KEY, - "OPENAI_PARAMS": request.app.state.config.TTS_OPENAI_PARAMS, - "API_KEY": request.app.state.config.TTS_API_KEY, - "SPLIT_ON": request.app.state.config.TTS_SPLIT_ON, - "AZURE_SPEECH_REGION": request.app.state.config.TTS_AZURE_SPEECH_REGION, - "AZURE_SPEECH_BASE_URL": request.app.state.config.TTS_AZURE_SPEECH_BASE_URL, - "AZURE_SPEECH_OUTPUT_FORMAT": request.app.state.config.TTS_AZURE_SPEECH_OUTPUT_FORMAT, + 'tts': { + 'ENGINE': request.app.state.config.TTS_ENGINE, + 'MODEL': request.app.state.config.TTS_MODEL, + 'VOICE': request.app.state.config.TTS_VOICE, + 'OPENAI_API_BASE_URL': request.app.state.config.TTS_OPENAI_API_BASE_URL, + 'OPENAI_API_KEY': request.app.state.config.TTS_OPENAI_API_KEY, + 'OPENAI_PARAMS': request.app.state.config.TTS_OPENAI_PARAMS, + 'API_KEY': request.app.state.config.TTS_API_KEY, + 'SPLIT_ON': request.app.state.config.TTS_SPLIT_ON, + 'AZURE_SPEECH_REGION': request.app.state.config.TTS_AZURE_SPEECH_REGION, + 'AZURE_SPEECH_BASE_URL': request.app.state.config.TTS_AZURE_SPEECH_BASE_URL, + 'AZURE_SPEECH_OUTPUT_FORMAT': request.app.state.config.TTS_AZURE_SPEECH_OUTPUT_FORMAT, + 'MISTRAL_API_KEY': request.app.state.config.TTS_MISTRAL_API_KEY, + 'MISTRAL_API_BASE_URL': request.app.state.config.TTS_MISTRAL_API_BASE_URL, }, - "stt": { - "OPENAI_API_BASE_URL": request.app.state.config.STT_OPENAI_API_BASE_URL, - "OPENAI_API_KEY": request.app.state.config.STT_OPENAI_API_KEY, - "ENGINE": request.app.state.config.STT_ENGINE, - "MODEL": request.app.state.config.STT_MODEL, - "SUPPORTED_CONTENT_TYPES": request.app.state.config.STT_SUPPORTED_CONTENT_TYPES, - "WHISPER_MODEL": request.app.state.config.WHISPER_MODEL, - "DEEPGRAM_API_KEY": request.app.state.config.DEEPGRAM_API_KEY, - "AZURE_API_KEY": request.app.state.config.AUDIO_STT_AZURE_API_KEY, - "AZURE_REGION": request.app.state.config.AUDIO_STT_AZURE_REGION, - "AZURE_LOCALES": request.app.state.config.AUDIO_STT_AZURE_LOCALES, - "AZURE_BASE_URL": request.app.state.config.AUDIO_STT_AZURE_BASE_URL, - "AZURE_MAX_SPEAKERS": request.app.state.config.AUDIO_STT_AZURE_MAX_SPEAKERS, - "MISTRAL_API_KEY": request.app.state.config.AUDIO_STT_MISTRAL_API_KEY, - "MISTRAL_API_BASE_URL": request.app.state.config.AUDIO_STT_MISTRAL_API_BASE_URL, - "MISTRAL_USE_CHAT_COMPLETIONS": request.app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS, + 'stt': { + 'OPENAI_API_BASE_URL': request.app.state.config.STT_OPENAI_API_BASE_URL, + 'OPENAI_API_KEY': request.app.state.config.STT_OPENAI_API_KEY, + 'ENGINE': request.app.state.config.STT_ENGINE, + 'MODEL': request.app.state.config.STT_MODEL, + 'SUPPORTED_CONTENT_TYPES': request.app.state.config.STT_SUPPORTED_CONTENT_TYPES, + 'WHISPER_MODEL': request.app.state.config.WHISPER_MODEL, + 'DEEPGRAM_API_KEY': request.app.state.config.DEEPGRAM_API_KEY, + 'AZURE_API_KEY': request.app.state.config.AUDIO_STT_AZURE_API_KEY, + 'AZURE_REGION': request.app.state.config.AUDIO_STT_AZURE_REGION, + 'AZURE_LOCALES': request.app.state.config.AUDIO_STT_AZURE_LOCALES, + 'AZURE_BASE_URL': request.app.state.config.AUDIO_STT_AZURE_BASE_URL, + 'AZURE_MAX_SPEAKERS': request.app.state.config.AUDIO_STT_AZURE_MAX_SPEAKERS, + 'MISTRAL_API_KEY': request.app.state.config.AUDIO_STT_MISTRAL_API_KEY, + 'MISTRAL_API_BASE_URL': request.app.state.config.AUDIO_STT_MISTRAL_API_BASE_URL, + 'MISTRAL_USE_CHAT_COMPLETIONS': request.app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS, }, } @@ -320,27 +314,23 @@ def load_speech_pipeline(request): from datasets import load_dataset if request.app.state.speech_synthesiser is None: - request.app.state.speech_synthesiser = pipeline( - "text-to-speech", "microsoft/speecht5_tts" - ) + request.app.state.speech_synthesiser = pipeline('text-to-speech', 'microsoft/speecht5_tts') if request.app.state.speech_speaker_embeddings_dataset is None: request.app.state.speech_speaker_embeddings_dataset = load_dataset( - "Matthijs/cmu-arctic-xvectors", split="validation" + 'Matthijs/cmu-arctic-xvectors', split='validation' ) -@router.post("/speech") +@router.post('/speech') async def speech(request: Request, user=Depends(get_verified_user)): - if request.app.state.config.TTS_ENGINE == "": + if request.app.state.config.TTS_ENGINE == '': raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND, ) - if user.role != "admin" and not has_permission( - user.id, "chat.tts", request.app.state.config.USER_PERMISSIONS - ): + if user.role != 'admin' and not await has_permission(user.id, 'chat.tts', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, @@ -349,12 +339,12 @@ async def speech(request: Request, user=Depends(get_verified_user)): body = await request.body() name = hashlib.sha256( body - + str(request.app.state.config.TTS_ENGINE).encode("utf-8") - + str(request.app.state.config.TTS_MODEL).encode("utf-8") + + str(request.app.state.config.TTS_ENGINE).encode('utf-8') + + str(request.app.state.config.TTS_MODEL).encode('utf-8') ).hexdigest() - file_path = SPEECH_CACHE_DIR.joinpath(f"{name}.mp3") - file_body_path = SPEECH_CACHE_DIR.joinpath(f"{name}.json") + file_path = SPEECH_CACHE_DIR.joinpath(f'{name}.mp3') + file_body_path = SPEECH_CACHE_DIR.joinpath(f'{name}.json') # Check if the file already exists in the cache if file_path.is_file(): @@ -362,34 +352,32 @@ async def speech(request: Request, user=Depends(get_verified_user)): payload = None try: - payload = json.loads(body.decode("utf-8")) + payload = json.loads(body.decode('utf-8')) except Exception as e: log.exception(e) - raise HTTPException(status_code=400, detail="Invalid JSON payload") + raise HTTPException(status_code=400, detail='Invalid JSON payload') r = None - if request.app.state.config.TTS_ENGINE == "openai": - payload["model"] = request.app.state.config.TTS_MODEL + if request.app.state.config.TTS_ENGINE == 'openai': + payload['model'] = request.app.state.config.TTS_MODEL try: timeout = aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) - async with aiohttp.ClientSession( - timeout=timeout, trust_env=True - ) as session: + async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: payload = { **payload, **(request.app.state.config.TTS_OPENAI_PARAMS or {}), } headers = { - "Content-Type": "application/json", - "Authorization": f"Bearer {request.app.state.config.TTS_OPENAI_API_KEY}", + 'Content-Type': 'application/json', + 'Authorization': f'Bearer {request.app.state.config.TTS_OPENAI_API_KEY}', } if ENABLE_FORWARD_USER_INFO_HEADERS: headers = include_user_info_headers(headers, user) r = await session.post( - url=f"{request.app.state.config.TTS_OPENAI_API_BASE_URL}/audio/speech", + url=f'{request.app.state.config.TTS_OPENAI_API_BASE_URL}/audio/speech', json=payload, headers=headers, ssl=AIOHTTP_CLIENT_SESSION_SSL, @@ -397,10 +385,10 @@ async def speech(request: Request, user=Depends(get_verified_user)): r.raise_for_status() - async with aiofiles.open(file_path, "wb") as f: + async with aiofiles.open(file_path, 'wb') as f: await f.write(await r.read()) - async with aiofiles.open(file_body_path, "w") as f: + async with aiofiles.open(file_body_path, 'w') as f: await f.write(json.dumps(payload)) return FileResponse(file_path) @@ -410,57 +398,55 @@ async def speech(request: Request, user=Depends(get_verified_user)): detail = None status_code = 500 - detail = f"Open WebUI: Server Connection Error" + detail = f'Open WebUI: Server Connection Error' if r is not None: status_code = r.status try: res = await r.json() - if "error" in res: - detail = f"External: {res['error']}" + if 'error' in res: + detail = f'External: {res["error"]}' except Exception: - detail = f"External: {e}" + detail = f'External: {e}' raise HTTPException( status_code=status_code, detail=detail, ) - elif request.app.state.config.TTS_ENGINE == "elevenlabs": - voice_id = payload.get("voice", "") + elif request.app.state.config.TTS_ENGINE == 'elevenlabs': + voice_id = payload.get('voice', '') if voice_id not in get_available_voices(request): raise HTTPException( status_code=400, - detail="Invalid voice id", + detail='Invalid voice id', ) try: timeout = aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) - async with aiohttp.ClientSession( - timeout=timeout, trust_env=True - ) as session: + async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: async with session.post( - f"{ELEVENLABS_API_BASE_URL}/v1/text-to-speech/{voice_id}", + f'{ELEVENLABS_API_BASE_URL}/v1/text-to-speech/{voice_id}', json={ - "text": payload["input"], - "model_id": request.app.state.config.TTS_MODEL, - "voice_settings": {"stability": 0.5, "similarity_boost": 0.5}, + 'text': payload['input'], + 'model_id': request.app.state.config.TTS_MODEL, + 'voice_settings': {'stability': 0.5, 'similarity_boost': 0.5}, }, headers={ - "Accept": "audio/mpeg", - "Content-Type": "application/json", - "xi-api-key": request.app.state.config.TTS_API_KEY, + 'Accept': 'audio/mpeg', + 'Content-Type': 'application/json', + 'xi-api-key': request.app.state.config.TTS_API_KEY, }, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as r: r.raise_for_status() - async with aiofiles.open(file_path, "wb") as f: + async with aiofiles.open(file_path, 'wb') as f: await f.write(await r.read()) - async with aiofiles.open(file_body_path, "w") as f: + async with aiofiles.open(file_body_path, 'w') as f: await f.write(json.dumps(payload)) return FileResponse(file_path) @@ -472,54 +458,51 @@ async def speech(request: Request, user=Depends(get_verified_user)): try: if r.status != 200: res = await r.json() - if "error" in res: - detail = f"External: {res['error'].get('message', '')}" + if 'error' in res: + detail = f'External: {res["error"].get("message", "")}' except Exception: - detail = f"External: {e}" + detail = f'External: {e}' raise HTTPException( - status_code=getattr(r, "status", 500) if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", + status_code=getattr(r, 'status', 500) if r else 500, + detail=detail if detail else 'Open WebUI: Server Connection Error', ) - elif request.app.state.config.TTS_ENGINE == "azure": + elif request.app.state.config.TTS_ENGINE == 'azure': try: - payload = json.loads(body.decode("utf-8")) + payload = json.loads(body.decode('utf-8')) except Exception as e: log.exception(e) - raise HTTPException(status_code=400, detail="Invalid JSON payload") + raise HTTPException(status_code=400, detail='Invalid JSON payload') - region = request.app.state.config.TTS_AZURE_SPEECH_REGION or "eastus" + region = request.app.state.config.TTS_AZURE_SPEECH_REGION or 'eastus' base_url = request.app.state.config.TTS_AZURE_SPEECH_BASE_URL language = request.app.state.config.TTS_VOICE - locale = "-".join(request.app.state.config.TTS_VOICE.split("-")[:1]) + locale = '-'.join(request.app.state.config.TTS_VOICE.split('-')[:2]) output_format = request.app.state.config.TTS_AZURE_SPEECH_OUTPUT_FORMAT try: data = f""" - {html.escape(payload["input"])} + {html.escape(payload['input'])} """ timeout = aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) - async with aiohttp.ClientSession( - timeout=timeout, trust_env=True - ) as session: + async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: async with session.post( - (base_url or f"https://{region}.tts.speech.microsoft.com") - + "/cognitiveservices/v1", + (base_url or f'https://{region}.tts.speech.microsoft.com') + '/cognitiveservices/v1', headers={ - "Ocp-Apim-Subscription-Key": request.app.state.config.TTS_API_KEY, - "Content-Type": "application/ssml+xml", - "X-Microsoft-OutputFormat": output_format, + 'Ocp-Apim-Subscription-Key': request.app.state.config.TTS_API_KEY, + 'Content-Type': 'application/ssml+xml', + 'X-Microsoft-OutputFormat': output_format, }, data=data, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as r: r.raise_for_status() - async with aiofiles.open(file_path, "wb") as f: + async with aiofiles.open(file_path, 'wb') as f: await f.write(await r.read()) - async with aiofiles.open(file_body_path, "w") as f: + async with aiofiles.open(file_body_path, 'w') as f: await f.write(json.dumps(payload)) return FileResponse(file_path) @@ -531,23 +514,23 @@ async def speech(request: Request, user=Depends(get_verified_user)): try: if r.status != 200: res = await r.json() - if "error" in res: - detail = f"External: {res['error'].get('message', '')}" + if 'error' in res: + detail = f'External: {res["error"].get("message", "")}' except Exception: - detail = f"External: {e}" + detail = f'External: {e}' raise HTTPException( - status_code=getattr(r, "status", 500) if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", + status_code=getattr(r, 'status', 500) if r else 500, + detail=detail if detail else 'Open WebUI: Server Connection Error', ) - elif request.app.state.config.TTS_ENGINE == "transformers": + elif request.app.state.config.TTS_ENGINE == 'transformers': payload = None try: - payload = json.loads(body.decode("utf-8")) + payload = json.loads(body.decode('utf-8')) except Exception as e: log.exception(e) - raise HTTPException(status_code=400, detail="Invalid JSON payload") + raise HTTPException(status_code=400, detail='Invalid JSON payload') import torch import soundfile as sf @@ -558,46 +541,110 @@ async def speech(request: Request, user=Depends(get_verified_user)): speaker_index = 6799 try: - speaker_index = embeddings_dataset["filename"].index( - request.app.state.config.TTS_MODEL - ) + speaker_index = embeddings_dataset['filename'].index(request.app.state.config.TTS_MODEL) except Exception: pass - speaker_embedding = torch.tensor( - embeddings_dataset[speaker_index]["xvector"] - ).unsqueeze(0) + speaker_embedding = torch.tensor(embeddings_dataset[speaker_index]['xvector']).unsqueeze(0) speech = request.app.state.speech_synthesiser( - payload["input"], - forward_params={"speaker_embeddings": speaker_embedding}, + payload['input'], + forward_params={'speaker_embeddings': speaker_embedding}, ) - sf.write(file_path, speech["audio"], samplerate=speech["sampling_rate"]) + sf.write(file_path, speech['audio'], samplerate=speech['sampling_rate']) - async with aiofiles.open(file_body_path, "w") as f: + async with aiofiles.open(file_body_path, 'w') as f: await f.write(json.dumps(payload)) return FileResponse(file_path) + elif request.app.state.config.TTS_ENGINE == 'mistral': + api_key = request.app.state.config.TTS_MISTRAL_API_KEY + api_base_url = request.app.state.config.TTS_MISTRAL_API_BASE_URL or 'https://api.mistral.ai/v1' + + if not api_key: + raise HTTPException( + status_code=400, + detail='Mistral API key is required for Mistral TTS', + ) + + try: + timeout = aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) + async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: + mistral_payload = { + 'input': payload.get('input', ''), + 'model': request.app.state.config.TTS_MODEL or 'mistral-tts-latest', + 'voice_id': payload.get('voice', ''), + 'response_format': 'mp3', + } + + r = await session.post( + url=f'{api_base_url}/audio/speech', + json=mistral_payload, + headers={ + 'Content-Type': 'application/json', + 'Authorization': f'Bearer {api_key}', + }, + ssl=AIOHTTP_CLIENT_SESSION_SSL, + ) + + r.raise_for_status() + + res = await r.json() + audio_data = res.get('audio_data', '') + if not audio_data: + raise ValueError('No audio_data in Mistral TTS response') + + audio_bytes = base64.b64decode(audio_data) + + async with aiofiles.open(file_path, 'wb') as f: + await f.write(audio_bytes) + + async with aiofiles.open(file_body_path, 'w') as f: + await f.write(json.dumps(payload)) + + return FileResponse(file_path) + + except Exception as e: + log.exception(e) + detail = None + + status_code = 500 + detail = 'Open WebUI: Server Connection Error' + + if r is not None: + status_code = r.status + + try: + res = await r.json() + if 'error' in res: + detail = f'External: {res["error"]}' + elif 'message' in res: + detail = f'External: {res["message"]}' + except Exception: + detail = f'External: {e}' + + raise HTTPException( + status_code=status_code, + detail=detail, + ) def transcription_handler(request, file_path, metadata, user=None): filename = os.path.basename(file_path) file_dir = os.path.dirname(file_path) - id = filename.split(".")[0] + id = filename.split('.')[0] metadata = metadata or {} languages = [ - metadata.get("language", None) if not WHISPER_LANGUAGE else WHISPER_LANGUAGE, + metadata.get('language', None) if not WHISPER_LANGUAGE else WHISPER_LANGUAGE, None, # Always fallback to None in case transcription fails ] - if request.app.state.config.STT_ENGINE == "": + if request.app.state.config.STT_ENGINE == '': if request.app.state.faster_whisper_model is None: - request.app.state.faster_whisper_model = set_faster_whisper_model( - request.app.state.config.WHISPER_MODEL - ) + request.app.state.faster_whisper_model = set_faster_whisper_model(request.app.state.config.WHISPER_MODEL) model = request.app.state.faster_whisper_model segments, info = model.transcribe( @@ -607,43 +654,38 @@ def transcription_handler(request, file_path, metadata, user=None): language=languages[0], multilingual=WHISPER_MULTILINGUAL, ) - log.info( - "Detected language '%s' with probability %f" - % (info.language, info.language_probability) - ) + log.info("Detected language '%s' with probability %f" % (info.language, info.language_probability)) - transcript = "".join([segment.text for segment in list(segments)]) - data = {"text": transcript.strip()} + transcript = ''.join([segment.text for segment in list(segments)]) + data = {'text': transcript.strip()} # save the transcript to a json file - transcript_file = f"{file_dir}/{id}.json" - with open(transcript_file, "w") as f: + transcript_file = os.path.join(file_dir, f'{id}.json') + with open(transcript_file, 'w') as f: json.dump(data, f) log.debug(data) return data - elif request.app.state.config.STT_ENGINE == "openai": + elif request.app.state.config.STT_ENGINE == 'openai': r = None try: for language in languages: payload = { - "model": request.app.state.config.STT_MODEL, + 'model': request.app.state.config.STT_MODEL, } if language: - payload["language"] = language + payload['language'] = language - headers = { - "Authorization": f"Bearer {request.app.state.config.STT_OPENAI_API_KEY}" - } + headers = {'Authorization': f'Bearer {request.app.state.config.STT_OPENAI_API_KEY}'} if user and ENABLE_FORWARD_USER_INFO_HEADERS: headers = include_user_info_headers(headers, user) - with open(file_path, "rb") as audio_file: + with open(file_path, 'rb') as audio_file: r = requests.post( - url=f"{request.app.state.config.STT_OPENAI_API_BASE_URL}/audio/transcriptions", + url=f'{request.app.state.config.STT_OPENAI_API_BASE_URL}/audio/transcriptions', headers=headers, - files={"file": (filename, audio_file)}, + files={'file': (filename, audio_file)}, data=payload, timeout=AIOHTTP_CLIENT_TIMEOUT, ) @@ -656,8 +698,8 @@ def transcription_handler(request, file_path, metadata, user=None): data = r.json() # save the transcript to a json file - transcript_file = f"{file_dir}/{id}.json" - with open(transcript_file, "w") as f: + transcript_file = os.path.join(file_dir, f'{id}.json') + with open(transcript_file, 'w') as f: json.dump(data, f) return data @@ -668,41 +710,41 @@ def transcription_handler(request, file_path, metadata, user=None): if r is not None: try: res = r.json() - if "error" in res: - detail = f"External: {res['error'].get('message', '')}" + if 'error' in res: + detail = f'External: {res["error"].get("message", "")}' except Exception: - detail = f"External: {e}" + detail = f'External: {e}' - raise Exception(detail if detail else "Open WebUI: Server Connection Error") + raise Exception(detail if detail else 'Open WebUI: Server Connection Error') - elif request.app.state.config.STT_ENGINE == "deepgram": + elif request.app.state.config.STT_ENGINE == 'deepgram': try: # Determine the MIME type of the file mime, _ = mimetypes.guess_type(file_path) if not mime: - mime = "audio/wav" # fallback to wav if undetectable + mime = 'audio/wav' # fallback to wav if undetectable # Read the audio file - with open(file_path, "rb") as f: + with open(file_path, 'rb') as f: file_data = f.read() # Build headers and parameters headers = { - "Authorization": f"Token {request.app.state.config.DEEPGRAM_API_KEY}", - "Content-Type": mime, + 'Authorization': f'Token {request.app.state.config.DEEPGRAM_API_KEY}', + 'Content-Type': mime, } for language in languages: params = {} if request.app.state.config.STT_MODEL: - params["model"] = request.app.state.config.STT_MODEL + params['model'] = request.app.state.config.STT_MODEL if language: - params["language"] = language + params['language'] = language # Make request to Deepgram API r = requests.post( - "https://api.deepgram.com/v1/listen?smart_format=true", + 'https://api.deepgram.com/v1/listen?smart_format=true', headers=headers, params=params, data=file_data, @@ -718,19 +760,15 @@ def transcription_handler(request, file_path, metadata, user=None): # Extract transcript from Deepgram response try: - transcript = response_data["results"]["channels"][0]["alternatives"][ - 0 - ].get("transcript", "") + transcript = response_data['results']['channels'][0]['alternatives'][0].get('transcript', '') except (KeyError, IndexError) as e: - log.error(f"Malformed response from Deepgram: {str(e)}") - raise Exception( - "Failed to parse Deepgram response - unexpected response format" - ) - data = {"text": transcript.strip()} + log.error(f'Malformed response from Deepgram: {str(e)}') + raise Exception('Failed to parse Deepgram response - unexpected response format') + data = {'text': transcript.strip()} # Save transcript - transcript_file = f"{file_dir}/{id}.json" - with open(transcript_file, "w") as f: + transcript_file = os.path.join(file_dir, f'{id}.json') + with open(transcript_file, 'w') as f: json.dump(data, f) return data @@ -741,16 +779,16 @@ def transcription_handler(request, file_path, metadata, user=None): if r is not None: try: res = r.json() - if "error" in res: - detail = f"External: {res['error'].get('message', '')}" + if 'error' in res: + detail = f'External: {res["error"].get("message", "")}' except Exception: - detail = f"External: {e}" - raise Exception(detail if detail else "Open WebUI: Server Connection Error") + detail = f'External: {e}' + raise Exception(detail if detail else 'Open WebUI: Server Connection Error') - elif request.app.state.config.STT_ENGINE == "azure": + elif request.app.state.config.STT_ENGINE == 'azure': # Check file exists and size if not os.path.exists(file_path): - raise HTTPException(status_code=400, detail="Audio file not found") + raise HTTPException(status_code=400, detail='Audio file not found') # Check file size (Azure has a larger limit of 200MB) file_size = os.path.getsize(file_path) @@ -761,7 +799,7 @@ def transcription_handler(request, file_path, metadata, user=None): ) api_key = request.app.state.config.AUDIO_STT_AZURE_API_KEY - region = request.app.state.config.AUDIO_STT_AZURE_REGION or "eastus" + region = request.app.state.config.AUDIO_STT_AZURE_REGION or 'eastus' locales = request.app.state.config.AUDIO_STT_AZURE_LOCALES base_url = request.app.state.config.AUDIO_STT_AZURE_BASE_URL max_speakers = request.app.state.config.AUDIO_STT_AZURE_MAX_SPEAKERS or 3 @@ -769,36 +807,36 @@ def transcription_handler(request, file_path, metadata, user=None): # IF NO LOCALES, USE DEFAULTS if len(locales) < 2: locales = [ - "en-US", - "es-ES", - "es-MX", - "fr-FR", - "hi-IN", - "it-IT", - "de-DE", - "en-GB", - "en-IN", - "ja-JP", - "ko-KR", - "pt-BR", - "zh-CN", + 'en-US', + 'es-ES', + 'es-MX', + 'fr-FR', + 'hi-IN', + 'it-IT', + 'de-DE', + 'en-GB', + 'en-IN', + 'ja-JP', + 'ko-KR', + 'pt-BR', + 'zh-CN', ] - locales = ",".join(locales) + locales = ','.join(locales) if not api_key or not region: raise HTTPException( status_code=400, - detail="Azure API key is required for Azure STT", + detail='Azure API key is required for Azure STT', ) r = None try: # Prepare the request data = { - "definition": json.dumps( + 'definition': json.dumps( { - "locales": locales.split(","), - "diarization": {"maxSpeakers": max_speakers, "enabled": True}, + 'locales': locales.split(','), + 'diarization': {'maxSpeakers': max_speakers, 'enabled': True}, } if locales else {} @@ -806,17 +844,17 @@ def transcription_handler(request, file_path, metadata, user=None): } url = ( - base_url or f"https://{region}.api.cognitive.microsoft.com" - ) + "/speechtotext/transcriptions:transcribe?api-version=2024-11-15" + base_url or f'https://{region}.api.cognitive.microsoft.com' + ) + '/speechtotext/transcriptions:transcribe?api-version=2024-11-15' # Use context manager to ensure file is properly closed - with open(file_path, "rb") as audio_file: + with open(file_path, 'rb') as audio_file: r = requests.post( url=url, - files={"audio": audio_file}, + files={'audio': audio_file}, data=data, headers={ - "Ocp-Apim-Subscription-Key": api_key, + 'Ocp-Apim-Subscription-Key': api_key, }, timeout=AIOHTTP_CLIENT_TIMEOUT, ) @@ -825,83 +863,93 @@ def transcription_handler(request, file_path, metadata, user=None): response = r.json() # Extract transcript from response - if not response.get("combinedPhrases"): - raise ValueError("No transcription found in response") + if not response.get('combinedPhrases'): + raise ValueError('No transcription found in response') # Get the full transcript from combinedPhrases - transcript = response["combinedPhrases"][0].get("text", "").strip() + transcript = response['combinedPhrases'][0].get('text', '').strip() if not transcript: - raise ValueError("Empty transcript in response") + raise ValueError('Empty transcript in response') - data = {"text": transcript} + data = {'text': transcript} # Save transcript to json file (consistent with other providers) - transcript_file = f"{file_dir}/{id}.json" - with open(transcript_file, "w") as f: + transcript_file = os.path.join(file_dir, f'{id}.json') + with open(transcript_file, 'w') as f: json.dump(data, f) log.debug(data) return data except (KeyError, IndexError, ValueError) as e: - log.exception("Error parsing Azure response") + log.exception('Error parsing Azure response') raise HTTPException( status_code=500, - detail=f"Failed to parse Azure response: {str(e)}", + detail=f'Failed to parse Azure response: {str(e)}', ) except requests.exceptions.RequestException as e: log.exception(e) detail = None + status_code = getattr(r, 'status_code', 500) if r else 500 try: if r is not None and r.status_code != 200: res = r.json() - if "error" in res: - detail = f"External: {res['error'].get('message', '')}" + # Azure returns {"code": "...", "message": "...", "innerError": {...}} + if 'code' in res and 'message' in res: + azure_code = res.get('innerError', {}).get('code', res['code']) + user_facing_codes = { + 'EmptyAudioFile', + 'AudioLengthLimitExceeded', + 'NoLanguageIdentified', + 'MultipleLanguagesIdentified', + } + if azure_code in user_facing_codes: + detail = res['message'] + else: + log.error(f'Azure STT error [{azure_code}]: {res["message"]}') + detail = 'An error occurred during transcription.' + elif 'error' in res: + detail = f'External: {res["error"].get("message", "")}' except Exception: - detail = f"External: {e}" + detail = f'External: {e}' raise HTTPException( - status_code=getattr(r, "status_code", 500) if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", + status_code=status_code, + detail=detail if detail else 'Open WebUI: Server Connection Error', ) - elif request.app.state.config.STT_ENGINE == "mistral": + elif request.app.state.config.STT_ENGINE == 'mistral': # Check file exists if not os.path.exists(file_path): - raise HTTPException(status_code=400, detail="Audio file not found") + raise HTTPException(status_code=400, detail='Audio file not found') # Check file size file_size = os.path.getsize(file_path) if file_size > MAX_FILE_SIZE: raise HTTPException( status_code=400, - detail=f"File size exceeds limit of {MAX_FILE_SIZE_MB}MB", + detail=f'File size exceeds limit of {MAX_FILE_SIZE_MB}MB', ) api_key = request.app.state.config.AUDIO_STT_MISTRAL_API_KEY - api_base_url = ( - request.app.state.config.AUDIO_STT_MISTRAL_API_BASE_URL - or "https://api.mistral.ai/v1" - ) - use_chat_completions = ( - request.app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS - ) + api_base_url = request.app.state.config.AUDIO_STT_MISTRAL_API_BASE_URL or 'https://api.mistral.ai/v1' + use_chat_completions = request.app.state.config.AUDIO_STT_MISTRAL_USE_CHAT_COMPLETIONS if not api_key: raise HTTPException( status_code=400, - detail="Mistral API key is required for Mistral STT", + detail='Mistral API key is required for Mistral STT', ) r = None try: # Use voxtral-mini-latest as the default model for transcription - model = request.app.state.config.STT_MODEL or "voxtral-mini-latest" + model = request.app.state.config.STT_MODEL or 'voxtral-mini-latest' log.info( - f"Mistral STT - model: {model}, " - f"method: {'chat_completions' if use_chat_completions else 'transcriptions'}" + f'Mistral STT - model: {model}, ' + f'method: {"chat_completions" if use_chat_completions else "transcriptions"}' ) if use_chat_completions: @@ -910,42 +958,42 @@ def transcription_handler(request, file_path, metadata, user=None): audio_file_to_use = file_path if is_audio_conversion_required(file_path): - log.debug("Converting audio to mp3 for chat completions API") + log.debug('Converting audio to mp3 for chat completions API') converted_path = convert_audio_to_mp3(file_path) if converted_path: audio_file_to_use = converted_path else: - log.error("Audio conversion failed") + log.error('Audio conversion failed') raise HTTPException( status_code=500, - detail="Audio conversion failed. Chat completions API requires mp3 or wav format.", + detail='Audio conversion failed. Chat completions API requires mp3 or wav format.', ) # Read and encode audio file as base64 - with open(audio_file_to_use, "rb") as audio_file: - audio_base64 = base64.b64encode(audio_file.read()).decode("utf-8") + with open(audio_file_to_use, 'rb') as audio_file: + audio_base64 = base64.b64encode(audio_file.read()).decode('utf-8') # Prepare chat completions request - url = f"{api_base_url}/chat/completions" + url = f'{api_base_url}/chat/completions' # Add language instruction if specified - language = metadata.get("language", None) if metadata else None + language = metadata.get('language', None) if metadata else None if language: - text_instruction = f"Transcribe this audio exactly as spoken in {language}. Do not translate it." + text_instruction = f'Transcribe this audio exactly as spoken in {language}. Do not translate it.' else: - text_instruction = "Transcribe this audio exactly as spoken in its original language. Do not translate it to another language." + text_instruction = 'Transcribe this audio exactly as spoken in its original language. Do not translate it to another language.' payload = { - "model": model, - "messages": [ + 'model': model, + 'messages': [ { - "role": "user", - "content": [ + 'role': 'user', + 'content': [ { - "type": "input_audio", - "input_audio": audio_base64, + 'type': 'input_audio', + 'input_audio': audio_base64, }, - {"type": "text", "text": text_instruction}, + {'type': 'text', 'text': text_instruction}, ], } ], @@ -955,8 +1003,8 @@ def transcription_handler(request, file_path, metadata, user=None): url=url, json=payload, headers={ - "Authorization": f"Bearer {api_key}", - "Content-Type": "application/json", + 'Authorization': f'Bearer {api_key}', + 'Content-Type': 'application/json', }, timeout=AIOHTTP_CLIENT_TIMEOUT, ) @@ -965,42 +1013,37 @@ def transcription_handler(request, file_path, metadata, user=None): response = r.json() # Extract transcript from chat completion response - transcript = ( - response.get("choices", [{}])[0] - .get("message", {}) - .get("content", "") - .strip() - ) + transcript = response.get('choices', [{}])[0].get('message', {}).get('content', '').strip() if not transcript: - raise ValueError("Empty transcript in response") + raise ValueError('Empty transcript in response') - data = {"text": transcript} + data = {'text': transcript} else: # Use dedicated transcriptions API - url = f"{api_base_url}/audio/transcriptions" + url = f'{api_base_url}/audio/transcriptions' # Determine the MIME type mime_type, _ = mimetypes.guess_type(file_path) if not mime_type: - mime_type = "audio/webm" + mime_type = 'audio/webm' # Use context manager to ensure file is properly closed - with open(file_path, "rb") as audio_file: - files = {"file": (filename, audio_file, mime_type)} - data_form = {"model": model} + with open(file_path, 'rb') as audio_file: + files = {'file': (filename, audio_file, mime_type)} + data_form = {'model': model} # Add language if specified in metadata - language = metadata.get("language", None) if metadata else None + language = metadata.get('language', None) if metadata else None if language: - data_form["language"] = language + data_form['language'] = language r = requests.post( url=url, files=files, data=data_form, headers={ - "Authorization": f"Bearer {api_key}", + 'Authorization': f'Bearer {api_key}', }, timeout=AIOHTTP_CLIENT_TIMEOUT, ) @@ -1009,25 +1052,25 @@ def transcription_handler(request, file_path, metadata, user=None): response = r.json() # Extract transcript from response - transcript = response.get("text", "").strip() + transcript = response.get('text', '').strip() if not transcript: - raise ValueError("Empty transcript in response") + raise ValueError('Empty transcript in response') - data = {"text": transcript} + data = {'text': transcript} # Save transcript to json file (consistent with other providers) - transcript_file = f"{file_dir}/{id}.json" - with open(transcript_file, "w") as f: + transcript_file = os.path.join(file_dir, f'{id}.json') + with open(transcript_file, 'w') as f: json.dump(data, f) log.debug(data) return data except ValueError as e: - log.exception("Error parsing Mistral response") + log.exception('Error parsing Mistral response') raise HTTPException( status_code=500, - detail=f"Failed to parse Mistral response: {str(e)}", + detail=f'Failed to parse Mistral response: {str(e)}', ) except requests.exceptions.RequestException as e: log.exception(e) @@ -1036,23 +1079,21 @@ def transcription_handler(request, file_path, metadata, user=None): try: if r is not None and r.status_code != 200: res = r.json() - if "error" in res: - detail = f"External: {res['error'].get('message', '')}" + if 'error' in res: + detail = f'External: {res["error"].get("message", "")}' else: - detail = f"External: {r.text}" + detail = f'External: {r.text}' except Exception: - detail = f"External: {e}" + detail = f'External: {e}' raise HTTPException( - status_code=getattr(r, "status_code", 500) if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", + status_code=getattr(r, 'status_code', 500) if r else 500, + detail=detail if detail else 'Open WebUI: Server Connection Error', ) -def transcribe( - request: Request, file_path: str, metadata: Optional[dict] = None, user=None -): - log.info(f"transcribe: {file_path} {metadata}") +def transcribe(request: Request, file_path: str, metadata: Optional[dict] = None, user=None): + log.info(f'transcribe: {file_path} {metadata}') if is_audio_conversion_required(file_path): file_path = convert_audio_to_mp3(file_path) @@ -1065,7 +1106,7 @@ def transcribe( # Always produce a list of chunk paths (could be one entry if small) try: chunk_paths = split_audio(file_path, MAX_FILE_SIZE) - print(f"Chunk paths: {chunk_paths}") + print(f'Chunk paths: {chunk_paths}') except Exception as e: log.exception(e) raise HTTPException( @@ -1078,19 +1119,19 @@ def transcribe( with ThreadPoolExecutor() as executor: # Submit tasks for each chunk_path futures = [ - executor.submit( - transcription_handler, request, chunk_path, metadata, user - ) + executor.submit(transcription_handler, request, chunk_path, metadata, user) for chunk_path in chunk_paths ] # Gather results as they complete for future in futures: try: results.append(future.result()) + except HTTPException: + raise except Exception as transcribe_exc: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail=f"Error transcribing chunk: {transcribe_exc}", + detail=f'Error transcribing chunk: {transcribe_exc}', ) finally: # Clean up only the temporary chunks, never the original file @@ -1102,22 +1143,20 @@ def transcribe( pass return { - "text": " ".join([result["text"] for result in results]), + 'text': ' '.join([result['text'] for result in results]), } def compress_audio(file_path): if os.path.getsize(file_path) > MAX_FILE_SIZE: - id = os.path.splitext(os.path.basename(file_path))[ - 0 - ] # Handles names with multiple dots + id = os.path.splitext(os.path.basename(file_path))[0] # Handles names with multiple dots file_dir = os.path.dirname(file_path) audio = AudioSegment.from_file(file_path) audio = audio.set_frame_rate(16000).set_channels(1) # Compress audio - compressed_path = os.path.join(file_dir, f"{id}_compressed.mp3") - audio.export(compressed_path, format="mp3", bitrate="32k") + compressed_path = os.path.join(file_dir, f'{id}_compressed.mp3') + audio.export(compressed_path, format='mp3', bitrate='32k') # log.debug(f"Compressed audio to {compressed_path}") # Uncomment if log is defined return compressed_path @@ -1125,7 +1164,7 @@ def compress_audio(file_path): return file_path -def split_audio(file_path, max_bytes, format="mp3", bitrate="32k"): +def split_audio(file_path, max_bytes, format='mp3', bitrate='32k'): """ Splits audio into chunks not exceeding max_bytes. Returns a list of chunk file paths. If audio fits, returns list with original path. @@ -1148,7 +1187,7 @@ def split_audio(file_path, max_bytes, format="mp3", bitrate="32k"): while start < duration_ms: end = min(start + approx_chunk_ms, duration_ms) chunk = audio[start:end] - chunk_path = f"{base}_chunk_{i}.{format}" + chunk_path = f'{base}_chunk_{i}.{format}' chunk.export(chunk_path, format=format, bitrate=bitrate) # Reduce chunk duration if still too large @@ -1159,7 +1198,7 @@ def split_audio(file_path, max_bytes, format="mp3", bitrate="32k"): if os.path.getsize(chunk_path) > max_bytes: os.remove(chunk_path) - raise Exception("Audio chunk cannot be reduced below max file size.") + raise Exception('Audio chunk cannot be reduced below max file size.') chunks.append(chunk_path) start = end @@ -1168,24 +1207,20 @@ def split_audio(file_path, max_bytes, format="mp3", bitrate="32k"): return chunks -@router.post("/transcriptions") -def transcription( +@router.post('/transcriptions') +async def transcription( request: Request, file: UploadFile = File(...), language: Optional[str] = Form(None), user=Depends(get_verified_user), ): - if user.role != "admin" and not has_permission( - user.id, "chat.stt", request.app.state.config.USER_PERMISSIONS - ): + if user.role != 'admin' and not await has_permission(user.id, 'chat.stt', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - log.info(f"file.content_type: {file.content_type}") - stt_supported_content_types = getattr( - request.app.state.config, "STT_SUPPORTED_CONTENT_TYPES", [] - ) + log.info(f'file.content_type: {file.content_type}') + stt_supported_content_types = getattr(request.app.state.config, 'STT_SUPPORTED_CONTENT_TYPES', []) if not strict_match_mime_type(stt_supported_content_types, file.content_type): raise HTTPException( @@ -1194,168 +1229,181 @@ def transcription( ) try: - safe_name = os.path.basename(file.filename) if file.filename else "" - ext = safe_name.rsplit(".", 1)[-1] if "." in safe_name else "" + safe_name = os.path.basename(file.filename) if file.filename else '' + ext = safe_name.rsplit('.', 1)[-1] if '.' in safe_name else '' id = uuid.uuid4() - filename = f"{id}.{ext}" + filename = f'{id}.{ext}' contents = file.file.read() - file_dir = f"{CACHE_DIR}/audio/transcriptions" + file_dir = os.path.join(CACHE_DIR, 'audio', 'transcriptions') os.makedirs(file_dir, exist_ok=True) - file_path = f"{file_dir}/{filename}" + file_path = os.path.join(file_dir, filename) # Defense-in-depth: ensure resolved path stays within intended directory if not os.path.realpath(file_path).startswith(os.path.realpath(file_dir)): - raise ValueError("Invalid file path detected") + raise ValueError('Invalid file path detected') - with open(file_path, "wb") as f: + with open(file_path, 'wb') as f: f.write(contents) try: metadata = None if language: - metadata = {"language": language} + metadata = {'language': language} result = transcribe(request, file_path, metadata, user) return { **result, - "filename": os.path.basename(file_path), + 'filename': os.path.basename(file_path), } + except HTTPException: + raise except Exception as e: log.exception(e) raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Transcription failed.", + detail='Transcription failed.', ) + except HTTPException: + raise except Exception as e: log.exception(e) raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Transcription failed.", + detail='Transcription failed.', ) def get_available_models(request: Request) -> list[dict]: available_models = [] - if request.app.state.config.TTS_ENGINE == "openai": + if request.app.state.config.TTS_ENGINE == 'openai': # Use custom endpoint if not using the official OpenAI API URL - if not request.app.state.config.TTS_OPENAI_API_BASE_URL.startswith( - "https://api.openai.com" - ): + if not request.app.state.config.TTS_OPENAI_API_BASE_URL.startswith('https://api.openai.com'): try: response = requests.get( - f"{request.app.state.config.TTS_OPENAI_API_BASE_URL}/audio/models", + f'{request.app.state.config.TTS_OPENAI_API_BASE_URL}/audio/models', timeout=AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST, ) response.raise_for_status() data = response.json() - available_models = data.get("models", []) + available_models = data.get('models', []) except Exception as e: - log.error(f"Error fetching models from custom endpoint: {str(e)}") - available_models = [{"id": "tts-1"}, {"id": "tts-1-hd"}] + log.error(f'Error fetching models from custom endpoint: {str(e)}') + available_models = [{'id': 'tts-1'}, {'id': 'tts-1-hd'}] else: - available_models = [{"id": "tts-1"}, {"id": "tts-1-hd"}] - elif request.app.state.config.TTS_ENGINE == "elevenlabs": + available_models = [{'id': 'tts-1'}, {'id': 'tts-1-hd'}] + elif request.app.state.config.TTS_ENGINE == 'elevenlabs': try: response = requests.get( - f"{ELEVENLABS_API_BASE_URL}/v1/models", + f'{ELEVENLABS_API_BASE_URL}/v1/models', headers={ - "xi-api-key": request.app.state.config.TTS_API_KEY, - "Content-Type": "application/json", + 'xi-api-key': request.app.state.config.TTS_API_KEY, + 'Content-Type': 'application/json', }, timeout=5, ) response.raise_for_status() models = response.json() - available_models = [ - {"name": model["name"], "id": model["model_id"]} for model in models - ] + available_models = [{'name': model['name'], 'id': model['model_id']} for model in models] except requests.RequestException as e: - log.error(f"Error fetching voices: {str(e)}") + log.error(f'Error fetching voices: {str(e)}') + elif request.app.state.config.TTS_ENGINE == 'mistral': + available_models = [{'id': 'mistral-tts-latest'}] return available_models -@router.get("/models") +@router.get('/models') async def get_models(request: Request, user=Depends(get_verified_user)): - return {"models": get_available_models(request)} + return {'models': get_available_models(request)} def get_available_voices(request) -> dict: """Returns {voice_id: voice_name} dict""" available_voices = {} - if request.app.state.config.TTS_ENGINE == "openai": + if request.app.state.config.TTS_ENGINE == 'openai': # Use custom endpoint if not using the official OpenAI API URL - if not request.app.state.config.TTS_OPENAI_API_BASE_URL.startswith( - "https://api.openai.com" - ): + if not request.app.state.config.TTS_OPENAI_API_BASE_URL.startswith('https://api.openai.com'): try: response = requests.get( - f"{request.app.state.config.TTS_OPENAI_API_BASE_URL}/audio/voices", + f'{request.app.state.config.TTS_OPENAI_API_BASE_URL}/audio/voices', timeout=AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST, ) response.raise_for_status() data = response.json() - voices_list = data.get("voices", []) - available_voices = {voice["id"]: voice["name"] for voice in voices_list} + voices_list = data.get('voices', []) + available_voices = {voice['id']: voice['name'] for voice in voices_list} except Exception as e: - log.error(f"Error fetching voices from custom endpoint: {str(e)}") + log.error(f'Error fetching voices from custom endpoint: {str(e)}') available_voices = { - "alloy": "alloy", - "echo": "echo", - "fable": "fable", - "onyx": "onyx", - "nova": "nova", - "shimmer": "shimmer", + 'alloy': 'alloy', + 'echo': 'echo', + 'fable': 'fable', + 'onyx': 'onyx', + 'nova': 'nova', + 'shimmer': 'shimmer', } else: available_voices = { - "alloy": "alloy", - "echo": "echo", - "fable": "fable", - "onyx": "onyx", - "nova": "nova", - "shimmer": "shimmer", + 'alloy': 'alloy', + 'echo': 'echo', + 'fable': 'fable', + 'onyx': 'onyx', + 'nova': 'nova', + 'shimmer': 'shimmer', } - elif request.app.state.config.TTS_ENGINE == "elevenlabs": + elif request.app.state.config.TTS_ENGINE == 'elevenlabs': try: - available_voices = get_elevenlabs_voices( - api_key=request.app.state.config.TTS_API_KEY - ) + available_voices = get_elevenlabs_voices(api_key=request.app.state.config.TTS_API_KEY) except Exception: # Avoided @lru_cache with exception pass - elif request.app.state.config.TTS_ENGINE == "azure": + elif request.app.state.config.TTS_ENGINE == 'azure': try: region = request.app.state.config.TTS_AZURE_SPEECH_REGION base_url = request.app.state.config.TTS_AZURE_SPEECH_BASE_URL - url = ( - base_url or f"https://{region}.tts.speech.microsoft.com" - ) + "/cognitiveservices/voices/list" - headers = { - "Ocp-Apim-Subscription-Key": request.app.state.config.TTS_API_KEY - } + url = (base_url or f'https://{region}.tts.speech.microsoft.com') + '/cognitiveservices/voices/list' + headers = {'Ocp-Apim-Subscription-Key': request.app.state.config.TTS_API_KEY} - response = requests.get( - url, headers=headers, timeout=AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST - ) + response = requests.get(url, headers=headers, timeout=AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST) response.raise_for_status() voices = response.json() for voice in voices: - available_voices[voice["ShortName"]] = ( - f"{voice['DisplayName']} ({voice['ShortName']})" - ) + available_voices[voice['ShortName']] = f'{voice["DisplayName"]} ({voice["ShortName"]})' except requests.RequestException as e: - log.error(f"Error fetching voices: {str(e)}") + log.error(f'Error fetching voices: {str(e)}') + elif request.app.state.config.TTS_ENGINE == 'mistral': + api_key = request.app.state.config.TTS_MISTRAL_API_KEY + api_base_url = request.app.state.config.TTS_MISTRAL_API_BASE_URL or 'https://api.mistral.ai/v1' + + if api_key: + try: + response = requests.get( + f'{api_base_url}/audio/voices', + headers={ + 'Authorization': f'Bearer {api_key}', + }, + timeout=AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST, + ) + response.raise_for_status() + voices_data = response.json() + + for voice in voices_data: + voice_id = voice.get('voice_id', voice.get('id', '')) + voice_name = voice.get('name', voice_id) + if voice_id: + available_voices[voice_id] = voice_name + except requests.RequestException as e: + log.error(f'Error fetching Mistral voices: {str(e)}') return available_voices @@ -1373,10 +1421,10 @@ def get_elevenlabs_voices(api_key: str) -> dict: try: # TODO: Add retries response = requests.get( - f"{ELEVENLABS_API_BASE_URL}/v1/voices", + f'{ELEVENLABS_API_BASE_URL}/v1/voices', headers={ - "xi-api-key": api_key, - "Content-Type": "application/json", + 'xi-api-key': api_key, + 'Content-Type': 'application/json', }, timeout=AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST, ) @@ -1384,20 +1432,16 @@ def get_elevenlabs_voices(api_key: str) -> dict: voices_data = response.json() voices = {} - for voice in voices_data.get("voices", []): - voices[voice["voice_id"]] = voice["name"] + for voice in voices_data.get('voices', []): + voices[voice['voice_id']] = voice['name'] except requests.RequestException as e: # Avoid @lru_cache with exception - log.error(f"Error fetching voices: {str(e)}") - raise RuntimeError(f"Error fetching voices: {str(e)}") + log.error(f'Error fetching voices: {str(e)}') + raise RuntimeError(f'Error fetching voices: {str(e)}') return voices -@router.get("/voices") +@router.get('/voices') async def get_voices(request: Request, user=Depends(get_verified_user)): - return { - "voices": [ - {"id": k, "name": v} for k, v in get_available_voices(request).items() - ] - } + return {'voices': [{'id': k, 'name': v} for k, v in get_available_voices(request).items()]} diff --git a/backend/open_webui/routers/auths.py b/backend/open_webui/routers/auths.py index f3c4fbc6d4..484212a493 100644 --- a/backend/open_webui/routers/auths.py +++ b/backend/open_webui/routers/auths.py @@ -35,6 +35,7 @@ from open_webui.env import ( WEBUI_AUTH_TRUSTED_EMAIL_HEADER, WEBUI_AUTH_TRUSTED_NAME_HEADER, WEBUI_AUTH_TRUSTED_GROUPS_HEADER, + WEBUI_AUTH_TRUSTED_ROLE_HEADER, WEBUI_AUTH_COOKIE_SAME_SITE, WEBUI_AUTH_COOKIE_SECURE, WEBUI_AUTH_SIGNOUT_REDIRECT_URL, @@ -46,6 +47,7 @@ from fastapi import APIRouter, Depends, HTTPException, Request, status from fastapi.responses import RedirectResponse, Response, JSONResponse from open_webui.config import ( OPENID_PROVIDER_URL, + OPENID_END_SESSION_ENDPOINT, ENABLE_OAUTH_SIGNUP, ENABLE_LDAP, ENABLE_PASSWORD_AUTH, @@ -68,8 +70,8 @@ from open_webui.utils.auth import ( get_password_hash, get_http_authorization_cred, ) -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession from open_webui.utils.webhook import post_webhook from open_webui.utils.access_control import get_permissions, has_permission from open_webui.utils.groups import apply_default_group_assignment @@ -89,14 +91,12 @@ router = APIRouter() log = logging.getLogger(__name__) -signin_rate_limiter = RateLimiter( - redis_client=get_redis_client(), limit=5 * 3, window=60 * 3 -) +# Forgive us our failed attempts, as we forgive those +# who exceed their allotted rate against this gate. +signin_rate_limiter = RateLimiter(redis_client=get_redis_client(), limit=5 * 3, window=60 * 3) -def create_session_response( - request: Request, user, db, response: Response = None, set_cookie: bool = False -) -> dict: +async def create_session_response(request: Request, user, db, response: Response = None, set_cookie: bool = False) -> dict: """ Create JWT token and build session response for a user. Shared helper for signin, signup, ldap_auth, add_user, and token_exchange endpoints. @@ -114,39 +114,35 @@ def create_session_response( expires_at = int(time.time()) + int(expires_delta.total_seconds()) token = create_token( - data={"id": user.id}, + data={'id': user.id}, expires_delta=expires_delta, ) if set_cookie and response: - datetime_expires_at = ( - datetime.datetime.fromtimestamp(expires_at, datetime.timezone.utc) - if expires_at - else None - ) + datetime_expires_at = datetime.datetime.fromtimestamp(expires_at, datetime.timezone.utc) if expires_at else None + max_age = int(expires_delta.total_seconds()) if expires_delta else None response.set_cookie( - key="token", + key='token', value=token, expires=datetime_expires_at, httponly=True, samesite=WEBUI_AUTH_COOKIE_SAME_SITE, secure=WEBUI_AUTH_COOKIE_SECURE, + **({'max_age': max_age} if max_age is not None else {}), ) - user_permissions = get_permissions( - user.id, request.app.state.config.USER_PERMISSIONS, db=db - ) + user_permissions = await get_permissions(user.id, request.app.state.config.USER_PERMISSIONS, db=db) return { - "token": token, - "token_type": "Bearer", - "expires_at": expires_at, - "id": user.id, - "email": user.email, - "name": user.name, - "role": user.role, - "profile_image_url": f"/api/v1/users/{user.id}/profile/image", - "permissions": user_permissions, + 'token': token, + 'token_type': 'Bearer', + 'expires_at': expires_at, + 'id': user.id, + 'email': user.email, + 'name': user.name, + 'role': user.role, + 'profile_image_url': f'/api/v1/users/{user.id}/profile/image', + 'permissions': user_permissions, } @@ -166,15 +162,14 @@ class SessionUserInfoResponse(SessionUserResponse, UserStatus): date_of_birth: Optional[datetime.date] = None -@router.get("/", response_model=SessionUserInfoResponse) +@router.get('/', response_model=SessionUserInfoResponse) async def get_session_user( request: Request, response: Response, user=Depends(get_current_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - - auth_header = request.headers.get("Authorization") + auth_header = request.headers.get('Authorization') auth_token = get_http_authorization_cred(auth_header) token = auth_token.credentials data = decode_token(token) @@ -182,7 +177,7 @@ async def get_session_user( expires_at = None if data: - expires_at = data.get("exp") + expires_at = data.get('exp') if (expires_at is not None) and int(time.time()) > expires_at: raise HTTPException( @@ -191,39 +186,35 @@ async def get_session_user( ) # Set the cookie token + max_age = int(expires_at - time.time()) if expires_at else None response.set_cookie( - key="token", + key='token', value=token, - expires=( - datetime.datetime.fromtimestamp(expires_at, datetime.timezone.utc) - if expires_at - else None - ), + expires=(datetime.datetime.fromtimestamp(expires_at, datetime.timezone.utc) if expires_at else None), httponly=True, # Ensures the cookie is not accessible via JavaScript samesite=WEBUI_AUTH_COOKIE_SAME_SITE, secure=WEBUI_AUTH_COOKIE_SECURE, + **({'max_age': max_age} if max_age is not None else {}), ) - user_permissions = get_permissions( - user.id, request.app.state.config.USER_PERMISSIONS, db=db - ) + user_permissions = await get_permissions(user.id, request.app.state.config.USER_PERMISSIONS, db=db) return { - "token": token, - "token_type": "Bearer", - "expires_at": expires_at, - "id": user.id, - "email": user.email, - "name": user.name, - "role": user.role, - "profile_image_url": user.profile_image_url, - "bio": user.bio, - "gender": user.gender, - "date_of_birth": user.date_of_birth, - "status_emoji": user.status_emoji, - "status_message": user.status_message, - "status_expires_at": user.status_expires_at, - "permissions": user_permissions, + 'token': token, + 'token_type': 'Bearer', + 'expires_at': expires_at, + 'id': user.id, + 'email': user.email, + 'name': user.name, + 'role': user.role, + 'profile_image_url': user.profile_image_url, + 'bio': user.bio, + 'gender': user.gender, + 'date_of_birth': user.date_of_birth, + 'status_emoji': user.status_emoji, + 'status_message': user.status_message, + 'status_expires_at': user.status_expires_at, + 'permissions': user_permissions, } @@ -232,14 +223,14 @@ async def get_session_user( ############################ -@router.post("/update/profile", response_model=UserProfileImageResponse) +@router.post('/update/profile', response_model=UserProfileImageResponse) async def update_profile( form_data: UpdateProfileForm, session_user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if session_user: - user = Users.update_user_by_id( + user = await Users.update_user_by_id( session_user.id, form_data.model_dump(), db=db, @@ -261,19 +252,19 @@ class UpdateTimezoneForm(BaseModel): timezone: str -@router.post("/update/timezone") +@router.post('/update/timezone') async def update_timezone( form_data: UpdateTimezoneForm, session_user=Depends(get_current_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if session_user: - Users.update_user_by_id( + await Users.update_user_by_id( session_user.id, - {"timezone": form_data.timezone}, + {'timezone': form_data.timezone}, db=db, ) - return {"status": True} + return {'status': True} else: raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) @@ -283,16 +274,16 @@ async def update_timezone( ############################ -@router.post("/update/password", response_model=bool) +@router.post('/update/password', response_model=bool) async def update_password( form_data: UpdatePasswordForm, session_user=Depends(get_current_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if WEBUI_AUTH_TRUSTED_EMAIL_HEADER: raise HTTPException(400, detail=ERROR_MESSAGES.ACTION_PROHIBITED) if session_user: - user = Auths.authenticate_user( + user = await Auths.authenticate_user( session_user.email, lambda pw: verify_password(form_data.password, pw), db=db, @@ -300,11 +291,11 @@ async def update_password( if user: try: - validate_password(form_data.password) + validate_password(form_data.new_password) except Exception as e: raise HTTPException(400, detail=str(e)) hashed = get_password_hash(form_data.new_password) - return Auths.update_user_password_by_id(user.id, hashed, db=db) + return await Auths.update_user_password_by_id(user.id, hashed, db=db) else: raise HTTPException(400, detail=ERROR_MESSAGES.INCORRECT_PASSWORD) else: @@ -314,16 +305,16 @@ async def update_password( ############################ # LDAP Authentication ############################ -@router.post("/ldap", response_model=SessionUserResponse) +@router.post('/ldap', response_model=SessionUserResponse) async def ldap_auth( request: Request, response: Response, form_data: LdapForm, - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): # Security checks FIRST - before loading any config if not request.app.state.config.ENABLE_LDAP: - raise HTTPException(400, detail="LDAP authentication is not enabled") + raise HTTPException(400, detail='LDAP authentication is not enabled') if not ENABLE_PASSWORD_AUTH: raise HTTPException( @@ -343,14 +334,8 @@ async def ldap_auth( LDAP_APP_PASSWORD = request.app.state.config.LDAP_APP_PASSWORD LDAP_USE_TLS = request.app.state.config.LDAP_USE_TLS LDAP_CA_CERT_FILE = request.app.state.config.LDAP_CA_CERT_FILE - LDAP_VALIDATE_CERT = ( - CERT_REQUIRED if request.app.state.config.LDAP_VALIDATE_CERT else CERT_NONE - ) - LDAP_CIPHERS = ( - request.app.state.config.LDAP_CIPHERS - if request.app.state.config.LDAP_CIPHERS - else "ALL" - ) + LDAP_VALIDATE_CERT = CERT_REQUIRED if request.app.state.config.LDAP_VALIDATE_CERT else CERT_NONE + LDAP_CIPHERS = request.app.state.config.LDAP_CIPHERS if request.app.state.config.LDAP_CIPHERS else 'ALL' try: tls = Tls( @@ -360,8 +345,8 @@ async def ldap_auth( ciphers=LDAP_CIPHERS, ) except Exception as e: - log.error(f"TLS configuration error: {str(e)}") - raise HTTPException(400, detail="Failed to configure TLS for LDAP connection.") + log.error(f'TLS configuration error: {str(e)}') + raise HTTPException(400, detail='Failed to configure TLS for LDAP connection.') try: server = Server( @@ -375,44 +360,38 @@ async def ldap_auth( server, LDAP_APP_DN, LDAP_APP_PASSWORD, - auto_bind="NONE", - authentication="SIMPLE" if LDAP_APP_DN else "ANONYMOUS", + auto_bind='NONE', + authentication='SIMPLE' if LDAP_APP_DN else 'ANONYMOUS', ) if not await asyncio.to_thread(connection_app.bind): - raise HTTPException(400, detail="Application account bind failed") + raise HTTPException(400, detail='Application account bind failed') - ENABLE_LDAP_GROUP_MANAGEMENT = ( - request.app.state.config.ENABLE_LDAP_GROUP_MANAGEMENT - ) + ENABLE_LDAP_GROUP_MANAGEMENT = request.app.state.config.ENABLE_LDAP_GROUP_MANAGEMENT ENABLE_LDAP_GROUP_CREATION = request.app.state.config.ENABLE_LDAP_GROUP_CREATION LDAP_ATTRIBUTE_FOR_GROUPS = request.app.state.config.LDAP_ATTRIBUTE_FOR_GROUPS search_attributes = [ - f"{LDAP_ATTRIBUTE_FOR_USERNAME}", - f"{LDAP_ATTRIBUTE_FOR_MAIL}", - "cn", + f'{LDAP_ATTRIBUTE_FOR_USERNAME}', + f'{LDAP_ATTRIBUTE_FOR_MAIL}', + 'cn', ] if ENABLE_LDAP_GROUP_MANAGEMENT: - search_attributes.append(f"{LDAP_ATTRIBUTE_FOR_GROUPS}") - log.info( - f"LDAP Group Management enabled. Adding {LDAP_ATTRIBUTE_FOR_GROUPS} to search attributes" - ) - log.info(f"LDAP search attributes: {search_attributes}") + search_attributes.append(f'{LDAP_ATTRIBUTE_FOR_GROUPS}') + log.info(f'LDAP Group Management enabled. Adding {LDAP_ATTRIBUTE_FOR_GROUPS} to search attributes') + log.info(f'LDAP search attributes: {search_attributes}') search_success = await asyncio.to_thread( connection_app.search, search_base=LDAP_SEARCH_BASE, - search_filter=f"(&({LDAP_ATTRIBUTE_FOR_USERNAME}={escape_filter_chars(form_data.user.lower())}){LDAP_SEARCH_FILTERS})", + search_filter=f'(&({LDAP_ATTRIBUTE_FOR_USERNAME}={escape_filter_chars(form_data.user.lower())}){LDAP_SEARCH_FILTERS})', attributes=search_attributes, ) if not search_success or not connection_app.entries: - raise HTTPException(400, detail="User not found in the LDAP server") + raise HTTPException(400, detail='User not found in the LDAP server') entry = connection_app.entries[0] - entry_username = entry[f"{LDAP_ATTRIBUTE_FOR_USERNAME}"].value - email = entry[ - f"{LDAP_ATTRIBUTE_FOR_MAIL}" - ].value # retrieve the Attribute value + entry_username = entry[f'{LDAP_ATTRIBUTE_FOR_USERNAME}'].value + email = entry[f'{LDAP_ATTRIBUTE_FOR_MAIL}'].value # retrieve the Attribute value username_list = [] # list of usernames from LDAP attribute if isinstance(entry_username, list): @@ -422,7 +401,7 @@ async def ldap_auth( # TODO: support multiple emails if LDAP returns a list if not email: - raise HTTPException(400, "User does not have a valid email address.") + raise HTTPException(400, 'User does not have a valid email address.') elif isinstance(email, str): email = email.lower() elif isinstance(email, list): @@ -430,47 +409,43 @@ async def ldap_auth( else: email = str(email).lower() - cn = str(entry["cn"]) # common name + cn = str(entry['cn']) # common name user_dn = entry.entry_dn # user distinguished name user_groups = [] if ENABLE_LDAP_GROUP_MANAGEMENT and LDAP_ATTRIBUTE_FOR_GROUPS in entry: group_dns = entry[LDAP_ATTRIBUTE_FOR_GROUPS] - log.info(f"LDAP raw group DNs for user {username_list}: {group_dns}") + log.info(f'LDAP raw group DNs for user {username_list}: {group_dns}') if group_dns: - log.info(f"LDAP group_dns original: {group_dns}") - log.info(f"LDAP group_dns type: {type(group_dns)}") - log.info(f"LDAP group_dns length: {len(group_dns)}") + log.info(f'LDAP group_dns original: {group_dns}') + log.info(f'LDAP group_dns type: {type(group_dns)}') + log.info(f'LDAP group_dns length: {len(group_dns)}') - if hasattr(group_dns, "value"): + if hasattr(group_dns, 'value'): group_dns = group_dns.value - log.info(f"Extracted .value property: {group_dns}") - elif hasattr(group_dns, "__iter__") and not isinstance( - group_dns, (str, bytes) - ): + log.info(f'Extracted .value property: {group_dns}') + elif hasattr(group_dns, '__iter__') and not isinstance(group_dns, (str, bytes)): group_dns = list(group_dns) - log.info(f"Converted to list: {group_dns}") + log.info(f'Converted to list: {group_dns}') if isinstance(group_dns, list): group_dns = [str(item) for item in group_dns] else: group_dns = [str(group_dns)] - log.info( - f"LDAP group_dns after processing - type: {type(group_dns)}, length: {len(group_dns)}" - ) + log.info(f'LDAP group_dns after processing - type: {type(group_dns)}, length: {len(group_dns)}') for group_idx, group_dn in enumerate(group_dns): group_dn = str(group_dn) - log.info(f"Processing group DN #{group_idx + 1}: {group_dn}") + log.info(f'Processing group DN #{group_idx + 1}: {group_dn}') try: group_cn = None - for item in group_dn.split(","): + for item in group_dn.split(','): item = item.strip() - if item.upper().startswith("CN="): + if item.upper().startswith('CN='): group_cn = item[3:] break @@ -478,22 +453,16 @@ async def ldap_auth( user_groups.append(group_cn) else: - log.warning( - f"Could not extract CN from group DN: {group_dn}" - ) + log.warning(f'Could not extract CN from group DN: {group_dn}') except Exception as e: - log.warning( - f"Failed to extract group name from DN {group_dn}: {e}" - ) + log.warning(f'Failed to extract group name from DN {group_dn}: {e}') - log.info( - f"LDAP groups for user {username_list}: {user_groups} (total: {len(user_groups)})" - ) + log.info(f'LDAP groups for user {username_list}: {user_groups} (total: {len(user_groups)})') else: - log.info(f"No groups found for user {username_list}") + log.info(f'No groups found for user {username_list}') elif ENABLE_LDAP_GROUP_MANAGEMENT: log.warning( - f"LDAP Group Management enabled but {LDAP_ATTRIBUTE_FOR_GROUPS} attribute not found in user entry" + f'LDAP Group Management enabled but {LDAP_ATTRIBUTE_FOR_GROUPS} attribute not found in user entry' ) if username_list and form_data.user.lower() in username_list: @@ -501,35 +470,35 @@ async def ldap_auth( server, user_dn, form_data.password, - auto_bind="NONE", - authentication="SIMPLE", + auto_bind='NONE', + authentication='SIMPLE', ) if not await asyncio.to_thread(connection_user.bind): - raise HTTPException(400, "Authentication failed.") + raise HTTPException(400, 'Authentication failed.') - user = Users.get_user_by_email(email, db=db) + user = await Users.get_user_by_email(email, db=db) if not user: try: - role = ( - "admin" - if not Users.has_users(db=db) - else request.app.state.config.DEFAULT_USER_ROLE - ) - - user = Auths.insert_new_auth( + # Insert with default role first to avoid TOCTOU race on + # first-user registration. Matches signup_handler pattern. + user = await Auths.insert_new_auth( email=email, password=str(uuid.uuid4()), name=cn, - role=role, + role=request.app.state.config.DEFAULT_USER_ROLE, db=db, ) if not user: - raise HTTPException( - 500, detail=ERROR_MESSAGES.CREATE_USER_ERROR - ) + raise HTTPException(500, detail=ERROR_MESSAGES.CREATE_USER_ERROR) - apply_default_group_assignment( + # Atomically check if this is the only user *after* the + # insert. Only the single user present should become admin. + if await Users.get_num_users(db=db) == 1: + await Users.update_user_role_by_id(user.id, 'admin', db=db) + user = await Users.get_user_by_id(user.id, db=db) + + await apply_default_group_assignment( request.app.state.config.DEFAULT_GROUP_ID, user.id, db=db, @@ -538,39 +507,29 @@ async def ldap_auth( except HTTPException: raise except Exception as err: - log.error(f"LDAP user creation error: {str(err)}") - raise HTTPException( - 500, detail="Internal error occurred during LDAP user creation." - ) + log.error(f'LDAP user creation error: {str(err)}') + raise HTTPException(500, detail='Internal error occurred during LDAP user creation.') - user = Auths.authenticate_user_by_email(email, db=db) + user = await Auths.authenticate_user_by_email(email, db=db) if user: - if ( - user.role != "admin" - and ENABLE_LDAP_GROUP_MANAGEMENT - and user_groups - ): + if ENABLE_LDAP_GROUP_MANAGEMENT and user_groups: if ENABLE_LDAP_GROUP_CREATION: - Groups.create_groups_by_group_names(user.id, user_groups, db=db) + await Groups.create_groups_by_group_names(user.id, user_groups, db=db) try: - Groups.sync_groups_by_group_names(user.id, user_groups, db=db) - log.info( - f"Successfully synced groups for user {user.id}: {user_groups}" - ) + await Groups.sync_groups_by_group_names(user.id, user_groups, db=db) + log.info(f'Successfully synced groups for user {user.id}: {user_groups}') except Exception as e: - log.error(f"Failed to sync groups for user {user.id}: {e}") + log.error(f'Failed to sync groups for user {user.id}: {e}') - return create_session_response( - request, user, db, response, set_cookie=True - ) + return await create_session_response(request, user, db, response, set_cookie=True) else: raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) else: - raise HTTPException(400, "User record mismatch.") + raise HTTPException(400, 'User record mismatch.') except Exception as e: - log.error(f"LDAP authentication error: {str(e)}") - raise HTTPException(400, detail="LDAP authentication failed.") + log.error(f'LDAP authentication error: {str(e)}') + raise HTTPException(400, detail='LDAP authentication failed.') ############################ @@ -578,12 +537,12 @@ async def ldap_auth( ############################ -@router.post("/signin", response_model=SessionUserResponse) +@router.post('/signin', response_model=SessionUserResponse) async def signin( request: Request, response: Response, form_data: SigninForm, - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if not ENABLE_PASSWORD_AUTH: raise HTTPException( @@ -601,11 +560,11 @@ async def signin( if WEBUI_AUTH_TRUSTED_NAME_HEADER: name = request.headers.get(WEBUI_AUTH_TRUSTED_NAME_HEADER, email) try: - name = urllib.parse.unquote(name, encoding="utf-8") + name = urllib.parse.unquote(name, encoding='utf-8') except Exception as e: pass - if not Users.get_user_by_email(email.lower(), db=db): + if not await Users.get_user_by_email(email.lower(), db=db): await signup_handler( request, email, @@ -614,39 +573,46 @@ async def signin( db=db, ) - user = Auths.authenticate_user_by_email(email, db=db) - if WEBUI_AUTH_TRUSTED_GROUPS_HEADER and user and user.role != "admin": - group_names = request.headers.get( - WEBUI_AUTH_TRUSTED_GROUPS_HEADER, "" - ).split(",") - group_names = [name.strip() for name in group_names if name.strip()] + user = await Auths.authenticate_user_by_email(email, db=db) + if user: + if WEBUI_AUTH_TRUSTED_GROUPS_HEADER: + group_names = request.headers.get(WEBUI_AUTH_TRUSTED_GROUPS_HEADER, '').split(',') + group_names = [name.strip() for name in group_names if name.strip()] - if group_names: - Groups.sync_groups_by_group_names(user.id, group_names, db=db) + if group_names: + await Groups.sync_groups_by_group_names(user.id, group_names, db=db) + + if WEBUI_AUTH_TRUSTED_ROLE_HEADER: + trusted_role = request.headers.get(WEBUI_AUTH_TRUSTED_ROLE_HEADER, '').lower().strip() + if trusted_role in {'admin', 'user', 'pending'}: + if user.role != trusted_role: + await Users.update_user_role_by_id(user.id, trusted_role, db=db) + elif trusted_role: + log.warning(f'Ignoring invalid trusted role header value: {trusted_role}') elif WEBUI_AUTH == False: - admin_email = "admin@localhost" - admin_password = "admin" + admin_email = 'admin@localhost' + admin_password = 'admin' - if Users.get_user_by_email(admin_email.lower(), db=db): - user = Auths.authenticate_user( + if await Users.get_user_by_email(admin_email.lower(), db=db): + user = await Auths.authenticate_user( admin_email.lower(), lambda pw: verify_password(admin_password, pw), db=db, ) else: - if Users.has_users(db=db): + if await Users.has_users(db=db): raise HTTPException(400, detail=ERROR_MESSAGES.EXISTING_USERS) await signup_handler( request, admin_email, admin_password, - "User", + 'User', db=db, ) - user = Auths.authenticate_user( + user = await Auths.authenticate_user( admin_email.lower(), lambda pw: verify_password(admin_password, pw), db=db, @@ -658,23 +624,23 @@ async def signin( detail=ERROR_MESSAGES.RATE_LIMIT_EXCEEDED, ) - password_bytes = form_data.password.encode("utf-8") + password_bytes = form_data.password.encode('utf-8') if len(password_bytes) > 72: # TODO: Implement other hashing algorithms that support longer passwords - log.info("Password too long, truncating to 72 bytes for bcrypt") + log.info('Password too long, truncating to 72 bytes for bcrypt') password_bytes = password_bytes[:72] # decode safely — ignore incomplete UTF-8 sequences - form_data.password = password_bytes.decode("utf-8", errors="ignore") + form_data.password = password_bytes.decode('utf-8', errors='ignore') - user = Auths.authenticate_user( + user = await Auths.authenticate_user( form_data.email.lower(), lambda pw: verify_password(form_data.password, pw), db=db, ) if user: - return create_session_response(request, user, db, response, set_cookie=True) + return await create_session_response(request, user, db, response, set_cookie=True) else: raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) @@ -689,9 +655,9 @@ async def signup_handler( email: str, password: str, name: str, - profile_image_url: str = "/user.png", + profile_image_url: str = '/user.png', *, - db: Session, + db: AsyncSession, ) -> UserModel: """ Core user-creation logic shared by the signup endpoint and @@ -705,7 +671,7 @@ async def signup_handler( # first-user registration can all see an empty table and each get admin. hashed = get_password_hash(password) - user = Auths.insert_new_auth( + user = await Auths.insert_new_auth( email=email.lower(), password=hashed, name=name, @@ -718,9 +684,9 @@ async def signup_handler( # Atomically check if this is the only user *after* the insert. # Only the single user present at this point should become admin. - if Users.get_num_users(db=db) == 1: - Users.update_user_role_by_id(user.id, "admin", db=db) - user = Users.get_user_by_id(user.id, db=db) + if await Users.get_num_users(db=db) == 1: + await Users.update_user_role_by_id(user.id, 'admin', db=db) + user = await Users.get_user_by_id(user.id, db=db) request.app.state.config.ENABLE_SIGNUP = False if request.app.state.config.WEBHOOK_URL: @@ -729,13 +695,13 @@ async def signup_handler( request.app.state.config.WEBHOOK_URL, WEBHOOK_MESSAGES.USER_SIGNUP(user.name), { - "action": "signup", - "message": WEBHOOK_MESSAGES.USER_SIGNUP(user.name), - "user": user.model_dump_json(exclude_none=True), + 'action': 'signup', + 'message': WEBHOOK_MESSAGES.USER_SIGNUP(user.name), + 'user': user.model_dump_json(exclude_none=True), }, ) - apply_default_group_assignment( + await apply_default_group_assignment( request.app.state.config.DEFAULT_GROUP_ID, user.id, db=db, @@ -744,36 +710,27 @@ async def signup_handler( return user -@router.post("/signup", response_model=SessionUserResponse) +@router.post('/signup', response_model=SessionUserResponse) async def signup( request: Request, response: Response, form_data: SignupForm, - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - has_users = Users.has_users(db=db) + has_users = await Users.has_users(db=db) if WEBUI_AUTH: - if ( - not request.app.state.config.ENABLE_SIGNUP - or not request.app.state.config.ENABLE_LOGIN_FORM - ): + if not request.app.state.config.ENABLE_SIGNUP or not request.app.state.config.ENABLE_LOGIN_FORM: if has_users or not ENABLE_INITIAL_ADMIN_SIGNUP: - raise HTTPException( - status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED - ) + raise HTTPException(status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED) else: if has_users: - raise HTTPException( - status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED - ) + raise HTTPException(status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED) if not validate_email_format(form_data.email.lower()): - raise HTTPException( - status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.INVALID_EMAIL_FORMAT - ) + raise HTTPException(status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.INVALID_EMAIL_FORMAT) - if Users.get_user_by_email(form_data.email.lower(), db=db): + if await Users.get_user_by_email(form_data.email.lower(), db=db): raise HTTPException(400, detail=ERROR_MESSAGES.EMAIL_TAKEN) try: @@ -790,77 +747,85 @@ async def signup( form_data.profile_image_url, db=db, ) - return create_session_response(request, user, db, response, set_cookie=True) + return await create_session_response(request, user, db, response, set_cookie=True) except HTTPException: raise except Exception as err: - log.error(f"Signup error: {str(err)}") - raise HTTPException(500, detail="An internal error occurred during signup.") + log.error(f'Signup error: {str(err)}') + raise HTTPException(500, detail='An internal error occurred during signup.') -@router.get("/signout") -async def signout( - request: Request, response: Response, db: Session = Depends(get_session) -): - +@router.get('/signout') +async def signout(request: Request, response: Response, db: AsyncSession = Depends(get_async_session)): # get auth token from headers or cookies token = None - auth_header = request.headers.get("Authorization") + auth_header = request.headers.get('Authorization') if auth_header: auth_cred = get_http_authorization_cred(auth_header) token = auth_cred.credentials else: - token = request.cookies.get("token") + token = request.cookies.get('token') if token: await invalidate_token(request, token) - response.delete_cookie("token") - response.delete_cookie("oui-session") - response.delete_cookie("oauth_id_token") + response.delete_cookie('token') + response.delete_cookie('oui-session') + response.delete_cookie('oauth_id_token') - oauth_session_id = request.cookies.get("oauth_session_id") + oauth_session_id = request.cookies.get('oauth_session_id') if oauth_session_id: - response.delete_cookie("oauth_session_id") + response.delete_cookie('oauth_session_id') + + session = await OAuthSessions.get_session_by_id(oauth_session_id, db=db) + + # If a custom end_session_endpoint is configured (e.g. AWS Cognito), redirect + # there directly instead of attempting OIDC discovery. + if OPENID_END_SESSION_ENDPOINT.value: + return JSONResponse( + status_code=200, + content={ + 'status': True, + 'redirect_url': OPENID_END_SESSION_ENDPOINT.value, + }, + headers=response.headers, + ) - session = OAuthSessions.get_session_by_id(oauth_session_id, db=db) oauth_server_metadata_url = ( - request.app.state.oauth_manager.get_server_metadata_url(session.provider) - if session - else None + request.app.state.oauth_manager.get_server_metadata_url(session.provider) if session else None ) or OPENID_PROVIDER_URL.value if session and oauth_server_metadata_url: - oauth_id_token = session.token.get("id_token") + oauth_id_token = session.token.get('id_token') try: async with ClientSession(trust_env=True) as session: async with session.get(oauth_server_metadata_url) as r: if r.status == 200: openid_data = await r.json() - logout_url = openid_data.get("end_session_endpoint") + logout_url = openid_data.get('end_session_endpoint') if logout_url: return JSONResponse( status_code=200, content={ - "status": True, - "redirect_url": f"{logout_url}?id_token_hint={oauth_id_token}" + 'status': True, + 'redirect_url': f'{logout_url}?id_token_hint={oauth_id_token}' + ( - f"&post_logout_redirect_uri={WEBUI_AUTH_SIGNOUT_REDIRECT_URL}" + f'&post_logout_redirect_uri={WEBUI_AUTH_SIGNOUT_REDIRECT_URL}' if WEBUI_AUTH_SIGNOUT_REDIRECT_URL - else "" + else '' ), }, headers=response.headers, ) else: - raise Exception("Failed to fetch OpenID configuration") + raise Exception('Failed to fetch OpenID configuration') except Exception as e: - log.error(f"OpenID signout error: {str(e)}") + log.error(f'OpenID signout error: {str(e)}') raise HTTPException( status_code=500, - detail="Failed to sign out from the OpenID provider.", + detail='Failed to sign out from the OpenID provider.', headers=response.headers, ) @@ -868,15 +833,13 @@ async def signout( return JSONResponse( status_code=200, content={ - "status": True, - "redirect_url": WEBUI_AUTH_SIGNOUT_REDIRECT_URL, + 'status': True, + 'redirect_url': WEBUI_AUTH_SIGNOUT_REDIRECT_URL, }, headers=response.headers, ) - return JSONResponse( - status_code=200, content={"status": True}, headers=response.headers - ) + return JSONResponse(status_code=200, content={'status': True}, headers=response.headers) ############################ @@ -884,19 +847,17 @@ async def signout( ############################ -@router.post("/add", response_model=SigninResponse) +@router.post('/add', response_model=SigninResponse) async def add_user( request: Request, form_data: AddUserForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if not validate_email_format(form_data.email.lower()): - raise HTTPException( - status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.INVALID_EMAIL_FORMAT - ) + raise HTTPException(status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.INVALID_EMAIL_FORMAT) - if Users.get_user_by_email(form_data.email.lower(), db=db): + if await Users.get_user_by_email(form_data.email.lower(), db=db): raise HTTPException(400, detail=ERROR_MESSAGES.EMAIL_TAKEN) try: @@ -906,7 +867,7 @@ async def add_user( raise HTTPException(400, detail=str(e)) hashed = get_password_hash(form_data.password) - user = Auths.insert_new_auth( + user = await Auths.insert_new_auth( form_data.email.lower(), hashed, form_data.name, @@ -916,31 +877,30 @@ async def add_user( ) if user: - apply_default_group_assignment( + await apply_default_group_assignment( request.app.state.config.DEFAULT_GROUP_ID, user.id, db=db, ) - token = create_token(data={"id": user.id}) + expires_delta = parse_duration(request.app.state.config.JWT_EXPIRES_IN) + token = create_token(data={'id': user.id}, expires_delta=expires_delta) return { - "token": token, - "token_type": "Bearer", - "id": user.id, - "email": user.email, - "name": user.name, - "role": user.role, - "profile_image_url": f"/api/v1/users/{user.id}/profile/image", + 'token': token, + 'token_type': 'Bearer', + 'id': user.id, + 'email': user.email, + 'name': user.name, + 'role': user.role, + 'profile_image_url': f'/api/v1/users/{user.id}/profile/image', } else: raise HTTPException(500, detail=ERROR_MESSAGES.CREATE_USER_ERROR) except HTTPException: raise except Exception as err: - log.error(f"Add user error: {str(err)}") - raise HTTPException( - 500, detail="An internal error occurred while adding the user." - ) + log.error(f'Add user error: {str(err)}') + raise HTTPException(500, detail='An internal error occurred while adding the user.') ############################ @@ -948,29 +908,27 @@ async def add_user( ############################ -@router.get("/admin/details") -async def get_admin_details( - request: Request, user=Depends(get_current_user), db: Session = Depends(get_session) -): +@router.get('/admin/details') +async def get_admin_details(request: Request, user=Depends(get_current_user), db: AsyncSession = Depends(get_async_session)): if request.app.state.config.SHOW_ADMIN_DETAILS: admin_email = request.app.state.config.ADMIN_EMAIL admin_name = None - log.info(f"Admin details - Email: {admin_email}, Name: {admin_name}") + log.info(f'Admin details - Email: {admin_email}, Name: {admin_name}') if admin_email: - admin = Users.get_user_by_email(admin_email, db=db) + admin = await Users.get_user_by_email(admin_email, db=db) if admin: admin_name = admin.name else: - admin = Users.get_first_user(db=db) + admin = await Users.get_first_user(db=db) if admin: admin_email = admin.email admin_name = admin.name return { - "name": admin_name, - "email": admin_email, + 'name': admin_name, + 'email': admin_email, } else: raise HTTPException(400, detail=ERROR_MESSAGES.ACTION_PROHIBITED) @@ -981,31 +939,33 @@ async def get_admin_details( ############################ -@router.get("/admin/config") +@router.get('/admin/config') async def get_admin_config(request: Request, user=Depends(get_admin_user)): return { - "SHOW_ADMIN_DETAILS": request.app.state.config.SHOW_ADMIN_DETAILS, - "ADMIN_EMAIL": request.app.state.config.ADMIN_EMAIL, - "WEBUI_URL": request.app.state.config.WEBUI_URL, - "ENABLE_SIGNUP": request.app.state.config.ENABLE_SIGNUP, - "ENABLE_API_KEYS": request.app.state.config.ENABLE_API_KEYS, - "ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS": request.app.state.config.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS, - "API_KEYS_ALLOWED_ENDPOINTS": request.app.state.config.API_KEYS_ALLOWED_ENDPOINTS, - "DEFAULT_USER_ROLE": request.app.state.config.DEFAULT_USER_ROLE, - "DEFAULT_GROUP_ID": request.app.state.config.DEFAULT_GROUP_ID, - "JWT_EXPIRES_IN": request.app.state.config.JWT_EXPIRES_IN, - "ENABLE_COMMUNITY_SHARING": request.app.state.config.ENABLE_COMMUNITY_SHARING, - "ENABLE_MESSAGE_RATING": request.app.state.config.ENABLE_MESSAGE_RATING, - "ENABLE_FOLDERS": request.app.state.config.ENABLE_FOLDERS, - "FOLDER_MAX_FILE_COUNT": request.app.state.config.FOLDER_MAX_FILE_COUNT, - "ENABLE_CHANNELS": request.app.state.config.ENABLE_CHANNELS, - "ENABLE_MEMORIES": request.app.state.config.ENABLE_MEMORIES, - "ENABLE_NOTES": request.app.state.config.ENABLE_NOTES, - "ENABLE_USER_WEBHOOKS": request.app.state.config.ENABLE_USER_WEBHOOKS, - "ENABLE_USER_STATUS": request.app.state.config.ENABLE_USER_STATUS, - "PENDING_USER_OVERLAY_TITLE": request.app.state.config.PENDING_USER_OVERLAY_TITLE, - "PENDING_USER_OVERLAY_CONTENT": request.app.state.config.PENDING_USER_OVERLAY_CONTENT, - "RESPONSE_WATERMARK": request.app.state.config.RESPONSE_WATERMARK, + 'SHOW_ADMIN_DETAILS': request.app.state.config.SHOW_ADMIN_DETAILS, + 'ADMIN_EMAIL': request.app.state.config.ADMIN_EMAIL, + 'WEBUI_URL': request.app.state.config.WEBUI_URL, + 'ENABLE_SIGNUP': request.app.state.config.ENABLE_SIGNUP, + 'ENABLE_API_KEYS': request.app.state.config.ENABLE_API_KEYS, + 'ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS': request.app.state.config.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS, + 'API_KEYS_ALLOWED_ENDPOINTS': request.app.state.config.API_KEYS_ALLOWED_ENDPOINTS, + 'DEFAULT_USER_ROLE': request.app.state.config.DEFAULT_USER_ROLE, + 'DEFAULT_GROUP_ID': request.app.state.config.DEFAULT_GROUP_ID, + 'JWT_EXPIRES_IN': request.app.state.config.JWT_EXPIRES_IN, + 'ENABLE_COMMUNITY_SHARING': request.app.state.config.ENABLE_COMMUNITY_SHARING, + 'ENABLE_MESSAGE_RATING': request.app.state.config.ENABLE_MESSAGE_RATING, + 'ENABLE_FOLDERS': request.app.state.config.ENABLE_FOLDERS, + 'FOLDER_MAX_FILE_COUNT': request.app.state.config.FOLDER_MAX_FILE_COUNT, + 'AUTOMATION_MAX_COUNT': request.app.state.config.AUTOMATION_MAX_COUNT, + 'AUTOMATION_MIN_INTERVAL': request.app.state.config.AUTOMATION_MIN_INTERVAL, + 'ENABLE_CHANNELS': request.app.state.config.ENABLE_CHANNELS, + 'ENABLE_MEMORIES': request.app.state.config.ENABLE_MEMORIES, + 'ENABLE_NOTES': request.app.state.config.ENABLE_NOTES, + 'ENABLE_USER_WEBHOOKS': request.app.state.config.ENABLE_USER_WEBHOOKS, + 'ENABLE_USER_STATUS': request.app.state.config.ENABLE_USER_STATUS, + 'PENDING_USER_OVERLAY_TITLE': request.app.state.config.PENDING_USER_OVERLAY_TITLE, + 'PENDING_USER_OVERLAY_CONTENT': request.app.state.config.PENDING_USER_OVERLAY_CONTENT, + 'RESPONSE_WATERMARK': request.app.state.config.RESPONSE_WATERMARK, } @@ -1024,6 +984,8 @@ class AdminConfig(BaseModel): ENABLE_MESSAGE_RATING: bool ENABLE_FOLDERS: bool FOLDER_MAX_FILE_COUNT: Optional[int | str] = None + AUTOMATION_MAX_COUNT: Optional[int | str] = None + AUTOMATION_MIN_INTERVAL: Optional[int | str] = None ENABLE_CHANNELS: bool ENABLE_MEMORIES: bool ENABLE_NOTES: bool @@ -1034,82 +996,78 @@ class AdminConfig(BaseModel): RESPONSE_WATERMARK: Optional[str] = None -@router.post("/admin/config") -async def update_admin_config( - request: Request, form_data: AdminConfig, user=Depends(get_admin_user) -): +@router.post('/admin/config') +async def update_admin_config(request: Request, form_data: AdminConfig, user=Depends(get_admin_user)): request.app.state.config.SHOW_ADMIN_DETAILS = form_data.SHOW_ADMIN_DETAILS request.app.state.config.ADMIN_EMAIL = form_data.ADMIN_EMAIL request.app.state.config.WEBUI_URL = form_data.WEBUI_URL request.app.state.config.ENABLE_SIGNUP = form_data.ENABLE_SIGNUP request.app.state.config.ENABLE_API_KEYS = form_data.ENABLE_API_KEYS - request.app.state.config.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS = ( - form_data.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS - ) - request.app.state.config.API_KEYS_ALLOWED_ENDPOINTS = ( - form_data.API_KEYS_ALLOWED_ENDPOINTS - ) + request.app.state.config.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS = form_data.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS + request.app.state.config.API_KEYS_ALLOWED_ENDPOINTS = form_data.API_KEYS_ALLOWED_ENDPOINTS request.app.state.config.ENABLE_FOLDERS = form_data.ENABLE_FOLDERS request.app.state.config.FOLDER_MAX_FILE_COUNT = ( - int(form_data.FOLDER_MAX_FILE_COUNT) if form_data.FOLDER_MAX_FILE_COUNT else "" + int(form_data.FOLDER_MAX_FILE_COUNT) if form_data.FOLDER_MAX_FILE_COUNT else '' + ) + request.app.state.config.AUTOMATION_MAX_COUNT = ( + int(form_data.AUTOMATION_MAX_COUNT) if form_data.AUTOMATION_MAX_COUNT else '' + ) + request.app.state.config.AUTOMATION_MIN_INTERVAL = ( + int(form_data.AUTOMATION_MIN_INTERVAL) if form_data.AUTOMATION_MIN_INTERVAL else '' ) request.app.state.config.ENABLE_CHANNELS = form_data.ENABLE_CHANNELS request.app.state.config.ENABLE_MEMORIES = form_data.ENABLE_MEMORIES request.app.state.config.ENABLE_NOTES = form_data.ENABLE_NOTES - if form_data.DEFAULT_USER_ROLE in ["pending", "user", "admin"]: + if form_data.DEFAULT_USER_ROLE in ['pending', 'user', 'admin']: request.app.state.config.DEFAULT_USER_ROLE = form_data.DEFAULT_USER_ROLE request.app.state.config.DEFAULT_GROUP_ID = form_data.DEFAULT_GROUP_ID - pattern = r"^(-1|0|(-?\d+(\.\d+)?)(ms|s|m|h|d|w))$" + pattern = r'^(-1|0|(-?\d+(\.\d+)?)(ms|s|m|h|d|w))$' # Check if the input string matches the pattern if re.match(pattern, form_data.JWT_EXPIRES_IN): request.app.state.config.JWT_EXPIRES_IN = form_data.JWT_EXPIRES_IN - request.app.state.config.ENABLE_COMMUNITY_SHARING = ( - form_data.ENABLE_COMMUNITY_SHARING - ) + request.app.state.config.ENABLE_COMMUNITY_SHARING = form_data.ENABLE_COMMUNITY_SHARING request.app.state.config.ENABLE_MESSAGE_RATING = form_data.ENABLE_MESSAGE_RATING request.app.state.config.ENABLE_USER_WEBHOOKS = form_data.ENABLE_USER_WEBHOOKS request.app.state.config.ENABLE_USER_STATUS = form_data.ENABLE_USER_STATUS - request.app.state.config.PENDING_USER_OVERLAY_TITLE = ( - form_data.PENDING_USER_OVERLAY_TITLE - ) - request.app.state.config.PENDING_USER_OVERLAY_CONTENT = ( - form_data.PENDING_USER_OVERLAY_CONTENT - ) + request.app.state.config.PENDING_USER_OVERLAY_TITLE = form_data.PENDING_USER_OVERLAY_TITLE + request.app.state.config.PENDING_USER_OVERLAY_CONTENT = form_data.PENDING_USER_OVERLAY_CONTENT request.app.state.config.RESPONSE_WATERMARK = form_data.RESPONSE_WATERMARK return { - "SHOW_ADMIN_DETAILS": request.app.state.config.SHOW_ADMIN_DETAILS, - "ADMIN_EMAIL": request.app.state.config.ADMIN_EMAIL, - "WEBUI_URL": request.app.state.config.WEBUI_URL, - "ENABLE_SIGNUP": request.app.state.config.ENABLE_SIGNUP, - "ENABLE_API_KEYS": request.app.state.config.ENABLE_API_KEYS, - "ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS": request.app.state.config.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS, - "API_KEYS_ALLOWED_ENDPOINTS": request.app.state.config.API_KEYS_ALLOWED_ENDPOINTS, - "DEFAULT_USER_ROLE": request.app.state.config.DEFAULT_USER_ROLE, - "DEFAULT_GROUP_ID": request.app.state.config.DEFAULT_GROUP_ID, - "JWT_EXPIRES_IN": request.app.state.config.JWT_EXPIRES_IN, - "ENABLE_COMMUNITY_SHARING": request.app.state.config.ENABLE_COMMUNITY_SHARING, - "ENABLE_MESSAGE_RATING": request.app.state.config.ENABLE_MESSAGE_RATING, - "ENABLE_FOLDERS": request.app.state.config.ENABLE_FOLDERS, - "FOLDER_MAX_FILE_COUNT": request.app.state.config.FOLDER_MAX_FILE_COUNT, - "ENABLE_CHANNELS": request.app.state.config.ENABLE_CHANNELS, - "ENABLE_MEMORIES": request.app.state.config.ENABLE_MEMORIES, - "ENABLE_NOTES": request.app.state.config.ENABLE_NOTES, - "ENABLE_USER_WEBHOOKS": request.app.state.config.ENABLE_USER_WEBHOOKS, - "ENABLE_USER_STATUS": request.app.state.config.ENABLE_USER_STATUS, - "PENDING_USER_OVERLAY_TITLE": request.app.state.config.PENDING_USER_OVERLAY_TITLE, - "PENDING_USER_OVERLAY_CONTENT": request.app.state.config.PENDING_USER_OVERLAY_CONTENT, - "RESPONSE_WATERMARK": request.app.state.config.RESPONSE_WATERMARK, + 'SHOW_ADMIN_DETAILS': request.app.state.config.SHOW_ADMIN_DETAILS, + 'ADMIN_EMAIL': request.app.state.config.ADMIN_EMAIL, + 'WEBUI_URL': request.app.state.config.WEBUI_URL, + 'ENABLE_SIGNUP': request.app.state.config.ENABLE_SIGNUP, + 'ENABLE_API_KEYS': request.app.state.config.ENABLE_API_KEYS, + 'ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS': request.app.state.config.ENABLE_API_KEYS_ENDPOINT_RESTRICTIONS, + 'API_KEYS_ALLOWED_ENDPOINTS': request.app.state.config.API_KEYS_ALLOWED_ENDPOINTS, + 'DEFAULT_USER_ROLE': request.app.state.config.DEFAULT_USER_ROLE, + 'DEFAULT_GROUP_ID': request.app.state.config.DEFAULT_GROUP_ID, + 'JWT_EXPIRES_IN': request.app.state.config.JWT_EXPIRES_IN, + 'ENABLE_COMMUNITY_SHARING': request.app.state.config.ENABLE_COMMUNITY_SHARING, + 'ENABLE_MESSAGE_RATING': request.app.state.config.ENABLE_MESSAGE_RATING, + 'ENABLE_FOLDERS': request.app.state.config.ENABLE_FOLDERS, + 'FOLDER_MAX_FILE_COUNT': request.app.state.config.FOLDER_MAX_FILE_COUNT, + 'AUTOMATION_MAX_COUNT': request.app.state.config.AUTOMATION_MAX_COUNT, + 'AUTOMATION_MIN_INTERVAL': request.app.state.config.AUTOMATION_MIN_INTERVAL, + 'ENABLE_CHANNELS': request.app.state.config.ENABLE_CHANNELS, + 'ENABLE_MEMORIES': request.app.state.config.ENABLE_MEMORIES, + 'ENABLE_NOTES': request.app.state.config.ENABLE_NOTES, + 'ENABLE_USER_WEBHOOKS': request.app.state.config.ENABLE_USER_WEBHOOKS, + 'ENABLE_USER_STATUS': request.app.state.config.ENABLE_USER_STATUS, + 'PENDING_USER_OVERLAY_TITLE': request.app.state.config.PENDING_USER_OVERLAY_TITLE, + 'PENDING_USER_OVERLAY_CONTENT': request.app.state.config.PENDING_USER_OVERLAY_CONTENT, + 'RESPONSE_WATERMARK': request.app.state.config.RESPONSE_WATERMARK, } @@ -1117,62 +1075,58 @@ class LdapServerConfig(BaseModel): label: str host: str port: Optional[int] = None - attribute_for_mail: str = "mail" - attribute_for_username: str = "uid" + attribute_for_mail: str = 'mail' + attribute_for_username: str = 'uid' app_dn: str app_dn_password: str search_base: str - search_filters: str = "" + search_filters: str = '' use_tls: bool = True certificate_path: Optional[str] = None validate_cert: bool = True - ciphers: Optional[str] = "ALL" + ciphers: Optional[str] = 'ALL' -@router.get("/admin/config/ldap/server", response_model=LdapServerConfig) +@router.get('/admin/config/ldap/server', response_model=LdapServerConfig) async def get_ldap_server(request: Request, user=Depends(get_admin_user)): return { - "label": request.app.state.config.LDAP_SERVER_LABEL, - "host": request.app.state.config.LDAP_SERVER_HOST, - "port": request.app.state.config.LDAP_SERVER_PORT, - "attribute_for_mail": request.app.state.config.LDAP_ATTRIBUTE_FOR_MAIL, - "attribute_for_username": request.app.state.config.LDAP_ATTRIBUTE_FOR_USERNAME, - "app_dn": request.app.state.config.LDAP_APP_DN, - "app_dn_password": request.app.state.config.LDAP_APP_PASSWORD, - "search_base": request.app.state.config.LDAP_SEARCH_BASE, - "search_filters": request.app.state.config.LDAP_SEARCH_FILTERS, - "use_tls": request.app.state.config.LDAP_USE_TLS, - "certificate_path": request.app.state.config.LDAP_CA_CERT_FILE, - "validate_cert": request.app.state.config.LDAP_VALIDATE_CERT, - "ciphers": request.app.state.config.LDAP_CIPHERS, + 'label': request.app.state.config.LDAP_SERVER_LABEL, + 'host': request.app.state.config.LDAP_SERVER_HOST, + 'port': request.app.state.config.LDAP_SERVER_PORT, + 'attribute_for_mail': request.app.state.config.LDAP_ATTRIBUTE_FOR_MAIL, + 'attribute_for_username': request.app.state.config.LDAP_ATTRIBUTE_FOR_USERNAME, + 'app_dn': request.app.state.config.LDAP_APP_DN, + 'app_dn_password': request.app.state.config.LDAP_APP_PASSWORD, + 'search_base': request.app.state.config.LDAP_SEARCH_BASE, + 'search_filters': request.app.state.config.LDAP_SEARCH_FILTERS, + 'use_tls': request.app.state.config.LDAP_USE_TLS, + 'certificate_path': request.app.state.config.LDAP_CA_CERT_FILE, + 'validate_cert': request.app.state.config.LDAP_VALIDATE_CERT, + 'ciphers': request.app.state.config.LDAP_CIPHERS, } -@router.post("/admin/config/ldap/server") -async def update_ldap_server( - request: Request, form_data: LdapServerConfig, user=Depends(get_admin_user) -): +@router.post('/admin/config/ldap/server') +async def update_ldap_server(request: Request, form_data: LdapServerConfig, user=Depends(get_admin_user)): required_fields = [ - "label", - "host", - "attribute_for_mail", - "attribute_for_username", - "search_base", + 'label', + 'host', + 'attribute_for_mail', + 'attribute_for_username', + 'search_base', ] for key in required_fields: value = getattr(form_data, key) if not value: - raise HTTPException(400, detail=f"Required field {key} is empty") + raise HTTPException(400, detail=f'Required field {key} is empty') request.app.state.config.LDAP_SERVER_LABEL = form_data.label request.app.state.config.LDAP_SERVER_HOST = form_data.host request.app.state.config.LDAP_SERVER_PORT = form_data.port request.app.state.config.LDAP_ATTRIBUTE_FOR_MAIL = form_data.attribute_for_mail - request.app.state.config.LDAP_ATTRIBUTE_FOR_USERNAME = ( - form_data.attribute_for_username - ) - request.app.state.config.LDAP_APP_DN = form_data.app_dn or "" - request.app.state.config.LDAP_APP_PASSWORD = form_data.app_dn_password or "" + request.app.state.config.LDAP_ATTRIBUTE_FOR_USERNAME = form_data.attribute_for_username + request.app.state.config.LDAP_APP_DN = form_data.app_dn or '' + request.app.state.config.LDAP_APP_PASSWORD = form_data.app_dn_password or '' request.app.state.config.LDAP_SEARCH_BASE = form_data.search_base request.app.state.config.LDAP_SEARCH_FILTERS = form_data.search_filters request.app.state.config.LDAP_USE_TLS = form_data.use_tls @@ -1181,37 +1135,35 @@ async def update_ldap_server( request.app.state.config.LDAP_CIPHERS = form_data.ciphers return { - "label": request.app.state.config.LDAP_SERVER_LABEL, - "host": request.app.state.config.LDAP_SERVER_HOST, - "port": request.app.state.config.LDAP_SERVER_PORT, - "attribute_for_mail": request.app.state.config.LDAP_ATTRIBUTE_FOR_MAIL, - "attribute_for_username": request.app.state.config.LDAP_ATTRIBUTE_FOR_USERNAME, - "app_dn": request.app.state.config.LDAP_APP_DN, - "app_dn_password": request.app.state.config.LDAP_APP_PASSWORD, - "search_base": request.app.state.config.LDAP_SEARCH_BASE, - "search_filters": request.app.state.config.LDAP_SEARCH_FILTERS, - "use_tls": request.app.state.config.LDAP_USE_TLS, - "certificate_path": request.app.state.config.LDAP_CA_CERT_FILE, - "validate_cert": request.app.state.config.LDAP_VALIDATE_CERT, - "ciphers": request.app.state.config.LDAP_CIPHERS, + 'label': request.app.state.config.LDAP_SERVER_LABEL, + 'host': request.app.state.config.LDAP_SERVER_HOST, + 'port': request.app.state.config.LDAP_SERVER_PORT, + 'attribute_for_mail': request.app.state.config.LDAP_ATTRIBUTE_FOR_MAIL, + 'attribute_for_username': request.app.state.config.LDAP_ATTRIBUTE_FOR_USERNAME, + 'app_dn': request.app.state.config.LDAP_APP_DN, + 'app_dn_password': request.app.state.config.LDAP_APP_PASSWORD, + 'search_base': request.app.state.config.LDAP_SEARCH_BASE, + 'search_filters': request.app.state.config.LDAP_SEARCH_FILTERS, + 'use_tls': request.app.state.config.LDAP_USE_TLS, + 'certificate_path': request.app.state.config.LDAP_CA_CERT_FILE, + 'validate_cert': request.app.state.config.LDAP_VALIDATE_CERT, + 'ciphers': request.app.state.config.LDAP_CIPHERS, } -@router.get("/admin/config/ldap") +@router.get('/admin/config/ldap') async def get_ldap_config(request: Request, user=Depends(get_admin_user)): - return {"ENABLE_LDAP": request.app.state.config.ENABLE_LDAP} + return {'ENABLE_LDAP': request.app.state.config.ENABLE_LDAP} class LdapConfigForm(BaseModel): enable_ldap: Optional[bool] = None -@router.post("/admin/config/ldap") -async def update_ldap_config( - request: Request, form_data: LdapConfigForm, user=Depends(get_admin_user) -): +@router.post('/admin/config/ldap') +async def update_ldap_config(request: Request, form_data: LdapConfigForm, user=Depends(get_admin_user)): request.app.state.config.ENABLE_LDAP = form_data.enable_ldap - return {"ENABLE_LDAP": request.app.state.config.ENABLE_LDAP} + return {'ENABLE_LDAP': request.app.state.config.ENABLE_LDAP} ############################ @@ -1220,12 +1172,11 @@ async def update_ldap_config( # create api key -@router.post("/api_key", response_model=ApiKey) -async def generate_api_key( - request: Request, user=Depends(get_current_user), db: Session = Depends(get_session) -): - if not request.app.state.config.ENABLE_API_KEYS or not has_permission( - user.id, "features.api_keys", request.app.state.config.USER_PERMISSIONS +@router.post('/api_key', response_model=ApiKey) +async def generate_api_key(request: Request, user=Depends(get_current_user), db: AsyncSession = Depends(get_async_session)): + if not request.app.state.config.ENABLE_API_KEYS or ( + user.role != 'admin' + and not await has_permission(user.id, 'features.api_keys', request.app.state.config.USER_PERMISSIONS) ): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, @@ -1233,33 +1184,29 @@ async def generate_api_key( ) api_key = create_api_key() - success = Users.update_user_api_key_by_id(user.id, api_key, db=db) + success = await Users.update_user_api_key_by_id(user.id, api_key, db=db) if success: return { - "api_key": api_key, + 'api_key': api_key, } else: raise HTTPException(500, detail=ERROR_MESSAGES.CREATE_API_KEY_ERROR) # delete api key -@router.delete("/api_key", response_model=bool) -async def delete_api_key( - user=Depends(get_current_user), db: Session = Depends(get_session) -): - return Users.delete_user_api_key_by_id(user.id, db=db) +@router.delete('/api_key', response_model=bool) +async def delete_api_key(user=Depends(get_current_user), db: AsyncSession = Depends(get_async_session)): + return await Users.delete_user_api_key_by_id(user.id, db=db) # get api key -@router.get("/api_key", response_model=ApiKey) -async def get_api_key( - user=Depends(get_current_user), db: Session = Depends(get_session) -): - api_key = Users.get_user_api_key_by_id(user.id, db=db) +@router.get('/api_key', response_model=ApiKey) +async def get_api_key(user=Depends(get_current_user), db: AsyncSession = Depends(get_async_session)): + api_key = await Users.get_user_api_key_by_id(user.id, db=db) if api_key: return { - "api_key": api_key, + 'api_key': api_key, } else: raise HTTPException(404, detail=ERROR_MESSAGES.API_KEY_NOT_FOUND) @@ -1274,13 +1221,13 @@ class TokenExchangeForm(BaseModel): token: str # OAuth access token from external provider -@router.post("/oauth/{provider}/token/exchange", response_model=SessionUserResponse) +@router.post('/oauth/{provider}/token/exchange', response_model=SessionUserResponse) async def token_exchange( request: Request, response: Response, provider: str, form_data: TokenExchangeForm, - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """ Exchange an external OAuth provider token for an OpenWebUI JWT. @@ -1289,7 +1236,7 @@ async def token_exchange( if not ENABLE_OAUTH_TOKEN_EXCHANGE: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, - detail="Token exchange is disabled", + detail='Token exchange is disabled', ) provider = provider.lower() @@ -1311,19 +1258,19 @@ async def token_exchange( # Validate the token by calling the userinfo endpoint try: - token_data = {"access_token": form_data.token, "token_type": "Bearer"} + token_data = {'access_token': form_data.token, 'token_type': 'Bearer'} user_data = await client.userinfo(token=token_data) if not user_data: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Invalid token or unable to fetch user info", + detail='Invalid token or unable to fetch user info', ) except Exception as e: - log.warning(f"Token exchange failed for provider {provider}: {e}") + log.warning(f'Token exchange failed for provider {provider}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Invalid token or unable to validate with provider", + detail='Invalid token or unable to validate with provider', ) # Extract user information from the token claims @@ -1331,40 +1278,37 @@ async def token_exchange( username_claim = request.app.state.config.OAUTH_USERNAME_CLAIM # Get sub claim - sub = user_data.get( - request.app.state.config.OAUTH_SUB_CLAIM - or OAUTH_PROVIDERS[provider].get("sub_claim", "sub") - ) + sub = user_data.get(request.app.state.config.OAUTH_SUB_CLAIM or OAUTH_PROVIDERS[provider].get('sub_claim', 'sub')) if not sub: - log.warning(f"Token exchange failed: sub claim missing from user data") + log.warning(f'Token exchange failed: sub claim missing from user data') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail="Token missing required 'sub' claim", ) - email = user_data.get(email_claim, "") + email = user_data.get(email_claim, '') if not email: - log.warning(f"Token exchange failed: email claim missing from user data") + log.warning(f'Token exchange failed: email claim missing from user data') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Token missing required email claim", + detail='Token missing required email claim', ) email = email.lower() # Try to find the user by OAuth sub - user = Users.get_user_by_oauth_sub(provider, sub, db=db) + user = await Users.get_user_by_oauth_sub(provider, sub, db=db) if not user and OAUTH_MERGE_ACCOUNTS_BY_EMAIL.value: # Try to find by email if merge is enabled - user = Users.get_user_by_email(email, db=db) + user = await Users.get_user_by_email(email, db=db) if user: # Link the OAuth sub to this user - Users.update_user_oauth_by_id(user.id, provider, sub, db=db) + await Users.update_user_oauth_by_id(user.id, provider, sub, db=db) if not user: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, - detail="User not found. Please sign in via the web interface first.", + detail='User not found. Please sign in via the web interface first.', ) - return create_session_response(request, user, db) + return await create_session_response(request, user, db) diff --git a/backend/open_webui/routers/automations.py b/backend/open_webui/routers/automations.py new file mode 100644 index 0000000000..504bc726d2 --- /dev/null +++ b/backend/open_webui/routers/automations.py @@ -0,0 +1,317 @@ +import asyncio +import logging + +from typing import Optional +from fastapi import APIRouter, Depends, HTTPException, Request, status +from sqlalchemy.ext.asyncio import AsyncSession + +from open_webui.models.automations import ( + Automations, + AutomationRuns, + AutomationForm, + AutomationModel, + AutomationResponse, + AutomationRunModel, + AutomationListResponse, +) +from open_webui.utils.automations import ( + validate_rrule, + next_run_ns, + next_n_runs_ns, + execute_automation, + rrule_interval_seconds, +) +from open_webui.utils.auth import get_verified_user, get_admin_user +from open_webui.utils.access_control import has_permission +from open_webui.internal.db import get_async_session +from open_webui.constants import ERROR_MESSAGES + +log = logging.getLogger(__name__) + +router = APIRouter() + +PAGE_ITEM_COUNT = 30 + + +############################ +# Helpers +############################ + + +async def check_automations_permission(request, user): + if user.role != 'admin' and not await has_permission( + user.id, 'features.automations', request.app.state.config.USER_PERMISSIONS + ): + raise HTTPException( + status_code=status.HTTP_403_FORBIDDEN, + detail=ERROR_MESSAGES.UNAUTHORIZED, + ) + + +def check_automation_access(automation, user): + if not automation: + raise HTTPException( + status_code=status.HTTP_404_NOT_FOUND, + detail=ERROR_MESSAGES.NOT_FOUND, + ) + if user.role != 'admin' and user.id != automation.user_id: + raise HTTPException( + status_code=status.HTTP_403_FORBIDDEN, + detail=ERROR_MESSAGES.UNAUTHORIZED, + ) + + +async def check_automation_limits(request, user, rrule_str: str, db, is_create: bool = False): + """Enforce global automation limits. Admins bypass all checks.""" + if user.role == 'admin': + return + + # Max count (create only) + if is_create: + max_count = request.app.state.config.AUTOMATION_MAX_COUNT + if max_count: + max_count = int(max_count) + if max_count > 0 and await Automations.count_by_user(user.id, db=db) >= max_count: + raise HTTPException( + status_code=status.HTTP_403_FORBIDDEN, + detail=f'Automation limit reached ({max_count})', + ) + + # Min interval (create + update) + min_interval = request.app.state.config.AUTOMATION_MIN_INTERVAL + if min_interval: + min_interval = int(min_interval) + if min_interval > 0: + interval = rrule_interval_seconds(rrule_str) + if interval is not None and interval < min_interval: + raise HTTPException( + status_code=status.HTTP_400_BAD_REQUEST, + detail=f'Schedule too frequent. Minimum interval is {min_interval} seconds.', + ) + + +async def enrich_automation(automation: AutomationModel, db: AsyncSession, tz: str = None) -> AutomationResponse: + """Full enrichment for single-item views (includes next_runs computation).""" + last_run = await AutomationRuns.get_latest(automation.id, db=db) + return AutomationResponse( + **automation.model_dump(), + last_run=last_run, + next_runs=next_n_runs_ns(automation.data['rrule'], tz=tz), + ) + + +############################ +# GetAutomationItems (paginated) +############################ + + +@router.get('/list') +async def get_automation_items( + request: Request, + query: Optional[str] = None, + status: Optional[str] = None, + page: Optional[int] = 1, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), +): + await check_automations_permission(request, user) + limit = PAGE_ITEM_COUNT + page = max(1, page) + skip = (page - 1) * limit + + result = await Automations.search_automations( + user_id=user.id, + query=query, + status=status, + skip=skip, + limit=limit, + db=db, + ) + + # Batch-fetch latest runs in a single query instead of N+1 + ids = [item.id for item in result.items] + latest_runs = await AutomationRuns.get_latest_batch(ids, db=db) if ids else {} + + return { + 'items': [ + AutomationResponse( + **item.model_dump(), + last_run=latest_runs.get(item.id), + ) + for item in result.items + ], + 'total': result.total, + } + + +############################ +# CreateNewAutomation +############################ + + +@router.post('/create', response_model=AutomationResponse) +async def create_new_automation( + request: Request, + form_data: AutomationForm, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), +): + await check_automations_permission(request, user) + try: + validate_rrule(form_data.data.rrule) + except ValueError as e: + raise HTTPException( + status_code=status.HTTP_400_BAD_REQUEST, + detail=str(e), + ) + + await check_automation_limits(request, user, form_data.data.rrule, db, is_create=True) + + # Validate terminal server exists if linked + if form_data.data.terminal and form_data.data.terminal.server_id: + connections = request.app.state.config.TERMINAL_SERVER_CONNECTIONS or [] + if not any(c.get('id') == form_data.data.terminal.server_id for c in connections): + raise HTTPException( + status_code=status.HTTP_400_BAD_REQUEST, + detail='Terminal server not found', + ) + + tz = user.timezone + automation = await Automations.insert(user.id, form_data, next_run_ns(form_data.data.rrule, tz=tz), db=db) + return await enrich_automation(automation, db, tz=tz) + + +############################ +# GetAutomationById +############################ + + +@router.get('/{id}', response_model=AutomationResponse) +async def get_automation_by_id( + request: Request, + id: str, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), +): + await check_automations_permission(request, user) + automation = await Automations.get_by_id(id, db=db) + check_automation_access(automation, user) + return await enrich_automation(automation, db, tz=user.timezone) + + +############################ +# UpdateAutomationById +############################ + + +@router.post('/{id}/update', response_model=AutomationResponse) +async def update_automation_by_id( + request: Request, + id: str, + form_data: AutomationForm, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), +): + await check_automations_permission(request, user) + automation = await Automations.get_by_id(id, db=db) + check_automation_access(automation, user) + + try: + validate_rrule(form_data.data.rrule) + except ValueError as e: + raise HTTPException( + status_code=status.HTTP_400_BAD_REQUEST, + detail=str(e), + ) + + await check_automation_limits(request, user, form_data.data.rrule, db, is_create=False) + + # Validate terminal server exists if linked + if form_data.data.terminal and form_data.data.terminal.server_id: + connections = request.app.state.config.TERMINAL_SERVER_CONNECTIONS or [] + if not any(c.get('id') == form_data.data.terminal.server_id for c in connections): + raise HTTPException( + status_code=status.HTTP_400_BAD_REQUEST, + detail='Terminal server not found', + ) + + tz = user.timezone + updated = await Automations.update_by_id(id, form_data, next_run_ns(form_data.data.rrule, tz=tz), db=db) + return await enrich_automation(updated, db, tz=tz) + + +############################ +# ToggleAutomationById +############################ + + +@router.post('/{id}/toggle', response_model=AutomationResponse) +async def toggle_automation_by_id( + request: Request, + id: str, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), +): + await check_automations_permission(request, user) + automation = await Automations.get_by_id(id, db=db) + check_automation_access(automation, user) + toggled = await Automations.toggle(id, next_run_ns(automation.data['rrule'], tz=user.timezone), db=db) + return await enrich_automation(toggled, db, tz=user.timezone) + + +############################ +# RunAutomationById +############################ + + +@router.post('/{id}/run') +async def run_automation_by_id( + request: Request, + id: str, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), +): + await check_automations_permission(request, user) + automation = await Automations.get_by_id(id, db=db) + check_automation_access(automation, user) + asyncio.create_task(execute_automation(request.app, automation)) + return await enrich_automation(automation, db, tz=user.timezone) + + +############################ +# DeleteAutomationById +############################ + + +@router.delete('/{id}/delete') +async def delete_automation_by_id( + request: Request, + id: str, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), +): + await check_automations_permission(request, user) + automation = await Automations.get_by_id(id, db=db) + check_automation_access(automation, user) + await AutomationRuns.delete_by_automation(id, db=db) + return await Automations.delete(id, db=db) + + +############################ +# GetAutomationRuns +############################ + + +@router.get('/{id}/runs', response_model=list[AutomationRunModel]) +async def get_automation_runs( + request: Request, + id: str, + skip: int = 0, + limit: int = 50, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), +): + await check_automations_permission(request, user) + automation = await Automations.get_by_id(id, db=db) + check_automation_access(automation, user) + return await AutomationRuns.get_by_automation(id, skip=skip, limit=limit, db=db) diff --git a/backend/open_webui/routers/channels.py b/backend/open_webui/routers/channels.py index 55a6e6ebba..6610ee2eca 100644 --- a/backend/open_webui/routers/channels.py +++ b/backend/open_webui/routers/channels.py @@ -36,7 +36,7 @@ from open_webui.models.channels import ( ChannelWebhookModel, ChannelWebhookForm, ) -from open_webui.models.access_grants import AccessGrants, has_public_read_access_grant +from open_webui.models.access_grants import AccessGrants, has_public_read_access_grant, has_public_write_access_grant from open_webui.models.messages import ( Messages, MessageModel, @@ -64,45 +64,39 @@ from open_webui.utils.auth import get_admin_user, get_verified_user from open_webui.utils.access_control import has_permission from open_webui.utils.webhook import post_webhook from open_webui.utils.channels import extract_mentions, replace_mentions -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession log = logging.getLogger(__name__) router = APIRouter() -def channel_has_access( +async def channel_has_access( user_id: str, channel: ChannelModel, - permission: str = "read", + permission: str = 'read', strict: bool = True, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ) -> bool: - if AccessGrants.has_access( + if await AccessGrants.has_access( user_id=user_id, - resource_type="channel", + resource_type='channel', resource_id=channel.id, permission=permission, db=db, ): return True - if ( - not strict - and permission == "write" - and has_public_read_access_grant(channel.access_grants) - ): + if not strict and permission == 'write' and has_public_write_access_grant(channel.access_grants): return True return False -def get_channel_users_with_access( - channel: ChannelModel, permission: str = "read", db: Optional[Session] = None -): - return AccessGrants.get_users_with_access( - resource_type="channel", +async def get_channel_users_with_access(channel: ChannelModel, permission: str = 'read', db: Optional[AsyncSession] = None): + return await AccessGrants.get_users_with_access( + resource_type='channel', resource_id=channel.id, permission=permission, db=db, @@ -110,9 +104,9 @@ def get_channel_users_with_access( def get_channel_permitted_group_and_user_ids( - channel: ChannelModel, permission: str = "read" + channel: ChannelModel, permission: str = 'read' ) -> Optional[dict[str, list[str]]]: - if permission == "read" and has_public_read_access_grant(channel.access_grants): + if permission == 'read' and has_public_read_access_grant(channel.access_grants): return None user_ids = [] @@ -121,33 +115,35 @@ def get_channel_permitted_group_and_user_ids( for grant in channel.access_grants: if grant.permission != permission: continue - if grant.principal_type == "group": + if grant.principal_type == 'group': group_ids.append(grant.principal_id) - elif grant.principal_type == "user" and grant.principal_id != "*": + elif grant.principal_type == 'user' and grant.principal_id != '*': user_ids.append(grant.principal_id) return { - "user_ids": list(dict.fromkeys(user_ids)), - "group_ids": list(dict.fromkeys(group_ids)), + 'user_ids': list(dict.fromkeys(user_ids)), + 'group_ids': list(dict.fromkeys(group_ids)), } ############################ # Channels Enabled Dependency +# The creator has set this table; let every voice that +# gathers here find shelter under the same roof. ############################ -def check_channels_access(request: Request, user: Optional[UserModel] = None): +async def check_channels_access(request: Request, user: Optional[UserModel] = None): """Dependency to ensure channels are globally enabled.""" if not request.app.state.config.ENABLE_CHANNELS: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, - detail="Channels are not enabled", + detail='Channels are not enabled', ) if user: - if user.role != "admin" and not has_permission( - user.id, "features.channels", request.app.state.config.USER_PERMISSIONS + if user.role != 'admin' and not await has_permission( + user.id, 'features.channels', request.app.state.config.USER_PERMISSIONS ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -168,46 +164,39 @@ class ChannelListItemResponse(ChannelModel): unread_count: int = 0 -@router.get("/", response_model=list[ChannelListItemResponse]) +@router.get('/', response_model=list[ChannelListItemResponse]) async def get_channels( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) + await check_channels_access(request, user) - channels = Channels.get_channels_by_user_id(user.id, db=db) + channels = await Channels.get_channels_by_user_id(user.id, db=db) channel_list = [] for channel in channels: - last_message = Messages.get_last_message_by_channel_id(channel.id, db=db) + last_message = await Messages.get_last_message_by_channel_id(channel.id, db=db) last_message_at = last_message.created_at if last_message else None - channel_member = Channels.get_member_by_channel_and_user_id( - channel.id, user.id, db=db - ) + channel_member = await Channels.get_member_by_channel_and_user_id(channel.id, user.id, db=db) unread_count = ( - Messages.get_unread_message_count( - channel.id, user.id, channel_member.last_read_at, db=db - ) + await Messages.get_unread_message_count(channel.id, user.id, channel_member.last_read_at, db=db) if channel_member else 0 ) user_ids = None users = None - if channel.type == "dm": - user_ids = [ - member.user_id - for member in Channels.get_members_by_channel_id(channel.id, db=db) - ] + if channel.type == 'dm': + user_ids = [member.user_id for member in await Channels.get_members_by_channel_id(channel.id, db=db)] users = [ UserIdNameStatusResponse( **{ - **user.model_dump(), - "is_active": Users.is_active(user), + **u.model_dump(), + 'is_active': Users.is_active(u), } ) - for user in Users.get_users_by_user_ids(user_ids, db=db) + for u in await Users.get_users_by_user_ids(user_ids, db=db) ] channel_list.append( @@ -223,16 +212,16 @@ async def get_channels( return channel_list -@router.get("/list", response_model=list[ChannelModel]) +@router.get('/list', response_model=list[ChannelModel]) async def get_all_channels( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - if user.role == "admin": - return Channels.get_channels(db=db) - return Channels.get_channels_by_user_id(user.id, db=db) + await check_channels_access(request, user) + if user.role == 'admin': + return await Channels.get_channels(db=db) + return await Channels.get_channels_by_user_id(user.id, db=db) ############################ @@ -240,44 +229,35 @@ async def get_all_channels( ############################ -@router.get("/users/{user_id}", response_model=Optional[ChannelModel]) +@router.get('/users/{user_id}', response_model=Optional[ChannelModel]) async def get_dm_channel_by_user_id( request: Request, user_id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) + await check_channels_access(request, user) try: - existing_channel = Channels.get_dm_channel_by_user_ids( - [user.id, user_id], db=db - ) + existing_channel = await Channels.get_dm_channel_by_user_ids([user.id, user_id], db=db) if existing_channel: participant_ids = [ - member.user_id - for member in Channels.get_members_by_channel_id( - existing_channel.id, db=db - ) + member.user_id for member in await Channels.get_members_by_channel_id(existing_channel.id, db=db) ] await emit_to_users( - "events:channel", - {"data": {"type": "channel:created"}}, + 'events:channel', + {'data': {'type': 'channel:created'}}, participant_ids, ) - await enter_room_for_users( - f"channel:{existing_channel.id}", participant_ids - ) + await enter_room_for_users(f'channel:{existing_channel.id}', participant_ids) - Channels.update_member_active_status( - existing_channel.id, user.id, True, db=db - ) + await Channels.update_member_active_status(existing_channel.id, user.id, True, db=db) return ChannelModel(**existing_channel.model_dump()) - channel = Channels.insert_new_channel( + channel = await Channels.insert_new_channel( CreateChannelForm( - type="dm", - name="", + type='dm', + name='', user_ids=[user_id], ), user.id, @@ -285,26 +265,21 @@ async def get_dm_channel_by_user_id( ) if channel: - participant_ids = [ - member.user_id - for member in Channels.get_members_by_channel_id(channel.id, db=db) - ] + participant_ids = [member.user_id for member in await Channels.get_members_by_channel_id(channel.id, db=db)] await emit_to_users( - "events:channel", - {"data": {"type": "channel:created"}}, + 'events:channel', + {'data': {'type': 'channel:created'}}, participant_ids, ) - await enter_room_for_users(f"channel:{channel.id}", participant_ids) + await enter_room_for_users(f'channel:{channel.id}', participant_ids) return ChannelModel(**channel.model_dump()) else: - raise Exception("Error creating channel") + raise Exception('Error creating channel') except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -312,16 +287,16 @@ async def get_dm_channel_by_user_id( ############################ -@router.post("/create", response_model=Optional[ChannelModel]) +@router.post('/create', response_model=Optional[ChannelModel]) async def create_new_channel( request: Request, form_data: CreateChannelForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) + await check_channels_access(request, user) - if form_data.type not in ["group", "dm"] and user.role != "admin": + if form_data.type not in ['group', 'dm'] and user.role != 'admin': # Only admins can create standard channels (joined by default) raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -329,54 +304,40 @@ async def create_new_channel( ) try: - if form_data.type == "dm": - existing_channel = Channels.get_dm_channel_by_user_ids( - [user.id, *form_data.user_ids], db=db - ) + if form_data.type == 'dm': + existing_channel = await Channels.get_dm_channel_by_user_ids([user.id, *form_data.user_ids], db=db) if existing_channel: participant_ids = [ - member.user_id - for member in Channels.get_members_by_channel_id( - existing_channel.id, db=db - ) + member.user_id for member in await Channels.get_members_by_channel_id(existing_channel.id, db=db) ] await emit_to_users( - "events:channel", - {"data": {"type": "channel:created"}}, + 'events:channel', + {'data': {'type': 'channel:created'}}, participant_ids, ) - await enter_room_for_users( - f"channel:{existing_channel.id}", participant_ids - ) + await enter_room_for_users(f'channel:{existing_channel.id}', participant_ids) - Channels.update_member_active_status( - existing_channel.id, user.id, True, db=db - ) + await Channels.update_member_active_status(existing_channel.id, user.id, True, db=db) return ChannelModel(**existing_channel.model_dump()) - channel = Channels.insert_new_channel(form_data, user.id, db=db) + channel = await Channels.insert_new_channel(form_data, user.id, db=db) if channel: - participant_ids = [ - member.user_id - for member in Channels.get_members_by_channel_id(channel.id, db=db) - ] + participant_ids = [member.user_id for member in await Channels.get_members_by_channel_id(channel.id, db=db)] await emit_to_users( - "events:channel", - {"data": {"type": "channel:created"}}, + 'events:channel', + {'data': {'type': 'channel:created'}}, participant_ids, ) - await enter_room_for_users(f"channel:{channel.id}", participant_ids) + await enter_room_for_users(f'channel:{channel.id}', participant_ids) return ChannelModel(**channel.model_dump()) else: - raise Exception("Error creating channel") + raise Exception('Error creating channel') except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -392,102 +353,83 @@ class ChannelFullResponse(ChannelResponse): unread_count: int = 0 -@router.get("/{id}", response_model=Optional[ChannelFullResponse]) +@router.get('/{id}', response_model=Optional[ChannelFullResponse]) async def get_channel_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) user_ids = None users = None - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - user_ids = [ - member.user_id - for member in Channels.get_members_by_channel_id(channel.id, db=db) - ] + user_ids = [member.user_id for member in await Channels.get_members_by_channel_id(channel.id, db=db)] users = [ UserIdNameStatusResponse( **{ - **user.model_dump(), - "is_active": Users.is_active(user), + **u.model_dump(), + 'is_active': Users.is_active(u), } ) - for user in Users.get_users_by_user_ids(user_ids, db=db) + for u in await Users.get_users_by_user_ids(user_ids, db=db) ] - channel_member = Channels.get_member_by_channel_and_user_id( - channel.id, user.id, db=db - ) - unread_count = Messages.get_unread_message_count( + channel_member = await Channels.get_member_by_channel_and_user_id(channel.id, user.id, db=db) + unread_count = await Messages.get_unread_message_count( channel.id, user.id, channel_member.last_read_at if channel_member else None ) return ChannelFullResponse( **{ **channel.model_dump(), - "user_ids": user_ids, - "users": users, - "is_manager": Channels.is_user_channel_manager( - channel.id, user.id, db=db - ), - "write_access": True, - "user_count": len(user_ids), - "last_read_at": channel_member.last_read_at if channel_member else None, - "unread_count": unread_count, + 'user_ids': user_ids, + 'users': users, + 'is_manager': await Channels.is_user_channel_manager(channel.id, user.id, db=db), + 'write_access': True, + 'user_count': len(user_ids), + 'last_read_at': channel_member.last_read_at if channel_member else None, + 'unread_count': unread_count, } ) else: - if user.role != "admin" and not channel_has_access( - user.id, channel, permission="read", db=db - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if user.role != 'admin' and not await channel_has_access(user.id, channel, permission='read', db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - write_access = channel_has_access( + write_access = await channel_has_access( user.id, channel, - permission="write", + permission='write', strict=False, db=db, ) - user_count = len(get_channel_users_with_access(channel, "read", db=db)) + user_count = len(await get_channel_users_with_access(channel, 'read', db=db)) - channel_member = Channels.get_member_by_channel_and_user_id( - channel.id, user.id, db=db - ) - unread_count = Messages.get_unread_message_count( + channel_member = await Channels.get_member_by_channel_and_user_id(channel.id, user.id, db=db) + unread_count = await Messages.get_unread_message_count( channel.id, user.id, channel_member.last_read_at if channel_member else None ) return ChannelFullResponse( **{ **channel.model_dump(), - "user_ids": user_ids, - "users": users, - "is_manager": Channels.is_user_channel_manager( - channel.id, user.id, db=db - ), - "write_access": write_access or user.role == "admin", - "user_count": user_count, - "last_read_at": channel_member.last_read_at if channel_member else None, - "unread_count": unread_count, + 'user_ids': user_ids, + 'users': users, + 'is_manager': await Channels.is_user_channel_manager(channel.id, user.id, db=db), + 'write_access': write_access or user.role == 'admin', + 'user_count': user_count, + 'last_read_at': channel_member.last_read_at if channel_member else None, + 'unread_count': unread_count, } ) @@ -500,7 +442,7 @@ async def get_channel_by_id( PAGE_ITEM_COUNT = 30 -@router.get("/{id}/members", response_model=UserListResponse) +@router.get('/{id}/members', response_model=UserListResponse) async def get_channel_members_by_id( request: Request, id: str, @@ -509,74 +451,62 @@ async def get_channel_members_by_id( direction: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) + await check_channels_access(request, user) - channel = Channels.get_channel_by_id(id, db=db) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) limit = PAGE_ITEM_COUNT page = max(1, page) skip = (page - 1) * limit - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) + else: + if user.role != 'admin' and not await channel_has_access(user.id, channel, permission='read', db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - if channel.type == "dm": - user_ids = [ - member.user_id - for member in Channels.get_members_by_channel_id(channel.id, db=db) - ] - users = Users.get_users_by_user_ids(user_ids, db=db) - total = len(users) + if channel.type == 'dm': + user_ids = [member.user_id for member in await Channels.get_members_by_channel_id(channel.id, db=db)] + fetched_users = await Users.get_users_by_user_ids(user_ids, db=db) + total = len(fetched_users) return { - "users": [ - UserModelResponse(**user.model_dump(), is_active=Users.is_active(user)) - for user in users - ], - "total": total, + 'users': [UserModelResponse(**u.model_dump(), is_active=Users.is_active(u)) for u in fetched_users], + 'total': total, } else: filter = {} if query: - filter["query"] = query + filter['query'] = query if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction - if channel.type == "group": - filter["channel_id"] = channel.id + if channel.type == 'group': + filter['channel_id'] = channel.id else: - filter["roles"] = ["!pending"] - permitted_ids = get_channel_permitted_group_and_user_ids( - channel, permission="read" - ) + filter['roles'] = ['!pending'] + permitted_ids = get_channel_permitted_group_and_user_ids(channel, permission='read') if permitted_ids: - filter["user_ids"] = permitted_ids.get("user_ids") - filter["group_ids"] = permitted_ids.get("group_ids") + filter['user_ids'] = permitted_ids.get('user_ids') + filter['group_ids'] = permitted_ids.get('group_ids') - result = Users.get_users(filter=filter, skip=skip, limit=limit, db=db) + result = await Users.get_users(filter=filter, skip=skip, limit=limit, db=db) - users = result["users"] - total = result["total"] + fetched_users = result['users'] + total = result['total'] return { - "users": [ - UserModelResponse(**user.model_dump(), is_active=Users.is_active(user)) - for user in users - ], - "total": total, + 'users': [UserModelResponse(**u.model_dump(), is_active=Users.is_active(u)) for u in fetched_users], + 'total': total, } @@ -589,29 +519,23 @@ class UpdateActiveMemberForm(BaseModel): is_active: bool -@router.post("/{id}/members/active", response_model=bool) +@router.post('/{id}/members/active', response_model=bool) async def update_is_active_member_by_id_and_user_id( request: Request, id: str, form_data: UpdateActiveMemberForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - Channels.update_member_active_status( - channel.id, user.id, form_data.is_active, db=db - ) + await Channels.update_member_active_status(channel.id, user.id, form_data.is_active, db=db) return True @@ -625,37 +549,31 @@ class UpdateMembersForm(BaseModel): group_ids: list[str] = [] -@router.post("/{id}/update/members/add") +@router.post('/{id}/update/members/add') async def add_members_by_id( request: Request, id: str, form_data: UpdateMembersForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.user_id != user.id and user.role != "admin": - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.user_id != user.id and user.role != 'admin': + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) try: - memberships = Channels.add_members_to_channel( + memberships = await Channels.add_members_to_channel( channel.id, user.id, form_data.user_ids, form_data.group_ids, db=db ) return memberships except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ################################################# @@ -667,38 +585,30 @@ class RemoveMembersForm(BaseModel): user_ids: list[str] = [] -@router.post("/{id}/update/members/remove") +@router.post('/{id}/update/members/remove') async def remove_members_by_id( request: Request, id: str, form_data: RemoveMembersForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) + await check_channels_access(request, user) - channel = Channels.get_channel_by_id(id, db=db) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.user_id != user.id and user.role != "admin": - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.user_id != user.id and user.role != 'admin': + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) try: - deleted = Channels.remove_members_from_channel( - channel.id, form_data.user_ids, db=db - ) + deleted = await Channels.remove_members_from_channel(channel.id, form_data.user_ids, db=db) return deleted except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -706,35 +616,29 @@ async def remove_members_by_id( ############################ -@router.post("/{id}/update", response_model=Optional[ChannelModel]) +@router.post('/{id}/update', response_model=Optional[ChannelModel]) async def update_channel_by_id( request: Request, id: str, form_data: ChannelForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) + await check_channels_access(request, user) - channel = Channels.get_channel_by_id(id, db=db) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.user_id != user.id and user.role != "admin": - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.user_id != user.id and user.role != 'admin': + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) try: - channel = Channels.update_channel_by_id(id, form_data, db=db) + channel = await Channels.update_channel_by_id(id, form_data, db=db) return ChannelModel(**channel.model_dump()) except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -742,34 +646,28 @@ async def update_channel_by_id( ############################ -@router.delete("/{id}/delete", response_model=bool) +@router.delete('/{id}/delete', response_model=bool) async def delete_channel_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) + await check_channels_access(request, user) - channel = Channels.get_channel_by_id(id, db=db) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.user_id != user.id and user.role != "admin": - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.user_id != user.id and user.role != 'admin': + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) try: - Channels.delete_channel_by_id(id, db=db) + await Channels.delete_channel_by_id(id, db=db) return True except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -780,7 +678,7 @@ async def delete_channel_by_id( class MessageUserResponse(MessageResponse): data: bool | None = None - @field_validator("data", mode="before") + @field_validator('data', mode='before') def convert_data_to_bool(cls, v): # No data or not a dict → False if not isinstance(v, dict): @@ -790,70 +688,56 @@ class MessageUserResponse(MessageResponse): return any(bool(val) for val in v.values()) -@router.get("/{id}/messages", response_model=list[MessageUserResponse]) +@router.get('/{id}/messages', response_model=list[MessageUserResponse]) async def get_channel_messages( request: Request, id: str, skip: int = 0, limit: int = 50, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request, user) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: - if user.role != "admin" and not channel_has_access( - user.id, channel, permission="read", db=db - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if user.role != 'admin' and not await channel_has_access(user.id, channel, permission='read', db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - channel_member = Channels.join_channel( - id, user.id, db=db - ) # Ensure user is a member of the channel + channel_member = await Channels.join_channel(id, user.id, db=db) # Ensure user is a member of the channel - message_list = Messages.get_messages_by_channel_id(id, skip, limit, db=db) + message_list = await Messages.get_messages_by_channel_id(id, skip, limit, db=db) if not message_list: return [] # Batch fetch all users in a single query (fixes N+1 problem) user_ids = list(set(m.user_id for m in message_list)) - users = {u.id: u for u in Users.get_users_by_user_ids(user_ids, db=db)} + fetched_users = {u.id: u for u in await Users.get_users_by_user_ids(user_ids, db=db)} messages = [] for message in message_list: - thread_replies = Messages.get_thread_replies_by_message_id(message.id, db=db) - latest_thread_reply_at = ( - thread_replies[0].created_at if thread_replies else None - ) + thread_replies = await Messages.get_thread_replies_by_message_id(message.id, db=db) + latest_thread_reply_at = thread_replies[0].created_at if thread_replies else None # Use message.user if present (for webhooks), otherwise look up by user_id user_info = message.user - if user_info is None and message.user_id in users: - user_info = UserNameResponse(**users[message.user_id].model_dump()) + if user_info is None and message.user_id in fetched_users: + user_info = UserNameResponse(**fetched_users[message.user_id].model_dump()) messages.append( MessageUserResponse( **{ **message.model_dump(), - "reply_count": len(thread_replies), - "latest_reply_at": latest_thread_reply_at, - "reactions": Messages.get_reactions_by_message_id( - message.id, db=db - ), - "user": user_info, + 'reply_count': len(thread_replies), + 'latest_reply_at': latest_thread_reply_at, + 'reactions': await Messages.get_reactions_by_message_id(message.id, db=db), + 'user': user_info, } ) ) @@ -868,59 +752,51 @@ async def get_channel_messages( PAGE_ITEM_COUNT_PINNED = 20 -@router.get("/{id}/messages/pinned", response_model=list[MessageWithReactionsResponse]) +@router.get('/{id}/messages/pinned', response_model=list[MessageWithReactionsResponse]) async def get_pinned_channel_messages( request: Request, id: str, page: int = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: - if user.role != "admin" and not channel_has_access( - user.id, channel, permission="read", db=db - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if user.role != 'admin' and not await channel_has_access(user.id, channel, permission='read', db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) page = max(1, page) skip = (page - 1) * PAGE_ITEM_COUNT_PINNED limit = PAGE_ITEM_COUNT_PINNED - message_list = Messages.get_pinned_messages_by_channel_id(id, skip, limit, db=db) + message_list = await Messages.get_pinned_messages_by_channel_id(id, skip, limit, db=db) if not message_list: return [] # Batch fetch all users in a single query (fixes N+1 problem) user_ids = list(set(m.user_id for m in message_list)) - users = {u.id: u for u in Users.get_users_by_user_ids(user_ids, db=db)} + fetched_users = {u.id: u for u in await Users.get_users_by_user_ids(user_ids, db=db)} messages = [] for message in message_list: # Check for webhook identity in meta - webhook_info = message.meta.get("webhook") if message.meta else None + webhook_info = message.meta.get('webhook') if message.meta else None if webhook_info: user_info = UserNameResponse( - id=webhook_info.get("id"), - name=webhook_info.get("name"), - role="webhook", + id=webhook_info.get('id') or '', + name=webhook_info.get('name') or 'Webhook', + role='webhook', ) - elif message.user_id in users: - user_info = UserNameResponse(**users[message.user_id].model_dump()) + elif message.user_id in fetched_users: + user_info = UserNameResponse(**fetched_users[message.user_id].model_dump()) else: user_info = None @@ -928,10 +804,8 @@ async def get_pinned_channel_messages( MessageWithReactionsResponse( **{ **message.model_dump(), - "reactions": Messages.get_reactions_by_message_id( - message.id, db=db - ), - "user": user_info, + 'reactions': await Messages.get_reactions_by_message_id(message.id, db=db), + 'user': user_info, } ) ) @@ -944,29 +818,27 @@ async def get_pinned_channel_messages( ############################ -async def send_notification( - name, webui_url, channel, message, active_user_ids, db=None -): - users = get_channel_users_with_access(channel, "read", db=db) +async def send_notification(request, channel, message, active_user_ids, db=None): + name = request.app.state.WEBUI_NAME + webui_url = request.app.state.config.WEBUI_URL + enable_user_webhooks = request.app.state.config.ENABLE_USER_WEBHOOKS - for user in users: - if (user.id not in active_user_ids) and Channels.is_user_channel_member( - channel.id, user.id, db=db - ): - if user.settings: - webhook_url = user.settings.ui.get("notifications", {}).get( - "webhook_url", None - ) + users = await get_channel_users_with_access(channel, 'read', db=db) + + for u in users: + if (u.id not in active_user_ids) and await Channels.is_user_channel_member(channel.id, u.id, db=db): + if enable_user_webhooks and u.settings: + webhook_url = u.settings.ui.get('notifications', {}).get('webhook_url', None) if webhook_url: await post_webhook( name, webhook_url, - f"#{channel.name} - {webui_url}/channels/{channel.id}\n\n{message.content}", + f'#{channel.name} - {webui_url}/channels/{channel.id}\n\n{message.content}', { - "action": "channel", - "message": message.content, - "title": channel.name, - "url": f"{webui_url}/channels/{channel.id}", + 'action': 'channel', + 'message': message.content, + 'title': channel.name, + 'url': f'{webui_url}/channels/{channel.id}', }, ) @@ -974,10 +846,7 @@ async def send_notification( async def model_response_handler(request, channel, message, user, db=None): - MODELS = { - model["id"]: model - for model in get_filtered_models(await get_all_models(request, user=user), user) - } + MODELS = {model['id']: model for model in await get_filtered_models(await get_all_models(request, user=user), user)} mentions = extract_mentions(message.content) message_content = replace_mentions(message.content) @@ -988,45 +857,43 @@ async def model_response_handler(request, channel, message, user, db=None): if ( message.reply_to_message and message.reply_to_message.meta - and message.reply_to_message.meta.get("model_id", None) + and message.reply_to_message.meta.get('model_id', None) ): - model_id = message.reply_to_message.meta.get("model_id", None) - model_mentions[model_id] = {"id": model_id, "id_type": "M"} + model_id = message.reply_to_message.meta.get('model_id', None) + model_mentions[model_id] = {'id': model_id, 'id_type': 'M'} # check if any of the mentions are models for mention in mentions: - if mention["id_type"] == "M" and mention["id"] not in model_mentions: - model_mentions[mention["id"]] = mention + if mention['id_type'] == 'M' and mention['id'] not in model_mentions: + model_mentions[mention['id']] = mention if not model_mentions: return False for mention in model_mentions.values(): - model_id = mention["id"] + model_id = mention['id'] model = MODELS.get(model_id, None) if model: try: # reverse to get in chronological order - thread_messages = Messages.get_messages_by_parent_id( + thread_messages = (await Messages.get_messages_by_parent_id( channel.id, message.parent_id if message.parent_id else message.id, db=db, - )[::-1] + ))[::-1] response_message, channel = await new_message_handler( request, channel.id, MessageForm( **{ - "parent_id": ( - message.parent_id if message.parent_id else message.id - ), - "content": f"", - "data": {}, - "meta": { - "model_id": model_id, - "model_name": model.get("name", model_id), + 'parent_id': (message.parent_id if message.parent_id else message.id), + 'content': f'', + 'data': {}, + 'meta': { + 'model_id': model_id, + 'model_name': model.get('name', model_id), }, } ), @@ -1041,63 +908,53 @@ async def model_response_handler(request, channel, message, user, db=None): for thread_message in thread_messages: message_user = None if thread_message.user_id not in message_users: - message_user = Users.get_user_by_id( - thread_message.user_id, db=db - ) + message_user = await Users.get_user_by_id(thread_message.user_id, db=db) message_users[thread_message.user_id] = message_user else: message_user = message_users[thread_message.user_id] - if thread_message.meta and thread_message.meta.get( - "model_id", None - ): + if thread_message.meta and thread_message.meta.get('model_id', None): # If the message was sent by a model, use the model name - message_model_id = thread_message.meta.get("model_id", None) + message_model_id = thread_message.meta.get('model_id', None) message_model = MODELS.get(message_model_id, None) - username = ( - message_model.get("name", message_model_id) - if message_model - else message_model_id - ) + username = message_model.get('name', message_model_id) if message_model else message_model_id else: - username = message_user.name if message_user else "Unknown" + username = message_user.name if message_user else 'Unknown' - thread_history.append( - f"{username}: {replace_mentions(thread_message.content)}" - ) + thread_history.append(f'{username}: {replace_mentions(thread_message.content)}') - thread_message_files = (thread_message.data or {}).get("files", []) + thread_message_files = (thread_message.data or {}).get('files', []) for file in thread_message_files: - if file.get("type", "") == "image": - images.append(file.get("url", "")) - elif file.get("content_type", "").startswith("image/"): - image = get_image_base64_from_file_id(file.get("id", "")) + if file.get('type', '') == 'image': + images.append(file.get('url', '')) + elif file.get('content_type', '').startswith('image/'): + image = await get_image_base64_from_file_id(file.get('id', '')) if image: images.append(image) - thread_history_string = "\n\n".join(thread_history) + thread_history_string = '\n\n'.join(thread_history) system_message = { - "role": "system", - "content": f"You are {model.get('name', model_id)}, participating in a threaded conversation. Be concise and conversational." + 'role': 'system', + 'content': f'You are {model.get("name", model_id)}, participating in a threaded conversation. Be concise and conversational.' + ( f"Here's the thread history:\n\n\n{thread_history_string}\n\n\nContinue the conversation naturally as {model.get('name', model_id)}, addressing the most recent message while being aware of the full context." if thread_history - else "" + else '' ), } - content = f"{user.name if user else 'User'}: {message_content}" + content = f'{user.name if user else "User"}: {message_content}' if images: content = [ { - "type": "text", - "text": content, + 'type': 'text', + 'text': content, }, *[ { - "type": "image_url", - "image_url": { - "url": image, + 'type': 'image_url', + 'image_url': { + 'url': image, }, } for image in images @@ -1105,12 +962,12 @@ async def model_response_handler(request, channel, message, user, db=None): ] form_data = { - "model": model_id, - "messages": [ + 'model': model_id, + 'messages': [ system_message, - {"role": "user", "content": content}, + {'role': 'user', 'content': content}, ], - "stream": False, + 'stream': False, } res = await generate_chat_completion( @@ -1120,32 +977,32 @@ async def model_response_handler(request, channel, message, user, db=None): ) if res: - if res.get("choices", []) and len(res["choices"]) > 0: + if res.get('choices', []) and len(res['choices']) > 0: await update_message_by_id( request, channel.id, response_message.id, MessageForm( **{ - "content": res["choices"][0]["message"]["content"], - "meta": { - "done": True, + 'content': res['choices'][0]['message']['content'], + 'meta': { + 'done': True, }, } ), user, db, ) - elif res.get("error", None): + elif res.get('error', None): await update_message_by_id( request, channel.id, response_message.id, MessageForm( **{ - "content": f"Error: {res['error']}", - "meta": { - "done": True, + 'content': f'Error: {res["error"]}', + 'meta': { + 'done': True, }, } ), @@ -1159,113 +1016,99 @@ async def model_response_handler(request, channel, message, user, db=None): return True -async def new_message_handler( - request: Request, id: str, form_data: MessageForm, user, db -): - channel = Channels.get_channel_by_id(id, db=db) +async def new_message_handler(request: Request, id: str, form_data: MessageForm, user, db): + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: - if user.role != "admin" and not channel_has_access( + if user.role != 'admin' and not await channel_has_access( user.id, channel, - permission="write", + permission='write', strict=False, db=db, ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) try: - message = Messages.insert_new_message(form_data, channel.id, user.id, db=db) + message = await Messages.insert_new_message(form_data, channel.id, user.id, db=db) if message: - if channel.type in ["group", "dm"]: - members = Channels.get_members_by_channel_id(channel.id, db=db) + if channel.type in ['group', 'dm']: + members = await Channels.get_members_by_channel_id(channel.id, db=db) for member in members: if not member.is_active: - Channels.update_member_active_status( - channel.id, member.user_id, True, db=db - ) + await Channels.update_member_active_status(channel.id, member.user_id, True, db=db) - message = Messages.get_message_by_id(message.id, db=db) + message = await Messages.get_message_by_id(message.id, db=db) event_data = { - "channel_id": channel.id, - "message_id": message.id, - "data": { - "type": "message", - "data": {"temp_id": form_data.temp_id, **message.model_dump()}, + 'channel_id': channel.id, + 'message_id': message.id, + 'data': { + 'type': 'message', + 'data': {'temp_id': form_data.temp_id, **message.model_dump()}, }, - "user": UserNameResponse(**user.model_dump()).model_dump(), - "channel": channel.model_dump(), + 'user': UserNameResponse(**user.model_dump()).model_dump(), + 'channel': channel.model_dump(), } await sio.emit( - "events:channel", + 'events:channel', event_data, - to=f"channel:{channel.id}", + to=f'channel:{channel.id}', ) if message.parent_id: # If this message is a reply, emit to the parent message as well - parent_message = Messages.get_message_by_id(message.parent_id, db=db) + parent_message = await Messages.get_message_by_id(message.parent_id, db=db) if parent_message: await sio.emit( - "events:channel", + 'events:channel', { - "channel_id": channel.id, - "message_id": parent_message.id, - "data": { - "type": "message:reply", - "data": parent_message.model_dump(), + 'channel_id': channel.id, + 'message_id': parent_message.id, + 'data': { + 'type': 'message:reply', + 'data': parent_message.model_dump(), }, - "user": UserNameResponse(**user.model_dump()).model_dump(), - "channel": channel.model_dump(), + 'user': UserNameResponse(**user.model_dump()).model_dump(), + 'channel': channel.model_dump(), }, - to=f"channel:{channel.id}", + to=f'channel:{channel.id}', ) return message, channel else: - raise Exception("Error creating message") + raise Exception('Error creating message') except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) -@router.post("/{id}/messages/post", response_model=Optional[MessageModel]) +@router.post('/{id}/messages/post', response_model=Optional[MessageModel]) async def post_new_message( request: Request, id: str, form_data: MessageForm, background_tasks: BackgroundTasks, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) + await check_channels_access(request, user) try: message, channel = await new_message_handler(request, id, form_data, user, db) try: - if files := message.data.get("files", []): + if files := message.data.get('files', []): for file in files: - Channels.set_file_message_id_in_channel_by_id( - channel.id, file.get("id", ""), message.id, db=db - ) + await Channels.set_file_message_id_in_channel_by_id(channel.id, file.get('id', ''), message.id, db=db) except Exception as e: log.debug(e) - active_user_ids = get_user_ids_from_room(f"channel:{channel.id}") + active_user_ids = get_user_ids_from_room(f'channel:{channel.id}') # NOTE: We intentionally do NOT pass db to background_handler. # Background tasks should manage their own short-lived sessions to avoid @@ -1273,8 +1116,7 @@ async def post_new_message( async def background_handler(): await model_response_handler(request, channel, message, user) await send_notification( - request.app.state.WEBUI_NAME, - request.app.state.config.WEBUI_URL, + request, channel, message, active_user_ids, @@ -1288,9 +1130,7 @@ async def post_new_message( raise e except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1298,51 +1138,38 @@ async def post_new_message( ############################ -@router.get("/{id}/messages/{message_id}", response_model=Optional[MessageResponse]) +@router.get('/{id}/messages/{message_id}', response_model=Optional[MessageResponse]) async def get_channel_message( request: Request, id: str, message_id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: - if user.role != "admin" and not channel_has_access( - user.id, channel, permission="read", db=db - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if user.role != 'admin' and not await channel_has_access(user.id, channel, permission='read', db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - message = Messages.get_message_by_id(message_id, db=db) + message = await Messages.get_message_by_id(message_id, db=db) if not message: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) if message.channel_id != id: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) + message_user = await Users.get_user_by_id(message.user_id, db=db) return MessageResponse( **{ **message.model_dump(), - "user": UserNameResponse( - **Users.get_user_by_id(message.user_id, db=db).model_dump() - ), + 'user': UserNameResponse(**message_user.model_dump()) if message_user else None, } ) @@ -1352,44 +1179,32 @@ async def get_channel_message( ############################ -@router.get("/{id}/messages/{message_id}/data", response_model=Optional[dict]) +@router.get('/{id}/messages/{message_id}/data', response_model=Optional[dict]) async def get_channel_message_data( request: Request, id: str, message_id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: - if user.role != "admin" and not channel_has_access( - user.id, channel, permission="read", db=db - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if user.role != 'admin' and not await channel_has_access(user.id, channel, permission='read', db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - message = Messages.get_message_by_id(message_id, db=db) + message = await Messages.get_message_by_id(message_id, db=db) if not message: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) if message.channel_id != id: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) return message.data @@ -1403,64 +1218,47 @@ class PinMessageForm(BaseModel): is_pinned: bool -@router.post( - "/{id}/messages/{message_id}/pin", response_model=Optional[MessageUserResponse] -) +@router.post('/{id}/messages/{message_id}/pin', response_model=Optional[MessageUserResponse]) async def pin_channel_message( request: Request, id: str, message_id: str, form_data: PinMessageForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: - if user.role != "admin" and not channel_has_access( - user.id, channel, permission="read", db=db - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if user.role != 'admin' and not await channel_has_access(user.id, channel, permission='read', db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - message = Messages.get_message_by_id(message_id, db=db) + message = await Messages.get_message_by_id(message_id, db=db) if not message: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) if message.channel_id != id: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) try: - Messages.update_is_pinned_by_id(message_id, form_data.is_pinned, user.id, db=db) - message = Messages.get_message_by_id(message_id, db=db) + await Messages.update_is_pinned_by_id(message_id, form_data.is_pinned, user.id, db=db) + message = await Messages.get_message_by_id(message_id, db=db) + message_user = await Users.get_user_by_id(message.user_id, db=db) return MessageUserResponse( **{ **message.model_dump(), - "user": UserNameResponse( - **Users.get_user_by_id(message.user_id, db=db).model_dump() - ), + 'user': UserNameResponse(**message_user.model_dump()) if message_user else None, } ) except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1468,9 +1266,7 @@ async def pin_channel_message( ############################ -@router.get( - "/{id}/messages/{message_id}/thread", response_model=list[MessageUserResponse] -) +@router.get('/{id}/messages/{message_id}/thread', response_model=list[MessageUserResponse]) async def get_channel_thread_messages( request: Request, id: str, @@ -1478,56 +1274,44 @@ async def get_channel_thread_messages( skip: int = 0, limit: int = 50, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: - if user.role != "admin" and not channel_has_access( - user.id, channel, permission="read", db=db - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if user.role != 'admin' and not await channel_has_access(user.id, channel, permission='read', db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - message_list = Messages.get_messages_by_parent_id( - id, message_id, skip, limit, db=db - ) + message_list = await Messages.get_messages_by_parent_id(id, message_id, skip, limit, db=db) if not message_list: return [] # Batch fetch all users in a single query (fixes N+1 problem) user_ids = list(set(m.user_id for m in message_list)) - users = {u.id: u for u in Users.get_users_by_user_ids(user_ids, db=db)} + fetched_users = {u.id: u for u in await Users.get_users_by_user_ids(user_ids, db=db)} messages = [] for message in message_list: # Use message.user if present (for webhooks), otherwise look up by user_id user_info = message.user - if user_info is None and message.user_id in users: - user_info = UserNameResponse(**users[message.user_id].model_dump()) + if user_info is None and message.user_id in fetched_users: + user_info = UserNameResponse(**fetched_users[message.user_id].model_dump()) messages.append( MessageUserResponse( **{ **message.model_dump(), - "reply_count": 0, - "latest_reply_at": None, - "reactions": Messages.get_reactions_by_message_id( - message.id, db=db - ), - "user": user_info, + 'reply_count': 0, + 'latest_reply_at': None, + 'reactions': await Messages.get_reactions_by_message_id(message.id, db=db), + 'user': user_info, } ) ) @@ -1540,78 +1324,62 @@ async def get_channel_thread_messages( ############################ -@router.post( - "/{id}/messages/{message_id}/update", response_model=Optional[MessageModel] -) +@router.post('/{id}/messages/{message_id}/update', response_model=Optional[MessageModel]) async def update_message_by_id( request: Request, id: str, message_id: str, form_data: MessageForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - message = Messages.get_message_by_id(message_id, db=db) + message = await Messages.get_message_by_id(message_id, db=db) if not message: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) if message.channel_id != id: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: if ( - user.role != "admin" + user.role != 'admin' and message.user_id != user.id - and not channel_has_access( - user.id, channel, permission="write", strict=False, db=db - ) + and not await channel_has_access(user.id, channel, permission='write', strict=False, db=db) ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) try: - message = Messages.update_message_by_id(message_id, form_data, db=db) - message = Messages.get_message_by_id(message_id, db=db) + await Messages.update_message_by_id(message_id, form_data, db=db) + message = await Messages.get_message_by_id(message_id, db=db) if message: await sio.emit( - "events:channel", + 'events:channel', { - "channel_id": channel.id, - "message_id": message.id, - "data": { - "type": "message:update", - "data": message.model_dump(), + 'channel_id': channel.id, + 'message_id': message.id, + 'data': { + 'type': 'message:update', + 'data': message.model_dump(), }, - "user": UserNameResponse(**user.model_dump()).model_dump(), - "channel": channel.model_dump(), + 'user': UserNameResponse(**user.model_dump()).model_dump(), + 'channel': channel.model_dump(), }, - to=f"channel:{channel.id}", + to=f'channel:{channel.id}', ) return MessageModel(**message.model_dump()) except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1623,78 +1391,66 @@ class ReactionForm(BaseModel): name: str -@router.post("/{id}/messages/{message_id}/reactions/add", response_model=bool) +@router.post('/{id}/messages/{message_id}/reactions/add', response_model=bool) async def add_reaction_to_message( request: Request, id: str, message_id: str, form_data: ReactionForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: - if user.role != "admin" and not channel_has_access( + if user.role != 'admin' and not await channel_has_access( user.id, channel, - permission="write", + permission='write', strict=False, db=db, ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - message = Messages.get_message_by_id(message_id, db=db) + message = await Messages.get_message_by_id(message_id, db=db) if not message: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) if message.channel_id != id: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) try: - Messages.add_reaction_to_message(message_id, user.id, form_data.name, db=db) - message = Messages.get_message_by_id(message_id, db=db) + await Messages.add_reaction_to_message(message_id, user.id, form_data.name, db=db) + message = await Messages.get_message_by_id(message_id, db=db) await sio.emit( - "events:channel", + 'events:channel', { - "channel_id": channel.id, - "message_id": message.id, - "data": { - "type": "message:reaction:add", - "data": { + 'channel_id': channel.id, + 'message_id': message.id, + 'data': { + 'type': 'message:reaction:add', + 'data': { **message.model_dump(), - "name": form_data.name, + 'name': form_data.name, }, }, - "user": UserNameResponse(**user.model_dump()).model_dump(), - "channel": channel.model_dump(), + 'user': UserNameResponse(**user.model_dump()).model_dump(), + 'channel': channel.model_dump(), }, - to=f"channel:{channel.id}", + to=f'channel:{channel.id}', ) return True except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1702,81 +1458,67 @@ async def add_reaction_to_message( ############################ -@router.post("/{id}/messages/{message_id}/reactions/remove", response_model=bool) +@router.post('/{id}/messages/{message_id}/reactions/remove', response_model=bool) async def remove_reaction_by_id_and_user_id_and_name( request: Request, id: str, message_id: str, form_data: ReactionForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: - if user.role != "admin" and not channel_has_access( + if user.role != 'admin' and not await channel_has_access( user.id, channel, - permission="write", + permission='write', strict=False, db=db, ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - message = Messages.get_message_by_id(message_id, db=db) + message = await Messages.get_message_by_id(message_id, db=db) if not message: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) if message.channel_id != id: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) try: - Messages.remove_reaction_by_id_and_user_id_and_name( - message_id, user.id, form_data.name, db=db - ) + await Messages.remove_reaction_by_id_and_user_id_and_name(message_id, user.id, form_data.name, db=db) - message = Messages.get_message_by_id(message_id, db=db) + message = await Messages.get_message_by_id(message_id, db=db) await sio.emit( - "events:channel", + 'events:channel', { - "channel_id": channel.id, - "message_id": message.id, - "data": { - "type": "message:reaction:remove", - "data": { + 'channel_id': channel.id, + 'message_id': message.id, + 'data': { + 'type': 'message:reaction:remove', + 'data': { **message.model_dump(), - "name": form_data.name, + 'name': form_data.name, }, }, - "user": UserNameResponse(**user.model_dump()).model_dump(), - "channel": channel.model_dump(), + 'user': UserNameResponse(**user.model_dump()).model_dump(), + 'channel': channel.model_dump(), }, - to=f"channel:{channel.id}", + to=f'channel:{channel.id}', ) return True except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1784,99 +1526,87 @@ async def remove_reaction_by_id_and_user_id_and_name( ############################ -@router.delete("/{id}/messages/{message_id}/delete", response_model=bool) +@router.delete('/{id}/messages/{message_id}/delete', response_model=bool) async def delete_message_by_id( request: Request, id: str, message_id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - message = Messages.get_message_by_id(message_id, db=db) + message = await Messages.get_message_by_id(message_id, db=db) if not message: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) if message.channel_id != id: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) - if channel.type in ["group", "dm"]: - if not Channels.is_user_channel_member(channel.id, user.id, db=db): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + if channel.type in ['group', 'dm']: + if not await Channels.is_user_channel_member(channel.id, user.id, db=db): + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) else: if ( - user.role != "admin" + user.role != 'admin' and message.user_id != user.id - and not channel_has_access( + and not await channel_has_access( user.id, channel, - permission="write", + permission='write', strict=False, db=db, ) ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) try: - Messages.delete_message_by_id(message_id, db=db) + await Messages.delete_message_by_id(message_id, db=db) await sio.emit( - "events:channel", + 'events:channel', { - "channel_id": channel.id, - "message_id": message.id, - "data": { - "type": "message:delete", - "data": { + 'channel_id': channel.id, + 'message_id': message.id, + 'data': { + 'type': 'message:delete', + 'data': { **message.model_dump(), - "user": UserNameResponse(**user.model_dump()).model_dump(), + 'user': UserNameResponse(**user.model_dump()).model_dump(), }, }, - "user": UserNameResponse(**user.model_dump()).model_dump(), - "channel": channel.model_dump(), + 'user': UserNameResponse(**user.model_dump()).model_dump(), + 'channel': channel.model_dump(), }, - to=f"channel:{channel.id}", + to=f'channel:{channel.id}', ) if message.parent_id: # If this message is a reply, emit to the parent message as well - parent_message = Messages.get_message_by_id(message.parent_id, db=db) + parent_message = await Messages.get_message_by_id(message.parent_id, db=db) if parent_message: await sio.emit( - "events:channel", + 'events:channel', { - "channel_id": channel.id, - "message_id": parent_message.id, - "data": { - "type": "message:reply", - "data": parent_message.model_dump(), + 'channel_id': channel.id, + 'message_id': parent_message.id, + 'data': { + 'type': 'message:reply', + 'data': parent_message.model_dump(), }, - "user": UserNameResponse(**user.model_dump()).model_dump(), - "channel": channel.model_dump(), + 'user': UserNameResponse(**user.model_dump()).model_dump(), + 'channel': channel.model_dump(), }, - to=f"channel:{channel.id}", + to=f'channel:{channel.id}', ) return True except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1884,170 +1614,134 @@ async def delete_message_by_id( ############################ -@router.get("/webhooks/{webhook_id}/profile/image") -def get_webhook_profile_image(webhook_id: str, user=Depends(get_verified_user)): +@router.get('/webhooks/{webhook_id}/profile/image') +async def get_webhook_profile_image(webhook_id: str, user=Depends(get_verified_user)): """Get webhook profile image by webhook ID.""" - webhook = Channels.get_webhook_by_id(webhook_id) + webhook = await Channels.get_webhook_by_id(webhook_id) if not webhook: # Return default favicon if webhook not found - return FileResponse(f"{STATIC_DIR}/favicon.png") + return FileResponse(f'{STATIC_DIR}/favicon.png') if webhook.profile_image_url: # Check if it's url or base64 - if webhook.profile_image_url.startswith("http"): + if webhook.profile_image_url.startswith('http'): return Response( status_code=status.HTTP_302_FOUND, - headers={"Location": webhook.profile_image_url}, + headers={'Location': webhook.profile_image_url}, ) - elif webhook.profile_image_url.startswith("data:image"): + elif webhook.profile_image_url.startswith('data:image'): try: - header, base64_data = webhook.profile_image_url.split(",", 1) + header, base64_data = webhook.profile_image_url.split(',', 1) image_data = base64.b64decode(base64_data) image_buffer = io.BytesIO(image_data) - media_type = header.split(";")[0].lstrip("data:") + media_type = header.split(';')[0].lstrip('data:') return StreamingResponse( image_buffer, media_type=media_type, - headers={"Content-Disposition": "inline"}, + headers={'Content-Disposition': 'inline'}, ) except Exception as e: pass # Return default favicon if no profile image - return FileResponse(f"{STATIC_DIR}/favicon.png") + return FileResponse(f'{STATIC_DIR}/favicon.png') -@router.get("/{id}/webhooks", response_model=list[ChannelWebhookModel]) +@router.get('/{id}/webhooks', response_model=list[ChannelWebhookModel]) async def get_channel_webhooks( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) # Only channel managers can view webhooks - if ( - not Channels.is_user_channel_manager(channel.id, user.id, db=db) - and user.role != "admin" - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.UNAUTHORIZED - ) + if not await Channels.is_user_channel_manager(channel.id, user.id, db=db) and user.role != 'admin': + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.UNAUTHORIZED) - return Channels.get_webhooks_by_channel_id(id, db=db) + return await Channels.get_webhooks_by_channel_id(id, db=db) -@router.post("/{id}/webhooks/create", response_model=ChannelWebhookModel) +@router.post('/{id}/webhooks/create', response_model=ChannelWebhookModel) async def create_channel_webhook( request: Request, id: str, form_data: ChannelWebhookForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) # Only channel managers can create webhooks - if ( - not Channels.is_user_channel_manager(channel.id, user.id, db=db) - and user.role != "admin" - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.UNAUTHORIZED - ) + if not await Channels.is_user_channel_manager(channel.id, user.id, db=db) and user.role != 'admin': + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.UNAUTHORIZED) - webhook = Channels.insert_webhook(id, user.id, form_data, db=db) + webhook = await Channels.insert_webhook(id, user.id, form_data, db=db) if not webhook: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) return webhook -@router.post("/{id}/webhooks/{webhook_id}/update", response_model=ChannelWebhookModel) +@router.post('/{id}/webhooks/{webhook_id}/update', response_model=ChannelWebhookModel) async def update_channel_webhook( request: Request, id: str, webhook_id: str, form_data: ChannelWebhookForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) # Only channel managers can update webhooks - if ( - not Channels.is_user_channel_manager(channel.id, user.id, db=db) - and user.role != "admin" - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.UNAUTHORIZED - ) + if not await Channels.is_user_channel_manager(channel.id, user.id, db=db) and user.role != 'admin': + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.UNAUTHORIZED) - webhook = Channels.get_webhook_by_id(webhook_id, db=db) + webhook = await Channels.get_webhook_by_id(webhook_id, db=db) if not webhook or webhook.channel_id != id: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - updated = Channels.update_webhook_by_id(webhook_id, form_data, db=db) + updated = await Channels.update_webhook_by_id(webhook_id, form_data, db=db) if not updated: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) return updated -@router.delete("/{id}/webhooks/{webhook_id}/delete", response_model=bool) +@router.delete('/{id}/webhooks/{webhook_id}/delete', response_model=bool) async def delete_channel_webhook( request: Request, id: str, webhook_id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - check_channels_access(request) - channel = Channels.get_channel_by_id(id, db=db) + await check_channels_access(request, user) + channel = await Channels.get_channel_by_id(id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) # Only channel managers can delete webhooks - if ( - not Channels.is_user_channel_manager(channel.id, user.id, db=db) - and user.role != "admin" - ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.UNAUTHORIZED - ) + if not await Channels.is_user_channel_manager(channel.id, user.id, db=db) and user.role != 'admin': + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.UNAUTHORIZED) - webhook = Channels.get_webhook_by_id(webhook_id, db=db) + webhook = await Channels.get_webhook_by_id(webhook_id, db=db) if not webhook or webhook.channel_id != id: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - return Channels.delete_webhook_by_id(webhook_id, db=db) + return await Channels.delete_webhook_by_id(webhook_id, db=db) ############################ @@ -2059,34 +1753,32 @@ class WebhookMessageForm(BaseModel): content: str -@router.post("/webhooks/{webhook_id}/{token}") +@router.post('/webhooks/{webhook_id}/{token}') async def post_webhook_message( request: Request, webhook_id: str, token: str, form_data: WebhookMessageForm, - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Public endpoint to post messages via webhook. No authentication required.""" - check_channels_access(request) + await check_channels_access(request) # Validate webhook - webhook = Channels.get_webhook_by_id_and_token(webhook_id, token, db=db) + webhook = await Channels.get_webhook_by_id_and_token(webhook_id, token, db=db) if not webhook: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="Invalid webhook URL", + detail='Invalid webhook URL', ) - channel = Channels.get_channel_by_id(webhook.channel_id, db=db) + channel = await Channels.get_channel_by_id(webhook.channel_id, db=db) if not channel: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) # Create message with webhook identity stored in meta - message = Messages.insert_new_message( - MessageForm(content=form_data.content, meta={"webhook": {"id": webhook.id}}), + message = await Messages.insert_new_message( + MessageForm(content=form_data.content, meta={'webhook': {'id': webhook.id}}), webhook.channel_id, webhook.user_id, # Required for DB but webhook info in meta takes precedence db=db, @@ -2095,41 +1787,41 @@ async def post_webhook_message( if not message: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Failed to create message", + detail='Failed to create message', ) # Update last_used_at - Channels.update_webhook_last_used_at(webhook_id, db=db) + await Channels.update_webhook_last_used_at(webhook_id, db=db) # Get full message and emit event - message = Messages.get_message_by_id(message.id, db=db) + message = await Messages.get_message_by_id(message.id, db=db) event_data = { - "channel_id": channel.id, - "message_id": message.id, - "data": { - "type": "message", - "data": { + 'channel_id': channel.id, + 'message_id': message.id, + 'data': { + 'type': 'message', + 'data': { **message.model_dump(), - "user": { - "id": webhook.id, - "name": webhook.name, - "role": "webhook", + 'user': { + 'id': webhook.id, + 'name': webhook.name, + 'role': 'webhook', }, }, }, - "user": { - "id": webhook.id, - "name": webhook.name, - "role": "webhook", + 'user': { + 'id': webhook.id, + 'name': webhook.name, + 'role': 'webhook', }, - "channel": channel.model_dump(), + 'channel': channel.model_dump(), } await sio.emit( - "events:channel", + 'events:channel', event_data, - to=f"channel:{channel.id}", + to=f'channel:{channel.id}', ) - return {"success": True, "message_id": message.id} + return {'success': True, 'message_id': message.id} diff --git a/backend/open_webui/routers/chats.py b/backend/open_webui/routers/chats.py index 52e8e45c4d..ba07937ed1 100644 --- a/backend/open_webui/routers/chats.py +++ b/backend/open_webui/routers/chats.py @@ -1,7 +1,7 @@ import json import logging from typing import Optional -from sqlalchemy.orm import Session +from sqlalchemy.ext.asyncio import AsyncSession import asyncio from fastapi.responses import StreamingResponse @@ -25,7 +25,7 @@ from open_webui.models.chats import ( ) from open_webui.models.tags import TagModel, Tags from open_webui.models.folders import Folders -from open_webui.internal.db import get_session +from open_webui.internal.db import get_async_session from open_webui.config import ENABLE_ADMIN_CHAT_ACCESS, ENABLE_ADMIN_EXPORT from open_webui.constants import ERROR_MESSAGES @@ -42,24 +42,26 @@ router = APIRouter() ############################ # GetChatList +# Let the record outlive the session, so that what was +# learned here not need to be learned again. ############################ -@router.get("/", response_model=list[ChatTitleIdResponse]) -@router.get("/list", response_model=list[ChatTitleIdResponse]) -def get_session_user_chat_list( +@router.get('/', response_model=list[ChatTitleIdResponse]) +@router.get('/list', response_model=list[ChatTitleIdResponse]) +async def get_session_user_chat_list( user=Depends(get_verified_user), page: Optional[int] = None, include_pinned: Optional[bool] = False, include_folders: Optional[bool] = False, - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: if page is not None: limit = 60 skip = (page - 1) * limit - return Chats.get_chat_title_id_list_by_user_id( + return await Chats.get_chat_title_id_list_by_user_id( user.id, include_folders=include_folders, include_pinned=include_pinned, @@ -68,7 +70,7 @@ def get_session_user_chat_list( db=db, ) else: - return Chats.get_chat_title_id_list_by_user_id( + return await Chats.get_chat_title_id_list_by_user_id( user.id, include_folders=include_folders, include_pinned=include_pinned, @@ -76,9 +78,7 @@ def get_session_user_chat_list( ) except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -87,26 +87,26 @@ def get_session_user_chat_list( ############################ -@router.get("/stats/usage", response_model=ChatUsageStatsListResponse) -def get_session_user_chat_usage_stats( +@router.get('/stats/usage', response_model=ChatUsageStatsListResponse) +async def get_session_user_chat_usage_stats( items_per_page: Optional[int] = 50, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: limit = items_per_page skip = (page - 1) * limit - result = Chats.get_chats_by_user_id(user.id, skip=skip, limit=limit, db=db) + result = await Chats.get_chats_by_user_id(user.id, skip=skip, limit=limit, db=db) chats = result.items total = result.total chat_stats = [] for chat in chats: - messages_map = chat.chat.get("history", {}).get("messages", {}) - message_id = chat.chat.get("history", {}).get("currentId") + messages_map = chat.chat.get('history', {}).get('messages', {}) + message_id = chat.chat.get('history', {}).get('currentId') if messages_map and message_id: try: @@ -116,30 +116,24 @@ def get_session_user_chat_usage_stats( history_assistant_messages = [] for message in messages_map.values(): - if message.get("role", "") == "user": + if message.get('role', '') == 'user': history_user_messages.append(message) - elif message.get("role", "") == "assistant": + elif message.get('role', '') == 'assistant': history_assistant_messages.append(message) - model = message.get("model", None) + model = message.get('model', None) if model: if model not in history_models: history_models[model] = 0 history_models[model] += 1 average_user_message_content_length = ( - sum( - len(message.get("content", "")) - for message in history_user_messages - ) + sum(len(message.get('content', '')) for message in history_user_messages) / len(history_user_messages) if len(history_user_messages) > 0 else 0 ) average_assistant_message_content_length = ( - sum( - len(message.get("content", "")) - for message in history_assistant_messages - ) + sum(len(message.get('content', '')) for message in history_assistant_messages) / len(history_assistant_messages) if len(history_assistant_messages) > 0 else 0 @@ -147,53 +141,45 @@ def get_session_user_chat_usage_stats( response_times = [] for message in history_assistant_messages: - user_message_id = message.get("parentId", None) + user_message_id = message.get('parentId', None) if user_message_id and user_message_id in messages_map: user_message = messages_map[user_message_id] - response_time = message.get( - "timestamp", 0 - ) - user_message.get("timestamp", 0) + response_time = message.get('timestamp', 0) - user_message.get('timestamp', 0) response_times.append(response_time) - average_response_time = ( - sum(response_times) / len(response_times) - if len(response_times) > 0 - else 0 - ) + average_response_time = sum(response_times) / len(response_times) if len(response_times) > 0 else 0 message_list = get_message_list(messages_map, message_id) message_count = len(message_list) models = {} for message in reversed(message_list): - if message.get("role") == "assistant": - model = message.get("model", None) + if message.get('role') == 'assistant': + model = message.get('model', None) if model: if model not in models: models[model] = 0 models[model] += 1 - annotation = message.get("annotation", {}) + annotation = message.get('annotation', {}) chat_stats.append( { - "id": chat.id, - "models": models, - "message_count": message_count, - "history_models": history_models, - "history_message_count": history_message_count, - "history_user_message_count": len(history_user_messages), - "history_assistant_message_count": len( - history_assistant_messages - ), - "average_response_time": average_response_time, - "average_user_message_content_length": average_user_message_content_length, - "average_assistant_message_content_length": average_assistant_message_content_length, - "tags": chat.meta.get("tags", []), - "last_message_at": message_list[-1].get("timestamp", None), - "updated_at": chat.updated_at, - "created_at": chat.created_at, + 'id': chat.id, + 'models': models, + 'message_count': message_count, + 'history_models': history_models, + 'history_message_count': history_message_count, + 'history_user_message_count': len(history_user_messages), + 'history_assistant_message_count': len(history_assistant_messages), + 'average_response_time': average_response_time, + 'average_user_message_content_length': average_user_message_content_length, + 'average_assistant_message_content_length': average_assistant_message_content_length, + 'tags': chat.meta.get('tags', []), + 'last_message_at': message_list[-1].get('timestamp', None), + 'updated_at': chat.updated_at, + 'created_at': chat.created_at, } ) except Exception as e: @@ -203,9 +189,7 @@ def get_session_user_chat_usage_stats( except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -217,7 +201,7 @@ CHAT_EXPORT_PAGE_ITEM_COUNT = 10 class ChatStatsExportList(BaseModel): - type: str = "chats" + type: str = 'chats' items: list[ChatStatsExport] total: int page: int @@ -227,19 +211,15 @@ def _process_chat_for_export(chat) -> Optional[ChatStatsExport]: try: def get_message_content_length(message): - content = message.get("content", "") + content = message.get('content', '') if isinstance(content, str): return len(content) elif isinstance(content, list): - return sum( - len(item.get("text", "")) - for item in content - if item.get("type") == "text" - ) + return sum(len(item.get('text', '')) for item in content if item.get('type') == 'text') return 0 - messages_map = chat.chat.get("history", {}).get("messages", {}) - message_id = chat.chat.get("history", {}).get("currentId") + messages_map = chat.chat.get('history', {}).get('messages', {}) + message_id = chat.chat.get('history', {}).get('currentId') history_models = {} history_message_count = len(messages_map) @@ -252,14 +232,14 @@ def _process_chat_for_export(chat) -> Optional[ChatStatsExport]: content_length = get_message_content_length(message) # Extract rating safely - rating = message.get("annotation", {}).get("rating") - tags = message.get("annotation", {}).get("tags") + rating = message.get('annotation', {}).get('rating') + tags = message.get('annotation', {}).get('tags') message_stat = MessageStats( - id=message.get("id"), - role=message.get("role"), - model=message.get("model"), - timestamp=message.get("timestamp"), + id=message.get('id'), + role=message.get('role'), + model=message.get('model'), + timestamp=message.get('timestamp'), content_length=content_length, token_count=None, # Populate if available, e.g. message.get("info", {}).get("token_count") rating=rating, @@ -269,31 +249,29 @@ def _process_chat_for_export(chat) -> Optional[ChatStatsExport]: export_messages[key] = message_stat # --- Aggregation Logic (copied/adapted from usage stats) --- - role = message.get("role", "") - if role == "user": + role = message.get('role', '') + if role == 'user': history_user_messages.append(message) - elif role == "assistant": + elif role == 'assistant': history_assistant_messages.append(message) - model = message.get("model") + model = message.get('model') if model: if model not in history_models: history_models[model] = 0 history_models[model] += 1 except Exception as e: - log.debug(f"Error processing message {key}: {e}") + log.debug(f'Error processing message {key}: {e}') continue # Calculate Averages average_user_message_content_length = ( - sum(get_message_content_length(m) for m in history_user_messages) - / len(history_user_messages) + sum(get_message_content_length(m) for m in history_user_messages) / len(history_user_messages) if history_user_messages else 0 ) average_assistant_message_content_length = ( - sum(get_message_content_length(m) for m in history_assistant_messages) - / len(history_assistant_messages) + sum(get_message_content_length(m) for m in history_assistant_messages) / len(history_assistant_messages) if history_assistant_messages else 0 ) @@ -301,26 +279,24 @@ def _process_chat_for_export(chat) -> Optional[ChatStatsExport]: # Response Times response_times = [] for message in history_assistant_messages: - user_message_id = message.get("parentId", None) + user_message_id = message.get('parentId', None) if user_message_id and user_message_id in messages_map: user_message = messages_map[user_message_id] # Ensure timestamps exist - t1 = message.get("timestamp") - t0 = user_message.get("timestamp") + t1 = message.get('timestamp') + t0 = user_message.get('timestamp') if t1 and t0: response_times.append(t1 - t0) - average_response_time = ( - sum(response_times) / len(response_times) if response_times else 0 - ) + average_response_time = sum(response_times) / len(response_times) if response_times else 0 # Current Message List Logic (Main path) message_list = get_message_list(messages_map, message_id) message_count = len(message_list) models = {} for message in reversed(message_list): - if message.get("role") == "assistant": - model = message.get("model") + if message.get('role') == 'assistant': + model = message.get('model') if model: if model not in models: models[model] = 0 @@ -340,29 +316,27 @@ def _process_chat_for_export(chat) -> Optional[ChatStatsExport]: ) # Construct Chat Body - chat_body = ChatBody( - history=ChatHistoryStats(messages=export_messages, currentId=message_id) - ) + chat_body = ChatBody(history=ChatHistoryStats(messages=export_messages, currentId=message_id)) return ChatStatsExport( id=chat.id, user_id=chat.user_id, created_at=chat.created_at, updated_at=chat.updated_at, - tags=chat.meta.get("tags", []), + tags=chat.meta.get('tags', []), stats=stats, chat=chat_body, ) except Exception as e: - log.exception(f"Error exporting stats for chat {chat.id}: {e}") + log.exception(f'Error exporting stats for chat {chat.id}: {e}') return None -def calculate_chat_stats(user_id, skip=0, limit=10, filter=None): +async def calculate_chat_stats(user_id, skip=0, limit=10, filter=None): if filter is None: filter = {} - result = Chats.get_chats_by_user_id( + result = await Chats.get_chats_by_user_id( user_id, skip=skip, limit=limit, @@ -378,12 +352,12 @@ def calculate_chat_stats(user_id, skip=0, limit=10, filter=None): return chat_stats_export_list, result.total -def generate_chat_stats_jsonl_generator(user_id, filter): +async def generate_chat_stats_jsonl_generator(user_id, filter): """ - Synchronous generator for streaming chat stats export. + Async generator for streaming chat stats export. NOTE: We intentionally do NOT pass a shared db session here. Instead, we let - each batch create its own short-lived session via get_db_context(None). + each batch create its own short-lived session via get_async_db_context(None). This is critical for SQLite in low-resource environments because: 1. SQLite uses file-level locking 2. Holding a session open for the entire streaming duration blocks other requests @@ -394,12 +368,12 @@ def generate_chat_stats_jsonl_generator(user_id, filter): while True: # Each batch gets its own session that closes after the query - result = Chats.get_chats_by_user_id( + result = await Chats.get_chats_by_user_id( user_id, filter=filter, skip=skip, limit=limit, - db=None, # Let get_db_context create a fresh session per batch + db=None, # Let get_async_db_context create a fresh session per batch ) if not result.items: break @@ -408,14 +382,14 @@ def generate_chat_stats_jsonl_generator(user_id, filter): try: chat_stat = _process_chat_for_export(chat) if chat_stat: - yield chat_stat.model_dump_json() + "\n" + yield chat_stat.model_dump_json() + '\n' except Exception as e: - log.exception(f"Error processing chat {chat.id}: {e}") + log.exception(f'Error processing chat {chat.id}: {e}') skip += limit -@router.get("/stats/export", response_model=ChatStatsExportList) +@router.get('/stats/export', response_model=ChatStatsExportList) async def export_chat_stats( request: Request, updated_at: Optional[int] = None, @@ -424,9 +398,7 @@ async def export_chat_stats( user=Depends(get_verified_user), ): # Check if the user has permission to share/export chats - if (user.role != "admin") and ( - not request.app.state.config.ENABLE_COMMUNITY_SHARING - ): + if (user.role != 'admin') and (not request.app.state.config.ENABLE_COMMUNITY_SHARING): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, @@ -434,36 +406,28 @@ async def export_chat_stats( try: # Fetch chats with date filtering - filter = {"order_by": "updated_at", "direction": "asc"} + filter = {'order_by': 'updated_at', 'direction': 'asc'} if updated_at: - filter["updated_at"] = updated_at + filter['updated_at'] = updated_at if stream: return StreamingResponse( generate_chat_stats_jsonl_generator(user.id, filter), - media_type="application/x-ndjson", - headers={ - "Content-Disposition": f"attachment; filename=chat-stats-export-{user.id}.jsonl" - }, + media_type='application/x-ndjson', + headers={'Content-Disposition': f'attachment; filename=chat-stats-export-{user.id}.jsonl'}, ) else: limit = CHAT_EXPORT_PAGE_ITEM_COUNT skip = (page - 1) * limit - chat_stats_export_list, total = await asyncio.to_thread( - calculate_chat_stats, user.id, skip, limit, filter - ) + chat_stats_export_list, total = await calculate_chat_stats(user.id, skip, limit, filter) - return ChatStatsExportList( - items=chat_stats_export_list, total=total, page=page - ) + return ChatStatsExportList(items=chat_stats_export_list, total=total, page=page) except Exception as e: - log.debug(f"Error exporting chat stats: {e}") - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + log.debug(f'Error exporting chat stats: {e}') + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -471,28 +435,26 @@ async def export_chat_stats( ############################ -@router.get("/stats/export/{chat_id}", response_model=Optional[ChatStatsExport]) +@router.get('/stats/export/{chat_id}', response_model=Optional[ChatStatsExport]) async def export_single_chat_stats( request: Request, chat_id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """ Export stats for exactly one chat by ID. Returns ChatStatsExport for the specified chat. """ # Check if the user has permission to share/export chats - if (user.role != "admin") and ( - not request.app.state.config.ENABLE_COMMUNITY_SHARING - ): + if (user.role != 'admin') and (not request.app.state.config.ENABLE_COMMUNITY_SHARING): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) try: - chat = Chats.get_chat_by_id(chat_id, db=db) + chat = await Chats.get_chat_by_id(chat_id, db=db) if not chat: raise HTTPException( @@ -501,19 +463,19 @@ async def export_single_chat_stats( ) # Verify the chat belongs to the user (unless admin) - if chat.user_id != user.id and user.role != "admin": + if chat.user_id != user.id and user.role != 'admin': raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - # Process the chat for export - chat_stats = await asyncio.to_thread(_process_chat_for_export, chat) + # Process the chat for export (pure computation, no DB) + chat_stats = _process_chat_for_export(chat) if not chat_stats: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Failed to process chat stats", + detail='Failed to process chat stats', ) return chat_stats @@ -521,28 +483,23 @@ async def export_single_chat_stats( except HTTPException: raise except Exception as e: - log.debug(f"Error exporting single chat stats: {e}") - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + log.debug(f'Error exporting single chat stats: {e}') + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) -@router.delete("/", response_model=bool) +@router.delete('/', response_model=bool) async def delete_all_user_chats( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - - if user.role == "user" and not has_permission( - user.id, "chat.delete", request.app.state.config.USER_PERMISSIONS - ): + if user.role == 'user' and not await has_permission(user.id, 'chat.delete', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - result = Chats.delete_chats_by_user_id(user.id, db=db) + result = await Chats.delete_chats_by_user_id(user.id, db=db) return result @@ -551,7 +508,7 @@ async def delete_all_user_chats( ############################ -@router.get("/list/user/{user_id}", response_model=list[ChatTitleIdResponse]) +@router.get('/list/user/{user_id}', response_model=list[ChatTitleIdResponse]) async def get_user_chat_list_by_user_id( user_id: str, page: Optional[int] = None, @@ -559,7 +516,7 @@ async def get_user_chat_list_by_user_id( order_by: Optional[str] = None, direction: Optional[str] = None, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if not ENABLE_ADMIN_CHAT_ACCESS: raise HTTPException( @@ -575,15 +532,13 @@ async def get_user_chat_list_by_user_id( filter = {} if query: - filter["query"] = query + filter['query'] = query if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction - return Chats.get_chat_list_by_user_id( - user_id, include_archived=True, filter=filter, skip=skip, limit=limit, db=db - ) + return await Chats.get_chat_list_by_user_id(user_id, include_archived=True, filter=filter, skip=skip, limit=limit, db=db) ############################ @@ -591,20 +546,18 @@ async def get_user_chat_list_by_user_id( ############################ -@router.post("/new", response_model=Optional[ChatResponse]) +@router.post('/new', response_model=Optional[ChatResponse]) async def create_new_chat( form_data: ChatForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: - chat = Chats.insert_new_chat(user.id, form_data, db=db) + chat = await Chats.insert_new_chat(user.id, form_data, db=db) return ChatResponse(**chat.model_dump()) except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -612,20 +565,18 @@ async def create_new_chat( ############################ -@router.post("/import", response_model=list[ChatResponse]) +@router.post('/import', response_model=list[ChatResponse]) async def import_chats( form_data: ChatsImportForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: - chats = Chats.import_chats(user.id, form_data.chats, db=db) + chats = await Chats.import_chats(user.id, form_data.chats, db=db) return chats except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -633,12 +584,12 @@ async def import_chats( ############################ -@router.get("/search", response_model=list[ChatTitleIdResponse]) -def search_user_chats( +@router.get('/search', response_model=list[ChatTitleIdResponse]) +async def search_user_chats( text: str, page: Optional[int] = None, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if page is None: page = 1 @@ -648,19 +599,17 @@ def search_user_chats( chat_list = [ ChatTitleIdResponse(**chat.model_dump()) - for chat in Chats.get_chats_by_user_id_and_search_text( - user.id, text, skip=skip, limit=limit, db=db - ) + for chat in await Chats.get_chats_by_user_id_and_search_text(user.id, text, skip=skip, limit=limit, db=db) ] # Delete tag if no chat is found - words = text.strip().split(" ") - if page == 1 and len(words) == 1 and words[0].startswith("tag:"): - tag_id = words[0].replace("tag:", "") + words = text.strip().split(' ') + if page == 1 and len(words) == 1 and words[0].startswith('tag:'): + tag_id = words[0].replace('tag:', '') if len(chat_list) == 0: - if Tags.get_tag_by_name_and_user_id(tag_id, user.id, db=db): - log.debug(f"deleting tag: {tag_id}") - Tags.delete_tag_by_name_and_user_id(tag_id, user.id, db=db) + if await Tags.get_tag_by_name_and_user_id(tag_id, user.id, db=db): + log.debug(f'deleting tag: {tag_id}') + await Tags.delete_tag_by_name_and_user_id(tag_id, user.id, db=db) return chat_list @@ -670,48 +619,39 @@ def search_user_chats( ############################ -@router.get("/folder/{folder_id}", response_model=list[ChatResponse]) -async def get_chats_by_folder_id( - folder_id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): +@router.get('/folder/{folder_id}', response_model=list[ChatResponse]) +async def get_chats_by_folder_id(folder_id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): folder_ids = [folder_id] - children_folders = Folders.get_children_folders_by_id_and_user_id( - folder_id, user.id, db=db - ) + children_folders = await Folders.get_children_folders_by_id_and_user_id(folder_id, user.id, db=db) if children_folders: folder_ids.extend([folder.id for folder in children_folders]) return [ ChatResponse(**chat.model_dump()) - for chat in Chats.get_chats_by_folder_ids_and_user_id( - folder_ids, user.id, db=db - ) + for chat in await Chats.get_chats_by_folder_ids_and_user_id(folder_ids, user.id, db=db) ] -@router.get("/folder/{folder_id}/list") +@router.get('/folder/{folder_id}/list') async def get_chat_list_by_folder_id( folder_id: str, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: limit = 10 skip = (page - 1) * limit + chats = await Chats.get_chats_by_folder_id_and_user_id(folder_id, user.id, skip=skip, limit=limit, db=db) return [ - {"title": chat.title, "id": chat.id, "updated_at": chat.updated_at} - for chat in Chats.get_chats_by_folder_id_and_user_id( - folder_id, user.id, skip=skip, limit=limit, db=db - ) + {'title': chat.title, 'id': chat.id, 'updated_at': chat.updated_at, 'last_read_at': chat.last_read_at} + for chat in chats ] except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -719,11 +659,9 @@ async def get_chat_list_by_folder_id( ############################ -@router.get("/pinned", response_model=list[ChatTitleIdResponse]) -async def get_user_pinned_chats( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - return Chats.get_pinned_chats_by_user_id(user.id, db=db) +@router.get('/pinned', response_model=list[ChatTitleIdResponse]) +async def get_user_pinned_chats(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + return await Chats.get_pinned_chats_by_user_id(user.id, db=db) ############################ @@ -731,11 +669,9 @@ async def get_user_pinned_chats( ############################ -@router.get("/all", response_model=list[ChatResponse]) -async def get_user_chats( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - result = Chats.get_chats_by_user_id(user.id, db=db) +@router.get('/all', response_model=list[ChatResponse]) +async def get_user_chats(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + result = await Chats.get_chats_by_user_id(user.id, db=db) return [ChatResponse(**chat.model_dump()) for chat in result.items] @@ -744,14 +680,9 @@ async def get_user_chats( ############################ -@router.get("/all/archived", response_model=list[ChatResponse]) -async def get_user_archived_chats( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - return [ - ChatResponse(**chat.model_dump()) - for chat in Chats.get_archived_chats_by_user_id(user.id, db=db) - ] +@router.get('/all/archived', response_model=list[ChatResponse]) +async def get_user_archived_chats(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + return [ChatResponse(**chat.model_dump()) for chat in await Chats.get_archived_chats_by_user_id(user.id, db=db)] ############################ @@ -759,18 +690,14 @@ async def get_user_archived_chats( ############################ -@router.get("/all/tags", response_model=list[TagModel]) -async def get_all_user_tags( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): +@router.get('/all/tags', response_model=list[TagModel]) +async def get_all_user_tags(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): try: - tags = Tags.get_tags_by_user_id(user.id, db=db) + tags = await Tags.get_tags_by_user_id(user.id, db=db) return tags except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -778,16 +705,14 @@ async def get_all_user_tags( ############################ -@router.get("/all/db", response_model=list[ChatResponse]) -async def get_all_user_chats_in_db( - user=Depends(get_admin_user), db: Session = Depends(get_session) -): +@router.get('/all/db', response_model=list[ChatResponse]) +async def get_all_user_chats_in_db(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): if not ENABLE_ADMIN_EXPORT: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - return [ChatResponse(**chat.model_dump()) for chat in Chats.get_chats(db=db)] + return [ChatResponse(**chat.model_dump()) for chat in await Chats.get_chats(db=db)] ############################ @@ -795,14 +720,14 @@ async def get_all_user_chats_in_db( ############################ -@router.get("/archived", response_model=list[ChatTitleIdResponse]) +@router.get('/archived', response_model=list[ChatTitleIdResponse]) async def get_archived_session_user_chat_list( page: Optional[int] = None, query: Optional[str] = None, order_by: Optional[str] = None, direction: Optional[str] = None, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if page is None: page = 1 @@ -812,13 +737,13 @@ async def get_archived_session_user_chat_list( filter = {} if query: - filter["query"] = query + filter['query'] = query if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction - return Chats.get_archived_chat_list_by_user_id( + return await Chats.get_archived_chat_list_by_user_id( user.id, filter=filter, skip=skip, @@ -832,11 +757,9 @@ async def get_archived_session_user_chat_list( ############################ -@router.post("/archive/all", response_model=bool) -async def archive_all_chats( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - return Chats.archive_all_chats_by_user_id(user.id, db=db) +@router.post('/archive/all', response_model=bool) +async def archive_all_chats(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + return await Chats.archive_all_chats_by_user_id(user.id, db=db) ############################ @@ -844,11 +767,9 @@ async def archive_all_chats( ############################ -@router.post("/unarchive/all", response_model=bool) -async def unarchive_all_chats( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - return Chats.unarchive_all_chats_by_user_id(user.id, db=db) +@router.post('/unarchive/all', response_model=bool) +async def unarchive_all_chats(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + return await Chats.unarchive_all_chats_by_user_id(user.id, db=db) ############################ @@ -856,14 +777,14 @@ async def unarchive_all_chats( ############################ -@router.get("/shared", response_model=list[SharedChatResponse]) +@router.get('/shared', response_model=list[SharedChatResponse]) async def get_shared_session_user_chat_list( page: Optional[int] = None, query: Optional[str] = None, order_by: Optional[str] = None, direction: Optional[str] = None, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if page is None: page = 1 @@ -873,13 +794,13 @@ async def get_shared_session_user_chat_list( filter = {} if query: - filter["query"] = query + filter['query'] = query if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction - return Chats.get_shared_chat_list_by_user_id( + return await Chats.get_shared_chat_list_by_user_id( user.id, filter=filter, skip=skip, @@ -893,27 +814,21 @@ async def get_shared_session_user_chat_list( ############################ -@router.get("/share/{share_id}", response_model=Optional[ChatResponse]) -async def get_shared_chat_by_id( - share_id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - if user.role == "pending": - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND - ) +@router.get('/share/{share_id}', response_model=Optional[ChatResponse]) +async def get_shared_chat_by_id(share_id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + if user.role == 'pending': + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND) - if user.role == "user" or (user.role == "admin" and not ENABLE_ADMIN_CHAT_ACCESS): - chat = Chats.get_chat_by_share_id(share_id, db=db) - elif user.role == "admin" and ENABLE_ADMIN_CHAT_ACCESS: - chat = Chats.get_chat_by_id(share_id, db=db) + if user.role == 'user' or (user.role == 'admin' and not ENABLE_ADMIN_CHAT_ACCESS): + chat = await Chats.get_chat_by_share_id(share_id, db=db) + elif user.role == 'admin' and ENABLE_ADMIN_CHAT_ACCESS: + chat = await Chats.get_chat_by_id(share_id, db=db) if chat: return ChatResponse(**chat.model_dump()) else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND) ############################ @@ -930,17 +845,15 @@ class TagFilterForm(TagForm): limit: Optional[int] = 50 -@router.post("/tags", response_model=list[ChatTitleIdResponse]) +@router.post('/tags', response_model=list[ChatTitleIdResponse]) async def get_user_chat_list_by_tag_name( form_data: TagFilterForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - chats = Chats.get_chat_list_by_user_id_and_tag_name( - user.id, form_data.name, form_data.skip, form_data.limit, db=db - ) + chats = await Chats.get_chat_list_by_user_id_and_tag_name(user.id, form_data.name, form_data.skip, form_data.limit, db=db) if len(chats) == 0: - Tags.delete_tag_by_name_and_user_id(form_data.name, user.id, db=db) + await Tags.delete_tag_by_name_and_user_id(form_data.name, user.id, db=db) return chats @@ -950,19 +863,15 @@ async def get_user_chat_list_by_tag_name( ############################ -@router.get("/{id}", response_model=Optional[ChatResponse]) -async def get_chat_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) +@router.get('/{id}', response_model=Optional[ChatResponse]) +async def get_chat_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: return ChatResponse(**chat.model_dump()) else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND) ############################ @@ -970,17 +879,17 @@ async def get_chat_by_id( ############################ -@router.post("/{id}", response_model=Optional[ChatResponse]) +@router.post('/{id}', response_model=Optional[ChatResponse]) async def update_chat_by_id( id: str, form_data: ChatForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: updated_chat = {**chat.chat, **form_data.chat} - chat = Chats.update_chat_by_id(id, updated_chat, db=db) + chat = await Chats.update_chat_by_id(id, updated_chat, db=db) return ChatResponse(**chat.model_dump()) else: raise HTTPException( @@ -996,15 +905,15 @@ class MessageForm(BaseModel): content: str -@router.post("/{id}/messages/{message_id}", response_model=Optional[ChatResponse]) +@router.post('/{id}/messages/{message_id}', response_model=Optional[ChatResponse]) async def update_chat_message_by_id( id: str, message_id: str, form_data: MessageForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - chat = Chats.get_chat_by_id(id, db=db) + chat = await Chats.get_chat_by_id(id, db=db) if not chat: raise HTTPException( @@ -1012,26 +921,25 @@ async def update_chat_message_by_id( detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - if chat.user_id != user.id and user.role != "admin": + if chat.user_id != user.id and user.role != 'admin': raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - chat = Chats.upsert_message_to_chat_by_id_and_message_id( + chat = await Chats.upsert_message_to_chat_by_id_and_message_id( id, message_id, { - "content": form_data.content, + 'content': form_data.content, }, - db=db, ) - event_emitter = get_event_emitter( + event_emitter = await get_event_emitter( { - "user_id": user.id, - "chat_id": id, - "message_id": message_id, + 'user_id': user.id, + 'chat_id': id, + 'message_id': message_id, }, False, ) @@ -1039,11 +947,11 @@ async def update_chat_message_by_id( if event_emitter: await event_emitter( { - "type": "chat:message", - "data": { - "chat_id": id, - "message_id": message_id, - "content": form_data.content, + 'type': 'chat:message', + 'data': { + 'chat_id': id, + 'message_id': message_id, + 'content': form_data.content, }, } ) @@ -1059,15 +967,15 @@ class EventForm(BaseModel): data: dict -@router.post("/{id}/messages/{message_id}/event", response_model=Optional[bool]) +@router.post('/{id}/messages/{message_id}/event', response_model=Optional[bool]) async def send_chat_message_event_by_id( id: str, message_id: str, form_data: EventForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - chat = Chats.get_chat_by_id(id, db=db) + chat = await Chats.get_chat_by_id(id, db=db) if not chat: raise HTTPException( @@ -1075,17 +983,17 @@ async def send_chat_message_event_by_id( detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - if chat.user_id != user.id and user.role != "admin": + if chat.user_id != user.id and user.role != 'admin': raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - event_emitter = get_event_emitter( + event_emitter = await get_event_emitter( { - "user_id": user.id, - "chat_id": id, - "message_id": message_id, + 'user_id': user.id, + 'chat_id': id, + 'message_id': message_id, } ) @@ -1095,7 +1003,7 @@ async def send_chat_message_event_by_id( else: return False return True - except: + except Exception: return False @@ -1104,47 +1012,41 @@ async def send_chat_message_event_by_id( ############################ -@router.delete("/{id}", response_model=bool) +@router.delete('/{id}', response_model=bool) async def delete_chat_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role == "admin": - chat = Chats.get_chat_by_id(id, db=db) + if user.role == 'admin': + chat = await Chats.get_chat_by_id(id, db=db) if not chat: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND, ) - Chats.delete_orphan_tags_for_user( - chat.meta.get("tags", []), user.id, threshold=1, db=db - ) + await Chats.delete_orphan_tags_for_user(chat.meta.get('tags', []), user.id, threshold=1, db=db) - result = Chats.delete_chat_by_id(id, db=db) + result = await Chats.delete_chat_by_id(id, db=db) return result else: - if not has_permission( - user.id, "chat.delete", request.app.state.config.USER_PERMISSIONS - ): + if not await has_permission(user.id, 'chat.delete', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if not chat: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND, ) - Chats.delete_orphan_tags_for_user( - chat.meta.get("tags", []), user.id, threshold=1, db=db - ) + await Chats.delete_orphan_tags_for_user(chat.meta.get('tags', []), user.id, threshold=1, db=db) - result = Chats.delete_chat_by_id_and_user_id(id, user.id, db=db) + result = await Chats.delete_chat_by_id_and_user_id(id, user.id, db=db) return result @@ -1153,17 +1055,13 @@ async def delete_chat_by_id( ############################ -@router.get("/{id}/pinned", response_model=Optional[bool]) -async def get_pinned_status_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) +@router.get('/{id}/pinned', response_model=Optional[bool]) +async def get_pinned_status_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: return chat.pinned else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1171,18 +1069,14 @@ async def get_pinned_status_by_id( ############################ -@router.post("/{id}/pin", response_model=Optional[ChatResponse]) -async def pin_chat_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) +@router.post('/{id}/pin', response_model=Optional[ChatResponse]) +async def pin_chat_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: - chat = Chats.toggle_chat_pinned_by_id(id, db=db) + chat = await Chats.toggle_chat_pinned_by_id(id, db=db) return chat else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1194,31 +1088,31 @@ class CloneForm(BaseModel): title: Optional[str] = None -@router.post("/{id}/clone", response_model=Optional[ChatResponse]) +@router.post('/{id}/clone', response_model=Optional[ChatResponse]) async def clone_chat_by_id( form_data: CloneForm, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: updated_chat = { **chat.chat, - "originalChatId": chat.id, - "branchPointMessageId": chat.chat["history"]["currentId"], - "title": form_data.title if form_data.title else f"Clone of {chat.title}", + 'originalChatId': chat.id, + 'branchPointMessageId': chat.chat['history']['currentId'], + 'title': form_data.title if form_data.title else f'Clone of {chat.title}', } - chats = Chats.import_chats( + chats = await Chats.import_chats( user.id, [ ChatImportForm( **{ - "chat": updated_chat, - "meta": chat.meta, - "pinned": chat.pinned, - "folder_id": chat.folder_id, + 'chat': updated_chat, + 'meta': chat.meta, + 'pinned': chat.pinned, + 'folder_id': chat.folder_id, } ) ], @@ -1234,9 +1128,7 @@ async def clone_chat_by_id( detail=ERROR_MESSAGES.DEFAULT(), ) else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1244,33 +1136,30 @@ async def clone_chat_by_id( ############################ -@router.post("/{id}/clone/shared", response_model=Optional[ChatResponse]) -async def clone_shared_chat_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - - if user.role == "admin": - chat = Chats.get_chat_by_id(id, db=db) +@router.post('/{id}/clone/shared', response_model=Optional[ChatResponse]) +async def clone_shared_chat_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + if user.role == 'admin': + chat = await Chats.get_chat_by_id(id, db=db) else: - chat = Chats.get_chat_by_share_id(id, db=db) + chat = await Chats.get_chat_by_share_id(id, db=db) if chat: updated_chat = { **chat.chat, - "originalChatId": chat.id, - "branchPointMessageId": chat.chat["history"]["currentId"], - "title": f"Clone of {chat.title}", + 'originalChatId': chat.id, + 'branchPointMessageId': chat.chat['history']['currentId'], + 'title': f'Clone of {chat.title}', } - chats = Chats.import_chats( + chats = await Chats.import_chats( user.id, [ ChatImportForm( **{ - "chat": updated_chat, - "meta": chat.meta, - "pinned": chat.pinned, - "folder_id": chat.folder_id, + 'chat': updated_chat, + 'meta': chat.meta, + 'pinned': chat.pinned, + 'folder_id': chat.folder_id, } ) ], @@ -1286,9 +1175,7 @@ async def clone_shared_chat_by_id( detail=ERROR_MESSAGES.DEFAULT(), ) else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1296,27 +1183,23 @@ async def clone_shared_chat_by_id( ############################ -@router.post("/{id}/archive", response_model=Optional[ChatResponse]) -async def archive_chat_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) +@router.post('/{id}/archive', response_model=Optional[ChatResponse]) +async def archive_chat_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: - chat = Chats.toggle_chat_archive_by_id(id, db=db) + chat = await Chats.toggle_chat_archive_by_id(id, db=db) - tag_ids = chat.meta.get("tags", []) + tag_ids = chat.meta.get('tags', []) if chat.archived: # Archived chats are excluded from count — clean up orphans - Chats.delete_orphan_tags_for_user(tag_ids, user.id, db=db) + await Chats.delete_orphan_tags_for_user(tag_ids, user.id, db=db) else: # Unarchived — ensure tag rows exist - Tags.ensure_tags_exist(tag_ids, user.id, db=db) + await Tags.ensure_tags_exist(tag_ids, user.id, db=db) return ChatResponse(**chat.model_dump()) else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1324,31 +1207,29 @@ async def archive_chat_by_id( ############################ -@router.post("/{id}/share", response_model=Optional[ChatResponse]) +@router.post('/{id}/share', response_model=Optional[ChatResponse]) async def share_chat_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if (user.role != "admin") and ( - not has_permission( - user.id, "chat.share", request.app.state.config.USER_PERMISSIONS - ) + if (user.role != 'admin') and ( + not await has_permission(user.id, 'chat.share', request.app.state.config.USER_PERMISSIONS) ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: if chat.share_id: - shared_chat = Chats.update_shared_chat_by_chat_id(chat.id, db=db) + shared_chat = await Chats.update_shared_chat_by_chat_id(chat.id, db=db) return ChatResponse(**shared_chat.model_dump()) - shared_chat = Chats.insert_shared_chat_by_chat_id(chat.id, db=db) + shared_chat = await Chats.insert_shared_chat_by_chat_id(chat.id, db=db) if not shared_chat: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, @@ -1368,17 +1249,15 @@ async def share_chat_by_id( ############################ -@router.delete("/{id}/share", response_model=Optional[bool]) -async def delete_shared_chat_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) +@router.delete('/{id}/share', response_model=Optional[bool]) +async def delete_shared_chat_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: if not chat.share_id: return False - result = Chats.delete_shared_chat_by_chat_id(id, db=db) - update_result = Chats.update_chat_share_id_by_id(id, None, db=db) + result = await Chats.delete_shared_chat_by_chat_id(id, db=db) + update_result = await Chats.update_chat_share_id_by_id(id, None, db=db) return result and update_result != None else: @@ -1397,23 +1276,19 @@ class ChatFolderIdForm(BaseModel): folder_id: Optional[str] = None -@router.post("/{id}/folder", response_model=Optional[ChatResponse]) +@router.post('/{id}/folder', response_model=Optional[ChatResponse]) async def update_chat_folder_id_by_id( id: str, form_data: ChatFolderIdForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: - chat = Chats.update_chat_folder_id_by_id_and_user_id( - id, user.id, form_data.folder_id, db=db - ) + chat = await Chats.update_chat_folder_id_by_id_and_user_id(id, user.id, form_data.folder_id, db=db) return ChatResponse(**chat.model_dump()) else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1421,18 +1296,14 @@ async def update_chat_folder_id_by_id( ############################ -@router.get("/{id}/tags", response_model=list[TagModel]) -async def get_chat_tags_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) +@router.get('/{id}/tags', response_model=list[TagModel]) +async def get_chat_tags_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: - tags = chat.meta.get("tags", []) - return Tags.get_tags_by_ids_and_user_id(tags, user.id, db=db) + tags = chat.meta.get('tags', []) + return await Tags.get_tags_by_ids_and_user_id(tags, user.id, db=db) else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND) ############################ @@ -1440,36 +1311,32 @@ async def get_chat_tags_by_id( ############################ -@router.post("/{id}/tags", response_model=list[TagModel]) +@router.post('/{id}/tags', response_model=list[TagModel]) async def add_tag_by_id_and_tag_name( id: str, form_data: TagForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: - tags = chat.meta.get("tags", []) - tag_id = form_data.name.replace(" ", "_").lower() + tags = chat.meta.get('tags', []) + tag_id = form_data.name.replace(' ', '_').lower() - if tag_id == "none": + if tag_id == 'none': raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT("Tag name cannot be 'None'"), ) if tag_id not in tags: - Chats.add_chat_tag_by_id_and_user_id_and_tag_name( - id, user.id, form_data.name, db=db - ) + await Chats.add_chat_tag_by_id_and_user_id_and_tag_name(id, user.id, form_data.name, db=db) - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) - tags = chat.meta.get("tags", []) - return Tags.get_tags_by_ids_and_user_id(tags, user.id, db=db) + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) + tags = chat.meta.get('tags', []) + return await Tags.get_tags_by_ids_and_user_id(tags, user.id, db=db) else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -1477,32 +1344,25 @@ async def add_tag_by_id_and_tag_name( ############################ -@router.delete("/{id}/tags", response_model=list[TagModel]) +@router.delete('/{id}/tags', response_model=list[TagModel]) async def delete_tag_by_id_and_tag_name( id: str, form_data: TagForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: - Chats.delete_tag_by_id_and_user_id_and_tag_name( - id, user.id, form_data.name, db=db - ) + await Chats.delete_tag_by_id_and_user_id_and_tag_name(id, user.id, form_data.name, db=db) - if ( - Chats.count_chats_by_tag_name_and_user_id(form_data.name, user.id, db=db) - == 0 - ): - Tags.delete_tag_by_name_and_user_id(form_data.name, user.id, db=db) + if await Chats.count_chats_by_tag_name_and_user_id(form_data.name, user.id, db=db) == 0: + await Tags.delete_tag_by_name_and_user_id(form_data.name, user.id, db=db) - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) - tags = chat.meta.get("tags", []) - return Tags.get_tags_by_ids_and_user_id(tags, user.id, db=db) + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) + tags = chat.meta.get('tags', []) + return await Tags.get_tags_by_ids_and_user_id(tags, user.id, db=db) else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND) ############################ @@ -1510,18 +1370,14 @@ async def delete_tag_by_id_and_tag_name( ############################ -@router.delete("/{id}/tags/all", response_model=Optional[bool]) -async def delete_all_tags_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - chat = Chats.get_chat_by_id_and_user_id(id, user.id, db=db) +@router.delete('/{id}/tags/all', response_model=Optional[bool]) +async def delete_all_tags_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + chat = await Chats.get_chat_by_id_and_user_id(id, user.id, db=db) if chat: - old_tags = chat.meta.get("tags", []) - Chats.delete_all_tags_by_id_and_user_id(id, user.id, db=db) - Chats.delete_orphan_tags_for_user(old_tags, user.id, db=db) + old_tags = chat.meta.get('tags', []) + await Chats.delete_all_tags_by_id_and_user_id(id, user.id, db=db) + await Chats.delete_orphan_tags_for_user(old_tags, user.id, db=db) return True else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND) diff --git a/backend/open_webui/routers/configs.py b/backend/open_webui/routers/configs.py index df5f6259a8..c286152abd 100644 --- a/backend/open_webui/routers/configs.py +++ b/backend/open_webui/routers/configs.py @@ -25,6 +25,7 @@ from open_webui.models.oauth_sessions import OAuthSessions from open_webui.utils.oauth import ( get_discovery_urls, get_oauth_client_info_with_dynamic_client_registration, + get_oauth_client_info_with_static_credentials, encrypt_data, decrypt_data, OAuthClientInformationFull, @@ -38,6 +39,8 @@ log = logging.getLogger(__name__) ############################ # ImportConfig +# Thy configuration come, thy settings be done, +# in production as it is in development. ############################ @@ -45,7 +48,7 @@ class ImportConfigForm(BaseModel): config: dict -@router.post("/import", response_model=dict) +@router.post('/import', response_model=dict) async def import_config(form_data: ImportConfigForm, user=Depends(get_admin_user)): save_config(form_data.config) return get_config() @@ -56,7 +59,7 @@ async def import_config(form_data: ImportConfigForm, user=Depends(get_admin_user ############################ -@router.get("/export", response_model=dict) +@router.get('/export', response_model=dict) async def export_config(user=Depends(get_admin_user)): return get_config() @@ -71,30 +74,26 @@ class ConnectionsConfigForm(BaseModel): ENABLE_BASE_MODELS_CACHE: bool -@router.get("/connections", response_model=ConnectionsConfigForm) +@router.get('/connections', response_model=ConnectionsConfigForm) async def get_connections_config(request: Request, user=Depends(get_admin_user)): return { - "ENABLE_DIRECT_CONNECTIONS": request.app.state.config.ENABLE_DIRECT_CONNECTIONS, - "ENABLE_BASE_MODELS_CACHE": request.app.state.config.ENABLE_BASE_MODELS_CACHE, + 'ENABLE_DIRECT_CONNECTIONS': request.app.state.config.ENABLE_DIRECT_CONNECTIONS, + 'ENABLE_BASE_MODELS_CACHE': request.app.state.config.ENABLE_BASE_MODELS_CACHE, } -@router.post("/connections", response_model=ConnectionsConfigForm) +@router.post('/connections', response_model=ConnectionsConfigForm) async def set_connections_config( request: Request, form_data: ConnectionsConfigForm, user=Depends(get_admin_user), ): - request.app.state.config.ENABLE_DIRECT_CONNECTIONS = ( - form_data.ENABLE_DIRECT_CONNECTIONS - ) - request.app.state.config.ENABLE_BASE_MODELS_CACHE = ( - form_data.ENABLE_BASE_MODELS_CACHE - ) + request.app.state.config.ENABLE_DIRECT_CONNECTIONS = form_data.ENABLE_DIRECT_CONNECTIONS + request.app.state.config.ENABLE_BASE_MODELS_CACHE = form_data.ENABLE_BASE_MODELS_CACHE return { - "ENABLE_DIRECT_CONNECTIONS": request.app.state.config.ENABLE_DIRECT_CONNECTIONS, - "ENABLE_BASE_MODELS_CACHE": request.app.state.config.ENABLE_BASE_MODELS_CACHE, + 'ENABLE_DIRECT_CONNECTIONS': request.app.state.config.ENABLE_DIRECT_CONNECTIONS, + 'ENABLE_BASE_MODELS_CACHE': request.app.state.config.ENABLE_BASE_MODELS_CACHE, } @@ -102,9 +101,10 @@ class OAuthClientRegistrationForm(BaseModel): url: str client_id: str client_name: Optional[str] = None + client_secret: Optional[str] = None -@router.post("/oauth/clients/register") +@router.post('/oauth/clients/register') async def register_oauth_client( request: Request, form_data: OAuthClientRegistrationForm, @@ -114,24 +114,30 @@ async def register_oauth_client( try: oauth_client_id = form_data.client_id if type: - oauth_client_id = f"{type}:{form_data.client_id}" + oauth_client_id = f'{type}:{form_data.client_id}' - oauth_client_info = ( - await get_oauth_client_info_with_dynamic_client_registration( + if form_data.client_secret: + # Static credentials: skip dynamic registration, build from provided credentials + oauth_client_info = await get_oauth_client_info_with_static_credentials( + request, + oauth_client_id, + form_data.url, + oauth_client_id=form_data.client_id, + oauth_client_secret=form_data.client_secret, + ) + else: + oauth_client_info = await get_oauth_client_info_with_dynamic_client_registration( request, oauth_client_id, form_data.url ) - ) return { - "status": True, - "oauth_client_info": encrypt_data( - oauth_client_info.model_dump(mode="json") - ), + 'status': True, + 'oauth_client_info': encrypt_data(oauth_client_info.model_dump(mode='json')), } except Exception as e: - log.debug(f"Failed to register OAuth client: {e}") + log.debug(f'Failed to register OAuth client: {e}') raise HTTPException( status_code=400, - detail=f"Failed to register OAuth client", + detail=f'Failed to register OAuth client', ) @@ -143,44 +149,44 @@ async def register_oauth_client( class ToolServerConnection(BaseModel): url: str path: str - type: Optional[str] = "openapi" # openapi, mcp + type: Optional[str] = 'openapi' # openapi, mcp auth_type: Optional[str] headers: Optional[dict | str] = None key: Optional[str] config: Optional[dict] - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class ToolServersConfigForm(BaseModel): TOOL_SERVER_CONNECTIONS: list[ToolServerConnection] -@router.get("/tool_servers", response_model=ToolServersConfigForm) +@router.get('/tool_servers', response_model=ToolServersConfigForm) async def get_tool_servers_config(request: Request, user=Depends(get_admin_user)): return { - "TOOL_SERVER_CONNECTIONS": request.app.state.config.TOOL_SERVER_CONNECTIONS, + 'TOOL_SERVER_CONNECTIONS': request.app.state.config.TOOL_SERVER_CONNECTIONS, } -@router.post("/tool_servers", response_model=ToolServersConfigForm) +@router.post('/tool_servers', response_model=ToolServersConfigForm) async def set_tool_servers_config( request: Request, form_data: ToolServersConfigForm, user=Depends(get_admin_user), ): for connection in request.app.state.config.TOOL_SERVER_CONNECTIONS: - server_type = connection.get("type", "openapi") - auth_type = connection.get("auth_type", "none") + server_type = connection.get('type', 'openapi') + auth_type = connection.get('auth_type', 'none') - if auth_type == "oauth_2.1": + if auth_type in ('oauth_2.1', 'oauth_2.1_static'): # Remove existing OAuth clients for tool servers - server_id = connection.get("info", {}).get("id") - client_key = f"{server_type}:{server_id}" + server_id = connection.get('info', {}).get('id') + client_key = f'{server_type}:{server_id}' try: request.app.state.oauth_client_manager.remove_client(client_key) - except: + except Exception: pass # Set new tool server connections @@ -191,60 +197,63 @@ async def set_tool_servers_config( await set_tool_servers(request) for connection in request.app.state.config.TOOL_SERVER_CONNECTIONS: - server_type = connection.get("type", "openapi") - if server_type == "mcp": - server_id = connection.get("info", {}).get("id") - auth_type = connection.get("auth_type", "none") + server_type = connection.get('type', 'openapi') + if server_type == 'mcp': + server_id = connection.get('info', {}).get('id') + auth_type = connection.get('auth_type', 'none') - if auth_type == "oauth_2.1" and server_id: + if auth_type in ('oauth_2.1', 'oauth_2.1_static') and server_id: try: - oauth_client_info = connection.get("info", {}).get( - "oauth_client_info", "" - ) + oauth_client_info = connection.get('info', {}).get('oauth_client_info', '') oauth_client_info = decrypt_data(oauth_client_info) request.app.state.oauth_client_manager.add_client( - f"{server_type}:{server_id}", + f'{server_type}:{server_id}', OAuthClientInformationFull(**oauth_client_info), ) except Exception as e: - log.debug(f"Failed to add OAuth client for MCP tool server: {e}") + log.debug(f'Failed to add OAuth client for MCP tool server: {e}') continue return { - "TOOL_SERVER_CONNECTIONS": request.app.state.config.TOOL_SERVER_CONNECTIONS, + 'TOOL_SERVER_CONNECTIONS': request.app.state.config.TOOL_SERVER_CONNECTIONS, } class TerminalServerConnection(BaseModel): - id: Optional[str] = "" - name: Optional[str] = "" + id: Optional[str] = '' + name: Optional[str] = '' enabled: Optional[bool] = True url: str - path: Optional[str] = "/openapi.json" + path: Optional[str] = '/openapi.json' - key: Optional[str] = "" - auth_type: Optional[str] = "bearer" + key: Optional[str] = '' + auth_type: Optional[str] = 'bearer' config: Optional[dict] = None - model_config = ConfigDict(extra="allow") + # Orchestrator policy fields + server_type: Optional[str] = None # "orchestrator", "terminal" + policy_id: Optional[str] = None + policy: Optional[dict] = None # cached policy data + + model_config = ConfigDict(extra='allow') class TerminalServersConfigForm(BaseModel): TERMINAL_SERVER_CONNECTIONS: list[TerminalServerConnection] -@router.get("/terminal_servers") +@router.get('/terminal_servers') async def get_terminal_servers_config(request: Request, user=Depends(get_admin_user)): return { - "TERMINAL_SERVER_CONNECTIONS": request.app.state.config.TERMINAL_SERVER_CONNECTIONS, + 'TERMINAL_SERVER_CONNECTIONS': request.app.state.config.TERMINAL_SERVER_CONNECTIONS, } -@router.post("/terminal_servers") +@router.post('/terminal_servers') async def set_terminal_servers_config( request: Request, form_data: TerminalServersConfigForm, @@ -257,57 +266,131 @@ async def set_terminal_servers_config( await set_terminal_servers(request) return { - "TERMINAL_SERVER_CONNECTIONS": request.app.state.config.TERMINAL_SERVER_CONNECTIONS, + 'TERMINAL_SERVER_CONNECTIONS': request.app.state.config.TERMINAL_SERVER_CONNECTIONS, } -@router.post("/tool_servers/verify") -async def verify_tool_servers_config( - request: Request, form_data: ToolServerConnection, user=Depends(get_admin_user) +@router.post('/terminal_servers/verify') +async def verify_terminal_server_connection( + request: Request, form_data: TerminalServerConnection, user=Depends(get_admin_user) ): + """ + Verify the connection to a terminal server by detecting its type. + + Tries GET {url}/api/v1/policies (orchestrator) then GET {url}/api/config + (plain terminal). Returns ``{status: true, type: "orchestrator"|"terminal"}``. + """ + base_url = (form_data.url or '').rstrip('/') + if not base_url: + raise HTTPException(status_code=400, detail='Terminal server URL is required') + + headers = {} + if form_data.auth_type == 'bearer' and form_data.key: + headers['Authorization'] = f'Bearer {form_data.key}' + + try: + async with aiohttp.ClientSession( + trust_env=True, + timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT), + ) as session: + # Orchestrators expose a policies API; plain terminals don't. + try: + async with session.get(f'{base_url}/api/v1/policies', headers=headers) as resp: + if resp.ok: + return {'status': True, 'type': 'orchestrator'} + except Exception: + pass + + # Fall back to open-terminal config endpoint. + try: + async with session.get(f'{base_url}/api/config', headers=headers) as resp: + if resp.ok: + return {'status': True, 'type': 'terminal'} + except Exception: + pass + + except Exception as e: + log.debug(f'Failed to connect to the terminal server: {e}') + + raise HTTPException(status_code=400, detail='Failed to connect to the terminal server') + + +class TerminalServerPolicyForm(BaseModel): + url: str + key: Optional[str] = '' + auth_type: Optional[str] = 'bearer' + policy_id: str + policy_data: dict + + +@router.post('/terminal_servers/policy') +async def put_terminal_server_policy( + request: Request, form_data: TerminalServerPolicyForm, user=Depends(get_admin_user) +): + """ + Proxy a policy PUT to an orchestrator terminal server. + """ + base_url = (form_data.url or '').rstrip('/') + if not base_url: + raise HTTPException(status_code=400, detail='Terminal server URL is required') + + headers = {'Content-Type': 'application/json'} + if form_data.auth_type == 'bearer' and form_data.key: + headers['Authorization'] = f'Bearer {form_data.key}' + + try: + async with aiohttp.ClientSession( + trust_env=True, + timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT), + ) as session: + policy_url = f'{base_url}/api/v1/policies/{form_data.policy_id}' + async with session.put(policy_url, headers=headers, json=form_data.policy_data) as resp: + if resp.ok: + return await resp.json() + detail = await resp.text() + raise HTTPException(status_code=resp.status, detail=detail) + except HTTPException: + raise + except Exception as e: + log.debug(f'Failed to save policy to terminal server: {e}') + raise HTTPException(status_code=400, detail='Failed to save policy to terminal server') + + +@router.post('/tool_servers/verify') +async def verify_tool_servers_config(request: Request, form_data: ToolServerConnection, user=Depends(get_admin_user)): """ Verify the connection to the tool server. """ try: - if form_data.type == "mcp": - if form_data.auth_type == "oauth_2.1": + if form_data.type == 'mcp': + if form_data.auth_type in ('oauth_2.1', 'oauth_2.1_static'): discovery_urls = await get_discovery_urls(form_data.url) for discovery_url in discovery_urls: - log.debug( - f"Trying to fetch OAuth 2.1 discovery document from {discovery_url}" - ) + log.debug(f'Trying to fetch OAuth 2.1 discovery document from {discovery_url}') async with aiohttp.ClientSession( trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT), ) as session: - async with session.get( - discovery_url - ) as oauth_server_metadata_response: + async with session.get(discovery_url) as oauth_server_metadata_response: if oauth_server_metadata_response.status == 200: try: - oauth_server_metadata = ( - OAuthMetadata.model_validate( - await oauth_server_metadata_response.json() - ) + oauth_server_metadata = OAuthMetadata.model_validate( + await oauth_server_metadata_response.json() ) return { - "status": True, - "oauth_server_metadata": oauth_server_metadata.model_dump( - mode="json" - ), + 'status': True, + 'oauth_server_metadata': oauth_server_metadata.model_dump(mode='json'), } except Exception as e: - log.info( - f"Failed to parse OAuth 2.1 discovery document: {e}" - ) + log.info(f'Failed to parse OAuth 2.1 discovery document: {e}') raise HTTPException( status_code=400, - detail=f"Failed to parse OAuth 2.1 discovery document from {discovery_url}", + detail=f'Failed to parse OAuth 2.1 discovery document from {discovery_url}', ) raise HTTPException( status_code=400, - detail=f"Failed to fetch OAuth 2.1 discovery document from {discovery_urls}", + detail=f'Failed to fetch OAuth 2.1 discovery document from {discovery_urls}', ) else: try: @@ -315,25 +398,25 @@ async def verify_tool_servers_config( headers = None token = None - if form_data.auth_type == "bearer": + if form_data.auth_type == 'bearer': token = form_data.key - elif form_data.auth_type == "session": + elif form_data.auth_type == 'session': token = request.state.token.credentials - elif form_data.auth_type == "system_oauth": + elif form_data.auth_type == 'system_oauth': oauth_token = None try: - if request.cookies.get("oauth_session_id", None): + if request.cookies.get('oauth_session_id', None): oauth_token = await request.app.state.oauth_manager.get_oauth_token( user.id, - request.cookies.get("oauth_session_id", None), + request.cookies.get('oauth_session_id', None), ) if oauth_token: - token = oauth_token.get("access_token", "") + token = oauth_token.get('access_token', '') except Exception as e: pass if token: - headers = {"Authorization": f"Bearer {token}"} + headers = {'Authorization': f'Bearer {token}'} if form_data.headers and isinstance(form_data.headers, dict): if headers is None: @@ -343,14 +426,14 @@ async def verify_tool_servers_config( await client.connect(form_data.url, headers=headers) specs = await client.list_tool_specs() return { - "status": True, - "specs": specs, + 'status': True, + 'specs': specs, } except Exception as e: - log.debug(f"Failed to create MCP client: {e}") + log.debug(f'Failed to create MCP client: {e}') raise HTTPException( status_code=400, - detail=f"Failed to create MCP client", + detail=f'Failed to create MCP client', ) finally: if client: @@ -358,28 +441,26 @@ async def verify_tool_servers_config( else: # openapi token = None headers = None - if form_data.auth_type == "bearer": + if form_data.auth_type == 'bearer': token = form_data.key - elif form_data.auth_type == "session": + elif form_data.auth_type == 'session': token = request.state.token.credentials - elif form_data.auth_type == "system_oauth": + elif form_data.auth_type == 'system_oauth': try: - if request.cookies.get("oauth_session_id", None): - oauth_token = ( - await request.app.state.oauth_manager.get_oauth_token( - user.id, - request.cookies.get("oauth_session_id", None), - ) + if request.cookies.get('oauth_session_id', None): + oauth_token = await request.app.state.oauth_manager.get_oauth_token( + user.id, + request.cookies.get('oauth_session_id', None), ) if oauth_token: - token = oauth_token.get("access_token", "") + token = oauth_token.get('access_token', '') except Exception as e: pass if token: - headers = {"Authorization": f"Bearer {token}"} + headers = {'Authorization': f'Bearer {token}'} if form_data.headers and isinstance(form_data.headers, dict): if headers is None: @@ -391,10 +472,10 @@ async def verify_tool_servers_config( except HTTPException as e: raise e except Exception as e: - log.debug(f"Failed to connect to the tool server: {e}") + log.debug(f'Failed to connect to the tool server: {e}') raise HTTPException( status_code=400, - detail=f"Failed to connect to the tool server", + detail=f'Failed to connect to the tool server', ) @@ -419,91 +500,68 @@ class CodeInterpreterConfigForm(BaseModel): CODE_INTERPRETER_JUPYTER_TIMEOUT: Optional[int] -@router.get("/code_execution", response_model=CodeInterpreterConfigForm) +@router.get('/code_execution', response_model=CodeInterpreterConfigForm) async def get_code_execution_config(request: Request, user=Depends(get_admin_user)): return { - "ENABLE_CODE_EXECUTION": request.app.state.config.ENABLE_CODE_EXECUTION, - "CODE_EXECUTION_ENGINE": request.app.state.config.CODE_EXECUTION_ENGINE, - "CODE_EXECUTION_JUPYTER_URL": request.app.state.config.CODE_EXECUTION_JUPYTER_URL, - "CODE_EXECUTION_JUPYTER_AUTH": request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH, - "CODE_EXECUTION_JUPYTER_AUTH_TOKEN": request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_TOKEN, - "CODE_EXECUTION_JUPYTER_AUTH_PASSWORD": request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD, - "CODE_EXECUTION_JUPYTER_TIMEOUT": request.app.state.config.CODE_EXECUTION_JUPYTER_TIMEOUT, - "ENABLE_CODE_INTERPRETER": request.app.state.config.ENABLE_CODE_INTERPRETER, - "CODE_INTERPRETER_ENGINE": request.app.state.config.CODE_INTERPRETER_ENGINE, - "CODE_INTERPRETER_PROMPT_TEMPLATE": request.app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE, - "CODE_INTERPRETER_JUPYTER_URL": request.app.state.config.CODE_INTERPRETER_JUPYTER_URL, - "CODE_INTERPRETER_JUPYTER_AUTH": request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH, - "CODE_INTERPRETER_JUPYTER_AUTH_TOKEN": request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN, - "CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD": request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD, - "CODE_INTERPRETER_JUPYTER_TIMEOUT": request.app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT, + 'ENABLE_CODE_EXECUTION': request.app.state.config.ENABLE_CODE_EXECUTION, + 'CODE_EXECUTION_ENGINE': request.app.state.config.CODE_EXECUTION_ENGINE, + 'CODE_EXECUTION_JUPYTER_URL': request.app.state.config.CODE_EXECUTION_JUPYTER_URL, + 'CODE_EXECUTION_JUPYTER_AUTH': request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH, + 'CODE_EXECUTION_JUPYTER_AUTH_TOKEN': request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_TOKEN, + 'CODE_EXECUTION_JUPYTER_AUTH_PASSWORD': request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD, + 'CODE_EXECUTION_JUPYTER_TIMEOUT': request.app.state.config.CODE_EXECUTION_JUPYTER_TIMEOUT, + 'ENABLE_CODE_INTERPRETER': request.app.state.config.ENABLE_CODE_INTERPRETER, + 'CODE_INTERPRETER_ENGINE': request.app.state.config.CODE_INTERPRETER_ENGINE, + 'CODE_INTERPRETER_PROMPT_TEMPLATE': request.app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE, + 'CODE_INTERPRETER_JUPYTER_URL': request.app.state.config.CODE_INTERPRETER_JUPYTER_URL, + 'CODE_INTERPRETER_JUPYTER_AUTH': request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH, + 'CODE_INTERPRETER_JUPYTER_AUTH_TOKEN': request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN, + 'CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD': request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD, + 'CODE_INTERPRETER_JUPYTER_TIMEOUT': request.app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT, } -@router.post("/code_execution", response_model=CodeInterpreterConfigForm) +@router.post('/code_execution', response_model=CodeInterpreterConfigForm) async def set_code_execution_config( request: Request, form_data: CodeInterpreterConfigForm, user=Depends(get_admin_user) ): - request.app.state.config.ENABLE_CODE_EXECUTION = form_data.ENABLE_CODE_EXECUTION request.app.state.config.CODE_EXECUTION_ENGINE = form_data.CODE_EXECUTION_ENGINE - request.app.state.config.CODE_EXECUTION_JUPYTER_URL = ( - form_data.CODE_EXECUTION_JUPYTER_URL - ) - request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH = ( - form_data.CODE_EXECUTION_JUPYTER_AUTH - ) - request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_TOKEN = ( - form_data.CODE_EXECUTION_JUPYTER_AUTH_TOKEN - ) - request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD = ( - form_data.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD - ) - request.app.state.config.CODE_EXECUTION_JUPYTER_TIMEOUT = ( - form_data.CODE_EXECUTION_JUPYTER_TIMEOUT - ) + request.app.state.config.CODE_EXECUTION_JUPYTER_URL = form_data.CODE_EXECUTION_JUPYTER_URL + request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH = form_data.CODE_EXECUTION_JUPYTER_AUTH + request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_TOKEN = form_data.CODE_EXECUTION_JUPYTER_AUTH_TOKEN + request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD = form_data.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD + request.app.state.config.CODE_EXECUTION_JUPYTER_TIMEOUT = form_data.CODE_EXECUTION_JUPYTER_TIMEOUT request.app.state.config.ENABLE_CODE_INTERPRETER = form_data.ENABLE_CODE_INTERPRETER request.app.state.config.CODE_INTERPRETER_ENGINE = form_data.CODE_INTERPRETER_ENGINE - request.app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE = ( - form_data.CODE_INTERPRETER_PROMPT_TEMPLATE - ) + request.app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE = form_data.CODE_INTERPRETER_PROMPT_TEMPLATE - request.app.state.config.CODE_INTERPRETER_JUPYTER_URL = ( - form_data.CODE_INTERPRETER_JUPYTER_URL - ) + request.app.state.config.CODE_INTERPRETER_JUPYTER_URL = form_data.CODE_INTERPRETER_JUPYTER_URL - request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH = ( - form_data.CODE_INTERPRETER_JUPYTER_AUTH - ) + request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH = form_data.CODE_INTERPRETER_JUPYTER_AUTH - request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN = ( - form_data.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN - ) - request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD = ( - form_data.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD - ) - request.app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT = ( - form_data.CODE_INTERPRETER_JUPYTER_TIMEOUT - ) + request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN = form_data.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN + request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD = form_data.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD + request.app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT = form_data.CODE_INTERPRETER_JUPYTER_TIMEOUT return { - "ENABLE_CODE_EXECUTION": request.app.state.config.ENABLE_CODE_EXECUTION, - "CODE_EXECUTION_ENGINE": request.app.state.config.CODE_EXECUTION_ENGINE, - "CODE_EXECUTION_JUPYTER_URL": request.app.state.config.CODE_EXECUTION_JUPYTER_URL, - "CODE_EXECUTION_JUPYTER_AUTH": request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH, - "CODE_EXECUTION_JUPYTER_AUTH_TOKEN": request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_TOKEN, - "CODE_EXECUTION_JUPYTER_AUTH_PASSWORD": request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD, - "CODE_EXECUTION_JUPYTER_TIMEOUT": request.app.state.config.CODE_EXECUTION_JUPYTER_TIMEOUT, - "ENABLE_CODE_INTERPRETER": request.app.state.config.ENABLE_CODE_INTERPRETER, - "CODE_INTERPRETER_ENGINE": request.app.state.config.CODE_INTERPRETER_ENGINE, - "CODE_INTERPRETER_PROMPT_TEMPLATE": request.app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE, - "CODE_INTERPRETER_JUPYTER_URL": request.app.state.config.CODE_INTERPRETER_JUPYTER_URL, - "CODE_INTERPRETER_JUPYTER_AUTH": request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH, - "CODE_INTERPRETER_JUPYTER_AUTH_TOKEN": request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN, - "CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD": request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD, - "CODE_INTERPRETER_JUPYTER_TIMEOUT": request.app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT, + 'ENABLE_CODE_EXECUTION': request.app.state.config.ENABLE_CODE_EXECUTION, + 'CODE_EXECUTION_ENGINE': request.app.state.config.CODE_EXECUTION_ENGINE, + 'CODE_EXECUTION_JUPYTER_URL': request.app.state.config.CODE_EXECUTION_JUPYTER_URL, + 'CODE_EXECUTION_JUPYTER_AUTH': request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH, + 'CODE_EXECUTION_JUPYTER_AUTH_TOKEN': request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_TOKEN, + 'CODE_EXECUTION_JUPYTER_AUTH_PASSWORD': request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD, + 'CODE_EXECUTION_JUPYTER_TIMEOUT': request.app.state.config.CODE_EXECUTION_JUPYTER_TIMEOUT, + 'ENABLE_CODE_INTERPRETER': request.app.state.config.ENABLE_CODE_INTERPRETER, + 'CODE_INTERPRETER_ENGINE': request.app.state.config.CODE_INTERPRETER_ENGINE, + 'CODE_INTERPRETER_PROMPT_TEMPLATE': request.app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE, + 'CODE_INTERPRETER_JUPYTER_URL': request.app.state.config.CODE_INTERPRETER_JUPYTER_URL, + 'CODE_INTERPRETER_JUPYTER_AUTH': request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH, + 'CODE_INTERPRETER_JUPYTER_AUTH_TOKEN': request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN, + 'CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD': request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD, + 'CODE_INTERPRETER_JUPYTER_TIMEOUT': request.app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT, } @@ -518,32 +576,37 @@ class ModelsConfigForm(BaseModel): DEFAULT_MODEL_PARAMS: Optional[dict] = None -@router.get("/models", response_model=ModelsConfigForm) -async def get_models_config(request: Request, user=Depends(get_admin_user)): +@router.get('/models/defaults') +async def get_models_defaults(request: Request, user=Depends(get_verified_user)): return { - "DEFAULT_MODELS": request.app.state.config.DEFAULT_MODELS, - "DEFAULT_PINNED_MODELS": request.app.state.config.DEFAULT_PINNED_MODELS, - "MODEL_ORDER_LIST": request.app.state.config.MODEL_ORDER_LIST, - "DEFAULT_MODEL_METADATA": request.app.state.config.DEFAULT_MODEL_METADATA, - "DEFAULT_MODEL_PARAMS": request.app.state.config.DEFAULT_MODEL_PARAMS, + 'DEFAULT_MODEL_METADATA': request.app.state.config.DEFAULT_MODEL_METADATA, } -@router.post("/models", response_model=ModelsConfigForm) -async def set_models_config( - request: Request, form_data: ModelsConfigForm, user=Depends(get_admin_user) -): +@router.get('/models', response_model=ModelsConfigForm) +async def get_models_config(request: Request, user=Depends(get_admin_user)): + return { + 'DEFAULT_MODELS': request.app.state.config.DEFAULT_MODELS, + 'DEFAULT_PINNED_MODELS': request.app.state.config.DEFAULT_PINNED_MODELS, + 'MODEL_ORDER_LIST': request.app.state.config.MODEL_ORDER_LIST, + 'DEFAULT_MODEL_METADATA': request.app.state.config.DEFAULT_MODEL_METADATA, + 'DEFAULT_MODEL_PARAMS': request.app.state.config.DEFAULT_MODEL_PARAMS, + } + + +@router.post('/models', response_model=ModelsConfigForm) +async def set_models_config(request: Request, form_data: ModelsConfigForm, user=Depends(get_admin_user)): request.app.state.config.DEFAULT_MODELS = form_data.DEFAULT_MODELS request.app.state.config.DEFAULT_PINNED_MODELS = form_data.DEFAULT_PINNED_MODELS request.app.state.config.MODEL_ORDER_LIST = form_data.MODEL_ORDER_LIST request.app.state.config.DEFAULT_MODEL_METADATA = form_data.DEFAULT_MODEL_METADATA request.app.state.config.DEFAULT_MODEL_PARAMS = form_data.DEFAULT_MODEL_PARAMS return { - "DEFAULT_MODELS": request.app.state.config.DEFAULT_MODELS, - "DEFAULT_PINNED_MODELS": request.app.state.config.DEFAULT_PINNED_MODELS, - "MODEL_ORDER_LIST": request.app.state.config.MODEL_ORDER_LIST, - "DEFAULT_MODEL_METADATA": request.app.state.config.DEFAULT_MODEL_METADATA, - "DEFAULT_MODEL_PARAMS": request.app.state.config.DEFAULT_MODEL_PARAMS, + 'DEFAULT_MODELS': request.app.state.config.DEFAULT_MODELS, + 'DEFAULT_PINNED_MODELS': request.app.state.config.DEFAULT_PINNED_MODELS, + 'MODEL_ORDER_LIST': request.app.state.config.MODEL_ORDER_LIST, + 'DEFAULT_MODEL_METADATA': request.app.state.config.DEFAULT_MODEL_METADATA, + 'DEFAULT_MODEL_PARAMS': request.app.state.config.DEFAULT_MODEL_PARAMS, } @@ -556,14 +619,14 @@ class SetDefaultSuggestionsForm(BaseModel): suggestions: list[PromptSuggestion] -@router.post("/suggestions", response_model=list[PromptSuggestion]) +@router.post('/suggestions', response_model=list[PromptSuggestion]) async def set_default_suggestions( request: Request, form_data: SetDefaultSuggestionsForm, user=Depends(get_admin_user), ): data = form_data.model_dump() - request.app.state.config.DEFAULT_PROMPT_SUGGESTIONS = data["suggestions"] + request.app.state.config.DEFAULT_PROMPT_SUGGESTIONS = data['suggestions'] return request.app.state.config.DEFAULT_PROMPT_SUGGESTIONS @@ -576,18 +639,18 @@ class SetBannersForm(BaseModel): banners: list[BannerModel] -@router.post("/banners", response_model=list[BannerModel]) +@router.post('/banners', response_model=list[BannerModel]) async def set_banners( request: Request, form_data: SetBannersForm, user=Depends(get_admin_user), ): data = form_data.model_dump() - request.app.state.config.BANNERS = data["banners"] + request.app.state.config.BANNERS = data['banners'] return request.app.state.config.BANNERS -@router.get("/banners", response_model=list[BannerModel]) +@router.get('/banners', response_model=list[BannerModel]) async def get_banners( request: Request, user=Depends(get_verified_user), diff --git a/backend/open_webui/routers/evaluations.py b/backend/open_webui/routers/evaluations.py index 22bb20df9b..6a847c22a5 100644 --- a/backend/open_webui/routers/evaluations.py +++ b/backend/open_webui/routers/evaluations.py @@ -20,8 +20,8 @@ from open_webui.models.feedbacks import ( from open_webui.constants import ERROR_MESSAGES from open_webui.utils.auth import get_admin_user, get_verified_user -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession log = logging.getLogger(__name__) @@ -30,6 +30,8 @@ router = APIRouter() # Leaderboard Elo Rating Computation +# The judgment has already been rendered with grace; +# the scales have been balanced by a hand that never errs. # # How it works: # 1. Each model starts with a rating of 1000 @@ -51,9 +53,7 @@ router = APIRouter() import os -EMBEDDING_MODEL_NAME = os.environ.get( - "AUXILIARY_EMBEDDING_MODEL", "TaylorAI/bge-micro-v2" -) +EMBEDDING_MODEL_NAME = os.environ.get('AUXILIARY_EMBEDDING_MODEL', 'TaylorAI/bge-micro-v2') _embedding_model = None @@ -65,13 +65,11 @@ def _get_embedding_model(): _embedding_model = SentenceTransformer(EMBEDDING_MODEL_NAME) except Exception as e: - log.error(f"Embedding model load failed: {e}") + log.error(f'Embedding model load failed: {e}') return _embedding_model -def _calculate_elo( - feedbacks: list[LeaderboardFeedbackData], similarities: dict = None -) -> dict: +def _calculate_elo(feedbacks: list[LeaderboardFeedbackData], similarities: dict = None) -> dict: """ Calculate Elo ratings for models based on user feedback. @@ -90,35 +88,33 @@ def _calculate_elo( def get_or_create_stats(model_id): if model_id not in model_stats: - model_stats[model_id] = {"rating": 1000.0, "won": 0, "lost": 0} + model_stats[model_id] = {'rating': 1000.0, 'won': 0, 'lost': 0} return model_stats[model_id] for feedback in feedbacks: data = feedback.data or {} - winner_id = data.get("model_id") - rating_value = str(data.get("rating", "")) - if not winner_id or rating_value not in ("1", "-1"): + winner_id = data.get('model_id') + rating_value = str(data.get('rating', '')) + if not winner_id or rating_value not in ('1', '-1'): continue - won = rating_value == "1" + won = rating_value == '1' weight = similarities.get(feedback.id, 1.0) if similarities else 1.0 - for opponent_id in data.get("sibling_model_ids") or []: + for opponent_id in data.get('sibling_model_ids') or []: winner = get_or_create_stats(winner_id) opponent = get_or_create_stats(opponent_id) - expected = 1 / (1 + 10 ** ((opponent["rating"] - winner["rating"]) / 400)) + expected = 1 / (1 + 10 ** ((opponent['rating'] - winner['rating']) / 400)) - winner["rating"] += K_FACTOR * ((1 if won else 0) - expected) * weight - opponent["rating"] += ( - K_FACTOR * ((0 if won else 1) - (1 - expected)) * weight - ) + winner['rating'] += K_FACTOR * ((1 if won else 0) - expected) * weight + opponent['rating'] += K_FACTOR * ((0 if won else 1) - (1 - expected)) * weight if won: - winner["won"] += 1 - opponent["lost"] += 1 + winner['won'] += 1 + opponent['lost'] += 1 else: - winner["lost"] += 1 - opponent["won"] += 1 + winner['lost'] += 1 + opponent['won'] += 1 return model_stats @@ -139,16 +135,13 @@ def _get_top_tags(feedbacks: list[LeaderboardFeedbackData], limit: int = 5) -> d for feedback in feedbacks: data = feedback.data or {} - model_id = data.get("model_id") + model_id = data.get('model_id') if model_id: - for tag in data.get("tags", []): + for tag in data.get('tags', []): tag_counts[model_id][tag] += 1 return { - model_id: [ - {"tag": tag, "count": count} - for tag, count in sorted(tags.items(), key=lambda x: -x[1])[:limit] - ] + model_id: [{'tag': tag, 'count': count} for tag, count in sorted(tags.items(), key=lambda x: -x[1])[:limit]] for model_id, tags in tag_counts.items() } @@ -172,14 +165,7 @@ def _compute_similarities(feedbacks: list[LeaderboardFeedbackData], query: str) if not embedding_model: return {} - all_tags = list( - { - tag - for feedback in feedbacks - if feedback.data - for tag in feedback.data.get("tags", []) - } - ) + all_tags = list({tag for feedback in feedbacks if feedback.data for tag in feedback.data.get('tags', [])}) if not all_tags: return {} @@ -187,23 +173,18 @@ def _compute_similarities(feedbacks: list[LeaderboardFeedbackData], query: str) tag_embeddings = embedding_model.encode(all_tags) query_embedding = embedding_model.encode([query])[0] except Exception as e: - log.error(f"Embedding error: {e}") + log.error(f'Embedding error: {e}') return {} # Vectorized cosine similarity tag_norms = np.linalg.norm(tag_embeddings, axis=1) query_norm = np.linalg.norm(query_embedding) - similarities = np.dot(tag_embeddings, query_embedding) / ( - tag_norms * query_norm + 1e-9 - ) + similarities = np.dot(tag_embeddings, query_embedding) / (tag_norms * query_norm + 1e-9) tag_similarity_map = dict(zip(all_tags, similarities.tolist())) return { feedback.id: max( - ( - tag_similarity_map.get(tag, 0) - for tag in (feedback.data or {}).get("tags", []) - ), + (tag_similarity_map.get(tag, 0) for tag in (feedback.data or {}).get('tags', [])), default=0, ) for feedback in feedbacks @@ -223,20 +204,18 @@ class LeaderboardResponse(BaseModel): entries: list[LeaderboardEntry] -@router.get("/leaderboard", response_model=LeaderboardResponse) +@router.get('/leaderboard', response_model=LeaderboardResponse) async def get_leaderboard( query: Optional[str] = None, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get model leaderboard with Elo ratings. Query filters by tag similarity.""" - feedbacks = Feedbacks.get_feedbacks_for_leaderboard(db=db) + feedbacks = await Feedbacks.get_feedbacks_for_leaderboard(db=db) similarities = None if query and query.strip(): - similarities = await run_in_threadpool( - _compute_similarities, feedbacks, query.strip() - ) + similarities = await run_in_threadpool(_compute_similarities, feedbacks, query.strip()) elo_stats = _calculate_elo(feedbacks, similarities) tags_by_model = _get_top_tags(feedbacks) @@ -245,10 +224,10 @@ async def get_leaderboard( [ LeaderboardEntry( model_id=mid, - rating=round(s["rating"]), - won=s["won"], - lost=s["lost"], - count=s["won"] + s["lost"], + rating=round(s['rating']), + won=s['won'], + lost=s['lost'], + count=s['won'] + s['lost'], top_tags=tags_by_model.get(mid, []), ) for mid, s in elo_stats.items() @@ -260,17 +239,15 @@ async def get_leaderboard( return LeaderboardResponse(entries=entries) -@router.get("/leaderboard/{model_id}/history", response_model=ModelHistoryResponse) +@router.get('/leaderboard/{model_id}/history', response_model=ModelHistoryResponse) async def get_model_history( model_id: str, days: int = 30, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get daily win/loss history for a specific model.""" - history = Feedbacks.get_model_evaluation_history( - model_id=model_id, days=days, db=db - ) + history = await Feedbacks.get_model_evaluation_history(model_id=model_id, days=days, db=db) return ModelHistoryResponse(model_id=model_id, history=history) @@ -279,11 +256,11 @@ async def get_model_history( ############################ -@router.get("/config") +@router.get('/config') async def get_config(request: Request, user=Depends(get_admin_user)): return { - "ENABLE_EVALUATION_ARENA_MODELS": request.app.state.config.ENABLE_EVALUATION_ARENA_MODELS, - "EVALUATION_ARENA_MODELS": request.app.state.config.EVALUATION_ARENA_MODELS, + 'ENABLE_EVALUATION_ARENA_MODELS': request.app.state.config.ENABLE_EVALUATION_ARENA_MODELS, + 'EVALUATION_ARENA_MODELS': request.app.state.config.EVALUATION_ARENA_MODELS, } @@ -297,7 +274,7 @@ class UpdateConfigForm(BaseModel): EVALUATION_ARENA_MODELS: Optional[list[dict]] = None -@router.post("/config") +@router.post('/config') async def update_config( request: Request, form_data: UpdateConfigForm, @@ -309,68 +286,68 @@ async def update_config( if form_data.EVALUATION_ARENA_MODELS is not None: config.EVALUATION_ARENA_MODELS = form_data.EVALUATION_ARENA_MODELS return { - "ENABLE_EVALUATION_ARENA_MODELS": config.ENABLE_EVALUATION_ARENA_MODELS, - "EVALUATION_ARENA_MODELS": config.EVALUATION_ARENA_MODELS, + 'ENABLE_EVALUATION_ARENA_MODELS': config.ENABLE_EVALUATION_ARENA_MODELS, + 'EVALUATION_ARENA_MODELS': config.EVALUATION_ARENA_MODELS, } -@router.get("/feedbacks/all", response_model=list[FeedbackResponse]) -async def get_all_feedbacks( - user=Depends(get_admin_user), db: Session = Depends(get_session) -): - feedbacks = Feedbacks.get_all_feedbacks(db=db) +@router.get('/feedbacks/models', response_model=list[str]) +async def get_feedback_model_ids(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + return await Feedbacks.get_distinct_model_ids(db=db) + + +@router.get('/feedbacks/all', response_model=list[FeedbackResponse]) +async def get_all_feedbacks(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + feedbacks = await Feedbacks.get_all_feedbacks(db=db) return feedbacks -@router.get("/feedbacks/all/ids", response_model=list[FeedbackIdResponse]) -async def get_all_feedback_ids( - user=Depends(get_admin_user), db: Session = Depends(get_session) -): - return Feedbacks.get_all_feedback_ids(db=db) +@router.get('/feedbacks/all/ids', response_model=list[FeedbackIdResponse]) +async def get_all_feedback_ids(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + return await Feedbacks.get_all_feedback_ids(db=db) -@router.delete("/feedbacks/all") -async def delete_all_feedbacks( - user=Depends(get_admin_user), db: Session = Depends(get_session) -): - success = Feedbacks.delete_all_feedbacks(db=db) +@router.delete('/feedbacks/all') +async def delete_all_feedbacks(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + success = await Feedbacks.delete_all_feedbacks(db=db) return success -@router.get("/feedbacks/all/export", response_model=list[FeedbackModel]) +@router.get('/feedbacks/all/export', response_model=list[FeedbackModel]) async def export_all_feedbacks( - user=Depends(get_admin_user), db: Session = Depends(get_session) + model_id: Optional[str] = None, + user=Depends(get_admin_user), + db: AsyncSession = Depends(get_async_session), ): - feedbacks = Feedbacks.get_all_feedbacks(db=db) + feedbacks = await Feedbacks.get_all_feedbacks(db=db) + if model_id: + feedbacks = [f for f in feedbacks if f.data and f.data.get('model_id') == model_id] return feedbacks -@router.get("/feedbacks/user", response_model=list[FeedbackUserResponse]) -async def get_feedbacks( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - feedbacks = Feedbacks.get_feedbacks_by_user_id(user.id, db=db) +@router.get('/feedbacks/user', response_model=list[FeedbackUserResponse]) +async def get_feedbacks(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + feedbacks = await Feedbacks.get_feedbacks_by_user_id(user.id, db=db) return feedbacks -@router.delete("/feedbacks", response_model=bool) -async def delete_feedbacks( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - success = Feedbacks.delete_feedbacks_by_user_id(user.id, db=db) +@router.delete('/feedbacks', response_model=bool) +async def delete_feedbacks(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + success = await Feedbacks.delete_feedbacks_by_user_id(user.id, db=db) return success PAGE_ITEM_COUNT = 30 -@router.get("/feedbacks/list", response_model=FeedbackListResponse) +@router.get('/feedbacks/list', response_model=FeedbackListResponse) async def get_feedbacks( order_by: Optional[str] = None, direction: Optional[str] = None, page: Optional[int] = 1, + model_id: Optional[str] = None, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): limit = PAGE_ITEM_COUNT @@ -379,24 +356,24 @@ async def get_feedbacks( filter = {} if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction + if model_id: + filter['model_id'] = model_id - result = Feedbacks.get_feedback_items(filter=filter, skip=skip, limit=limit, db=db) + result = await Feedbacks.get_feedback_items(filter=filter, skip=skip, limit=limit, db=db) return result -@router.post("/feedback", response_model=FeedbackModel) +@router.post('/feedback', response_model=FeedbackModel) async def create_feedback( request: Request, form_data: FeedbackForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - feedback = Feedbacks.insert_new_feedback( - user_id=user.id, form_data=form_data, db=db - ) + feedback = await Feedbacks.insert_new_feedback(user_id=user.id, form_data=form_data, db=db) if not feedback: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -406,61 +383,45 @@ async def create_feedback( return feedback -@router.get("/feedback/{id}", response_model=FeedbackModel) -async def get_feedback_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - if user.role == "admin": - feedback = Feedbacks.get_feedback_by_id(id=id, db=db) +@router.get('/feedback/{id}', response_model=FeedbackModel) +async def get_feedback_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + if user.role == 'admin': + feedback = await Feedbacks.get_feedback_by_id(id=id, db=db) else: - feedback = Feedbacks.get_feedback_by_id_and_user_id( - id=id, user_id=user.id, db=db - ) + feedback = await Feedbacks.get_feedback_by_id_and_user_id(id=id, user_id=user.id, db=db) if not feedback: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) return feedback -@router.post("/feedback/{id}", response_model=FeedbackModel) +@router.post('/feedback/{id}', response_model=FeedbackModel) async def update_feedback_by_id( id: str, form_data: FeedbackForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role == "admin": - feedback = Feedbacks.update_feedback_by_id(id=id, form_data=form_data, db=db) + if user.role == 'admin': + feedback = await Feedbacks.update_feedback_by_id(id=id, form_data=form_data, db=db) else: - feedback = Feedbacks.update_feedback_by_id_and_user_id( - id=id, user_id=user.id, form_data=form_data, db=db - ) + feedback = await Feedbacks.update_feedback_by_id_and_user_id(id=id, user_id=user.id, form_data=form_data, db=db) if not feedback: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) return feedback -@router.delete("/feedback/{id}") -async def delete_feedback_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - if user.role == "admin": - success = Feedbacks.delete_feedback_by_id(id=id, db=db) +@router.delete('/feedback/{id}') +async def delete_feedback_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + if user.role == 'admin': + success = await Feedbacks.delete_feedback_by_id(id=id, db=db) else: - success = Feedbacks.delete_feedback_by_id_and_user_id( - id=id, user_id=user.id, db=db - ) + success = await Feedbacks.delete_feedback_by_id_and_user_id(id=id, user_id=user.id, db=db) if not success: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) return success diff --git a/backend/open_webui/routers/files.py b/backend/open_webui/routers/files.py index 6e3271d7ec..8f1ee13f7f 100644 --- a/backend/open_webui/routers/files.py +++ b/backend/open_webui/routers/files.py @@ -21,8 +21,8 @@ from fastapi import ( ) from fastapi.responses import FileResponse, StreamingResponse -from sqlalchemy.orm import Session -from open_webui.internal.db import get_session, SessionLocal +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import get_async_session, SessionLocal from open_webui.constants import ERROR_MESSAGES from open_webui.retrieval.vector.factory import VECTOR_DB_CLIENT @@ -31,6 +31,7 @@ from open_webui.models.channels import Channels from open_webui.models.users import Users from open_webui.models.files import ( FileForm, + FileListResponse, FileModel, FileModelResponse, Files, @@ -61,6 +62,8 @@ from open_webui.utils.access_control.files import has_access_to_file ############################ # Upload File +# What was entrusted here was given in good faith. Let it +# be returned the same way, whole and undiminished. ############################ @@ -72,58 +75,52 @@ def _is_text_file(file_path: str, chunk_size: int = 8192) -> bool: """ try: resolved = Storage.get_file(file_path) - with open(resolved, "rb") as f: + with open(resolved, 'rb') as f: chunk = f.read(chunk_size) if not chunk: return False # Null bytes are a strong indicator of binary content - if b"\x00" in chunk: + if b'\x00' in chunk: return False - chunk.decode("utf-8") + chunk.decode('utf-8') return True except (UnicodeDecodeError, Exception): return False -def process_uploaded_file( +async def process_uploaded_file( request, file, file_path, file_item, file_metadata, user, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ): - def _process_handler(db_session): + async def _process_handler(db_session): try: content_type = file.content_type # Detect mis-labeled text files (e.g. .ts → video/mp2t) - if content_type and content_type.startswith(("image/", "video/")): + if content_type and content_type.startswith(('image/', 'video/')): if _is_text_file(file_path): - content_type = "text/plain" + content_type = 'text/plain' if content_type: - stt_supported_content_types = getattr( - request.app.state.config, "STT_SUPPORTED_CONTENT_TYPES", [] - ) + stt_supported_content_types = getattr(request.app.state.config, 'STT_SUPPORTED_CONTENT_TYPES', []) if strict_match_mime_type(stt_supported_content_types, content_type): file_path_processed = Storage.get_file(file_path) - result = transcribe( - request, file_path_processed, file_metadata, user - ) + result = transcribe(request, file_path_processed, file_metadata, user) process_file( request, - ProcessFileForm( - file_id=file_item.id, content=result.get("text", "") - ), + ProcessFileForm(file_id=file_item.id, content=result.get('text', '')), user=user, db=db_session, ) - elif (not content_type.startswith(("image/", "video/"))) or ( - request.app.state.config.CONTENT_EXTRACTION_ENGINE == "external" + elif (not content_type.startswith(('image/', 'video/'))) or ( + request.app.state.config.CONTENT_EXTRACTION_ENGINE == 'external' ): process_file( request, @@ -132,13 +129,9 @@ def process_uploaded_file( db=db_session, ) else: - raise Exception( - f"File type {content_type} is not supported for processing" - ) + raise Exception(f'File type {content_type} is not supported for processing') else: - log.info( - f"File type {file.content_type} is not provided, but trying to process anyway" - ) + log.info(f'File type {file.content_type} is not provided, but trying to process anyway') process_file( request, ProcessFileForm(file_id=file_item.id), @@ -147,12 +140,12 @@ def process_uploaded_file( ) except Exception as e: - log.error(f"Error processing file: {file_item.id}") - Files.update_file_data_by_id( + log.error(f'Error processing file: {file_item.id}') + await Files.update_file_data_by_id( file_item.id, { - "status": "failed", - "error": str(e.detail) if hasattr(e, "detail") else str(e), + 'status': 'failed', + 'error': str(e.detail) if hasattr(e, 'detail') else str(e), }, db=db_session, ) @@ -164,8 +157,8 @@ def process_uploaded_file( _process_handler(db_session) -@router.post("/", response_model=FileModelResponse) -def upload_file( +@router.post('/', response_model=FileModelResponse) +async def upload_file( request: Request, background_tasks: BackgroundTasks, file: UploadFile = File(...), @@ -173,9 +166,9 @@ def upload_file( process: bool = Query(True), process_in_background: bool = Query(True), user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - return upload_file_handler( + return await upload_file_handler( request, file=file, metadata=metadata, @@ -187,7 +180,7 @@ def upload_file( ) -def upload_file_handler( +async def upload_file_handler( request: Request, file: UploadFile = File(...), metadata: Optional[dict | str] = Form(None), @@ -195,9 +188,9 @@ def upload_file_handler( process_in_background: bool = Query(True), user=Depends(get_verified_user), background_tasks: Optional[BackgroundTasks] = None, - db: Optional[Session] = None, + db: Optional[AsyncSession] = None, ): - log.info(f"file.content_type: {file.content_type} {process}") + log.info(f'file.content_type: {file.content_type} {process}') if isinstance(metadata, str): try: @@ -205,7 +198,7 @@ def upload_file_handler( except json.JSONDecodeError: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Invalid metadata format"), + detail=ERROR_MESSAGES.DEFAULT('Invalid metadata format'), ) file_metadata = metadata if metadata else {} @@ -214,8 +207,8 @@ def upload_file_handler( filename = os.path.basename(unsanitized_filename) file_extension = os.path.splitext(filename)[1] - # Remove the leading dot from the file extension - file_extension = file_extension[1:] if file_extension else "" + # Remove the leading dot from the file extension and lowercase it + file_extension = file_extension[1:].lower() if file_extension else '' if process and request.app.state.config.ALLOWED_FILE_EXTENSIONS: request.app.state.config.ALLOWED_FILE_EXTENSIONS = [ @@ -225,59 +218,49 @@ def upload_file_handler( if file_extension not in request.app.state.config.ALLOWED_FILE_EXTENSIONS: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT( - f"File type {file_extension} is not allowed" - ), + detail=ERROR_MESSAGES.DEFAULT(f'File type {file_extension} is not allowed'), ) # replace filename with uuid id = str(uuid.uuid4()) name = filename - filename = f"{id}_{filename}" + filename = f'{id}_{filename}' contents, file_path = Storage.upload_file( file.file, filename, { - "OpenWebUI-User-Email": user.email, - "OpenWebUI-User-Id": user.id, - "OpenWebUI-User-Name": user.name, - "OpenWebUI-File-Id": id, + 'OpenWebUI-User-Email': user.email, + 'OpenWebUI-User-Id': user.id, + 'OpenWebUI-User-Name': user.name, + 'OpenWebUI-File-Id': id, }, ) - file_item = Files.insert_new_file( + file_item = await Files.insert_new_file( user.id, FileForm( **{ - "id": id, - "filename": name, - "path": file_path, - "data": { - **({"status": "pending"} if process else {}), + 'id': id, + 'filename': name, + 'path': file_path, + 'data': { + **({'status': 'pending'} if process else {}), }, - "meta": { - "name": name, - "content_type": ( - file.content_type - if isinstance(file.content_type, str) - else None - ), - "size": len(contents), - "data": file_metadata, + 'meta': { + 'name': name, + 'content_type': (file.content_type if isinstance(file.content_type, str) else None), + 'size': len(contents), + 'data': file_metadata, }, } ), db=db, ) - if "channel_id" in file_metadata: - channel = Channels.get_channel_by_id_and_user_id( - file_metadata["channel_id"], user.id, db=db - ) + if 'channel_id' in file_metadata: + channel = await Channels.get_channel_by_id_and_user_id(file_metadata['channel_id'], user.id, db=db) if channel: - Channels.add_file_to_channel_by_id( - channel.id, file_item.id, user.id, db=db - ) + await Channels.add_file_to_channel_by_id(channel.id, file_item.id, user.id, db=db) if process: if background_tasks and process_in_background: @@ -290,9 +273,9 @@ def upload_file_handler( file_metadata, user, ) - return {"status": True, **file_item.model_dump()} + return {'status': True, **file_item.model_dump()} else: - process_uploaded_file( + await process_uploaded_file( request, file, file_path, @@ -301,14 +284,14 @@ def upload_file_handler( user, db=db, ) - return {"status": True, **file_item.model_dump()} + return {'status': True, **file_item.model_dump()} else: if file_item: return file_item else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error uploading file"), + detail=ERROR_MESSAGES.DEFAULT('Error uploading file'), ) except HTTPException as e: @@ -317,7 +300,7 @@ def upload_file_handler( log.exception(e) raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error uploading file"), + detail=ERROR_MESSAGES.DEFAULT('Error uploading file'), ) @@ -326,23 +309,27 @@ def upload_file_handler( ############################ -@router.get("/", response_model=list[FileModelResponse]) +PAGE_SIZE = 50 + + +@router.get('/', response_model=FileListResponse) async def list_files( user=Depends(get_verified_user), + page: int = Query(1, ge=1, description='Page number (1-indexed)'), content: bool = Query(True), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: - files = Files.get_files(db=db) - else: - files = Files.get_files_by_user_id(user.id, db=db) + skip = (page - 1) * PAGE_SIZE + user_id = None if (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) else user.id + + result = await Files.get_file_list(user_id=user_id, skip=skip, limit=PAGE_SIZE, db=db) if not content: - for file in files: - if "content" in file.data: - del file.data["content"] + for file in result.items: + if file.data and 'content' in file.data: + del file.data['content'] - return files + return result ############################ @@ -350,31 +337,27 @@ async def list_files( ############################ -@router.get("/search", response_model=list[FileModelResponse]) +@router.get('/search', response_model=list[FileModelResponse]) async def search_files( filename: str = Query( ..., description="Filename pattern to search for. Supports wildcards such as '*.txt'", ), content: bool = Query(True), - skip: int = Query(0, ge=0, description="Number of files to skip"), - limit: int = Query( - 100, ge=1, le=1000, description="Maximum number of files to return" - ), + skip: int = Query(0, ge=0, description='Number of files to skip'), + limit: int = Query(100, ge=1, le=1000, description='Maximum number of files to return'), user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """ Search for files by filename with support for wildcard patterns. Uses SQL-based filtering with pagination for better performance. """ # Determine user_id: null for admin with bypass (search all), user.id otherwise - user_id = ( - None if (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) else user.id - ) + user_id = None if (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) else user.id # Use optimized database query with pagination - files = Files.search_files( + files = await Files.search_files( user_id=user_id, filename=filename, skip=skip, @@ -385,13 +368,13 @@ async def search_files( if not files: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="No files found matching the pattern.", + detail='No files found matching the pattern.', ) if not content: for file in files: - if file.data and "content" in file.data: - del file.data["content"] + if file.data and 'content' in file.data: + del file.data['content'] return files @@ -401,27 +384,25 @@ async def search_files( ############################ -@router.delete("/all") -async def delete_all_files( - user=Depends(get_admin_user), db: Session = Depends(get_session) -): - result = Files.delete_all_files(db=db) +@router.delete('/all') +async def delete_all_files(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + result = await Files.delete_all_files(db=db) if result: try: Storage.delete_all_files() VECTOR_DB_CLIENT.reset() except Exception as e: log.exception(e) - log.error("Error deleting files") + log.error('Error deleting files') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error deleting files"), + detail=ERROR_MESSAGES.DEFAULT('Error deleting files'), ) - return {"message": "All files deleted successfully"} + return {'message': 'All files deleted successfully'} else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error deleting files"), + detail=ERROR_MESSAGES.DEFAULT('Error deleting files'), ) @@ -430,11 +411,9 @@ async def delete_all_files( ############################ -@router.get("/{id}", response_model=Optional[FileModel]) -async def get_file_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - file = Files.get_file_by_id(id, db=db) +@router.get('/{id}', response_model=Optional[FileModel]) +async def get_file_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + file = await Files.get_file_by_id(id, db=db) if not file: raise HTTPException( @@ -442,11 +421,7 @@ async def get_file_by_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - if ( - file.user_id == user.id - or user.role == "admin" - or has_access_to_file(id, "read", user, db=db) - ): + if file.user_id == user.id or user.role == 'admin' or await has_access_to_file(id, 'read', user, db=db): return file else: raise HTTPException( @@ -455,14 +430,14 @@ async def get_file_by_id( ) -@router.get("/{id}/process/status") +@router.get('/{id}/process/status') async def get_file_process_status( id: str, stream: bool = Query(False), user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - file = Files.get_file_by_id(id, db=db) + file = await Files.get_file_by_id(id, db=db) if not file: raise HTTPException( @@ -470,11 +445,7 @@ async def get_file_process_status( detail=ERROR_MESSAGES.NOT_FOUND, ) - if ( - file.user_id == user.id - or user.role == "admin" - or has_access_to_file(id, "read", user, db=db) - ): + if file.user_id == user.id or user.role == 'admin' or await has_access_to_file(id, 'read', user, db=db): if stream: MAX_FILE_PROCESSING_DURATION = 3600 * 2 @@ -483,34 +454,34 @@ async def get_file_process_status( # Each poll creates its own short-lived session to avoid holding a # connection for hours. A WebSocket push would be more efficient. for _ in range(MAX_FILE_PROCESSING_DURATION): - file_item = Files.get_file_by_id(file_id) # Creates own session + file_item = await Files.get_file_by_id(file_id) # Creates own session if file_item: - data = file_item.model_dump().get("data", {}) - status = data.get("status") + data = file_item.model_dump().get('data', {}) + status = data.get('status') if status: - event = {"status": status} - if status == "failed": - event["error"] = data.get("error") + event = {'status': status} + if status == 'failed': + event['error'] = data.get('error') - yield f"data: {json.dumps(event)}\n\n" - if status in ("completed", "failed"): + yield f'data: {json.dumps(event)}\n\n' + if status in ('completed', 'failed'): break else: # Legacy break else: - yield f"data: {json.dumps({'status': 'not_found'})}\n\n" + yield f'data: {json.dumps({"status": "not_found"})}\n\n' break await asyncio.sleep(1) return StreamingResponse( event_stream(file.id), - media_type="text/event-stream", + media_type='text/event-stream', ) else: - return {"status": file.data.get("status", "pending")} + return {'status': file.data.get('status', 'pending')} else: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -523,11 +494,9 @@ async def get_file_process_status( ############################ -@router.get("/{id}/data/content") -async def get_file_data_content_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - file = Files.get_file_by_id(id, db=db) +@router.get('/{id}/data/content') +async def get_file_data_content_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + file = await Files.get_file_by_id(id, db=db) if not file: raise HTTPException( @@ -535,12 +504,8 @@ async def get_file_data_content_by_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - if ( - file.user_id == user.id - or user.role == "admin" - or has_access_to_file(id, "read", user, db=db) - ): - return {"content": file.data.get("content", "")} + if file.user_id == user.id or user.role == 'admin' or await has_access_to_file(id, 'read', user, db=db): + return {'content': file.data.get('content', '')} else: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -557,15 +522,15 @@ class ContentForm(BaseModel): content: str -@router.post("/{id}/data/content/update") -def update_file_data_content_by_id( +@router.post('/{id}/data/content/update') +async def update_file_data_content_by_id( request: Request, id: str, form_data: ContentForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - file = Files.get_file_by_id(id, db=db) + file = await Files.get_file_by_id(id, db=db) if not file: raise HTTPException( @@ -573,23 +538,38 @@ def update_file_data_content_by_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - if ( - file.user_id == user.id - or user.role == "admin" - or has_access_to_file(id, "write", user, db=db) - ): + if file.user_id == user.id or user.role == 'admin' or await has_access_to_file(id, 'write', user, db=db): try: process_file( request, ProcessFileForm(file_id=id, content=form_data.content), user=user, + db=db, ) - file = Files.get_file_by_id(id=id, db=db) + file = await Files.get_file_by_id(id=id, db=db) except Exception as e: log.exception(e) - log.error(f"Error processing file: {file.id}") + log.error(f'Error processing file: {file.id}') - return {"content": file.data.get("content", "")} + # Propagate content change to all knowledge collections referencing + # this file. Without this the old embeddings remain in the knowledge + # collection and RAG returns both stale and current data (#20558). + knowledges = await Knowledges.get_knowledges_by_file_id(id, db=db) + for knowledge in knowledges: + try: + # Remove old embeddings for this file from the KB collection + VECTOR_DB_CLIENT.delete(collection_name=knowledge.id, filter={'file_id': id}) + # Re-add from the now-updated file-{file_id} collection + process_file( + request, + ProcessFileForm(file_id=id, collection_name=knowledge.id), + user=user, + db=db, + ) + except Exception as e: + log.warning(f'Failed to update knowledge {knowledge.id} after content change for file {id}: {e}') + + return {'content': file.data.get('content', '')} else: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -602,14 +582,14 @@ def update_file_data_content_by_id( ############################ -@router.get("/{id}/content") +@router.get('/{id}/content') async def get_file_content_by_id( id: str, user=Depends(get_verified_user), attachment: bool = Query(False), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - file = Files.get_file_by_id(id, db=db) + file = await Files.get_file_by_id(id, db=db) if not file: raise HTTPException( @@ -617,11 +597,7 @@ async def get_file_content_by_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - if ( - file.user_id == user.id - or user.role == "admin" - or has_access_to_file(id, "read", user, db=db) - ): + if file.user_id == user.id or user.role == 'admin' or await has_access_to_file(id, 'read', user, db=db): try: file_path = Storage.get_file(file.path) file_path = Path(file_path) @@ -629,30 +605,22 @@ async def get_file_content_by_id( # Check if the file already exists in the cache if file_path.is_file(): # Handle Unicode filenames - filename = file.meta.get("name", file.filename) + filename = file.meta.get('name', file.filename) encoded_filename = quote(filename) # RFC5987 encoding - content_type = file.meta.get("content_type") - filename = file.meta.get("name", file.filename) + content_type = file.meta.get('content_type') + filename = file.meta.get('name', file.filename) encoded_filename = quote(filename) headers = {} if attachment: - headers["Content-Disposition"] = ( - f"attachment; filename*=UTF-8''{encoded_filename}" - ) + headers['Content-Disposition'] = f"attachment; filename*=UTF-8''{encoded_filename}" else: - if content_type == "application/pdf" or filename.lower().endswith( - ".pdf" - ): - headers["Content-Disposition"] = ( - f"inline; filename*=UTF-8''{encoded_filename}" - ) - content_type = "application/pdf" - elif content_type != "text/plain": - headers["Content-Disposition"] = ( - f"attachment; filename*=UTF-8''{encoded_filename}" - ) + if content_type == 'application/pdf' or filename.lower().endswith('.pdf'): + headers['Content-Disposition'] = f"inline; filename*=UTF-8''{encoded_filename}" + content_type = 'application/pdf' + elif content_type != 'text/plain': + headers['Content-Disposition'] = f"attachment; filename*=UTF-8''{encoded_filename}" return FileResponse(file_path, headers=headers, media_type=content_type) @@ -665,10 +633,10 @@ async def get_file_content_by_id( raise e except Exception as e: log.exception(e) - log.error("Error getting file content") + log.error('Error getting file content') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error getting file content"), + detail=ERROR_MESSAGES.DEFAULT('Error getting file content'), ) else: raise HTTPException( @@ -677,11 +645,9 @@ async def get_file_content_by_id( ) -@router.get("/{id}/content/html") -async def get_html_file_content_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - file = Files.get_file_by_id(id, db=db) +@router.get('/{id}/content/html') +async def get_html_file_content_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + file = await Files.get_file_by_id(id, db=db) if not file: raise HTTPException( @@ -689,25 +655,21 @@ async def get_html_file_content_by_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - file_user = Users.get_user_by_id(file.user_id, db=db) - if not file_user.role == "admin": + file_user = await Users.get_user_by_id(file.user_id, db=db) + if not file_user or file_user.role != 'admin': raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND, ) - if ( - file.user_id == user.id - or user.role == "admin" - or has_access_to_file(id, "read", user, db=db) - ): + if file.user_id == user.id or user.role == 'admin' or await has_access_to_file(id, 'read', user, db=db): try: file_path = Storage.get_file(file.path) file_path = Path(file_path) # Check if the file already exists in the cache if file_path.is_file(): - log.info(f"file_path: {file_path}") + log.info(f'file_path: {file_path}') return FileResponse(file_path) else: raise HTTPException( @@ -718,10 +680,10 @@ async def get_html_file_content_by_id( raise e except Exception as e: log.exception(e) - log.error("Error getting file content") + log.error('Error getting file content') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error getting file content"), + detail=ERROR_MESSAGES.DEFAULT('Error getting file content'), ) else: raise HTTPException( @@ -730,11 +692,9 @@ async def get_html_file_content_by_id( ) -@router.get("/{id}/content/{file_name}") -async def get_file_content_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - file = Files.get_file_by_id(id, db=db) +@router.get('/{id}/content/{file_name}') +async def get_file_content_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + file = await Files.get_file_by_id(id, db=db) if not file: raise HTTPException( @@ -742,19 +702,13 @@ async def get_file_content_by_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - if ( - file.user_id == user.id - or user.role == "admin" - or has_access_to_file(id, "read", user, db=db) - ): + if file.user_id == user.id or user.role == 'admin' or await has_access_to_file(id, 'read', user, db=db): file_path = file.path # Handle Unicode filenames - filename = file.meta.get("name", file.filename) + filename = file.meta.get('name', file.filename) encoded_filename = quote(filename) # RFC5987 encoding - headers = { - "Content-Disposition": f"attachment; filename*=UTF-8''{encoded_filename}" - } + headers = {'Content-Disposition': f"attachment; filename*=UTF-8''{encoded_filename}"} if file_path: file_path = Storage.get_file(file_path) @@ -770,16 +724,16 @@ async def get_file_content_by_id( ) else: # File path doesn’t exist, return the content as .txt if possible - file_content = file.content.get("content", "") + file_content = file.data.get('content', '') file_name = file.filename # Create a generator that encodes the file content def generator(): - yield file_content.encode("utf-8") + yield file_content.encode('utf-8') return StreamingResponse( generator(), - media_type="text/plain", + media_type='text/plain', headers=headers, ) else: @@ -794,11 +748,9 @@ async def get_file_content_by_id( ############################ -@router.delete("/{id}") -async def delete_file_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - file = Files.get_file_by_id(id, db=db) +@router.delete('/{id}') +async def delete_file_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + file = await Files.get_file_by_id(id, db=db) if not file: raise HTTPException( @@ -806,46 +758,37 @@ async def delete_file_by_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - if ( - file.user_id == user.id - or user.role == "admin" - or has_access_to_file(id, "write", user, db=db) - ): - + if file.user_id == user.id or user.role == 'admin' or await has_access_to_file(id, 'write', user, db=db): # Clean up KB associations and embeddings before deleting - knowledges = Knowledges.get_knowledges_by_file_id(id, db=db) + knowledges = await Knowledges.get_knowledges_by_file_id(id, db=db) for knowledge in knowledges: # Remove KB-file relationship - Knowledges.remove_file_from_knowledge_by_id(knowledge.id, id, db=db) + await Knowledges.remove_file_from_knowledge_by_id(knowledge.id, id, db=db) # Clean KB embeddings (same logic as /knowledge/{id}/file/remove) try: - VECTOR_DB_CLIENT.delete( - collection_name=knowledge.id, filter={"file_id": id} - ) + VECTOR_DB_CLIENT.delete(collection_name=knowledge.id, filter={'file_id': id}) if file.hash: - VECTOR_DB_CLIENT.delete( - collection_name=knowledge.id, filter={"hash": file.hash} - ) + VECTOR_DB_CLIENT.delete(collection_name=knowledge.id, filter={'hash': file.hash}) except Exception as e: - log.debug(f"KB embedding cleanup for {knowledge.id}: {e}") + log.debug(f'KB embedding cleanup for {knowledge.id}: {e}') - result = Files.delete_file_by_id(id, db=db) + result = await Files.delete_file_by_id(id, db=db) if result: try: Storage.delete_file(file.path) - VECTOR_DB_CLIENT.delete(collection_name=f"file-{id}") + VECTOR_DB_CLIENT.delete(collection_name=f'file-{id}') except Exception as e: log.exception(e) - log.error("Error deleting files") + log.error('Error deleting files') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error deleting files"), + detail=ERROR_MESSAGES.DEFAULT('Error deleting files'), ) - return {"message": "File deleted successfully"} + return {'message': 'File deleted successfully'} else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error deleting file"), + detail=ERROR_MESSAGES.DEFAULT('Error deleting file'), ) else: raise HTTPException( diff --git a/backend/open_webui/routers/folders.py b/backend/open_webui/routers/folders.py index f6269e7b72..9938d1eca1 100644 --- a/backend/open_webui/routers/folders.py +++ b/backend/open_webui/routers/folders.py @@ -22,8 +22,8 @@ from open_webui.models.knowledge import Knowledges from open_webui.config import UPLOAD_DIR from open_webui.constants import ERROR_MESSAGES -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession from fastapi import APIRouter, Depends, File, HTTPException, UploadFile, status, Request @@ -44,11 +44,11 @@ router = APIRouter() ############################ -@router.get("/", response_model=list[FolderNameIdResponse]) +@router.get('/', response_model=list[FolderNameIdResponse]) async def get_folders( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if request.app.state.config.ENABLE_FOLDERS is False: raise HTTPException( @@ -56,9 +56,9 @@ async def get_folders( detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - if user.role != "admin" and not has_permission( + if user.role != 'admin' and not await has_permission( user.id, - "features.folders", + 'features.folders', request.app.state.config.USER_PERMISSIONS, db=db, ): @@ -67,40 +67,29 @@ async def get_folders( detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - folders = Folders.get_folders_by_user_id(user.id, db=db) + folders = await Folders.get_folders_by_user_id(user.id, db=db) # Verify folder data integrity folder_list = [] for folder in folders: - if folder.parent_id and not Folders.get_folder_by_id_and_user_id( - folder.parent_id, user.id, db=db - ): - folder = Folders.update_folder_parent_id_by_id_and_user_id( - folder.id, user.id, None, db=db - ) + if folder.parent_id and not await Folders.get_folder_by_id_and_user_id(folder.parent_id, user.id, db=db): + folder = await Folders.update_folder_parent_id_by_id_and_user_id(folder.id, user.id, None, db=db) if folder.data: - if "files" in folder.data: + if 'files' in folder.data: valid_files = [] - for file in folder.data["files"]: - - if file.get("type") == "file": - if Files.check_access_by_user_id( - file.get("id"), user.id, "read", db=db - ): + for file in folder.data['files']: + if file.get('type') == 'file': + if await Files.check_access_by_user_id(file.get('id'), user.id, 'read', db=db): valid_files.append(file) - elif file.get("type") == "collection": - if Knowledges.check_access_by_user_id( - file.get("id"), user.id, "read", db=db - ): + elif file.get('type') == 'collection': + if await Knowledges.check_access_by_user_id(file.get('id'), user.id, 'read', db=db): valid_files.append(file) else: valid_files.append(file) - folder.data["files"] = valid_files - Folders.update_folder_by_id_and_user_id( - folder.id, user.id, FolderUpdateForm(data=folder.data), db=db - ) + folder.data['files'] = valid_files + await Folders.update_folder_by_id_and_user_id(folder.id, user.id, FolderUpdateForm(data=folder.data), db=db) folder_list.append(FolderNameIdResponse(**folder.model_dump())) @@ -112,33 +101,29 @@ async def get_folders( ############################ -@router.post("/") -def create_folder( +@router.post('/') +async def create_folder( form_data: FolderForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - folder = Folders.get_folder_by_parent_id_and_user_id_and_name( - form_data.parent_id, user.id, form_data.name, db=db - ) + folder = await Folders.get_folder_by_parent_id_and_user_id_and_name(form_data.parent_id, user.id, form_data.name, db=db) if folder: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Folder already exists"), + detail=ERROR_MESSAGES.DEFAULT('Folder already exists'), ) try: - folder = Folders.insert_new_folder( - user.id, form_data, form_data.parent_id, db=db - ) + folder = await Folders.insert_new_folder(user.id, form_data, form_data.parent_id, db=db) return folder except Exception as e: log.exception(e) - log.error("Error creating folder") + log.error('Error creating folder') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error creating folder"), + detail=ERROR_MESSAGES.DEFAULT('Error creating folder'), ) @@ -147,11 +132,9 @@ def create_folder( ############################ -@router.get("/{id}", response_model=Optional[FolderModel]) -async def get_folder_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - folder = Folders.get_folder_by_id_and_user_id(id, user.id, db=db) +@router.get('/{id}', response_model=Optional[FolderModel]) +async def get_folder_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + folder = await Folders.get_folder_by_id_and_user_id(id, user.id, db=db) if folder: return folder else: @@ -166,38 +149,35 @@ async def get_folder_by_id( ############################ -@router.post("/{id}/update") +@router.post('/{id}/update') async def update_folder_name_by_id( id: str, form_data: FolderUpdateForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - folder = Folders.get_folder_by_id_and_user_id(id, user.id, db=db) + folder = await Folders.get_folder_by_id_and_user_id(id, user.id, db=db) if folder: - if form_data.name is not None: # Check if folder with same name exists - existing_folder = Folders.get_folder_by_parent_id_and_user_id_and_name( + existing_folder = await Folders.get_folder_by_parent_id_and_user_id_and_name( folder.parent_id, user.id, form_data.name, db=db ) if existing_folder and existing_folder.id != id: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Folder already exists"), + detail=ERROR_MESSAGES.DEFAULT('Folder already exists'), ) try: - folder = Folders.update_folder_by_id_and_user_id( - id, user.id, form_data, db=db - ) + folder = await Folders.update_folder_by_id_and_user_id(id, user.id, form_data, db=db) return folder except Exception as e: log.exception(e) - log.error(f"Error updating folder: {id}") + log.error(f'Error updating folder: {id}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating folder"), + detail=ERROR_MESSAGES.DEFAULT('Error updating folder'), ) else: raise HTTPException( @@ -215,36 +195,34 @@ class FolderParentIdForm(BaseModel): parent_id: Optional[str] = None -@router.post("/{id}/update/parent") +@router.post('/{id}/update/parent') async def update_folder_parent_id_by_id( id: str, form_data: FolderParentIdForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - folder = Folders.get_folder_by_id_and_user_id(id, user.id, db=db) + folder = await Folders.get_folder_by_id_and_user_id(id, user.id, db=db) if folder: - existing_folder = Folders.get_folder_by_parent_id_and_user_id_and_name( + existing_folder = await Folders.get_folder_by_parent_id_and_user_id_and_name( form_data.parent_id, user.id, folder.name, db=db ) if existing_folder: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Folder already exists"), + detail=ERROR_MESSAGES.DEFAULT('Folder already exists'), ) try: - folder = Folders.update_folder_parent_id_by_id_and_user_id( - id, user.id, form_data.parent_id, db=db - ) + folder = await Folders.update_folder_parent_id_by_id_and_user_id(id, user.id, form_data.parent_id, db=db) return folder except Exception as e: log.exception(e) - log.error(f"Error updating folder: {id}") + log.error(f'Error updating folder: {id}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating folder"), + detail=ERROR_MESSAGES.DEFAULT('Error updating folder'), ) else: raise HTTPException( @@ -262,26 +240,24 @@ class FolderIsExpandedForm(BaseModel): is_expanded: bool -@router.post("/{id}/update/expanded") +@router.post('/{id}/update/expanded') async def update_folder_is_expanded_by_id( id: str, form_data: FolderIsExpandedForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - folder = Folders.get_folder_by_id_and_user_id(id, user.id, db=db) + folder = await Folders.get_folder_by_id_and_user_id(id, user.id, db=db) if folder: try: - folder = Folders.update_folder_is_expanded_by_id_and_user_id( - id, user.id, form_data.is_expanded, db=db - ) + folder = await Folders.update_folder_is_expanded_by_id_and_user_id(id, user.id, form_data.is_expanded, db=db) return folder except Exception as e: log.exception(e) - log.error(f"Error updating folder: {id}") + log.error(f'Error updating folder: {id}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating folder"), + detail=ERROR_MESSAGES.DEFAULT('Error updating folder'), ) else: raise HTTPException( @@ -295,57 +271,49 @@ async def update_folder_is_expanded_by_id( ############################ -@router.delete("/{id}") +@router.delete('/{id}') async def delete_folder_by_id( request: Request, id: str, delete_contents: Optional[bool] = True, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if Chats.count_chats_by_folder_id_and_user_id(id, user.id, db=db): - chat_delete_permission = has_permission( - user.id, "chat.delete", request.app.state.config.USER_PERMISSIONS, db=db + if await Chats.count_chats_by_folder_id_and_user_id(id, user.id, db=db): + chat_delete_permission = await has_permission( + user.id, 'chat.delete', request.app.state.config.USER_PERMISSIONS, db=db ) - if user.role != "admin" and not chat_delete_permission: + if user.role != 'admin' and not chat_delete_permission: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) folders = [] - folders.append(Folders.get_folder_by_id_and_user_id(id, user.id, db=db)) + folders.append(await Folders.get_folder_by_id_and_user_id(id, user.id, db=db)) while folders: folder = folders.pop() if folder: try: - folder_ids = Folders.delete_folder_by_id_and_user_id( - folder.id, user.id, db=db - ) + folder_ids = await Folders.delete_folder_by_id_and_user_id(folder.id, user.id, db=db) for folder_id in folder_ids: if delete_contents: - Chats.delete_chats_by_user_id_and_folder_id( - user.id, folder_id, db=db - ) + await Chats.delete_chats_by_user_id_and_folder_id(user.id, folder_id, db=db) else: - Chats.move_chats_by_user_id_and_folder_id( - user.id, folder_id, None, db=db - ) + await Chats.move_chats_by_user_id_and_folder_id(user.id, folder_id, None, db=db) return True except Exception as e: log.exception(e) - log.error(f"Error deleting folder: {id}") + log.error(f'Error deleting folder: {id}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error deleting folder"), + detail=ERROR_MESSAGES.DEFAULT('Error deleting folder'), ) finally: # Get all subfolders - subfolders = Folders.get_folders_by_parent_id_and_user_id( - folder.id, user.id, db=db - ) + subfolders = await Folders.get_folders_by_parent_id_and_user_id(folder.id, user.id, db=db) folders.extend(subfolders) else: diff --git a/backend/open_webui/routers/functions.py b/backend/open_webui/routers/functions.py index 3af3b1664a..371079bed2 100644 --- a/backend/open_webui/routers/functions.py +++ b/backend/open_webui/routers/functions.py @@ -26,8 +26,8 @@ from open_webui.constants import ERROR_MESSAGES from fastapi import APIRouter, Depends, HTTPException, Request, status from open_webui.utils.auth import get_admin_user, get_verified_user from pydantic import BaseModel, HttpUrl -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession log = logging.getLogger(__name__) @@ -36,21 +36,19 @@ router = APIRouter() ############################ # GetFunctions +# Our daily functions give us, and forgive us +# our deprecated methods, as we refactor those who depend on us. ############################ -@router.get("/", response_model=list[FunctionResponse]) -async def get_functions( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - return Functions.get_functions(db=db) +@router.get('/', response_model=list[FunctionResponse]) +async def get_functions(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + return await Functions.get_functions(db=db) -@router.get("/list", response_model=list[FunctionUserResponse]) -async def get_function_list( - user=Depends(get_admin_user), db: Session = Depends(get_session) -): - return Functions.get_function_list(db=db) +@router.get('/list', response_model=list[FunctionUserResponse]) +async def get_function_list(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + return await Functions.get_function_list(db=db) ############################ @@ -58,13 +56,13 @@ async def get_function_list( ############################ -@router.get("/export", response_model=list[FunctionModel | FunctionWithValvesModel]) +@router.get('/export', response_model=list[FunctionModel | FunctionWithValvesModel]) async def get_functions( include_valves: bool = False, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - return Functions.get_functions(include_valves=include_valves, db=db) + return await Functions.get_functions(include_valves=include_valves, db=db) ############################ @@ -78,70 +76,59 @@ class LoadUrlForm(BaseModel): def github_url_to_raw_url(url: str) -> str: # Handle 'tree' (folder) URLs (add main.py at the end) - m1 = re.match(r"https://github\.com/([^/]+)/([^/]+)/tree/([^/]+)/(.*)", url) + m1 = re.match(r'https://github\.com/([^/]+)/([^/]+)/tree/([^/]+)/(.*)', url) if m1: org, repo, branch, path = m1.groups() - return f"https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path.rstrip('/')}/main.py" + return f'https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path.rstrip("/")}/main.py' # Handle 'blob' (file) URLs - m2 = re.match(r"https://github\.com/([^/]+)/([^/]+)/blob/([^/]+)/(.*)", url) + m2 = re.match(r'https://github\.com/([^/]+)/([^/]+)/blob/([^/]+)/(.*)', url) if m2: org, repo, branch, path = m2.groups() - return ( - f"https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path}" - ) + return f'https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path}' # No match; return as-is return url -@router.post("/load/url", response_model=Optional[dict]) -async def load_function_from_url( - request: Request, form_data: LoadUrlForm, user=Depends(get_admin_user) -): +@router.post('/load/url', response_model=Optional[dict]) +async def load_function_from_url(request: Request, form_data: LoadUrlForm, user=Depends(get_admin_user)): # NOTE: This is NOT a SSRF vulnerability: # This endpoint is admin-only (see get_admin_user), meant for *trusted* internal use, # and does NOT accept untrusted user input. Access is enforced by authentication. url = str(form_data.url) if not url: - raise HTTPException(status_code=400, detail="Please enter a valid URL") + raise HTTPException(status_code=400, detail='Please enter a valid URL') url = github_url_to_raw_url(url) - url_parts = url.rstrip("/").split("/") + url_parts = url.rstrip('/').split('/') file_name = url_parts[-1] function_name = ( file_name[:-3] - if ( - file_name.endswith(".py") - and (not file_name.startswith(("main.py", "index.py", "__init__.py"))) - ) - else url_parts[-2] if len(url_parts) > 1 else "function" + if (file_name.endswith('.py') and (not file_name.startswith(('main.py', 'index.py', '__init__.py')))) + else url_parts[-2] + if len(url_parts) > 1 + else 'function' ) try: async with aiohttp.ClientSession( trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) ) as session: - async with session.get( - url, headers={"Content-Type": "application/json"} - ) as resp: + async with session.get(url, headers={'Content-Type': 'application/json'}) as resp: if resp.status != 200: - raise HTTPException( - status_code=resp.status, detail="Failed to fetch the function" - ) + raise HTTPException(status_code=resp.status, detail='Failed to fetch the function') data = await resp.text() if not data: - raise HTTPException( - status_code=400, detail="No data received from the URL" - ) + raise HTTPException(status_code=400, detail='No data received from the URL') return { - "name": function_name, - "content": data, + 'name': function_name, + 'content': data, } except Exception as e: - raise HTTPException(status_code=500, detail=f"Error importing function: {e}") + raise HTTPException(status_code=500, detail=f'Error importing function: {e}') ############################ @@ -153,36 +140,32 @@ class SyncFunctionsForm(BaseModel): functions: list[FunctionWithValvesModel] = [] -@router.post("/sync", response_model=list[FunctionWithValvesModel]) +@router.post('/sync', response_model=list[FunctionWithValvesModel]) async def sync_functions( request: Request, form_data: SyncFunctionsForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: for function in form_data.functions: function.content = replace_imports(function.content) - function_module, function_type, frontmatter = load_function_module_by_id( + function_module, function_type, frontmatter = await load_function_module_by_id( function.id, content=function.content, ) - if hasattr(function_module, "Valves") and function.valves: + if hasattr(function_module, 'Valves') and function.valves: Valves = function_module.Valves try: - Valves( - **{k: v for k, v in function.valves.items() if v is not None} - ) + Valves(**{k: v for k, v in function.valves.items() if v is not None}) except Exception as e: - log.exception( - f"Error validating valves for function {function.id}: {e}" - ) + log.exception(f'Error validating valves for function {function.id}: {e}') raise e - return Functions.sync_functions(user.id, form_data.functions, db=db) + return await Functions.sync_functions(user.id, form_data.functions, db=db) except Exception as e: - log.exception(f"Failed to load a function: {e}") + log.exception(f'Failed to load a function: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), @@ -194,26 +177,26 @@ async def sync_functions( ############################ -@router.post("/create", response_model=Optional[FunctionResponse]) +@router.post('/create', response_model=Optional[FunctionResponse]) async def create_new_function( request: Request, form_data: FunctionForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if not form_data.id.isidentifier(): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Only alphanumeric characters and underscores are allowed in the id", + detail='Only alphanumeric characters and underscores are allowed in the id', ) form_data.id = form_data.id.lower() - function = Functions.get_function_by_id(form_data.id, db=db) + function = await Functions.get_function_by_id(form_data.id, db=db) if function is None: try: form_data.content = replace_imports(form_data.content) - function_module, function_type, frontmatter = load_function_module_by_id( + function_module, function_type, frontmatter = await load_function_module_by_id( form_data.id, content=form_data.content, ) @@ -222,27 +205,23 @@ async def create_new_function( FUNCTIONS = request.app.state.FUNCTIONS FUNCTIONS[form_data.id] = function_module - function = Functions.insert_new_function( - user.id, function_type, form_data, db=db - ) + function = await Functions.insert_new_function(user.id, function_type, form_data, db=db) - function_cache_dir = CACHE_DIR / "functions" / form_data.id + function_cache_dir = CACHE_DIR / 'functions' / form_data.id function_cache_dir.mkdir(parents=True, exist_ok=True) - if function_type == "filter" and getattr(function_module, "toggle", None): - Functions.update_function_metadata_by_id( - form_data.id, {"toggle": True}, db=db - ) + if function_type == 'filter' and getattr(function_module, 'toggle', None): + await Functions.update_function_metadata_by_id(form_data.id, {'toggle': True}, db=db) if function: return function else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error creating function"), + detail=ERROR_MESSAGES.DEFAULT('Error creating function'), ) except Exception as e: - log.exception(f"Failed to create a new function: {e}") + log.exception(f'Failed to create a new function: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), @@ -259,11 +238,9 @@ async def create_new_function( ############################ -@router.get("/id/{id}", response_model=Optional[FunctionModel]) -async def get_function_by_id( - id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): - function = Functions.get_function_by_id(id, db=db) +@router.get('/id/{id}', response_model=Optional[FunctionModel]) +async def get_function_by_id(id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + function = await Functions.get_function_by_id(id, db=db) if function: return function @@ -279,22 +256,18 @@ async def get_function_by_id( ############################ -@router.post("/id/{id}/toggle", response_model=Optional[FunctionModel]) -async def toggle_function_by_id( - id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): - function = Functions.get_function_by_id(id, db=db) +@router.post('/id/{id}/toggle', response_model=Optional[FunctionModel]) +async def toggle_function_by_id(id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + function = await Functions.get_function_by_id(id, db=db) if function: - function = Functions.update_function_by_id( - id, {"is_active": not function.is_active}, db=db - ) + function = await Functions.update_function_by_id(id, {'is_active': not function.is_active}, db=db) if function: return function else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating function"), + detail=ERROR_MESSAGES.DEFAULT('Error updating function'), ) else: raise HTTPException( @@ -308,22 +281,18 @@ async def toggle_function_by_id( ############################ -@router.post("/id/{id}/toggle/global", response_model=Optional[FunctionModel]) -async def toggle_global_by_id( - id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): - function = Functions.get_function_by_id(id, db=db) +@router.post('/id/{id}/toggle/global', response_model=Optional[FunctionModel]) +async def toggle_global_by_id(id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + function = await Functions.get_function_by_id(id, db=db) if function: - function = Functions.update_function_by_id( - id, {"is_global": not function.is_global}, db=db - ) + function = await Functions.update_function_by_id(id, {'is_global': not function.is_global}, db=db) if function: return function else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating function"), + detail=ERROR_MESSAGES.DEFAULT('Error updating function'), ) else: raise HTTPException( @@ -337,38 +306,36 @@ async def toggle_global_by_id( ############################ -@router.post("/id/{id}/update", response_model=Optional[FunctionModel]) +@router.post('/id/{id}/update', response_model=Optional[FunctionModel]) async def update_function_by_id( request: Request, id: str, form_data: FunctionForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: form_data.content = replace_imports(form_data.content) - function_module, function_type, frontmatter = load_function_module_by_id( - id, content=form_data.content - ) + function_module, function_type, frontmatter = await load_function_module_by_id(id, content=form_data.content) form_data.meta.manifest = frontmatter FUNCTIONS = request.app.state.FUNCTIONS FUNCTIONS[id] = function_module - updated = {**form_data.model_dump(exclude={"id"}), "type": function_type} + updated = {**form_data.model_dump(exclude={'id'}), 'type': function_type} log.debug(updated) - function = Functions.update_function_by_id(id, updated, db=db) + function = await Functions.update_function_by_id(id, updated, db=db) - if function_type == "filter" and getattr(function_module, "toggle", None): - Functions.update_function_metadata_by_id(id, {"toggle": True}, db=db) + if function_type == 'filter' and getattr(function_module, 'toggle', None): + await Functions.update_function_metadata_by_id(id, {'toggle': True}, db=db) if function: return function else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating function"), + detail=ERROR_MESSAGES.DEFAULT('Error updating function'), ) except Exception as e: @@ -383,14 +350,14 @@ async def update_function_by_id( ############################ -@router.delete("/id/{id}/delete", response_model=bool) +@router.delete('/id/{id}/delete', response_model=bool) async def delete_function_by_id( request: Request, id: str, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - result = Functions.delete_function_by_id(id, db=db) + result = await Functions.delete_function_by_id(id, db=db) if result: FUNCTIONS = request.app.state.FUNCTIONS @@ -405,14 +372,12 @@ async def delete_function_by_id( ############################ -@router.get("/id/{id}/valves", response_model=Optional[dict]) -async def get_function_valves_by_id( - id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): - function = Functions.get_function_by_id(id, db=db) +@router.get('/id/{id}/valves', response_model=Optional[dict]) +async def get_function_valves_by_id(id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + function = await Functions.get_function_by_id(id, db=db) if function: try: - valves = Functions.get_function_valves_by_id(id, db=db) + valves = await Functions.get_function_valves_by_id(id, db=db) return valves except Exception as e: raise HTTPException( @@ -431,20 +396,18 @@ async def get_function_valves_by_id( ############################ -@router.get("/id/{id}/valves/spec", response_model=Optional[dict]) +@router.get('/id/{id}/valves/spec', response_model=Optional[dict]) async def get_function_valves_spec_by_id( request: Request, id: str, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - function = Functions.get_function_by_id(id, db=db) + function = await Functions.get_function_by_id(id, db=db) if function: - function_module, function_type, frontmatter = get_function_module_from_cache( - request, id - ) + function_module, function_type, frontmatter = await get_function_module_from_cache(request, id) - if hasattr(function_module, "Valves"): + if hasattr(function_module, 'Valves'): Valves = function_module.Valves schema = Valves.schema() # Resolve dynamic options for select dropdowns @@ -463,21 +426,19 @@ async def get_function_valves_spec_by_id( ############################ -@router.post("/id/{id}/valves/update", response_model=Optional[dict]) +@router.post('/id/{id}/valves/update', response_model=Optional[dict]) async def update_function_valves_by_id( request: Request, id: str, form_data: dict, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - function = Functions.get_function_by_id(id, db=db) + function = await Functions.get_function_by_id(id, db=db) if function: - function_module, function_type, frontmatter = get_function_module_from_cache( - request, id - ) + function_module, function_type, frontmatter = await get_function_module_from_cache(request, id) - if hasattr(function_module, "Valves"): + if hasattr(function_module, 'Valves'): Valves = function_module.Valves try: @@ -485,10 +446,10 @@ async def update_function_valves_by_id( valves = Valves(**form_data) valves_dict = valves.model_dump(exclude_unset=True) - Functions.update_function_valves_by_id(id, valves_dict, db=db) + await Functions.update_function_valves_by_id(id, valves_dict, db=db) return valves_dict except Exception as e: - log.exception(f"Error updating function values by id {id}: {e}") + log.exception(f'Error updating function values by id {id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), @@ -511,16 +472,12 @@ async def update_function_valves_by_id( ############################ -@router.get("/id/{id}/valves/user", response_model=Optional[dict]) -async def get_function_user_valves_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - function = Functions.get_function_by_id(id, db=db) +@router.get('/id/{id}/valves/user', response_model=Optional[dict]) +async def get_function_user_valves_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + function = await Functions.get_function_by_id(id, db=db) if function: try: - user_valves = Functions.get_user_valves_by_id_and_user_id( - id, user.id, db=db - ) + user_valves = await Functions.get_user_valves_by_id_and_user_id(id, user.id, db=db) return user_valves except Exception as e: raise HTTPException( @@ -534,20 +491,18 @@ async def get_function_user_valves_by_id( ) -@router.get("/id/{id}/valves/user/spec", response_model=Optional[dict]) +@router.get('/id/{id}/valves/user/spec', response_model=Optional[dict]) async def get_function_user_valves_spec_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - function = Functions.get_function_by_id(id, db=db) + function = await Functions.get_function_by_id(id, db=db) if function: - function_module, function_type, frontmatter = get_function_module_from_cache( - request, id - ) + function_module, function_type, frontmatter = await get_function_module_from_cache(request, id) - if hasattr(function_module, "UserValves"): + if hasattr(function_module, 'UserValves'): UserValves = function_module.UserValves schema = UserValves.schema() # Resolve dynamic options for select dropdowns @@ -561,34 +516,30 @@ async def get_function_user_valves_spec_by_id( ) -@router.post("/id/{id}/valves/user/update", response_model=Optional[dict]) +@router.post('/id/{id}/valves/user/update', response_model=Optional[dict]) async def update_function_user_valves_by_id( request: Request, id: str, form_data: dict, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - function = Functions.get_function_by_id(id, db=db) + function = await Functions.get_function_by_id(id, db=db) if function: - function_module, function_type, frontmatter = get_function_module_from_cache( - request, id - ) + function_module, function_type, frontmatter = await get_function_module_from_cache(request, id) - if hasattr(function_module, "UserValves"): + if hasattr(function_module, 'UserValves'): UserValves = function_module.UserValves try: form_data = {k: v for k, v in form_data.items() if v is not None} user_valves = UserValves(**form_data) user_valves_dict = user_valves.model_dump(exclude_unset=True) - Functions.update_user_valves_by_id_and_user_id( - id, user.id, user_valves_dict, db=db - ) + await Functions.update_user_valves_by_id_and_user_id(id, user.id, user_valves_dict, db=db) return user_valves_dict except Exception as e: - log.exception(f"Error updating function user valves by id {id}: {e}") + log.exception(f'Error updating function user valves by id {id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), diff --git a/backend/open_webui/routers/groups.py b/backend/open_webui/routers/groups.py index 3711a52ab4..c45690fc3a 100755 --- a/backend/open_webui/routers/groups.py +++ b/backend/open_webui/routers/groups.py @@ -17,8 +17,8 @@ from open_webui.config import CACHE_DIR from open_webui.constants import ERROR_MESSAGES from fastapi import APIRouter, Depends, HTTPException, Request, status -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession from open_webui.utils.auth import get_admin_user, get_verified_user @@ -31,22 +31,21 @@ router = APIRouter() ############################ -@router.get("/", response_model=list[GroupResponse]) +@router.get('/', response_model=list[GroupResponse]) async def get_groups( share: Optional[bool] = None, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - filter = {} # Admins can share to all groups regardless of share setting - if user.role != "admin": - filter["member_id"] = user.id + if user.role != 'admin': + filter['member_id'] = user.id if share is not None: - filter["share"] = share + filter['share'] = share - groups = Groups.get_groups(filter=filter, db=db) + groups = await Groups.get_groups(filter=filter, db=db) return groups @@ -56,26 +55,26 @@ async def get_groups( ############################ -@router.post("/create", response_model=Optional[GroupResponse]) +@router.post('/create', response_model=Optional[GroupResponse]) async def create_new_group( form_data: GroupForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: - group = Groups.insert_new_group(user.id, form_data, db=db) + group = await Groups.insert_new_group(user.id, form_data, db=db) if group: return GroupResponse( **group.model_dump(), - member_count=Groups.get_group_member_count_by_id(group.id, db=db), + member_count=await Groups.get_group_member_count_by_id(group.id, db=db), ) else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error creating group"), + detail=ERROR_MESSAGES.DEFAULT('Error creating group'), ) except Exception as e: - log.exception(f"Error creating a new group: {e}") + log.exception(f'Error creating a new group: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), @@ -87,15 +86,13 @@ async def create_new_group( ############################ -@router.get("/id/{id}", response_model=Optional[GroupResponse]) -async def get_group_by_id( - id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): - group = Groups.get_group_by_id(id, db=db) +@router.get('/id/{id}', response_model=Optional[GroupResponse]) +async def get_group_by_id(id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + group = await Groups.get_group_by_id(id, db=db) if group: return GroupResponse( **group.model_dump(), - member_count=Groups.get_group_member_count_by_id(group.id, db=db), + member_count=await Groups.get_group_member_count_by_id(group.id, db=db), ) else: raise HTTPException( @@ -104,15 +101,13 @@ async def get_group_by_id( ) -@router.get("/id/{id}/info", response_model=Optional[GroupInfoResponse]) -async def get_group_info_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - group = Groups.get_group_by_id(id, db=db) +@router.get('/id/{id}/info', response_model=Optional[GroupInfoResponse]) +async def get_group_info_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + group = await Groups.get_group_by_id(id, db=db) if group: return GroupInfoResponse( **group.model_dump(), - member_count=Groups.get_group_member_count_by_id(group.id, db=db), + member_count=await Groups.get_group_member_count_by_id(group.id, db=db), ) else: raise HTTPException( @@ -131,16 +126,14 @@ class GroupExportResponse(GroupResponse): pass -@router.get("/id/{id}/export", response_model=Optional[GroupExportResponse]) -async def export_group_by_id( - id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): - group = Groups.get_group_by_id(id, db=db) +@router.get('/id/{id}/export', response_model=Optional[GroupExportResponse]) +async def export_group_by_id(id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + group = await Groups.get_group_by_id(id, db=db) if group: return GroupExportResponse( **group.model_dump(), - member_count=Groups.get_group_member_count_by_id(group.id, db=db), - user_ids=Groups.get_group_user_ids_by_id(group.id, db=db), + member_count=await Groups.get_group_member_count_by_id(group.id, db=db), + user_ids=await Groups.get_group_user_ids_by_id(group.id, db=db), ) else: raise HTTPException( @@ -154,15 +147,13 @@ async def export_group_by_id( ############################ -@router.post("/id/{id}/users", response_model=list[UserInfoResponse]) -async def get_users_in_group( - id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): +@router.post('/id/{id}/users', response_model=list[UserInfoResponse]) +async def get_users_in_group(id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): try: - users = Users.get_users_by_group_id(id, db=db) + users = await Users.get_users_by_group_id(id, db=db) return users except Exception as e: - log.exception(f"Error adding users to group {id}: {e}") + log.exception(f'Error adding users to group {id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), @@ -174,27 +165,27 @@ async def get_users_in_group( ############################ -@router.post("/id/{id}/update", response_model=Optional[GroupResponse]) +@router.post('/id/{id}/update', response_model=Optional[GroupResponse]) async def update_group_by_id( id: str, form_data: GroupUpdateForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: - group = Groups.update_group_by_id(id, form_data, db=db) + group = await Groups.update_group_by_id(id, form_data, db=db) if group: return GroupResponse( **group.model_dump(), - member_count=Groups.get_group_member_count_by_id(group.id, db=db), + member_count=await Groups.get_group_member_count_by_id(group.id, db=db), ) else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating group"), + detail=ERROR_MESSAGES.DEFAULT('Error updating group'), ) except Exception as e: - log.exception(f"Error updating group {id}: {e}") + log.exception(f'Error updating group {id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), @@ -206,57 +197,57 @@ async def update_group_by_id( ############################ -@router.post("/id/{id}/users/add", response_model=Optional[GroupResponse]) +@router.post('/id/{id}/users/add', response_model=Optional[GroupResponse]) async def add_user_to_group( id: str, form_data: UserIdsForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: if form_data.user_ids: - form_data.user_ids = Users.get_valid_user_ids(form_data.user_ids, db=db) + form_data.user_ids = await Users.get_valid_user_ids(form_data.user_ids, db=db) - group = Groups.add_users_to_group(id, form_data.user_ids, db=db) + group = await Groups.add_users_to_group(id, form_data.user_ids, db=db) if group: return GroupResponse( **group.model_dump(), - member_count=Groups.get_group_member_count_by_id(group.id, db=db), + member_count=await Groups.get_group_member_count_by_id(group.id, db=db), ) else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error adding users to group"), + detail=ERROR_MESSAGES.DEFAULT('Error adding users to group'), ) except Exception as e: - log.exception(f"Error adding users to group {id}: {e}") + log.exception(f'Error adding users to group {id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), ) -@router.post("/id/{id}/users/remove", response_model=Optional[GroupResponse]) +@router.post('/id/{id}/users/remove', response_model=Optional[GroupResponse]) async def remove_users_from_group( id: str, form_data: UserIdsForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: - group = Groups.remove_users_from_group(id, form_data.user_ids, db=db) + group = await Groups.remove_users_from_group(id, form_data.user_ids, db=db) if group: return GroupResponse( **group.model_dump(), - member_count=Groups.get_group_member_count_by_id(group.id, db=db), + member_count=await Groups.get_group_member_count_by_id(group.id, db=db), ) else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error removing users from group"), + detail=ERROR_MESSAGES.DEFAULT('Error removing users from group'), ) except Exception as e: - log.exception(f"Error removing users from group {id}: {e}") + log.exception(f'Error removing users from group {id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), @@ -268,21 +259,19 @@ async def remove_users_from_group( ############################ -@router.delete("/id/{id}/delete", response_model=bool) -async def delete_group_by_id( - id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): +@router.delete('/id/{id}/delete', response_model=bool) +async def delete_group_by_id(id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): try: - result = Groups.delete_group_by_id(id, db=db) + result = await Groups.delete_group_by_id(id, db=db) if result: return result else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error deleting group"), + detail=ERROR_MESSAGES.DEFAULT('Error deleting group'), ) except Exception as e: - log.exception(f"Error deleting group {id}: {e}") + log.exception(f'Error deleting group {id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(e), diff --git a/backend/open_webui/routers/images.py b/backend/open_webui/routers/images.py index 48209fc05c..fb3bc1cec5 100644 --- a/backend/open_webui/routers/images.py +++ b/backend/open_webui/routers/images.py @@ -28,8 +28,8 @@ from open_webui.routers.files import upload_file_handler, get_file_content_by_id from open_webui.utils.auth import get_admin_user, get_verified_user from open_webui.utils.access_control import has_permission from open_webui.utils.headers import include_user_info_headers -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession from open_webui.utils.images.comfyui import ( ComfyUICreateImageForm, ComfyUIEditImageForm, @@ -42,67 +42,67 @@ from pydantic import BaseModel log = logging.getLogger(__name__) -IMAGE_CACHE_DIR = CACHE_DIR / "image" / "generations" +# An image can lie as easily as it can illuminate. Let what +# is generated here be honest about what it shows. +IMAGE_CACHE_DIR = CACHE_DIR / 'image' / 'generations' IMAGE_CACHE_DIR.mkdir(parents=True, exist_ok=True) router = APIRouter() def set_image_model(request: Request, model: str): - log.info(f"Setting image model to {model}") + log.info(f'Setting image model to {model}') request.app.state.config.IMAGE_GENERATION_MODEL = model - if request.app.state.config.IMAGE_GENERATION_ENGINE in ["", "automatic1111"]: + if request.app.state.config.IMAGE_GENERATION_ENGINE in ['', 'automatic1111']: api_auth = get_automatic1111_api_auth(request) try: r = requests.get( - url=f"{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options", - headers={"authorization": api_auth}, + url=f'{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options', + headers={'authorization': api_auth}, ) options = r.json() - if model != options["sd_model_checkpoint"]: - options["sd_model_checkpoint"] = model + if model != options['sd_model_checkpoint']: + options['sd_model_checkpoint'] = model r = requests.post( - url=f"{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options", + url=f'{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options', json=options, - headers={"authorization": api_auth}, + headers={'authorization': api_auth}, ) except Exception as e: - log.debug(f"{e}") + log.debug(f'{e}') return request.app.state.config.IMAGE_GENERATION_MODEL def get_image_model(request): - if request.app.state.config.IMAGE_GENERATION_ENGINE == "openai": + if request.app.state.config.IMAGE_GENERATION_ENGINE == 'openai': return ( request.app.state.config.IMAGE_GENERATION_MODEL if request.app.state.config.IMAGE_GENERATION_MODEL - else "dall-e-2" + else 'dall-e-2' ) - elif request.app.state.config.IMAGE_GENERATION_ENGINE == "gemini": + elif request.app.state.config.IMAGE_GENERATION_ENGINE == 'gemini': return ( request.app.state.config.IMAGE_GENERATION_MODEL if request.app.state.config.IMAGE_GENERATION_MODEL - else "imagen-3.0-generate-002" + else 'imagen-3.0-generate-002' ) - elif request.app.state.config.IMAGE_GENERATION_ENGINE == "comfyui": + elif request.app.state.config.IMAGE_GENERATION_ENGINE == 'comfyui': return ( - request.app.state.config.IMAGE_GENERATION_MODEL - if request.app.state.config.IMAGE_GENERATION_MODEL - else "" + request.app.state.config.IMAGE_GENERATION_MODEL if request.app.state.config.IMAGE_GENERATION_MODEL else '' ) elif ( - request.app.state.config.IMAGE_GENERATION_ENGINE == "automatic1111" - or request.app.state.config.IMAGE_GENERATION_ENGINE == "" + request.app.state.config.IMAGE_GENERATION_ENGINE == 'automatic1111' + or request.app.state.config.IMAGE_GENERATION_ENGINE == '' ): try: r = requests.get( - url=f"{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options", - headers={"authorization": get_automatic1111_api_auth(request)}, + url=f'{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options', + headers={'authorization': get_automatic1111_api_auth(request)}, ) options = r.json() - return options["sd_model_checkpoint"] + return options['sd_model_checkpoint'] except Exception as e: request.app.state.config.ENABLE_IMAGE_GENERATION = False raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e)) @@ -151,79 +151,71 @@ class ImagesConfig(BaseModel): IMAGES_EDIT_COMFYUI_WORKFLOW_NODES: list[dict] -@router.get("/config", response_model=ImagesConfig) +@router.get('/config', response_model=ImagesConfig) async def get_config(request: Request, user=Depends(get_admin_user)): return { - "ENABLE_IMAGE_GENERATION": request.app.state.config.ENABLE_IMAGE_GENERATION, - "ENABLE_IMAGE_PROMPT_GENERATION": request.app.state.config.ENABLE_IMAGE_PROMPT_GENERATION, - "IMAGE_GENERATION_ENGINE": request.app.state.config.IMAGE_GENERATION_ENGINE, - "IMAGE_GENERATION_MODEL": request.app.state.config.IMAGE_GENERATION_MODEL, - "IMAGE_SIZE": request.app.state.config.IMAGE_SIZE, - "IMAGE_STEPS": request.app.state.config.IMAGE_STEPS, - "IMAGES_OPENAI_API_BASE_URL": request.app.state.config.IMAGES_OPENAI_API_BASE_URL, - "IMAGES_OPENAI_API_KEY": request.app.state.config.IMAGES_OPENAI_API_KEY, - "IMAGES_OPENAI_API_VERSION": request.app.state.config.IMAGES_OPENAI_API_VERSION, - "IMAGES_OPENAI_API_PARAMS": request.app.state.config.IMAGES_OPENAI_API_PARAMS, - "AUTOMATIC1111_BASE_URL": request.app.state.config.AUTOMATIC1111_BASE_URL, - "AUTOMATIC1111_API_AUTH": request.app.state.config.AUTOMATIC1111_API_AUTH, - "AUTOMATIC1111_PARAMS": request.app.state.config.AUTOMATIC1111_PARAMS, - "COMFYUI_BASE_URL": request.app.state.config.COMFYUI_BASE_URL, - "COMFYUI_API_KEY": request.app.state.config.COMFYUI_API_KEY, - "COMFYUI_WORKFLOW": request.app.state.config.COMFYUI_WORKFLOW, - "COMFYUI_WORKFLOW_NODES": request.app.state.config.COMFYUI_WORKFLOW_NODES, - "IMAGES_GEMINI_API_BASE_URL": request.app.state.config.IMAGES_GEMINI_API_BASE_URL, - "IMAGES_GEMINI_API_KEY": request.app.state.config.IMAGES_GEMINI_API_KEY, - "IMAGES_GEMINI_ENDPOINT_METHOD": request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD, - "ENABLE_IMAGE_EDIT": request.app.state.config.ENABLE_IMAGE_EDIT, - "IMAGE_EDIT_ENGINE": request.app.state.config.IMAGE_EDIT_ENGINE, - "IMAGE_EDIT_MODEL": request.app.state.config.IMAGE_EDIT_MODEL, - "IMAGE_EDIT_SIZE": request.app.state.config.IMAGE_EDIT_SIZE, - "IMAGES_EDIT_OPENAI_API_BASE_URL": request.app.state.config.IMAGES_EDIT_OPENAI_API_BASE_URL, - "IMAGES_EDIT_OPENAI_API_KEY": request.app.state.config.IMAGES_EDIT_OPENAI_API_KEY, - "IMAGES_EDIT_OPENAI_API_VERSION": request.app.state.config.IMAGES_EDIT_OPENAI_API_VERSION, - "IMAGES_EDIT_GEMINI_API_BASE_URL": request.app.state.config.IMAGES_EDIT_GEMINI_API_BASE_URL, - "IMAGES_EDIT_GEMINI_API_KEY": request.app.state.config.IMAGES_EDIT_GEMINI_API_KEY, - "IMAGES_EDIT_COMFYUI_BASE_URL": request.app.state.config.IMAGES_EDIT_COMFYUI_BASE_URL, - "IMAGES_EDIT_COMFYUI_API_KEY": request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY, - "IMAGES_EDIT_COMFYUI_WORKFLOW": request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW, - "IMAGES_EDIT_COMFYUI_WORKFLOW_NODES": request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES, + 'ENABLE_IMAGE_GENERATION': request.app.state.config.ENABLE_IMAGE_GENERATION, + 'ENABLE_IMAGE_PROMPT_GENERATION': request.app.state.config.ENABLE_IMAGE_PROMPT_GENERATION, + 'IMAGE_GENERATION_ENGINE': request.app.state.config.IMAGE_GENERATION_ENGINE, + 'IMAGE_GENERATION_MODEL': request.app.state.config.IMAGE_GENERATION_MODEL, + 'IMAGE_SIZE': request.app.state.config.IMAGE_SIZE, + 'IMAGE_STEPS': request.app.state.config.IMAGE_STEPS, + 'IMAGES_OPENAI_API_BASE_URL': request.app.state.config.IMAGES_OPENAI_API_BASE_URL, + 'IMAGES_OPENAI_API_KEY': request.app.state.config.IMAGES_OPENAI_API_KEY, + 'IMAGES_OPENAI_API_VERSION': request.app.state.config.IMAGES_OPENAI_API_VERSION, + 'IMAGES_OPENAI_API_PARAMS': request.app.state.config.IMAGES_OPENAI_API_PARAMS, + 'AUTOMATIC1111_BASE_URL': request.app.state.config.AUTOMATIC1111_BASE_URL, + 'AUTOMATIC1111_API_AUTH': request.app.state.config.AUTOMATIC1111_API_AUTH, + 'AUTOMATIC1111_PARAMS': request.app.state.config.AUTOMATIC1111_PARAMS, + 'COMFYUI_BASE_URL': request.app.state.config.COMFYUI_BASE_URL, + 'COMFYUI_API_KEY': request.app.state.config.COMFYUI_API_KEY, + 'COMFYUI_WORKFLOW': request.app.state.config.COMFYUI_WORKFLOW, + 'COMFYUI_WORKFLOW_NODES': request.app.state.config.COMFYUI_WORKFLOW_NODES, + 'IMAGES_GEMINI_API_BASE_URL': request.app.state.config.IMAGES_GEMINI_API_BASE_URL, + 'IMAGES_GEMINI_API_KEY': request.app.state.config.IMAGES_GEMINI_API_KEY, + 'IMAGES_GEMINI_ENDPOINT_METHOD': request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD, + 'ENABLE_IMAGE_EDIT': request.app.state.config.ENABLE_IMAGE_EDIT, + 'IMAGE_EDIT_ENGINE': request.app.state.config.IMAGE_EDIT_ENGINE, + 'IMAGE_EDIT_MODEL': request.app.state.config.IMAGE_EDIT_MODEL, + 'IMAGE_EDIT_SIZE': request.app.state.config.IMAGE_EDIT_SIZE, + 'IMAGES_EDIT_OPENAI_API_BASE_URL': request.app.state.config.IMAGES_EDIT_OPENAI_API_BASE_URL, + 'IMAGES_EDIT_OPENAI_API_KEY': request.app.state.config.IMAGES_EDIT_OPENAI_API_KEY, + 'IMAGES_EDIT_OPENAI_API_VERSION': request.app.state.config.IMAGES_EDIT_OPENAI_API_VERSION, + 'IMAGES_EDIT_GEMINI_API_BASE_URL': request.app.state.config.IMAGES_EDIT_GEMINI_API_BASE_URL, + 'IMAGES_EDIT_GEMINI_API_KEY': request.app.state.config.IMAGES_EDIT_GEMINI_API_KEY, + 'IMAGES_EDIT_COMFYUI_BASE_URL': request.app.state.config.IMAGES_EDIT_COMFYUI_BASE_URL, + 'IMAGES_EDIT_COMFYUI_API_KEY': request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY, + 'IMAGES_EDIT_COMFYUI_WORKFLOW': request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW, + 'IMAGES_EDIT_COMFYUI_WORKFLOW_NODES': request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES, } -@router.post("/config/update") -async def update_config( - request: Request, form_data: ImagesConfig, user=Depends(get_admin_user) -): +@router.post('/config/update') +async def update_config(request: Request, form_data: ImagesConfig, user=Depends(get_admin_user)): request.app.state.config.ENABLE_IMAGE_GENERATION = form_data.ENABLE_IMAGE_GENERATION # Create Image - request.app.state.config.ENABLE_IMAGE_PROMPT_GENERATION = ( - form_data.ENABLE_IMAGE_PROMPT_GENERATION - ) + request.app.state.config.ENABLE_IMAGE_PROMPT_GENERATION = form_data.ENABLE_IMAGE_PROMPT_GENERATION request.app.state.config.IMAGE_GENERATION_ENGINE = form_data.IMAGE_GENERATION_ENGINE set_image_model(request, form_data.IMAGE_GENERATION_MODEL) - if form_data.IMAGE_SIZE == "auto" and not re.match( + if form_data.IMAGE_SIZE == 'auto' and not re.match( IMAGE_AUTO_SIZE_MODELS_REGEX_PATTERN, form_data.IMAGE_GENERATION_MODEL ): raise HTTPException( status_code=400, detail=ERROR_MESSAGES.INCORRECT_FORMAT( - f" (auto is only allowed with models matching {IMAGE_AUTO_SIZE_MODELS_REGEX_PATTERN})." + f' (auto is only allowed with models matching {IMAGE_AUTO_SIZE_MODELS_REGEX_PATTERN}).' ), ) - pattern = r"^\d+x\d+$" - if ( - form_data.IMAGE_SIZE == "auto" - or form_data.IMAGE_SIZE == "" - or re.match(pattern, form_data.IMAGE_SIZE) - ): + pattern = r'^\d+x\d+$' + if form_data.IMAGE_SIZE == 'auto' or form_data.IMAGE_SIZE == '' or re.match(pattern, form_data.IMAGE_SIZE): request.app.state.config.IMAGE_SIZE = form_data.IMAGE_SIZE else: raise HTTPException( status_code=400, - detail=ERROR_MESSAGES.INCORRECT_FORMAT(" (e.g., 512x512)."), + detail=ERROR_MESSAGES.INCORRECT_FORMAT(' (e.g., 512x512).'), ) if form_data.IMAGE_STEPS >= 0: @@ -231,36 +223,26 @@ async def update_config( else: raise HTTPException( status_code=400, - detail=ERROR_MESSAGES.INCORRECT_FORMAT(" (e.g., 50)."), + detail=ERROR_MESSAGES.INCORRECT_FORMAT(' (e.g., 50).'), ) - request.app.state.config.IMAGES_OPENAI_API_BASE_URL = ( - form_data.IMAGES_OPENAI_API_BASE_URL - ) + request.app.state.config.IMAGES_OPENAI_API_BASE_URL = form_data.IMAGES_OPENAI_API_BASE_URL request.app.state.config.IMAGES_OPENAI_API_KEY = form_data.IMAGES_OPENAI_API_KEY - request.app.state.config.IMAGES_OPENAI_API_VERSION = ( - form_data.IMAGES_OPENAI_API_VERSION - ) - request.app.state.config.IMAGES_OPENAI_API_PARAMS = ( - form_data.IMAGES_OPENAI_API_PARAMS - ) + request.app.state.config.IMAGES_OPENAI_API_VERSION = form_data.IMAGES_OPENAI_API_VERSION + request.app.state.config.IMAGES_OPENAI_API_PARAMS = form_data.IMAGES_OPENAI_API_PARAMS request.app.state.config.AUTOMATIC1111_BASE_URL = form_data.AUTOMATIC1111_BASE_URL request.app.state.config.AUTOMATIC1111_API_AUTH = form_data.AUTOMATIC1111_API_AUTH request.app.state.config.AUTOMATIC1111_PARAMS = form_data.AUTOMATIC1111_PARAMS - request.app.state.config.COMFYUI_BASE_URL = form_data.COMFYUI_BASE_URL.strip("/") + request.app.state.config.COMFYUI_BASE_URL = form_data.COMFYUI_BASE_URL.strip('/') request.app.state.config.COMFYUI_API_KEY = form_data.COMFYUI_API_KEY request.app.state.config.COMFYUI_WORKFLOW = form_data.COMFYUI_WORKFLOW request.app.state.config.COMFYUI_WORKFLOW_NODES = form_data.COMFYUI_WORKFLOW_NODES - request.app.state.config.IMAGES_GEMINI_API_BASE_URL = ( - form_data.IMAGES_GEMINI_API_BASE_URL - ) + request.app.state.config.IMAGES_GEMINI_API_BASE_URL = form_data.IMAGES_GEMINI_API_BASE_URL request.app.state.config.IMAGES_GEMINI_API_KEY = form_data.IMAGES_GEMINI_API_KEY - request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD = ( - form_data.IMAGES_GEMINI_ENDPOINT_METHOD - ) + request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD = form_data.IMAGES_GEMINI_ENDPOINT_METHOD # Edit Image request.app.state.config.ENABLE_IMAGE_EDIT = form_data.ENABLE_IMAGE_EDIT @@ -268,107 +250,85 @@ async def update_config( request.app.state.config.IMAGE_EDIT_MODEL = form_data.IMAGE_EDIT_MODEL request.app.state.config.IMAGE_EDIT_SIZE = form_data.IMAGE_EDIT_SIZE - request.app.state.config.IMAGES_EDIT_OPENAI_API_BASE_URL = ( - form_data.IMAGES_EDIT_OPENAI_API_BASE_URL - ) - request.app.state.config.IMAGES_EDIT_OPENAI_API_KEY = ( - form_data.IMAGES_EDIT_OPENAI_API_KEY - ) - request.app.state.config.IMAGES_EDIT_OPENAI_API_VERSION = ( - form_data.IMAGES_EDIT_OPENAI_API_VERSION - ) + request.app.state.config.IMAGES_EDIT_OPENAI_API_BASE_URL = form_data.IMAGES_EDIT_OPENAI_API_BASE_URL + request.app.state.config.IMAGES_EDIT_OPENAI_API_KEY = form_data.IMAGES_EDIT_OPENAI_API_KEY + request.app.state.config.IMAGES_EDIT_OPENAI_API_VERSION = form_data.IMAGES_EDIT_OPENAI_API_VERSION - request.app.state.config.IMAGES_EDIT_GEMINI_API_BASE_URL = ( - form_data.IMAGES_EDIT_GEMINI_API_BASE_URL - ) - request.app.state.config.IMAGES_EDIT_GEMINI_API_KEY = ( - form_data.IMAGES_EDIT_GEMINI_API_KEY - ) + request.app.state.config.IMAGES_EDIT_GEMINI_API_BASE_URL = form_data.IMAGES_EDIT_GEMINI_API_BASE_URL + request.app.state.config.IMAGES_EDIT_GEMINI_API_KEY = form_data.IMAGES_EDIT_GEMINI_API_KEY - request.app.state.config.IMAGES_EDIT_COMFYUI_BASE_URL = ( - form_data.IMAGES_EDIT_COMFYUI_BASE_URL.strip("/") - ) - request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY = ( - form_data.IMAGES_EDIT_COMFYUI_API_KEY - ) - request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW = ( - form_data.IMAGES_EDIT_COMFYUI_WORKFLOW - ) - request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES = ( - form_data.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES - ) + request.app.state.config.IMAGES_EDIT_COMFYUI_BASE_URL = form_data.IMAGES_EDIT_COMFYUI_BASE_URL.strip('/') + request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY = form_data.IMAGES_EDIT_COMFYUI_API_KEY + request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW = form_data.IMAGES_EDIT_COMFYUI_WORKFLOW + request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES = form_data.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES return { - "ENABLE_IMAGE_GENERATION": request.app.state.config.ENABLE_IMAGE_GENERATION, - "ENABLE_IMAGE_PROMPT_GENERATION": request.app.state.config.ENABLE_IMAGE_PROMPT_GENERATION, - "IMAGE_GENERATION_ENGINE": request.app.state.config.IMAGE_GENERATION_ENGINE, - "IMAGE_GENERATION_MODEL": request.app.state.config.IMAGE_GENERATION_MODEL, - "IMAGE_SIZE": request.app.state.config.IMAGE_SIZE, - "IMAGE_STEPS": request.app.state.config.IMAGE_STEPS, - "IMAGES_OPENAI_API_BASE_URL": request.app.state.config.IMAGES_OPENAI_API_BASE_URL, - "IMAGES_OPENAI_API_KEY": request.app.state.config.IMAGES_OPENAI_API_KEY, - "IMAGES_OPENAI_API_VERSION": request.app.state.config.IMAGES_OPENAI_API_VERSION, - "IMAGES_OPENAI_API_PARAMS": request.app.state.config.IMAGES_OPENAI_API_PARAMS, - "AUTOMATIC1111_BASE_URL": request.app.state.config.AUTOMATIC1111_BASE_URL, - "AUTOMATIC1111_API_AUTH": request.app.state.config.AUTOMATIC1111_API_AUTH, - "AUTOMATIC1111_PARAMS": request.app.state.config.AUTOMATIC1111_PARAMS, - "COMFYUI_BASE_URL": request.app.state.config.COMFYUI_BASE_URL, - "COMFYUI_API_KEY": request.app.state.config.COMFYUI_API_KEY, - "COMFYUI_WORKFLOW": request.app.state.config.COMFYUI_WORKFLOW, - "COMFYUI_WORKFLOW_NODES": request.app.state.config.COMFYUI_WORKFLOW_NODES, - "IMAGES_GEMINI_API_BASE_URL": request.app.state.config.IMAGES_GEMINI_API_BASE_URL, - "IMAGES_GEMINI_API_KEY": request.app.state.config.IMAGES_GEMINI_API_KEY, - "IMAGES_GEMINI_ENDPOINT_METHOD": request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD, - "ENABLE_IMAGE_EDIT": request.app.state.config.ENABLE_IMAGE_EDIT, - "IMAGE_EDIT_ENGINE": request.app.state.config.IMAGE_EDIT_ENGINE, - "IMAGE_EDIT_MODEL": request.app.state.config.IMAGE_EDIT_MODEL, - "IMAGE_EDIT_SIZE": request.app.state.config.IMAGE_EDIT_SIZE, - "IMAGES_EDIT_OPENAI_API_BASE_URL": request.app.state.config.IMAGES_EDIT_OPENAI_API_BASE_URL, - "IMAGES_EDIT_OPENAI_API_KEY": request.app.state.config.IMAGES_EDIT_OPENAI_API_KEY, - "IMAGES_EDIT_OPENAI_API_VERSION": request.app.state.config.IMAGES_EDIT_OPENAI_API_VERSION, - "IMAGES_EDIT_GEMINI_API_BASE_URL": request.app.state.config.IMAGES_EDIT_GEMINI_API_BASE_URL, - "IMAGES_EDIT_GEMINI_API_KEY": request.app.state.config.IMAGES_EDIT_GEMINI_API_KEY, - "IMAGES_EDIT_COMFYUI_BASE_URL": request.app.state.config.IMAGES_EDIT_COMFYUI_BASE_URL, - "IMAGES_EDIT_COMFYUI_API_KEY": request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY, - "IMAGES_EDIT_COMFYUI_WORKFLOW": request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW, - "IMAGES_EDIT_COMFYUI_WORKFLOW_NODES": request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES, + 'ENABLE_IMAGE_GENERATION': request.app.state.config.ENABLE_IMAGE_GENERATION, + 'ENABLE_IMAGE_PROMPT_GENERATION': request.app.state.config.ENABLE_IMAGE_PROMPT_GENERATION, + 'IMAGE_GENERATION_ENGINE': request.app.state.config.IMAGE_GENERATION_ENGINE, + 'IMAGE_GENERATION_MODEL': request.app.state.config.IMAGE_GENERATION_MODEL, + 'IMAGE_SIZE': request.app.state.config.IMAGE_SIZE, + 'IMAGE_STEPS': request.app.state.config.IMAGE_STEPS, + 'IMAGES_OPENAI_API_BASE_URL': request.app.state.config.IMAGES_OPENAI_API_BASE_URL, + 'IMAGES_OPENAI_API_KEY': request.app.state.config.IMAGES_OPENAI_API_KEY, + 'IMAGES_OPENAI_API_VERSION': request.app.state.config.IMAGES_OPENAI_API_VERSION, + 'IMAGES_OPENAI_API_PARAMS': request.app.state.config.IMAGES_OPENAI_API_PARAMS, + 'AUTOMATIC1111_BASE_URL': request.app.state.config.AUTOMATIC1111_BASE_URL, + 'AUTOMATIC1111_API_AUTH': request.app.state.config.AUTOMATIC1111_API_AUTH, + 'AUTOMATIC1111_PARAMS': request.app.state.config.AUTOMATIC1111_PARAMS, + 'COMFYUI_BASE_URL': request.app.state.config.COMFYUI_BASE_URL, + 'COMFYUI_API_KEY': request.app.state.config.COMFYUI_API_KEY, + 'COMFYUI_WORKFLOW': request.app.state.config.COMFYUI_WORKFLOW, + 'COMFYUI_WORKFLOW_NODES': request.app.state.config.COMFYUI_WORKFLOW_NODES, + 'IMAGES_GEMINI_API_BASE_URL': request.app.state.config.IMAGES_GEMINI_API_BASE_URL, + 'IMAGES_GEMINI_API_KEY': request.app.state.config.IMAGES_GEMINI_API_KEY, + 'IMAGES_GEMINI_ENDPOINT_METHOD': request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD, + 'ENABLE_IMAGE_EDIT': request.app.state.config.ENABLE_IMAGE_EDIT, + 'IMAGE_EDIT_ENGINE': request.app.state.config.IMAGE_EDIT_ENGINE, + 'IMAGE_EDIT_MODEL': request.app.state.config.IMAGE_EDIT_MODEL, + 'IMAGE_EDIT_SIZE': request.app.state.config.IMAGE_EDIT_SIZE, + 'IMAGES_EDIT_OPENAI_API_BASE_URL': request.app.state.config.IMAGES_EDIT_OPENAI_API_BASE_URL, + 'IMAGES_EDIT_OPENAI_API_KEY': request.app.state.config.IMAGES_EDIT_OPENAI_API_KEY, + 'IMAGES_EDIT_OPENAI_API_VERSION': request.app.state.config.IMAGES_EDIT_OPENAI_API_VERSION, + 'IMAGES_EDIT_GEMINI_API_BASE_URL': request.app.state.config.IMAGES_EDIT_GEMINI_API_BASE_URL, + 'IMAGES_EDIT_GEMINI_API_KEY': request.app.state.config.IMAGES_EDIT_GEMINI_API_KEY, + 'IMAGES_EDIT_COMFYUI_BASE_URL': request.app.state.config.IMAGES_EDIT_COMFYUI_BASE_URL, + 'IMAGES_EDIT_COMFYUI_API_KEY': request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY, + 'IMAGES_EDIT_COMFYUI_WORKFLOW': request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW, + 'IMAGES_EDIT_COMFYUI_WORKFLOW_NODES': request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES, } def get_automatic1111_api_auth(request: Request): if request.app.state.config.AUTOMATIC1111_API_AUTH is None: - return "" + return '' else: - auth1111_byte_string = request.app.state.config.AUTOMATIC1111_API_AUTH.encode( - "utf-8" - ) + auth1111_byte_string = request.app.state.config.AUTOMATIC1111_API_AUTH.encode('utf-8') auth1111_base64_encoded_bytes = base64.b64encode(auth1111_byte_string) - auth1111_base64_encoded_string = auth1111_base64_encoded_bytes.decode("utf-8") - return f"Basic {auth1111_base64_encoded_string}" + auth1111_base64_encoded_string = auth1111_base64_encoded_bytes.decode('utf-8') + return f'Basic {auth1111_base64_encoded_string}' -@router.get("/config/url/verify") +@router.get('/config/url/verify') async def verify_url(request: Request, user=Depends(get_admin_user)): - if request.app.state.config.IMAGE_GENERATION_ENGINE == "automatic1111": + if request.app.state.config.IMAGE_GENERATION_ENGINE == 'automatic1111': try: r = requests.get( - url=f"{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options", - headers={"authorization": get_automatic1111_api_auth(request)}, + url=f'{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/options', + headers={'authorization': get_automatic1111_api_auth(request)}, ) r.raise_for_status() return True except Exception: request.app.state.config.ENABLE_IMAGE_GENERATION = False raise HTTPException(status_code=400, detail=ERROR_MESSAGES.INVALID_URL) - elif request.app.state.config.IMAGE_GENERATION_ENGINE == "comfyui": + elif request.app.state.config.IMAGE_GENERATION_ENGINE == 'comfyui': headers = None if request.app.state.config.COMFYUI_API_KEY: - headers = { - "Authorization": f"Bearer {request.app.state.config.COMFYUI_API_KEY}" - } + headers = {'Authorization': f'Bearer {request.app.state.config.COMFYUI_API_KEY}'} try: r = requests.get( - url=f"{request.app.state.config.COMFYUI_BASE_URL}/object_info", + url=f'{request.app.state.config.COMFYUI_BASE_URL}/object_info', headers=headers, ) r.raise_for_status() @@ -380,27 +340,25 @@ async def verify_url(request: Request, user=Depends(get_admin_user)): return True -@router.get("/models") -def get_models(request: Request, user=Depends(get_verified_user)): +@router.get('/models') +async def get_models(request: Request, user=Depends(get_verified_user)): try: - if request.app.state.config.IMAGE_GENERATION_ENGINE == "openai": + if request.app.state.config.IMAGE_GENERATION_ENGINE == 'openai': return [ - {"id": "dall-e-2", "name": "DALL·E 2"}, - {"id": "dall-e-3", "name": "DALL·E 3"}, - {"id": "gpt-image-1", "name": "GPT-IMAGE 1"}, - {"id": "gpt-image-1.5", "name": "GPT-IMAGE 1.5"}, + {'id': 'dall-e-2', 'name': 'DALL·E 2'}, + {'id': 'dall-e-3', 'name': 'DALL·E 3'}, + {'id': 'gpt-image-1', 'name': 'GPT-IMAGE 1'}, + {'id': 'gpt-image-1.5', 'name': 'GPT-IMAGE 1.5'}, ] - elif request.app.state.config.IMAGE_GENERATION_ENGINE == "gemini": + elif request.app.state.config.IMAGE_GENERATION_ENGINE == 'gemini': return [ - {"id": "imagen-3.0-generate-002", "name": "imagen-3.0 generate-002"}, + {'id': 'imagen-3.0-generate-002', 'name': 'imagen-3.0 generate-002'}, ] - elif request.app.state.config.IMAGE_GENERATION_ENGINE == "comfyui": + elif request.app.state.config.IMAGE_GENERATION_ENGINE == 'comfyui': # TODO - get models from comfyui - headers = { - "Authorization": f"Bearer {request.app.state.config.COMFYUI_API_KEY}" - } + headers = {'Authorization': f'Bearer {request.app.state.config.COMFYUI_API_KEY}'} r = requests.get( - url=f"{request.app.state.config.COMFYUI_BASE_URL}/object_info", + url=f'{request.app.state.config.COMFYUI_BASE_URL}/object_info', headers=headers, ) info = r.json() @@ -409,52 +367,46 @@ def get_models(request: Request, user=Depends(get_verified_user)): model_node_id = None for node in request.app.state.config.COMFYUI_WORKFLOW_NODES: - if node["type"] == "model": - if node["node_ids"]: - model_node_id = node["node_ids"][0] + if node['type'] == 'model': + if node['node_ids']: + model_node_id = node['node_ids'][0] break if model_node_id: model_list_key = None - log.info(workflow[model_node_id]["class_type"]) - for key in info[workflow[model_node_id]["class_type"]]["input"][ - "required" - ]: - if "_name" in key: + log.info(workflow[model_node_id]['class_type']) + for key in info[workflow[model_node_id]['class_type']]['input']['required']: + if '_name' in key: model_list_key = key break if model_list_key: return list( map( - lambda model: {"id": model, "name": model}, - info[workflow[model_node_id]["class_type"]]["input"][ - "required" - ][model_list_key][0], + lambda model: {'id': model, 'name': model}, + info[workflow[model_node_id]['class_type']]['input']['required'][model_list_key][0], ) ) else: return list( map( - lambda model: {"id": model, "name": model}, - info["CheckpointLoaderSimple"]["input"]["required"][ - "ckpt_name" - ][0], + lambda model: {'id': model, 'name': model}, + info['CheckpointLoaderSimple']['input']['required']['ckpt_name'][0], ) ) elif ( - request.app.state.config.IMAGE_GENERATION_ENGINE == "automatic1111" - or request.app.state.config.IMAGE_GENERATION_ENGINE == "" + request.app.state.config.IMAGE_GENERATION_ENGINE == 'automatic1111' + or request.app.state.config.IMAGE_GENERATION_ENGINE == '' ): r = requests.get( - url=f"{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/sd-models", - headers={"authorization": get_automatic1111_api_auth(request)}, + url=f'{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/sd-models', + headers={'authorization': get_automatic1111_api_auth(request)}, ) models = r.json() return list( map( - lambda model: {"id": model["title"], "name": model["model_name"]}, + lambda model: {'id': model['title'], 'name': model['model_name']}, models, ) ) @@ -477,43 +429,43 @@ GenerateImageForm = CreateImageForm # Alias for backward compatibility def get_image_data(data: str, headers=None): try: - if data.startswith("http://") or data.startswith("https://"): + if data.startswith('http://') or data.startswith('https://'): if headers: r = requests.get(data, headers=headers) else: r = requests.get(data) r.raise_for_status() - if r.headers["content-type"].split("/")[0] == "image": - mime_type = r.headers["content-type"] + if r.headers['content-type'].split('/')[0] == 'image': + mime_type = r.headers['content-type'] return r.content, mime_type else: - log.error("Url does not point to an image.") + log.error('Url does not point to an image.') return None else: - if "," in data: - header, encoded = data.split(",", 1) - mime_type = header.split(";")[0].lstrip("data:") + if ',' in data: + header, encoded = data.split(',', 1) + mime_type = header.split(';')[0].lstrip('data:') img_data = base64.b64decode(encoded) else: - mime_type = "image/png" + mime_type = 'image/png' img_data = base64.b64decode(data) return img_data, mime_type except Exception as e: - log.exception(f"Error loading image data: {e}") + log.exception(f'Error loading image data: {e}') return None, None -def upload_image(request, image_data, content_type, metadata, user, db=None): +async def upload_image(request, image_data, content_type, metadata, user, db=None): image_format = mimetypes.guess_extension(content_type) file = UploadFile( file=io.BytesIO(image_data), - filename=f"generated-image{image_format}", # will be converted to a unique ID on upload_file + filename=f'generated-image{image_format}', # will be converted to a unique ID on upload_file headers={ - "content-type": content_type, + 'content-type': content_type, }, ) - file_item = upload_file_handler( + file_item = await upload_file_handler( request, file=file, metadata=metadata, @@ -523,11 +475,11 @@ def upload_image(request, image_data, content_type, metadata, user, db=None): if file_item and file_item.id: # If chat_id and message_id are provided in metadata, link the file to the chat message - chat_id = metadata.get("chat_id") - message_id = metadata.get("message_id") + chat_id = metadata.get('chat_id') + message_id = metadata.get('message_id') if chat_id and message_id: - Chats.insert_chat_files( + await Chats.insert_chat_files( chat_id=chat_id, message_id=message_id, file_ids=[file_item.id], @@ -535,22 +487,20 @@ def upload_image(request, image_data, content_type, metadata, user, db=None): db=db, ) - url = request.app.url_path_for("get_file_content_by_id", id=file_item.id) + url = request.app.url_path_for('get_file_content_by_id', id=file_item.id) return file_item, url -@router.post("/generations") -async def generate_images( - request: Request, form_data: CreateImageForm, user=Depends(get_verified_user) -): +@router.post('/generations') +async def generate_images(request: Request, form_data: CreateImageForm, user=Depends(get_verified_user)): if not request.app.state.config.ENABLE_IMAGE_GENERATION: raise HTTPException( status_code=403, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - if user.role != "admin" and not has_permission( - user.id, "features.image_generation", request.app.state.config.USER_PERMISSIONS + if user.role != 'admin' and not await has_permission( + user.id, 'features.image_generation', request.app.state.config.USER_PERMISSIONS ): raise HTTPException( status_code=403, @@ -570,17 +520,14 @@ async def image_generations( # This is only relevant when the user has set IMAGE_SIZE to 'auto' with an # image model other than gpt-image-1, which is warned about on settings save - size = "512x512" - if ( - request.app.state.config.IMAGE_SIZE - and "x" in request.app.state.config.IMAGE_SIZE - ): + size = '512x512' + if request.app.state.config.IMAGE_SIZE and 'x' in request.app.state.config.IMAGE_SIZE: size = request.app.state.config.IMAGE_SIZE - if form_data.size and "x" in form_data.size: + if form_data.size and 'x' in form_data.size: size = form_data.size - width, height = tuple(map(int, size.split("x"))) + width, height = tuple(map(int, size.split('x'))) metadata = metadata or {} @@ -588,36 +535,31 @@ async def image_generations( r = None try: - if request.app.state.config.IMAGE_GENERATION_ENGINE == "openai": - + if request.app.state.config.IMAGE_GENERATION_ENGINE == 'openai': headers = { - "Authorization": f"Bearer {request.app.state.config.IMAGES_OPENAI_API_KEY}", - "Content-Type": "application/json", + 'Authorization': f'Bearer {request.app.state.config.IMAGES_OPENAI_API_KEY}', + 'Content-Type': 'application/json', } if ENABLE_FORWARD_USER_INFO_HEADERS: headers = include_user_info_headers(headers, user) - url = f"{request.app.state.config.IMAGES_OPENAI_API_BASE_URL}/images/generations" + url = f'{request.app.state.config.IMAGES_OPENAI_API_BASE_URL}/images/generations' if request.app.state.config.IMAGES_OPENAI_API_VERSION: - url = f"{url}?api-version={request.app.state.config.IMAGES_OPENAI_API_VERSION}" + url = f'{url}?api-version={request.app.state.config.IMAGES_OPENAI_API_VERSION}' data = { - "model": model, - "prompt": form_data.prompt, - "n": form_data.n, - "size": ( - form_data.size - if form_data.size - else request.app.state.config.IMAGE_SIZE - ), + 'model': model, + 'prompt': form_data.prompt, + 'n': form_data.n, + 'size': (form_data.size if form_data.size else request.app.state.config.IMAGE_SIZE), **( {} if re.match( IMAGE_URL_RESPONSE_MODELS_REGEX_PATTERN, request.app.state.config.IMAGE_GENERATION_MODEL, ) - else {"response_format": "b64_json"} + else {'response_format': 'b64_json'} ), **( {} @@ -639,53 +581,48 @@ async def image_generations( images = [] - for image in res["data"]: - if image_url := image.get("url", None): + for image in res['data']: + if image_url := image.get('url', None): image_data, content_type = get_image_data( image_url, - {k: v for k, v in headers.items() if k != "Content-Type"}, + {k: v for k, v in headers.items() if k != 'Content-Type'}, ) else: - image_data, content_type = get_image_data(image["b64_json"]) + image_data, content_type = get_image_data(image['b64_json']) - _, url = upload_image( - request, image_data, content_type, {**data, **metadata}, user - ) - images.append({"url": url}) + _, url = await upload_image(request, image_data, content_type, {**data, **metadata}, user) + images.append({'url': url}) return images - elif request.app.state.config.IMAGE_GENERATION_ENGINE == "gemini": + elif request.app.state.config.IMAGE_GENERATION_ENGINE == 'gemini': headers = { - "Content-Type": "application/json", - "x-goog-api-key": request.app.state.config.IMAGES_GEMINI_API_KEY, + 'Content-Type': 'application/json', + 'x-goog-api-key': request.app.state.config.IMAGES_GEMINI_API_KEY, } data = {} if ( - request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD == "" - or request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD == "predict" + request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD == '' + or request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD == 'predict' ): - model = f"{model}:predict" + model = f'{model}:predict' data = { - "instances": {"prompt": form_data.prompt}, - "parameters": { - "sampleCount": form_data.n, - "outputOptions": {"mimeType": "image/png"}, + 'instances': {'prompt': form_data.prompt}, + 'parameters': { + 'sampleCount': form_data.n, + 'outputOptions': {'mimeType': 'image/png'}, }, } - elif ( - request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD - == "generateContent" - ): - model = f"{model}:generateContent" - data = {"contents": [{"parts": [{"text": form_data.prompt}]}]} + elif request.app.state.config.IMAGES_GEMINI_ENDPOINT_METHOD == 'generateContent': + model = f'{model}:generateContent' + data = {'contents': [{'parts': [{'text': form_data.prompt}]}]} # Use asyncio.to_thread for the requests.post call r = await asyncio.to_thread( requests.post, - url=f"{request.app.state.config.IMAGES_GEMINI_API_BASE_URL}/models/{model}", + url=f'{request.app.state.config.IMAGES_GEMINI_API_BASE_URL}/models/{model}', json=data, headers=headers, ) @@ -695,60 +632,47 @@ async def image_generations( images = [] - if model.endswith(":predict"): - for image in res["predictions"]: - image_data, content_type = get_image_data( - image["bytesBase64Encoded"] - ) - _, url = upload_image( - request, image_data, content_type, {**data, **metadata}, user - ) - images.append({"url": url}) - elif model.endswith(":generateContent"): - for image in res["candidates"]: - for part in image["content"]["parts"]: - if part.get("inlineData", {}).get("data"): - image_data, content_type = get_image_data( - part["inlineData"]["data"] - ) - _, url = upload_image( + if model.endswith(':predict'): + for image in res['predictions']: + image_data, content_type = get_image_data(image['bytesBase64Encoded']) + _, url = await upload_image(request, image_data, content_type, {**data, **metadata}, user) + images.append({'url': url}) + elif model.endswith(':generateContent'): + for image in res['candidates']: + for part in image['content']['parts']: + if part.get('inlineData', {}).get('data'): + image_data, content_type = get_image_data(part['inlineData']['data']) + _, url = await upload_image( request, image_data, content_type, {**data, **metadata}, user, ) - images.append({"url": url}) + images.append({'url': url}) return images - elif request.app.state.config.IMAGE_GENERATION_ENGINE == "comfyui": + elif request.app.state.config.IMAGE_GENERATION_ENGINE == 'comfyui': data = { - "prompt": form_data.prompt, - "width": width, - "height": height, - "n": form_data.n, + 'prompt': form_data.prompt, + 'width': width, + 'height': height, + 'n': form_data.n, } - if ( - request.app.state.config.IMAGE_STEPS is not None - or form_data.steps is not None - ): - data["steps"] = ( - form_data.steps - if form_data.steps is not None - else request.app.state.config.IMAGE_STEPS - ) + if request.app.state.config.IMAGE_STEPS is not None or form_data.steps is not None: + data['steps'] = form_data.steps if form_data.steps is not None else request.app.state.config.IMAGE_STEPS if form_data.negative_prompt is not None: - data["negative_prompt"] = form_data.negative_prompt + data['negative_prompt'] = form_data.negative_prompt form_data = ComfyUICreateImageForm( **{ - "workflow": ComfyUIWorkflow( + 'workflow': ComfyUIWorkflow( **{ - "workflow": request.app.state.config.COMFYUI_WORKFLOW, - "nodes": request.app.state.config.COMFYUI_WORKFLOW_NODES, + 'workflow': request.app.state.config.COMFYUI_WORKFLOW, + 'nodes': request.app.state.config.COMFYUI_WORKFLOW_NODES, } ), **data, @@ -757,57 +681,48 @@ async def image_generations( res = await comfyui_create_image( model, form_data, - user.id, + str(uuid.uuid4()), request.app.state.config.COMFYUI_BASE_URL, request.app.state.config.COMFYUI_API_KEY, ) - log.debug(f"res: {res}") + log.debug(f'res: {res}') images = [] - for image in res["data"]: + for image in res['data']: headers = None if request.app.state.config.COMFYUI_API_KEY: - headers = { - "Authorization": f"Bearer {request.app.state.config.COMFYUI_API_KEY}" - } + headers = {'Authorization': f'Bearer {request.app.state.config.COMFYUI_API_KEY}'} - image_data, content_type = get_image_data(image["url"], headers) - _, url = upload_image( + image_data, content_type = get_image_data(image['url'], headers) + _, url = await upload_image( request, image_data, content_type, {**form_data.model_dump(exclude_none=True), **metadata}, user, ) - images.append({"url": url}) + images.append({'url': url}) return images elif ( - request.app.state.config.IMAGE_GENERATION_ENGINE == "automatic1111" - or request.app.state.config.IMAGE_GENERATION_ENGINE == "" + request.app.state.config.IMAGE_GENERATION_ENGINE == 'automatic1111' + or request.app.state.config.IMAGE_GENERATION_ENGINE == '' ): if form_data.model: set_image_model(request, form_data.model) data = { - "prompt": form_data.prompt, - "batch_size": form_data.n, - "width": width, - "height": height, + 'prompt': form_data.prompt, + 'batch_size': form_data.n, + 'width': width, + 'height': height, } - if ( - request.app.state.config.IMAGE_STEPS is not None - or form_data.steps is not None - ): - data["steps"] = ( - form_data.steps - if form_data.steps is not None - else request.app.state.config.IMAGE_STEPS - ) + if request.app.state.config.IMAGE_STEPS is not None or form_data.steps is not None: + data['steps'] = form_data.steps if form_data.steps is not None else request.app.state.config.IMAGE_STEPS if form_data.negative_prompt is not None: - data["negative_prompt"] = form_data.negative_prompt + data['negative_prompt'] = form_data.negative_prompt if request.app.state.config.AUTOMATIC1111_PARAMS: data = {**data, **request.app.state.config.AUTOMATIC1111_PARAMS} @@ -815,33 +730,33 @@ async def image_generations( # Use asyncio.to_thread for the requests.post call r = await asyncio.to_thread( requests.post, - url=f"{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/txt2img", + url=f'{request.app.state.config.AUTOMATIC1111_BASE_URL}/sdapi/v1/txt2img', json=data, - headers={"authorization": get_automatic1111_api_auth(request)}, + headers={'authorization': get_automatic1111_api_auth(request)}, ) res = r.json() - log.debug(f"res: {res}") + log.debug(f'res: {res}') images = [] - for image in res["images"]: + for image in res['images']: image_data, content_type = get_image_data(image) - _, url = upload_image( + _, url = await upload_image( request, image_data, content_type, - {**data, "info": res["info"], **metadata}, + {**data, 'info': res['info'], **metadata}, user, ) - images.append({"url": url}) + images.append({'url': url}) return images except Exception as e: error = e if r != None: data = r.json() - if "error" in data: - error = data["error"]["message"] + if 'error' in data: + error = data['error']['message'] raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(error)) @@ -855,7 +770,7 @@ class EditImageForm(BaseModel): background: Optional[str] = None -@router.post("/edit") +@router.post('/edit') async def image_edits( request: Request, form_data: EditImageForm, @@ -866,42 +781,33 @@ async def image_edits( width, height = None, None metadata = metadata or {} - if ( - request.app.state.config.IMAGE_EDIT_SIZE - and "x" in request.app.state.config.IMAGE_EDIT_SIZE - ) or (form_data.size and "x" in form_data.size): - size = ( - form_data.size - if form_data.size - else request.app.state.config.IMAGE_EDIT_SIZE - ) - width, height = tuple(map(int, size.split("x"))) + if (request.app.state.config.IMAGE_EDIT_SIZE and 'x' in request.app.state.config.IMAGE_EDIT_SIZE) or ( + form_data.size and 'x' in form_data.size + ): + size = form_data.size if form_data.size else request.app.state.config.IMAGE_EDIT_SIZE + width, height = tuple(map(int, size.split('x'))) - model = ( - request.app.state.config.IMAGE_EDIT_MODEL - if form_data.model is None - else form_data.model - ) + model = request.app.state.config.IMAGE_EDIT_MODEL if form_data.model is None else form_data.model try: async def load_url_image(data): - if data.startswith("data:"): + if data.startswith('data:'): return data - if data.startswith("http://") or data.startswith("https://"): + if data.startswith('http://') or data.startswith('https://'): # Validate URL to prevent SSRF attacks against local/private networks validate_url(data) r = await asyncio.to_thread(requests.get, data) r.raise_for_status() - image_data = base64.b64encode(r.content).decode("utf-8") - return f"data:{r.headers['content-type']};base64,{image_data}" + image_data = base64.b64encode(r.content).decode('utf-8') + return f'data:{r.headers["content-type"]};base64,{image_data}' else: file_id = None - if data.startswith("/api/v1/files"): - file_id = data.split("/api/v1/files/")[1].split("/content")[0] + if data.startswith('/api/v1/files'): + file_id = data.split('/api/v1/files/')[1].split('/content')[0] else: file_id = data @@ -909,12 +815,12 @@ async def image_edits( if isinstance(file_response, FileResponse): file_path = file_response.path - with open(file_path, "rb") as f: + with open(file_path, 'rb') as f: file_bytes = f.read() - image_data = base64.b64encode(file_bytes).decode("utf-8") + image_data = base64.b64encode(file_bytes).decode('utf-8') mime_type, _ = mimetypes.guess_type(file_path) - return f"data:{mime_type};base64,{image_data}" + return f'data:{mime_type};base64,{image_data}' return data # Load image(s) from URL(s) if necessary @@ -922,51 +828,47 @@ async def image_edits( form_data.image = await load_url_image(form_data.image) elif isinstance(form_data.image, list): # Load all images in parallel for better performance - form_data.image = list( - await asyncio.gather(*[load_url_image(img) for img in form_data.image]) - ) + form_data.image = list(await asyncio.gather(*[load_url_image(img) for img in form_data.image])) except Exception as e: raise HTTPException(status_code=400, detail=ERROR_MESSAGES.DEFAULT(e)) - def get_image_file_item(base64_string, param_name="image"): + async def get_image_file_item(base64_string, param_name='image'): data = base64_string - header, encoded = data.split(",", 1) - mime_type = header.split(";")[0].lstrip("data:") + header, encoded = data.split(',', 1) + mime_type = header.split(';')[0].lstrip('data:') image_data = base64.b64decode(encoded) return ( param_name, ( - f"{uuid.uuid4()}.png", + f'{uuid.uuid4()}.png', io.BytesIO(image_data), - mime_type if mime_type else "image/png", + mime_type if mime_type else 'image/png', ), ) r = None try: - if request.app.state.config.IMAGE_EDIT_ENGINE == "openai": + if request.app.state.config.IMAGE_EDIT_ENGINE == 'openai': headers = { - "Authorization": f"Bearer {request.app.state.config.IMAGES_EDIT_OPENAI_API_KEY}", + 'Authorization': f'Bearer {request.app.state.config.IMAGES_EDIT_OPENAI_API_KEY}', } if ENABLE_FORWARD_USER_INFO_HEADERS: headers = include_user_info_headers(headers, user) data = { - "model": model, - "prompt": form_data.prompt, - **({"n": form_data.n} if form_data.n else {}), - **({"size": size} if size else {}), - **( - {"background": form_data.background} if form_data.background else {} - ), + 'model': model, + 'prompt': form_data.prompt, + **({'n': form_data.n} if form_data.n else {}), + **({'size': size} if size else {}), + **({'background': form_data.background} if form_data.background else {}), **( {} if re.match( IMAGE_URL_RESPONSE_MODELS_REGEX_PATTERN, request.app.state.config.IMAGE_EDIT_MODEL, ) - else {"response_format": "b64_json"} + else {'response_format': 'b64_json'} ), } @@ -975,16 +877,16 @@ async def image_edits( files = [get_image_file_item(form_data.image)] elif isinstance(form_data.image, list): for img in form_data.image: - files.append(get_image_file_item(img, "image[]")) + files.append(get_image_file_item(img, 'image[]')) - url_search_params = "" + url_search_params = '' if request.app.state.config.IMAGES_EDIT_OPENAI_API_VERSION: - url_search_params += f"?api-version={request.app.state.config.IMAGES_EDIT_OPENAI_API_VERSION}" + url_search_params += f'?api-version={request.app.state.config.IMAGES_EDIT_OPENAI_API_VERSION}' # Use asyncio.to_thread for the requests.post call r = await asyncio.to_thread( requests.post, - url=f"{request.app.state.config.IMAGES_EDIT_OPENAI_API_BASE_URL}/images/edits{url_search_params}", + url=f'{request.app.state.config.IMAGES_EDIT_OPENAI_API_BASE_URL}/images/edits{url_search_params}', headers=headers, files=files, data=data, @@ -994,46 +896,44 @@ async def image_edits( res = r.json() images = [] - for image in res["data"]: - if image_url := image.get("url", None): + for image in res['data']: + if image_url := image.get('url', None): image_data, content_type = get_image_data( image_url, - {k: v for k, v in headers.items() if k != "Content-Type"}, + {k: v for k, v in headers.items() if k != 'Content-Type'}, ) else: - image_data, content_type = get_image_data(image["b64_json"]) + image_data, content_type = get_image_data(image['b64_json']) - _, url = upload_image( - request, image_data, content_type, {**data, **metadata}, user - ) - images.append({"url": url}) + _, url = await upload_image(request, image_data, content_type, {**data, **metadata}, user) + images.append({'url': url}) return images - elif request.app.state.config.IMAGE_EDIT_ENGINE == "gemini": + elif request.app.state.config.IMAGE_EDIT_ENGINE == 'gemini': headers = { - "Content-Type": "application/json", - "x-goog-api-key": request.app.state.config.IMAGES_EDIT_GEMINI_API_KEY, + 'Content-Type': 'application/json', + 'x-goog-api-key': request.app.state.config.IMAGES_EDIT_GEMINI_API_KEY, } - model = f"{model}:generateContent" - data = {"contents": [{"parts": [{"text": form_data.prompt}]}]} + model = f'{model}:generateContent' + data = {'contents': [{'parts': [{'text': form_data.prompt}]}]} if isinstance(form_data.image, str): - data["contents"][0]["parts"].append( + data['contents'][0]['parts'].append( { - "inline_data": { - "mime_type": "image/png", - "data": form_data.image.split(",", 1)[1], + 'inline_data': { + 'mime_type': 'image/png', + 'data': form_data.image.split(',', 1)[1], } } ) elif isinstance(form_data.image, list): - data["contents"][0]["parts"].extend( + data['contents'][0]['parts'].extend( [ { - "inline_data": { - "mime_type": "image/png", - "data": image.split(",", 1)[1], + 'inline_data': { + 'mime_type': 'image/png', + 'data': image.split(',', 1)[1], } } for image in form_data.image @@ -1043,7 +943,7 @@ async def image_edits( # Use asyncio.to_thread for the requests.post call r = await asyncio.to_thread( requests.post, - url=f"{request.app.state.config.IMAGES_EDIT_GEMINI_API_BASE_URL}/models/{model}", + url=f'{request.app.state.config.IMAGES_EDIT_GEMINI_API_BASE_URL}/models/{model}', json=data, headers=headers, ) @@ -1052,24 +952,22 @@ async def image_edits( res = r.json() images = [] - for image in res["candidates"]: - for part in image["content"]["parts"]: - if part.get("inlineData", {}).get("data"): - image_data, content_type = get_image_data( - part["inlineData"]["data"] - ) - _, url = upload_image( + for image in res['candidates']: + for part in image['content']['parts']: + if part.get('inlineData', {}).get('data'): + image_data, content_type = get_image_data(part['inlineData']['data']) + _, url = await upload_image( request, image_data, content_type, {**data, **metadata}, user, ) - images.append({"url": url}) + images.append({'url': url}) return images - elif request.app.state.config.IMAGE_EDIT_ENGINE == "comfyui": + elif request.app.state.config.IMAGE_EDIT_ENGINE == 'comfyui': try: files = [] if isinstance(form_data.image, str): @@ -1086,25 +984,25 @@ async def image_edits( request.app.state.config.IMAGES_EDIT_COMFYUI_BASE_URL, request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY, ) - comfyui_images.append(res.get("name", file_item[1][0])) + comfyui_images.append(res.get('name', file_item[1][0])) except Exception as e: - log.debug(f"Error uploading images to ComfyUI: {e}") - raise Exception("Failed to upload images to ComfyUI.") + log.debug(f'Error uploading images to ComfyUI: {e}') + raise Exception('Failed to upload images to ComfyUI.') data = { - "image": comfyui_images, - "prompt": form_data.prompt, - **({"width": width} if width is not None else {}), - **({"height": height} if height is not None else {}), - **({"n": form_data.n} if form_data.n else {}), + 'image': comfyui_images, + 'prompt': form_data.prompt, + **({'width': width} if width is not None else {}), + **({'height': height} if height is not None else {}), + **({'n': form_data.n} if form_data.n else {}), } form_data = ComfyUIEditImageForm( **{ - "workflow": ComfyUIWorkflow( + 'workflow': ComfyUIWorkflow( **{ - "workflow": request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW, - "nodes": request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES, + 'workflow': request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW, + 'nodes': request.app.state.config.IMAGES_EDIT_COMFYUI_WORKFLOW_NODES, } ), **data, @@ -1113,41 +1011,39 @@ async def image_edits( res = await comfyui_edit_image( model, form_data, - user.id, + str(uuid.uuid4()), request.app.state.config.IMAGES_EDIT_COMFYUI_BASE_URL, request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY, ) - log.debug(f"res: {res}") + log.debug(f'res: {res}') image_urls = set() - for image in res["data"]: - image_urls.add(image["url"]) + for image in res['data']: + image_urls.add(image['url']) image_urls = list(image_urls) # Prioritize output type URLs if available - output_type_urls = [url for url in image_urls if "type=output" in url] + output_type_urls = [url for url in image_urls if 'type=output' in url] if output_type_urls: image_urls = output_type_urls - log.debug(f"Image URLs: {image_urls}") + log.debug(f'Image URLs: {image_urls}') images = [] for image_url in image_urls: headers = None if request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY: - headers = { - "Authorization": f"Bearer {request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY}" - } + headers = {'Authorization': f'Bearer {request.app.state.config.IMAGES_EDIT_COMFYUI_API_KEY}'} image_data, content_type = get_image_data(image_url, headers) - _, url = upload_image( + _, url = await upload_image( request, image_data, content_type, {**form_data.model_dump(exclude_none=True), **metadata}, user, ) - images.append({"url": url}) + images.append({'url': url}) return images except Exception as e: @@ -1156,8 +1052,8 @@ async def image_edits( data = r.text try: data = json.loads(data) - if "error" in data: - error = data["error"]["message"] + if 'error' in data: + error = data['error']['message'] except Exception: error = data diff --git a/backend/open_webui/routers/knowledge.py b/backend/open_webui/routers/knowledge.py index 8bc58b4371..f6c3416c8d 100644 --- a/backend/open_webui/routers/knowledge.py +++ b/backend/open_webui/routers/knowledge.py @@ -6,9 +6,10 @@ from fastapi.concurrency import run_in_threadpool import logging import io import zipfile +from urllib.parse import quote -from sqlalchemy.orm import Session -from open_webui.internal.db import get_session +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import get_async_session from open_webui.models.groups import Groups from open_webui.models.knowledge import ( KnowledgeFileListResponse, @@ -50,7 +51,9 @@ PAGE_ITEM_COUNT = 30 # Knowledge Base Embedding ############################ -KNOWLEDGE_BASES_COLLECTION = "knowledge-bases" +# Knowledge that sits unread serves no one. Let what is +# stored here find the ones who need it. +KNOWLEDGE_BASES_COLLECTION = 'knowledge-bases' async def embed_knowledge_base_metadata( @@ -61,24 +64,24 @@ async def embed_knowledge_base_metadata( ) -> bool: """Generate and store embedding for knowledge base.""" try: - content = f"{name}\n\n{description}" if description else name + content = f'{name}\n\n{description}' if description else name embedding = await request.app.state.EMBEDDING_FUNCTION(content) VECTOR_DB_CLIENT.upsert( collection_name=KNOWLEDGE_BASES_COLLECTION, items=[ { - "id": knowledge_base_id, - "text": content, - "vector": embedding, - "metadata": { - "knowledge_base_id": knowledge_base_id, + 'id': knowledge_base_id, + 'text': content, + 'vector': embedding, + 'metadata': { + 'knowledge_base_id': knowledge_base_id, }, } ], ) return True except Exception as e: - log.error(f"Failed to embed knowledge base {knowledge_base_id}: {e}") + log.error(f'Failed to embed knowledge base {knowledge_base_id}: {e}') return False @@ -91,7 +94,7 @@ def remove_knowledge_base_metadata_embedding(knowledge_base_id: str) -> bool: ) return True except Exception as e: - log.debug(f"Failed to remove embedding for {knowledge_base_id}: {e}") + log.debug(f'Failed to remove embedding for {knowledge_base_id}: {e}') return False @@ -104,37 +107,35 @@ class KnowledgeAccessListResponse(BaseModel): total: int -@router.get("/", response_model=KnowledgeAccessListResponse) +@router.get('/', response_model=KnowledgeAccessListResponse) async def get_knowledge_bases( page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): page = max(page, 1) limit = PAGE_ITEM_COUNT skip = (page - 1) * limit filter = {} - groups = Groups.get_groups_by_member_id(user.id, db=db) + groups = await Groups.get_groups_by_member_id(user.id, db=db) user_group_ids = {group.id for group in groups} - if not user.role == "admin" or not BYPASS_ADMIN_ACCESS_CONTROL: + if not user.role == 'admin' or not BYPASS_ADMIN_ACCESS_CONTROL: if groups: - filter["group_ids"] = [group.id for group in groups] + filter['group_ids'] = [group.id for group in groups] - filter["user_id"] = user.id + filter['user_id'] = user.id - result = Knowledges.search_knowledge_bases( - user.id, filter=filter, skip=skip, limit=limit, db=db - ) + result = await Knowledges.search_knowledge_bases(user.id, filter=filter, skip=skip, limit=limit, db=db) # Batch-fetch writable knowledge IDs in a single query instead of N has_access calls knowledge_base_ids = [knowledge_base.id for knowledge_base in result.items] - writable_knowledge_base_ids = AccessGrants.get_accessible_resource_ids( + writable_knowledge_base_ids = await AccessGrants.get_accessible_resource_ids( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_ids=knowledge_base_ids, - permission="write", + permission='write', user_group_ids=user_group_ids, db=db, ) @@ -145,7 +146,7 @@ async def get_knowledge_bases( **knowledge_base.model_dump(), write_access=( user.id == knowledge_base.user_id - or (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + or (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or knowledge_base.id in writable_knowledge_base_ids ), ) @@ -155,13 +156,13 @@ async def get_knowledge_bases( ) -@router.get("/search", response_model=KnowledgeAccessListResponse) +@router.get('/search', response_model=KnowledgeAccessListResponse) async def search_knowledge_bases( query: Optional[str] = None, view_option: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): page = max(page, 1) limit = PAGE_ITEM_COUNT @@ -169,30 +170,28 @@ async def search_knowledge_bases( filter = {} if query: - filter["query"] = query + filter['query'] = query if view_option: - filter["view_option"] = view_option + filter['view_option'] = view_option - groups = Groups.get_groups_by_member_id(user.id, db=db) + groups = await Groups.get_groups_by_member_id(user.id, db=db) user_group_ids = {group.id for group in groups} - if not user.role == "admin" or not BYPASS_ADMIN_ACCESS_CONTROL: + if not user.role == 'admin' or not BYPASS_ADMIN_ACCESS_CONTROL: if groups: - filter["group_ids"] = [group.id for group in groups] + filter['group_ids'] = [group.id for group in groups] - filter["user_id"] = user.id + filter['user_id'] = user.id - result = Knowledges.search_knowledge_bases( - user.id, filter=filter, skip=skip, limit=limit, db=db - ) + result = await Knowledges.search_knowledge_bases(user.id, filter=filter, skip=skip, limit=limit, db=db) # Batch-fetch writable knowledge IDs in a single query instead of N has_access calls knowledge_base_ids = [knowledge_base.id for knowledge_base in result.items] - writable_knowledge_base_ids = AccessGrants.get_accessible_resource_ids( + writable_knowledge_base_ids = await AccessGrants.get_accessible_resource_ids( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_ids=knowledge_base_ids, - permission="write", + permission='write', user_group_ids=user_group_ids, db=db, ) @@ -203,7 +202,7 @@ async def search_knowledge_bases( **knowledge_base.model_dump(), write_access=( user.id == knowledge_base.user_id - or (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + or (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or knowledge_base.id in writable_knowledge_base_ids ), ) @@ -213,12 +212,12 @@ async def search_knowledge_bases( ) -@router.get("/search/files", response_model=KnowledgeFileListResponse) +@router.get('/search/files', response_model=KnowledgeFileListResponse) async def search_knowledge_files( query: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): page = max(page, 1) limit = PAGE_ITEM_COUNT @@ -226,17 +225,15 @@ async def search_knowledge_files( filter = {} if query: - filter["query"] = query + filter['query'] = query - groups = Groups.get_groups_by_member_id(user.id, db=db) + groups = await Groups.get_groups_by_member_id(user.id, db=db) if groups: - filter["group_ids"] = [group.id for group in groups] + filter['group_ids'] = [group.id for group in groups] - filter["user_id"] = user.id + filter['user_id'] = user.id - return Knowledges.search_knowledge_files( - filter=filter, skip=skip, limit=limit, db=db - ) + return await Knowledges.search_knowledge_files(filter=filter, skip=skip, limit=limit, db=db) ############################ @@ -244,33 +241,33 @@ async def search_knowledge_files( ############################ -@router.post("/create", response_model=Optional[KnowledgeResponse]) +@router.post('/create', response_model=Optional[KnowledgeResponse]) async def create_new_knowledge( request: Request, form_data: KnowledgeForm, user=Depends(get_verified_user), ): - # NOTE: We intentionally do NOT use Depends(get_session) here. + # NOTE: We intentionally do NOT use Depends(get_async_session) here. # Database operations (has_permission, filter_allowed_access_grants, insert_new_knowledge) manage their own sessions. # This prevents holding a connection during embed_knowledge_base_metadata() # which makes external embedding API calls (1-5+ seconds). - if user.role != "admin" and not has_permission( - user.id, "workspace.knowledge", request.app.state.config.USER_PERMISSIONS + if user.role != 'admin' and not await has_permission( + user.id, 'workspace.knowledge', request.app.state.config.USER_PERMISSIONS ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - form_data.access_grants = filter_allowed_access_grants( + form_data.access_grants = await filter_allowed_access_grants( request.app.state.config.USER_PERMISSIONS, user.id, user.role, form_data.access_grants, - "sharing.public_knowledge", + 'sharing.public_knowledge', ) - knowledge = Knowledges.insert_new_knowledge(user.id, form_data) + knowledge = await Knowledges.insert_new_knowledge(user.id, form_data) if knowledge: # Embed knowledge base for semantic search @@ -293,32 +290,30 @@ async def create_new_knowledge( ############################ -@router.post("/reindex", response_model=bool) +@router.post('/reindex', response_model=bool) async def reindex_knowledge_files( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin": + if user.role != 'admin': raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - knowledge_bases = Knowledges.get_knowledge_bases(db=db) + knowledge_bases = await Knowledges.get_knowledge_bases(db=db) - log.info(f"Starting reindexing for {len(knowledge_bases)} knowledge bases") + log.info(f'Starting reindexing for {len(knowledge_bases)} knowledge bases') for knowledge_base in knowledge_bases: try: - files = Knowledges.get_files_by_id(knowledge_base.id, db=db) + files = await Knowledges.get_files_by_id(knowledge_base.id, db=db) try: if VECTOR_DB_CLIENT.has_collection(collection_name=knowledge_base.id): - VECTOR_DB_CLIENT.delete_collection( - collection_name=knowledge_base.id - ) + VECTOR_DB_CLIENT.delete_collection(collection_name=knowledge_base.id) except Exception as e: - log.error(f"Error deleting collection {knowledge_base.id}: {str(e)}") + log.error(f'Error deleting collection {knowledge_base.id}: {str(e)}') continue # Skip, don't raise failed_files = [] @@ -327,32 +322,26 @@ async def reindex_knowledge_files( await run_in_threadpool( process_file, request, - ProcessFileForm( - file_id=file.id, collection_name=knowledge_base.id - ), + ProcessFileForm(file_id=file.id, collection_name=knowledge_base.id), user=user, db=db, ) except Exception as e: - log.error( - f"Error processing file {file.filename} (ID: {file.id}): {str(e)}" - ) - failed_files.append({"file_id": file.id, "error": str(e)}) + log.error(f'Error processing file {file.filename} (ID: {file.id}): {str(e)}') + failed_files.append({'file_id': file.id, 'error': str(e)}) continue except Exception as e: - log.error(f"Error processing knowledge base {knowledge_base.id}: {str(e)}") + log.error(f'Error processing knowledge base {knowledge_base.id}: {str(e)}') # Don't raise, just continue continue if failed_files: - log.warning( - f"Failed to process {len(failed_files)} files in knowledge base {knowledge_base.id}" - ) + log.warning(f'Failed to process {len(failed_files)} files in knowledge base {knowledge_base.id}') for failed in failed_files: - log.warning(f"File ID: {failed['file_id']}, Error: {failed['error']}") + log.warning(f'File ID: {failed["file_id"]}, Error: {failed["error"]}') - log.info(f"Reindexing completed.") + log.info(f'Reindexing completed.') return True @@ -361,28 +350,28 @@ async def reindex_knowledge_files( ############################ -@router.post("/metadata/reindex", response_model=dict) +@router.post('/metadata/reindex', response_model=dict) async def reindex_knowledge_base_metadata_embeddings( request: Request, user=Depends(get_admin_user), ): """Batch embed all existing knowledge bases. Admin only. - NOTE: We intentionally do NOT use Depends(get_session) here. + NOTE: We intentionally do NOT use Depends(get_async_session) here. This endpoint loops through ALL knowledge bases and calls embed_knowledge_base_metadata() for each one, making N external embedding API calls. Holding a session during this entire operation would exhaust the connection pool. """ - knowledge_bases = Knowledges.get_knowledge_bases() - log.info(f"Reindexing embeddings for {len(knowledge_bases)} knowledge bases") + knowledge_bases = await Knowledges.get_knowledge_bases() + log.info(f'Reindexing embeddings for {len(knowledge_bases)} knowledge bases') success_count = 0 for kb in knowledge_bases: if await embed_knowledge_base_metadata(request, kb.id, kb.name, kb.description): success_count += 1 - log.info(f"Embedding reindex complete: {success_count}/{len(knowledge_bases)}") - return {"total": len(knowledge_bases), "success": success_count} + log.info(f'Embedding reindex complete: {success_count}/{len(knowledge_bases)}') + return {'total': len(knowledge_bases), 'success': success_count} ############################ @@ -395,35 +384,32 @@ class KnowledgeFilesResponse(KnowledgeResponse): write_access: Optional[bool] = False -@router.get("/{id}", response_model=Optional[KnowledgeFilesResponse]) -async def get_knowledge_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) +@router.get('/{id}', response_model=Optional[KnowledgeFilesResponse]) +async def get_knowledge_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if knowledge: if ( - user.role == "admin" + user.role == 'admin' or knowledge.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="read", + permission='read', db=db, ) ): - return KnowledgeFilesResponse( **knowledge.model_dump(), write_access=( user.id == knowledge.user_id - or (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) - or AccessGrants.has_access( + or (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) + or await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', db=db, ) ), @@ -445,18 +431,18 @@ async def get_knowledge_by_id( ############################ -@router.post("/{id}/update", response_model=Optional[KnowledgeFilesResponse]) +@router.post('/{id}/update', response_model=Optional[KnowledgeFilesResponse]) async def update_knowledge_by_id( request: Request, id: str, form_data: KnowledgeForm, user=Depends(get_verified_user), ): - # NOTE: We intentionally do NOT use Depends(get_session) here. + # NOTE: We intentionally do NOT use Depends(get_async_session) here. # Database operations manage their own short-lived sessions internally. # This prevents holding a connection during embed_knowledge_base_metadata() # which makes external embedding API calls (1-5+ seconds). - knowledge = Knowledges.get_knowledge_by_id(id=id) + knowledge = await Knowledges.get_knowledge_by_id(id=id) if not knowledge: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -465,28 +451,28 @@ async def update_knowledge_by_id( # Is the user the original creator, in a group with write access, or an admin if ( knowledge.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - form_data.access_grants = filter_allowed_access_grants( + form_data.access_grants = await filter_allowed_access_grants( request.app.state.config.USER_PERMISSIONS, user.id, user.role, form_data.access_grants, - "sharing.public_knowledge", + 'sharing.public_knowledge', ) - knowledge = Knowledges.update_knowledge_by_id(id=id, form_data=form_data) + knowledge = await Knowledges.update_knowledge_by_id(id=id, form_data=form_data) if knowledge: # Re-embed knowledge base for semantic search await embed_knowledge_base_metadata( @@ -497,7 +483,7 @@ async def update_knowledge_by_id( ) return KnowledgeFilesResponse( **knowledge.model_dump(), - files=Knowledges.get_file_metadatas_by_id(knowledge.id), + files=await Knowledges.get_file_metadatas_by_id(knowledge.id), ) else: raise HTTPException( @@ -515,15 +501,15 @@ class KnowledgeAccessGrantsForm(BaseModel): access_grants: list[dict] -@router.post("/{id}/access/update", response_model=Optional[KnowledgeFilesResponse]) +@router.post('/{id}/access/update', response_model=Optional[KnowledgeFilesResponse]) async def update_knowledge_access_by_id( request: Request, id: str, form_data: KnowledgeAccessGrantsForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if not knowledge: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -532,33 +518,33 @@ async def update_knowledge_access_by_id( if ( knowledge.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - form_data.access_grants = filter_allowed_access_grants( + form_data.access_grants = await filter_allowed_access_grants( request.app.state.config.USER_PERMISSIONS, user.id, user.role, form_data.access_grants, - "sharing.public_knowledge", + 'sharing.public_knowledge', ) - AccessGrants.set_access_grants("knowledge", id, form_data.access_grants, db=db) + await AccessGrants.set_access_grants('knowledge', id, form_data.access_grants, db=db) return KnowledgeFilesResponse( - **Knowledges.get_knowledge_by_id(id=id, db=db).model_dump(), - files=Knowledges.get_file_metadatas_by_id(id, db=db), + **await Knowledges.get_knowledge_by_id(id=id, db=db).model_dump(), + files=await Knowledges.get_file_metadatas_by_id(id, db=db), ) @@ -567,7 +553,7 @@ async def update_knowledge_access_by_id( ############################ -@router.get("/{id}/files", response_model=KnowledgeFileListResponse) +@router.get('/{id}/files', response_model=KnowledgeFileListResponse) async def get_knowledge_files_by_id( id: str, query: Optional[str] = None, @@ -576,10 +562,9 @@ async def get_knowledge_files_by_id( direction: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if not knowledge: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -587,13 +572,13 @@ async def get_knowledge_files_by_id( ) if not ( - user.role == "admin" + user.role == 'admin' or knowledge.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="read", + permission='read', db=db, ) ): @@ -609,17 +594,15 @@ async def get_knowledge_files_by_id( filter = {} if query: - filter["query"] = query + filter['query'] = query if view_option: - filter["view_option"] = view_option + filter['view_option'] = view_option if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction - return Knowledges.search_files_by_id( - id, user.id, filter=filter, skip=skip, limit=limit, db=db - ) + return await Knowledges.search_files_by_id(id, user.id, filter=filter, skip=skip, limit=limit, db=db) ############################ @@ -631,15 +614,15 @@ class KnowledgeFileIdForm(BaseModel): file_id: str -@router.post("/{id}/file/add", response_model=Optional[KnowledgeFilesResponse]) -def add_file_to_knowledge_by_id( +@router.post('/{id}/file/add', response_model=Optional[KnowledgeFilesResponse]) +async def add_file_to_knowledge_by_id( request: Request, id: str, form_data: KnowledgeFileIdForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if not knowledge: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -648,21 +631,21 @@ def add_file_to_knowledge_by_id( if ( knowledge.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - file = Files.get_file_by_id(form_data.file_id, db=db) + file = await Files.get_file_by_id(form_data.file_id, db=db) if not file: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -684,9 +667,7 @@ def add_file_to_knowledge_by_id( ) # Add file to knowledge base - Knowledges.add_file_to_knowledge_by_id( - knowledge_id=id, file_id=form_data.file_id, user_id=user.id, db=db - ) + await Knowledges.add_file_to_knowledge_by_id(knowledge_id=id, file_id=form_data.file_id, user_id=user.id, db=db) except Exception as e: log.debug(e) raise HTTPException( @@ -697,7 +678,7 @@ def add_file_to_knowledge_by_id( if knowledge: return KnowledgeFilesResponse( **knowledge.model_dump(), - files=Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), + files=await Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), ) else: raise HTTPException( @@ -706,15 +687,15 @@ def add_file_to_knowledge_by_id( ) -@router.post("/{id}/file/update", response_model=Optional[KnowledgeFilesResponse]) -def update_file_from_knowledge_by_id( +@router.post('/{id}/file/update', response_model=Optional[KnowledgeFilesResponse]) +async def update_file_from_knowledge_by_id( request: Request, id: str, form_data: KnowledgeFileIdForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if not knowledge: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -723,22 +704,21 @@ def update_file_from_knowledge_by_id( if ( knowledge.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): - raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - file = Files.get_file_by_id(form_data.file_id, db=db) + file = await Files.get_file_by_id(form_data.file_id, db=db) if not file: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -746,16 +726,14 @@ def update_file_from_knowledge_by_id( ) # Validate the file actually belongs to this knowledge base - if not Knowledges.has_file(knowledge_id=id, file_id=form_data.file_id, db=db): + if not await Knowledges.has_file(knowledge_id=id, file_id=form_data.file_id, db=db): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.NOT_FOUND, ) # Remove content from the vector database - VECTOR_DB_CLIENT.delete( - collection_name=knowledge.id, filter={"file_id": form_data.file_id} - ) + VECTOR_DB_CLIENT.delete(collection_name=knowledge.id, filter={'file_id': form_data.file_id}) # Add content to the vector database try: @@ -774,7 +752,7 @@ def update_file_from_knowledge_by_id( if knowledge: return KnowledgeFilesResponse( **knowledge.model_dump(), - files=Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), + files=await Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), ) else: raise HTTPException( @@ -788,15 +766,15 @@ def update_file_from_knowledge_by_id( ############################ -@router.post("/{id}/file/remove", response_model=Optional[KnowledgeFilesResponse]) -def remove_file_from_knowledge_by_id( +@router.post('/{id}/file/remove', response_model=Optional[KnowledgeFilesResponse]) +async def remove_file_from_knowledge_by_id( id: str, form_data: KnowledgeFileIdForm, delete_file: bool = Query(True), user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if not knowledge: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -805,21 +783,21 @@ def remove_file_from_knowledge_by_id( if ( knowledge.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - file = Files.get_file_by_id(form_data.file_id, db=db) + file = await Files.get_file_by_id(form_data.file_id, db=db) if not file: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -827,48 +805,46 @@ def remove_file_from_knowledge_by_id( ) # Validate the file actually belongs to this knowledge base - if not Knowledges.has_file(knowledge_id=id, file_id=form_data.file_id, db=db): + if not await Knowledges.has_file(knowledge_id=id, file_id=form_data.file_id, db=db): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.NOT_FOUND, ) - Knowledges.remove_file_from_knowledge_by_id( - knowledge_id=id, file_id=form_data.file_id, db=db - ) + await Knowledges.remove_file_from_knowledge_by_id(knowledge_id=id, file_id=form_data.file_id, db=db) # Remove content from the vector database try: VECTOR_DB_CLIENT.delete( - collection_name=knowledge.id, filter={"file_id": form_data.file_id} + collection_name=knowledge.id, filter={'file_id': form_data.file_id} ) # Remove by file_id first VECTOR_DB_CLIENT.delete( - collection_name=knowledge.id, filter={"hash": file.hash} + collection_name=knowledge.id, filter={'hash': file.hash} ) # Remove by hash as well in case of duplicates except Exception as e: - log.debug("This was most likely caused by bypassing embedding processing") + log.debug('This was most likely caused by bypassing embedding processing') log.debug(e) pass if delete_file: try: # Remove the file's collection from vector database - file_collection = f"file-{form_data.file_id}" + file_collection = f'file-{form_data.file_id}' if VECTOR_DB_CLIENT.has_collection(collection_name=file_collection): VECTOR_DB_CLIENT.delete_collection(collection_name=file_collection) except Exception as e: - log.debug("This was most likely caused by bypassing embedding processing") + log.debug('This was most likely caused by bypassing embedding processing') log.debug(e) pass # Delete file from database - Files.delete_file_by_id(form_data.file_id, db=db) + await Files.delete_file_by_id(form_data.file_id, db=db) if knowledge: return KnowledgeFilesResponse( **knowledge.model_dump(), - files=Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), + files=await Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), ) else: raise HTTPException( @@ -882,11 +858,9 @@ def remove_file_from_knowledge_by_id( ############################ -@router.delete("/{id}/delete", response_model=bool) -async def delete_knowledge_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) +@router.delete('/{id}/delete', response_model=bool) +async def delete_knowledge_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if not knowledge: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -895,36 +869,36 @@ async def delete_knowledge_by_id( if ( knowledge.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - log.info(f"Deleting knowledge base: {id} (name: {knowledge.name})") + log.info(f'Deleting knowledge base: {id} (name: {knowledge.name})') # Get all models - models = Models.get_all_models(db=db) - log.info(f"Found {len(models)} models to check for knowledge base {id}") + models = await Models.get_all_models(db=db) + log.info(f'Found {len(models)} models to check for knowledge base {id}') # Update models that reference this knowledge base for model in models: - if model.meta and hasattr(model.meta, "knowledge"): + if model.meta and hasattr(model.meta, 'knowledge'): knowledge_list = model.meta.knowledge or [] # Filter out the deleted knowledge base - updated_knowledge = [k for k in knowledge_list if k.get("id") != id] + updated_knowledge = [k for k in knowledge_list if k.get('id') != id] # If the knowledge list changed, update the model if len(updated_knowledge) != len(knowledge_list): - log.info(f"Updating model {model.id} to remove knowledge base {id}") + log.info(f'Updating model {model.id} to remove knowledge base {id}') model.meta.knowledge = updated_knowledge # Create a ModelForm for the update model_form = ModelForm( @@ -936,7 +910,7 @@ async def delete_knowledge_by_id( access_grants=model.access_grants, is_active=model.is_active, ) - Models.update_model_by_id(model.id, model_form, db=db) + await Models.update_model_by_id(model.id, model_form, db=db) # Clean up vector DB try: @@ -948,7 +922,7 @@ async def delete_knowledge_by_id( # Remove knowledge base embedding remove_knowledge_base_metadata_embedding(id) - result = Knowledges.delete_knowledge_by_id(id=id, db=db) + result = await Knowledges.delete_knowledge_by_id(id=id, db=db) return result @@ -957,11 +931,9 @@ async def delete_knowledge_by_id( ############################ -@router.post("/{id}/reset", response_model=Optional[KnowledgeResponse]) -async def reset_knowledge_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) +@router.post('/{id}/reset', response_model=Optional[KnowledgeResponse]) +async def reset_knowledge_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if not knowledge: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -970,14 +942,14 @@ async def reset_knowledge_by_id( if ( knowledge.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -999,18 +971,18 @@ async def reset_knowledge_by_id( ############################ -@router.post("/{id}/files/batch/add", response_model=Optional[KnowledgeFilesResponse]) +@router.post('/{id}/files/batch/add', response_model=Optional[KnowledgeFilesResponse]) async def add_files_to_knowledge_batch( request: Request, id: str, form_data: list[KnowledgeFileIdForm], user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """ Add multiple files to a knowledge base """ - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if not knowledge: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -1019,14 +991,14 @@ async def add_files_to_knowledge_batch( if ( knowledge.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -1034,9 +1006,9 @@ async def add_files_to_knowledge_batch( ) # Batch-fetch all files to avoid N+1 queries - log.info(f"files/batch/add - {len(form_data)} files") + log.info(f'files/batch/add - {len(form_data)} files') file_ids = [form.file_id for form in form_data] - files = Files.get_files_by_ids(file_ids, db=db) + files = await Files.get_files_by_ids(file_ids, db=db) # Verify all requested files were found found_ids = {file.id for file in files} @@ -1044,7 +1016,7 @@ async def add_files_to_knowledge_batch( if missing_ids: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=f"File {missing_ids[0]} not found", + detail=f'File {missing_ids[0]} not found', ) # Process files @@ -1056,33 +1028,29 @@ async def add_files_to_knowledge_batch( db=db, ) except Exception as e: - log.error( - f"add_files_to_knowledge_batch: Exception occurred: {e}", exc_info=True - ) + log.error(f'add_files_to_knowledge_batch: Exception occurred: {e}', exc_info=True) raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=str(e)) # Only add files that were successfully processed - successful_file_ids = [r.file_id for r in result.results if r.status == "completed"] + successful_file_ids = [r.file_id for r in result.results if r.status == 'completed'] for file_id in successful_file_ids: - Knowledges.add_file_to_knowledge_by_id( - knowledge_id=id, file_id=file_id, user_id=user.id, db=db - ) + await Knowledges.add_file_to_knowledge_by_id(knowledge_id=id, file_id=file_id, user_id=user.id, db=db) # If there were any errors, include them in the response if result.errors: - error_details = [f"{err.file_id}: {err.error}" for err in result.errors] + error_details = [f'{err.file_id}: {err.error}' for err in result.errors] return KnowledgeFilesResponse( **knowledge.model_dump(), - files=Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), + files=await Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), warnings={ - "message": "Some files failed to process", - "errors": error_details, + 'message': 'Some files failed to process', + 'errors': error_details, }, ) return KnowledgeFilesResponse( **knowledge.model_dump(), - files=Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), + files=await Knowledges.get_file_metadatas_by_id(knowledge.id, db=db), ) @@ -1091,44 +1059,47 @@ async def add_files_to_knowledge_batch( ############################ -@router.get("/{id}/export") -async def export_knowledge_by_id( - id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): +@router.get('/{id}/export') +async def export_knowledge_by_id(id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): """ Export a knowledge base as a zip file containing .txt files. Admin only. """ - knowledge = Knowledges.get_knowledge_by_id(id=id, db=db) + knowledge = await Knowledges.get_knowledge_by_id(id=id, db=db) if not knowledge: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND, ) - files = Knowledges.get_files_by_id(id, db=db) + files = await Knowledges.get_files_by_id(id, db=db) # Create zip file in memory zip_buffer = io.BytesIO() - with zipfile.ZipFile(zip_buffer, "w", zipfile.ZIP_DEFLATED) as zf: + with zipfile.ZipFile(zip_buffer, 'w', zipfile.ZIP_DEFLATED) as zf: for file in files: - content = file.data.get("content", "") if file.data else "" + content = file.data.get('content', '') if file.data else '' if content: # Use original filename with .txt extension filename = file.filename - if not filename.endswith(".txt"): - filename = f"{filename}.txt" + if not filename.endswith('.txt'): + filename = f'{filename}.txt' zf.writestr(filename, content) zip_buffer.seek(0) # Sanitize knowledge name for filename - safe_name = "".join(c if c.isalnum() or c in " -_" else "_" for c in knowledge.name) - zip_filename = f"{safe_name}.zip" + # ASCII-safe fallback for the basic filename parameter (latin-1 safe) + safe_name = ''.join(c if c.isascii() and (c.isalnum() or c in ' -_') else '_' for c in knowledge.name) + zip_filename = f'{safe_name}.zip' + + # Use RFC 5987 filename* for non-ASCII names so the browser gets the real name + quoted_name = quote(f'{knowledge.name}.zip') + content_disposition = f'attachment; filename="{zip_filename}"; filename*=UTF-8\'\'{quoted_name}' return StreamingResponse( zip_buffer, - media_type="application/zip", - headers={"Content-Disposition": f"attachment; filename={zip_filename}"}, + media_type='application/zip', + headers={'Content-Disposition': content_disposition}, ) diff --git a/backend/open_webui/routers/memories.py b/backend/open_webui/routers/memories.py index db2bf5e238..3f6c080ad6 100644 --- a/backend/open_webui/routers/memories.py +++ b/backend/open_webui/routers/memories.py @@ -7,8 +7,8 @@ from typing import Optional from open_webui.models.memories import Memories, MemoryModel from open_webui.retrieval.vector.factory import VECTOR_DB_CLIENT from open_webui.utils.auth import get_verified_user -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession from open_webui.utils.access_control import has_permission from open_webui.constants import ERROR_MESSAGES @@ -20,14 +20,16 @@ router = APIRouter() ############################ # GetMemories +# Let what is remembered here spare someone the cost +# of learning it twice. ############################ -@router.get("/", response_model=list[MemoryModel]) +@router.get('/', response_model=list[MemoryModel]) async def get_memories( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if not request.app.state.config.ENABLE_MEMORIES: raise HTTPException( @@ -35,15 +37,13 @@ async def get_memories( detail=ERROR_MESSAGES.NOT_FOUND, ) - if not has_permission( - user.id, "features.memories", request.app.state.config.USER_PERMISSIONS - ): + if not await has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - return Memories.get_memories_by_user_id(user.id, db=db) + return await Memories.get_memories_by_user_id(user.id, db=db) ############################ @@ -59,13 +59,13 @@ class MemoryUpdateModel(BaseModel): content: Optional[str] = None -@router.post("/add", response_model=Optional[MemoryModel]) +@router.post('/add', response_model=Optional[MemoryModel]) async def add_memory( request: Request, form_data: AddMemoryForm, user=Depends(get_verified_user), ): - # NOTE: We intentionally do NOT use Depends(get_session) here. + # NOTE: We intentionally do NOT use Depends(get_async_session) here. # Database operations (insert_new_memory) manage their own short-lived sessions. # This prevents holding a connection during EMBEDDING_FUNCTION() # which makes external embedding API calls (1-5+ seconds). @@ -75,26 +75,24 @@ async def add_memory( detail=ERROR_MESSAGES.NOT_FOUND, ) - if not has_permission( - user.id, "features.memories", request.app.state.config.USER_PERMISSIONS - ): + if not await has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - memory = Memories.insert_new_memory(user.id, form_data.content) + memory = await Memories.insert_new_memory(user.id, form_data.content) vector = await request.app.state.EMBEDDING_FUNCTION(memory.content, user=user) VECTOR_DB_CLIENT.upsert( - collection_name=f"user-memory-{user.id}", + collection_name=f'user-memory-{user.id}', items=[ { - "id": memory.id, - "text": memory.content, - "vector": vector, - "metadata": {"created_at": memory.created_at}, + 'id': memory.id, + 'text': memory.content, + 'vector': vector, + 'metadata': {'created_at': memory.created_at}, } ], ) @@ -112,13 +110,13 @@ class QueryMemoryForm(BaseModel): k: Optional[int] = 1 -@router.post("/query") +@router.post('/query') async def query_memory( request: Request, form_data: QueryMemoryForm, user=Depends(get_verified_user), ): - # NOTE: We intentionally do NOT use Depends(get_session) here. + # NOTE: We intentionally do NOT use Depends(get_async_session) here. # Database operations (get_memories_by_user_id) manage their own short-lived sessions. # This prevents holding a connection during EMBEDDING_FUNCTION() # which makes external embedding API calls (1-5+ seconds). @@ -128,22 +126,20 @@ async def query_memory( detail=ERROR_MESSAGES.NOT_FOUND, ) - if not has_permission( - user.id, "features.memories", request.app.state.config.USER_PERMISSIONS - ): + if not await has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - memories = Memories.get_memories_by_user_id(user.id) + memories = await Memories.get_memories_by_user_id(user.id) if not memories: - raise HTTPException(status_code=404, detail="No memories found for user") + raise HTTPException(status_code=404, detail='No memories found for user') vector = await request.app.state.EMBEDDING_FUNCTION(form_data.content, user=user) results = VECTOR_DB_CLIENT.search( - collection_name=f"user-memory-{user.id}", + collection_name=f'user-memory-{user.id}', vectors=[vector], limit=form_data.k, ) @@ -154,14 +150,14 @@ async def query_memory( ############################ # ResetMemoryFromVectorDB ############################ -@router.post("/reset", response_model=bool) +@router.post('/reset', response_model=bool) async def reset_memory_from_vector_db( request: Request, user=Depends(get_verified_user), ): """Reset user's memory vector embeddings. - CRITICAL: We intentionally do NOT use Depends(get_session) here. + CRITICAL: We intentionally do NOT use Depends(get_async_session) here. This endpoint generates embeddings for ALL user memories in parallel using asyncio.gather(). A user with 100 memories would trigger 100 embedding API calls simultaneously. With a session held, this could block a connection @@ -173,36 +169,31 @@ async def reset_memory_from_vector_db( detail=ERROR_MESSAGES.NOT_FOUND, ) - if not has_permission( - user.id, "features.memories", request.app.state.config.USER_PERMISSIONS - ): + if not await has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - VECTOR_DB_CLIENT.delete_collection(f"user-memory-{user.id}") + VECTOR_DB_CLIENT.delete_collection(f'user-memory-{user.id}') - memories = Memories.get_memories_by_user_id(user.id) + memories = await Memories.get_memories_by_user_id(user.id) # Generate vectors in parallel vectors = await asyncio.gather( - *[ - request.app.state.EMBEDDING_FUNCTION(memory.content, user=user) - for memory in memories - ] + *[request.app.state.EMBEDDING_FUNCTION(memory.content, user=user) for memory in memories] ) VECTOR_DB_CLIENT.upsert( - collection_name=f"user-memory-{user.id}", + collection_name=f'user-memory-{user.id}', items=[ { - "id": memory.id, - "text": memory.content, - "vector": vectors[idx], - "metadata": { - "created_at": memory.created_at, - "updated_at": memory.updated_at, + 'id': memory.id, + 'text': memory.content, + 'vector': vectors[idx], + 'metadata': { + 'created_at': memory.created_at, + 'updated_at': memory.updated_at, }, } for idx, memory in enumerate(memories) @@ -217,11 +208,11 @@ async def reset_memory_from_vector_db( ############################ -@router.delete("/delete/user", response_model=bool) +@router.delete('/delete/user', response_model=bool) async def delete_memory_by_user_id( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if not request.app.state.config.ENABLE_MEMORIES: raise HTTPException( @@ -229,19 +220,17 @@ async def delete_memory_by_user_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - if not has_permission( - user.id, "features.memories", request.app.state.config.USER_PERMISSIONS - ): + if not await has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - result = Memories.delete_memories_by_user_id(user.id, db=db) + result = await Memories.delete_memories_by_user_id(user.id, db=db) if result: try: - VECTOR_DB_CLIENT.delete_collection(f"user-memory-{user.id}") + VECTOR_DB_CLIENT.delete_collection(f'user-memory-{user.id}') except Exception as e: log.error(e) return True @@ -254,14 +243,14 @@ async def delete_memory_by_user_id( ############################ -@router.post("/{memory_id}/update", response_model=Optional[MemoryModel]) +@router.post('/{memory_id}/update', response_model=Optional[MemoryModel]) async def update_memory_by_id( memory_id: str, request: Request, form_data: MemoryUpdateModel, user=Depends(get_verified_user), ): - # NOTE: We intentionally do NOT use Depends(get_session) here. + # NOTE: We intentionally do NOT use Depends(get_async_session) here. # Database operations (update_memory_by_id_and_user_id) manage their own # short-lived sessions. This prevents holding a connection during # EMBEDDING_FUNCTION() which makes external API calls (1-5+ seconds). @@ -271,33 +260,29 @@ async def update_memory_by_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - if not has_permission( - user.id, "features.memories", request.app.state.config.USER_PERMISSIONS - ): + if not await has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - memory = Memories.update_memory_by_id_and_user_id( - memory_id, user.id, form_data.content - ) + memory = await Memories.update_memory_by_id_and_user_id(memory_id, user.id, form_data.content) if memory is None: - raise HTTPException(status_code=404, detail="Memory not found") + raise HTTPException(status_code=404, detail='Memory not found') if form_data.content is not None: vector = await request.app.state.EMBEDDING_FUNCTION(memory.content, user=user) VECTOR_DB_CLIENT.upsert( - collection_name=f"user-memory-{user.id}", + collection_name=f'user-memory-{user.id}', items=[ { - "id": memory.id, - "text": memory.content, - "vector": vector, - "metadata": { - "created_at": memory.created_at, - "updated_at": memory.updated_at, + 'id': memory.id, + 'text': memory.content, + 'vector': vector, + 'metadata': { + 'created_at': memory.created_at, + 'updated_at': memory.updated_at, }, } ], @@ -311,12 +296,12 @@ async def update_memory_by_id( ############################ -@router.delete("/{memory_id}", response_model=bool) +@router.delete('/{memory_id}', response_model=bool) async def delete_memory_by_id( memory_id: str, request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if not request.app.state.config.ENABLE_MEMORIES: raise HTTPException( @@ -324,20 +309,16 @@ async def delete_memory_by_id( detail=ERROR_MESSAGES.NOT_FOUND, ) - if not has_permission( - user.id, "features.memories", request.app.state.config.USER_PERMISSIONS - ): + if not await has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - result = Memories.delete_memory_by_id_and_user_id(memory_id, user.id, db=db) + result = await Memories.delete_memory_by_id_and_user_id(memory_id, user.id, db=db) if result: - VECTOR_DB_CLIENT.delete( - collection_name=f"user-memory-{user.id}", ids=[memory_id] - ) + VECTOR_DB_CLIENT.delete(collection_name=f'user-memory-{user.id}', ids=[memory_id]) return True return False diff --git a/backend/open_webui/routers/models.py b/backend/open_webui/routers/models.py index 95279bc378..b7d31321ff 100644 --- a/backend/open_webui/routers/models.py +++ b/backend/open_webui/routers/models.py @@ -35,8 +35,8 @@ from fastapi.responses import FileResponse, StreamingResponse from open_webui.utils.auth import get_admin_user, get_verified_user from open_webui.utils.access_control import has_permission, filter_allowed_access_grants from open_webui.config import BYPASS_ADMIN_ACCESS_CONTROL, STATIC_DIR -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession log = logging.getLogger(__name__) @@ -49,15 +49,15 @@ def is_valid_model_id(model_id: str) -> bool: ########################### # GetModels +# Let each model here be judged by what it does and not +# by what it claims. The house deserves honest servants. ########################### PAGE_ITEM_COUNT = 30 -@router.get( - "/list", response_model=ModelAccessListResponse -) # do NOT use "/" as path, conflicts with main.py +@router.get('/list', response_model=ModelAccessListResponse) # do NOT use "/" as path, conflicts with main.py async def get_models( query: Optional[str] = None, view_option: Optional[str] = None, @@ -66,9 +66,8 @@ async def get_models( direction: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - limit = PAGE_ITEM_COUNT page = max(1, page) @@ -76,35 +75,35 @@ async def get_models( filter = {} if query: - filter["query"] = query + filter['query'] = query if view_option: - filter["view_option"] = view_option + filter['view_option'] = view_option if tag: - filter["tag"] = tag + filter['tag'] = tag if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction # Pre-fetch user group IDs once - used for both filter and write_access check - groups = Groups.get_groups_by_member_id(user.id, db=db) + groups = await Groups.get_groups_by_member_id(user.id, db=db) user_group_ids = {group.id for group in groups} - if not user.role == "admin" or not BYPASS_ADMIN_ACCESS_CONTROL: + if not user.role == 'admin' or not BYPASS_ADMIN_ACCESS_CONTROL: if groups: - filter["group_ids"] = [group.id for group in groups] + filter['group_ids'] = [group.id for group in groups] - filter["user_id"] = user.id + filter['user_id'] = user.id - result = Models.search_models(user.id, filter=filter, skip=skip, limit=limit, db=db) + result = await Models.search_models(user.id, filter=filter, skip=skip, limit=limit, db=db) # Batch-fetch writable model IDs in a single query instead of N has_access calls model_ids = [model.id for model in result.items] - writable_model_ids = AccessGrants.get_accessible_resource_ids( + writable_model_ids = await AccessGrants.get_accessible_resource_ids( user_id=user.id, - resource_type="model", + resource_type='model', resource_ids=model_ids, - permission="write", + permission='write', user_group_ids=user_group_ids, db=db, ) @@ -114,7 +113,7 @@ async def get_models( ModelAccessResponse( **model.model_dump(), write_access=( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or user.id == model.user_id or model.id in writable_model_ids ), @@ -130,11 +129,9 @@ async def get_models( ########################### -@router.get("/base", response_model=list[ModelResponse]) -async def get_base_models( - user=Depends(get_admin_user), db: Session = Depends(get_session) -): - return Models.get_base_models(db=db) +@router.get('/base', response_model=list[ModelResponse]) +async def get_base_models(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + return await Models.get_base_models(db=db) ########################### @@ -142,24 +139,26 @@ async def get_base_models( ########################### -@router.get("/tags", response_model=list[str]) -async def get_model_tags( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: - models = Models.get_models(db=db) +@router.get('/tags', response_model=list[str]) +async def get_model_tags(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: + models = await Models.get_models(db=db) else: - models = Models.get_models_by_user_id(user.id, db=db) + models = await Models.get_models_by_user_id(user.id, db=db) tags_set = set() for model in models: if model.meta: meta = model.meta.model_dump() - for tag in meta.get("tags", []): - tags_set.add((tag.get("name"))) + for tag in meta.get('tags', []): + try: + name = tag.get('name') if isinstance(tag, dict) else str(tag) + if name: + tags_set.add(name) + except Exception: + continue - tags = [tag for tag in tags_set] - tags.sort() + tags = sorted(tags_set) return tags @@ -168,22 +167,22 @@ async def get_model_tags( ############################ -@router.post("/create", response_model=Optional[ModelModel]) +@router.post('/create', response_model=Optional[ModelModel]) async def create_new_model( request: Request, form_data: ModelForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( - user.id, "workspace.models", request.app.state.config.USER_PERMISSIONS, db=db + if user.role != 'admin' and not await has_permission( + user.id, 'workspace.models', request.app.state.config.USER_PERMISSIONS, db=db ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - model = Models.get_model_by_id(form_data.id, db=db) + model = await Models.get_model_by_id(form_data.id, db=db) if model: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -197,7 +196,15 @@ async def create_new_model( ) else: - model = Models.insert_new_model(form_data, user.id, db=db) + form_data.access_grants = await filter_allowed_access_grants( + request.app.state.config.USER_PERMISSIONS, + user.id, + user.role, + form_data.access_grants, + 'sharing.public_models', + ) + + model = await Models.insert_new_model(form_data, user.id, db=db) if model: return model else: @@ -212,15 +219,15 @@ async def create_new_model( ############################ -@router.get("/export", response_model=list[ModelModel]) +@router.get('/export', response_model=list[ModelModel]) async def export_models( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( + if user.role != 'admin' and not await has_permission( user.id, - "workspace.models_export", + 'workspace.models_export', request.app.state.config.USER_PERMISSIONS, db=db, ): @@ -229,10 +236,10 @@ async def export_models( detail=ERROR_MESSAGES.UNAUTHORIZED, ) - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: - return Models.get_models(db=db) + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: + return await Models.get_models(db=db) else: - return Models.get_models_by_user_id(user.id, db=db) + return await Models.get_models_by_user_id(user.id, db=db) ############################ @@ -244,16 +251,16 @@ class ModelsImportForm(BaseModel): models: list[dict] -@router.post("/import", response_model=bool) +@router.post('/import', response_model=bool) async def import_models( request: Request, user=Depends(get_verified_user), form_data: ModelsImportForm = (...), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( + if user.role != 'admin' and not await has_permission( user.id, - "workspace.models_import", + 'workspace.models_import', request.app.state.config.USER_PERMISSIONS, db=db, ): @@ -266,43 +273,36 @@ async def import_models( if isinstance(data, list): # Batch-fetch all existing models in one query to avoid N+1 model_ids = [ - model_data.get("id") + model_data.get('id') for model_data in data - if model_data.get("id") and is_valid_model_id(model_data.get("id")) + if model_data.get('id') and is_valid_model_id(model_data.get('id')) ] existing_models = { - model.id: model - for model in ( - Models.get_models_by_ids(model_ids, db=db) if model_ids else [] - ) + model.id: model for model in (await Models.get_models_by_ids(model_ids, db=db) if model_ids else []) } for model_data in data: # Here, you can add logic to validate model_data if needed - model_id = model_data.get("id") + model_id = model_data.get('id') if model_id and is_valid_model_id(model_id): existing_model = existing_models.get(model_id) if existing_model: # Update existing model - model_data["meta"] = model_data.get("meta", {}) - model_data["params"] = model_data.get("params", {}) + model_data['meta'] = model_data.get('meta', {}) + model_data['params'] = model_data.get('params', {}) - updated_model = ModelForm( - **{**existing_model.model_dump(), **model_data} - ) - Models.update_model_by_id(model_id, updated_model, db=db) + updated_model = ModelForm(**{**existing_model.model_dump(), **model_data}) + await Models.update_model_by_id(model_id, updated_model, db=db) else: # Insert new model - model_data["meta"] = model_data.get("meta", {}) - model_data["params"] = model_data.get("params", {}) + model_data['meta'] = model_data.get('meta', {}) + model_data['params'] = model_data.get('params', {}) new_model = ModelForm(**model_data) - Models.insert_new_model( - user_id=user.id, form_data=new_model, db=db - ) + await Models.insert_new_model(user_id=user.id, form_data=new_model, db=db) return True else: - raise HTTPException(status_code=400, detail="Invalid JSON format") + raise HTTPException(status_code=400, detail='Invalid JSON format') except Exception as e: log.exception(e) raise HTTPException(status_code=500, detail=str(e)) @@ -317,14 +317,14 @@ class SyncModelsForm(BaseModel): models: list[ModelModel] = [] -@router.post("/sync", response_model=list[ModelModel]) +@router.post('/sync', response_model=list[ModelModel]) async def sync_models( request: Request, form_data: SyncModelsForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - return Models.sync_models(user.id, form_data.models, db=db) + return await Models.sync_models(user.id, form_data.models, db=db) ########################### @@ -337,33 +337,31 @@ class ModelIdForm(BaseModel): # Note: We're not using the typical url path param here, but instead using a query parameter to allow '/' in the id -@router.get("/model", response_model=Optional[ModelAccessResponse]) -async def get_model_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - model = Models.get_model_by_id(id, db=db) +@router.get('/model', response_model=Optional[ModelAccessResponse]) +async def get_model_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + model = await Models.get_model_by_id(id, db=db) if model: if ( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or model.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="model", + resource_type='model', resource_id=model.id, - permission="read", + permission='read', db=db, ) ): return ModelAccessResponse( **model.model_dump(), write_access=( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or user.id == model.user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="model", + resource_type='model', resource_id=model.id, - permission="write", + permission='write', db=db, ) ), @@ -385,29 +383,29 @@ async def get_model_by_id( ########################### -@router.get("/model/profile/image") -def get_model_profile_image(id: str, user=Depends(get_verified_user)): - model = Models.get_model_by_id(id) +@router.get('/model/profile/image') +async def get_model_profile_image(id: str, user=Depends(get_verified_user)): + model = await Models.get_model_by_id(id) if model: etag = f'"{model.updated_at}"' if model.updated_at else None if model.meta.profile_image_url: - if model.meta.profile_image_url.startswith("http"): + if model.meta.profile_image_url.startswith('http'): return Response( status_code=status.HTTP_302_FOUND, - headers={"Location": model.meta.profile_image_url}, + headers={'Location': model.meta.profile_image_url}, ) - elif model.meta.profile_image_url.startswith("data:image"): + elif model.meta.profile_image_url.startswith('data:image'): try: - header, base64_data = model.meta.profile_image_url.split(",", 1) + header, base64_data = model.meta.profile_image_url.split(',', 1) image_data = base64.b64decode(base64_data) image_buffer = io.BytesIO(image_data) - media_type = header.split(";")[0].lstrip("data:") + media_type = header.split(';')[0].lstrip('data:') - headers = {"Content-Disposition": "inline"} + headers = {'Content-Disposition': 'inline'} if etag: - headers["ETag"] = etag + headers['ETag'] = etag return StreamingResponse( image_buffer, @@ -417,9 +415,9 @@ def get_model_profile_image(id: str, user=Depends(get_verified_user)): except Exception as e: pass - return FileResponse(f"{STATIC_DIR}/favicon.png") + return FileResponse(f'{STATIC_DIR}/favicon.png') else: - return FileResponse(f"{STATIC_DIR}/favicon.png") + return FileResponse(f'{STATIC_DIR}/favicon.png') ############################ @@ -427,31 +425,29 @@ def get_model_profile_image(id: str, user=Depends(get_verified_user)): ############################ -@router.post("/model/toggle", response_model=Optional[ModelResponse]) -async def toggle_model_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - model = Models.get_model_by_id(id, db=db) +@router.post('/model/toggle', response_model=Optional[ModelResponse]) +async def toggle_model_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + model = await Models.get_model_by_id(id, db=db) if model: if ( - user.role == "admin" + user.role == 'admin' or model.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="model", + resource_type='model', resource_id=model.id, - permission="write", + permission='write', db=db, ) ): - model = Models.toggle_model_by_id(id, db=db) + model = await Models.toggle_model_by_id(id, db=db) if model: return model else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating function"), + detail=ERROR_MESSAGES.DEFAULT('Error updating function'), ) else: raise HTTPException( @@ -470,13 +466,14 @@ async def toggle_model_by_id( ############################ -@router.post("/model/update", response_model=Optional[ModelModel]) +@router.post('/model/update', response_model=Optional[ModelModel]) async def update_model_by_id( + request: Request, form_data: ModelForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - model = Models.get_model_by_id(form_data.id, db=db) + model = await Models.get_model_by_id(form_data.id, db=db) if not model: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -485,23 +482,29 @@ async def update_model_by_id( if ( model.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="model", + resource_type='model', resource_id=model.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - model = Models.update_model_by_id( - form_data.id, ModelForm(**form_data.model_dump()), db=db + form_data.access_grants = await filter_allowed_access_grants( + request.app.state.config.USER_PERMISSIONS, + user.id, + user.role, + form_data.access_grants, + 'sharing.public_models', ) + + model = await Models.update_model_by_id(form_data.id, ModelForm(**form_data.model_dump()), db=db) return model @@ -516,24 +519,24 @@ class ModelAccessGrantsForm(BaseModel): access_grants: list[dict] -@router.post("/model/access/update", response_model=Optional[ModelModel]) +@router.post('/model/access/update', response_model=Optional[ModelModel]) async def update_model_access_by_id( request: Request, form_data: ModelAccessGrantsForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - model = Models.get_model_by_id(form_data.id, db=db) + model = await Models.get_model_by_id(form_data.id, db=db) # Non-preset models (e.g. direct Ollama/OpenAI models) may not have a DB # entry yet. Create a minimal one so access grants can be stored. if not model: - if user.role != "admin": + if user.role != 'admin': raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - model = Models.insert_new_model( + model = await Models.insert_new_model( ModelForm( id=form_data.id, name=form_data.name or form_data.id, @@ -546,38 +549,38 @@ async def update_model_access_by_id( if not model: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail=ERROR_MESSAGES.DEFAULT("Error creating model entry"), + detail=ERROR_MESSAGES.DEFAULT('Error creating model entry'), ) if ( model.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="model", + resource_type='model', resource_id=model.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - form_data.access_grants = filter_allowed_access_grants( + form_data.access_grants = await filter_allowed_access_grants( request.app.state.config.USER_PERMISSIONS, user.id, user.role, form_data.access_grants, - "sharing.public_models", + 'sharing.public_models', ) - AccessGrants.set_access_grants( - "model", form_data.id, form_data.access_grants, db=db - ) + await AccessGrants.set_access_grants('model', form_data.id, form_data.access_grants, db=db) - return Models.get_model_by_id(form_data.id, db=db) + await Models.update_model_updated_at_by_id(form_data.id, db=db) + + return await Models.get_model_by_id(form_data.id, db=db) ############################ @@ -585,13 +588,13 @@ async def update_model_access_by_id( ############################ -@router.post("/model/delete", response_model=bool) +@router.post('/model/delete', response_model=bool) async def delete_model_by_id( form_data: ModelIdForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - model = Models.get_model_by_id(form_data.id, db=db) + model = await Models.get_model_by_id(form_data.id, db=db) if not model: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -599,13 +602,13 @@ async def delete_model_by_id( ) if ( - user.role != "admin" + user.role != 'admin' and model.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="model", + resource_type='model', resource_id=model.id, - permission="write", + permission='write', db=db, ) ): @@ -614,13 +617,11 @@ async def delete_model_by_id( detail=ERROR_MESSAGES.UNAUTHORIZED, ) - result = Models.delete_model_by_id(form_data.id, db=db) + result = await Models.delete_model_by_id(form_data.id, db=db) return result -@router.delete("/delete/all", response_model=bool) -async def delete_all_models( - user=Depends(get_admin_user), db: Session = Depends(get_session) -): - result = Models.delete_all_models(db=db) +@router.delete('/delete/all', response_model=bool) +async def delete_all_models(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + result = await Models.delete_all_models(db=db) return result diff --git a/backend/open_webui/routers/notes.py b/backend/open_webui/routers/notes.py index de8c18e934..61c9fb7d95 100644 --- a/backend/open_webui/routers/notes.py +++ b/backend/open_webui/routers/notes.py @@ -27,10 +27,15 @@ from open_webui.constants import ERROR_MESSAGES from open_webui.utils.auth import get_admin_user, get_verified_user -from open_webui.utils.access_control import has_permission, filter_allowed_access_grants +from open_webui.utils.access_control import ( + has_permission, + has_public_read_access_grant, + has_public_write_access_grant, + filter_allowed_access_grants, +) from open_webui.models.access_grants import AccessGrants -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession log = logging.getLogger(__name__) @@ -40,8 +45,8 @@ router = APIRouter() def _truncate_note_data(data: Optional[dict], max_length: int = 1000) -> Optional[dict]: if not data: return data - md = (data.get("content") or {}).get("md") or "" - return {"content": {"md": md[:max_length]}} + md = (data.get('content') or {}).get('md') or '' + return {'content': {'md': md[:max_length]}} ############################ @@ -58,15 +63,15 @@ class NoteItemResponse(BaseModel): user: Optional[UserResponse] = None -@router.get("/", response_model=list[NoteItemResponse]) +@router.get('/', response_model=list[NoteItemResponse]) async def get_notes( request: Request, page: Optional[int] = None, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( - user.id, "features.notes", request.app.state.config.USER_PERMISSIONS, db=db + if user.role != 'admin' and not await has_permission( + user.id, 'features.notes', request.app.state.config.USER_PERMISSIONS, db=db ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -79,19 +84,19 @@ async def get_notes( limit = 60 skip = (page - 1) * limit - notes = Notes.get_notes_by_user_id(user.id, "read", skip=skip, limit=limit, db=db) + notes = await Notes.get_notes_by_user_id(user.id, 'read', skip=skip, limit=limit, db=db) if not notes: return [] user_ids = list(set(note.user_id for note in notes)) - users = {user.id: user for user in Users.get_users_by_user_ids(user_ids, db=db)} + users = {user.id: user for user in await Users.get_users_by_user_ids(user_ids, db=db)} return [ NoteUserResponse( **{ **note.model_dump(), - "data": _truncate_note_data(note.data), - "user": UserResponse(**users[note.user_id].model_dump()), + 'data': _truncate_note_data(note.data), + 'user': UserResponse(**users[note.user_id].model_dump()), } ) for note in notes @@ -99,7 +104,7 @@ async def get_notes( ] -@router.get("/search", response_model=NoteListResponse) +@router.get('/search', response_model=NoteListResponse) async def search_notes( request: Request, query: Optional[str] = None, @@ -109,10 +114,10 @@ async def search_notes( direction: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( - user.id, "features.notes", request.app.state.config.USER_PERMISSIONS, db=db + if user.role != 'admin' and not await has_permission( + user.id, 'features.notes', request.app.state.config.USER_PERMISSIONS, db=db ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -127,24 +132,24 @@ async def search_notes( filter = {} if query: - filter["query"] = query + filter['query'] = query if view_option: - filter["view_option"] = view_option + filter['view_option'] = view_option if permission: - filter["permission"] = permission + filter['permission'] = permission if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction - if not user.role == "admin" or not BYPASS_ADMIN_ACCESS_CONTROL: - groups = Groups.get_groups_by_member_id(user.id, db=db) + if not user.role == 'admin' or not BYPASS_ADMIN_ACCESS_CONTROL: + groups = await Groups.get_groups_by_member_id(user.id, db=db) if groups: - filter["group_ids"] = [group.id for group in groups] + filter['group_ids'] = [group.id for group in groups] - filter["user_id"] = user.id + filter['user_id'] = user.id - result = Notes.search_notes(user.id, filter, skip=skip, limit=limit, db=db) + result = await Notes.search_notes(user.id, filter, skip=skip, limit=limit, db=db) for note in result.items: note.data = _truncate_note_data(note.data) return result @@ -155,29 +160,36 @@ async def search_notes( ############################ -@router.post("/create", response_model=Optional[NoteModel]) +@router.post('/create', response_model=Optional[NoteModel]) async def create_new_note( request: Request, form_data: NoteForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( - user.id, "features.notes", request.app.state.config.USER_PERMISSIONS, db=db + if user.role != 'admin' and not await has_permission( + user.id, 'features.notes', request.app.state.config.USER_PERMISSIONS, db=db ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) + form_data.access_grants = await filter_allowed_access_grants( + request.app.state.config.USER_PERMISSIONS, + user.id, + user.role, + form_data.access_grants, + 'sharing.public_notes', + db=db, + ) + try: - note = Notes.insert_new_note(user.id, form_data, db=db) + note = await Notes.insert_new_note(user.id, form_data, db=db) return note except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -189,54 +201,50 @@ class NoteResponse(NoteModel): write_access: bool = False -@router.get("/{id}", response_model=Optional[NoteResponse]) +@router.get('/{id}', response_model=Optional[NoteResponse]) async def get_note_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( - user.id, "features.notes", request.app.state.config.USER_PERMISSIONS, db=db + if user.role != 'admin' and not await has_permission( + user.id, 'features.notes', request.app.state.config.USER_PERMISSIONS, db=db ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - note = Notes.get_note_by_id(id, db=db) + note = await Notes.get_note_by_id(id, db=db) if not note: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if user.role != "admin" and ( + if user.role != 'admin' and ( user.id != note.user_id and ( - not AccessGrants.has_access( + not await AccessGrants.has_access( user_id=user.id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="read", + permission='read', db=db, ) ) ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) write_access = ( - user.role == "admin" + user.role == 'admin' or (user.id == note.user_id) - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="write", + permission='write', db=db, ) - or has_public_read_access_grant(note.access_grants) + or has_public_write_access_grant(note.access_grants) ) return NoteResponse(**note.model_dump(), write_access=write_access) @@ -247,65 +255,59 @@ async def get_note_by_id( ############################ -@router.post("/{id}/update", response_model=Optional[NoteModel]) +@router.post('/{id}/update', response_model=Optional[NoteModel]) async def update_note_by_id( request: Request, id: str, form_data: NoteForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( - user.id, "features.notes", request.app.state.config.USER_PERMISSIONS, db=db + if user.role != 'admin' and not await has_permission( + user.id, 'features.notes', request.app.state.config.USER_PERMISSIONS, db=db ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - note = Notes.get_note_by_id(id, db=db) + note = await Notes.get_note_by_id(id, db=db) if not note: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if user.role != "admin" and ( + if user.role != 'admin' and ( user.id != note.user_id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="write", + permission='write', db=db, ) ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - form_data.access_grants = filter_allowed_access_grants( + form_data.access_grants = await filter_allowed_access_grants( request.app.state.config.USER_PERMISSIONS, user.id, user.role, form_data.access_grants, - "sharing.public_notes", + 'sharing.public_notes', db=db, ) try: - note = Notes.update_note_by_id(id, form_data, db=db) + note = await Notes.update_note_by_id(id, form_data, db=db) await sio.emit( - "note-events", + 'note-events', note.model_dump(), - to=f"note:{note.id}", + to=f'note:{note.id}', ) return note except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) ############################ @@ -317,53 +319,49 @@ class NoteAccessGrantsForm(BaseModel): access_grants: list[dict] -@router.post("/{id}/access/update", response_model=Optional[NoteModel]) +@router.post('/{id}/access/update', response_model=Optional[NoteModel]) async def update_note_access_by_id( request: Request, id: str, form_data: NoteAccessGrantsForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( - user.id, "features.notes", request.app.state.config.USER_PERMISSIONS, db=db + if user.role != 'admin' and not await has_permission( + user.id, 'features.notes', request.app.state.config.USER_PERMISSIONS, db=db ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - note = Notes.get_note_by_id(id, db=db) + note = await Notes.get_note_by_id(id, db=db) if not note: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if user.role != "admin" and ( + if user.role != 'admin' and ( user.id != note.user_id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="write", + permission='write', db=db, ) ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) - form_data.access_grants = filter_allowed_access_grants( + form_data.access_grants = await filter_allowed_access_grants( request.app.state.config.USER_PERMISSIONS, user.id, user.role, form_data.access_grants, - "sharing.public_notes", + 'sharing.public_notes', ) - AccessGrants.set_access_grants("note", id, form_data.access_grants, db=db) + await AccessGrants.set_access_grants('note', id, form_data.access_grants, db=db) - return Notes.get_note_by_id(id, db=db) + return await Notes.get_note_by_id(id, db=db) ############################ @@ -371,46 +369,40 @@ async def update_note_access_by_id( ############################ -@router.delete("/{id}/delete", response_model=bool) +@router.delete('/{id}/delete', response_model=bool) async def delete_note_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( - user.id, "features.notes", request.app.state.config.USER_PERMISSIONS, db=db + if user.role != 'admin' and not await has_permission( + user.id, 'features.notes', request.app.state.config.USER_PERMISSIONS, db=db ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - note = Notes.get_note_by_id(id, db=db) + note = await Notes.get_note_by_id(id, db=db) if not note: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) - if user.role != "admin" and ( + if user.role != 'admin' and ( user.id != note.user_id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="write", + permission='write', db=db, ) ): - raise HTTPException( - status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.DEFAULT()) try: - note = Notes.delete_note_by_id(id, db=db) + note = await Notes.delete_note_by_id(id, db=db) return True except Exception as e: log.exception(e) - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT() - ) + raise HTTPException(status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT()) diff --git a/backend/open_webui/routers/ollama.py b/backend/open_webui/routers/ollama.py index 926e2c02ad..11c916846a 100644 --- a/backend/open_webui/routers/ollama.py +++ b/backend/open_webui/routers/ollama.py @@ -15,7 +15,7 @@ from typing import Optional, Union from urllib.parse import urlparse import aiohttp from aiocache import cached -import requests + from open_webui.utils.headers import include_user_info_headers from open_webui.models.chats import Chats @@ -39,14 +39,15 @@ from fastapi.middleware.cors import CORSMiddleware from fastapi.responses import StreamingResponse from pydantic import BaseModel, ConfigDict, validator -from sqlalchemy.orm import Session +from sqlalchemy.ext.asyncio import AsyncSession -from open_webui.internal.db import get_session +from open_webui.internal.db import get_async_session from open_webui.models.models import Models from open_webui.models.access_grants import AccessGrants from open_webui.models.groups import Groups +from open_webui.utils.access_control import check_model_access from open_webui.utils.misc import ( calculate_sha256, cleanup_response, @@ -77,6 +78,8 @@ log = logging.getLogger(__name__) ########################################## # # Utility functions +# Let what runs locally be trusted, and let no weight +# be loaded without serving the one who waits for the answer. # ########################################## @@ -86,8 +89,8 @@ async def send_get_request(url, key=None, user: UserModel = None): try: async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: headers = { - "Content-Type": "application/json", - **({"Authorization": f"Bearer {key}"} if key else {}), + 'Content-Type': 'application/json', + **({'Authorization': f'Bearer {key}'} if key else {}), } if ENABLE_FORWARD_USER_INFO_HEADERS and user: @@ -101,65 +104,64 @@ async def send_get_request(url, key=None, user: UserModel = None): return await response.json() except Exception as e: # Handle connection error here - log.error(f"Connection error: {e}") + log.error(f'Connection error: {e}') return None -async def send_post_request( +async def send_request( url: str, - payload: Union[str, bytes], - stream: bool = True, + method: str = 'POST', + *, + payload: Optional[Union[str, bytes]] = None, key: Optional[str] = None, - content_type: Optional[str] = None, user: UserModel = None, + stream: bool = False, + content_type: Optional[str] = None, metadata: Optional[dict] = None, ): - r = None streaming = False try: session = aiohttp.ClientSession( - trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) + trust_env=True, + timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT), ) headers = { - "Content-Type": "application/json", - **({"Authorization": f"Bearer {key}"} if key else {}), + 'Content-Type': 'application/json', + **({'Authorization': f'Bearer {key}'} if key else {}), } if ENABLE_FORWARD_USER_INFO_HEADERS and user: headers = include_user_info_headers(headers, user) - if metadata and metadata.get("chat_id"): - headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = metadata.get("chat_id") + if metadata and metadata.get('chat_id'): + headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = metadata.get('chat_id') - r = await session.post( - url, - data=payload, - headers=headers, + r = await session.request( + method, url, data=payload, headers=headers, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) - if r.ok is False: + if not r.ok: try: res = await r.json() - await cleanup_response(r, session) - if "error" in res: - raise HTTPException(status_code=r.status, detail=res["error"]) - except HTTPException as e: - raise e # Re-raise HTTPException to be handled by FastAPI + if 'error' in res: + raise HTTPException(status_code=r.status, detail=res['error']) + except HTTPException: + raise except Exception as e: - log.error(f"Failed to parse error response: {e}") - raise HTTPException( - status_code=r.status, - detail=f"Open WebUI: Server Connection Error", - ) + log.error(f'Failed to parse error response: {e}') + raise HTTPException( + status_code=r.status, + detail='Open WebUI: Server Connection Error', + ) + + r.raise_for_status() - r.raise_for_status() # Raises an error for bad responses (4xx, 5xx) if stream: response_headers = dict(r.headers) - if content_type: - response_headers["Content-Type"] = content_type + response_headers['Content-Type'] = content_type streaming = True return StreamingResponse( @@ -168,17 +170,17 @@ async def send_post_request( headers=response_headers, ) else: - res = await r.json() - return res + try: + return await r.json() + except Exception: + return None - except HTTPException as e: - raise e # Re-raise HTTPException to be handled by FastAPI + except HTTPException: + raise except Exception as e: - detail = f"Ollama: {e}" - raise HTTPException( status_code=r.status if r else 500, - detail=detail if e else "Open WebUI: Server Connection Error", + detail=f'Ollama: {e}' if str(e) else 'Open WebUI: Server Connection Error', ) finally: if not streaming: @@ -187,10 +189,8 @@ async def send_post_request( def get_api_key(idx, url, configs): parsed_url = urlparse(url) - base_url = f"{parsed_url.scheme}://{parsed_url.netloc}" - return configs.get(str(idx), configs.get(base_url, {})).get( - "key", None - ) # Legacy support + base_url = f'{parsed_url.scheme}://{parsed_url.netloc}' + return configs.get(str(idx), configs.get(base_url, {})).get('key', None) # Legacy support ########################################## @@ -202,10 +202,10 @@ def get_api_key(idx, url, configs): router = APIRouter() -@router.head("/") -@router.get("/") +@router.head('/') +@router.get('/') async def get_status(): - return {"status": True} + return {'status': True} class ConnectionVerificationForm(BaseModel): @@ -213,10 +213,8 @@ class ConnectionVerificationForm(BaseModel): key: Optional[str] = None -@router.post("/verify") -async def verify_connection( - form_data: ConnectionVerificationForm, user=Depends(get_admin_user) -): +@router.post('/verify') +async def verify_connection(form_data: ConnectionVerificationForm, user=Depends(get_admin_user)): url = form_data.url key = form_data.key @@ -226,44 +224,42 @@ async def verify_connection( ) as session: try: headers = { - **({"Authorization": f"Bearer {key}"} if key else {}), + **({'Authorization': f'Bearer {key}'} if key else {}), } if ENABLE_FORWARD_USER_INFO_HEADERS and user: headers = include_user_info_headers(headers, user) async with session.get( - f"{url}/api/version", + f'{url}/api/version', headers=headers, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as r: if r.status != 200: - detail = f"HTTP Error: {r.status}" + detail = f'HTTP Error: {r.status}' res = await r.json() - if "error" in res: - detail = f"External Error: {res['error']}" + if 'error' in res: + detail = f'External Error: {res["error"]}' raise Exception(detail) data = await r.json() return data except aiohttp.ClientError as e: - log.exception(f"Client error: {str(e)}") - raise HTTPException( - status_code=500, detail="Open WebUI: Server Connection Error" - ) + log.exception(f'Client error: {str(e)}') + raise HTTPException(status_code=500, detail='Open WebUI: Server Connection Error') except Exception as e: - log.exception(f"Unexpected error: {e}") - error_detail = f"Unexpected error: {str(e)}" + log.exception(f'Unexpected error: {e}') + error_detail = f'Unexpected error: {str(e)}' raise HTTPException(status_code=500, detail=error_detail) -@router.get("/config") +@router.get('/config') async def get_config(request: Request, user=Depends(get_admin_user)): return { - "ENABLE_OLLAMA_API": request.app.state.config.ENABLE_OLLAMA_API, - "OLLAMA_BASE_URLS": request.app.state.config.OLLAMA_BASE_URLS, - "OLLAMA_API_CONFIGS": request.app.state.config.OLLAMA_API_CONFIGS, + 'ENABLE_OLLAMA_API': request.app.state.config.ENABLE_OLLAMA_API, + 'OLLAMA_BASE_URLS': request.app.state.config.OLLAMA_BASE_URLS, + 'OLLAMA_API_CONFIGS': request.app.state.config.OLLAMA_API_CONFIGS, } @@ -273,10 +269,8 @@ class OllamaConfigForm(BaseModel): OLLAMA_API_CONFIGS: dict -@router.post("/config/update") -async def update_config( - request: Request, form_data: OllamaConfigForm, user=Depends(get_admin_user) -): +@router.post('/config/update') +async def update_config(request: Request, form_data: OllamaConfigForm, user=Depends(get_admin_user)): request.app.state.config.ENABLE_OLLAMA_API = form_data.ENABLE_OLLAMA_API request.app.state.config.OLLAMA_BASE_URLS = form_data.OLLAMA_BASE_URLS @@ -285,15 +279,13 @@ async def update_config( # Remove the API configs that are not in the API URLS keys = list(map(str, range(len(request.app.state.config.OLLAMA_BASE_URLS)))) request.app.state.config.OLLAMA_API_CONFIGS = { - key: value - for key, value in request.app.state.config.OLLAMA_API_CONFIGS.items() - if key in keys + key: value for key, value in request.app.state.config.OLLAMA_API_CONFIGS.items() if key in keys } return { - "ENABLE_OLLAMA_API": request.app.state.config.ENABLE_OLLAMA_API, - "OLLAMA_BASE_URLS": request.app.state.config.OLLAMA_BASE_URLS, - "OLLAMA_API_CONFIGS": request.app.state.config.OLLAMA_API_CONFIGS, + 'ENABLE_OLLAMA_API': request.app.state.config.ENABLE_OLLAMA_API, + 'OLLAMA_BASE_URLS': request.app.state.config.OLLAMA_BASE_URLS, + 'OLLAMA_API_CONFIGS': request.app.state.config.OLLAMA_API_CONFIGS, } @@ -303,45 +295,41 @@ def merge_ollama_models_lists(model_lists): for idx, model_list in enumerate(model_lists): if model_list is not None: for model in model_list: - id = model.get("model") + id = model.get('model') if id is not None: if id not in merged_models: - model["urls"] = [idx] + model['urls'] = [idx] merged_models[id] = model else: - merged_models[id]["urls"].append(idx) + merged_models[id]['urls'].append(idx) return list(merged_models.values()) @cached( ttl=MODELS_CACHE_TTL, - key=lambda _, user: f"ollama_all_models_{user.id}" if user else "ollama_all_models", + key=lambda _, user: f'ollama_all_models_{user.id}' if user else 'ollama_all_models', ) async def get_all_models(request: Request, user: UserModel = None): - log.info("get_all_models()") + log.info('get_all_models()') if request.app.state.config.ENABLE_OLLAMA_API: request_tasks = [] for idx, url in enumerate(request.app.state.config.OLLAMA_BASE_URLS): if (str(idx) not in request.app.state.config.OLLAMA_API_CONFIGS) and ( url not in request.app.state.config.OLLAMA_API_CONFIGS # Legacy support ): - request_tasks.append(send_get_request(f"{url}/api/tags", user=user)) + request_tasks.append(send_get_request(f'{url}/api/tags', user=user)) else: api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( str(idx), - request.app.state.config.OLLAMA_API_CONFIGS.get( - url, {} - ), # Legacy support + request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support ) - enable = api_config.get("enable", True) - key = api_config.get("key", None) + enable = api_config.get('enable', True) + key = api_config.get('key', None) if enable: - request_tasks.append( - send_get_request(f"{url}/api/tags", key, user=user) - ) + request_tasks.append(send_get_request(f'{url}/api/tags', key, user=user)) else: request_tasks.append(asyncio.ensure_future(asyncio.sleep(0, None))) @@ -352,39 +340,37 @@ async def get_all_models(request: Request, user: UserModel = None): url = request.app.state.config.OLLAMA_BASE_URLS[idx] api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( str(idx), - request.app.state.config.OLLAMA_API_CONFIGS.get( - url, {} - ), # Legacy support + request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support ) - connection_type = api_config.get("connection_type", "local") + connection_type = api_config.get('connection_type', 'local') - prefix_id = api_config.get("prefix_id", None) - tags = api_config.get("tags", []) - model_ids = api_config.get("model_ids", []) + prefix_id = api_config.get('prefix_id', None) + tags = api_config.get('tags', []) + model_ids = api_config.get('model_ids', []) - if len(model_ids) != 0 and "models" in response: - response["models"] = list( + if len(model_ids) != 0 and 'models' in response: + response['models'] = list( filter( - lambda model: model["model"] in model_ids, - response["models"], + lambda model: model['model'] in model_ids, + response['models'], ) ) - for model in response.get("models", []): + for model in response.get('models', []): if prefix_id: - model["model"] = f"{prefix_id}.{model['model']}" + model['model'] = f'{prefix_id}.{model["model"]}' if tags: - model["tags"] = tags + model['tags'] = tags if connection_type: - model["connection_type"] = connection_type + model['connection_type'] = connection_type models = { - "models": merge_ollama_models_lists( + 'models': merge_ollama_models_lists( map( - lambda response: response.get("models", []) if response else None, + lambda response: response.get('models', []) if response else None, responses, ) ) @@ -392,66 +378,53 @@ async def get_all_models(request: Request, user: UserModel = None): try: loaded_models = await get_ollama_loaded_models(request, user=user) - expires_map = { - m["model"]: m["expires_at"] - for m in loaded_models["models"] - if "expires_at" in m - } + expires_map = {m['model']: m['expires_at'] for m in loaded_models['models'] if 'expires_at' in m} - for m in models["models"]: - if m["model"] in expires_map: + for m in models['models']: + if m['model'] in expires_map: # Parse ISO8601 datetime with offset, get unix timestamp as int - dt = datetime.fromisoformat(expires_map[m["model"]]) - m["expires_at"] = int(dt.timestamp()) + dt = datetime.fromisoformat(expires_map[m['model']]) + m['expires_at'] = int(dt.timestamp()) except Exception as e: - log.debug(f"Failed to get loaded models: {e}") + log.debug(f'Failed to get loaded models: {e}') else: - models = {"models": []} + models = {'models': []} - request.app.state.OLLAMA_MODELS = { - model["model"]: model for model in models["models"] - } + request.app.state.OLLAMA_MODELS = {model['model']: model for model in models['models']} return models async def get_filtered_models(models, user, db=None): # Filter models based on user access control - model_ids = [model["model"] for model in models.get("models", [])] - model_infos = { - model_info.id: model_info - for model_info in Models.get_models_by_ids(model_ids, db=db) - } - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id, db=db) - } + model_ids = [model['model'] for model in models.get('models', [])] + model_infos = {model_info.id: model_info for model_info in await Models.get_models_by_ids(model_ids, db=db)} + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id, db=db)} # Batch-fetch accessible resource IDs in a single query instead of N has_access calls - accessible_model_ids = AccessGrants.get_accessible_resource_ids( + accessible_model_ids = await AccessGrants.get_accessible_resource_ids( user_id=user.id, - resource_type="model", + resource_type='model', resource_ids=list(model_infos.keys()), - permission="read", + permission='read', user_group_ids=user_group_ids, db=db, ) filtered_models = [] - for model in models.get("models", []): - model_info = model_infos.get(model["model"]) + for model in models.get('models', []): + model_info = model_infos.get(model['model']) if model_info: if user.id == model_info.user_id or model_info.id in accessible_model_ids: filtered_models.append(model) return filtered_models -@router.get("/api/tags") -@router.get("/api/tags/{url_idx}") -async def get_ollama_tags( - request: Request, url_idx: Optional[int] = None, user=Depends(get_verified_user) -): +@router.get('/api/tags') +@router.get('/api/tags/{url_idx}') +async def get_ollama_tags(request: Request, url_idx: Optional[int] = None, user=Depends(get_verified_user)): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') models = [] @@ -460,48 +433,15 @@ async def get_ollama_tags( else: url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] key = get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS) + models = await send_request(f'{url}/api/tags', 'GET', key=key, user=user) - r = None - try: - headers = { - **({"Authorization": f"Bearer {key}"} if key else {}), - } - - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) - - r = requests.request( - method="GET", - url=f"{url}/api/tags", - headers=headers, - ) - r.raise_for_status() - - models = r.json() - except Exception as e: - log.exception(e) - - detail = None - if r is not None: - try: - res = r.json() - if "error" in res: - detail = f"Ollama: {res['error']}" - except Exception: - detail = f"Ollama: {e}" - - raise HTTPException( - status_code=r.status_code if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", - ) - - if user.role == "user" and not BYPASS_MODEL_ACCESS_CONTROL: - models["models"] = await get_filtered_models(models, user) + if user.role == 'user' and not BYPASS_MODEL_ACCESS_CONTROL: + models['models'] = await get_filtered_models(models, user) return models -@router.get("/api/ps") +@router.get('/api/ps') async def get_ollama_loaded_models(request: Request, user=Depends(get_admin_user)): """ List models that are currently loaded into Ollama memory, and which node they are loaded on. @@ -512,22 +452,18 @@ async def get_ollama_loaded_models(request: Request, user=Depends(get_admin_user if (str(idx) not in request.app.state.config.OLLAMA_API_CONFIGS) and ( url not in request.app.state.config.OLLAMA_API_CONFIGS # Legacy support ): - request_tasks.append(send_get_request(f"{url}/api/ps", user=user)) + request_tasks.append(send_get_request(f'{url}/api/ps', user=user)) else: api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( str(idx), - request.app.state.config.OLLAMA_API_CONFIGS.get( - url, {} - ), # Legacy support + request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support ) - enable = api_config.get("enable", True) - key = api_config.get("key", None) + enable = api_config.get('enable', True) + key = api_config.get('key', None) if enable: - request_tasks.append( - send_get_request(f"{url}/api/ps", key, user=user) - ) + request_tasks.append(send_get_request(f'{url}/api/ps', key, user=user)) else: request_tasks.append(asyncio.ensure_future(asyncio.sleep(0, None))) @@ -538,33 +474,31 @@ async def get_ollama_loaded_models(request: Request, user=Depends(get_admin_user url = request.app.state.config.OLLAMA_BASE_URLS[idx] api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( str(idx), - request.app.state.config.OLLAMA_API_CONFIGS.get( - url, {} - ), # Legacy support + request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support ) - prefix_id = api_config.get("prefix_id", None) + prefix_id = api_config.get('prefix_id', None) - for model in response.get("models", []): + for model in response.get('models', []): if prefix_id: - model["model"] = f"{prefix_id}.{model['model']}" + model['model'] = f'{prefix_id}.{model["model"]}' models = { - "models": merge_ollama_models_lists( + 'models': merge_ollama_models_lists( map( - lambda response: response.get("models", []) if response else None, + lambda response: response.get('models', []) if response else None, responses, ) ) } else: - models = {"models": []} + models = {'models': []} return models -@router.get("/api/version") -@router.get("/api/version/{url_idx}") +@router.get('/api/version') +@router.get('/api/version/{url_idx}') async def get_ollama_versions(request: Request, url_idx: Optional[int] = None): if request.app.state.config.ENABLE_OLLAMA_API: if url_idx is None: @@ -574,18 +508,16 @@ async def get_ollama_versions(request: Request, url_idx: Optional[int] = None): for idx, url in enumerate(request.app.state.config.OLLAMA_BASE_URLS): api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( str(idx), - request.app.state.config.OLLAMA_API_CONFIGS.get( - url, {} - ), # Legacy support + request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support ) - enable = api_config.get("enable", True) - key = api_config.get("key", None) + enable = api_config.get('enable', True) + key = api_config.get('key', None) if enable: request_tasks.append( send_get_request( - f"{url}/api/version", + f'{url}/api/version', key, ) ) @@ -596,12 +528,10 @@ async def get_ollama_versions(request: Request, url_idx: Optional[int] = None): if len(responses) > 0: lowest_version = min( responses, - key=lambda x: tuple( - map(int, re.sub(r"^v|-.*", "", x["version"]).split(".")) - ), + key=lambda x: tuple(map(int, re.sub(r'^v|-.*', '', x['version']).split('.'))), ) - return {"version": lowest_version["version"]} + return {'version': lowest_version['version']} else: raise HTTPException( status_code=500, @@ -609,63 +539,37 @@ async def get_ollama_versions(request: Request, url_idx: Optional[int] = None): ) else: url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] - - r = None - try: - r = requests.request(method="GET", url=f"{url}/api/version") - r.raise_for_status() - - return r.json() - except Exception as e: - log.exception(e) - - detail = None - if r is not None: - try: - res = r.json() - if "error" in res: - detail = f"Ollama: {res['error']}" - except Exception: - detail = f"Ollama: {e}" - - raise HTTPException( - status_code=r.status_code if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", - ) + return await send_request(f'{url}/api/version', 'GET') else: - return {"version": False} + return {'version': False} class ModelNameForm(BaseModel): model: Optional[str] = None model_config = ConfigDict( - extra="allow", + extra='allow', ) -@router.post("/api/unload") +@router.post('/api/unload') async def unload_model( request: Request, form_data: ModelNameForm, user=Depends(get_admin_user), ): form_data = form_data.model_dump(exclude_none=True) - model_name = form_data.get("model", form_data.get("name")) + model_name = form_data.get('model', form_data.get('name')) if not model_name: - raise HTTPException( - status_code=400, detail="Missing name of the model to unload." - ) + raise HTTPException(status_code=400, detail='Missing name of the model to unload.') # Refresh/load models if needed, get mapping from name to URLs await get_all_models(request, user=user) models = request.app.state.OLLAMA_MODELS if model_name not in models: - raise HTTPException( - status_code=400, detail=ERROR_MESSAGES.MODEL_NOT_FOUND(model_name) - ) - url_indices = models[model_name]["urls"] + raise HTTPException(status_code=400, detail=ERROR_MESSAGES.MODEL_NOT_FOUND(model_name)) + url_indices = models[model_name]['urls'] # Send unload to ALL url_indices results = [] @@ -677,36 +581,35 @@ async def unload_model( ) key = get_api_key(idx, url, request.app.state.config.OLLAMA_API_CONFIGS) - prefix_id = api_config.get("prefix_id", None) - if prefix_id and model_name.startswith(f"{prefix_id}."): - model_name = model_name[len(f"{prefix_id}.") :] + prefix_id = api_config.get('prefix_id', None) + if prefix_id and model_name.startswith(f'{prefix_id}.'): + model_name = model_name[len(f'{prefix_id}.') :] - payload = {"model": model_name, "keep_alive": 0, "prompt": ""} + payload = {'model': model_name, 'keep_alive': 0, 'prompt': ''} try: - res = await send_post_request( - url=f"{url}/api/generate", + res = await send_request( + f'{url}/api/generate', payload=json.dumps(payload), - stream=False, key=key, user=user, ) - results.append({"url_idx": idx, "success": True, "response": res}) + results.append({'url_idx': idx, 'success': True, 'response': res}) except Exception as e: - log.exception(f"Failed to unload model on node {idx}: {e}") - errors.append({"url_idx": idx, "success": False, "error": str(e)}) + log.exception(f'Failed to unload model on node {idx}: {e}') + errors.append({'url_idx': idx, 'success': False, 'error': str(e)}) if len(errors) > 0: raise HTTPException( status_code=500, - detail=f"Failed to unload model on {len(errors)} nodes: {errors}", + detail=f'Failed to unload model on {len(errors)} nodes: {errors}', ) - return {"status": True} + return {'status': True} -@router.post("/api/pull") -@router.post("/api/pull/{url_idx}") +@router.post('/api/pull') +@router.post('/api/pull/{url_idx}') async def pull_model( request: Request, form_data: ModelNameForm, @@ -714,22 +617,23 @@ async def pull_model( user=Depends(get_admin_user), ): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') form_data = form_data.model_dump(exclude_none=True) - form_data["model"] = form_data.get("model", form_data.get("name")) + form_data['model'] = form_data.get('model', form_data.get('name')) url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] - log.info(f"url: {url}") + log.info(f'url: {url}') # Admin should be able to pull models from any source - payload = {**form_data, "insecure": True} + payload = {**form_data, 'insecure': True} - return await send_post_request( - url=f"{url}/api/pull", + return await send_request( + f'{url}/api/pull', payload=json.dumps(payload), key=get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS), user=user, + stream=True, ) @@ -739,8 +643,8 @@ class PushModelForm(BaseModel): stream: Optional[bool] = None -@router.delete("/api/push") -@router.delete("/api/push/{url_idx}") +@router.delete('/api/push') +@router.delete('/api/push/{url_idx}') async def push_model( request: Request, form_data: PushModelForm, @@ -748,14 +652,14 @@ async def push_model( user=Depends(get_admin_user), ): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') if url_idx is None: await get_all_models(request, user=user) models = request.app.state.OLLAMA_MODELS if form_data.model in models: - url_idx = models[form_data.model]["urls"][0] + url_idx = models[form_data.model]['urls'][0] else: raise HTTPException( status_code=400, @@ -763,13 +667,14 @@ async def push_model( ) url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] - log.debug(f"url: {url}") + log.debug(f'url: {url}') - return await send_post_request( - url=f"{url}/api/push", + return await send_request( + f'{url}/api/push', payload=form_data.model_dump_json(exclude_none=True).encode(), key=get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS), user=user, + stream=True, ) @@ -778,11 +683,11 @@ class CreateModelForm(BaseModel): stream: Optional[bool] = None path: Optional[str] = None - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') -@router.post("/api/create") -@router.post("/api/create/{url_idx}") +@router.post('/api/create') +@router.post('/api/create/{url_idx}') async def create_model( request: Request, form_data: CreateModelForm, @@ -790,16 +695,17 @@ async def create_model( user=Depends(get_admin_user), ): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') - log.debug(f"form_data: {form_data}") + log.debug(f'form_data: {form_data}') url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] - return await send_post_request( - url=f"{url}/api/create", + return await send_request( + f'{url}/api/create', payload=form_data.model_dump_json(exclude_none=True).encode(), key=get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS), user=user, + stream=True, ) @@ -808,8 +714,8 @@ class CopyModelForm(BaseModel): destination: str -@router.post("/api/copy") -@router.post("/api/copy/{url_idx}") +@router.post('/api/copy') +@router.post('/api/copy/{url_idx}') async def copy_model( request: Request, form_data: CopyModelForm, @@ -817,14 +723,14 @@ async def copy_model( user=Depends(get_admin_user), ): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') if url_idx is None: await get_all_models(request, user=user) models = request.app.state.OLLAMA_MODELS if form_data.source in models: - url_idx = models[form_data.source]["urls"][0] + url_idx = models[form_data.source]['urls'][0] else: raise HTTPException( status_code=400, @@ -834,45 +740,17 @@ async def copy_model( url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] key = get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS) - try: - headers = { - "Content-Type": "application/json", - **({"Authorization": f"Bearer {key}"} if key else {}), - } - - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) - - r = requests.request( - method="POST", - url=f"{url}/api/copy", - headers=headers, - data=form_data.model_dump_json(exclude_none=True).encode(), - ) - r.raise_for_status() - - log.debug(f"r.text: {r.text}") - return True - except Exception as e: - log.exception(e) - - detail = None - if r is not None: - try: - res = r.json() - if "error" in res: - detail = f"Ollama: {res['error']}" - except Exception: - detail = f"Ollama: {e}" - - raise HTTPException( - status_code=r.status_code if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", - ) + await send_request( + f'{url}/api/copy', + payload=form_data.model_dump_json(exclude_none=True).encode(), + key=key, + user=user, + ) + return True -@router.delete("/api/delete") -@router.delete("/api/delete/{url_idx}") +@router.delete('/api/delete') +@router.delete('/api/delete/{url_idx}') async def delete_model( request: Request, form_data: ModelNameForm, @@ -880,19 +758,19 @@ async def delete_model( user=Depends(get_admin_user), ): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') form_data = form_data.model_dump(exclude_none=True) - form_data["model"] = form_data.get("model", form_data.get("name")) + form_data['model'] = form_data.get('model', form_data.get('name')) - model = form_data.get("model") + model = form_data.get('model') if url_idx is None: await get_all_models(request, user=user) models = request.app.state.OLLAMA_MODELS if model in models: - url_idx = models[model]["urls"][0] + url_idx = models[model]['urls'][0] else: raise HTTPException( status_code=400, @@ -902,101 +780,48 @@ async def delete_model( url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] key = get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS) - r = None - try: - headers = { - "Content-Type": "application/json", - **({"Authorization": f"Bearer {key}"} if key else {}), - } - - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) - - r = requests.request( - method="DELETE", - url=f"{url}/api/delete", - headers=headers, - json=form_data, - ) - r.raise_for_status() - - log.debug(f"r.text: {r.text}") - return True - except Exception as e: - log.exception(e) - - detail = None - if r is not None: - try: - res = r.json() - if "error" in res: - detail = f"Ollama: {res['error']}" - except Exception: - detail = f"Ollama: {e}" - - raise HTTPException( - status_code=r.status_code if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", - ) + await send_request( + f'{url}/api/delete', 'DELETE', + payload=json.dumps(form_data), + key=key, + user=user, + ) + return True -@router.post("/api/show") -async def show_model_info( - request: Request, form_data: ModelNameForm, user=Depends(get_verified_user) -): +@router.post('/api/show') +async def show_model_info(request: Request, form_data: ModelNameForm, user=Depends(get_verified_user)): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') form_data = form_data.model_dump(exclude_none=True) - form_data["model"] = form_data.get("model", form_data.get("name")) + form_data['model'] = form_data.get('model', form_data.get('name')) + + model = form_data.get('model') + + # Enforce per-model access control + await check_model_access(user, await Models.get_model_by_id(model), BYPASS_MODEL_ACCESS_CONTROL) await get_all_models(request, user=user) models = request.app.state.OLLAMA_MODELS - model = form_data.get("model") - if model not in models: raise HTTPException( status_code=400, detail=ERROR_MESSAGES.MODEL_NOT_FOUND(model), ) - url_idx = random.choice(models[model]["urls"]) + url_idx = random.choice(models[model]['urls']) url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] key = get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS) - try: - headers = { - "Content-Type": "application/json", - **({"Authorization": f"Bearer {key}"} if key else {}), - } - - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) - - r = requests.request( - method="POST", url=f"{url}/api/show", headers=headers, json=form_data - ) - r.raise_for_status() - - return r.json() - except Exception as e: - log.exception(e) - - detail = None - if r is not None: - try: - res = r.json() - if "error" in res: - detail = f"Ollama: {res['error']}" - except Exception: - detail = f"Ollama: {e}" - - raise HTTPException( - status_code=r.status_code if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", - ) + return await send_request( + f'{url}/api/show', + payload=json.dumps(form_data), + key=key, + user=user, + ) class GenerateEmbedForm(BaseModel): @@ -1007,12 +832,12 @@ class GenerateEmbedForm(BaseModel): keep_alive: Optional[Union[int, str]] = None model_config = ConfigDict( - extra="allow", + extra='allow', ) -@router.post("/api/embed") -@router.post("/api/embed/{url_idx}") +@router.post('/api/embed') +@router.post('/api/embed/{url_idx}') async def embed( request: Request, form_data: GenerateEmbedForm, @@ -1020,9 +845,12 @@ async def embed( user=Depends(get_verified_user), ): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') - log.info(f"generate_ollama_batch_embeddings {form_data}") + log.info(f'generate_ollama_batch_embeddings {form_data}') + + # Enforce per-model access control + await check_model_access(user, await Models.get_model_by_id(form_data.model), BYPASS_MODEL_ACCESS_CONTROL) if url_idx is None: model = form_data.model @@ -1034,7 +862,7 @@ async def embed( models = request.app.state.OLLAMA_MODELS if model in models: - url_idx = random.choice(models[model]["urls"]) + url_idx = random.choice(models[model]['urls']) else: raise HTTPException( status_code=400, @@ -1048,45 +876,16 @@ async def embed( ) key = get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS) - prefix_id = api_config.get("prefix_id", None) + prefix_id = api_config.get('prefix_id', None) if prefix_id: - form_data.model = form_data.model.replace(f"{prefix_id}.", "") + form_data.model = form_data.model.replace(f'{prefix_id}.', '') - try: - headers = { - "Content-Type": "application/json", - **({"Authorization": f"Bearer {key}"} if key else {}), - } - - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) - - r = requests.request( - method="POST", - url=f"{url}/api/embed", - headers=headers, - data=form_data.model_dump_json(exclude_none=True).encode(), - ) - r.raise_for_status() - - data = r.json() - return data - except Exception as e: - log.exception(e) - - detail = None - if r is not None: - try: - res = r.json() - if "error" in res: - detail = f"Ollama: {res['error']}" - except Exception: - detail = f"Ollama: {e}" - - raise HTTPException( - status_code=r.status_code if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", - ) + return await send_request( + f'{url}/api/embed', + payload=form_data.model_dump_json(exclude_none=True).encode(), + key=key, + user=user, + ) class GenerateEmbeddingsForm(BaseModel): @@ -1096,8 +895,8 @@ class GenerateEmbeddingsForm(BaseModel): keep_alive: Optional[Union[int, str]] = None -@router.post("/api/embeddings") -@router.post("/api/embeddings/{url_idx}") +@router.post('/api/embeddings') +@router.post('/api/embeddings/{url_idx}') async def embeddings( request: Request, form_data: GenerateEmbeddingsForm, @@ -1105,9 +904,12 @@ async def embeddings( user=Depends(get_verified_user), ): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') - log.info(f"generate_ollama_embeddings {form_data}") + log.info(f'generate_ollama_embeddings {form_data}') + + # Enforce per-model access control + await check_model_access(user, await Models.get_model_by_id(form_data.model), BYPASS_MODEL_ACCESS_CONTROL) if url_idx is None: model = form_data.model @@ -1119,7 +921,7 @@ async def embeddings( models = request.app.state.OLLAMA_MODELS if model in models: - url_idx = random.choice(models[model]["urls"]) + url_idx = random.choice(models[model]['urls']) else: raise HTTPException( status_code=400, @@ -1133,45 +935,16 @@ async def embeddings( ) key = get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS) - prefix_id = api_config.get("prefix_id", None) + prefix_id = api_config.get('prefix_id', None) if prefix_id: - form_data.model = form_data.model.replace(f"{prefix_id}.", "") + form_data.model = form_data.model.replace(f'{prefix_id}.', '') - try: - headers = { - "Content-Type": "application/json", - **({"Authorization": f"Bearer {key}"} if key else {}), - } - - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) - - r = requests.request( - method="POST", - url=f"{url}/api/embeddings", - headers=headers, - data=form_data.model_dump_json(exclude_none=True).encode(), - ) - r.raise_for_status() - - data = r.json() - return data - except Exception as e: - log.exception(e) - - detail = None - if r is not None: - try: - res = r.json() - if "error" in res: - detail = f"Ollama: {res['error']}" - except Exception: - detail = f"Ollama: {e}" - - raise HTTPException( - status_code=r.status_code if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", - ) + return await send_request( + f'{url}/api/embeddings', + payload=form_data.model_dump_json(exclude_none=True).encode(), + key=key, + user=user, + ) class GenerateCompletionForm(BaseModel): @@ -1189,8 +962,8 @@ class GenerateCompletionForm(BaseModel): keep_alive: Optional[Union[int, str]] = None -@router.post("/api/generate") -@router.post("/api/generate/{url_idx}") +@router.post('/api/generate') +@router.post('/api/generate/{url_idx}') async def generate_completion( request: Request, form_data: GenerateCompletionForm, @@ -1198,15 +971,19 @@ async def generate_completion( user=Depends(get_verified_user), ): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') + + # Enforce per-model access control + await check_model_access(user, await Models.get_model_by_id(form_data.model), BYPASS_MODEL_ACCESS_CONTROL) if url_idx is None: await get_all_models(request, user=user) models = request.app.state.OLLAMA_MODELS model = form_data.model + if model in models: - url_idx = random.choice(models[model]["urls"]) + url_idx = random.choice(models[model]['urls']) else: raise HTTPException( status_code=400, @@ -1219,15 +996,16 @@ async def generate_completion( request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support ) - prefix_id = api_config.get("prefix_id", None) + prefix_id = api_config.get('prefix_id', None) if prefix_id: - form_data.model = form_data.model.replace(f"{prefix_id}.", "") + form_data.model = form_data.model.replace(f'{prefix_id}.', '') - return await send_post_request( - url=f"{url}/api/generate", + return await send_request( + f'{url}/api/generate', payload=form_data.model_dump_json(exclude_none=True).encode(), key=get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS), user=user, + stream=True, ) @@ -1237,16 +1015,12 @@ class ChatMessage(BaseModel): tool_calls: Optional[list[dict]] = None images: Optional[list[str]] = None - @validator("content", pre=True) + @validator('content', pre=True) @classmethod def check_at_least_one_field(cls, field_value, values, **kwargs): # Raise an error if both 'content' and 'tool_calls' are None - if field_value is None and ( - "tool_calls" not in values or values["tool_calls"] is None - ): - raise ValueError( - "At least one of 'content' or 'tool_calls' must be provided" - ) + if field_value is None and ('tool_calls' not in values or values['tool_calls'] is None): + raise ValueError("At least one of 'content' or 'tool_calls' must be provided") return field_value @@ -1261,7 +1035,7 @@ class GenerateChatCompletionForm(BaseModel): keep_alive: Optional[Union[int, str]] = None tools: Optional[list[dict]] = None model_config = ConfigDict( - extra="allow", + extra='allow', ) @@ -1273,32 +1047,36 @@ async def get_ollama_url(request: Request, model: str, url_idx: Optional[int] = status_code=400, detail=ERROR_MESSAGES.MODEL_NOT_FOUND(model), ) - url_idx = random.choice(models[model].get("urls", [])) + url_idx = random.choice(models[model].get('urls', [])) url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] return url, url_idx -@router.post("/api/chat") -@router.post("/api/chat/{url_idx}") +@router.post('/api/chat') +@router.post('/api/chat/{url_idx}') async def generate_chat_completion( request: Request, form_data: dict, url_idx: Optional[int] = None, user=Depends(get_verified_user), - bypass_filter: Optional[bool] = False, bypass_system_prompt: bool = False, ): if not request.app.state.config.ENABLE_OLLAMA_API: - raise HTTPException(status_code=503, detail="Ollama API is disabled") + raise HTTPException(status_code=503, detail='Ollama API is disabled') - # NOTE: We intentionally do NOT use Depends(get_session) here. + # NOTE: We intentionally do NOT use Depends(get_async_session) here. # Database operations (get_model_by_id, AccessGrants.has_access) manage their own short-lived sessions. # This prevents holding a connection during the entire LLM call (30-60+ seconds), # which would exhaust the connection pool under concurrent load. + + # bypass_filter is read from request.state to prevent external clients from + # setting it via query parameter (CVE fix). Only internal server-side callers + # (e.g. utils/chat.py) should set request.state.bypass_filter = True. + bypass_filter = getattr(request.state, 'bypass_filter', False) if BYPASS_MODEL_ACCESS_CONTROL: bypass_filter = True - metadata = form_data.pop("metadata", None) + metadata = form_data.pop('metadata', None) try: form_data = GenerateChatCompletionForm(**form_data) except Exception as e: @@ -1311,73 +1089,49 @@ async def generate_chat_completion( if isinstance(form_data, BaseModel): payload = {**form_data.model_dump(exclude_none=True)} - if "metadata" in payload: - del payload["metadata"] + if 'metadata' in payload: + del payload['metadata'] - model_id = payload["model"] - model_info = Models.get_model_by_id(model_id) + model_id = payload['model'] + model_info = await Models.get_model_by_id(model_id) if model_info: if model_info.base_model_id: base_model_id = ( - request.base_model_id - if hasattr(request, "base_model_id") - else model_info.base_model_id + request.base_model_id if hasattr(request, 'base_model_id') else model_info.base_model_id ) # Use request's base_model_id if available - payload["model"] = base_model_id + payload['model'] = base_model_id params = model_info.params.model_dump() if params: - system = params.pop("system", None) + system = params.pop('system', None) payload = apply_model_params_to_body_ollama(params, payload) if not bypass_system_prompt: payload = apply_system_prompt_to_body(system, payload, metadata, user) - # Check if user has access to the model - if not bypass_filter and user.role == "user": - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id) - } - if not ( - user.id == model_info.user_id - or AccessGrants.has_access( - user_id=user.id, - resource_type="model", - resource_id=model_info.id, - permission="read", - user_group_ids=user_group_ids, - ) - ): - raise HTTPException( - status_code=403, - detail="Model not found", - ) - elif not bypass_filter: - if user.role != "admin": - raise HTTPException( - status_code=403, - detail="Model not found", - ) + await check_model_access(user, model_info, bypass_filter) + else: + await check_model_access(user, None, bypass_filter) - url, url_idx = await get_ollama_url(request, payload["model"], url_idx) + url, url_idx = await get_ollama_url(request, payload['model'], url_idx) api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( str(url_idx), request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support ) - prefix_id = api_config.get("prefix_id", None) + prefix_id = api_config.get('prefix_id', None) if prefix_id: - payload["model"] = payload["model"].replace(f"{prefix_id}.", "") + payload['model'] = payload['model'].replace(f'{prefix_id}.', '') - return await send_post_request( - url=f"{url}/api/chat", + return await send_request( + f'{url}/api/chat', payload=json.dumps(payload), - stream=form_data.stream, key=get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS), - content_type="application/x-ndjson", user=user, + stream=form_data.stream, + content_type='application/x-ndjson', metadata=metadata, ) @@ -1385,43 +1139,43 @@ async def generate_chat_completion( # TODO: we should update this part once Ollama supports other types class OpenAIChatMessageContent(BaseModel): type: str - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class OpenAIChatMessage(BaseModel): role: str content: Union[Optional[str], list[OpenAIChatMessageContent]] - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class OpenAIChatCompletionForm(BaseModel): model: str messages: list[OpenAIChatMessage] - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') class OpenAICompletionForm(BaseModel): model: str prompt: str - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') -@router.post("/v1/completions") -@router.post("/v1/completions/{url_idx}") +@router.post('/v1/completions') +@router.post('/v1/completions/{url_idx}') async def generate_openai_completion( request: Request, form_data: dict, url_idx: Optional[int] = None, user=Depends(get_verified_user), ): - # NOTE: We intentionally do NOT use Depends(get_session) here. + # NOTE: We intentionally do NOT use Depends(get_async_session) here. # Database operations (get_model_by_id, AccessGrants.has_access) manage their own short-lived sessions. # This prevents holding a connection during the entire LLM call (30-60+ seconds), # which would exhaust the connection pool under concurrent load. - metadata = form_data.pop("metadata", None) + metadata = form_data.pop('metadata', None) try: form_data = OpenAICompletionForm(**form_data) @@ -1432,80 +1186,58 @@ async def generate_openai_completion( detail=str(e), ) - payload = {**form_data.model_dump(exclude_none=True, exclude=["metadata"])} - if "metadata" in payload: - del payload["metadata"] + payload = {**form_data.model_dump(exclude_none=True, exclude=['metadata'])} + if 'metadata' in payload: + del payload['metadata'] model_id = form_data.model - model_info = Models.get_model_by_id(model_id) + model_info = await Models.get_model_by_id(model_id) if model_info: if model_info.base_model_id: - payload["model"] = model_info.base_model_id + payload['model'] = model_info.base_model_id params = model_info.params.model_dump() if params: payload = apply_model_params_to_body_openai(params, payload) - # Check if user has access to the model - if user.role == "user": - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id) - } - if not ( - user.id == model_info.user_id - or AccessGrants.has_access( - user_id=user.id, - resource_type="model", - resource_id=model_info.id, - permission="read", - user_group_ids=user_group_ids, - ) - ): - raise HTTPException( - status_code=403, - detail="Model not found", - ) + await check_model_access(user, model_info) else: - if user.role != "admin": - raise HTTPException( - status_code=403, - detail="Model not found", - ) + await check_model_access(user, None) - url, url_idx = await get_ollama_url(request, payload["model"], url_idx) + url, url_idx = await get_ollama_url(request, payload['model'], url_idx) api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( str(url_idx), request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support ) - prefix_id = api_config.get("prefix_id", None) + prefix_id = api_config.get('prefix_id', None) if prefix_id: - payload["model"] = payload["model"].replace(f"{prefix_id}.", "") + payload['model'] = payload['model'].replace(f'{prefix_id}.', '') - return await send_post_request( - url=f"{url}/v1/completions", + return await send_request( + f'{url}/v1/completions', payload=json.dumps(payload), - stream=payload.get("stream", False), key=get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS), user=user, + stream=payload.get('stream', False), metadata=metadata, ) -@router.post("/v1/chat/completions") -@router.post("/v1/chat/completions/{url_idx}") +@router.post('/v1/chat/completions') +@router.post('/v1/chat/completions/{url_idx}') async def generate_openai_chat_completion( request: Request, form_data: dict, url_idx: Optional[int] = None, user=Depends(get_verified_user), ): - # NOTE: We intentionally do NOT use Depends(get_session) here. + # NOTE: We intentionally do NOT use Depends(get_async_session) here. # Database operations (get_model_by_id, AccessGrants.has_access) manage their own short-lived sessions. # This prevents holding a connection during the entire LLM call (30-60+ seconds), # which would exhaust the connection pool under concurrent load. - metadata = form_data.pop("metadata", None) + metadata = form_data.pop('metadata', None) try: completion_form = OpenAIChatCompletionForm(**form_data) @@ -1516,160 +1248,240 @@ async def generate_openai_chat_completion( detail=str(e), ) - payload = {**completion_form.model_dump(exclude_none=True, exclude=["metadata"])} - if "metadata" in payload: - del payload["metadata"] + payload = {**completion_form.model_dump(exclude_none=True, exclude=['metadata'])} + if 'metadata' in payload: + del payload['metadata'] model_id = completion_form.model - model_info = Models.get_model_by_id(model_id) + model_info = await Models.get_model_by_id(model_id) if model_info: if model_info.base_model_id: - payload["model"] = model_info.base_model_id + payload['model'] = model_info.base_model_id params = model_info.params.model_dump() if params: - system = params.pop("system", None) + system = params.pop('system', None) payload = apply_model_params_to_body_openai(params, payload) payload = apply_system_prompt_to_body(system, payload, metadata, user) - # Check if user has access to the model - if user.role == "user": - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id) - } - if not ( - user.id == model_info.user_id - or AccessGrants.has_access( - user_id=user.id, - resource_type="model", - resource_id=model_info.id, - permission="read", - user_group_ids=user_group_ids, - ) - ): - raise HTTPException( - status_code=403, - detail="Model not found", - ) + await check_model_access(user, model_info) else: - if user.role != "admin": - raise HTTPException( - status_code=403, - detail="Model not found", - ) + await check_model_access(user, None) - url, url_idx = await get_ollama_url(request, payload["model"], url_idx) + url, url_idx = await get_ollama_url(request, payload['model'], url_idx) api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( str(url_idx), request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support ) - prefix_id = api_config.get("prefix_id", None) + prefix_id = api_config.get('prefix_id', None) if prefix_id: - payload["model"] = payload["model"].replace(f"{prefix_id}.", "") + payload['model'] = payload['model'].replace(f'{prefix_id}.', '') - return await send_post_request( - url=f"{url}/v1/chat/completions", + return await send_request( + f'{url}/v1/chat/completions', payload=json.dumps(payload), - stream=payload.get("stream", False), key=get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS), user=user, + stream=payload.get('stream', False), metadata=metadata, ) -@router.get("/v1/models") -@router.get("/v1/models/{url_idx}") +@router.post('/v1/messages') +@router.post('/v1/messages/{url_idx}') +async def generate_anthropic_messages( + request: Request, + form_data: dict, + url_idx: Optional[int] = None, + user=Depends(get_verified_user), +): + """ + Proxy for Ollama's Anthropic-compatible /v1/messages endpoint. + + Forwards the request as-is to the Ollama backend, applying the same + model resolution, access control, and prefix_id handling used by + the OpenAI-compatible /v1/chat/completions proxy. + + See https://docs.ollama.com/api/anthropic-compatibility + """ + if not request.app.state.config.ENABLE_OLLAMA_API: + raise HTTPException(status_code=503, detail='Ollama API is disabled') + + payload = {**form_data} + model_id = payload.get('model', '') + + model_info = await Models.get_model_by_id(model_id) + if model_info: + if model_info.base_model_id: + payload['model'] = model_info.base_model_id + + await check_model_access(user, model_info) + else: + await check_model_access(user, None) + + url, url_idx = await get_ollama_url(request, payload['model'], url_idx) + api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( + str(url_idx), + request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support + ) + + prefix_id = api_config.get('prefix_id', None) + if prefix_id: + payload['model'] = payload['model'].replace(f'{prefix_id}.', '') + + return await send_request( + f'{url}/v1/messages', + payload=json.dumps(payload), + key=get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS), + user=user, + stream=payload.get('stream', False), + content_type='text/event-stream' if payload.get('stream', False) else None, + ) + + +class ResponsesForm(BaseModel): + model: str + + model_config = ConfigDict(extra='allow') + + +@router.post('/v1/responses') +@router.post('/v1/responses/{url_idx}') +async def generate_responses( + request: Request, + form_data: ResponsesForm, + url_idx: Optional[int] = None, + user=Depends(get_verified_user), +): + """ + Proxy for Ollama's OpenAI-compatible /v1/responses endpoint. + + Forwards the request as-is to the Ollama backend, applying the same + model resolution, access control, and prefix_id handling used by + the OpenAI-compatible /v1/chat/completions proxy. + + See https://ollama.com/blog/responses-api + """ + if not request.app.state.config.ENABLE_OLLAMA_API: + raise HTTPException(status_code=503, detail='Ollama API is disabled') + + payload = form_data.model_dump() + model_id = form_data.model + + model_info = await Models.get_model_by_id(model_id) + if model_info: + if model_info.base_model_id: + payload['model'] = model_info.base_model_id + + # Check if user has access to the model + if user.role == 'user': + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id)} + if not ( + user.id == model_info.user_id + or await AccessGrants.has_access( + user_id=user.id, + resource_type='model', + resource_id=model_info.id, + permission='read', + user_group_ids=user_group_ids, + ) + ): + raise HTTPException( + status_code=403, + detail='Model not found', + ) + else: + if user.role != 'admin': + raise HTTPException( + status_code=403, + detail='Model not found', + ) + + url, url_idx = await get_ollama_url(request, payload['model'], url_idx) + api_config = request.app.state.config.OLLAMA_API_CONFIGS.get( + str(url_idx), + request.app.state.config.OLLAMA_API_CONFIGS.get(url, {}), # Legacy support + ) + + prefix_id = api_config.get('prefix_id', None) + if prefix_id: + payload['model'] = payload['model'].replace(f'{prefix_id}.', '') + + return await send_request( + f'{url}/v1/responses', + payload=json.dumps(payload), + key=get_api_key(url_idx, url, request.app.state.config.OLLAMA_API_CONFIGS), + user=user, + stream=payload.get('stream', False), + content_type='text/event-stream' if payload.get('stream', False) else None, + ) + + +@router.get('/v1/models') +@router.get('/v1/models/{url_idx}') async def get_openai_models( request: Request, url_idx: Optional[int] = None, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - models = [] if url_idx is None: model_list = await get_all_models(request, user=user) models = [ { - "id": model["model"], - "object": "model", - "created": int(time.time()), - "owned_by": "openai", + 'id': model['model'], + 'object': 'model', + 'created': int(time.time()), + 'owned_by': 'openai', } - for model in model_list["models"] + for model in model_list['models'] ] else: url = request.app.state.config.OLLAMA_BASE_URLS[url_idx] - try: - r = requests.request(method="GET", url=f"{url}/api/tags") - r.raise_for_status() + model_list = await send_request(f'{url}/api/tags', 'GET') - model_list = r.json() + models = [ + { + 'id': model['model'], + 'object': 'model', + 'created': int(time.time()), + 'owned_by': 'openai', + } + for model in model_list.get('models', []) + ] - models = [ - { - "id": model["model"], - "object": "model", - "created": int(time.time()), - "owned_by": "openai", - } - for model in models["models"] - ] - except Exception as e: - log.exception(e) - error_detail = "Open WebUI: Server Connection Error" - if r is not None: - try: - res = r.json() - if "error" in res: - error_detail = f"Ollama: {res['error']}" - except Exception: - error_detail = f"Ollama: {e}" - - raise HTTPException( - status_code=r.status_code if r else 500, - detail=error_detail, - ) - - if user.role == "user" and not BYPASS_MODEL_ACCESS_CONTROL: + if user.role == 'user' and not BYPASS_MODEL_ACCESS_CONTROL: # Filter models based on user access control - model_ids = [model["id"] for model in models] - model_infos = { - model_info.id: model_info - for model_info in Models.get_models_by_ids(model_ids, db=db) - } - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id, db=db) - } + model_ids = [model['id'] for model in models] + model_infos = {model_info.id: model_info for model_info in await Models.get_models_by_ids(model_ids, db=db)} + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id, db=db)} # Batch-fetch accessible resource IDs in a single query instead of N has_access calls - accessible_model_ids = AccessGrants.get_accessible_resource_ids( + accessible_model_ids = await AccessGrants.get_accessible_resource_ids( user_id=user.id, - resource_type="model", + resource_type='model', resource_ids=list(model_infos.keys()), - permission="read", + permission='read', user_group_ids=user_group_ids, db=db, ) filtered_models = [] for model in models: - model_info = model_infos.get(model["id"]) + model_info = model_infos.get(model['id']) if model_info: - if ( - user.id == model_info.user_id - or model_info.id in accessible_model_ids - ): + if user.id == model_info.user_id or model_info.id in accessible_model_ids: filtered_models.append(model) models = filtered_models return { - "data": models, - "object": "list", + 'data': models, + 'object': 'list', } @@ -1687,7 +1499,7 @@ def parse_huggingface_url(hf_url): parsed_url = urlparse(hf_url) # Get the path and split it into components - path_components = parsed_url.path.split("/") + path_components = parsed_url.path.split('/') # Extract the desired output model_file = path_components[-1] @@ -1697,9 +1509,7 @@ def parse_huggingface_url(hf_url): return None -async def download_file_stream( - ollama_url, file_url, file_path, file_name, chunk_size=1024 * 1024 -): +async def download_file_stream(ollama_url, file_url, file_path, file_name, chunk_size=1024 * 1024): done = False if os.path.exists(file_path): @@ -1707,17 +1517,15 @@ async def download_file_stream( else: current_size = 0 - headers = {"Range": f"bytes={current_size}-"} if current_size > 0 else {} + headers = {'Range': f'bytes={current_size}-'} if current_size > 0 else {} timeout = aiohttp.ClientTimeout(total=600) # Set the timeout async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: - async with session.get( - file_url, headers=headers, ssl=AIOHTTP_CLIENT_SESSION_SSL - ) as response: - total_size = int(response.headers.get("content-length", 0)) + current_size + async with session.get(file_url, headers=headers, ssl=AIOHTTP_CLIENT_SESSION_SSL) as response: + total_size = int(response.headers.get('content-length', 0)) + current_size - with open(file_path, "ab+") as file: + with open(file_path, 'ab+') as file: async for data in response.content.iter_chunked(chunk_size): current_size += len(data) file.write(data) @@ -1731,40 +1539,43 @@ async def download_file_stream( file.close() hashed = calculate_sha256(file_path, chunk_size) - with open(file_path, "rb") as file: - chunk_size = 1024 * 1024 * 2 - url = f"{ollama_url}/api/blobs/sha256:{hashed}" - with requests.Session() as session: - response = session.post(url, data=file, timeout=30) + with open(file_path, 'rb') as f: + blob_data = f.read() - if response.ok: + url = f'{ollama_url}/api/blobs/sha256:{hashed}' + blob_timeout = aiohttp.ClientTimeout(total=30) + async with aiohttp.ClientSession(timeout=blob_timeout, trust_env=True) as blob_session: + async with blob_session.post( + url, data=blob_data, ssl=AIOHTTP_CLIENT_SESSION_SSL + ) as blob_response: + if blob_response.ok: res = { - "done": done, - "blob": f"sha256:{hashed}", - "name": file_name, + 'done': done, + 'blob': f'sha256:{hashed}', + 'name': file_name, } os.remove(file_path) - yield f"data: {json.dumps(res)}\n\n" + yield f'data: {json.dumps(res)}\n\n' else: - raise "Ollama: Could not create blob, Please try again." + raise RuntimeError('Ollama: Could not create blob, Please try again.') # url = "https://huggingface.co/TheBloke/stablelm-zephyr-3b-GGUF/resolve/main/stablelm-zephyr-3b.Q2_K.gguf" -@router.post("/models/download") -@router.post("/models/download/{url_idx}") +@router.post('/models/download') +@router.post('/models/download/{url_idx}') async def download_model( request: Request, form_data: UrlForm, url_idx: Optional[int] = None, user=Depends(get_admin_user), ): - allowed_hosts = ["https://huggingface.co/", "https://github.com/"] + allowed_hosts = ['https://huggingface.co/', 'https://github.com/'] if not any(form_data.url.startswith(host) for host in allowed_hosts): raise HTTPException( status_code=400, - detail="Invalid file_url. Only URLs from allowed hosts are permitted.", + detail='Invalid file_url. Only URLs from allowed hosts are permitted.', ) if url_idx is None: @@ -1774,7 +1585,7 @@ async def download_model( file_name = parse_huggingface_url(form_data.url) if file_name: - file_path = f"{UPLOAD_DIR}/{file_name}" + file_path = os.path.join(UPLOAD_DIR, file_name) return StreamingResponse( download_file_stream(url, form_data.url, file_path, file_name), @@ -1784,8 +1595,8 @@ async def download_model( # TODO: Progress bar does not reflect size & duration of upload. -@router.post("/models/upload") -@router.post("/models/upload/{url_idx}") +@router.post('/models/upload') +@router.post('/models/upload/{url_idx}') async def upload_model( request: Request, file: UploadFile = File(...), @@ -1802,7 +1613,7 @@ async def upload_model( # --- P1: save file locally --- chunk_size = 1024 * 1024 * 2 # 2 MB chunks - with open(file_path, "wb") as out_f: + with open(file_path, 'wb') as out_f: while True: chunk = file.file.read(chunk_size) # log.info(f"Chunk: {str(chunk)}") # DEBUG @@ -1813,72 +1624,76 @@ async def upload_model( async def file_process_stream(): nonlocal ollama_url total_size = os.path.getsize(file_path) - log.info(f"Total Model Size: {str(total_size)}") # DEBUG + log.info(f'Total Model Size: {str(total_size)}') # DEBUG # --- P2: SSE progress + calculate sha256 hash --- file_hash = calculate_sha256(file_path, chunk_size) - log.info(f"Model Hash: {str(file_hash)}") # DEBUG + log.info(f'Model Hash: {str(file_hash)}') # DEBUG try: - with open(file_path, "rb") as f: + with open(file_path, 'rb') as f: bytes_read = 0 while chunk := f.read(chunk_size): bytes_read += len(chunk) progress = round(bytes_read / total_size * 100, 2) data_msg = { - "progress": progress, - "total": total_size, - "completed": bytes_read, + 'progress': progress, + 'total': total_size, + 'completed': bytes_read, } - yield f"data: {json.dumps(data_msg)}\n\n" + yield f'data: {json.dumps(data_msg)}\n\n' # --- P3: Upload to ollama /api/blobs --- - with open(file_path, "rb") as f: - url = f"{ollama_url}/api/blobs/sha256:{file_hash}" - response = requests.post(url, data=f) + with open(file_path, 'rb') as f: + blob_data = f.read() - if response.ok: - log.info(f"Uploaded to /api/blobs") # DEBUG - # Remove local file - os.remove(file_path) + url = f'{ollama_url}/api/blobs/sha256:{file_hash}' + upload_timeout = aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) + async with aiohttp.ClientSession(timeout=upload_timeout, trust_env=True) as upload_session: + async with upload_session.post( + url, data=blob_data, ssl=AIOHTTP_CLIENT_SESSION_SSL + ) as response: + if not response.ok: + raise Exception('Ollama: Could not create blob, Please try again.') - # Create model in ollama - model_name, ext = os.path.splitext(filename) - log.info(f"Created Model: {model_name}") # DEBUG + log.info(f'Uploaded to /api/blobs') # DEBUG + # Remove local file + os.remove(file_path) - create_payload = { - "model": model_name, - # Reference the file by its original name => the uploaded blob's digest - "files": {filename: f"sha256:{file_hash}"}, - } - log.info(f"Model Payload: {create_payload}") # DEBUG + # Create model in ollama + model_name, ext = os.path.splitext(filename) + log.info(f'Created Model: {model_name}') # DEBUG - # Call ollama /api/create - # https://github.com/ollama/ollama/blob/main/docs/api.md#create-a-model - create_resp = requests.post( - url=f"{ollama_url}/api/create", - headers={"Content-Type": "application/json"}, + create_payload = { + 'model': model_name, + # Reference the file by its original name => the uploaded blob's digest + 'files': {filename: f'sha256:{file_hash}'}, + } + log.info(f'Model Payload: {create_payload}') # DEBUG + + # Call ollama /api/create + # https://github.com/ollama/ollama/blob/main/docs/api.md#create-a-model + async with aiohttp.ClientSession(timeout=upload_timeout, trust_env=True) as create_session: + async with create_session.post( + f'{ollama_url}/api/create', + headers={'Content-Type': 'application/json'}, data=json.dumps(create_payload), - ) - - if create_resp.ok: - log.info(f"API SUCCESS!") # DEBUG - done_msg = { - "done": True, - "blob": f"sha256:{file_hash}", - "name": filename, - "model_created": model_name, - } - yield f"data: {json.dumps(done_msg)}\n\n" - else: - raise Exception( - f"Failed to create model in Ollama. {create_resp.text}" - ) - - else: - raise Exception("Ollama: Could not create blob, Please try again.") + ssl=AIOHTTP_CLIENT_SESSION_SSL, + ) as create_resp: + if create_resp.ok: + log.info(f'API SUCCESS!') # DEBUG + done_msg = { + 'done': True, + 'blob': f'sha256:{file_hash}', + 'name': filename, + 'model_created': model_name, + } + yield f'data: {json.dumps(done_msg)}\n\n' + else: + resp_text = await create_resp.text() + raise Exception(f'Failed to create model in Ollama. {resp_text}') except Exception as e: - res = {"error": str(e)} - yield f"data: {json.dumps(res)}\n\n" + res = {'error': str(e)} + yield f'data: {json.dumps(res)}\n\n' - return StreamingResponse(file_process_stream(), media_type="text/event-stream") + return StreamingResponse(file_process_stream(), media_type='text/event-stream') diff --git a/backend/open_webui/routers/openai.py b/backend/open_webui/routers/openai.py index 767aa791f1..51d4267c38 100644 --- a/backend/open_webui/routers/openai.py +++ b/backend/open_webui/routers/openai.py @@ -2,8 +2,9 @@ import asyncio import hashlib import json import logging +import re from typing import Optional -from urllib.parse import urlparse +from urllib.parse import quote, urlparse import aiohttp from aiocache import cached @@ -11,7 +12,7 @@ import requests from azure.identity import DefaultAzureCredential, get_bearer_token_provider -from fastapi import Depends, HTTPException, Request, APIRouter +from fastapi import Depends, HTTPException, Request, APIRouter, status from fastapi.responses import ( FileResponse, StreamingResponse, @@ -20,13 +21,14 @@ from fastapi.responses import ( ) from pydantic import BaseModel, ConfigDict -from sqlalchemy.orm import Session +from sqlalchemy.ext.asyncio import AsyncSession -from open_webui.internal.db import get_session +from open_webui.internal.db import get_async_session from open_webui.models.models import Models from open_webui.models.access_grants import AccessGrants from open_webui.models.groups import Groups +from open_webui.utils.access_control import has_connection_access, check_model_access from open_webui.config import ( CACHE_DIR, ) @@ -38,6 +40,7 @@ from open_webui.env import ( ENABLE_FORWARD_USER_INFO_HEADERS, FORWARD_SESSION_INFO_HEADER_CHAT_ID, BYPASS_MODEL_ACCESS_CONTROL, + ENABLE_OPENAI_API_PASSTHROUGH, ) from open_webui.models.users import UserModel @@ -65,56 +68,75 @@ log = logging.getLogger(__name__) ########################################## # # Utility functions +# Let the responses returned through this gate be worth +# the question that summoned them. # ########################################## -async def send_get_request(url, key=None, user: UserModel = None): +async def send_get_request( + request: Request = None, + url=None, + key=None, + user: UserModel = None, + config=None, +): timeout = aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST) try: async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: - headers = { - **({"Authorization": f"Bearer {key}"} if key else {}), - } + if request and config: + headers, cookies = await get_headers_and_cookies(request, url, key, config, user=user) + else: + headers = { + **({'Authorization': f'Bearer {key}'} if key else {}), + } + cookies = None - if ENABLE_FORWARD_USER_INFO_HEADERS and user: - headers = include_user_info_headers(headers, user) + if ENABLE_FORWARD_USER_INFO_HEADERS and user: + headers = include_user_info_headers(headers, user) async with session.get( url, headers=headers, + cookies=cookies, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: return await response.json() except Exception as e: # Handle connection error here - log.error(f"Connection error: {e}") + log.error(f'Connection error: {e}') return None -async def get_models_request(url, key=None, user: UserModel = None): +async def get_models_request( + request: Request = None, + url=None, + key=None, + user: UserModel = None, + config=None, +): if is_anthropic_url(url): return await get_anthropic_models(url, key, user=user) - return await send_get_request(f"{url}/models", key, user=user) + return await send_get_request(request, f'{url}/models', key, user=user, config=config) def openai_reasoning_model_handler(payload): """ Handle reasoning model specific parameters """ - if "max_tokens" in payload: + if 'max_tokens' in payload: # Convert "max_tokens" to "max_completion_tokens" for all reasoning models - payload["max_completion_tokens"] = payload["max_tokens"] - del payload["max_tokens"] + payload['max_completion_tokens'] = payload['max_tokens'] + del payload['max_tokens'] # Handle system role conversion based on model type - if payload["messages"][0]["role"] == "system": - model_lower = payload["model"].lower() + if payload['messages'][0]['role'] == 'system': + model_lower = payload['model'].lower() # Legacy models use "user" role instead of "system" - if model_lower.startswith("o1-mini") or model_lower.startswith("o1-preview"): - payload["messages"][0]["role"] = "user" + if model_lower.startswith('o1-mini') or model_lower.startswith('o1-preview'): + payload['messages'][0]['role'] = 'user' else: - payload["messages"][0]["role"] = "developer" + payload['messages'][0]['role'] = 'developer' return payload @@ -129,57 +151,57 @@ async def get_headers_and_cookies( ): cookies = {} headers = { - "Content-Type": "application/json", + 'Content-Type': 'application/json', **( { - "HTTP-Referer": "https://openwebui.com/", - "X-Title": "Open WebUI", + 'HTTP-Referer': 'https://openwebui.com/', + 'X-Title': 'Open WebUI', } - if "openrouter.ai" in url + if 'openrouter.ai' in url else {} ), } if ENABLE_FORWARD_USER_INFO_HEADERS and user: headers = include_user_info_headers(headers, user) - if metadata and metadata.get("chat_id"): - headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = metadata.get("chat_id") + if metadata and metadata.get('chat_id'): + headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = metadata.get('chat_id') token = None - auth_type = config.get("auth_type") + auth_type = config.get('auth_type') - if auth_type == "bearer" or auth_type is None: + if auth_type == 'bearer' or auth_type is None: # Default to bearer if not specified - token = f"{key}" - elif auth_type == "none": + token = f'{key}' + elif auth_type == 'none': token = None - elif auth_type == "session": + elif auth_type == 'session': cookies = request.cookies token = request.state.token.credentials - elif auth_type == "system_oauth": + elif auth_type == 'system_oauth': cookies = request.cookies oauth_token = None try: - if request.cookies.get("oauth_session_id", None): + if request.cookies.get('oauth_session_id', None): oauth_token = await request.app.state.oauth_manager.get_oauth_token( user.id, - request.cookies.get("oauth_session_id", None), + request.cookies.get('oauth_session_id', None), ) except Exception as e: - log.error(f"Error getting OAuth token: {e}") + log.error(f'Error getting OAuth token: {e}') if oauth_token: - token = f"{oauth_token.get('access_token', '')}" + token = f'{oauth_token.get("access_token", "")}' - elif auth_type in ("azure_ad", "microsoft_entra_id"): + elif auth_type in ('azure_ad', 'microsoft_entra_id'): token = get_microsoft_entra_id_access_token() if token: - headers["Authorization"] = f"Bearer {token}" + headers['Authorization'] = f'Bearer {token}' - if config.get("headers") and isinstance(config.get("headers"), dict): - headers = {**headers, **config.get("headers")} + if config.get('headers') and isinstance(config.get('headers'), dict): + headers = {**headers, **config.get('headers')} return headers, cookies @@ -191,11 +213,11 @@ def get_microsoft_entra_id_access_token(): """ try: token_provider = get_bearer_token_provider( - DefaultAzureCredential(), "https://cognitiveservices.azure.com/.default" + DefaultAzureCredential(), 'https://cognitiveservices.azure.com/.default' ) return token_provider() except Exception as e: - log.error(f"Error getting Microsoft Entra ID access token: {e}") + log.error(f'Error getting Microsoft Entra ID access token: {e}') return None @@ -208,13 +230,13 @@ def get_microsoft_entra_id_access_token(): router = APIRouter() -@router.get("/config") +@router.get('/config') async def get_config(request: Request, user=Depends(get_admin_user)): return { - "ENABLE_OPENAI_API": request.app.state.config.ENABLE_OPENAI_API, - "OPENAI_API_BASE_URLS": request.app.state.config.OPENAI_API_BASE_URLS, - "OPENAI_API_KEYS": request.app.state.config.OPENAI_API_KEYS, - "OPENAI_API_CONFIGS": request.app.state.config.OPENAI_API_CONFIGS, + 'ENABLE_OPENAI_API': request.app.state.config.ENABLE_OPENAI_API, + 'OPENAI_API_BASE_URLS': request.app.state.config.OPENAI_API_BASE_URLS, + 'OPENAI_API_KEYS': request.app.state.config.OPENAI_API_KEYS, + 'OPENAI_API_CONFIGS': request.app.state.config.OPENAI_API_CONFIGS, } @@ -225,30 +247,21 @@ class OpenAIConfigForm(BaseModel): OPENAI_API_CONFIGS: dict -@router.post("/config/update") -async def update_config( - request: Request, form_data: OpenAIConfigForm, user=Depends(get_admin_user) -): +@router.post('/config/update') +async def update_config(request: Request, form_data: OpenAIConfigForm, user=Depends(get_admin_user)): request.app.state.config.ENABLE_OPENAI_API = form_data.ENABLE_OPENAI_API request.app.state.config.OPENAI_API_BASE_URLS = form_data.OPENAI_API_BASE_URLS request.app.state.config.OPENAI_API_KEYS = form_data.OPENAI_API_KEYS # Check if API KEYS length is same than API URLS length - if len(request.app.state.config.OPENAI_API_KEYS) != len( - request.app.state.config.OPENAI_API_BASE_URLS - ): - if len(request.app.state.config.OPENAI_API_KEYS) > len( - request.app.state.config.OPENAI_API_BASE_URLS - ): - request.app.state.config.OPENAI_API_KEYS = ( - request.app.state.config.OPENAI_API_KEYS[ - : len(request.app.state.config.OPENAI_API_BASE_URLS) - ] - ) + if len(request.app.state.config.OPENAI_API_KEYS) != len(request.app.state.config.OPENAI_API_BASE_URLS): + if len(request.app.state.config.OPENAI_API_KEYS) > len(request.app.state.config.OPENAI_API_BASE_URLS): + request.app.state.config.OPENAI_API_KEYS = request.app.state.config.OPENAI_API_KEYS[ + : len(request.app.state.config.OPENAI_API_BASE_URLS) + ] else: - request.app.state.config.OPENAI_API_KEYS += [""] * ( - len(request.app.state.config.OPENAI_API_BASE_URLS) - - len(request.app.state.config.OPENAI_API_KEYS) + request.app.state.config.OPENAI_API_KEYS += [''] * ( + len(request.app.state.config.OPENAI_API_BASE_URLS) - len(request.app.state.config.OPENAI_API_KEYS) ) request.app.state.config.OPENAI_API_CONFIGS = form_data.OPENAI_API_CONFIGS @@ -256,34 +269,30 @@ async def update_config( # Remove the API configs that are not in the API URLS keys = list(map(str, range(len(request.app.state.config.OPENAI_API_BASE_URLS)))) request.app.state.config.OPENAI_API_CONFIGS = { - key: value - for key, value in request.app.state.config.OPENAI_API_CONFIGS.items() - if key in keys + key: value for key, value in request.app.state.config.OPENAI_API_CONFIGS.items() if key in keys } return { - "ENABLE_OPENAI_API": request.app.state.config.ENABLE_OPENAI_API, - "OPENAI_API_BASE_URLS": request.app.state.config.OPENAI_API_BASE_URLS, - "OPENAI_API_KEYS": request.app.state.config.OPENAI_API_KEYS, - "OPENAI_API_CONFIGS": request.app.state.config.OPENAI_API_CONFIGS, + 'ENABLE_OPENAI_API': request.app.state.config.ENABLE_OPENAI_API, + 'OPENAI_API_BASE_URLS': request.app.state.config.OPENAI_API_BASE_URLS, + 'OPENAI_API_KEYS': request.app.state.config.OPENAI_API_KEYS, + 'OPENAI_API_CONFIGS': request.app.state.config.OPENAI_API_CONFIGS, } -@router.post("/audio/speech") +@router.post('/audio/speech') async def speech(request: Request, user=Depends(get_verified_user)): idx = None try: - idx = request.app.state.config.OPENAI_API_BASE_URLS.index( - "https://api.openai.com/v1" - ) + idx = request.app.state.config.OPENAI_API_BASE_URLS.index('https://api.openai.com/v1') body = await request.body() name = hashlib.sha256(body).hexdigest() - SPEECH_CACHE_DIR = CACHE_DIR / "audio" / "speech" + SPEECH_CACHE_DIR = CACHE_DIR / 'audio' / 'speech' SPEECH_CACHE_DIR.mkdir(parents=True, exist_ok=True) - file_path = SPEECH_CACHE_DIR.joinpath(f"{name}.mp3") - file_body_path = SPEECH_CACHE_DIR.joinpath(f"{name}.json") + file_path = SPEECH_CACHE_DIR.joinpath(f'{name}.mp3') + file_body_path = SPEECH_CACHE_DIR.joinpath(f'{name}.json') # Check if the file already exists in the cache if file_path.is_file(): @@ -296,14 +305,12 @@ async def speech(request: Request, user=Depends(get_verified_user)): request.app.state.config.OPENAI_API_CONFIGS.get(url, {}), # Legacy support ) - headers, cookies = await get_headers_and_cookies( - request, url, key, api_config, user=user - ) + headers, cookies = await get_headers_and_cookies(request, url, key, api_config, user=user) r = None try: r = requests.post( - url=f"{url}/audio/speech", + url=f'{url}/audio/speech', data=body, headers=headers, cookies=cookies, @@ -313,12 +320,12 @@ async def speech(request: Request, user=Depends(get_verified_user)): r.raise_for_status() # Save the streaming content to a file - with open(file_path, "wb") as f: + with open(file_path, 'wb') as f: for chunk in r.iter_content(chunk_size=8192): f.write(chunk) - with open(file_body_path, "w") as f: - json.dump(json.loads(body.decode("utf-8")), f) + with open(file_body_path, 'w') as f: + json.dump(json.loads(body.decode('utf-8')), f) # Return the saved file return FileResponse(file_path) @@ -330,14 +337,14 @@ async def speech(request: Request, user=Depends(get_verified_user)): if r is not None: try: res = r.json() - if "error" in res: - detail = f"External: {res['error']}" + if 'error' in res: + detail = f'External: {res["error"]}' except Exception: - detail = f"External: {e}" + detail = f'External: {e}' raise HTTPException( status_code=r.status_code if r else 500, - detail=detail if detail else "Open WebUI: Server Connection Error", + detail=detail if detail else 'Open WebUI: Server Connection Error', ) except ValueError: @@ -366,45 +373,41 @@ async def get_all_models_responses(request: Request, user: UserModel) -> list: request.app.state.config.OPENAI_API_KEYS = api_keys # if there are more urls than keys, add empty keys else: - api_keys += [""] * (num_urls - num_keys) + api_keys += [''] * (num_urls - num_keys) request.app.state.config.OPENAI_API_KEYS = api_keys request_tasks = [] for idx, url in enumerate(api_base_urls): if (str(idx) not in api_configs) and (url not in api_configs): # Legacy support - request_tasks.append(get_models_request(url, api_keys[idx], user=user)) + request_tasks.append(get_models_request(request, url, api_keys[idx], user=user)) else: api_config = api_configs.get( str(idx), api_configs.get(url, {}), # Legacy support ) - enable = api_config.get("enable", True) - model_ids = api_config.get("model_ids", []) + enable = api_config.get('enable', True) + model_ids = api_config.get('model_ids', []) if enable: if len(model_ids) == 0: - request_tasks.append( - get_models_request(url, api_keys[idx], user=user) - ) + request_tasks.append(get_models_request(request, url, api_keys[idx], user=user, config=api_config)) else: model_list = { - "object": "list", - "data": [ + 'object': 'list', + 'data': [ { - "id": model_id, - "name": model_id, - "owned_by": "openai", - "openai": {"id": model_id}, - "urlIdx": idx, + 'id': model_id, + 'name': model_id, + 'owned_by': 'openai', + 'openai': {'id': model_id}, + 'urlIdx': idx, } for model_id in model_ids ], } - request_tasks.append( - asyncio.ensure_future(asyncio.sleep(0, model_list)) - ) + request_tasks.append(asyncio.ensure_future(asyncio.sleep(0, model_list))) else: request_tasks.append(asyncio.ensure_future(asyncio.sleep(0, None))) @@ -418,61 +421,52 @@ async def get_all_models_responses(request: Request, user: UserModel) -> list: api_configs.get(url, {}), # Legacy support ) - connection_type = api_config.get("connection_type", "external") - prefix_id = api_config.get("prefix_id", None) - tags = api_config.get("tags", []) + connection_type = api_config.get('connection_type', 'external') + prefix_id = api_config.get('prefix_id', None) + tags = api_config.get('tags', []) - model_list = ( - response if isinstance(response, list) else response.get("data", []) - ) + model_list = response if isinstance(response, list) else response.get('data', []) if not isinstance(model_list, list): # Catch non-list responses model_list = [] for model in model_list: # Remove name key if its value is None #16689 - if "name" in model and model["name"] is None: - del model["name"] + if 'name' in model and model['name'] is None: + del model['name'] if prefix_id: - model["id"] = ( - f"{prefix_id}.{model.get('id', model.get('name', ''))}" - ) + model['id'] = f'{prefix_id}.{model.get("id", model.get("name", ""))}' if tags: - model["tags"] = tags + model['tags'] = tags if connection_type: - model["connection_type"] = connection_type + model['connection_type'] = connection_type - log.debug(f"get_all_models:responses() {responses}") + log.debug(f'get_all_models:responses() {responses}') return responses async def get_filtered_models(models, user, db=None): # Filter models based on user access control - model_ids = [model["id"] for model in models.get("data", [])] - model_infos = { - model_info.id: model_info - for model_info in Models.get_models_by_ids(model_ids, db=db) - } - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id, db=db) - } + model_ids = [model['id'] for model in models.get('data', [])] + model_infos = {model_info.id: model_info for model_info in await Models.get_models_by_ids(model_ids, db=db)} + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id, db=db)} # Batch-fetch accessible resource IDs in a single query instead of N has_access calls - accessible_model_ids = AccessGrants.get_accessible_resource_ids( + accessible_model_ids = await AccessGrants.get_accessible_resource_ids( user_id=user.id, - resource_type="model", + resource_type='model', resource_ids=list(model_infos.keys()), - permission="read", + permission='read', user_group_ids=user_group_ids, db=db, ) filtered_models = [] - for model in models.get("data", []): - model_info = model_infos.get(model["id"]) + for model in models.get('data', []): + model_info = model_infos.get(model['id']) if model_info: if user.id == model_info.user_id or model_info.id in accessible_model_ids: filtered_models.append(model) @@ -481,13 +475,13 @@ async def get_filtered_models(models, user, db=None): @cached( ttl=MODELS_CACHE_TTL, - key=lambda _, user: f"openai_all_models_{user.id}" if user else "openai_all_models", + key=lambda _, user: f'openai_all_models_{user.id}' if user else 'openai_all_models', ) async def get_all_models(request: Request, user: UserModel) -> dict[str, list]: - log.info("get_all_models()") + log.info('get_all_models()') if not request.app.state.config.ENABLE_OPENAI_API: - return {"data": []} + return {'data': []} # Cache config value locally to avoid repeated Redis lookups inside # the nested loop in get_merged_models (one GET per model otherwise). @@ -496,8 +490,8 @@ async def get_all_models(request: Request, user: UserModel) -> dict[str, list]: responses = await get_all_models_responses(request, user=user) def extract_data(response): - if response and "data" in response: - return response["data"] + if response and 'data' in response: + return response['data'] if isinstance(response, list): return response return None @@ -506,63 +500,59 @@ async def get_all_models(request: Request, user: UserModel) -> dict[str, list]: if any( name in model_id for name in [ - "babbage", - "dall-e", - "davinci", - "embedding", - "tts", - "whisper", + 'babbage', + 'dall-e', + 'davinci', + 'embedding', + 'tts', + 'whisper', ] ): return False return True def get_merged_models(model_lists): - log.debug(f"merge_models_lists {model_lists}") + log.debug(f'merge_models_lists {model_lists}') models = {} for idx, model_list in enumerate(model_lists): - if model_list is not None and "error" not in model_list: + if model_list is not None and 'error' not in model_list: for model in model_list: - model_id = model.get("id") or model.get("name") + model_id = model.get('id') or model.get('name') base_url = api_base_urls[idx] hostname = urlparse(base_url).hostname if base_url else None - if hostname == "api.openai.com" and not is_supported_openai_models( - model_id - ): + if hostname == 'api.openai.com' and not is_supported_openai_models(model_id): # Skip unwanted OpenAI models continue if model_id and model_id not in models: models[model_id] = { **model, - "name": model.get("name", model_id), - "owned_by": "openai", - "openai": model, - "connection_type": model.get("connection_type", "external"), - "urlIdx": idx, + 'name': model.get('name', model_id), + 'owned_by': 'openai', + 'openai': model, + 'connection_type': model.get('connection_type', 'external'), + 'urlIdx': idx, } return models models = get_merged_models(map(extract_data, responses)) - log.debug(f"models: {models}") + log.debug(f'models: {models}') request.app.state.OPENAI_MODELS = models - return {"data": list(models.values())} + return {'data': list(models.values())} -@router.get("/models") -@router.get("/models/{url_idx}") -async def get_models( - request: Request, url_idx: Optional[int] = None, user=Depends(get_verified_user) -): +@router.get('/models') +@router.get('/models/{url_idx}') +async def get_models(request: Request, url_idx: Optional[int] = None, user=Depends(get_verified_user)): if not request.app.state.config.ENABLE_OPENAI_API: - raise HTTPException(status_code=503, detail="OpenAI API is disabled") + raise HTTPException(status_code=503, detail='OpenAI API is disabled') models = { - "data": [], + 'data': [], } if url_idx is None: @@ -582,51 +572,49 @@ async def get_models( timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST), ) as session: try: - headers, cookies = await get_headers_and_cookies( - request, url, key, api_config, user=user - ) + headers, cookies = await get_headers_and_cookies(request, url, key, api_config, user=user) - if api_config.get("azure", False): + if api_config.get('azure', False): models = { - "data": api_config.get("model_ids", []) or [], - "object": "list", + 'data': api_config.get('model_ids', []) or [], + 'object': 'list', } elif is_anthropic_url(url): models = await get_anthropic_models(url, key, user=user) if models is None: - raise Exception("Failed to connect to Anthropic API") + raise Exception('Failed to connect to Anthropic API') else: async with session.get( - f"{url}/models", + f'{url}/models', headers=headers, cookies=cookies, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as r: if r.status != 200: - error_detail = f"HTTP Error: {r.status}" + error_detail = f'HTTP Error: {r.status}' try: res = await r.json() - if "error" in res: - error_detail = f"External Error: {res['error']}" + if 'error' in res: + error_detail = f'External Error: {res["error"]}' except Exception: pass raise Exception(error_detail) response_data = await r.json() - if "api.openai.com" in url: - response_data["data"] = [ + if 'api.openai.com' in url: + response_data['data'] = [ model - for model in response_data.get("data", []) + for model in response_data.get('data', []) if not any( - name in model["id"] + name in model['id'] for name in [ - "babbage", - "dall-e", - "davinci", - "embedding", - "tts", - "whisper", + 'babbage', + 'dall-e', + 'davinci', + 'embedding', + 'tts', + 'whisper', ] ) ] @@ -634,17 +622,15 @@ async def get_models( models = response_data except aiohttp.ClientError as e: # ClientError covers all aiohttp requests issues - log.exception(f"Client error: {str(e)}") - raise HTTPException( - status_code=500, detail="Open WebUI: Server Connection Error" - ) + log.exception(f'Client error: {str(e)}') + raise HTTPException(status_code=500, detail='Open WebUI: Server Connection Error') except Exception as e: - log.exception(f"Unexpected error: {e}") - error_detail = f"Unexpected error: {str(e)}" + log.exception(f'Unexpected error: {e}') + error_detail = f'Unexpected error: {str(e)}' raise HTTPException(status_code=500, detail=error_detail) - if user.role == "user" and not BYPASS_MODEL_ACCESS_CONTROL: - models["data"] = await get_filtered_models(models, user) + if user.role == 'user' and not BYPASS_MODEL_ACCESS_CONTROL: + models['data'] = await get_filtered_models(models, user) return models @@ -656,7 +642,7 @@ class ConnectionVerificationForm(BaseModel): config: Optional[dict] = None -@router.post("/verify") +@router.post('/verify') async def verify_connection( request: Request, form_data: ConnectionVerificationForm, @@ -672,19 +658,17 @@ async def verify_connection( timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT_MODEL_LIST), ) as session: try: - headers, cookies = await get_headers_and_cookies( - request, url, key, api_config, user=user - ) + headers, cookies = await get_headers_and_cookies(request, url, key, api_config, user=user) - if api_config.get("azure", False): + if api_config.get('azure', False): # Only set api-key header if not using Azure Entra ID authentication - auth_type = api_config.get("auth_type", "bearer") - if auth_type not in ("azure_ad", "microsoft_entra_id"): - headers["api-key"] = key + auth_type = api_config.get('auth_type', 'bearer') + if auth_type not in ('azure_ad', 'microsoft_entra_id'): + headers['api-key'] = key - api_version = api_config.get("api_version", "") or "2023-03-15-preview" + api_version = api_config.get('api_version', '') or '2023-03-15-preview' async with session.get( - url=f"{url}/openai/models?api-version={api_version}", + url=f'{url}/openai/models?api-version={api_version}', headers=headers, cookies=cookies, ssl=AIOHTTP_CLIENT_SESSION_SSL, @@ -696,27 +680,21 @@ async def verify_connection( if r.status != 200: if isinstance(response_data, (dict, list)): - return JSONResponse( - status_code=r.status, content=response_data - ) + return JSONResponse(status_code=r.status, content=response_data) else: - return PlainTextResponse( - status_code=r.status, content=response_data - ) + return PlainTextResponse(status_code=r.status, content=response_data) return response_data elif is_anthropic_url(url): result = await get_anthropic_models(url, key) if result is None: - raise HTTPException( - status_code=500, detail="Failed to connect to Anthropic API" - ) - if "error" in result: - raise HTTPException(status_code=500, detail=result["error"]) + raise HTTPException(status_code=500, detail='Failed to connect to Anthropic API') + if 'error' in result: + raise HTTPException(status_code=500, detail=result['error']) return result else: async with session.get( - f"{url}/models", + f'{url}/models', headers=headers, cookies=cookies, ssl=AIOHTTP_CLIENT_SESSION_SSL, @@ -728,102 +706,143 @@ async def verify_connection( if r.status != 200: if isinstance(response_data, (dict, list)): - return JSONResponse( - status_code=r.status, content=response_data - ) + return JSONResponse(status_code=r.status, content=response_data) else: - return PlainTextResponse( - status_code=r.status, content=response_data - ) + return PlainTextResponse(status_code=r.status, content=response_data) return response_data except aiohttp.ClientError as e: # ClientError covers all aiohttp requests issues - log.exception(f"Client error: {str(e)}") - raise HTTPException( - status_code=500, detail="Open WebUI: Server Connection Error" - ) + log.exception(f'Client error: {str(e)}') + raise HTTPException(status_code=500, detail='Open WebUI: Server Connection Error') except Exception as e: - log.exception(f"Unexpected error: {e}") - raise HTTPException( - status_code=500, detail="Open WebUI: Server Connection Error" - ) + log.exception(f'Unexpected error: {e}') + raise HTTPException(status_code=500, detail='Open WebUI: Server Connection Error') def get_azure_allowed_params(api_version: str) -> set[str]: allowed_params = { - "messages", - "temperature", - "role", - "content", - "contentPart", - "contentPartImage", - "enhancements", - "dataSources", - "n", - "stream", - "stop", - "max_tokens", - "presence_penalty", - "frequency_penalty", - "logit_bias", - "user", - "function_call", - "functions", - "tools", - "tool_choice", - "top_p", - "log_probs", - "top_logprobs", - "response_format", - "seed", - "max_completion_tokens", - "reasoning_effort", + 'messages', + 'temperature', + 'role', + 'content', + 'contentPart', + 'contentPartImage', + 'enhancements', + 'dataSources', + 'n', + 'stream', + 'stop', + 'max_tokens', + 'presence_penalty', + 'frequency_penalty', + 'logit_bias', + 'user', + 'function_call', + 'functions', + 'tools', + 'tool_choice', + 'top_p', + 'log_probs', + 'top_logprobs', + 'response_format', + 'seed', + 'max_completion_tokens', + 'reasoning_effort', } try: - if api_version >= "2024-09-01-preview": - allowed_params.add("stream_options") + if api_version >= '2024-09-01-preview': + allowed_params.add('stream_options') except ValueError: - log.debug( - f"Invalid API version {api_version} for Azure OpenAI. Defaulting to allowed parameters." - ) + log.debug(f'Invalid API version {api_version} for Azure OpenAI. Defaulting to allowed parameters.') return allowed_params -def is_openai_reasoning_model(model: str) -> bool: - return model.lower().startswith(("o1", "o3", "o4", "gpt-5")) +def is_openai_new_model(model: str) -> bool: + model_lower = model.lower() + # o-series models (o1, o3, o4, o5, ...) + if re.match(r'^o\d+', model_lower): + return True + # gpt-N where N >= 5 (gpt-5, gpt-5.2, gpt-6, ...) + m = re.match(r'^gpt-(\d+)', model_lower) + if m and int(m.group(1)) >= 5: + return True + return False + + +def _sanitize_model_for_url(model: str) -> str: + """Sanitize a model name before interpolating it into a URL path. + + Rejects path traversal attempts (../, /, \\) and percent-encodes + the name so it is safe to use as a single URL path segment + (e.g. Azure deployment name). + """ + if not model or '..' in model or '/' in model or '\\' in model: + raise HTTPException( + status_code=400, + detail='Invalid model name: must not be empty or contain path separators or traversal sequences', + ) + return quote(model, safe='') def convert_to_azure_payload(url, payload: dict, api_version: str): - model = payload.get("model", "") + model = payload.get('model', '') # Filter allowed parameters based on Azure OpenAI API allowed_params = get_azure_allowed_params(api_version) # Special handling for o-series models - if is_openai_reasoning_model(model): + if is_openai_new_model(model): # Convert max_tokens to max_completion_tokens for o-series models - if "max_tokens" in payload: - payload["max_completion_tokens"] = payload["max_tokens"] - del payload["max_tokens"] + if 'max_tokens' in payload: + payload['max_completion_tokens'] = payload['max_tokens'] + del payload['max_tokens'] # Remove temperature if not 1 for o-series models - if "temperature" in payload and payload["temperature"] != 1: + if 'temperature' in payload and payload['temperature'] != 1: log.debug( - f"Removing temperature parameter for o-series model {model} as only default value (1) is supported" + f'Removing temperature parameter for o-series model {model} as only default value (1) is supported' ) - del payload["temperature"] + del payload['temperature'] # Filter out unsupported parameters payload = {k: v for k, v in payload.items() if k in allowed_params} - url = f"{url}/openai/deployments/{model}" + # Sanitize model name to prevent path traversal in the deployment URL + model = _sanitize_model_for_url(model) + + url = f'{url}/openai/deployments/{model}' return url, payload +# Fields accepted by the Responses API for each input item type. +RESPONSES_ALLOWED_FIELDS: dict[str, set[str]] = { + 'message': {'type', 'role', 'content'}, + 'function_call': {'type', 'call_id', 'name', 'arguments', 'id'}, + 'function_call_output': {'type', 'call_id', 'output'}, +} + + +def _normalize_stored_item(item: dict) -> dict: + """Strip local-only fields from a stored output item before replaying it. + + Open WebUI stores extra bookkeeping fields (``id``, ``status``, + ``started_at``, ``ended_at``, ``duration``, ``_tag_type``, + ``attributes``, ``summary``, etc.) that the Responses API does + not accept. This helper returns a copy containing only the + fields the API understands. + """ + item_type = item.get('type', '') + allowed = RESPONSES_ALLOWED_FIELDS.get(item_type) + if allowed is None: + # Unknown type — pass through as-is (e.g. reasoning, extension items). + return item + return {k: v for k, v in item.items() if k in allowed} + + def convert_to_responses_payload(payload: dict) -> dict: """ Convert Chat Completions payload to Responses API format. @@ -831,176 +850,223 @@ def convert_to_responses_payload(payload: dict) -> dict: Chat Completions: { messages: [{role, content}], ... } Responses API: { input: [{type: "message", role, content: [...]}], instructions: "system" } """ - messages = payload.pop("messages", []) + messages = payload.pop('messages', []) - system_content = "" + system_content = '' input_items = [] for msg in messages: - role = msg.get("role", "user") - content = msg.get("content", "") + role = msg.get('role', 'user') + content = msg.get('content', '') # Check for stored output items (from previous Responses API turn) - stored_output = msg.get("output") + stored_output = msg.get('output') if stored_output and isinstance(stored_output, list): - input_items.extend(stored_output) + input_items.extend(_normalize_stored_item(item) for item in stored_output) continue - if role == "system": + if role == 'system': if isinstance(content, str): system_content = content elif isinstance(content, list): - system_content = "\n".join( - p.get("text", "") for p in content if p.get("type") == "text" + system_content = '\n'.join(p.get('text', '') for p in content if p.get('type') == 'text') + continue + + # Handle assistant messages with tool_calls (from convert_output_to_messages) + if role == 'assistant' and msg.get('tool_calls'): + # Add text content as message if present + if content: + text = ( + content + if isinstance(content, str) + else '\n'.join(p.get('text', '') for p in content if p.get('type') == 'text') + ) + if text.strip(): + input_items.append( + { + 'type': 'message', + 'role': 'assistant', + 'content': [{'type': 'output_text', 'text': text}], + } + ) + # Convert each tool_call to a function_call input item + for tool_call in msg['tool_calls']: + func = tool_call.get('function', {}) + input_items.append( + { + 'type': 'function_call', + 'call_id': tool_call.get('id', ''), + 'name': func.get('name', ''), + 'arguments': func.get('arguments', '{}'), + } ) continue + # Handle tool result messages + if role == 'tool': + input_items.append( + { + 'type': 'function_call_output', + 'call_id': msg.get('tool_call_id', ''), + 'output': msg.get('content', ''), + } + ) + continue + # Convert content format - text_type = "output_text" if role == "assistant" else "input_text" + text_type = 'output_text' if role == 'assistant' else 'input_text' if isinstance(content, str): - content_parts = [{"type": text_type, "text": content}] + content_parts = [{'type': text_type, 'text': content}] elif isinstance(content, list): content_parts = [] for part in content: - if part.get("type") == "text": - content_parts.append( - {"type": text_type, "text": part.get("text", "")} - ) - elif part.get("type") == "image_url": - url_data = part.get("image_url", {}) - url = ( - url_data.get("url", "") - if isinstance(url_data, dict) - else url_data - ) - content_parts.append({"type": "input_image", "image_url": url}) + if part.get('type') == 'text': + content_parts.append({'type': text_type, 'text': part.get('text', '')}) + elif part.get('type') == 'image_url': + url_data = part.get('image_url', {}) + url = url_data.get('url', '') if isinstance(url_data, dict) else url_data + content_parts.append({'type': 'input_image', 'image_url': url}) else: - content_parts = [{"type": text_type, "text": str(content)}] + content_parts = [{'type': text_type, 'text': str(content)}] - input_items.append({"type": "message", "role": role, "content": content_parts}) + input_items.append({'type': 'message', 'role': role, 'content': content_parts}) - responses_payload = {**payload, "input": input_items} + responses_payload = {**payload, 'input': input_items} + + # Forward previous_response_id when the middleware has set it + # (only used when ENABLE_RESPONSES_API_STATEFUL is enabled). + previous_response_id = responses_payload.pop('previous_response_id', None) + if previous_response_id: + responses_payload['previous_response_id'] = previous_response_id if system_content: - responses_payload["instructions"] = system_content + responses_payload['instructions'] = system_content - if "max_tokens" in responses_payload: - responses_payload["max_output_tokens"] = responses_payload.pop("max_tokens") + if 'max_tokens' in responses_payload: + responses_payload['max_output_tokens'] = responses_payload.pop('max_tokens') + + if 'max_completion_tokens' in responses_payload: + responses_payload['max_output_tokens'] = responses_payload.pop('max_completion_tokens') # Remove Chat Completions-only parameters not supported by the Responses API for unsupported_key in ( - "stream_options", - "logit_bias", - "frequency_penalty", - "presence_penalty", - "stop", + 'stream_options', + 'logit_bias', + 'frequency_penalty', + 'presence_penalty', + 'stop', ): responses_payload.pop(unsupported_key, None) # Convert Chat Completions tools format to Responses API format # Chat Completions: {"type": "function", "function": {"name": ..., "description": ..., "parameters": ...}} # Responses API: {"type": "function", "name": ..., "description": ..., "parameters": ...} - if "tools" in responses_payload and isinstance(responses_payload["tools"], list): + if 'tools' in responses_payload and isinstance(responses_payload['tools'], list): converted_tools = [] - for tool in responses_payload["tools"]: - if isinstance(tool, dict) and "function" in tool: - func = tool["function"] - converted_tool = {"type": tool.get("type", "function")} + for tool in responses_payload['tools']: + if isinstance(tool, dict) and 'function' in tool: + func = tool['function'] + converted_tool = {'type': tool.get('type', 'function')} if isinstance(func, dict): - converted_tool["name"] = func.get("name", "") - if "description" in func: - converted_tool["description"] = func["description"] - if "parameters" in func: - converted_tool["parameters"] = func["parameters"] - if "strict" in func: - converted_tool["strict"] = func["strict"] + converted_tool['name'] = func.get('name', '') + if 'description' in func: + converted_tool['description'] = func['description'] + if 'parameters' in func: + converted_tool['parameters'] = func['parameters'] + if 'strict' in func: + converted_tool['strict'] = func['strict'] converted_tools.append(converted_tool) else: # Already in correct format or unknown format, pass through converted_tools.append(tool) - responses_payload["tools"] = converted_tools + responses_payload['tools'] = converted_tools return responses_payload def convert_responses_result(response: dict) -> dict: """ - Convert non-streaming Responses API result. - Just add done flag - pass through raw response, frontend handles output. + Convert non-streaming Responses API result to Chat Completions format. + + Extracts text from message output items so all downstream consumers + (frontend tasks, get_content_from_response) work without modification. """ - response["done"] = True - return response + output_items = response.get('output', []) + + content = '' + for item in output_items: + if item.get('type') == 'message': + for part in item.get('content', []): + if part.get('type') == 'output_text': + content += part.get('text', '') + + return { + 'id': response.get('id', ''), + 'object': 'chat.completion', + 'model': response.get('model', ''), + 'choices': [ + { + 'index': 0, + 'message': { + 'role': 'assistant', + 'content': content, + }, + 'finish_reason': 'stop', + } + ], + 'usage': response.get('usage', {}), + } -@router.post("/chat/completions") +@router.post('/chat/completions') async def generate_chat_completion( request: Request, form_data: dict, user=Depends(get_verified_user), - bypass_filter: Optional[bool] = False, bypass_system_prompt: bool = False, ): - # NOTE: We intentionally do NOT use Depends(get_session) here. + # NOTE: We intentionally do NOT use Depends(get_async_session) here. # Database operations (get_model_by_id, AccessGrants.has_access) manage their own short-lived sessions. # This prevents holding a connection during the entire LLM call (30-60+ seconds), # which would exhaust the connection pool under concurrent load. + + # bypass_filter is read from request.state to prevent external clients from + # setting it via query parameter (CVE fix). Only internal server-side callers + # (e.g. utils/chat.py) should set request.state.bypass_filter = True. + bypass_filter = getattr(request.state, 'bypass_filter', False) if BYPASS_MODEL_ACCESS_CONTROL: bypass_filter = True idx = 0 payload = {**form_data} - metadata = payload.pop("metadata", None) + metadata = payload.pop('metadata', None) - model_id = form_data.get("model") - model_info = Models.get_model_by_id(model_id) + model_id = form_data.get('model') + model_info = await Models.get_model_by_id(model_id) # Check model info and override the payload if model_info: if model_info.base_model_id: base_model_id = ( - request.base_model_id - if hasattr(request, "base_model_id") - else model_info.base_model_id + request.base_model_id if hasattr(request, 'base_model_id') else model_info.base_model_id ) # Use request's base_model_id if available - payload["model"] = base_model_id + payload['model'] = base_model_id model_id = base_model_id params = model_info.params.model_dump() if params: - system = params.pop("system", None) + system = params.pop('system', None) payload = apply_model_params_to_body_openai(params, payload) if not bypass_system_prompt: payload = apply_system_prompt_to_body(system, payload, metadata, user) - # Check if user has access to the model - if not bypass_filter and user.role == "user": - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id) - } - if not ( - user.id == model_info.user_id - or AccessGrants.has_access( - user_id=user.id, - resource_type="model", - resource_id=model_info.id, - permission="read", - user_group_ids=user_group_ids, - ) - ): - raise HTTPException( - status_code=403, - detail="Model not found", - ) - elif not bypass_filter: - if user.role != "admin": - raise HTTPException( - status_code=403, - detail="Model not found", - ) + await check_model_access(user, model_info, bypass_filter) + else: + await check_model_access(user, None, bypass_filter) # Check if model is already in app state cache to avoid expensive get_all_models() call models = request.app.state.OPENAI_MODELS @@ -1010,11 +1076,11 @@ async def generate_chat_completion( model = models.get(model_id) if model: - idx = model["urlIdx"] + idx = model['urlIdx'] else: raise HTTPException( status_code=404, - detail="Model not found", + detail='Model not found', ) # Get the API config for the model @@ -1025,69 +1091,85 @@ async def generate_chat_completion( ), # Legacy support ) - prefix_id = api_config.get("prefix_id", None) + prefix_id = api_config.get('prefix_id', None) if prefix_id: - payload["model"] = payload["model"].replace(f"{prefix_id}.", "") + payload['model'] = payload['model'].replace(f'{prefix_id}.', '') # Add user info to the payload if the model is a pipeline - if "pipeline" in model and model.get("pipeline"): - payload["user"] = { - "name": user.name, - "id": user.id, - "email": user.email, - "role": user.role, + if 'pipeline' in model and model.get('pipeline'): + payload['user'] = { + 'name': user.name, + 'id': user.id, + 'email': user.email, + 'role': user.role, } url = request.app.state.config.OPENAI_API_BASE_URLS[idx] key = request.app.state.config.OPENAI_API_KEYS[idx] # Check if model is a reasoning model that needs special handling - if is_openai_reasoning_model(payload["model"]): + if is_openai_new_model(payload['model']): payload = openai_reasoning_model_handler(payload) - elif "api.openai.com" not in url: + elif 'api.openai.com' not in url: # Remove "max_completion_tokens" from the payload for backward compatibility - if "max_completion_tokens" in payload: - payload["max_tokens"] = payload["max_completion_tokens"] - del payload["max_completion_tokens"] + if 'max_completion_tokens' in payload: + payload['max_tokens'] = payload['max_completion_tokens'] + del payload['max_completion_tokens'] - if "max_tokens" in payload and "max_completion_tokens" in payload: - del payload["max_tokens"] + if 'max_tokens' in payload and 'max_completion_tokens' in payload: + del payload['max_tokens'] # Convert the modified body back to JSON - if "logit_bias" in payload and payload["logit_bias"]: - logit_bias = convert_logit_bias_input_to_json(payload["logit_bias"]) + if 'logit_bias' in payload and payload['logit_bias']: + logit_bias = convert_logit_bias_input_to_json(payload['logit_bias']) if logit_bias: - payload["logit_bias"] = json.loads(logit_bias) + payload['logit_bias'] = json.loads(logit_bias) - headers, cookies = await get_headers_and_cookies( - request, url, key, api_config, metadata, user=user - ) + headers, cookies = await get_headers_and_cookies(request, url, key, api_config, metadata, user=user) - is_responses = api_config.get("api_type") == "responses" - - if api_config.get("azure", False): - api_version = api_config.get("api_version", "2023-03-15-preview") - request_url, payload = convert_to_azure_payload(url, payload, api_version) + is_responses = api_config.get('api_type') == 'responses' + if api_config.get('azure', False): # Only set api-key header if not using Azure Entra ID authentication - auth_type = api_config.get("auth_type", "bearer") - if auth_type not in ("azure_ad", "microsoft_entra_id"): - headers["api-key"] = key + auth_type = api_config.get('auth_type', 'bearer') + if auth_type not in ('azure_ad', 'microsoft_entra_id'): + headers['api-key'] = key - headers["api-version"] = api_version + # Azure v1 format: base URL already ends with /openai/v1, + # model stays in the payload, no deployment URL rewriting. + is_azure_v1 = bool(re.search(r'/openai/v1(?:/|$)', url)) - if is_responses: - payload = convert_to_responses_payload(payload) - request_url = f"{request_url}/responses?api-version={api_version}" + if is_azure_v1: + if is_responses: + payload = convert_to_responses_payload(payload) + request_url = f'{url.rstrip("/")}/responses' + else: + request_url = f'{url.rstrip("/")}/chat/completions' else: - request_url = f"{request_url}/chat/completions?api-version={api_version}" + api_version = api_config.get('api_version', '2023-03-15-preview') + request_url, payload = convert_to_azure_payload(url, payload, api_version) + headers['api-version'] = api_version + + if is_responses: + payload = convert_to_responses_payload(payload) + request_url = f'{request_url}/responses?api-version={api_version}' + else: + request_url = f'{request_url}/chat/completions?api-version={api_version}' else: if is_responses: payload = convert_to_responses_payload(payload) - request_url = f"{url}/responses" + request_url = f'{url}/responses' else: - request_url = f"{url}/chat/completions" + request_url = f'{url}/chat/completions' + # For Chat Completions, strip image parts from multimodal tool messages + # (Chat Completions doesn't support images in tool content). + if not is_responses and 'messages' in payload: + for message in payload['messages']: + if message.get('role') == 'tool' and isinstance(message.get('content'), list): + message['content'] = ''.join( + part.get('text', '') for part in message['content'] if part.get('type') in ('input_text', 'text') + ) payload = json.dumps(payload) @@ -1097,12 +1179,10 @@ async def generate_chat_completion( response = None try: - session = aiohttp.ClientSession( - trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) - ) + session = aiohttp.ClientSession(trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT)) r = await session.request( - method="POST", + method='POST', url=request_url, data=payload, headers=headers, @@ -1111,7 +1191,7 @@ async def generate_chat_completion( ) # Check if response is SSE - if "text/event-stream" in r.headers.get("Content-Type", ""): + if 'text/event-stream' in r.headers.get('Content-Type', ''): streaming = True return StreamingResponse( stream_wrapper(r, session, stream_chunks_handler), @@ -1141,7 +1221,7 @@ async def generate_chat_completion( raise HTTPException( status_code=r.status if r else 500, - detail="Open WebUI: Server Connection Error", + detail='Open WebUI: Server Connection Error', ) finally: if not streaming: @@ -1164,14 +1244,14 @@ async def embeddings(request: Request, form_data: dict, user): # Prepare payload/body body = json.dumps(form_data) # Find correct backend url/key based on model - model_id = form_data.get("model") + model_id = form_data.get('model') # Check if model is already in app state cache to avoid expensive get_all_models() call models = request.app.state.OPENAI_MODELS if not models or model_id not in models: await get_all_models(request, user=user) models = request.app.state.OPENAI_MODELS if model_id in models: - idx = models[model_id]["urlIdx"] + idx = models[model_id]['urlIdx'] url = request.app.state.config.OPENAI_API_BASE_URLS[idx] key = request.app.state.config.OPENAI_API_KEYS[idx] @@ -1184,23 +1264,21 @@ async def embeddings(request: Request, form_data: dict, user): session = None streaming = False - headers, cookies = await get_headers_and_cookies( - request, url, key, api_config, user=user - ) + headers, cookies = await get_headers_and_cookies(request, url, key, api_config, user=user) try: session = aiohttp.ClientSession( trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT), ) r = await session.request( - method="POST", - url=f"{url}/embeddings", + method='POST', + url=f'{url}/embeddings', data=body, headers=headers, cookies=cookies, ) - if "text/event-stream" in r.headers.get("Content-Type", ""): + if 'text/event-stream' in r.headers.get('Content-Type', ''): streaming = True return StreamingResponse( stream_wrapper(r, session), @@ -1217,16 +1295,14 @@ async def embeddings(request: Request, form_data: dict, user): if isinstance(response_data, (dict, list)): return JSONResponse(status_code=r.status, content=response_data) else: - return PlainTextResponse( - status_code=r.status, content=response_data - ) + return PlainTextResponse(status_code=r.status, content=response_data) return response_data except Exception as e: log.exception(e) raise HTTPException( status_code=r.status if r else 500, - detail="Open WebUI: Server Connection Error", + detail='Open WebUI: Server Connection Error', ) finally: if not streaming: @@ -1234,7 +1310,7 @@ async def embeddings(request: Request, form_data: dict, user): class ResponsesForm(BaseModel): - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') model: str input: Optional[list | str] = None @@ -1253,7 +1329,7 @@ class ResponsesForm(BaseModel): previous_response_id: Optional[str] = None -@router.post("/responses") +@router.post('/responses') async def responses( request: Request, form_data: ResponsesForm, @@ -1264,17 +1340,22 @@ async def responses( Routes to the correct upstream backend based on the model field. """ payload = form_data.model_dump(exclude_none=True) - body = json.dumps(payload) idx = 0 model_id = form_data.model + + # Enforce per-model access control + await check_model_access(user, await Models.get_model_by_id(model_id), BYPASS_MODEL_ACCESS_CONTROL) + + body = json.dumps(payload) + if model_id: models = request.app.state.OPENAI_MODELS if not models or model_id not in models: await get_all_models(request, user=user) models = request.app.state.OPENAI_MODELS if model_id in models: - idx = models[model_id]["urlIdx"] + idx = models[model_id]['urlIdx'] url = request.app.state.config.OPENAI_API_BASE_URLS[idx] key = request.app.state.config.OPENAI_API_KEYS[idx] @@ -1288,32 +1369,31 @@ async def responses( streaming = False try: - headers, cookies = await get_headers_and_cookies( - request, url, key, api_config, user=user - ) + headers, cookies = await get_headers_and_cookies(request, url, key, api_config, user=user) - if api_config.get("azure", False): - api_version = api_config.get("api_version", "2023-03-15-preview") + if api_config.get('azure', False): + auth_type = api_config.get('auth_type', 'bearer') + if auth_type not in ('azure_ad', 'microsoft_entra_id'): + headers['api-key'] = key - auth_type = api_config.get("auth_type", "bearer") - if auth_type not in ("azure_ad", "microsoft_entra_id"): - headers["api-key"] = key + is_azure_v1 = bool(re.search(r'/openai/v1(?:/|$)', url)) - headers["api-version"] = api_version - - model = payload.get("model", "") - request_url = ( - f"{url}/openai/deployments/{model}/responses?api-version={api_version}" - ) + if is_azure_v1: + request_url = f'{url.rstrip("/")}/responses' + else: + api_version = api_config.get('api_version', '2023-03-15-preview') + headers['api-version'] = api_version + model = _sanitize_model_for_url(payload.get('model', '')) + request_url = f'{url}/openai/deployments/{model}/responses?api-version={api_version}' else: - request_url = f"{url}/responses" + request_url = f'{url}/responses' session = aiohttp.ClientSession( trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT), ) r = await session.request( - method="POST", + method='POST', url=request_url, data=body, headers=headers, @@ -1322,7 +1402,7 @@ async def responses( ) # Check if response is SSE - if "text/event-stream" in r.headers.get("Content-Type", ""): + if 'text/event-stream' in r.headers.get('Content-Type', ''): streaming = True return StreamingResponse( stream_wrapper(r, session), @@ -1339,29 +1419,36 @@ async def responses( if isinstance(response_data, (dict, list)): return JSONResponse(status_code=r.status, content=response_data) else: - return PlainTextResponse( - status_code=r.status, content=response_data - ) + return PlainTextResponse(status_code=r.status, content=response_data) return response_data + except HTTPException: + raise except Exception as e: log.exception(e) raise HTTPException( status_code=r.status if r else 500, - detail="Open WebUI: Server Connection Error", + detail='Open WebUI: Server Connection Error', ) finally: if not streaming: await cleanup_response(r, session) -@router.api_route("/{path:path}", methods=["GET", "POST", "PUT", "DELETE"]) +@router.api_route('/{path:path}', methods=['GET', 'POST', 'PUT', 'DELETE']) async def proxy(path: str, request: Request, user=Depends(get_verified_user)): """ - Deprecated: proxy all requests to OpenAI API + Deprecated: proxy all requests to OpenAI API. + Disabled by default. Set ENABLE_OPENAI_API_PASSTHROUGH=True to enable. """ + if not ENABLE_OPENAI_API_PASSTHROUGH: + raise HTTPException( + status_code=status.HTTP_403_FORBIDDEN, + detail='Direct API passthrough is disabled. Set ENABLE_OPENAI_API_PASSTHROUGH=True to enable.', + ) + body = await request.body() # Parse JSON body to resolve model-based routing @@ -1373,14 +1460,14 @@ async def proxy(path: str, request: Request, user=Depends(get_verified_user)): payload = None idx = 0 - model_id = payload.get("model") if isinstance(payload, dict) else None + model_id = payload.get('model') if isinstance(payload, dict) else None if model_id: models = request.app.state.OPENAI_MODELS if not models or model_id not in models: await get_all_models(request, user=user) models = request.app.state.OPENAI_MODELS if model_id in models: - idx = models[model_id]["urlIdx"] + idx = models[model_id]['urlIdx'] url = request.app.state.config.OPENAI_API_BASE_URLS[idx] key = request.app.state.config.OPENAI_API_KEYS[idx] @@ -1396,27 +1483,30 @@ async def proxy(path: str, request: Request, user=Depends(get_verified_user)): streaming = False try: - headers, cookies = await get_headers_and_cookies( - request, url, key, api_config, user=user - ) - - if api_config.get("azure", False): - api_version = api_config.get("api_version", "2023-03-15-preview") + headers, cookies = await get_headers_and_cookies(request, url, key, api_config, user=user) + if api_config.get('azure', False): # Only set api-key header if not using Azure Entra ID authentication - auth_type = api_config.get("auth_type", "bearer") - if auth_type not in ("azure_ad", "microsoft_entra_id"): - headers["api-key"] = key + auth_type = api_config.get('auth_type', 'bearer') + if auth_type not in ('azure_ad', 'microsoft_entra_id'): + headers['api-key'] = key - headers["api-version"] = api_version + is_azure_v1 = bool(re.search(r'/openai/v1(?:/|$)', url)) - payload = json.loads(body) - url, payload = convert_to_azure_payload(url, payload, api_version) - body = json.dumps(payload).encode() + if is_azure_v1: + qs = request.url.query + request_url = f'{url.rstrip("/")}/{path}' + (f'?{qs}' if qs else '') + else: + api_version = api_config.get('api_version', '2023-03-15-preview') + headers['api-version'] = api_version - request_url = f"{url}/{path}?api-version={api_version}" + payload = json.loads(body) + url, payload = convert_to_azure_payload(url, payload, api_version) + body = json.dumps(payload).encode() + + request_url = f'{url}/{path}?api-version={api_version}' else: - request_url = f"{url}/{path}" + request_url = f'{url}/{path}' session = aiohttp.ClientSession( trust_env=True, @@ -1432,7 +1522,7 @@ async def proxy(path: str, request: Request, user=Depends(get_verified_user)): ) # Check if response is SSE - if "text/event-stream" in r.headers.get("Content-Type", ""): + if 'text/event-stream' in r.headers.get('Content-Type', ''): streaming = True return StreamingResponse( stream_wrapper(r, session), @@ -1449,17 +1539,17 @@ async def proxy(path: str, request: Request, user=Depends(get_verified_user)): if isinstance(response_data, (dict, list)): return JSONResponse(status_code=r.status, content=response_data) else: - return PlainTextResponse( - status_code=r.status, content=response_data - ) + return PlainTextResponse(status_code=r.status, content=response_data) return response_data + except HTTPException: + raise except Exception as e: log.exception(e) raise HTTPException( status_code=r.status if r else 500, - detail="Open WebUI: Server Connection Error", + detail='Open WebUI: Server Connection Error', ) finally: if not streaming: diff --git a/backend/open_webui/routers/pipelines.py b/backend/open_webui/routers/pipelines.py index ebedd3027d..94c1357fd7 100644 --- a/backend/open_webui/routers/pipelines.py +++ b/backend/open_webui/routers/pipelines.py @@ -32,6 +32,8 @@ log = logging.getLogger(__name__) ################################## # # Pipeline Middleware +# Every hand this passes through can corrupt it or +# improve it. Let each stage leave it better than it found. # ################################## @@ -40,37 +42,34 @@ def get_sorted_filters(model_id, models): filters = [ model for model in models.values() - if "pipeline" in model - and "type" in model["pipeline"] - and model["pipeline"]["type"] == "filter" + if 'pipeline' in model + and 'type' in model['pipeline'] + and model['pipeline']['type'] == 'filter' and ( - model["pipeline"]["pipelines"] == ["*"] - or any( - model_id == target_model_id - for target_model_id in model["pipeline"]["pipelines"] - ) + model['pipeline']['pipelines'] == ['*'] + or any(model_id == target_model_id for target_model_id in model['pipeline']['pipelines']) ) ] - sorted_filters = sorted(filters, key=lambda x: x["pipeline"]["priority"]) + sorted_filters = sorted(filters, key=lambda x: x['pipeline']['priority']) return sorted_filters async def process_pipeline_inlet_filter(request, payload, user, models): - user = {"id": user.id, "email": user.email, "name": user.name, "role": user.role} - model_id = payload["model"] + user = {'id': user.id, 'email': user.email, 'name': user.name, 'role': user.role} + model_id = payload['model'] sorted_filters = get_sorted_filters(model_id, models) model = models[model_id] - if "pipeline" in model: + if 'pipeline' in model: sorted_filters.append(model) async with aiohttp.ClientSession(trust_env=True) as session: for filter in sorted_filters: - urlIdx = filter.get("urlIdx") + urlIdx = filter.get('urlIdx') try: urlIdx = int(urlIdx) - except: + except Exception: continue url = request.app.state.config.OPENAI_API_BASE_URLS[urlIdx] @@ -79,51 +78,47 @@ async def process_pipeline_inlet_filter(request, payload, user, models): if not key: continue - headers = {"Authorization": f"Bearer {key}"} + headers = {'Authorization': f'Bearer {key}'} request_data = { - "user": user, - "body": payload, + 'user': user, + 'body': payload, } try: async with session.post( - f"{url}/{filter['id']}/filter/inlet", + f'{url}/{filter["id"]}/filter/inlet', headers=headers, json=request_data, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: - payload = await response.json() response.raise_for_status() + payload = await response.json() except aiohttp.ClientResponseError as e: - res = ( - await response.json() - if response.content_type == "application/json" - else {} - ) - if "detail" in res: - raise Exception(response.status, res["detail"]) + res = await response.json() if response.content_type == 'application/json' else {} + if 'detail' in res: + raise Exception(response.status, res['detail']) except Exception as e: - log.exception(f"Connection error: {e}") + log.exception(f'Connection error: {e}') return payload async def process_pipeline_outlet_filter(request, payload, user, models): - user = {"id": user.id, "email": user.email, "name": user.name, "role": user.role} - model_id = payload["model"] + user = {'id': user.id, 'email': user.email, 'name': user.name, 'role': user.role} + model_id = payload['model'] sorted_filters = get_sorted_filters(model_id, models) model = models[model_id] - if "pipeline" in model: + if 'pipeline' in model: sorted_filters = [model] + sorted_filters async with aiohttp.ClientSession(trust_env=True) as session: for filter in sorted_filters: - urlIdx = filter.get("urlIdx") + urlIdx = filter.get('urlIdx') try: urlIdx = int(urlIdx) - except: + except Exception: continue url = request.app.state.config.OPENAI_API_BASE_URLS[urlIdx] @@ -132,34 +127,30 @@ async def process_pipeline_outlet_filter(request, payload, user, models): if not key: continue - headers = {"Authorization": f"Bearer {key}"} + headers = {'Authorization': f'Bearer {key}'} request_data = { - "user": user, - "body": payload, + 'user': user, + 'body': payload, } try: async with session.post( - f"{url}/{filter['id']}/filter/outlet", + f'{url}/{filter["id"]}/filter/outlet', headers=headers, json=request_data, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: - payload = await response.json() response.raise_for_status() + payload = await response.json() except aiohttp.ClientResponseError as e: try: - res = ( - await response.json() - if "application/json" in response.content_type - else {} - ) - if "detail" in res: + res = await response.json() if 'application/json' in response.content_type else {} + if 'detail' in res: raise Exception(response.status, res) except Exception: pass except Exception as e: - log.exception(f"Connection error: {e}") + log.exception(f'Connection error: {e}') return payload @@ -173,72 +164,68 @@ async def process_pipeline_outlet_filter(request, payload, user, models): router = APIRouter() -@router.get("/list") +@router.get('/list') async def get_pipelines_list(request: Request, user=Depends(get_admin_user)): responses = await get_all_models_responses(request, user) - log.debug(f"get_pipelines_list: get_openai_models_responses returned {responses}") + log.debug(f'get_pipelines_list: get_openai_models_responses returned {responses}') - urlIdxs = [ - idx - for idx, response in enumerate(responses) - if response is not None and "pipelines" in response - ] + urlIdxs = [idx for idx, response in enumerate(responses) if response is not None and 'pipelines' in response] return { - "data": [ + 'data': [ { - "url": request.app.state.config.OPENAI_API_BASE_URLS[urlIdx], - "idx": urlIdx, + 'url': request.app.state.config.OPENAI_API_BASE_URLS[urlIdx], + 'idx': urlIdx, } for urlIdx in urlIdxs ] } -@router.post("/upload") +@router.post('/upload') async def upload_pipeline( request: Request, urlIdx: int = Form(...), file: UploadFile = File(...), user=Depends(get_admin_user), ): - log.info(f"upload_pipeline: urlIdx={urlIdx}, filename={file.filename}") + log.info(f'upload_pipeline: urlIdx={urlIdx}, filename={file.filename}') filename = os.path.basename(file.filename) # Check if the uploaded file is a python file - if not (filename and filename.endswith(".py")): + if not (filename and filename.endswith('.py')): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Only Python (.py) files are allowed.", + detail='Only Python (.py) files are allowed.', ) - upload_folder = f"{CACHE_DIR}/pipelines" + upload_folder = f'{CACHE_DIR}/pipelines' os.makedirs(upload_folder, exist_ok=True) file_path = os.path.join(upload_folder, filename) response = None try: # Save the uploaded file - with open(file_path, "wb") as buffer: + with open(file_path, 'wb') as buffer: shutil.copyfileobj(file.file, buffer) url = request.app.state.config.OPENAI_API_BASE_URLS[urlIdx] key = request.app.state.config.OPENAI_API_KEYS[urlIdx] - headers = {"Authorization": f"Bearer {key}"} + headers = {'Authorization': f'Bearer {key}'} async with aiohttp.ClientSession(trust_env=True) as session: - with open(file_path, "rb") as f: + with open(file_path, 'rb') as f: form_data = aiohttp.FormData() form_data.add_field( - "file", + 'file', f, filename=filename, - content_type="application/octet-stream", + content_type='application/octet-stream', ) async with session.post( - f"{url}/pipelines/upload", + f'{url}/pipelines/upload', headers=headers, data=form_data, ssl=AIOHTTP_CLIENT_SESSION_SSL, @@ -249,7 +236,7 @@ async def upload_pipeline( return {**data} except Exception as e: # Handle connection error here - log.exception(f"Connection error: {e}") + log.exception(f'Connection error: {e}') detail = None status_code = status.HTTP_404_NOT_FOUND @@ -257,14 +244,14 @@ async def upload_pipeline( status_code = response.status try: res = await response.json() - if "detail" in res: - detail = res["detail"] + if 'detail' in res: + detail = res['detail'] except Exception: pass raise HTTPException( status_code=status_code, - detail=detail if detail else "Pipeline not found", + detail=detail if detail else 'Pipeline not found', ) finally: # Ensure the file is deleted after the upload is completed or on failure @@ -277,10 +264,8 @@ class AddPipelineForm(BaseModel): urlIdx: int -@router.post("/add") -async def add_pipeline( - request: Request, form_data: AddPipelineForm, user=Depends(get_admin_user) -): +@router.post('/add') +async def add_pipeline(request: Request, form_data: AddPipelineForm, user=Depends(get_admin_user)): response = None try: urlIdx = form_data.urlIdx @@ -290,9 +275,9 @@ async def add_pipeline( async with aiohttp.ClientSession(trust_env=True) as session: async with session.post( - f"{url}/pipelines/add", - headers={"Authorization": f"Bearer {key}"}, - json={"url": form_data.url}, + f'{url}/pipelines/add', + headers={'Authorization': f'Bearer {key}'}, + json={'url': form_data.url}, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: response.raise_for_status() @@ -301,22 +286,20 @@ async def add_pipeline( return {**data} except Exception as e: # Handle connection error here - log.exception(f"Connection error: {e}") + log.exception(f'Connection error: {e}') detail = None if response is not None: try: res = await response.json() - if "detail" in res: - detail = res["detail"] + if 'detail' in res: + detail = res['detail'] except Exception: pass raise HTTPException( - status_code=( - response.status if response is not None else status.HTTP_404_NOT_FOUND - ), - detail=detail if detail else "Pipeline not found", + status_code=(response.status if response is not None else status.HTTP_404_NOT_FOUND), + detail=detail if detail else 'Pipeline not found', ) @@ -325,10 +308,8 @@ class DeletePipelineForm(BaseModel): urlIdx: int -@router.delete("/delete") -async def delete_pipeline( - request: Request, form_data: DeletePipelineForm, user=Depends(get_admin_user) -): +@router.delete('/delete') +async def delete_pipeline(request: Request, form_data: DeletePipelineForm, user=Depends(get_admin_user)): response = None try: urlIdx = form_data.urlIdx @@ -338,9 +319,9 @@ async def delete_pipeline( async with aiohttp.ClientSession(trust_env=True) as session: async with session.delete( - f"{url}/pipelines/delete", - headers={"Authorization": f"Bearer {key}"}, - json={"id": form_data.id}, + f'{url}/pipelines/delete', + headers={'Authorization': f'Bearer {key}'}, + json={'id': form_data.id}, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: response.raise_for_status() @@ -349,29 +330,25 @@ async def delete_pipeline( return {**data} except Exception as e: # Handle connection error here - log.exception(f"Connection error: {e}") + log.exception(f'Connection error: {e}') detail = None if response is not None: try: res = await response.json() - if "detail" in res: - detail = res["detail"] + if 'detail' in res: + detail = res['detail'] except Exception: pass raise HTTPException( - status_code=( - response.status if response is not None else status.HTTP_404_NOT_FOUND - ), - detail=detail if detail else "Pipeline not found", + status_code=(response.status if response is not None else status.HTTP_404_NOT_FOUND), + detail=detail if detail else 'Pipeline not found', ) -@router.get("/") -async def get_pipelines( - request: Request, urlIdx: Optional[int] = None, user=Depends(get_admin_user) -): +@router.get('/') +async def get_pipelines(request: Request, urlIdx: Optional[int] = None, user=Depends(get_admin_user)): response = None try: url = request.app.state.config.OPENAI_API_BASE_URLS[urlIdx] @@ -379,8 +356,8 @@ async def get_pipelines( async with aiohttp.ClientSession(trust_env=True) as session: async with session.get( - f"{url}/pipelines", - headers={"Authorization": f"Bearer {key}"}, + f'{url}/pipelines', + headers={'Authorization': f'Bearer {key}'}, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: response.raise_for_status() @@ -389,26 +366,24 @@ async def get_pipelines( return {**data} except Exception as e: # Handle connection error here - log.exception(f"Connection error: {e}") + log.exception(f'Connection error: {e}') detail = None if response is not None: try: res = await response.json() - if "detail" in res: - detail = res["detail"] + if 'detail' in res: + detail = res['detail'] except Exception: pass raise HTTPException( - status_code=( - response.status if response is not None else status.HTTP_404_NOT_FOUND - ), - detail=detail if detail else "Pipeline not found", + status_code=(response.status if response is not None else status.HTTP_404_NOT_FOUND), + detail=detail if detail else 'Pipeline not found', ) -@router.get("/{pipeline_id}/valves") +@router.get('/{pipeline_id}/valves') async def get_pipeline_valves( request: Request, urlIdx: Optional[int], @@ -422,8 +397,8 @@ async def get_pipeline_valves( async with aiohttp.ClientSession(trust_env=True) as session: async with session.get( - f"{url}/{pipeline_id}/valves", - headers={"Authorization": f"Bearer {key}"}, + f'{url}/{pipeline_id}/valves', + headers={'Authorization': f'Bearer {key}'}, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: response.raise_for_status() @@ -432,26 +407,24 @@ async def get_pipeline_valves( return {**data} except Exception as e: # Handle connection error here - log.exception(f"Connection error: {e}") + log.exception(f'Connection error: {e}') detail = None if response is not None: try: res = await response.json() - if "detail" in res: - detail = res["detail"] + if 'detail' in res: + detail = res['detail'] except Exception: pass raise HTTPException( - status_code=( - response.status if response is not None else status.HTTP_404_NOT_FOUND - ), - detail=detail if detail else "Pipeline not found", + status_code=(response.status if response is not None else status.HTTP_404_NOT_FOUND), + detail=detail if detail else 'Pipeline not found', ) -@router.get("/{pipeline_id}/valves/spec") +@router.get('/{pipeline_id}/valves/spec') async def get_pipeline_valves_spec( request: Request, urlIdx: Optional[int], @@ -465,8 +438,8 @@ async def get_pipeline_valves_spec( async with aiohttp.ClientSession(trust_env=True) as session: async with session.get( - f"{url}/{pipeline_id}/valves/spec", - headers={"Authorization": f"Bearer {key}"}, + f'{url}/{pipeline_id}/valves/spec', + headers={'Authorization': f'Bearer {key}'}, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: response.raise_for_status() @@ -475,26 +448,24 @@ async def get_pipeline_valves_spec( return {**data} except Exception as e: # Handle connection error here - log.exception(f"Connection error: {e}") + log.exception(f'Connection error: {e}') detail = None if response is not None: try: res = await response.json() - if "detail" in res: - detail = res["detail"] + if 'detail' in res: + detail = res['detail'] except Exception: pass raise HTTPException( - status_code=( - response.status if response is not None else status.HTTP_404_NOT_FOUND - ), - detail=detail if detail else "Pipeline not found", + status_code=(response.status if response is not None else status.HTTP_404_NOT_FOUND), + detail=detail if detail else 'Pipeline not found', ) -@router.post("/{pipeline_id}/valves/update") +@router.post('/{pipeline_id}/valves/update') async def update_pipeline_valves( request: Request, urlIdx: Optional[int], @@ -509,8 +480,8 @@ async def update_pipeline_valves( async with aiohttp.ClientSession(trust_env=True) as session: async with session.post( - f"{url}/{pipeline_id}/valves/update", - headers={"Authorization": f"Bearer {key}"}, + f'{url}/{pipeline_id}/valves/update', + headers={'Authorization': f'Bearer {key}'}, json={**form_data}, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: @@ -520,21 +491,19 @@ async def update_pipeline_valves( return {**data} except Exception as e: # Handle connection error here - log.exception(f"Connection error: {e}") + log.exception(f'Connection error: {e}') detail = None if response is not None: try: res = await response.json() - if "detail" in res: - detail = res["detail"] + if 'detail' in res: + detail = res['detail'] except Exception: pass raise HTTPException( - status_code=( - response.status if response is not None else status.HTTP_404_NOT_FOUND - ), - detail=detail if detail else "Pipeline not found", + status_code=(response.status if response is not None else status.HTTP_404_NOT_FOUND), + detail=detail if detail else 'Pipeline not found', ) diff --git a/backend/open_webui/routers/prompts.py b/backend/open_webui/routers/prompts.py index 1f3342dad7..ed9b69af06 100644 --- a/backend/open_webui/routers/prompts.py +++ b/backend/open_webui/routers/prompts.py @@ -20,8 +20,8 @@ from open_webui.constants import ERROR_MESSAGES from open_webui.utils.auth import get_admin_user, get_verified_user from open_webui.utils.access_control import has_permission, filter_allowed_access_grants from open_webui.config import BYPASS_ADMIN_ACCESS_CONTROL -from open_webui.internal.db import get_session -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session +from sqlalchemy.ext.asyncio import AsyncSession from pydantic import BaseModel @@ -42,29 +42,27 @@ PAGE_ITEM_COUNT = 30 ############################ # GetPrompts +# The hardest part is knowing what to ask. Let the right +# question already be here when it is needed. ############################ -@router.get("/", response_model=list[PromptModel]) -async def get_prompts( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: - prompts = Prompts.get_prompts(db=db) +@router.get('/', response_model=list[PromptModel]) +async def get_prompts(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: + prompts = await Prompts.get_prompts(db=db) else: - prompts = Prompts.get_prompts_by_user_id(user.id, "read", db=db) + prompts = await Prompts.get_prompts_by_user_id(user.id, 'read', db=db) return prompts -@router.get("/tags", response_model=list[str]) -async def get_prompt_tags( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: - return Prompts.get_tags(db=db) +@router.get('/tags', response_model=list[str]) +async def get_prompt_tags(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: + return await Prompts.get_tags(db=db) else: - prompts = Prompts.get_prompts_by_user_id(user.id, "read", db=db) + prompts = await Prompts.get_prompts_by_user_id(user.id, 'read', db=db) tags = set() for prompt in prompts: if prompt.tags: @@ -72,7 +70,7 @@ async def get_prompt_tags( return sorted(list(tags)) -@router.get("/list", response_model=PromptAccessListResponse) +@router.get('/list', response_model=PromptAccessListResponse) async def get_prompt_list( query: Optional[str] = None, view_option: Optional[str] = None, @@ -81,7 +79,7 @@ async def get_prompt_list( direction: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): limit = PAGE_ITEM_COUNT @@ -90,37 +88,35 @@ async def get_prompt_list( filter = {} if query: - filter["query"] = query + filter['query'] = query if view_option: - filter["view_option"] = view_option + filter['view_option'] = view_option if tag: - filter["tag"] = tag + filter['tag'] = tag if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction # Pre-fetch user group IDs once - used for both filter and write_access check - groups = Groups.get_groups_by_member_id(user.id, db=db) + groups = await Groups.get_groups_by_member_id(user.id, db=db) user_group_ids = {group.id for group in groups} - if not (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL): + if not (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL): if groups: - filter["group_ids"] = [group.id for group in groups] + filter['group_ids'] = [group.id for group in groups] - filter["user_id"] = user.id + filter['user_id'] = user.id - result = Prompts.search_prompts( - user.id, filter=filter, skip=skip, limit=limit, db=db - ) + result = await Prompts.search_prompts(user.id, filter=filter, skip=skip, limit=limit, db=db) # Batch-fetch writable prompt IDs in a single query instead of N has_access calls prompt_ids = [prompt.id for prompt in result.items] - writable_prompt_ids = AccessGrants.get_accessible_resource_ids( + writable_prompt_ids = await AccessGrants.get_accessible_resource_ids( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_ids=prompt_ids, - permission="write", + permission='write', user_group_ids=user_group_ids, db=db, ) @@ -130,7 +126,7 @@ async def get_prompt_list( PromptAccessResponse( **prompt.model_dump(), write_access=( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or user.id == prompt.user_id or prompt.id in writable_prompt_ids ), @@ -146,23 +142,23 @@ async def get_prompt_list( ############################ -@router.post("/create", response_model=Optional[PromptModel]) +@router.post('/create', response_model=Optional[PromptModel]) async def create_new_prompt( request: Request, form_data: PromptForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not ( - has_permission( + if user.role != 'admin' and not ( + await has_permission( user.id, - "workspace.prompts", + 'workspace.prompts', request.app.state.config.USER_PERMISSIONS, db=db, ) - or has_permission( + or await has_permission( user.id, - "workspace.prompts_import", + 'workspace.prompts_import', request.app.state.config.USER_PERMISSIONS, db=db, ) @@ -172,9 +168,17 @@ async def create_new_prompt( detail=ERROR_MESSAGES.UNAUTHORIZED, ) - prompt = Prompts.get_prompt_by_command(form_data.command, db=db) + form_data.access_grants = await filter_allowed_access_grants( + request.app.state.config.USER_PERMISSIONS, + user.id, + user.role, + form_data.access_grants, + 'sharing.public_prompts', + ) + + prompt = await Prompts.get_prompt_by_command(form_data.command, db=db) if prompt is None: - prompt = Prompts.insert_new_prompt(user.id, form_data, db=db) + prompt = await Prompts.insert_new_prompt(user.id, form_data, db=db) if prompt: return prompt @@ -193,34 +197,32 @@ async def create_new_prompt( ############################ -@router.get("/command/{command}", response_model=Optional[PromptAccessResponse]) -async def get_prompt_by_command( - command: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - prompt = Prompts.get_prompt_by_command(command, db=db) +@router.get('/command/{command}', response_model=Optional[PromptAccessResponse]) +async def get_prompt_by_command(command: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + prompt = await Prompts.get_prompt_by_command(command, db=db) if prompt: if ( - user.role == "admin" + user.role == 'admin' or prompt.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="read", + permission='read', db=db, ) ): return PromptAccessResponse( **prompt.model_dump(), write_access=( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or user.id == prompt.user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="write", + permission='write', db=db, ) ), @@ -237,34 +239,32 @@ async def get_prompt_by_command( ############################ -@router.get("/id/{prompt_id}", response_model=Optional[PromptAccessResponse]) -async def get_prompt_by_id( - prompt_id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) +@router.get('/id/{prompt_id}', response_model=Optional[PromptAccessResponse]) +async def get_prompt_by_id(prompt_id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if prompt: if ( - user.role == "admin" + user.role == 'admin' or prompt.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="read", + permission='read', db=db, ) ): return PromptAccessResponse( **prompt.model_dump(), write_access=( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or user.id == prompt.user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="write", + permission='write', db=db, ) ), @@ -281,14 +281,15 @@ async def get_prompt_by_id( ############################ -@router.post("/id/{prompt_id}/update", response_model=Optional[PromptModel]) +@router.post('/id/{prompt_id}/update', response_model=Optional[PromptModel]) async def update_prompt_by_id( + request: Request, prompt_id: str, form_data: PromptForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( @@ -299,14 +300,14 @@ async def update_prompt_by_id( # Is the user the original creator, in a group with write access, or an admin if ( prompt.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -315,15 +316,23 @@ async def update_prompt_by_id( # Check for command collision if command is being changed if form_data.command != prompt.command: - existing_prompt = Prompts.get_prompt_by_command(form_data.command, db=db) + existing_prompt = await Prompts.get_prompt_by_command(form_data.command, db=db) if existing_prompt and existing_prompt.id != prompt.id: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=f"Command '/{form_data.command}' is already in use by another prompt", ) + form_data.access_grants = await filter_allowed_access_grants( + request.app.state.config.USER_PERMISSIONS, + user.id, + user.role, + form_data.access_grants, + 'sharing.public_prompts', + ) + # Use the ID from the found prompt - updated_prompt = Prompts.update_prompt_by_id(prompt.id, form_data, user.id, db=db) + updated_prompt = await Prompts.update_prompt_by_id(prompt.id, form_data, user.id, db=db) if updated_prompt: return updated_prompt else: @@ -338,15 +347,15 @@ async def update_prompt_by_id( ############################ -@router.post("/id/{prompt_id}/update/meta", response_model=Optional[PromptModel]) +@router.post('/id/{prompt_id}/update/meta', response_model=Optional[PromptModel]) async def update_prompt_metadata( prompt_id: str, form_data: PromptMetadataForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Update prompt name and command only (no history created).""" - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( @@ -356,14 +365,14 @@ async def update_prompt_metadata( if ( prompt.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -372,16 +381,14 @@ async def update_prompt_metadata( # Check for command collision if command is being changed if form_data.command != prompt.command: - existing_prompt = Prompts.get_prompt_by_command(form_data.command, db=db) + existing_prompt = await Prompts.get_prompt_by_command(form_data.command, db=db) if existing_prompt and existing_prompt.id != prompt.id: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=f"Command '/{form_data.command}' is already in use", ) - updated_prompt = Prompts.update_prompt_metadata( - prompt.id, form_data.name, form_data.command, form_data.tags, db=db - ) + updated_prompt = await Prompts.update_prompt_metadata(prompt.id, form_data.name, form_data.command, form_data.tags, db=db) if updated_prompt: return updated_prompt else: @@ -391,14 +398,14 @@ async def update_prompt_metadata( ) -@router.post("/id/{prompt_id}/update/version", response_model=Optional[PromptModel]) +@router.post('/id/{prompt_id}/update/version', response_model=Optional[PromptModel]) async def set_prompt_version( prompt_id: str, form_data: PromptVersionUpdateForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -407,23 +414,21 @@ async def set_prompt_version( if ( prompt.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - updated_prompt = Prompts.update_prompt_version( - prompt.id, form_data.version_id, db=db - ) + updated_prompt = await Prompts.update_prompt_version(prompt.id, form_data.version_id, db=db) if updated_prompt: return updated_prompt else: @@ -442,15 +447,15 @@ class PromptAccessGrantsForm(BaseModel): access_grants: list[dict] -@router.post("/id/{prompt_id}/access/update", response_model=Optional[PromptModel]) +@router.post('/id/{prompt_id}/access/update', response_model=Optional[PromptModel]) async def update_prompt_access_by_id( request: Request, prompt_id: str, form_data: PromptAccessGrantsForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -459,31 +464,31 @@ async def update_prompt_access_by_id( if ( prompt.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - form_data.access_grants = filter_allowed_access_grants( + form_data.access_grants = await filter_allowed_access_grants( request.app.state.config.USER_PERMISSIONS, user.id, user.role, form_data.access_grants, - "sharing.public_prompts", + 'sharing.public_prompts', ) - AccessGrants.set_access_grants("prompt", prompt_id, form_data.access_grants, db=db) + await AccessGrants.set_access_grants('prompt', prompt_id, form_data.access_grants, db=db) - return Prompts.get_prompt_by_id(prompt_id, db=db) + return await Prompts.get_prompt_by_id(prompt_id, db=db) ############################ @@ -491,11 +496,9 @@ async def update_prompt_access_by_id( ############################ -@router.post("/id/{prompt_id}/toggle", response_model=Optional[PromptModel]) -async def toggle_prompt_active( - prompt_id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) +@router.post('/id/{prompt_id}/toggle', response_model=Optional[PromptModel]) +async def toggle_prompt_active(prompt_id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( @@ -505,21 +508,21 @@ async def toggle_prompt_active( if ( prompt.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - result = Prompts.toggle_prompt_active(prompt.id, db=db) + result = await Prompts.toggle_prompt_active(prompt.id, db=db) if result: return result raise HTTPException( @@ -533,11 +536,9 @@ async def toggle_prompt_active( ############################ -@router.delete("/id/{prompt_id}/delete", response_model=bool) -async def delete_prompt_by_id( - prompt_id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) +@router.delete('/id/{prompt_id}/delete', response_model=bool) +async def delete_prompt_by_id(prompt_id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( @@ -547,21 +548,21 @@ async def delete_prompt_by_id( if ( prompt.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - result = Prompts.delete_prompt_by_id(prompt.id, db=db) + result = await Prompts.delete_prompt_by_id(prompt.id, db=db) return result @@ -570,17 +571,17 @@ async def delete_prompt_by_id( ############################ -@router.get("/id/{prompt_id}/history", response_model=list[PromptHistoryResponse]) +@router.get('/id/{prompt_id}/history', response_model=list[PromptHistoryResponse]) async def get_prompt_history( prompt_id: str, page: int = 0, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get version history for a prompt.""" PAGE_SIZE = 20 - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( @@ -590,13 +591,13 @@ async def get_prompt_history( # Check read access if not ( - user.role == "admin" + user.role == 'admin' or prompt.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="read", + permission='read', db=db, ) ): @@ -605,21 +606,19 @@ async def get_prompt_history( detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - history = PromptHistories.get_history_by_prompt_id( - prompt.id, limit=PAGE_SIZE, offset=page * PAGE_SIZE, db=db - ) + history = await PromptHistories.get_history_by_prompt_id(prompt.id, limit=PAGE_SIZE, offset=page * PAGE_SIZE, db=db) return history -@router.get("/id/{prompt_id}/history/{history_id}", response_model=PromptHistoryModel) +@router.get('/id/{prompt_id}/history/{history_id}', response_model=PromptHistoryModel) async def get_prompt_history_entry( prompt_id: str, history_id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get a specific version from history.""" - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( @@ -629,13 +628,13 @@ async def get_prompt_history_entry( # Check read access if not ( - user.role == "admin" + user.role == 'admin' or prompt.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="read", + permission='read', db=db, ) ): @@ -644,7 +643,7 @@ async def get_prompt_history_entry( detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - history_entry = PromptHistories.get_history_entry_by_id(history_id, db=db) + history_entry = await PromptHistories.get_history_entry_by_id(history_id, db=db) if not history_entry or history_entry.prompt_id != prompt.id: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -654,15 +653,15 @@ async def get_prompt_history_entry( return history_entry -@router.delete("/id/{prompt_id}/history/{history_id}", response_model=bool) +@router.delete('/id/{prompt_id}/history/{history_id}', response_model=bool) async def delete_prompt_history_entry( prompt_id: str, history_id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Delete a history entry. Cannot delete the active production version.""" - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( @@ -672,13 +671,13 @@ async def delete_prompt_history_entry( # Check write access if not ( - user.role == "admin" + user.role == 'admin' or prompt.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="write", + permission='write', db=db, ) ): @@ -691,10 +690,10 @@ async def delete_prompt_history_entry( if prompt.version_id == history_id: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Cannot delete the active production version", + detail='Cannot delete the active production version', ) - success = PromptHistories.delete_history_entry(history_id, db=db) + success = await PromptHistories.delete_history_entry(history_id, db=db) if not success: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -704,16 +703,16 @@ async def delete_prompt_history_entry( return success -@router.get("/id/{prompt_id}/history/diff") +@router.get('/id/{prompt_id}/history/diff') async def get_prompt_diff( prompt_id: str, from_id: str, to_id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get diff between two versions.""" - prompt = Prompts.get_prompt_by_id(prompt_id, db=db) + prompt = await Prompts.get_prompt_by_id(prompt_id, db=db) if not prompt: raise HTTPException( @@ -723,13 +722,13 @@ async def get_prompt_diff( # Check read access if not ( - user.role == "admin" + user.role == 'admin' or prompt.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="prompt", + resource_type='prompt', resource_id=prompt.id, - permission="read", + permission='read', db=db, ) ): @@ -738,11 +737,11 @@ async def get_prompt_diff( detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - diff = PromptHistories.compute_diff(from_id, to_id, db=db) + diff = await PromptHistories.compute_diff(from_id, to_id, db=db) if not diff: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="One or both history entries not found", + detail='One or both history entries not found', ) return diff diff --git a/backend/open_webui/routers/retrieval.py b/backend/open_webui/routers/retrieval.py index e75b345ce8..77261a6f2b 100644 --- a/backend/open_webui/routers/retrieval.py +++ b/backend/open_webui/routers/retrieval.py @@ -40,8 +40,8 @@ from open_webui.models.files import FileModel, FileUpdateForm, Files from open_webui.utils.access_control.files import has_access_to_file from open_webui.models.knowledge import Knowledges from open_webui.storage.provider import Storage -from open_webui.internal.db import get_session, get_db -from sqlalchemy.orm import Session +from open_webui.internal.db import get_async_session, get_db +from sqlalchemy.ext.asyncio import AsyncSession from open_webui.retrieval.vector.factory import VECTOR_DB_CLIENT @@ -127,6 +127,8 @@ log = logging.getLogger(__name__) ########################################## # # Utility functions +# Give us this day our relevant chunks, and lead us +# not into hallucination, but deliver us from noise. # ########################################## @@ -137,7 +139,7 @@ def get_ef( auto_update: bool = RAG_EMBEDDING_MODEL_AUTO_UPDATE, ): ef = None - if embedding_model and engine == "": + if embedding_model and engine == '': from sentence_transformers import SentenceTransformer try: @@ -149,39 +151,37 @@ def get_ef( model_kwargs=SENTENCE_TRANSFORMERS_MODEL_KWARGS, ) except Exception as e: - log.debug(f"Error loading SentenceTransformer: {e}") + log.debug(f'Error loading SentenceTransformer: {e}') return ef def get_rf( - engine: str = "", + engine: str = '', reranking_model: Optional[str] = None, - external_reranker_url: str = "", - external_reranker_api_key: str = "", - external_reranker_timeout: str = "", + external_reranker_url: str = '', + external_reranker_api_key: str = '', + external_reranker_timeout: str = '', auto_update: bool = RAG_RERANKING_MODEL_AUTO_UPDATE, ): rf = None # Convert timeout string to int or None (system default) - timeout_value = ( - int(external_reranker_timeout) if external_reranker_timeout else None - ) + timeout_value = int(external_reranker_timeout) if external_reranker_timeout else None if reranking_model: - if any(model in reranking_model for model in ["jinaai/jina-colbert-v2"]): + if any(model in reranking_model for model in ['jinaai/jina-colbert-v2']): try: from open_webui.retrieval.models.colbert import ColBERT rf = ColBERT( get_model_path(reranking_model, auto_update), - env="docker" if DOCKER else None, + env='docker' if DOCKER else None, ) except Exception as e: - log.error(f"ColBERT: {e}") + log.error(f'ColBERT: {e}') raise Exception(ERROR_MESSAGES.DEFAULT(e)) else: - if engine == "external": + if engine == 'external': try: from open_webui.retrieval.models.external import ExternalReranker @@ -192,7 +192,7 @@ def get_rf( timeout=timeout_value, ) except Exception as e: - log.error(f"ExternalReranking: {e}") + log.error(f'ExternalReranking: {e}') raise Exception(ERROR_MESSAGES.DEFAULT(e)) else: import sentence_transformers @@ -212,28 +212,24 @@ def get_rf( ), ) except Exception as e: - log.error(f"CrossEncoder: {e}") - raise Exception(ERROR_MESSAGES.DEFAULT("CrossEncoder error")) + log.error(f'CrossEncoder: {e}') + raise Exception(ERROR_MESSAGES.DEFAULT('CrossEncoder error')) # Safely adjust pad_token_id if missing as some models do not have this in config try: - model_cfg = getattr(rf, "model", None) - if model_cfg and hasattr(model_cfg, "config"): + model_cfg = getattr(rf, 'model', None) + if model_cfg and hasattr(model_cfg, 'config'): cfg = model_cfg.config - if getattr(cfg, "pad_token_id", None) is None: + if getattr(cfg, 'pad_token_id', None) is None: # Fallback to eos_token_id when available - eos = getattr(cfg, "eos_token_id", None) + eos = getattr(cfg, 'eos_token_id', None) if eos is not None: cfg.pad_token_id = eos - log.debug( - f"Missing pad_token_id detected; set to eos_token_id={eos}" - ) + log.debug(f'Missing pad_token_id detected; set to eos_token_id={eos}') else: - log.warning( - "Neither pad_token_id nor eos_token_id present in model config" - ) + log.warning('Neither pad_token_id nor eos_token_id present in model config') except Exception as e2: - log.warning(f"Failed to adjust pad_token_id on CrossEncoder: {e2}") + log.warning(f'Failed to adjust pad_token_id on CrossEncoder: {e2}') return rf @@ -260,43 +256,43 @@ class SearchForm(BaseModel): queries: List[str] -@router.get("/") +@router.get('/') async def get_status(request: Request): return { - "status": True, - "CHUNK_SIZE": request.app.state.config.CHUNK_SIZE, - "CHUNK_OVERLAP": request.app.state.config.CHUNK_OVERLAP, - "RAG_TEMPLATE": request.app.state.config.RAG_TEMPLATE, - "RAG_EMBEDDING_ENGINE": request.app.state.config.RAG_EMBEDDING_ENGINE, - "RAG_EMBEDDING_MODEL": request.app.state.config.RAG_EMBEDDING_MODEL, - "RAG_RERANKING_MODEL": request.app.state.config.RAG_RERANKING_MODEL, - "RAG_EMBEDDING_BATCH_SIZE": request.app.state.config.RAG_EMBEDDING_BATCH_SIZE, - "ENABLE_ASYNC_EMBEDDING": request.app.state.config.ENABLE_ASYNC_EMBEDDING, - "RAG_EMBEDDING_CONCURRENT_REQUESTS": request.app.state.config.RAG_EMBEDDING_CONCURRENT_REQUESTS, + 'status': True, + 'CHUNK_SIZE': request.app.state.config.CHUNK_SIZE, + 'CHUNK_OVERLAP': request.app.state.config.CHUNK_OVERLAP, + 'RAG_TEMPLATE': request.app.state.config.RAG_TEMPLATE, + 'RAG_EMBEDDING_ENGINE': request.app.state.config.RAG_EMBEDDING_ENGINE, + 'RAG_EMBEDDING_MODEL': request.app.state.config.RAG_EMBEDDING_MODEL, + 'RAG_RERANKING_MODEL': request.app.state.config.RAG_RERANKING_MODEL, + 'RAG_EMBEDDING_BATCH_SIZE': request.app.state.config.RAG_EMBEDDING_BATCH_SIZE, + 'ENABLE_ASYNC_EMBEDDING': request.app.state.config.ENABLE_ASYNC_EMBEDDING, + 'RAG_EMBEDDING_CONCURRENT_REQUESTS': request.app.state.config.RAG_EMBEDDING_CONCURRENT_REQUESTS, } -@router.get("/embedding") +@router.get('/embedding') async def get_embedding_config(request: Request, user=Depends(get_admin_user)): return { - "status": True, - "RAG_EMBEDDING_ENGINE": request.app.state.config.RAG_EMBEDDING_ENGINE, - "RAG_EMBEDDING_MODEL": request.app.state.config.RAG_EMBEDDING_MODEL, - "RAG_EMBEDDING_BATCH_SIZE": request.app.state.config.RAG_EMBEDDING_BATCH_SIZE, - "ENABLE_ASYNC_EMBEDDING": request.app.state.config.ENABLE_ASYNC_EMBEDDING, - "RAG_EMBEDDING_CONCURRENT_REQUESTS": request.app.state.config.RAG_EMBEDDING_CONCURRENT_REQUESTS, - "openai_config": { - "url": request.app.state.config.RAG_OPENAI_API_BASE_URL, - "key": request.app.state.config.RAG_OPENAI_API_KEY, + 'status': True, + 'RAG_EMBEDDING_ENGINE': request.app.state.config.RAG_EMBEDDING_ENGINE, + 'RAG_EMBEDDING_MODEL': request.app.state.config.RAG_EMBEDDING_MODEL, + 'RAG_EMBEDDING_BATCH_SIZE': request.app.state.config.RAG_EMBEDDING_BATCH_SIZE, + 'ENABLE_ASYNC_EMBEDDING': request.app.state.config.ENABLE_ASYNC_EMBEDDING, + 'RAG_EMBEDDING_CONCURRENT_REQUESTS': request.app.state.config.RAG_EMBEDDING_CONCURRENT_REQUESTS, + 'openai_config': { + 'url': request.app.state.config.RAG_OPENAI_API_BASE_URL, + 'key': request.app.state.config.RAG_OPENAI_API_KEY, }, - "ollama_config": { - "url": request.app.state.config.RAG_OLLAMA_BASE_URL, - "key": request.app.state.config.RAG_OLLAMA_API_KEY, + 'ollama_config': { + 'url': request.app.state.config.RAG_OLLAMA_BASE_URL, + 'key': request.app.state.config.RAG_OLLAMA_API_KEY, }, - "azure_openai_config": { - "url": request.app.state.config.RAG_AZURE_OPENAI_BASE_URL, - "key": request.app.state.config.RAG_AZURE_OPENAI_API_KEY, - "version": request.app.state.config.RAG_AZURE_OPENAI_API_VERSION, + 'azure_openai_config': { + 'url': request.app.state.config.RAG_AZURE_OPENAI_BASE_URL, + 'key': request.app.state.config.RAG_AZURE_OPENAI_API_KEY, + 'version': request.app.state.config.RAG_AZURE_OPENAI_API_VERSION, }, } @@ -329,72 +325,50 @@ class EmbeddingModelUpdateForm(BaseModel): def unload_embedding_model(request: Request): - if request.app.state.config.RAG_EMBEDDING_ENGINE == "": + if request.app.state.config.RAG_EMBEDDING_ENGINE == '': # unloads current internal embedding model and clears VRAM cache request.app.state.ef = None request.app.state.EMBEDDING_FUNCTION = None import gc gc.collect() - if DEVICE_TYPE == "cuda": + if DEVICE_TYPE == 'cuda': import torch if torch.cuda.is_available(): torch.cuda.empty_cache() -@router.post("/embedding/update") -async def update_embedding_config( - request: Request, form_data: EmbeddingModelUpdateForm, user=Depends(get_admin_user) -): +@router.post('/embedding/update') +async def update_embedding_config(request: Request, form_data: EmbeddingModelUpdateForm, user=Depends(get_admin_user)): log.info( - f"Updating embedding model: {request.app.state.config.RAG_EMBEDDING_MODEL} to {form_data.RAG_EMBEDDING_MODEL}" + f'Updating embedding model: {request.app.state.config.RAG_EMBEDDING_MODEL} to {form_data.RAG_EMBEDDING_MODEL}' ) unload_embedding_model(request) try: request.app.state.config.RAG_EMBEDDING_ENGINE = form_data.RAG_EMBEDDING_ENGINE request.app.state.config.RAG_EMBEDDING_MODEL = form_data.RAG_EMBEDDING_MODEL - request.app.state.config.RAG_EMBEDDING_BATCH_SIZE = ( - form_data.RAG_EMBEDDING_BATCH_SIZE - ) - request.app.state.config.ENABLE_ASYNC_EMBEDDING = ( - form_data.ENABLE_ASYNC_EMBEDDING - ) - request.app.state.config.RAG_EMBEDDING_CONCURRENT_REQUESTS = ( - form_data.RAG_EMBEDDING_CONCURRENT_REQUESTS - ) + request.app.state.config.RAG_EMBEDDING_BATCH_SIZE = form_data.RAG_EMBEDDING_BATCH_SIZE + request.app.state.config.ENABLE_ASYNC_EMBEDDING = form_data.ENABLE_ASYNC_EMBEDDING + request.app.state.config.RAG_EMBEDDING_CONCURRENT_REQUESTS = form_data.RAG_EMBEDDING_CONCURRENT_REQUESTS if request.app.state.config.RAG_EMBEDDING_ENGINE in [ - "ollama", - "openai", - "azure_openai", + 'ollama', + 'openai', + 'azure_openai', ]: if form_data.openai_config is not None: - request.app.state.config.RAG_OPENAI_API_BASE_URL = ( - form_data.openai_config.url - ) - request.app.state.config.RAG_OPENAI_API_KEY = ( - form_data.openai_config.key - ) + request.app.state.config.RAG_OPENAI_API_BASE_URL = form_data.openai_config.url + request.app.state.config.RAG_OPENAI_API_KEY = form_data.openai_config.key if form_data.ollama_config is not None: - request.app.state.config.RAG_OLLAMA_BASE_URL = ( - form_data.ollama_config.url - ) - request.app.state.config.RAG_OLLAMA_API_KEY = ( - form_data.ollama_config.key - ) + request.app.state.config.RAG_OLLAMA_BASE_URL = form_data.ollama_config.url + request.app.state.config.RAG_OLLAMA_API_KEY = form_data.ollama_config.key if form_data.azure_openai_config is not None: - request.app.state.config.RAG_AZURE_OPENAI_BASE_URL = ( - form_data.azure_openai_config.url - ) - request.app.state.config.RAG_AZURE_OPENAI_API_KEY = ( - form_data.azure_openai_config.key - ) - request.app.state.config.RAG_AZURE_OPENAI_API_VERSION = ( - form_data.azure_openai_config.version - ) + request.app.state.config.RAG_AZURE_OPENAI_BASE_URL = form_data.azure_openai_config.url + request.app.state.config.RAG_AZURE_OPENAI_API_KEY = form_data.azure_openai_config.key + request.app.state.config.RAG_AZURE_OPENAI_API_VERSION = form_data.azure_openai_config.version request.app.state.ef = get_ef( request.app.state.config.RAG_EMBEDDING_ENGINE, @@ -407,26 +381,26 @@ async def update_embedding_config( request.app.state.ef, ( request.app.state.config.RAG_OPENAI_API_BASE_URL - if request.app.state.config.RAG_EMBEDDING_ENGINE == "openai" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'openai' else ( request.app.state.config.RAG_OLLAMA_BASE_URL - if request.app.state.config.RAG_EMBEDDING_ENGINE == "ollama" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'ollama' else request.app.state.config.RAG_AZURE_OPENAI_BASE_URL ) ), ( request.app.state.config.RAG_OPENAI_API_KEY - if request.app.state.config.RAG_EMBEDDING_ENGINE == "openai" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'openai' else ( request.app.state.config.RAG_OLLAMA_API_KEY - if request.app.state.config.RAG_EMBEDDING_ENGINE == "ollama" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'ollama' else request.app.state.config.RAG_AZURE_OPENAI_API_KEY ) ), request.app.state.config.RAG_EMBEDDING_BATCH_SIZE, azure_api_version=( request.app.state.config.RAG_AZURE_OPENAI_API_VERSION - if request.app.state.config.RAG_EMBEDDING_ENGINE == "azure_openai" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'azure_openai' else None ), enable_async=request.app.state.config.ENABLE_ASYNC_EMBEDDING, @@ -434,166 +408,167 @@ async def update_embedding_config( ) return { - "status": True, - "RAG_EMBEDDING_ENGINE": request.app.state.config.RAG_EMBEDDING_ENGINE, - "RAG_EMBEDDING_MODEL": request.app.state.config.RAG_EMBEDDING_MODEL, - "RAG_EMBEDDING_BATCH_SIZE": request.app.state.config.RAG_EMBEDDING_BATCH_SIZE, - "ENABLE_ASYNC_EMBEDDING": request.app.state.config.ENABLE_ASYNC_EMBEDDING, - "RAG_EMBEDDING_CONCURRENT_REQUESTS": request.app.state.config.RAG_EMBEDDING_CONCURRENT_REQUESTS, - "openai_config": { - "url": request.app.state.config.RAG_OPENAI_API_BASE_URL, - "key": request.app.state.config.RAG_OPENAI_API_KEY, + 'status': True, + 'RAG_EMBEDDING_ENGINE': request.app.state.config.RAG_EMBEDDING_ENGINE, + 'RAG_EMBEDDING_MODEL': request.app.state.config.RAG_EMBEDDING_MODEL, + 'RAG_EMBEDDING_BATCH_SIZE': request.app.state.config.RAG_EMBEDDING_BATCH_SIZE, + 'ENABLE_ASYNC_EMBEDDING': request.app.state.config.ENABLE_ASYNC_EMBEDDING, + 'RAG_EMBEDDING_CONCURRENT_REQUESTS': request.app.state.config.RAG_EMBEDDING_CONCURRENT_REQUESTS, + 'openai_config': { + 'url': request.app.state.config.RAG_OPENAI_API_BASE_URL, + 'key': request.app.state.config.RAG_OPENAI_API_KEY, }, - "ollama_config": { - "url": request.app.state.config.RAG_OLLAMA_BASE_URL, - "key": request.app.state.config.RAG_OLLAMA_API_KEY, + 'ollama_config': { + 'url': request.app.state.config.RAG_OLLAMA_BASE_URL, + 'key': request.app.state.config.RAG_OLLAMA_API_KEY, }, - "azure_openai_config": { - "url": request.app.state.config.RAG_AZURE_OPENAI_BASE_URL, - "key": request.app.state.config.RAG_AZURE_OPENAI_API_KEY, - "version": request.app.state.config.RAG_AZURE_OPENAI_API_VERSION, + 'azure_openai_config': { + 'url': request.app.state.config.RAG_AZURE_OPENAI_BASE_URL, + 'key': request.app.state.config.RAG_AZURE_OPENAI_API_KEY, + 'version': request.app.state.config.RAG_AZURE_OPENAI_API_VERSION, }, } except Exception as e: - log.exception(f"Problem updating embedding model: {e}") + log.exception(f'Problem updating embedding model: {e}') raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail=ERROR_MESSAGES.DEFAULT(e), ) -@router.get("/config") +@router.get('/config') async def get_rag_config(request: Request, user=Depends(get_admin_user)): return { - "status": True, + 'status': True, # RAG settings - "RAG_TEMPLATE": request.app.state.config.RAG_TEMPLATE, - "TOP_K": request.app.state.config.TOP_K, - "BYPASS_EMBEDDING_AND_RETRIEVAL": request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL, - "RAG_FULL_CONTEXT": request.app.state.config.RAG_FULL_CONTEXT, + 'RAG_TEMPLATE': request.app.state.config.RAG_TEMPLATE, + 'TOP_K': request.app.state.config.TOP_K, + 'BYPASS_EMBEDDING_AND_RETRIEVAL': request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL, + 'RAG_FULL_CONTEXT': request.app.state.config.RAG_FULL_CONTEXT, # Hybrid search settings - "ENABLE_RAG_HYBRID_SEARCH": request.app.state.config.ENABLE_RAG_HYBRID_SEARCH, - "ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS": request.app.state.config.ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS, - "TOP_K_RERANKER": request.app.state.config.TOP_K_RERANKER, - "RELEVANCE_THRESHOLD": request.app.state.config.RELEVANCE_THRESHOLD, - "HYBRID_BM25_WEIGHT": request.app.state.config.HYBRID_BM25_WEIGHT, + 'ENABLE_RAG_HYBRID_SEARCH': request.app.state.config.ENABLE_RAG_HYBRID_SEARCH, + 'ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS': request.app.state.config.ENABLE_RAG_HYBRID_SEARCH_ENRICHED_TEXTS, + 'TOP_K_RERANKER': request.app.state.config.TOP_K_RERANKER, + 'RELEVANCE_THRESHOLD': request.app.state.config.RELEVANCE_THRESHOLD, + 'HYBRID_BM25_WEIGHT': request.app.state.config.HYBRID_BM25_WEIGHT, # Content extraction settings - "CONTENT_EXTRACTION_ENGINE": request.app.state.config.CONTENT_EXTRACTION_ENGINE, - "PDF_EXTRACT_IMAGES": request.app.state.config.PDF_EXTRACT_IMAGES, - "PDF_LOADER_MODE": request.app.state.config.PDF_LOADER_MODE, - "DATALAB_MARKER_API_KEY": request.app.state.config.DATALAB_MARKER_API_KEY, - "DATALAB_MARKER_API_BASE_URL": request.app.state.config.DATALAB_MARKER_API_BASE_URL, - "DATALAB_MARKER_ADDITIONAL_CONFIG": request.app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG, - "DATALAB_MARKER_SKIP_CACHE": request.app.state.config.DATALAB_MARKER_SKIP_CACHE, - "DATALAB_MARKER_FORCE_OCR": request.app.state.config.DATALAB_MARKER_FORCE_OCR, - "DATALAB_MARKER_PAGINATE": request.app.state.config.DATALAB_MARKER_PAGINATE, - "DATALAB_MARKER_STRIP_EXISTING_OCR": request.app.state.config.DATALAB_MARKER_STRIP_EXISTING_OCR, - "DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION": request.app.state.config.DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION, - "DATALAB_MARKER_FORMAT_LINES": request.app.state.config.DATALAB_MARKER_FORMAT_LINES, - "DATALAB_MARKER_USE_LLM": request.app.state.config.DATALAB_MARKER_USE_LLM, - "DATALAB_MARKER_OUTPUT_FORMAT": request.app.state.config.DATALAB_MARKER_OUTPUT_FORMAT, - "EXTERNAL_DOCUMENT_LOADER_URL": request.app.state.config.EXTERNAL_DOCUMENT_LOADER_URL, - "EXTERNAL_DOCUMENT_LOADER_API_KEY": request.app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY, - "TIKA_SERVER_URL": request.app.state.config.TIKA_SERVER_URL, - "DOCLING_SERVER_URL": request.app.state.config.DOCLING_SERVER_URL, - "DOCLING_API_KEY": request.app.state.config.DOCLING_API_KEY, - "DOCLING_PARAMS": request.app.state.config.DOCLING_PARAMS, - "DOCUMENT_INTELLIGENCE_ENDPOINT": request.app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT, - "DOCUMENT_INTELLIGENCE_KEY": request.app.state.config.DOCUMENT_INTELLIGENCE_KEY, - "DOCUMENT_INTELLIGENCE_MODEL": request.app.state.config.DOCUMENT_INTELLIGENCE_MODEL, - "MISTRAL_OCR_API_BASE_URL": request.app.state.config.MISTRAL_OCR_API_BASE_URL, - "MISTRAL_OCR_API_KEY": request.app.state.config.MISTRAL_OCR_API_KEY, + 'CONTENT_EXTRACTION_ENGINE': request.app.state.config.CONTENT_EXTRACTION_ENGINE, + 'PDF_EXTRACT_IMAGES': request.app.state.config.PDF_EXTRACT_IMAGES, + 'PDF_LOADER_MODE': request.app.state.config.PDF_LOADER_MODE, + 'DATALAB_MARKER_API_KEY': request.app.state.config.DATALAB_MARKER_API_KEY, + 'DATALAB_MARKER_API_BASE_URL': request.app.state.config.DATALAB_MARKER_API_BASE_URL, + 'DATALAB_MARKER_ADDITIONAL_CONFIG': request.app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG, + 'DATALAB_MARKER_SKIP_CACHE': request.app.state.config.DATALAB_MARKER_SKIP_CACHE, + 'DATALAB_MARKER_FORCE_OCR': request.app.state.config.DATALAB_MARKER_FORCE_OCR, + 'DATALAB_MARKER_PAGINATE': request.app.state.config.DATALAB_MARKER_PAGINATE, + 'DATALAB_MARKER_STRIP_EXISTING_OCR': request.app.state.config.DATALAB_MARKER_STRIP_EXISTING_OCR, + 'DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION': request.app.state.config.DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION, + 'DATALAB_MARKER_FORMAT_LINES': request.app.state.config.DATALAB_MARKER_FORMAT_LINES, + 'DATALAB_MARKER_USE_LLM': request.app.state.config.DATALAB_MARKER_USE_LLM, + 'DATALAB_MARKER_OUTPUT_FORMAT': request.app.state.config.DATALAB_MARKER_OUTPUT_FORMAT, + 'EXTERNAL_DOCUMENT_LOADER_URL': request.app.state.config.EXTERNAL_DOCUMENT_LOADER_URL, + 'EXTERNAL_DOCUMENT_LOADER_API_KEY': request.app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY, + 'TIKA_SERVER_URL': request.app.state.config.TIKA_SERVER_URL, + 'DOCLING_SERVER_URL': request.app.state.config.DOCLING_SERVER_URL, + 'DOCLING_API_KEY': request.app.state.config.DOCLING_API_KEY, + 'DOCLING_PARAMS': request.app.state.config.DOCLING_PARAMS, + 'DOCUMENT_INTELLIGENCE_ENDPOINT': request.app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT, + 'DOCUMENT_INTELLIGENCE_KEY': request.app.state.config.DOCUMENT_INTELLIGENCE_KEY, + 'DOCUMENT_INTELLIGENCE_MODEL': request.app.state.config.DOCUMENT_INTELLIGENCE_MODEL, + 'MISTRAL_OCR_API_BASE_URL': request.app.state.config.MISTRAL_OCR_API_BASE_URL, + 'MISTRAL_OCR_API_KEY': request.app.state.config.MISTRAL_OCR_API_KEY, # MinerU settings - "MINERU_API_MODE": request.app.state.config.MINERU_API_MODE, - "MINERU_API_URL": request.app.state.config.MINERU_API_URL, - "MINERU_API_KEY": request.app.state.config.MINERU_API_KEY, - "MINERU_API_TIMEOUT": request.app.state.config.MINERU_API_TIMEOUT, - "MINERU_PARAMS": request.app.state.config.MINERU_PARAMS, + 'MINERU_API_MODE': request.app.state.config.MINERU_API_MODE, + 'MINERU_API_URL': request.app.state.config.MINERU_API_URL, + 'MINERU_API_KEY': request.app.state.config.MINERU_API_KEY, + 'MINERU_API_TIMEOUT': request.app.state.config.MINERU_API_TIMEOUT, + 'MINERU_PARAMS': request.app.state.config.MINERU_PARAMS, # Reranking settings - "RAG_RERANKING_MODEL": request.app.state.config.RAG_RERANKING_MODEL, - "RAG_RERANKING_ENGINE": request.app.state.config.RAG_RERANKING_ENGINE, - "RAG_EXTERNAL_RERANKER_URL": request.app.state.config.RAG_EXTERNAL_RERANKER_URL, - "RAG_EXTERNAL_RERANKER_API_KEY": request.app.state.config.RAG_EXTERNAL_RERANKER_API_KEY, - "RAG_EXTERNAL_RERANKER_TIMEOUT": request.app.state.config.RAG_EXTERNAL_RERANKER_TIMEOUT, + 'RAG_RERANKING_MODEL': request.app.state.config.RAG_RERANKING_MODEL, + 'RAG_RERANKING_ENGINE': request.app.state.config.RAG_RERANKING_ENGINE, + 'RAG_EXTERNAL_RERANKER_URL': request.app.state.config.RAG_EXTERNAL_RERANKER_URL, + 'RAG_EXTERNAL_RERANKER_API_KEY': request.app.state.config.RAG_EXTERNAL_RERANKER_API_KEY, + 'RAG_EXTERNAL_RERANKER_TIMEOUT': request.app.state.config.RAG_EXTERNAL_RERANKER_TIMEOUT, # Chunking settings - "TEXT_SPLITTER": request.app.state.config.TEXT_SPLITTER, - "ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER": request.app.state.config.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER, - "CHUNK_SIZE": request.app.state.config.CHUNK_SIZE, - "CHUNK_MIN_SIZE_TARGET": request.app.state.config.CHUNK_MIN_SIZE_TARGET, - "CHUNK_OVERLAP": request.app.state.config.CHUNK_OVERLAP, + 'TEXT_SPLITTER': request.app.state.config.TEXT_SPLITTER, + 'ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER': request.app.state.config.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER, + 'CHUNK_SIZE': request.app.state.config.CHUNK_SIZE, + 'CHUNK_MIN_SIZE_TARGET': request.app.state.config.CHUNK_MIN_SIZE_TARGET, + 'CHUNK_OVERLAP': request.app.state.config.CHUNK_OVERLAP, # File upload settings - "FILE_MAX_SIZE": request.app.state.config.FILE_MAX_SIZE, - "FILE_MAX_COUNT": request.app.state.config.FILE_MAX_COUNT, - "FILE_IMAGE_COMPRESSION_WIDTH": request.app.state.config.FILE_IMAGE_COMPRESSION_WIDTH, - "FILE_IMAGE_COMPRESSION_HEIGHT": request.app.state.config.FILE_IMAGE_COMPRESSION_HEIGHT, - "ALLOWED_FILE_EXTENSIONS": request.app.state.config.ALLOWED_FILE_EXTENSIONS, + 'FILE_MAX_SIZE': request.app.state.config.FILE_MAX_SIZE, + 'FILE_MAX_COUNT': request.app.state.config.FILE_MAX_COUNT, + 'FILE_IMAGE_COMPRESSION_WIDTH': request.app.state.config.FILE_IMAGE_COMPRESSION_WIDTH, + 'FILE_IMAGE_COMPRESSION_HEIGHT': request.app.state.config.FILE_IMAGE_COMPRESSION_HEIGHT, + 'ALLOWED_FILE_EXTENSIONS': request.app.state.config.ALLOWED_FILE_EXTENSIONS, # Integration settings - "ENABLE_GOOGLE_DRIVE_INTEGRATION": request.app.state.config.ENABLE_GOOGLE_DRIVE_INTEGRATION, - "ENABLE_ONEDRIVE_INTEGRATION": request.app.state.config.ENABLE_ONEDRIVE_INTEGRATION, + 'ENABLE_GOOGLE_DRIVE_INTEGRATION': request.app.state.config.ENABLE_GOOGLE_DRIVE_INTEGRATION, + 'ENABLE_ONEDRIVE_INTEGRATION': request.app.state.config.ENABLE_ONEDRIVE_INTEGRATION, # Web search settings - "web": { - "ENABLE_WEB_SEARCH": request.app.state.config.ENABLE_WEB_SEARCH, - "WEB_SEARCH_ENGINE": request.app.state.config.WEB_SEARCH_ENGINE, - "WEB_SEARCH_TRUST_ENV": request.app.state.config.WEB_SEARCH_TRUST_ENV, - "WEB_SEARCH_RESULT_COUNT": request.app.state.config.WEB_SEARCH_RESULT_COUNT, - "WEB_SEARCH_CONCURRENT_REQUESTS": request.app.state.config.WEB_SEARCH_CONCURRENT_REQUESTS, - "WEB_LOADER_CONCURRENT_REQUESTS": request.app.state.config.WEB_LOADER_CONCURRENT_REQUESTS, - "WEB_SEARCH_DOMAIN_FILTER_LIST": request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, - "BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL": request.app.state.config.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL, - "BYPASS_WEB_SEARCH_WEB_LOADER": request.app.state.config.BYPASS_WEB_SEARCH_WEB_LOADER, - "OLLAMA_CLOUD_WEB_SEARCH_API_KEY": request.app.state.config.OLLAMA_CLOUD_WEB_SEARCH_API_KEY, - "SEARXNG_QUERY_URL": request.app.state.config.SEARXNG_QUERY_URL, - "SEARXNG_LANGUAGE": request.app.state.config.SEARXNG_LANGUAGE, - "YACY_QUERY_URL": request.app.state.config.YACY_QUERY_URL, - "YACY_USERNAME": request.app.state.config.YACY_USERNAME, - "YACY_PASSWORD": request.app.state.config.YACY_PASSWORD, - "GOOGLE_PSE_API_KEY": request.app.state.config.GOOGLE_PSE_API_KEY, - "GOOGLE_PSE_ENGINE_ID": request.app.state.config.GOOGLE_PSE_ENGINE_ID, - "BRAVE_SEARCH_API_KEY": request.app.state.config.BRAVE_SEARCH_API_KEY, - "KAGI_SEARCH_API_KEY": request.app.state.config.KAGI_SEARCH_API_KEY, - "MOJEEK_SEARCH_API_KEY": request.app.state.config.MOJEEK_SEARCH_API_KEY, - "BOCHA_SEARCH_API_KEY": request.app.state.config.BOCHA_SEARCH_API_KEY, - "SERPSTACK_API_KEY": request.app.state.config.SERPSTACK_API_KEY, - "SERPSTACK_HTTPS": request.app.state.config.SERPSTACK_HTTPS, - "SERPER_API_KEY": request.app.state.config.SERPER_API_KEY, - "SERPLY_API_KEY": request.app.state.config.SERPLY_API_KEY, - "DDGS_BACKEND": request.app.state.config.DDGS_BACKEND, - "TAVILY_API_KEY": request.app.state.config.TAVILY_API_KEY, - "SEARCHAPI_API_KEY": request.app.state.config.SEARCHAPI_API_KEY, - "SEARCHAPI_ENGINE": request.app.state.config.SEARCHAPI_ENGINE, - "SERPAPI_API_KEY": request.app.state.config.SERPAPI_API_KEY, - "SERPAPI_ENGINE": request.app.state.config.SERPAPI_ENGINE, - "JINA_API_KEY": request.app.state.config.JINA_API_KEY, - "JINA_API_BASE_URL": request.app.state.config.JINA_API_BASE_URL, - "BING_SEARCH_V7_ENDPOINT": request.app.state.config.BING_SEARCH_V7_ENDPOINT, - "BING_SEARCH_V7_SUBSCRIPTION_KEY": request.app.state.config.BING_SEARCH_V7_SUBSCRIPTION_KEY, - "EXA_API_KEY": request.app.state.config.EXA_API_KEY, - "PERPLEXITY_API_KEY": request.app.state.config.PERPLEXITY_API_KEY, - "PERPLEXITY_MODEL": request.app.state.config.PERPLEXITY_MODEL, - "PERPLEXITY_SEARCH_CONTEXT_USAGE": request.app.state.config.PERPLEXITY_SEARCH_CONTEXT_USAGE, - "PERPLEXITY_SEARCH_API_URL": request.app.state.config.PERPLEXITY_SEARCH_API_URL, - "SOUGOU_API_SID": request.app.state.config.SOUGOU_API_SID, - "SOUGOU_API_SK": request.app.state.config.SOUGOU_API_SK, - "WEB_LOADER_ENGINE": request.app.state.config.WEB_LOADER_ENGINE, - "WEB_LOADER_TIMEOUT": request.app.state.config.WEB_LOADER_TIMEOUT, - "ENABLE_WEB_LOADER_SSL_VERIFICATION": request.app.state.config.ENABLE_WEB_LOADER_SSL_VERIFICATION, - "PLAYWRIGHT_WS_URL": request.app.state.config.PLAYWRIGHT_WS_URL, - "PLAYWRIGHT_TIMEOUT": request.app.state.config.PLAYWRIGHT_TIMEOUT, - "FIRECRAWL_API_KEY": request.app.state.config.FIRECRAWL_API_KEY, - "FIRECRAWL_API_BASE_URL": request.app.state.config.FIRECRAWL_API_BASE_URL, - "FIRECRAWL_TIMEOUT": request.app.state.config.FIRECRAWL_TIMEOUT, - "TAVILY_EXTRACT_DEPTH": request.app.state.config.TAVILY_EXTRACT_DEPTH, - "EXTERNAL_WEB_SEARCH_URL": request.app.state.config.EXTERNAL_WEB_SEARCH_URL, - "EXTERNAL_WEB_SEARCH_API_KEY": request.app.state.config.EXTERNAL_WEB_SEARCH_API_KEY, - "EXTERNAL_WEB_LOADER_URL": request.app.state.config.EXTERNAL_WEB_LOADER_URL, - "EXTERNAL_WEB_LOADER_API_KEY": request.app.state.config.EXTERNAL_WEB_LOADER_API_KEY, - "YOUTUBE_LOADER_LANGUAGE": request.app.state.config.YOUTUBE_LOADER_LANGUAGE, - "YOUTUBE_LOADER_PROXY_URL": request.app.state.config.YOUTUBE_LOADER_PROXY_URL, - "YOUTUBE_LOADER_TRANSLATION": request.app.state.YOUTUBE_LOADER_TRANSLATION, - "YANDEX_WEB_SEARCH_URL": request.app.state.config.YANDEX_WEB_SEARCH_URL, - "YANDEX_WEB_SEARCH_API_KEY": request.app.state.config.YANDEX_WEB_SEARCH_API_KEY, - "YANDEX_WEB_SEARCH_CONFIG": request.app.state.config.YANDEX_WEB_SEARCH_CONFIG, - "YOUCOM_API_KEY": request.app.state.config.YOUCOM_API_KEY, + 'web': { + 'ENABLE_WEB_SEARCH': request.app.state.config.ENABLE_WEB_SEARCH, + 'WEB_SEARCH_ENGINE': request.app.state.config.WEB_SEARCH_ENGINE, + 'WEB_SEARCH_TRUST_ENV': request.app.state.config.WEB_SEARCH_TRUST_ENV, + 'WEB_SEARCH_RESULT_COUNT': request.app.state.config.WEB_SEARCH_RESULT_COUNT, + 'WEB_SEARCH_CONCURRENT_REQUESTS': request.app.state.config.WEB_SEARCH_CONCURRENT_REQUESTS, + 'WEB_FETCH_MAX_CONTENT_LENGTH': request.app.state.config.WEB_FETCH_MAX_CONTENT_LENGTH, + 'WEB_LOADER_CONCURRENT_REQUESTS': request.app.state.config.WEB_LOADER_CONCURRENT_REQUESTS, + 'WEB_SEARCH_DOMAIN_FILTER_LIST': request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, + 'BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL': request.app.state.config.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL, + 'BYPASS_WEB_SEARCH_WEB_LOADER': request.app.state.config.BYPASS_WEB_SEARCH_WEB_LOADER, + 'OLLAMA_CLOUD_WEB_SEARCH_API_KEY': request.app.state.config.OLLAMA_CLOUD_WEB_SEARCH_API_KEY, + 'SEARXNG_QUERY_URL': request.app.state.config.SEARXNG_QUERY_URL, + 'SEARXNG_LANGUAGE': request.app.state.config.SEARXNG_LANGUAGE, + 'YACY_QUERY_URL': request.app.state.config.YACY_QUERY_URL, + 'YACY_USERNAME': request.app.state.config.YACY_USERNAME, + 'YACY_PASSWORD': request.app.state.config.YACY_PASSWORD, + 'GOOGLE_PSE_API_KEY': request.app.state.config.GOOGLE_PSE_API_KEY, + 'GOOGLE_PSE_ENGINE_ID': request.app.state.config.GOOGLE_PSE_ENGINE_ID, + 'BRAVE_SEARCH_API_KEY': request.app.state.config.BRAVE_SEARCH_API_KEY, + 'KAGI_SEARCH_API_KEY': request.app.state.config.KAGI_SEARCH_API_KEY, + 'MOJEEK_SEARCH_API_KEY': request.app.state.config.MOJEEK_SEARCH_API_KEY, + 'BOCHA_SEARCH_API_KEY': request.app.state.config.BOCHA_SEARCH_API_KEY, + 'SERPSTACK_API_KEY': request.app.state.config.SERPSTACK_API_KEY, + 'SERPSTACK_HTTPS': request.app.state.config.SERPSTACK_HTTPS, + 'SERPER_API_KEY': request.app.state.config.SERPER_API_KEY, + 'SERPLY_API_KEY': request.app.state.config.SERPLY_API_KEY, + 'DDGS_BACKEND': request.app.state.config.DDGS_BACKEND, + 'TAVILY_API_KEY': request.app.state.config.TAVILY_API_KEY, + 'SEARCHAPI_API_KEY': request.app.state.config.SEARCHAPI_API_KEY, + 'SEARCHAPI_ENGINE': request.app.state.config.SEARCHAPI_ENGINE, + 'SERPAPI_API_KEY': request.app.state.config.SERPAPI_API_KEY, + 'SERPAPI_ENGINE': request.app.state.config.SERPAPI_ENGINE, + 'JINA_API_KEY': request.app.state.config.JINA_API_KEY, + 'JINA_API_BASE_URL': request.app.state.config.JINA_API_BASE_URL, + 'BING_SEARCH_V7_ENDPOINT': request.app.state.config.BING_SEARCH_V7_ENDPOINT, + 'BING_SEARCH_V7_SUBSCRIPTION_KEY': request.app.state.config.BING_SEARCH_V7_SUBSCRIPTION_KEY, + 'EXA_API_KEY': request.app.state.config.EXA_API_KEY, + 'PERPLEXITY_API_KEY': request.app.state.config.PERPLEXITY_API_KEY, + 'PERPLEXITY_MODEL': request.app.state.config.PERPLEXITY_MODEL, + 'PERPLEXITY_SEARCH_CONTEXT_USAGE': request.app.state.config.PERPLEXITY_SEARCH_CONTEXT_USAGE, + 'PERPLEXITY_SEARCH_API_URL': request.app.state.config.PERPLEXITY_SEARCH_API_URL, + 'SOUGOU_API_SID': request.app.state.config.SOUGOU_API_SID, + 'SOUGOU_API_SK': request.app.state.config.SOUGOU_API_SK, + 'WEB_LOADER_ENGINE': request.app.state.config.WEB_LOADER_ENGINE, + 'WEB_LOADER_TIMEOUT': request.app.state.config.WEB_LOADER_TIMEOUT, + 'ENABLE_WEB_LOADER_SSL_VERIFICATION': request.app.state.config.ENABLE_WEB_LOADER_SSL_VERIFICATION, + 'PLAYWRIGHT_WS_URL': request.app.state.config.PLAYWRIGHT_WS_URL, + 'PLAYWRIGHT_TIMEOUT': request.app.state.config.PLAYWRIGHT_TIMEOUT, + 'FIRECRAWL_API_KEY': request.app.state.config.FIRECRAWL_API_KEY, + 'FIRECRAWL_API_BASE_URL': request.app.state.config.FIRECRAWL_API_BASE_URL, + 'FIRECRAWL_TIMEOUT': request.app.state.config.FIRECRAWL_TIMEOUT, + 'TAVILY_EXTRACT_DEPTH': request.app.state.config.TAVILY_EXTRACT_DEPTH, + 'EXTERNAL_WEB_SEARCH_URL': request.app.state.config.EXTERNAL_WEB_SEARCH_URL, + 'EXTERNAL_WEB_SEARCH_API_KEY': request.app.state.config.EXTERNAL_WEB_SEARCH_API_KEY, + 'EXTERNAL_WEB_LOADER_URL': request.app.state.config.EXTERNAL_WEB_LOADER_URL, + 'EXTERNAL_WEB_LOADER_API_KEY': request.app.state.config.EXTERNAL_WEB_LOADER_API_KEY, + 'YOUTUBE_LOADER_LANGUAGE': request.app.state.config.YOUTUBE_LOADER_LANGUAGE, + 'YOUTUBE_LOADER_PROXY_URL': request.app.state.config.YOUTUBE_LOADER_PROXY_URL, + 'YOUTUBE_LOADER_TRANSLATION': request.app.state.YOUTUBE_LOADER_TRANSLATION, + 'YANDEX_WEB_SEARCH_URL': request.app.state.config.YANDEX_WEB_SEARCH_URL, + 'YANDEX_WEB_SEARCH_API_KEY': request.app.state.config.YANDEX_WEB_SEARCH_API_KEY, + 'YANDEX_WEB_SEARCH_CONFIG': request.app.state.config.YANDEX_WEB_SEARCH_CONFIG, + 'YOUCOM_API_KEY': request.app.state.config.YOUCOM_API_KEY, }, } @@ -604,8 +579,9 @@ class WebConfig(BaseModel): WEB_SEARCH_TRUST_ENV: Optional[bool] = None WEB_SEARCH_RESULT_COUNT: Optional[int] = None WEB_SEARCH_CONCURRENT_REQUESTS: Optional[int] = None - WEB_LOADER_CONCURRENT_REQUESTS: Optional[int] = None WEB_SEARCH_DOMAIN_FILTER_LIST: Optional[List[str]] = [] + WEB_FETCH_MAX_CONTENT_LENGTH: Optional[int] = None + WEB_LOADER_CONCURRENT_REQUESTS: Optional[int] = None BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL: Optional[bool] = None BYPASS_WEB_SEARCH_WEB_LOADER: Optional[bool] = None OLLAMA_CLOUD_WEB_SEARCH_API_KEY: Optional[str] = None @@ -743,21 +719,13 @@ class ConfigForm(BaseModel): web: Optional[WebConfig] = None -@router.post("/config/update") -async def update_rag_config( - request: Request, form_data: ConfigForm, user=Depends(get_admin_user) -): +@router.post('/config/update') +async def update_rag_config(request: Request, form_data: ConfigForm, user=Depends(get_admin_user)): # RAG settings request.app.state.config.RAG_TEMPLATE = ( - form_data.RAG_TEMPLATE - if form_data.RAG_TEMPLATE is not None - else request.app.state.config.RAG_TEMPLATE - ) - request.app.state.config.TOP_K = ( - form_data.TOP_K - if form_data.TOP_K is not None - else request.app.state.config.TOP_K + form_data.RAG_TEMPLATE if form_data.RAG_TEMPLATE is not None else request.app.state.config.RAG_TEMPLATE ) + request.app.state.config.TOP_K = form_data.TOP_K if form_data.TOP_K is not None else request.app.state.config.TOP_K request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL = ( form_data.BYPASS_EMBEDDING_AND_RETRIEVAL if form_data.BYPASS_EMBEDDING_AND_RETRIEVAL is not None @@ -782,9 +750,7 @@ async def update_rag_config( ) request.app.state.config.TOP_K_RERANKER = ( - form_data.TOP_K_RERANKER - if form_data.TOP_K_RERANKER is not None - else request.app.state.config.TOP_K_RERANKER + form_data.TOP_K_RERANKER if form_data.TOP_K_RERANKER is not None else request.app.state.config.TOP_K_RERANKER ) request.app.state.config.RELEVANCE_THRESHOLD = ( form_data.RELEVANCE_THRESHOLD @@ -809,9 +775,7 @@ async def update_rag_config( else request.app.state.config.PDF_EXTRACT_IMAGES ) request.app.state.config.PDF_LOADER_MODE = ( - form_data.PDF_LOADER_MODE - if form_data.PDF_LOADER_MODE is not None - else request.app.state.config.PDF_LOADER_MODE + form_data.PDF_LOADER_MODE if form_data.PDF_LOADER_MODE is not None else request.app.state.config.PDF_LOADER_MODE ) request.app.state.config.DATALAB_MARKER_API_KEY = ( form_data.DATALAB_MARKER_API_KEY @@ -879,9 +843,7 @@ async def update_rag_config( else request.app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY ) request.app.state.config.TIKA_SERVER_URL = ( - form_data.TIKA_SERVER_URL - if form_data.TIKA_SERVER_URL is not None - else request.app.state.config.TIKA_SERVER_URL + form_data.TIKA_SERVER_URL if form_data.TIKA_SERVER_URL is not None else request.app.state.config.TIKA_SERVER_URL ) request.app.state.config.DOCLING_SERVER_URL = ( form_data.DOCLING_SERVER_URL @@ -889,14 +851,10 @@ async def update_rag_config( else request.app.state.config.DOCLING_SERVER_URL ) request.app.state.config.DOCLING_API_KEY = ( - form_data.DOCLING_API_KEY - if form_data.DOCLING_API_KEY is not None - else request.app.state.config.DOCLING_API_KEY + form_data.DOCLING_API_KEY if form_data.DOCLING_API_KEY is not None else request.app.state.config.DOCLING_API_KEY ) request.app.state.config.DOCLING_PARAMS = ( - form_data.DOCLING_PARAMS - if form_data.DOCLING_PARAMS is not None - else request.app.state.config.DOCLING_PARAMS + form_data.DOCLING_PARAMS if form_data.DOCLING_PARAMS is not None else request.app.state.config.DOCLING_PARAMS ) request.app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT = ( form_data.DOCUMENT_INTELLIGENCE_ENDPOINT @@ -927,19 +885,13 @@ async def update_rag_config( # MinerU settings request.app.state.config.MINERU_API_MODE = ( - form_data.MINERU_API_MODE - if form_data.MINERU_API_MODE is not None - else request.app.state.config.MINERU_API_MODE + form_data.MINERU_API_MODE if form_data.MINERU_API_MODE is not None else request.app.state.config.MINERU_API_MODE ) request.app.state.config.MINERU_API_URL = ( - form_data.MINERU_API_URL - if form_data.MINERU_API_URL is not None - else request.app.state.config.MINERU_API_URL + form_data.MINERU_API_URL if form_data.MINERU_API_URL is not None else request.app.state.config.MINERU_API_URL ) request.app.state.config.MINERU_API_KEY = ( - form_data.MINERU_API_KEY - if form_data.MINERU_API_KEY is not None - else request.app.state.config.MINERU_API_KEY + form_data.MINERU_API_KEY if form_data.MINERU_API_KEY is not None else request.app.state.config.MINERU_API_KEY ) request.app.state.config.MINERU_API_TIMEOUT = ( form_data.MINERU_API_TIMEOUT @@ -947,20 +899,18 @@ async def update_rag_config( else request.app.state.config.MINERU_API_TIMEOUT ) request.app.state.config.MINERU_PARAMS = ( - form_data.MINERU_PARAMS - if form_data.MINERU_PARAMS is not None - else request.app.state.config.MINERU_PARAMS + form_data.MINERU_PARAMS if form_data.MINERU_PARAMS is not None else request.app.state.config.MINERU_PARAMS ) # Reranking settings - if request.app.state.config.RAG_RERANKING_ENGINE == "": + if request.app.state.config.RAG_RERANKING_ENGINE == '': # Unloading the internal reranker and clear VRAM memory request.app.state.rf = None request.app.state.RERANKING_FUNCTION = None import gc gc.collect() - if DEVICE_TYPE == "cuda": + if DEVICE_TYPE == 'cuda': import torch if torch.cuda.is_available(): @@ -990,7 +940,7 @@ async def update_rag_config( ) log.info( - f"Updating reranking model: {request.app.state.config.RAG_RERANKING_MODEL} to {form_data.RAG_RERANKING_MODEL}" + f'Updating reranking model: {request.app.state.config.RAG_RERANKING_MODEL} to {form_data.RAG_RERANKING_MODEL}' ) try: request.app.state.config.RAG_RERANKING_MODEL = ( @@ -1018,10 +968,10 @@ async def update_rag_config( request.app.state.rf, ) except Exception as e: - log.error(f"Error loading reranking model: {e}") + log.error(f'Error loading reranking model: {e}') request.app.state.config.ENABLE_RAG_HYBRID_SEARCH = False except Exception as e: - log.exception(f"Problem updating reranking model: {e}") + log.exception(f'Problem updating reranking model: {e}') raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, detail=ERROR_MESSAGES.DEFAULT(e), @@ -1029,9 +979,7 @@ async def update_rag_config( # Chunking settings request.app.state.config.TEXT_SPLITTER = ( - form_data.TEXT_SPLITTER - if form_data.TEXT_SPLITTER is not None - else request.app.state.config.TEXT_SPLITTER + form_data.TEXT_SPLITTER if form_data.TEXT_SPLITTER is not None else request.app.state.config.TEXT_SPLITTER ) request.app.state.config.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER = ( form_data.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER @@ -1039,9 +987,7 @@ async def update_rag_config( else request.app.state.config.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER ) request.app.state.config.CHUNK_SIZE = ( - form_data.CHUNK_SIZE - if form_data.CHUNK_SIZE is not None - else request.app.state.config.CHUNK_SIZE + form_data.CHUNK_SIZE if form_data.CHUNK_SIZE is not None else request.app.state.config.CHUNK_SIZE ) request.app.state.config.CHUNK_MIN_SIZE_TARGET = ( form_data.CHUNK_MIN_SIZE_TARGET @@ -1049,33 +995,23 @@ async def update_rag_config( else request.app.state.config.CHUNK_MIN_SIZE_TARGET ) request.app.state.config.CHUNK_OVERLAP = ( - form_data.CHUNK_OVERLAP - if form_data.CHUNK_OVERLAP is not None - else request.app.state.config.CHUNK_OVERLAP + form_data.CHUNK_OVERLAP if form_data.CHUNK_OVERLAP is not None else request.app.state.config.CHUNK_OVERLAP ) # File upload settings # Empty string means "clear to None" (unlimited/no compression), # None means "don't change", int means "set to this value" if form_data.FILE_MAX_SIZE is not None: - request.app.state.config.FILE_MAX_SIZE = ( - None if form_data.FILE_MAX_SIZE == "" else form_data.FILE_MAX_SIZE - ) + request.app.state.config.FILE_MAX_SIZE = None if form_data.FILE_MAX_SIZE == '' else form_data.FILE_MAX_SIZE if form_data.FILE_MAX_COUNT is not None: - request.app.state.config.FILE_MAX_COUNT = ( - None if form_data.FILE_MAX_COUNT == "" else form_data.FILE_MAX_COUNT - ) + request.app.state.config.FILE_MAX_COUNT = None if form_data.FILE_MAX_COUNT == '' else form_data.FILE_MAX_COUNT if form_data.FILE_IMAGE_COMPRESSION_WIDTH is not None: request.app.state.config.FILE_IMAGE_COMPRESSION_WIDTH = ( - None - if form_data.FILE_IMAGE_COMPRESSION_WIDTH == "" - else form_data.FILE_IMAGE_COMPRESSION_WIDTH + None if form_data.FILE_IMAGE_COMPRESSION_WIDTH == '' else form_data.FILE_IMAGE_COMPRESSION_WIDTH ) if form_data.FILE_IMAGE_COMPRESSION_HEIGHT is not None: request.app.state.config.FILE_IMAGE_COMPRESSION_HEIGHT = ( - None - if form_data.FILE_IMAGE_COMPRESSION_HEIGHT == "" - else form_data.FILE_IMAGE_COMPRESSION_HEIGHT + None if form_data.FILE_IMAGE_COMPRESSION_HEIGHT == '' else form_data.FILE_IMAGE_COMPRESSION_HEIGHT ) request.app.state.config.ALLOWED_FILE_EXTENSIONS = ( @@ -1100,49 +1036,28 @@ async def update_rag_config( # Web search settings request.app.state.config.ENABLE_WEB_SEARCH = form_data.web.ENABLE_WEB_SEARCH request.app.state.config.WEB_SEARCH_ENGINE = form_data.web.WEB_SEARCH_ENGINE - request.app.state.config.WEB_SEARCH_TRUST_ENV = ( - form_data.web.WEB_SEARCH_TRUST_ENV - ) - request.app.state.config.WEB_SEARCH_RESULT_COUNT = ( - form_data.web.WEB_SEARCH_RESULT_COUNT - ) - request.app.state.config.WEB_SEARCH_CONCURRENT_REQUESTS = ( - form_data.web.WEB_SEARCH_CONCURRENT_REQUESTS - ) - request.app.state.config.WEB_LOADER_CONCURRENT_REQUESTS = ( - form_data.web.WEB_LOADER_CONCURRENT_REQUESTS - ) - request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST = ( - form_data.web.WEB_SEARCH_DOMAIN_FILTER_LIST - ) + request.app.state.config.WEB_SEARCH_TRUST_ENV = form_data.web.WEB_SEARCH_TRUST_ENV + request.app.state.config.WEB_SEARCH_RESULT_COUNT = form_data.web.WEB_SEARCH_RESULT_COUNT + request.app.state.config.WEB_SEARCH_CONCURRENT_REQUESTS = form_data.web.WEB_SEARCH_CONCURRENT_REQUESTS + request.app.state.config.WEB_FETCH_MAX_CONTENT_LENGTH = form_data.web.WEB_FETCH_MAX_CONTENT_LENGTH + request.app.state.config.WEB_LOADER_CONCURRENT_REQUESTS = form_data.web.WEB_LOADER_CONCURRENT_REQUESTS + request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST = form_data.web.WEB_SEARCH_DOMAIN_FILTER_LIST request.app.state.config.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL = ( form_data.web.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL ) - request.app.state.config.BYPASS_WEB_SEARCH_WEB_LOADER = ( - form_data.web.BYPASS_WEB_SEARCH_WEB_LOADER - ) - request.app.state.config.OLLAMA_CLOUD_WEB_SEARCH_API_KEY = ( - form_data.web.OLLAMA_CLOUD_WEB_SEARCH_API_KEY - ) + request.app.state.config.BYPASS_WEB_SEARCH_WEB_LOADER = form_data.web.BYPASS_WEB_SEARCH_WEB_LOADER + request.app.state.config.OLLAMA_CLOUD_WEB_SEARCH_API_KEY = form_data.web.OLLAMA_CLOUD_WEB_SEARCH_API_KEY request.app.state.config.SEARXNG_QUERY_URL = form_data.web.SEARXNG_QUERY_URL request.app.state.config.SEARXNG_LANGUAGE = form_data.web.SEARXNG_LANGUAGE request.app.state.config.YACY_QUERY_URL = form_data.web.YACY_QUERY_URL request.app.state.config.YACY_USERNAME = form_data.web.YACY_USERNAME request.app.state.config.YACY_PASSWORD = form_data.web.YACY_PASSWORD request.app.state.config.GOOGLE_PSE_API_KEY = form_data.web.GOOGLE_PSE_API_KEY - request.app.state.config.GOOGLE_PSE_ENGINE_ID = ( - form_data.web.GOOGLE_PSE_ENGINE_ID - ) - request.app.state.config.BRAVE_SEARCH_API_KEY = ( - form_data.web.BRAVE_SEARCH_API_KEY - ) + request.app.state.config.GOOGLE_PSE_ENGINE_ID = form_data.web.GOOGLE_PSE_ENGINE_ID + request.app.state.config.BRAVE_SEARCH_API_KEY = form_data.web.BRAVE_SEARCH_API_KEY request.app.state.config.KAGI_SEARCH_API_KEY = form_data.web.KAGI_SEARCH_API_KEY - request.app.state.config.MOJEEK_SEARCH_API_KEY = ( - form_data.web.MOJEEK_SEARCH_API_KEY - ) - request.app.state.config.BOCHA_SEARCH_API_KEY = ( - form_data.web.BOCHA_SEARCH_API_KEY - ) + request.app.state.config.MOJEEK_SEARCH_API_KEY = form_data.web.MOJEEK_SEARCH_API_KEY + request.app.state.config.BOCHA_SEARCH_API_KEY = form_data.web.BOCHA_SEARCH_API_KEY request.app.state.config.SERPSTACK_API_KEY = form_data.web.SERPSTACK_API_KEY request.app.state.config.SERPSTACK_HTTPS = form_data.web.SERPSTACK_HTTPS request.app.state.config.SERPER_API_KEY = form_data.web.SERPER_API_KEY @@ -1155,21 +1070,13 @@ async def update_rag_config( request.app.state.config.SERPAPI_ENGINE = form_data.web.SERPAPI_ENGINE request.app.state.config.JINA_API_KEY = form_data.web.JINA_API_KEY request.app.state.config.JINA_API_BASE_URL = form_data.web.JINA_API_BASE_URL - request.app.state.config.BING_SEARCH_V7_ENDPOINT = ( - form_data.web.BING_SEARCH_V7_ENDPOINT - ) - request.app.state.config.BING_SEARCH_V7_SUBSCRIPTION_KEY = ( - form_data.web.BING_SEARCH_V7_SUBSCRIPTION_KEY - ) + request.app.state.config.BING_SEARCH_V7_ENDPOINT = form_data.web.BING_SEARCH_V7_ENDPOINT + request.app.state.config.BING_SEARCH_V7_SUBSCRIPTION_KEY = form_data.web.BING_SEARCH_V7_SUBSCRIPTION_KEY request.app.state.config.EXA_API_KEY = form_data.web.EXA_API_KEY request.app.state.config.PERPLEXITY_API_KEY = form_data.web.PERPLEXITY_API_KEY request.app.state.config.PERPLEXITY_MODEL = form_data.web.PERPLEXITY_MODEL - request.app.state.config.PERPLEXITY_SEARCH_CONTEXT_USAGE = ( - form_data.web.PERPLEXITY_SEARCH_CONTEXT_USAGE - ) - request.app.state.config.PERPLEXITY_SEARCH_API_URL = ( - form_data.web.PERPLEXITY_SEARCH_API_URL - ) + request.app.state.config.PERPLEXITY_SEARCH_CONTEXT_USAGE = form_data.web.PERPLEXITY_SEARCH_CONTEXT_USAGE + request.app.state.config.PERPLEXITY_SEARCH_API_URL = form_data.web.PERPLEXITY_SEARCH_API_URL request.app.state.config.SOUGOU_API_SID = form_data.web.SOUGOU_API_SID request.app.state.config.SOUGOU_API_SK = form_data.web.SOUGOU_API_SK @@ -1177,178 +1084,153 @@ async def update_rag_config( request.app.state.config.WEB_LOADER_ENGINE = form_data.web.WEB_LOADER_ENGINE request.app.state.config.WEB_LOADER_TIMEOUT = form_data.web.WEB_LOADER_TIMEOUT - request.app.state.config.ENABLE_WEB_LOADER_SSL_VERIFICATION = ( - form_data.web.ENABLE_WEB_LOADER_SSL_VERIFICATION - ) + request.app.state.config.ENABLE_WEB_LOADER_SSL_VERIFICATION = form_data.web.ENABLE_WEB_LOADER_SSL_VERIFICATION request.app.state.config.PLAYWRIGHT_WS_URL = form_data.web.PLAYWRIGHT_WS_URL request.app.state.config.PLAYWRIGHT_TIMEOUT = form_data.web.PLAYWRIGHT_TIMEOUT request.app.state.config.FIRECRAWL_API_KEY = form_data.web.FIRECRAWL_API_KEY - request.app.state.config.FIRECRAWL_API_BASE_URL = ( - form_data.web.FIRECRAWL_API_BASE_URL - ) + request.app.state.config.FIRECRAWL_API_BASE_URL = form_data.web.FIRECRAWL_API_BASE_URL request.app.state.config.FIRECRAWL_TIMEOUT = form_data.web.FIRECRAWL_TIMEOUT - request.app.state.config.EXTERNAL_WEB_SEARCH_URL = ( - form_data.web.EXTERNAL_WEB_SEARCH_URL - ) - request.app.state.config.EXTERNAL_WEB_SEARCH_API_KEY = ( - form_data.web.EXTERNAL_WEB_SEARCH_API_KEY - ) - request.app.state.config.EXTERNAL_WEB_LOADER_URL = ( - form_data.web.EXTERNAL_WEB_LOADER_URL - ) - request.app.state.config.EXTERNAL_WEB_LOADER_API_KEY = ( - form_data.web.EXTERNAL_WEB_LOADER_API_KEY - ) - request.app.state.config.TAVILY_EXTRACT_DEPTH = ( - form_data.web.TAVILY_EXTRACT_DEPTH - ) - request.app.state.config.YOUTUBE_LOADER_LANGUAGE = ( - form_data.web.YOUTUBE_LOADER_LANGUAGE - ) - request.app.state.config.YOUTUBE_LOADER_PROXY_URL = ( - form_data.web.YOUTUBE_LOADER_PROXY_URL - ) - request.app.state.YOUTUBE_LOADER_TRANSLATION = ( - form_data.web.YOUTUBE_LOADER_TRANSLATION - ) - request.app.state.config.YANDEX_WEB_SEARCH_URL = ( - form_data.web.YANDEX_WEB_SEARCH_URL - ) - request.app.state.config.YANDEX_WEB_SEARCH_API_KEY = ( - form_data.web.YANDEX_WEB_SEARCH_API_KEY - ) - request.app.state.config.YANDEX_WEB_SEARCH_CONFIG = ( - form_data.web.YANDEX_WEB_SEARCH_CONFIG - ) + request.app.state.config.EXTERNAL_WEB_SEARCH_URL = form_data.web.EXTERNAL_WEB_SEARCH_URL + request.app.state.config.EXTERNAL_WEB_SEARCH_API_KEY = form_data.web.EXTERNAL_WEB_SEARCH_API_KEY + request.app.state.config.EXTERNAL_WEB_LOADER_URL = form_data.web.EXTERNAL_WEB_LOADER_URL + request.app.state.config.EXTERNAL_WEB_LOADER_API_KEY = form_data.web.EXTERNAL_WEB_LOADER_API_KEY + request.app.state.config.TAVILY_EXTRACT_DEPTH = form_data.web.TAVILY_EXTRACT_DEPTH + request.app.state.config.YOUTUBE_LOADER_LANGUAGE = form_data.web.YOUTUBE_LOADER_LANGUAGE + request.app.state.config.YOUTUBE_LOADER_PROXY_URL = form_data.web.YOUTUBE_LOADER_PROXY_URL + request.app.state.YOUTUBE_LOADER_TRANSLATION = form_data.web.YOUTUBE_LOADER_TRANSLATION + request.app.state.config.YANDEX_WEB_SEARCH_URL = form_data.web.YANDEX_WEB_SEARCH_URL + request.app.state.config.YANDEX_WEB_SEARCH_API_KEY = form_data.web.YANDEX_WEB_SEARCH_API_KEY + request.app.state.config.YANDEX_WEB_SEARCH_CONFIG = form_data.web.YANDEX_WEB_SEARCH_CONFIG request.app.state.config.YOUCOM_API_KEY = form_data.web.YOUCOM_API_KEY return { - "status": True, + 'status': True, # RAG settings - "RAG_TEMPLATE": request.app.state.config.RAG_TEMPLATE, - "TOP_K": request.app.state.config.TOP_K, - "BYPASS_EMBEDDING_AND_RETRIEVAL": request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL, - "RAG_FULL_CONTEXT": request.app.state.config.RAG_FULL_CONTEXT, + 'RAG_TEMPLATE': request.app.state.config.RAG_TEMPLATE, + 'TOP_K': request.app.state.config.TOP_K, + 'BYPASS_EMBEDDING_AND_RETRIEVAL': request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL, + 'RAG_FULL_CONTEXT': request.app.state.config.RAG_FULL_CONTEXT, # Hybrid search settings - "ENABLE_RAG_HYBRID_SEARCH": request.app.state.config.ENABLE_RAG_HYBRID_SEARCH, - "TOP_K_RERANKER": request.app.state.config.TOP_K_RERANKER, - "RELEVANCE_THRESHOLD": request.app.state.config.RELEVANCE_THRESHOLD, - "HYBRID_BM25_WEIGHT": request.app.state.config.HYBRID_BM25_WEIGHT, + 'ENABLE_RAG_HYBRID_SEARCH': request.app.state.config.ENABLE_RAG_HYBRID_SEARCH, + 'TOP_K_RERANKER': request.app.state.config.TOP_K_RERANKER, + 'RELEVANCE_THRESHOLD': request.app.state.config.RELEVANCE_THRESHOLD, + 'HYBRID_BM25_WEIGHT': request.app.state.config.HYBRID_BM25_WEIGHT, # Content extraction settings - "CONTENT_EXTRACTION_ENGINE": request.app.state.config.CONTENT_EXTRACTION_ENGINE, - "PDF_EXTRACT_IMAGES": request.app.state.config.PDF_EXTRACT_IMAGES, - "PDF_LOADER_MODE": request.app.state.config.PDF_LOADER_MODE, - "DATALAB_MARKER_API_KEY": request.app.state.config.DATALAB_MARKER_API_KEY, - "DATALAB_MARKER_API_BASE_URL": request.app.state.config.DATALAB_MARKER_API_BASE_URL, - "DATALAB_MARKER_ADDITIONAL_CONFIG": request.app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG, - "DATALAB_MARKER_SKIP_CACHE": request.app.state.config.DATALAB_MARKER_SKIP_CACHE, - "DATALAB_MARKER_FORCE_OCR": request.app.state.config.DATALAB_MARKER_FORCE_OCR, - "DATALAB_MARKER_PAGINATE": request.app.state.config.DATALAB_MARKER_PAGINATE, - "DATALAB_MARKER_STRIP_EXISTING_OCR": request.app.state.config.DATALAB_MARKER_STRIP_EXISTING_OCR, - "DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION": request.app.state.config.DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION, - "DATALAB_MARKER_USE_LLM": request.app.state.config.DATALAB_MARKER_USE_LLM, - "DATALAB_MARKER_OUTPUT_FORMAT": request.app.state.config.DATALAB_MARKER_OUTPUT_FORMAT, - "EXTERNAL_DOCUMENT_LOADER_URL": request.app.state.config.EXTERNAL_DOCUMENT_LOADER_URL, - "EXTERNAL_DOCUMENT_LOADER_API_KEY": request.app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY, - "TIKA_SERVER_URL": request.app.state.config.TIKA_SERVER_URL, - "DOCLING_SERVER_URL": request.app.state.config.DOCLING_SERVER_URL, - "DOCLING_API_KEY": request.app.state.config.DOCLING_API_KEY, - "DOCLING_PARAMS": request.app.state.config.DOCLING_PARAMS, - "DOCUMENT_INTELLIGENCE_ENDPOINT": request.app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT, - "DOCUMENT_INTELLIGENCE_KEY": request.app.state.config.DOCUMENT_INTELLIGENCE_KEY, - "DOCUMENT_INTELLIGENCE_MODEL": request.app.state.config.DOCUMENT_INTELLIGENCE_MODEL, - "MISTRAL_OCR_API_BASE_URL": request.app.state.config.MISTRAL_OCR_API_BASE_URL, - "MISTRAL_OCR_API_KEY": request.app.state.config.MISTRAL_OCR_API_KEY, + 'CONTENT_EXTRACTION_ENGINE': request.app.state.config.CONTENT_EXTRACTION_ENGINE, + 'PDF_EXTRACT_IMAGES': request.app.state.config.PDF_EXTRACT_IMAGES, + 'PDF_LOADER_MODE': request.app.state.config.PDF_LOADER_MODE, + 'DATALAB_MARKER_API_KEY': request.app.state.config.DATALAB_MARKER_API_KEY, + 'DATALAB_MARKER_API_BASE_URL': request.app.state.config.DATALAB_MARKER_API_BASE_URL, + 'DATALAB_MARKER_ADDITIONAL_CONFIG': request.app.state.config.DATALAB_MARKER_ADDITIONAL_CONFIG, + 'DATALAB_MARKER_SKIP_CACHE': request.app.state.config.DATALAB_MARKER_SKIP_CACHE, + 'DATALAB_MARKER_FORCE_OCR': request.app.state.config.DATALAB_MARKER_FORCE_OCR, + 'DATALAB_MARKER_PAGINATE': request.app.state.config.DATALAB_MARKER_PAGINATE, + 'DATALAB_MARKER_STRIP_EXISTING_OCR': request.app.state.config.DATALAB_MARKER_STRIP_EXISTING_OCR, + 'DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION': request.app.state.config.DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION, + 'DATALAB_MARKER_USE_LLM': request.app.state.config.DATALAB_MARKER_USE_LLM, + 'DATALAB_MARKER_OUTPUT_FORMAT': request.app.state.config.DATALAB_MARKER_OUTPUT_FORMAT, + 'EXTERNAL_DOCUMENT_LOADER_URL': request.app.state.config.EXTERNAL_DOCUMENT_LOADER_URL, + 'EXTERNAL_DOCUMENT_LOADER_API_KEY': request.app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY, + 'TIKA_SERVER_URL': request.app.state.config.TIKA_SERVER_URL, + 'DOCLING_SERVER_URL': request.app.state.config.DOCLING_SERVER_URL, + 'DOCLING_API_KEY': request.app.state.config.DOCLING_API_KEY, + 'DOCLING_PARAMS': request.app.state.config.DOCLING_PARAMS, + 'DOCUMENT_INTELLIGENCE_ENDPOINT': request.app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT, + 'DOCUMENT_INTELLIGENCE_KEY': request.app.state.config.DOCUMENT_INTELLIGENCE_KEY, + 'DOCUMENT_INTELLIGENCE_MODEL': request.app.state.config.DOCUMENT_INTELLIGENCE_MODEL, + 'MISTRAL_OCR_API_BASE_URL': request.app.state.config.MISTRAL_OCR_API_BASE_URL, + 'MISTRAL_OCR_API_KEY': request.app.state.config.MISTRAL_OCR_API_KEY, # MinerU settings - "MINERU_API_MODE": request.app.state.config.MINERU_API_MODE, - "MINERU_API_URL": request.app.state.config.MINERU_API_URL, - "MINERU_API_KEY": request.app.state.config.MINERU_API_KEY, - "MINERU_API_TIMEOUT": request.app.state.config.MINERU_API_TIMEOUT, - "MINERU_PARAMS": request.app.state.config.MINERU_PARAMS, + 'MINERU_API_MODE': request.app.state.config.MINERU_API_MODE, + 'MINERU_API_URL': request.app.state.config.MINERU_API_URL, + 'MINERU_API_KEY': request.app.state.config.MINERU_API_KEY, + 'MINERU_API_TIMEOUT': request.app.state.config.MINERU_API_TIMEOUT, + 'MINERU_PARAMS': request.app.state.config.MINERU_PARAMS, # Reranking settings - "RAG_RERANKING_MODEL": request.app.state.config.RAG_RERANKING_MODEL, - "RAG_RERANKING_ENGINE": request.app.state.config.RAG_RERANKING_ENGINE, - "RAG_EXTERNAL_RERANKER_URL": request.app.state.config.RAG_EXTERNAL_RERANKER_URL, - "RAG_EXTERNAL_RERANKER_API_KEY": request.app.state.config.RAG_EXTERNAL_RERANKER_API_KEY, - "RAG_EXTERNAL_RERANKER_TIMEOUT": request.app.state.config.RAG_EXTERNAL_RERANKER_TIMEOUT, + 'RAG_RERANKING_MODEL': request.app.state.config.RAG_RERANKING_MODEL, + 'RAG_RERANKING_ENGINE': request.app.state.config.RAG_RERANKING_ENGINE, + 'RAG_EXTERNAL_RERANKER_URL': request.app.state.config.RAG_EXTERNAL_RERANKER_URL, + 'RAG_EXTERNAL_RERANKER_API_KEY': request.app.state.config.RAG_EXTERNAL_RERANKER_API_KEY, + 'RAG_EXTERNAL_RERANKER_TIMEOUT': request.app.state.config.RAG_EXTERNAL_RERANKER_TIMEOUT, # Chunking settings - "TEXT_SPLITTER": request.app.state.config.TEXT_SPLITTER, - "CHUNK_SIZE": request.app.state.config.CHUNK_SIZE, - "CHUNK_MIN_SIZE_TARGET": request.app.state.config.CHUNK_MIN_SIZE_TARGET, - "ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER": request.app.state.config.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER, - "CHUNK_OVERLAP": request.app.state.config.CHUNK_OVERLAP, + 'TEXT_SPLITTER': request.app.state.config.TEXT_SPLITTER, + 'CHUNK_SIZE': request.app.state.config.CHUNK_SIZE, + 'CHUNK_MIN_SIZE_TARGET': request.app.state.config.CHUNK_MIN_SIZE_TARGET, + 'ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER': request.app.state.config.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER, + 'CHUNK_OVERLAP': request.app.state.config.CHUNK_OVERLAP, # File upload settings - "FILE_MAX_SIZE": request.app.state.config.FILE_MAX_SIZE, - "FILE_MAX_COUNT": request.app.state.config.FILE_MAX_COUNT, - "FILE_IMAGE_COMPRESSION_WIDTH": request.app.state.config.FILE_IMAGE_COMPRESSION_WIDTH, - "FILE_IMAGE_COMPRESSION_HEIGHT": request.app.state.config.FILE_IMAGE_COMPRESSION_HEIGHT, - "ALLOWED_FILE_EXTENSIONS": request.app.state.config.ALLOWED_FILE_EXTENSIONS, + 'FILE_MAX_SIZE': request.app.state.config.FILE_MAX_SIZE, + 'FILE_MAX_COUNT': request.app.state.config.FILE_MAX_COUNT, + 'FILE_IMAGE_COMPRESSION_WIDTH': request.app.state.config.FILE_IMAGE_COMPRESSION_WIDTH, + 'FILE_IMAGE_COMPRESSION_HEIGHT': request.app.state.config.FILE_IMAGE_COMPRESSION_HEIGHT, + 'ALLOWED_FILE_EXTENSIONS': request.app.state.config.ALLOWED_FILE_EXTENSIONS, # Integration settings - "ENABLE_GOOGLE_DRIVE_INTEGRATION": request.app.state.config.ENABLE_GOOGLE_DRIVE_INTEGRATION, - "ENABLE_ONEDRIVE_INTEGRATION": request.app.state.config.ENABLE_ONEDRIVE_INTEGRATION, + 'ENABLE_GOOGLE_DRIVE_INTEGRATION': request.app.state.config.ENABLE_GOOGLE_DRIVE_INTEGRATION, + 'ENABLE_ONEDRIVE_INTEGRATION': request.app.state.config.ENABLE_ONEDRIVE_INTEGRATION, # Web search settings - "web": { - "ENABLE_WEB_SEARCH": request.app.state.config.ENABLE_WEB_SEARCH, - "WEB_SEARCH_ENGINE": request.app.state.config.WEB_SEARCH_ENGINE, - "WEB_SEARCH_TRUST_ENV": request.app.state.config.WEB_SEARCH_TRUST_ENV, - "WEB_SEARCH_RESULT_COUNT": request.app.state.config.WEB_SEARCH_RESULT_COUNT, - "WEB_SEARCH_CONCURRENT_REQUESTS": request.app.state.config.WEB_SEARCH_CONCURRENT_REQUESTS, - "WEB_LOADER_CONCURRENT_REQUESTS": request.app.state.config.WEB_LOADER_CONCURRENT_REQUESTS, - "WEB_SEARCH_DOMAIN_FILTER_LIST": request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, - "BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL": request.app.state.config.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL, - "BYPASS_WEB_SEARCH_WEB_LOADER": request.app.state.config.BYPASS_WEB_SEARCH_WEB_LOADER, - "OLLAMA_CLOUD_WEB_SEARCH_API_KEY": request.app.state.config.OLLAMA_CLOUD_WEB_SEARCH_API_KEY, - "SEARXNG_QUERY_URL": request.app.state.config.SEARXNG_QUERY_URL, - "SEARXNG_LANGUAGE": request.app.state.config.SEARXNG_LANGUAGE, - "YACY_QUERY_URL": request.app.state.config.YACY_QUERY_URL, - "YACY_USERNAME": request.app.state.config.YACY_USERNAME, - "YACY_PASSWORD": request.app.state.config.YACY_PASSWORD, - "GOOGLE_PSE_API_KEY": request.app.state.config.GOOGLE_PSE_API_KEY, - "GOOGLE_PSE_ENGINE_ID": request.app.state.config.GOOGLE_PSE_ENGINE_ID, - "BRAVE_SEARCH_API_KEY": request.app.state.config.BRAVE_SEARCH_API_KEY, - "KAGI_SEARCH_API_KEY": request.app.state.config.KAGI_SEARCH_API_KEY, - "MOJEEK_SEARCH_API_KEY": request.app.state.config.MOJEEK_SEARCH_API_KEY, - "BOCHA_SEARCH_API_KEY": request.app.state.config.BOCHA_SEARCH_API_KEY, - "SERPSTACK_API_KEY": request.app.state.config.SERPSTACK_API_KEY, - "SERPSTACK_HTTPS": request.app.state.config.SERPSTACK_HTTPS, - "SERPER_API_KEY": request.app.state.config.SERPER_API_KEY, - "SERPLY_API_KEY": request.app.state.config.SERPLY_API_KEY, - "TAVILY_API_KEY": request.app.state.config.TAVILY_API_KEY, - "SEARCHAPI_API_KEY": request.app.state.config.SEARCHAPI_API_KEY, - "SEARCHAPI_ENGINE": request.app.state.config.SEARCHAPI_ENGINE, - "SERPAPI_API_KEY": request.app.state.config.SERPAPI_API_KEY, - "SERPAPI_ENGINE": request.app.state.config.SERPAPI_ENGINE, - "JINA_API_KEY": request.app.state.config.JINA_API_KEY, - "JINA_API_BASE_URL": request.app.state.config.JINA_API_BASE_URL, - "BING_SEARCH_V7_ENDPOINT": request.app.state.config.BING_SEARCH_V7_ENDPOINT, - "BING_SEARCH_V7_SUBSCRIPTION_KEY": request.app.state.config.BING_SEARCH_V7_SUBSCRIPTION_KEY, - "EXA_API_KEY": request.app.state.config.EXA_API_KEY, - "PERPLEXITY_API_KEY": request.app.state.config.PERPLEXITY_API_KEY, - "PERPLEXITY_MODEL": request.app.state.config.PERPLEXITY_MODEL, - "PERPLEXITY_SEARCH_CONTEXT_USAGE": request.app.state.config.PERPLEXITY_SEARCH_CONTEXT_USAGE, - "PERPLEXITY_SEARCH_API_URL": request.app.state.config.PERPLEXITY_SEARCH_API_URL, - "SOUGOU_API_SID": request.app.state.config.SOUGOU_API_SID, - "SOUGOU_API_SK": request.app.state.config.SOUGOU_API_SK, - "WEB_LOADER_ENGINE": request.app.state.config.WEB_LOADER_ENGINE, - "WEB_LOADER_TIMEOUT": request.app.state.config.WEB_LOADER_TIMEOUT, - "ENABLE_WEB_LOADER_SSL_VERIFICATION": request.app.state.config.ENABLE_WEB_LOADER_SSL_VERIFICATION, - "PLAYWRIGHT_WS_URL": request.app.state.config.PLAYWRIGHT_WS_URL, - "PLAYWRIGHT_TIMEOUT": request.app.state.config.PLAYWRIGHT_TIMEOUT, - "FIRECRAWL_API_KEY": request.app.state.config.FIRECRAWL_API_KEY, - "FIRECRAWL_API_BASE_URL": request.app.state.config.FIRECRAWL_API_BASE_URL, - "FIRECRAWL_TIMEOUT": request.app.state.config.FIRECRAWL_TIMEOUT, - "TAVILY_EXTRACT_DEPTH": request.app.state.config.TAVILY_EXTRACT_DEPTH, - "EXTERNAL_WEB_SEARCH_URL": request.app.state.config.EXTERNAL_WEB_SEARCH_URL, - "EXTERNAL_WEB_SEARCH_API_KEY": request.app.state.config.EXTERNAL_WEB_SEARCH_API_KEY, - "EXTERNAL_WEB_LOADER_URL": request.app.state.config.EXTERNAL_WEB_LOADER_URL, - "EXTERNAL_WEB_LOADER_API_KEY": request.app.state.config.EXTERNAL_WEB_LOADER_API_KEY, - "YOUTUBE_LOADER_LANGUAGE": request.app.state.config.YOUTUBE_LOADER_LANGUAGE, - "YOUTUBE_LOADER_PROXY_URL": request.app.state.config.YOUTUBE_LOADER_PROXY_URL, - "YOUTUBE_LOADER_TRANSLATION": request.app.state.YOUTUBE_LOADER_TRANSLATION, - "YANDEX_WEB_SEARCH_URL": request.app.state.config.YANDEX_WEB_SEARCH_URL, - "YANDEX_WEB_SEARCH_API_KEY": request.app.state.config.YANDEX_WEB_SEARCH_API_KEY, - "YANDEX_WEB_SEARCH_CONFIG": request.app.state.config.YANDEX_WEB_SEARCH_CONFIG, - "YOUCOM_API_KEY": request.app.state.config.YOUCOM_API_KEY, + 'web': { + 'ENABLE_WEB_SEARCH': request.app.state.config.ENABLE_WEB_SEARCH, + 'WEB_SEARCH_ENGINE': request.app.state.config.WEB_SEARCH_ENGINE, + 'WEB_SEARCH_TRUST_ENV': request.app.state.config.WEB_SEARCH_TRUST_ENV, + 'WEB_SEARCH_RESULT_COUNT': request.app.state.config.WEB_SEARCH_RESULT_COUNT, + 'WEB_SEARCH_CONCURRENT_REQUESTS': request.app.state.config.WEB_SEARCH_CONCURRENT_REQUESTS, + 'WEB_FETCH_MAX_CONTENT_LENGTH': request.app.state.config.WEB_FETCH_MAX_CONTENT_LENGTH, + 'WEB_LOADER_CONCURRENT_REQUESTS': request.app.state.config.WEB_LOADER_CONCURRENT_REQUESTS, + 'WEB_SEARCH_DOMAIN_FILTER_LIST': request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, + 'BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL': request.app.state.config.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL, + 'BYPASS_WEB_SEARCH_WEB_LOADER': request.app.state.config.BYPASS_WEB_SEARCH_WEB_LOADER, + 'OLLAMA_CLOUD_WEB_SEARCH_API_KEY': request.app.state.config.OLLAMA_CLOUD_WEB_SEARCH_API_KEY, + 'SEARXNG_QUERY_URL': request.app.state.config.SEARXNG_QUERY_URL, + 'SEARXNG_LANGUAGE': request.app.state.config.SEARXNG_LANGUAGE, + 'YACY_QUERY_URL': request.app.state.config.YACY_QUERY_URL, + 'YACY_USERNAME': request.app.state.config.YACY_USERNAME, + 'YACY_PASSWORD': request.app.state.config.YACY_PASSWORD, + 'GOOGLE_PSE_API_KEY': request.app.state.config.GOOGLE_PSE_API_KEY, + 'GOOGLE_PSE_ENGINE_ID': request.app.state.config.GOOGLE_PSE_ENGINE_ID, + 'BRAVE_SEARCH_API_KEY': request.app.state.config.BRAVE_SEARCH_API_KEY, + 'KAGI_SEARCH_API_KEY': request.app.state.config.KAGI_SEARCH_API_KEY, + 'MOJEEK_SEARCH_API_KEY': request.app.state.config.MOJEEK_SEARCH_API_KEY, + 'BOCHA_SEARCH_API_KEY': request.app.state.config.BOCHA_SEARCH_API_KEY, + 'SERPSTACK_API_KEY': request.app.state.config.SERPSTACK_API_KEY, + 'SERPSTACK_HTTPS': request.app.state.config.SERPSTACK_HTTPS, + 'SERPER_API_KEY': request.app.state.config.SERPER_API_KEY, + 'SERPLY_API_KEY': request.app.state.config.SERPLY_API_KEY, + 'TAVILY_API_KEY': request.app.state.config.TAVILY_API_KEY, + 'SEARCHAPI_API_KEY': request.app.state.config.SEARCHAPI_API_KEY, + 'SEARCHAPI_ENGINE': request.app.state.config.SEARCHAPI_ENGINE, + 'SERPAPI_API_KEY': request.app.state.config.SERPAPI_API_KEY, + 'SERPAPI_ENGINE': request.app.state.config.SERPAPI_ENGINE, + 'JINA_API_KEY': request.app.state.config.JINA_API_KEY, + 'JINA_API_BASE_URL': request.app.state.config.JINA_API_BASE_URL, + 'BING_SEARCH_V7_ENDPOINT': request.app.state.config.BING_SEARCH_V7_ENDPOINT, + 'BING_SEARCH_V7_SUBSCRIPTION_KEY': request.app.state.config.BING_SEARCH_V7_SUBSCRIPTION_KEY, + 'EXA_API_KEY': request.app.state.config.EXA_API_KEY, + 'PERPLEXITY_API_KEY': request.app.state.config.PERPLEXITY_API_KEY, + 'PERPLEXITY_MODEL': request.app.state.config.PERPLEXITY_MODEL, + 'PERPLEXITY_SEARCH_CONTEXT_USAGE': request.app.state.config.PERPLEXITY_SEARCH_CONTEXT_USAGE, + 'PERPLEXITY_SEARCH_API_URL': request.app.state.config.PERPLEXITY_SEARCH_API_URL, + 'SOUGOU_API_SID': request.app.state.config.SOUGOU_API_SID, + 'SOUGOU_API_SK': request.app.state.config.SOUGOU_API_SK, + 'WEB_LOADER_ENGINE': request.app.state.config.WEB_LOADER_ENGINE, + 'WEB_LOADER_TIMEOUT': request.app.state.config.WEB_LOADER_TIMEOUT, + 'ENABLE_WEB_LOADER_SSL_VERIFICATION': request.app.state.config.ENABLE_WEB_LOADER_SSL_VERIFICATION, + 'PLAYWRIGHT_WS_URL': request.app.state.config.PLAYWRIGHT_WS_URL, + 'PLAYWRIGHT_TIMEOUT': request.app.state.config.PLAYWRIGHT_TIMEOUT, + 'FIRECRAWL_API_KEY': request.app.state.config.FIRECRAWL_API_KEY, + 'FIRECRAWL_API_BASE_URL': request.app.state.config.FIRECRAWL_API_BASE_URL, + 'FIRECRAWL_TIMEOUT': request.app.state.config.FIRECRAWL_TIMEOUT, + 'TAVILY_EXTRACT_DEPTH': request.app.state.config.TAVILY_EXTRACT_DEPTH, + 'EXTERNAL_WEB_SEARCH_URL': request.app.state.config.EXTERNAL_WEB_SEARCH_URL, + 'EXTERNAL_WEB_SEARCH_API_KEY': request.app.state.config.EXTERNAL_WEB_SEARCH_API_KEY, + 'EXTERNAL_WEB_LOADER_URL': request.app.state.config.EXTERNAL_WEB_LOADER_URL, + 'EXTERNAL_WEB_LOADER_API_KEY': request.app.state.config.EXTERNAL_WEB_LOADER_API_KEY, + 'YOUTUBE_LOADER_LANGUAGE': request.app.state.config.YOUTUBE_LOADER_LANGUAGE, + 'YOUTUBE_LOADER_PROXY_URL': request.app.state.config.YOUTUBE_LOADER_PROXY_URL, + 'YOUTUBE_LOADER_TRANSLATION': request.app.state.YOUTUBE_LOADER_TRANSLATION, + 'YANDEX_WEB_SEARCH_URL': request.app.state.config.YANDEX_WEB_SEARCH_URL, + 'YANDEX_WEB_SEARCH_API_KEY': request.app.state.config.YANDEX_WEB_SEARCH_API_KEY, + 'YANDEX_WEB_SEARCH_CONFIG': request.app.state.config.YANDEX_WEB_SEARCH_CONFIG, + 'YOUCOM_API_KEY': request.app.state.config.YOUCOM_API_KEY, }, } @@ -1361,11 +1243,11 @@ async def update_rag_config( def can_merge_chunks(a: Document, b: Document) -> bool: - if a.metadata.get("source") != b.metadata.get("source"): + if a.metadata.get('source') != b.metadata.get('source'): return False - a_file_id = a.metadata.get("file_id") - b_file_id = b.metadata.get("file_id") + a_file_id = a.metadata.get('file_id') + b_file_id = b.metadata.get('file_id') if a_file_id is not None and b_file_id is not None: return a_file_id == b_file_id @@ -1391,16 +1273,14 @@ def merge_docs_to_target_size( return chunks measure_chunk_size = len - if request.app.state.config.TEXT_SPLITTER == "token": - encoding = tiktoken.get_encoding( - str(request.app.state.config.TIKTOKEN_ENCODING_NAME) - ) + if request.app.state.config.TEXT_SPLITTER == 'token': + encoding = tiktoken.get_encoding(str(request.app.state.config.TIKTOKEN_ENCODING_NAME)) measure_chunk_size = lambda text: len(encoding.encode(text)) processed_chunks: list[Document] = [] current_chunk: Document | None = None - current_content: str = "" + current_content: str = '' for next_chunk in chunks: if current_chunk is None: @@ -1408,7 +1288,7 @@ def merge_docs_to_target_size( current_content = next_chunk.page_content continue # First chunk initialization - proposed_content = f"{current_content}\n\n{next_chunk.page_content}" + proposed_content = f'{current_content}\n\n{next_chunk.page_content}' can_merge = ( can_merge_chunks(current_chunk, next_chunk) @@ -1454,26 +1334,24 @@ def save_docs_to_vector_db( # Trying to select relevant metadata identifying the document. for doc in docs: - metadata = getattr(doc, "metadata", {}) - doc_name = metadata.get("name", "") + metadata = getattr(doc, 'metadata', {}) + doc_name = metadata.get('name', '') if not doc_name: - doc_name = metadata.get("title", "") + doc_name = metadata.get('title', '') if not doc_name: - doc_name = metadata.get("source", "") + doc_name = metadata.get('source', '') if doc_name: docs_info.add(doc_name) - return ", ".join(docs_info) + return ', '.join(docs_info) - log.debug( - f"save_docs_to_vector_db: document {_get_docs_info(docs)} {collection_name}" - ) + log.debug(f'save_docs_to_vector_db: document {_get_docs_info(docs)} {collection_name}') # Check if entries with the same hash (metadata.hash) already exist - if metadata and "hash" in metadata: + if metadata and 'hash' in metadata: result = VECTOR_DB_CLIENT.query( collection_name=collection_name, - filter={"hash": metadata["hash"]}, + filter={'hash': metadata['hash']}, ) if result is not None and result.ids and len(result.ids) > 0: @@ -1484,24 +1362,24 @@ def save_docs_to_vector_db( # If different file_id, this is a duplicate - block it existing_file_id = None if result.metadatas and result.metadatas[0]: - existing_file_id = result.metadatas[0][0].get("file_id") + existing_file_id = result.metadatas[0][0].get('file_id') - if existing_file_id != metadata.get("file_id"): - log.info(f"Document with hash {metadata['hash']} already exists") + if existing_file_id != metadata.get('file_id'): + log.info(f'Document with hash {metadata["hash"]} already exists') raise ValueError(ERROR_MESSAGES.DUPLICATE_CONTENT) if split: if request.app.state.config.ENABLE_MARKDOWN_HEADER_TEXT_SPLITTER: - log.info("Using markdown header text splitter") + log.info('Using markdown header text splitter') # Define headers to split on - covering most common markdown header levels markdown_splitter = MarkdownHeaderTextSplitter( headers_to_split_on=[ - ("#", "Header 1"), - ("##", "Header 2"), - ("###", "Header 3"), - ("####", "Header 4"), - ("#####", "Header 5"), - ("######", "Header 6"), + ('#', 'Header 1'), + ('##', 'Header 2'), + ('###', 'Header 3'), + ('####', 'Header 4'), + ('#####', 'Header 5'), + ('######', 'Header 6'), ], strip_headers=False, # Keep headers in content for context ) @@ -1514,9 +1392,7 @@ def save_docs_to_vector_db( page_content=split_chunk.page_content, metadata={**doc.metadata}, ) - for split_chunk in markdown_splitter.split_text( - doc.page_content - ) + for split_chunk in markdown_splitter.split_text(doc.page_content) ] ) @@ -1524,17 +1400,15 @@ def save_docs_to_vector_db( if request.app.state.config.CHUNK_MIN_SIZE_TARGET > 0: docs = merge_docs_to_target_size(request, docs) - if request.app.state.config.TEXT_SPLITTER in ["", "character"]: + if request.app.state.config.TEXT_SPLITTER in ['', 'character']: text_splitter = RecursiveCharacterTextSplitter( chunk_size=request.app.state.config.CHUNK_SIZE, chunk_overlap=request.app.state.config.CHUNK_OVERLAP, add_start_index=True, ) docs = text_splitter.split_documents(docs) - elif request.app.state.config.TEXT_SPLITTER == "token": - log.info( - f"Using token text splitter: {request.app.state.config.TIKTOKEN_ENCODING_NAME}" - ) + elif request.app.state.config.TEXT_SPLITTER == 'token': + log.info(f'Using token text splitter: {request.app.state.config.TIKTOKEN_ENCODING_NAME}') tiktoken.get_encoding(str(request.app.state.config.TIKTOKEN_ENCODING_NAME)) text_splitter = TokenTextSplitter( @@ -1545,7 +1419,7 @@ def save_docs_to_vector_db( ) docs = text_splitter.split_documents(docs) else: - raise ValueError(ERROR_MESSAGES.DEFAULT("Invalid text splitter")) + raise ValueError(ERROR_MESSAGES.DEFAULT('Invalid text splitter')) if len(docs) == 0: raise ValueError(ERROR_MESSAGES.EMPTY_CONTENT) @@ -1555,9 +1429,9 @@ def save_docs_to_vector_db( { **doc.metadata, **(metadata if metadata else {}), - "embedding_config": { - "engine": request.app.state.config.RAG_EMBEDDING_ENGINE, - "model": request.app.state.config.RAG_EMBEDDING_MODEL, + 'embedding_config': { + 'engine': request.app.state.config.RAG_EMBEDDING_ENGINE, + 'model': request.app.state.config.RAG_EMBEDDING_MODEL, }, } for doc in docs @@ -1565,44 +1439,42 @@ def save_docs_to_vector_db( try: if VECTOR_DB_CLIENT.has_collection(collection_name=collection_name): - log.info(f"collection {collection_name} already exists") + log.info(f'collection {collection_name} already exists') if overwrite: VECTOR_DB_CLIENT.delete_collection(collection_name=collection_name) - log.info(f"deleting existing collection {collection_name}") + log.info(f'deleting existing collection {collection_name}') elif add is False: - log.info( - f"collection {collection_name} already exists, overwrite is False and add is False" - ) + log.info(f'collection {collection_name} already exists, overwrite is False and add is False') return True - log.info(f"generating embeddings for {collection_name}") + log.info(f'generating embeddings for {collection_name}') embedding_function = get_embedding_function( request.app.state.config.RAG_EMBEDDING_ENGINE, request.app.state.config.RAG_EMBEDDING_MODEL, request.app.state.ef, ( request.app.state.config.RAG_OPENAI_API_BASE_URL - if request.app.state.config.RAG_EMBEDDING_ENGINE == "openai" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'openai' else ( request.app.state.config.RAG_OLLAMA_BASE_URL - if request.app.state.config.RAG_EMBEDDING_ENGINE == "ollama" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'ollama' else request.app.state.config.RAG_AZURE_OPENAI_BASE_URL ) ), ( request.app.state.config.RAG_OPENAI_API_KEY - if request.app.state.config.RAG_EMBEDDING_ENGINE == "openai" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'openai' else ( request.app.state.config.RAG_OLLAMA_API_KEY - if request.app.state.config.RAG_EMBEDDING_ENGINE == "ollama" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'ollama' else request.app.state.config.RAG_AZURE_OPENAI_API_KEY ) ), request.app.state.config.RAG_EMBEDDING_BATCH_SIZE, azure_api_version=( request.app.state.config.RAG_AZURE_OPENAI_API_VERSION - if request.app.state.config.RAG_EMBEDDING_ENGINE == "azure_openai" + if request.app.state.config.RAG_EMBEDDING_ENGINE == 'azure_openai' else None ), enable_async=request.app.state.config.ENABLE_ASYNC_EMBEDDING, @@ -1615,32 +1487,32 @@ def save_docs_to_vector_db( future = asyncio.run_coroutine_threadsafe( embedding_function( - list(map(lambda x: x.replace("\n", " "), texts)), + list(map(lambda x: x.replace('\n', ' '), texts)), prefix=RAG_EMBEDDING_CONTENT_PREFIX, user=user, ), request.app.state.main_loop, ) embeddings = future.result(timeout=embedding_timeout) - log.info(f"embeddings generated {len(embeddings)} for {len(texts)} items") + log.info(f'embeddings generated {len(embeddings)} for {len(texts)} items') items = [ { - "id": str(uuid.uuid4()), - "text": text, - "vector": embeddings[idx], - "metadata": metadatas[idx], + 'id': str(uuid.uuid4()), + 'text': text, + 'vector': embeddings[idx], + 'metadata': metadatas[idx], } for idx, text in enumerate(texts) ] - log.info(f"adding to collection {collection_name}") + log.info(f'adding to collection {collection_name}') VECTOR_DB_CLIENT.insert( collection_name=collection_name, items=items, ) - log.info(f"added {len(items)} items to collection {collection_name}") + log.info(f'added {len(items)} items to collection {collection_name}') return True except Exception as e: log.exception(e) @@ -1653,12 +1525,12 @@ class ProcessFileForm(BaseModel): collection_name: Optional[str] = None -@router.post("/process/file") -def process_file( +@router.post('/process/file') +async def process_file( request: Request, form_data: ProcessFileForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """ Process a file and save its content to the vector database. @@ -1666,18 +1538,17 @@ def process_file( Note: granular session management is used to prevent connection pool exhaustion. The session is committed before external API calls, and updates use a fresh session. """ - if user.role == "admin": - file = Files.get_file_by_id(form_data.file_id, db=db) + if user.role == 'admin': + file = await Files.get_file_by_id(form_data.file_id, db=db) else: - file = Files.get_file_by_id_and_user_id(form_data.file_id, user.id, db=db) + file = await Files.get_file_by_id_and_user_id(form_data.file_id, user.id, db=db) if file: try: - collection_name = form_data.collection_name if collection_name is None: - collection_name = f"file-{file.id}" + collection_name = f'file-{file.id}' if form_data.content: # Update the content in the file @@ -1685,22 +1556,20 @@ def process_file( try: # /files/{file_id}/data/content/update - VECTOR_DB_CLIENT.delete_collection( - collection_name=f"file-{file.id}" - ) - except: + VECTOR_DB_CLIENT.delete_collection(collection_name=f'file-{file.id}') + except Exception: # Audio file upload pipeline pass docs = [ Document( - page_content=form_data.content.replace("
", "\n"), + page_content=form_data.content.replace('
', '\n'), metadata={ **file.meta, - "name": file.filename, - "created_by": file.user_id, - "file_id": file.id, - "source": file.filename, + 'name': file.filename, + 'created_by': file.user_id, + 'file_id': file.id, + 'source': file.filename, }, ) ] @@ -1710,9 +1579,7 @@ def process_file( # Check if the file has already been processed and save the content # Usage: /knowledge/{id}/file/add, /knowledge/{id}/file/update - result = VECTOR_DB_CLIENT.query( - collection_name=f"file-{file.id}", filter={"file_id": file.id} - ) + result = VECTOR_DB_CLIENT.query(collection_name=f'file-{file.id}', filter={'file_id': file.id}) if result is not None and len(result.ids[0]) > 0: docs = [ @@ -1725,18 +1592,18 @@ def process_file( else: docs = [ Document( - page_content=file.data.get("content", ""), + page_content=file.data.get('content', ''), metadata={ **file.meta, - "name": file.filename, - "created_by": file.user_id, - "file_id": file.id, - "source": file.filename, + 'name': file.filename, + 'created_by': file.user_id, + 'file_id': file.id, + 'source': file.filename, }, ) ] - text_content = file.data.get("content", "") + text_content = file.data.get('content', '') else: # Process the file and save the content # Usage: /files/ @@ -1776,19 +1643,17 @@ def process_file( MINERU_API_TIMEOUT=request.app.state.config.MINERU_API_TIMEOUT, MINERU_PARAMS=request.app.state.config.MINERU_PARAMS, ) - docs = loader.load( - file.filename, file.meta.get("content_type"), file_path - ) + docs = loader.load(file.filename, file.meta.get('content_type'), file_path) docs = [ Document( page_content=doc.page_content, metadata={ **filter_metadata(doc.metadata), - "name": file.filename, - "created_by": file.user_id, - "file_id": file.id, - "source": file.filename, + 'name': file.filename, + 'created_by': file.user_id, + 'file_id': file.id, + 'source': file.filename, }, ) for doc in docs @@ -1796,34 +1661,34 @@ def process_file( else: docs = [ Document( - page_content=file.data.get("content", ""), + page_content=file.data.get('content', ''), metadata={ **file.meta, - "name": file.filename, - "created_by": file.user_id, - "file_id": file.id, - "source": file.filename, + 'name': file.filename, + 'created_by': file.user_id, + 'file_id': file.id, + 'source': file.filename, }, ) ] - text_content = " ".join([doc.page_content for doc in docs]) + text_content = ' '.join([doc.page_content for doc in docs]) - log.debug(f"text_content: {text_content}") - Files.update_file_data_by_id( + log.debug(f'text_content: {text_content}') + await Files.update_file_data_by_id( file.id, - {"content": text_content}, + {'content': text_content}, db=db, ) hash = calculate_sha256_string(text_content) if request.app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL: - Files.update_file_data_by_id(file.id, {"status": "completed"}, db=db) - Files.update_file_hash_by_id(file.id, hash, db=db) + await Files.update_file_data_by_id(file.id, {'status': 'completed'}, db=db) + await Files.update_file_hash_by_id(file.id, hash, db=db) return { - "status": True, - "collection_name": None, - "filename": file.filename, - "content": text_content, + 'status': True, + 'collection_name': None, + 'filename': file.filename, + 'content': text_content, } else: try: @@ -1838,41 +1703,41 @@ def process_file( docs=docs, collection_name=collection_name, metadata={ - "file_id": file.id, - "name": file.filename, - "hash": hash, + 'file_id': file.id, + 'name': file.filename, + 'hash': hash, }, add=(True if form_data.collection_name else False), user=user, ) - log.info(f"added {len(docs)} items to collection {collection_name}") + log.info(f'added {len(docs)} items to collection {collection_name}') if result: # Fresh session for the final update. with get_db() as session: - Files.update_file_metadata_by_id( + await Files.update_file_metadata_by_id( file.id, { - "collection_name": collection_name, + 'collection_name': collection_name, }, db=session, ) - Files.update_file_data_by_id( + await Files.update_file_data_by_id( file.id, - {"status": "completed"}, + {'status': 'completed'}, db=session, ) - Files.update_file_hash_by_id(file.id, hash, db=session) + await Files.update_file_hash_by_id(file.id, hash, db=session) return { - "status": True, - "collection_name": collection_name, - "filename": file.filename, - "content": text_content, + 'status': True, + 'collection_name': collection_name, + 'filename': file.filename, + 'content': text_content, } else: - raise Exception("Error saving document to vector database") + raise Exception('Error saving document to vector database') except Exception as e: raise e @@ -1880,15 +1745,15 @@ def process_file( log.exception(e) # Fresh session for error status update. with get_db() as session: - Files.update_file_data_by_id( + await Files.update_file_data_by_id( file.id, - {"status": "failed"}, + {'status': 'failed'}, db=session, ) # Clear the hash so the file can be re-uploaded after fixing the issue - Files.update_file_hash_by_id(file.id, None, db=session) + await Files.update_file_hash_by_id(file.id, None, db=session) - if "No pandoc was found" in str(e): + if 'No pandoc was found' in str(e): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.PANDOC_NOT_INSTALLED, @@ -1900,9 +1765,7 @@ def process_file( ) else: - raise HTTPException( - status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND - ) + raise HTTPException(status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND) class ProcessTextForm(BaseModel): @@ -1911,7 +1774,7 @@ class ProcessTextForm(BaseModel): collection_name: Optional[str] = None -@router.post("/process/text") +@router.post('/process/text') async def process_text( request: Request, form_data: ProcessTextForm, @@ -1924,20 +1787,18 @@ async def process_text( docs = [ Document( page_content=form_data.content, - metadata={"name": form_data.name, "created_by": user.id}, + metadata={'name': form_data.name, 'created_by': user.id}, ) ] text_content = form_data.content - log.debug(f"text_content: {text_content}") + log.debug(f'text_content: {text_content}') - result = await run_in_threadpool( - save_docs_to_vector_db, request, docs, collection_name, user=user - ) + result = await run_in_threadpool(save_docs_to_vector_db, request, docs, collection_name, user=user) if result: return { - "status": True, - "collection_name": collection_name, - "content": text_content, + 'status': True, + 'collection_name': collection_name, + 'content': text_content, } else: raise HTTPException( @@ -1946,22 +1807,18 @@ async def process_text( ) -@router.post("/process/youtube") -@router.post("/process/web") +@router.post('/process/youtube') +@router.post('/process/web') async def process_web( request: Request, form_data: ProcessUrlForm, - process: bool = Query(True, description="Whether to process and save the content"), - overwrite: bool = Query( - True, description="Whether to overwrite existing collection" - ), + process: bool = Query(True, description='Whether to process and save the content'), + overwrite: bool = Query(True, description='Whether to overwrite existing collection'), user=Depends(get_verified_user), ): try: - content, docs = await run_in_threadpool( - get_content_from_url, request, form_data.url - ) - log.debug(f"text_content: {content}") + content, docs = await run_in_threadpool(get_content_from_url, request, form_data.url) + log.debug(f'text_content: {content}') if process: collection_name = form_data.collection_name @@ -1982,23 +1839,23 @@ async def process_web( collection_name = None return { - "status": True, - "collection_name": collection_name, - "filename": form_data.url, - "file": { - "data": { - "content": content, + 'status': True, + 'collection_name': collection_name, + 'filename': form_data.url, + 'file': { + 'data': { + 'content': content, }, - "meta": { - "name": form_data.url, - "source": form_data.url, + 'meta': { + 'name': form_data.url, + 'source': form_data.url, }, }, } else: return { - "status": True, - "content": content, + 'status': True, + 'content': content, } except Exception as e: log.exception(e) @@ -2008,9 +1865,7 @@ async def process_web( ) -def search_web( - request: Request, engine: str, query: str, user=None -) -> list[SearchResult]: +def search_web(request: Request, engine: str, query: str, user=None) -> list[SearchResult]: """Search the web using a search engine and return the results as a list of SearchResult objects. Will look for a search engine API key in environment variables in the following order: - SEARXNG_QUERY_URL @@ -2034,15 +1889,15 @@ def search_web( """ # TODO: add playwright to search the web - if engine == "ollama_cloud": + if engine == 'ollama_cloud': return search_ollama_cloud( - "https://ollama.com", + 'https://ollama.com', request.app.state.config.OLLAMA_CLOUD_WEB_SEARCH_API_KEY, query, request.app.state.config.WEB_SEARCH_RESULT_COUNT, request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) - elif engine == "perplexity_search": + elif engine == 'perplexity_search': if request.app.state.config.PERPLEXITY_API_KEY: return search_perplexity_search( request.app.state.config.PERPLEXITY_API_KEY, @@ -2053,10 +1908,10 @@ def search_web( user, ) else: - raise Exception("No PERPLEXITY_API_KEY found in environment variables") - elif engine == "searxng": + raise Exception('No PERPLEXITY_API_KEY found in environment variables') + elif engine == 'searxng': if request.app.state.config.SEARXNG_QUERY_URL: - searxng_kwargs = {"language": request.app.state.config.SEARXNG_LANGUAGE} + searxng_kwargs = {'language': request.app.state.config.SEARXNG_LANGUAGE} return search_searxng( request.app.state.config.SEARXNG_QUERY_URL, query, @@ -2065,8 +1920,8 @@ def search_web( **searxng_kwargs, ) else: - raise Exception("No SEARXNG_QUERY_URL found in environment variables") - elif engine == "yacy": + raise Exception('No SEARXNG_QUERY_URL found in environment variables') + elif engine == 'yacy': if request.app.state.config.YACY_QUERY_URL: return search_yacy( request.app.state.config.YACY_QUERY_URL, @@ -2077,12 +1932,9 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No YACY_QUERY_URL found in environment variables") - elif engine == "google_pse": - if ( - request.app.state.config.GOOGLE_PSE_API_KEY - and request.app.state.config.GOOGLE_PSE_ENGINE_ID - ): + raise Exception('No YACY_QUERY_URL found in environment variables') + elif engine == 'google_pse': + if request.app.state.config.GOOGLE_PSE_API_KEY and request.app.state.config.GOOGLE_PSE_ENGINE_ID: return search_google_pse( request.app.state.config.GOOGLE_PSE_API_KEY, request.app.state.config.GOOGLE_PSE_ENGINE_ID, @@ -2092,10 +1944,8 @@ def search_web( referer=request.app.state.config.WEBUI_URL, ) else: - raise Exception( - "No GOOGLE_PSE_API_KEY or GOOGLE_PSE_ENGINE_ID found in environment variables" - ) - elif engine == "brave": + raise Exception('No GOOGLE_PSE_API_KEY or GOOGLE_PSE_ENGINE_ID found in environment variables') + elif engine == 'brave': if request.app.state.config.BRAVE_SEARCH_API_KEY: return search_brave( request.app.state.config.BRAVE_SEARCH_API_KEY, @@ -2104,8 +1954,8 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No BRAVE_SEARCH_API_KEY found in environment variables") - elif engine == "kagi": + raise Exception('No BRAVE_SEARCH_API_KEY found in environment variables') + elif engine == 'kagi': if request.app.state.config.KAGI_SEARCH_API_KEY: return search_kagi( request.app.state.config.KAGI_SEARCH_API_KEY, @@ -2114,8 +1964,8 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No KAGI_SEARCH_API_KEY found in environment variables") - elif engine == "mojeek": + raise Exception('No KAGI_SEARCH_API_KEY found in environment variables') + elif engine == 'mojeek': if request.app.state.config.MOJEEK_SEARCH_API_KEY: return search_mojeek( request.app.state.config.MOJEEK_SEARCH_API_KEY, @@ -2124,8 +1974,8 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No MOJEEK_SEARCH_API_KEY found in environment variables") - elif engine == "bocha": + raise Exception('No MOJEEK_SEARCH_API_KEY found in environment variables') + elif engine == 'bocha': if request.app.state.config.BOCHA_SEARCH_API_KEY: return search_bocha( request.app.state.config.BOCHA_SEARCH_API_KEY, @@ -2134,8 +1984,8 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No BOCHA_SEARCH_API_KEY found in environment variables") - elif engine == "serpstack": + raise Exception('No BOCHA_SEARCH_API_KEY found in environment variables') + elif engine == 'serpstack': if request.app.state.config.SERPSTACK_API_KEY: return search_serpstack( request.app.state.config.SERPSTACK_API_KEY, @@ -2145,8 +1995,8 @@ def search_web( https_enabled=request.app.state.config.SERPSTACK_HTTPS, ) else: - raise Exception("No SERPSTACK_API_KEY found in environment variables") - elif engine == "serper": + raise Exception('No SERPSTACK_API_KEY found in environment variables') + elif engine == 'serper': if request.app.state.config.SERPER_API_KEY: return search_serper( request.app.state.config.SERPER_API_KEY, @@ -2155,8 +2005,8 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No SERPER_API_KEY found in environment variables") - elif engine == "serply": + raise Exception('No SERPER_API_KEY found in environment variables') + elif engine == 'serply': if request.app.state.config.SERPLY_API_KEY: return search_serply( request.app.state.config.SERPLY_API_KEY, @@ -2165,8 +2015,8 @@ def search_web( filter_list=request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No SERPLY_API_KEY found in environment variables") - elif engine == "duckduckgo": + raise Exception('No SERPLY_API_KEY found in environment variables') + elif engine == 'duckduckgo': return search_duckduckgo( query, request.app.state.config.WEB_SEARCH_RESULT_COUNT, @@ -2174,7 +2024,7 @@ def search_web( concurrent_requests=request.app.state.config.WEB_SEARCH_CONCURRENT_REQUESTS, backend=request.app.state.config.DDGS_BACKEND, ) - elif engine == "tavily": + elif engine == 'tavily': if request.app.state.config.TAVILY_API_KEY: return search_tavily( request.app.state.config.TAVILY_API_KEY, @@ -2183,8 +2033,8 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No TAVILY_API_KEY found in environment variables") - elif engine == "exa": + raise Exception('No TAVILY_API_KEY found in environment variables') + elif engine == 'exa': if request.app.state.config.EXA_API_KEY: return search_exa( request.app.state.config.EXA_API_KEY, @@ -2193,8 +2043,8 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No EXA_API_KEY found in environment variables") - elif engine == "searchapi": + raise Exception('No EXA_API_KEY found in environment variables') + elif engine == 'searchapi': if request.app.state.config.SEARCHAPI_API_KEY: return search_searchapi( request.app.state.config.SEARCHAPI_API_KEY, @@ -2204,8 +2054,8 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No SEARCHAPI_API_KEY found in environment variables") - elif engine == "serpapi": + raise Exception('No SEARCHAPI_API_KEY found in environment variables') + elif engine == 'serpapi': if request.app.state.config.SERPAPI_API_KEY: return search_serpapi( request.app.state.config.SERPAPI_API_KEY, @@ -2215,15 +2065,15 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No SERPAPI_API_KEY found in environment variables") - elif engine == "jina": + raise Exception('No SERPAPI_API_KEY found in environment variables') + elif engine == 'jina': return search_jina( request.app.state.config.JINA_API_KEY, query, request.app.state.config.WEB_SEARCH_RESULT_COUNT, request.app.state.config.JINA_API_BASE_URL, ) - elif engine == "bing": + elif engine == 'bing': return search_bing( request.app.state.config.BING_SEARCH_V7_SUBSCRIPTION_KEY, request.app.state.config.BING_SEARCH_V7_ENDPOINT, @@ -2232,7 +2082,7 @@ def search_web( request.app.state.config.WEB_SEARCH_RESULT_COUNT, request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) - elif engine == "azure": + elif engine == 'azure': if ( request.app.state.config.AZURE_AI_SEARCH_API_KEY and request.app.state.config.AZURE_AI_SEARCH_ENDPOINT @@ -2248,16 +2098,16 @@ def search_web( ) else: raise Exception( - "AZURE_AI_SEARCH_API_KEY, AZURE_AI_SEARCH_ENDPOINT, and AZURE_AI_SEARCH_INDEX_NAME are required for Azure AI Search" + 'AZURE_AI_SEARCH_API_KEY, AZURE_AI_SEARCH_ENDPOINT, and AZURE_AI_SEARCH_INDEX_NAME are required for Azure AI Search' ) - elif engine == "exa": + elif engine == 'exa': return search_exa( request.app.state.config.EXA_API_KEY, query, request.app.state.config.WEB_SEARCH_RESULT_COUNT, request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) - elif engine == "perplexity": + elif engine == 'perplexity': return search_perplexity( request.app.state.config.PERPLEXITY_API_KEY, query, @@ -2266,11 +2116,8 @@ def search_web( model=request.app.state.config.PERPLEXITY_MODEL, search_context_usage=request.app.state.config.PERPLEXITY_SEARCH_CONTEXT_USAGE, ) - elif engine == "sougou": - if ( - request.app.state.config.SOUGOU_API_SID - and request.app.state.config.SOUGOU_API_SK - ): + elif engine == 'sougou': + if request.app.state.config.SOUGOU_API_SID and request.app.state.config.SOUGOU_API_SK: return search_sougou( request.app.state.config.SOUGOU_API_SID, request.app.state.config.SOUGOU_API_SK, @@ -2279,10 +2126,8 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception( - "No SOUGOU_API_SID or SOUGOU_API_SK found in environment variables" - ) - elif engine == "firecrawl": + raise Exception('No SOUGOU_API_SID or SOUGOU_API_SK found in environment variables') + elif engine == 'firecrawl': return search_firecrawl( request.app.state.config.FIRECRAWL_API_BASE_URL, request.app.state.config.FIRECRAWL_API_KEY, @@ -2290,7 +2135,7 @@ def search_web( request.app.state.config.WEB_SEARCH_RESULT_COUNT, request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) - elif engine == "external": + elif engine == 'external': return search_external( request, request.app.state.config.EXTERNAL_WEB_SEARCH_URL, @@ -2300,7 +2145,7 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, user=user, ) - elif engine == "yandex": + elif engine == 'yandex': return search_yandex( request, request.app.state.config.YANDEX_WEB_SEARCH_URL, @@ -2311,7 +2156,7 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, user=user, ) - elif engine == "youcom": + elif engine == 'youcom': return search_youcom( request.app.state.config.YOUCOM_API_KEY, query, @@ -2319,21 +2164,19 @@ def search_web( request.app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST, ) else: - raise Exception("No search engine API key found in environment variables") + raise Exception('No search engine API key found in environment variables') -@router.post("/process/web/search") -async def process_web_search( - request: Request, form_data: SearchForm, user=Depends(get_verified_user) -): +@router.post('/process/web/search') +async def process_web_search(request: Request, form_data: SearchForm, user=Depends(get_verified_user)): if not request.app.state.config.ENABLE_WEB_SEARCH: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - if user.role != "admin" and not has_permission( - user.id, "features.web_search", request.app.state.config.USER_PERMISSIONS + if user.role != 'admin' and not await has_permission( + user.id, 'features.web_search', request.app.state.config.USER_PERMISSIONS ): raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, @@ -2344,9 +2187,7 @@ async def process_web_search( result_items = [] try: - logging.debug( - f"trying to web search with {request.app.state.config.WEB_SEARCH_ENGINE, form_data.queries}" - ) + logging.debug(f'trying to web search with {request.app.state.config.WEB_SEARCH_ENGINE, form_data.queries}') # Use semaphore to limit concurrent requests based on WEB_SEARCH_CONCURRENT_REQUESTS # 0 or None = unlimited (previous behavior), positive number = limited concurrency @@ -2367,9 +2208,7 @@ async def process_web_search( user, ) - search_tasks = [ - search_query_with_semaphore(query) for query in form_data.queries - ] + search_tasks = [search_query_with_semaphore(query) for query in form_data.queries] else: # Unlimited parallel execution (previous behavior) search_tasks = [ @@ -2393,7 +2232,7 @@ async def process_web_search( urls.append(item.link) urls = list(dict.fromkeys(urls)) - log.debug(f"urls: {urls}") + log.debug(f'urls: {urls}') except Exception as e: log.exception(e) @@ -2406,27 +2245,25 @@ async def process_web_search( if len(urls) == 0: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail=ERROR_MESSAGES.DEFAULT("No results found from web search"), + detail=ERROR_MESSAGES.DEFAULT('No results found from web search'), ) try: if request.app.state.config.BYPASS_WEB_SEARCH_WEB_LOADER: - search_results = [ - item for result in search_results for item in result if result - ] + search_results = [item for result in search_results for item in result if result] docs = [ Document( page_content=result.snippet, metadata={ - "source": result.link, - "title": result.title, - "snippet": result.snippet, - "link": result.link, + 'source': result.link, + 'title': result.title, + 'snippet': result.snippet, + 'link': result.link, }, ) for result in search_results - if hasattr(result, "snippet") and result.snippet is not None + if hasattr(result, 'snippet') and result.snippet is not None ] else: loader = get_web_loader( @@ -2438,7 +2275,7 @@ async def process_web_search( docs = await loader.aload() urls = [ - doc.metadata.get("source") for doc in docs if doc.metadata.get("source") + doc.metadata.get('source') for doc in docs if doc.metadata.get('source') ] # only keep the urls returned by the loader result_items = [ dict(item) for item in result_items if item.link in urls @@ -2446,26 +2283,22 @@ async def process_web_search( if request.app.state.config.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL: return { - "status": True, - "collection_name": None, - "filenames": urls, - "items": result_items, - "docs": [ + 'status': True, + 'collection_name': None, + 'filenames': urls, + 'items': result_items, + 'docs': [ { - "content": doc.page_content, - "metadata": doc.metadata, + 'content': doc.page_content, + 'metadata': doc.metadata, } for doc in docs ], - "loaded_count": len(docs), + 'loaded_count': len(docs), } else: # Create a single collection for all documents - collection_name = ( - f"web-search-{calculate_sha256_string('-'.join(form_data.queries))}"[ - :63 - ] - ) + collection_name = f'web-search-{calculate_sha256_string("-".join(form_data.queries))}'[:63] try: await run_in_threadpool( @@ -2477,14 +2310,14 @@ async def process_web_search( user=user, ) except Exception as e: - log.debug(f"error saving docs: {e}") + log.debug(f'error saving docs: {e}') return { - "status": True, - "collection_names": [collection_name], - "items": result_items, - "filenames": urls, - "loaded_count": len(docs), + 'status': True, + 'collection_names': [collection_name], + 'items': result_items, + 'filenames': urls, + 'loaded_count': len(docs), } except Exception as e: log.exception(e) @@ -2494,26 +2327,26 @@ async def process_web_search( ) -def _validate_collection_access(collection_names: list[str], user) -> None: +async def _validate_collection_access(collection_names: list[str], user) -> None: """ Prevent users from querying collections they don't own. Enforces ownership on user-memory-* and file-* collections. Admins bypass this check. """ - if user.role == "admin": + if user.role == 'admin': return for name in collection_names: - if name.startswith("user-memory-") and name != f"user-memory-{user.id}": + if name.startswith('user-memory-') and name != f'user-memory-{user.id}': raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, ) - elif name.startswith("file-"): - file_id = name[len("file-") :] - if not has_access_to_file( + elif name.startswith('file-'): + file_id = name[len('file-') :] + if not await has_access_to_file( file_id=file_id, - access_type="read", + access_type='read', user=user, ): raise HTTPException( @@ -2531,18 +2364,16 @@ class QueryDocForm(BaseModel): hybrid: Optional[bool] = None -@router.post("/query/doc") +@router.post('/query/doc') async def query_doc_handler( request: Request, form_data: QueryDocForm, user=Depends(get_verified_user), ): - _validate_collection_access([form_data.collection_name], user) + await _validate_collection_access([form_data.collection_name], user) try: - if request.app.state.config.ENABLE_RAG_HYBRID_SEARCH and ( - form_data.hybrid is None or form_data.hybrid - ): + if request.app.state.config.ENABLE_RAG_HYBRID_SEARCH and (form_data.hybrid is None or form_data.hybrid): collection_results = {} collection_results[form_data.collection_name] = VECTOR_DB_CLIENT.get( collection_name=form_data.collection_name @@ -2556,21 +2387,12 @@ async def query_doc_handler( ), k=form_data.k if form_data.k else request.app.state.config.TOP_K, reranking_function=( - ( - lambda query, documents: request.app.state.RERANKING_FUNCTION( - query, documents, user=user - ) - ) + (lambda query, documents: request.app.state.RERANKING_FUNCTION(query, documents, user=user)) if request.app.state.RERANKING_FUNCTION else None ), - k_reranker=form_data.k_reranker - or request.app.state.config.TOP_K_RERANKER, - r=( - form_data.r - if form_data.r - else request.app.state.config.RELEVANCE_THRESHOLD - ), + k_reranker=form_data.k_reranker or request.app.state.config.TOP_K_RERANKER, + r=(form_data.r if form_data.r else request.app.state.config.RELEVANCE_THRESHOLD), hybrid_bm25_weight=( form_data.hybrid_bm25_weight if form_data.hybrid_bm25_weight @@ -2607,18 +2429,16 @@ class QueryCollectionsForm(BaseModel): enable_enriched_texts: Optional[bool] = None -@router.post("/query/collection") +@router.post('/query/collection') async def query_collection_handler( request: Request, form_data: QueryCollectionsForm, user=Depends(get_verified_user), ): - _validate_collection_access(form_data.collection_names, user) + await _validate_collection_access(form_data.collection_names, user) try: - if request.app.state.config.ENABLE_RAG_HYBRID_SEARCH and ( - form_data.hybrid is None or form_data.hybrid - ): + if request.app.state.config.ENABLE_RAG_HYBRID_SEARCH and (form_data.hybrid is None or form_data.hybrid): return await query_collection_with_hybrid_search( collection_names=form_data.collection_names, queries=[form_data.query], @@ -2627,21 +2447,12 @@ async def query_collection_handler( ), k=form_data.k if form_data.k else request.app.state.config.TOP_K, reranking_function=( - ( - lambda query, documents: request.app.state.RERANKING_FUNCTION( - query, documents, user=user - ) - ) + (lambda query, documents: request.app.state.RERANKING_FUNCTION(query, documents, user=user)) if request.app.state.RERANKING_FUNCTION else None ), - k_reranker=form_data.k_reranker - or request.app.state.config.TOP_K_RERANKER, - r=( - form_data.r - if form_data.r - else request.app.state.config.RELEVANCE_THRESHOLD - ), + k_reranker=form_data.k_reranker or request.app.state.config.TOP_K_RERANKER, + r=(form_data.r if form_data.r else request.app.state.config.RELEVANCE_THRESHOLD), hybrid_bm25_weight=( form_data.hybrid_bm25_weight if form_data.hybrid_bm25_weight @@ -2655,6 +2466,7 @@ async def query_collection_handler( ) else: return await query_collection( + request, collection_names=form_data.collection_names, queries=[form_data.query], embedding_function=lambda query, prefix: request.app.state.EMBEDDING_FUNCTION( @@ -2683,15 +2495,15 @@ class DeleteForm(BaseModel): file_id: str -@router.post("/delete") -def delete_entries_from_collection( +@router.post('/delete') +async def delete_entries_from_collection( form_data: DeleteForm, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): try: if VECTOR_DB_CLIENT.has_collection(collection_name=form_data.collection_name): - file = Files.get_file_by_id(form_data.file_id, db=db) + file = await Files.get_file_by_id(form_data.file_id, db=db) if not file: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -2701,25 +2513,25 @@ def delete_entries_from_collection( VECTOR_DB_CLIENT.delete( collection_name=form_data.collection_name, - metadata={"hash": hash}, + metadata={'hash': hash}, ) - return {"status": True} + return {'status': True} else: - return {"status": False} + return {'status': False} except Exception as e: log.exception(e) - return {"status": False} + return {'status': False} -@router.post("/reset/db") -def reset_vector_db(user=Depends(get_admin_user), db: Session = Depends(get_session)): +@router.post('/reset/db') +async def reset_vector_db(user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): VECTOR_DB_CLIENT.reset() - Knowledges.delete_all_knowledge(db=db) + await Knowledges.delete_all_knowledge(db=db) -@router.post("/reset/uploads") -def reset_upload_dir(user=Depends(get_admin_user)) -> bool: - folder = f"{UPLOAD_DIR}" +@router.post('/reset/uploads') +async def reset_upload_dir(user=Depends(get_admin_user)) -> bool: + folder = f'{UPLOAD_DIR}' try: # Check if the directory exists if os.path.exists(folder): @@ -2732,23 +2544,19 @@ def reset_upload_dir(user=Depends(get_admin_user)) -> bool: elif os.path.isdir(file_path): shutil.rmtree(file_path) # Remove the directory except Exception as e: - log.exception(f"Failed to delete {file_path}. Reason: {e}") + log.exception(f'Failed to delete {file_path}. Reason: {e}') else: - log.warning(f"The directory {folder} does not exist") + log.warning(f'The directory {folder} does not exist') except Exception as e: - log.exception(f"Failed to process the directory {folder}. Reason: {e}") + log.exception(f'Failed to process the directory {folder}. Reason: {e}') return True -if ENV == "dev": +if ENV == 'dev': - @router.get("/ef/{text}") - async def get_embeddings(request: Request, text: Optional[str] = "Hello World!"): - return { - "result": await request.app.state.EMBEDDING_FUNCTION( - text, prefix=RAG_EMBEDDING_QUERY_PREFIX - ) - } + @router.get('/ef/{text}') + async def get_embeddings(request: Request, text: Optional[str] = 'Hello World!'): + return {'result': await request.app.state.EMBEDDING_FUNCTION(text, prefix=RAG_EMBEDDING_QUERY_PREFIX)} class BatchProcessFilesForm(BaseModel): @@ -2767,16 +2575,17 @@ class BatchProcessFilesResponse(BaseModel): errors: List[BatchProcessFilesResult] -@router.post("/process/files/batch") +@router.post('/process/files/batch') async def process_files_batch( request: Request, form_data: BatchProcessFilesForm, user=Depends(get_verified_user), + db=None, ) -> BatchProcessFilesResponse: """ Process a batch of files and save them to the vector database. - NOTE: We intentionally do NOT use Depends(get_session) here. + NOTE: We intentionally do NOT use Depends(get_async_session) here. The save_docs_to_vector_db() call makes external embedding API calls which can take 5-60+ seconds for batch operations. Database operations after embedding (Files.update_file_by_id) manage their own short-lived sessions. @@ -2794,36 +2603,36 @@ async def process_files_batch( for file in form_data.files: try: # Ownership check: verify the requesting user owns the file or is an admin - db_file = Files.get_file_by_id(file.id) + db_file = await Files.get_file_by_id(file.id, db=db) if not db_file: file_errors.append( BatchProcessFilesResult( file_id=file.id, - status="failed", - error="File not found", + status='failed', + error='File not found', ) ) continue - if db_file.user_id != user.id and user.role != "admin": + if db_file.user_id != user.id and user.role != 'admin': file_errors.append( BatchProcessFilesResult( file_id=file.id, - status="failed", - error="Permission denied: not file owner", + status='failed', + error='Permission denied: not file owner', ) ) continue - text_content = file.data.get("content", "") + text_content = file.data.get('content', '') docs: List[Document] = [ Document( - page_content=text_content.replace("
", "\n"), + page_content=text_content.replace('
', '\n'), metadata={ **file.meta, - "name": file.filename, - "created_by": file.user_id, - "file_id": file.id, - "source": file.filename, + 'name': file.filename, + 'created_by': file.user_id, + 'file_id': file.id, + 'source': file.filename, }, ) ] @@ -2833,18 +2642,14 @@ async def process_files_batch( file_updates.append( FileUpdateForm( hash=calculate_sha256_string(text_content), - data={"content": text_content}, + data={'content': text_content}, ) ) - file_results.append( - BatchProcessFilesResult(file_id=file.id, status="prepared") - ) + file_results.append(BatchProcessFilesResult(file_id=file.id, status='prepared')) except Exception as e: - log.error(f"process_files_batch: Error processing file {file.id}: {str(e)}") - file_errors.append( - BatchProcessFilesResult(file_id=file.id, status="failed", error=str(e)) - ) + log.error(f'process_files_batch: Error processing file {file.id}: {str(e)}') + file_errors.append(BatchProcessFilesResult(file_id=file.id, status='failed', error=str(e))) # Save all documents in one batch if all_docs: @@ -2860,19 +2665,13 @@ async def process_files_batch( # Update all files with collection name for file_update, file_result in zip(file_updates, file_results): - Files.update_file_by_id(id=file_result.file_id, form_data=file_update) - file_result.status = "completed" + await Files.update_file_by_id(id=file_result.file_id, form_data=file_update, db=db) + file_result.status = 'completed' except Exception as e: - log.error( - f"process_files_batch: Error saving documents to vector DB: {str(e)}" - ) + log.error(f'process_files_batch: Error saving documents to vector DB: {str(e)}') for file_result in file_results: - file_result.status = "failed" - file_errors.append( - BatchProcessFilesResult( - file_id=file_result.file_id, status="failed", error=str(e) - ) - ) + file_result.status = 'failed' + file_errors.append(BatchProcessFilesResult(file_id=file_result.file_id, status='failed', error=str(e))) return BatchProcessFilesResponse(results=file_results, errors=file_errors) diff --git a/backend/open_webui/routers/scim.py b/backend/open_webui/routers/scim.py index 4d56a7e97f..75f45bcaf9 100644 --- a/backend/open_webui/routers/scim.py +++ b/backend/open_webui/routers/scim.py @@ -5,6 +5,7 @@ Provides System for Cross-domain Identity Management endpoints for users and gro NOTE: This is an experimental implementation and may not fully comply with SCIM 2.0 standards, and is subject to change. """ +import hmac import logging import uuid import time @@ -29,40 +30,40 @@ from open_webui.config import OAUTH_PROVIDERS from open_webui.env import SCIM_AUTH_PROVIDER -from sqlalchemy.orm import Session -from open_webui.internal.db import get_session +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import get_async_session log = logging.getLogger(__name__) router = APIRouter() # SCIM 2.0 Schema URIs -SCIM_USER_SCHEMA = "urn:ietf:params:scim:schemas:core:2.0:User" -SCIM_GROUP_SCHEMA = "urn:ietf:params:scim:schemas:core:2.0:Group" -SCIM_LIST_RESPONSE_SCHEMA = "urn:ietf:params:scim:api:messages:2.0:ListResponse" -SCIM_ERROR_SCHEMA = "urn:ietf:params:scim:api:messages:2.0:Error" +SCIM_USER_SCHEMA = 'urn:ietf:params:scim:schemas:core:2.0:User' +SCIM_GROUP_SCHEMA = 'urn:ietf:params:scim:schemas:core:2.0:Group' +SCIM_LIST_RESPONSE_SCHEMA = 'urn:ietf:params:scim:api:messages:2.0:ListResponse' +SCIM_ERROR_SCHEMA = 'urn:ietf:params:scim:api:messages:2.0:Error' # SCIM Resource Types -SCIM_RESOURCE_TYPE_USER = "User" -SCIM_RESOURCE_TYPE_GROUP = "Group" +SCIM_RESOURCE_TYPE_USER = 'User' +SCIM_RESOURCE_TYPE_GROUP = 'Group' def scim_error(status_code: int, detail: str, scim_type: Optional[str] = None): """Create a SCIM-compliant error response""" error_body = { - "schemas": [SCIM_ERROR_SCHEMA], - "status": str(status_code), - "detail": detail, + 'schemas': [SCIM_ERROR_SCHEMA], + 'status': str(status_code), + 'detail': detail, } if scim_type: - error_body["scimType"] = scim_type + error_body['scimType'] = scim_type elif status_code == 404: - error_body["scimType"] = "invalidValue" + error_body['scimType'] = 'invalidValue' elif status_code == 409: - error_body["scimType"] = "uniqueness" + error_body['scimType'] = 'uniqueness' elif status_code == 400: - error_body["scimType"] = "invalidSyntax" + error_body['scimType'] = 'invalidSyntax' return JSONResponse(status_code=status_code, content=error_body) @@ -101,7 +102,7 @@ class SCIMEmail(BaseModel): """SCIM Email""" value: str - type: Optional[str] = "work" + type: Optional[str] = 'work' primary: bool = True display: Optional[str] = None @@ -110,7 +111,7 @@ class SCIMPhoto(BaseModel): """SCIM Photo""" value: str - type: Optional[str] = "photo" + type: Optional[str] = 'photo' primary: bool = True display: Optional[str] = None @@ -119,8 +120,8 @@ class SCIMGroupMember(BaseModel): """SCIM Group Member""" value: str # User ID - ref: Optional[str] = Field(None, alias="$ref") - type: Optional[str] = "User" + ref: Optional[str] = Field(None, alias='$ref') + type: Optional[str] = 'User' display: Optional[str] = None @@ -227,13 +228,11 @@ class SCIMPatchOperation(BaseModel): class SCIMPatchRequest(BaseModel): """SCIM Patch Request""" - schemas: List[str] = ["urn:ietf:params:scim:api:messages:2.0:PatchOp"] + schemas: List[str] = ['urn:ietf:params:scim:api:messages:2.0:PatchOp'] Operations: List[SCIMPatchOperation] -def get_scim_auth( - request: Request, authorization: Optional[str] = Header(None) -) -> bool: +def get_scim_auth(request: Request, authorization: Optional[str] = Header(None)) -> bool: """ Verify SCIM authentication Checks for SCIM-specific bearer token configured in the system @@ -241,8 +240,8 @@ def get_scim_auth( if not authorization: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="Authorization header required", - headers={"WWW-Authenticate": "Bearer"}, + detail='Authorization header required', + headers={'WWW-Authenticate': 'Bearer'}, ) try: @@ -250,42 +249,40 @@ def get_scim_auth( if len(parts) != 2: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="Invalid authorization format. Expected: Bearer ", + detail='Invalid authorization format. Expected: Bearer ', ) scheme, token = parts - if scheme.lower() != "bearer": + if scheme.lower() != 'bearer': raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="Invalid authentication scheme", + detail='Invalid authentication scheme', ) # Check if SCIM is enabled - enable_scim = getattr(request.app.state, "ENABLE_SCIM", False) - log.info( - f"SCIM auth check - raw ENABLE_SCIM: {enable_scim}, type: {type(enable_scim)}" - ) + enable_scim = getattr(request.app.state, 'ENABLE_SCIM', False) + log.info(f'SCIM auth check - raw ENABLE_SCIM: {enable_scim}, type: {type(enable_scim)}') # Handle both PersistentConfig and direct value - if hasattr(enable_scim, "value"): + if hasattr(enable_scim, 'value'): enable_scim = enable_scim.value if not enable_scim: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, - detail="SCIM is not enabled", + detail='SCIM is not enabled', ) # Verify the SCIM token - scim_token = getattr(request.app.state, "SCIM_TOKEN", None) + scim_token = getattr(request.app.state, 'SCIM_TOKEN', None) # Handle both PersistentConfig and direct value - if hasattr(scim_token, "value"): + if hasattr(scim_token, 'value'): scim_token = scim_token.value - log.debug(f"SCIM token configured: {bool(scim_token)}") - if not scim_token or token != scim_token: + log.debug(f'SCIM token configured: {bool(scim_token)}') + if not scim_token or not hmac.compare_digest(token, scim_token): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="Invalid SCIM token", + detail='Invalid SCIM token', ) return True @@ -293,13 +290,13 @@ def get_scim_auth( # Re-raise HTTP exceptions as-is raise except Exception as e: - log.error(f"SCIM authentication error: {e}") + log.error(f'SCIM authentication error: {e}') import traceback - log.error(f"Traceback: {traceback.format_exc()}") + log.error(f'Traceback: {traceback.format_exc()}') raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="Authentication failed", + detail='Authentication failed', ) @@ -311,8 +308,8 @@ def get_external_id(user: UserModel) -> Optional[str]: if not user.scim: return None for provider_data in user.scim.values(): - if isinstance(provider_data, dict) and "external_id" in provider_data: - return provider_data["external_id"] + if isinstance(provider_data, dict) and 'external_id' in provider_data: + return provider_data['external_id'] return None @@ -324,37 +321,37 @@ def get_scim_provider() -> str: if not SCIM_AUTH_PROVIDER: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="SCIM_AUTH_PROVIDER environment variable is required when SCIM is enabled", + detail='SCIM_AUTH_PROVIDER environment variable is required when SCIM is enabled', ) return SCIM_AUTH_PROVIDER -def find_user_by_external_id(external_id: str, db=None) -> Optional[UserModel]: +async def find_user_by_external_id(external_id: str, db=None) -> Optional[UserModel]: """Find a user by SCIM externalId, falling back to OAuth sub match.""" provider = get_scim_provider() - user = Users.get_user_by_scim_external_id(provider, external_id, db=db) + user = await Users.get_user_by_scim_external_id(provider, external_id, db=db) if user: return user # Fallback: check if externalId matches an existing OAuth sub (account linking) - return Users.get_user_by_oauth_sub(provider, external_id, db=db) + return await Users.get_user_by_oauth_sub(provider, external_id, db=db) -def user_to_scim(user: UserModel, request: Request, db=None) -> SCIMUser: +async def user_to_scim(user: UserModel, request: Request, db=None) -> SCIMUser: """Convert internal User model to SCIM User""" # Parse display name into name components - name_parts = user.name.split(" ", 1) if user.name else ["", ""] - given_name = name_parts[0] if name_parts else "" - family_name = name_parts[1] if len(name_parts) > 1 else "" + name_parts = user.name.split(' ', 1) if user.name else ['', ''] + given_name = name_parts[0] if name_parts else '' + family_name = name_parts[1] if len(name_parts) > 1 else '' # Get user's groups - user_groups = Groups.get_groups_by_member_id(user.id, db=db) + user_groups = await Groups.get_groups_by_member_id(user.id, db=db) groups = [ { - "value": group.id, - "display": group.name, - "$ref": f"{request.base_url}api/v1/scim/v2/Groups/{group.id}", - "type": "direct", + 'value': group.id, + 'display': group.name, + '$ref': f'{request.base_url}api/v1/scim/v2/Groups/{group.id}', + 'type': 'direct', } for group in user_groups ] @@ -370,36 +367,28 @@ def user_to_scim(user: UserModel, request: Request, db=None) -> SCIMUser: ), displayName=user.name, emails=[SCIMEmail(value=user.email)], - active=user.role != "pending", - photos=( - [SCIMPhoto(value=user.profile_image_url)] - if user.profile_image_url - else None - ), + active=user.role != 'pending', + photos=([SCIMPhoto(value=user.profile_image_url)] if user.profile_image_url else None), groups=groups if groups else None, meta=SCIMMeta( resourceType=SCIM_RESOURCE_TYPE_USER, - created=datetime.fromtimestamp( - user.created_at, tz=timezone.utc - ).isoformat(), - lastModified=datetime.fromtimestamp( - user.updated_at, tz=timezone.utc - ).isoformat(), - location=f"{request.base_url}api/v1/scim/v2/Users/{user.id}", + created=datetime.fromtimestamp(user.created_at, tz=timezone.utc).isoformat(), + lastModified=datetime.fromtimestamp(user.updated_at, tz=timezone.utc).isoformat(), + location=f'{request.base_url}api/v1/scim/v2/Users/{user.id}', ), ) -def group_to_scim(group: GroupModel, request: Request, db=None) -> SCIMGroup: +async def group_to_scim(group: GroupModel, request: Request, db=None) -> SCIMGroup: """Convert internal Group model to SCIM Group""" - member_ids = Groups.get_group_user_ids_by_id(group.id, db) or [] + member_ids = await Groups.get_group_user_ids_by_id(group.id, db) or [] # Batch-fetch all users to avoid N+1 queries - users = Users.get_users_by_user_ids(member_ids, db=db) if member_ids else [] + users = await Users.get_users_by_user_ids(member_ids, db=db) if member_ids else [] members = [ SCIMGroupMember( value=user.id, - ref=f"{request.base_url}api/v1/scim/v2/Users/{user.id}", + ref=f'{request.base_url}api/v1/scim/v2/Users/{user.id}', display=user.name, ) for user in users @@ -411,108 +400,104 @@ def group_to_scim(group: GroupModel, request: Request, db=None) -> SCIMGroup: members=members, meta=SCIMMeta( resourceType=SCIM_RESOURCE_TYPE_GROUP, - created=datetime.fromtimestamp( - group.created_at, tz=timezone.utc - ).isoformat(), - lastModified=datetime.fromtimestamp( - group.updated_at, tz=timezone.utc - ).isoformat(), - location=f"{request.base_url}api/v1/scim/v2/Groups/{group.id}", + created=datetime.fromtimestamp(group.created_at, tz=timezone.utc).isoformat(), + lastModified=datetime.fromtimestamp(group.updated_at, tz=timezone.utc).isoformat(), + location=f'{request.base_url}api/v1/scim/v2/Groups/{group.id}', ), ) # SCIM Service Provider Config -@router.get("/ServiceProviderConfig") +@router.get('/ServiceProviderConfig') async def get_service_provider_config(): """Get SCIM Service Provider Configuration""" return { - "schemas": ["urn:ietf:params:scim:schemas:core:2.0:ServiceProviderConfig"], - "patch": {"supported": True}, - "bulk": {"supported": False, "maxOperations": 1000, "maxPayloadSize": 1048576}, - "filter": {"supported": True, "maxResults": 200}, - "changePassword": {"supported": False}, - "sort": {"supported": False}, - "etag": {"supported": False}, - "authenticationSchemes": [ + 'schemas': ['urn:ietf:params:scim:schemas:core:2.0:ServiceProviderConfig'], + 'patch': {'supported': True}, + 'bulk': {'supported': False, 'maxOperations': 1000, 'maxPayloadSize': 1048576}, + 'filter': {'supported': True, 'maxResults': 200}, + 'changePassword': {'supported': False}, + 'sort': {'supported': False}, + 'etag': {'supported': False}, + 'authenticationSchemes': [ { - "type": "oauthbearertoken", - "name": "OAuth Bearer Token", - "description": "Authentication using OAuth 2.0 Bearer Token", + 'type': 'oauthbearertoken', + 'name': 'OAuth Bearer Token', + 'description': 'Authentication using OAuth 2.0 Bearer Token', } ], } # SCIM Resource Types -@router.get("/ResourceTypes") +@router.get('/ResourceTypes') async def get_resource_types(request: Request): """Get SCIM Resource Types""" return [ { - "schemas": ["urn:ietf:params:scim:schemas:core:2.0:ResourceType"], - "id": "User", - "name": "User", - "endpoint": "/Users", - "schema": SCIM_USER_SCHEMA, - "meta": { - "location": f"{request.base_url}api/v1/scim/v2/ResourceTypes/User", - "resourceType": "ResourceType", + 'schemas': ['urn:ietf:params:scim:schemas:core:2.0:ResourceType'], + 'id': 'User', + 'name': 'User', + 'endpoint': '/Users', + 'schema': SCIM_USER_SCHEMA, + 'meta': { + 'location': f'{request.base_url}api/v1/scim/v2/ResourceTypes/User', + 'resourceType': 'ResourceType', }, }, { - "schemas": ["urn:ietf:params:scim:schemas:core:2.0:ResourceType"], - "id": "Group", - "name": "Group", - "endpoint": "/Groups", - "schema": SCIM_GROUP_SCHEMA, - "meta": { - "location": f"{request.base_url}api/v1/scim/v2/ResourceTypes/Group", - "resourceType": "ResourceType", + 'schemas': ['urn:ietf:params:scim:schemas:core:2.0:ResourceType'], + 'id': 'Group', + 'name': 'Group', + 'endpoint': '/Groups', + 'schema': SCIM_GROUP_SCHEMA, + 'meta': { + 'location': f'{request.base_url}api/v1/scim/v2/ResourceTypes/Group', + 'resourceType': 'ResourceType', }, }, ] # SCIM Schemas -@router.get("/Schemas") +@router.get('/Schemas') async def get_schemas(): """Get SCIM Schemas""" return [ { - "schemas": ["urn:ietf:params:scim:schemas:core:2.0:Schema"], - "id": SCIM_USER_SCHEMA, - "name": "User", - "description": "User Account", - "attributes": [ + 'schemas': ['urn:ietf:params:scim:schemas:core:2.0:Schema'], + 'id': SCIM_USER_SCHEMA, + 'name': 'User', + 'description': 'User Account', + 'attributes': [ { - "name": "userName", - "type": "string", - "required": True, - "uniqueness": "server", + 'name': 'userName', + 'type': 'string', + 'required': True, + 'uniqueness': 'server', }, - {"name": "displayName", "type": "string", "required": True}, + {'name': 'displayName', 'type': 'string', 'required': True}, { - "name": "emails", - "type": "complex", - "multiValued": True, - "required": True, + 'name': 'emails', + 'type': 'complex', + 'multiValued': True, + 'required': True, }, - {"name": "active", "type": "boolean", "required": False}, + {'name': 'active', 'type': 'boolean', 'required': False}, ], }, { - "schemas": ["urn:ietf:params:scim:schemas:core:2.0:Schema"], - "id": SCIM_GROUP_SCHEMA, - "name": "Group", - "description": "Group", - "attributes": [ - {"name": "displayName", "type": "string", "required": True}, + 'schemas': ['urn:ietf:params:scim:schemas:core:2.0:Schema'], + 'id': SCIM_GROUP_SCHEMA, + 'name': 'Group', + 'description': 'Group', + 'attributes': [ + {'name': 'displayName', 'type': 'string', 'required': True}, { - "name": "members", - "type": "complex", - "multiValued": True, - "required": False, + 'name': 'members', + 'type': 'complex', + 'multiValued': True, + 'required': False, }, ], }, @@ -520,14 +505,14 @@ async def get_schemas(): # Users endpoints -@router.get("/Users", response_model=SCIMListResponse) +@router.get('/Users', response_model=SCIMListResponse) async def get_users( request: Request, startIndex: int = Query(1), count: int = Query(20), filter: Optional[str] = None, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """List SCIM Users""" # Clamp per SCIM 2.0 spec (RFC 7644 §3.4.2.4): @@ -540,27 +525,27 @@ async def get_users( # Get users from database if filter: # Simple filter parsing - supports userName eq, externalId eq - if "userName eq" in filter: + if 'userName eq' in filter: email = filter.split('"')[1] - user = Users.get_user_by_email(email, db=db) + user = await Users.get_user_by_email(email, db=db) users_list = [user] if user else [] total = 1 if user else 0 - elif "externalId eq" in filter: + elif 'externalId eq' in filter: external_id = filter.split('"')[1] - user = find_user_by_external_id(external_id, db=db) + user = await find_user_by_external_id(external_id, db=db) users_list = [user] if user else [] total = 1 if user else 0 else: - response = Users.get_users(skip=skip, limit=limit, db=db) - users_list = response["users"] - total = response["total"] + response = await Users.get_users(skip=skip, limit=limit, db=db) + users_list = response['users'] + total = response['total'] else: - response = Users.get_users(skip=skip, limit=limit, db=db) - users_list = response["users"] - total = response["total"] + response = await Users.get_users(skip=skip, limit=limit, db=db) + users_list = response['users'] + total = response['total'] # Convert to SCIM format - scim_users = [user_to_scim(user, request, db=db) for user in users_list] + scim_users = [await user_to_scim(user, request, db=db) for user in users_list] return SCIMListResponse( totalResults=total, @@ -570,38 +555,36 @@ async def get_users( ) -@router.get("/Users/{user_id}", response_model=SCIMUser) +@router.get('/Users/{user_id}', response_model=SCIMUser) async def get_user( user_id: str, request: Request, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get SCIM User by ID""" - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) if not user: - return scim_error( - status_code=status.HTTP_404_NOT_FOUND, detail=f"User {user_id} not found" - ) + return scim_error(status_code=status.HTTP_404_NOT_FOUND, detail=f'User {user_id} not found') - return user_to_scim(user, request, db=db) + return await user_to_scim(user, request, db=db) -@router.post("/Users", response_model=SCIMUser, status_code=status.HTTP_201_CREATED) +@router.post('/Users', response_model=SCIMUser, status_code=status.HTTP_201_CREATED) async def create_user( request: Request, user_data: SCIMUserCreateRequest, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Create SCIM User""" # Check for duplicate by externalId if user_data.externalId: - existing_user = find_user_by_external_id(user_data.externalId, db=db) + existing_user = await find_user_by_external_id(user_data.externalId, db=db) if existing_user: raise HTTPException( status_code=status.HTTP_409_CONFLICT, - detail=f"User with externalId {user_data.externalId} already exists", + detail=f'User with externalId {user_data.externalId} already exists', ) # Determine primary email (lowercased per RFC 5321) @@ -613,11 +596,11 @@ async def create_user( email = email.lower() # Check for duplicate by email - existing_user = Users.get_user_by_email(email, db=db) + existing_user = await Users.get_user_by_email(email, db=db) if existing_user: raise HTTPException( status_code=status.HTTP_409_CONFLICT, - detail=f"User with email {email} already exists", + detail=f'User with email {email} already exists', ) # Create user @@ -629,108 +612,106 @@ async def create_user( if user_data.name.formatted: name = user_data.name.formatted elif user_data.name.givenName or user_data.name.familyName: - name = f"{user_data.name.givenName or ''} {user_data.name.familyName or ''}".strip() + name = f'{user_data.name.givenName or ""} {user_data.name.familyName or ""}'.strip() # Get profile image if provided - profile_image = "/user.png" + profile_image = '/user.png' if user_data.photos and len(user_data.photos) > 0: profile_image = user_data.photos[0].value - new_user = Users.insert_new_user( + new_user = await Users.insert_new_user( id=user_id, name=name, email=email, profile_image_url=profile_image, - role="user" if user_data.active else "pending", + role='user' if user_data.active else 'pending', db=db, ) if not new_user: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to create user", + detail='Failed to create user', ) # Store externalId in the scim field if user_data.externalId: provider = get_scim_provider() - Users.update_user_scim_by_id(user_id, provider, user_data.externalId, db=db) - new_user = Users.get_user_by_id(user_id, db=db) + await Users.update_user_scim_by_id(user_id, provider, user_data.externalId, db=db) + new_user = await Users.get_user_by_id(user_id, db=db) - return user_to_scim(new_user, request, db=db) + return await user_to_scim(new_user, request, db=db) -@router.put("/Users/{user_id}", response_model=SCIMUser) +@router.put('/Users/{user_id}', response_model=SCIMUser) async def update_user( user_id: str, request: Request, user_data: SCIMUserUpdateRequest, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Update SCIM User (full update)""" - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) if not user: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail=f"User {user_id} not found", + detail=f'User {user_id} not found', ) # Build update dict update_data = {} if user_data.userName: - update_data["email"] = user_data.userName + update_data['email'] = user_data.userName if user_data.displayName: - update_data["name"] = user_data.displayName + update_data['name'] = user_data.displayName elif user_data.name: if user_data.name.formatted: - update_data["name"] = user_data.name.formatted + update_data['name'] = user_data.name.formatted elif user_data.name.givenName or user_data.name.familyName: - update_data["name"] = ( - f"{user_data.name.givenName or ''} {user_data.name.familyName or ''}".strip() - ) + update_data['name'] = f'{user_data.name.givenName or ""} {user_data.name.familyName or ""}'.strip() if user_data.emails and len(user_data.emails) > 0: - update_data["email"] = user_data.emails[0].value + update_data['email'] = user_data.emails[0].value if user_data.active is not None: - update_data["role"] = "user" if user_data.active else "pending" + update_data['role'] = 'user' if user_data.active else 'pending' if user_data.photos and len(user_data.photos) > 0: - update_data["profile_image_url"] = user_data.photos[0].value + update_data['profile_image_url'] = user_data.photos[0].value - updated_user = Users.update_user_by_id(user_id, update_data, db=db) + updated_user = await Users.update_user_by_id(user_id, update_data, db=db) if not updated_user: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to update user", + detail='Failed to update user', ) # Update externalId in the scim field if user_data.externalId: provider = get_scim_provider() - Users.update_user_scim_by_id(user_id, provider, user_data.externalId, db=db) - updated_user = Users.get_user_by_id(user_id, db=db) + await Users.update_user_scim_by_id(user_id, provider, user_data.externalId, db=db) + updated_user = await Users.get_user_by_id(user_id, db=db) - return user_to_scim(updated_user, request, db=db) + return await user_to_scim(updated_user, request, db=db) -@router.patch("/Users/{user_id}", response_model=SCIMUser) +@router.patch('/Users/{user_id}', response_model=SCIMUser) async def patch_user( user_id: str, request: Request, patch_data: SCIMPatchRequest, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Update SCIM User (partial update)""" - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) if not user: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail=f"User {user_id} not found", + detail=f'User {user_id} not found', ) update_data = {} @@ -740,69 +721,69 @@ async def patch_user( path = operation.path value = operation.value - if op == "replace": - if path == "active": - update_data["role"] = "user" if value else "pending" - elif path == "userName": - update_data["email"] = value - elif path == "displayName": - update_data["name"] = value - elif path == "emails[primary eq true].value": - update_data["email"] = value - elif path == "name.formatted": - update_data["name"] = value - elif path == "externalId": + if op == 'replace': + if path == 'active': + update_data['role'] = 'user' if value else 'pending' + elif path == 'userName': + update_data['email'] = value + elif path == 'displayName': + update_data['name'] = value + elif path == 'emails[primary eq true].value': + update_data['email'] = value + elif path == 'name.formatted': + update_data['name'] = value + elif path == 'externalId': provider = get_scim_provider() - Users.update_user_scim_by_id(user_id, provider, value, db=db) + await Users.update_user_scim_by_id(user_id, provider, value, db=db) # Update user if update_data: - updated_user = Users.update_user_by_id(user_id, update_data, db=db) + updated_user = await Users.update_user_by_id(user_id, update_data, db=db) if not updated_user: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to update user", + detail='Failed to update user', ) else: updated_user = user - return user_to_scim(updated_user, request, db=db) + return await user_to_scim(updated_user, request, db=db) -@router.delete("/Users/{user_id}", status_code=status.HTTP_204_NO_CONTENT) +@router.delete('/Users/{user_id}', status_code=status.HTTP_204_NO_CONTENT) async def delete_user( user_id: str, request: Request, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Delete SCIM User""" - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) if not user: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail=f"User {user_id} not found", + detail=f'User {user_id} not found', ) - success = Users.delete_user_by_id(user_id, db=db) + success = await Users.delete_user_by_id(user_id, db=db) if not success: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to delete user", + detail='Failed to delete user', ) return None # Groups endpoints -@router.get("/Groups", response_model=SCIMListResponse) +@router.get('/Groups', response_model=SCIMListResponse) async def get_groups( request: Request, startIndex: int = Query(1), count: int = Query(20), filter: Optional[str] = None, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """List SCIM Groups""" # Clamp per SCIM 2.0 spec (RFC 7644 §3.4.2.4): @@ -810,8 +791,17 @@ async def get_groups( startIndex = max(1, startIndex) count = max(0, min(100, count)) - # Get all groups - groups_list = Groups.get_all_groups(db=db) + # Get groups, applying filter if provided + if filter: + if 'displayName eq' in filter: + display_name = filter.split('"')[1] + group = await Groups.get_group_by_name(display_name, db=db) + groups_list = [group] if group else [] + else: + # Unrecognized filter — fall back to all groups + groups_list = await Groups.get_all_groups(db=db) + else: + groups_list = await Groups.get_all_groups(db=db) # Apply pagination total = len(groups_list) @@ -820,7 +810,7 @@ async def get_groups( paginated_groups = groups_list[start:end] # Convert to SCIM format - scim_groups = [group_to_scim(group, request, db=db) for group in paginated_groups] + scim_groups = [await group_to_scim(group, request, db=db) for group in paginated_groups] return SCIMListResponse( totalResults=total, @@ -830,30 +820,30 @@ async def get_groups( ) -@router.get("/Groups/{group_id}", response_model=SCIMGroup) +@router.get('/Groups/{group_id}', response_model=SCIMGroup) async def get_group( group_id: str, request: Request, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Get SCIM Group by ID""" - group = Groups.get_group_by_id(group_id, db=db) + group = await Groups.get_group_by_id(group_id, db=db) if not group: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail=f"Group {group_id} not found", + detail=f'Group {group_id} not found', ) - return group_to_scim(group, request, db=db) + return await group_to_scim(group, request, db=db) -@router.post("/Groups", response_model=SCIMGroup, status_code=status.HTTP_201_CREATED) +@router.post('/Groups', response_model=SCIMGroup, status_code=status.HTTP_201_CREATED) async def create_group( request: Request, group_data: SCIMGroupCreateRequest, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Create SCIM Group""" # Extract member IDs @@ -867,22 +857,22 @@ async def create_group( form = GroupForm( name=group_data.displayName, - description="", + description='', ) # Need to get the creating user's ID - we'll use the first admin - admin_user = Users.get_super_admin_user(db=db) + admin_user = await Users.get_super_admin_user(db=db) if not admin_user: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="No admin user found", + detail='No admin user found', ) - new_group = Groups.insert_new_group(admin_user.id, form, db=db) + new_group = await Groups.insert_new_group(admin_user.id, form, db=db) if not new_group: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to create group", + detail='Failed to create group', ) # Add members if provided @@ -894,28 +884,28 @@ async def create_group( description=new_group.description, ) - Groups.update_group_by_id(new_group.id, update_form, db=db) - Groups.set_group_user_ids_by_id(new_group.id, member_ids, db=db) + await Groups.update_group_by_id(new_group.id, update_form, db=db) + await Groups.set_group_user_ids_by_id(new_group.id, member_ids, db=db) - new_group = Groups.get_group_by_id(new_group.id, db=db) + new_group = await Groups.get_group_by_id(new_group.id, db=db) - return group_to_scim(new_group, request, db=db) + return await group_to_scim(new_group, request, db=db) -@router.put("/Groups/{group_id}", response_model=SCIMGroup) +@router.put('/Groups/{group_id}', response_model=SCIMGroup) async def update_group( group_id: str, request: Request, group_data: SCIMGroupUpdateRequest, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Update SCIM Group (full update)""" - group = Groups.get_group_by_id(group_id, db=db) + group = await Groups.get_group_by_id(group_id, db=db) if not group: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail=f"Group {group_id} not found", + detail=f'Group {group_id} not found', ) # Build update form @@ -929,33 +919,33 @@ async def update_group( # Handle members if provided if group_data.members is not None: member_ids = [member.value for member in group_data.members] - Groups.set_group_user_ids_by_id(group_id, member_ids, db=db) + await Groups.set_group_user_ids_by_id(group_id, member_ids, db=db) # Update group - updated_group = Groups.update_group_by_id(group_id, update_form, db=db) + updated_group = await Groups.update_group_by_id(group_id, update_form, db=db) if not updated_group: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to update group", + detail='Failed to update group', ) - return group_to_scim(updated_group, request, db=db) + return await group_to_scim(updated_group, request, db=db) -@router.patch("/Groups/{group_id}", response_model=SCIMGroup) +@router.patch('/Groups/{group_id}', response_model=SCIMGroup) async def patch_group( group_id: str, request: Request, patch_data: SCIMPatchRequest, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Update SCIM Group (partial update)""" - group = Groups.get_group_by_id(group_id, db=db) + group = await Groups.get_group_by_id(group_id, db=db) if not group: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail=f"Group {group_id} not found", + detail=f'Group {group_id} not found', ) from open_webui.models.groups import GroupUpdateForm @@ -970,61 +960,57 @@ async def patch_group( path = operation.path value = operation.value - if op == "replace": - if path == "displayName": + if op == 'replace': + if path == 'displayName': update_form.name = value - elif path == "members": + elif path == 'members': # Replace all members - Groups.set_group_user_ids_by_id( - group_id, [member["value"] for member in value], db=db - ) + await Groups.set_group_user_ids_by_id(group_id, [member['value'] for member in value], db=db) - elif op == "add": - if path == "members": + elif op == 'add': + if path == 'members': # Add members if isinstance(value, list): for member in value: - if isinstance(member, dict) and "value" in member: - Groups.add_users_to_group( - group_id, [member["value"]], db=db - ) - elif op == "remove": - if path and path.startswith("members[value eq"): + if isinstance(member, dict) and 'value' in member: + await Groups.add_users_to_group(group_id, [member['value']], db=db) + elif op == 'remove': + if path and path.startswith('members[value eq'): # Remove specific member member_id = path.split('"')[1] - Groups.remove_users_from_group(group_id, [member_id], db=db) + await Groups.remove_users_from_group(group_id, [member_id], db=db) # Update group - updated_group = Groups.update_group_by_id(group_id, update_form, db=db) + updated_group = await Groups.update_group_by_id(group_id, update_form, db=db) if not updated_group: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to update group", + detail='Failed to update group', ) - return group_to_scim(updated_group, request, db=db) + return await group_to_scim(updated_group, request, db=db) -@router.delete("/Groups/{group_id}", status_code=status.HTTP_204_NO_CONTENT) +@router.delete('/Groups/{group_id}', status_code=status.HTTP_204_NO_CONTENT) async def delete_group( group_id: str, request: Request, _: bool = Depends(get_scim_auth), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): """Delete SCIM Group""" - group = Groups.get_group_by_id(group_id, db=db) + group = await Groups.get_group_by_id(group_id, db=db) if not group: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail=f"Group {group_id} not found", + detail=f'Group {group_id} not found', ) - success = Groups.delete_group_by_id(group_id, db=db) + success = await Groups.delete_group_by_id(group_id, db=db) if not success: raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Failed to delete group", + detail='Failed to delete group', ) return None diff --git a/backend/open_webui/routers/skills.py b/backend/open_webui/routers/skills.py index e18b561321..490d1706d5 100644 --- a/backend/open_webui/routers/skills.py +++ b/backend/open_webui/routers/skills.py @@ -5,9 +5,9 @@ from open_webui.models.groups import Groups from pydantic import BaseModel from fastapi import APIRouter, Depends, HTTPException, Request, status -from sqlalchemy.orm import Session +from sqlalchemy.ext.asyncio import AsyncSession -from open_webui.internal.db import get_session +from open_webui.internal.db import get_async_session from open_webui.models.skills import ( SkillForm, SkillModel, @@ -36,28 +36,26 @@ router = APIRouter() ############################ -@router.get("/", response_model=list[SkillUserResponse]) +@router.get('/', response_model=list[SkillUserResponse]) async def get_skills( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: - skills = Skills.get_skills(db=db) + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: + skills = await Skills.get_skills(db=db) else: - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id, db=db) - } - all_skills = Skills.get_skills(db=db) + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id, db=db)} + all_skills = await Skills.get_skills(db=db) skills = [ skill for skill in all_skills if skill.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, - permission="read", + permission='read', user_group_ids=user_group_ids, db=db, ) @@ -71,13 +69,13 @@ async def get_skills( ############################ -@router.get("/list", response_model=SkillAccessListResponse) +@router.get('/list', response_model=SkillAccessListResponse) async def get_skill_list( query: Optional[str] = None, view_option: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): limit = PAGE_ITEM_COUNT @@ -86,31 +84,31 @@ async def get_skill_list( filter = {} if query: - filter["query"] = query + filter['query'] = query if view_option: - filter["view_option"] = view_option + filter['view_option'] = view_option - if not (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL): - groups = Groups.get_groups_by_member_id(user.id, db=db) + if not (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL): + groups = await Groups.get_groups_by_member_id(user.id, db=db) if groups: - filter["group_ids"] = [group.id for group in groups] + filter['group_ids'] = [group.id for group in groups] - filter["user_id"] = user.id + filter['user_id'] = user.id - result = Skills.search_skills(user.id, filter=filter, skip=skip, limit=limit, db=db) + result = await Skills.search_skills(user.id, filter=filter, skip=skip, limit=limit, db=db) return SkillAccessListResponse( items=[ SkillAccessResponse( **skill.model_dump(), write_access=( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or user.id == skill.user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, - permission="write", + permission='write', db=db, ) ), @@ -126,15 +124,15 @@ async def get_skill_list( ############################ -@router.get("/export", response_model=list[SkillModel]) +@router.get('/export', response_model=list[SkillModel]) async def export_skills( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( + if user.role != 'admin' and not await has_permission( user.id, - "workspace.skills", + 'workspace.skills', request.app.state.config.USER_PERMISSIONS, db=db, ): @@ -143,10 +141,10 @@ async def export_skills( detail=ERROR_MESSAGES.UNAUTHORIZED, ) - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: - return Skills.get_skills(db=db) + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: + return await Skills.get_skills(db=db) else: - return Skills.get_skills_by_user_id(user.id, "read", db=db) + return await Skills.get_skills_by_user_id(user.id, 'read', db=db) ############################ @@ -154,24 +152,24 @@ async def export_skills( ############################ -@router.post("/create", response_model=Optional[SkillResponse]) +@router.post('/create', response_model=Optional[SkillResponse]) async def create_new_skill( request: Request, form_data: SkillForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( - user.id, "workspace.skills", request.app.state.config.USER_PERMISSIONS, db=db + if user.role != 'admin' and not await has_permission( + user.id, 'workspace.skills', request.app.state.config.USER_PERMISSIONS, db=db ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - form_data.id = form_data.id.lower().replace(" ", "-") + form_data.id = form_data.id.lower().replace(' ', '-') - existing = Skills.get_skill_by_id(form_data.id, db=db) + existing = await Skills.get_skill_by_id(form_data.id, db=db) if existing is not None: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -179,16 +177,16 @@ async def create_new_skill( ) try: - skill = Skills.insert_new_skill(user.id, form_data, db=db) + skill = await Skills.insert_new_skill(user.id, form_data, db=db) if skill: return skill else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error creating skill"), + detail=ERROR_MESSAGES.DEFAULT('Error creating skill'), ) except Exception as e: - log.exception(f"Failed to create skill: {e}") + log.exception(f'Failed to create skill: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(str(e)), @@ -200,34 +198,32 @@ async def create_new_skill( ############################ -@router.get("/id/{id}", response_model=Optional[SkillAccessResponse]) -async def get_skill_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - skill = Skills.get_skill_by_id(id, db=db) +@router.get('/id/{id}', response_model=Optional[SkillAccessResponse]) +async def get_skill_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + skill = await Skills.get_skill_by_id(id, db=db) if skill: if ( - user.role == "admin" + user.role == 'admin' or skill.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, - permission="read", + permission='read', db=db, ) ): return SkillAccessResponse( **skill.model_dump(), write_access=( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or user.id == skill.user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, - permission="write", + permission='write', db=db, ) ), @@ -249,15 +245,15 @@ async def get_skill_by_id( ############################ -@router.post("/id/{id}/update", response_model=Optional[SkillModel]) +@router.post('/id/{id}/update', response_model=Optional[SkillModel]) async def update_skill_by_id( request: Request, id: str, form_data: SkillForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - skill = Skills.get_skill_by_id(id, db=db) + skill = await Skills.get_skill_by_id(id, db=db) if not skill: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -266,14 +262,14 @@ async def update_skill_by_id( if ( skill.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -282,17 +278,17 @@ async def update_skill_by_id( try: updated = { - **form_data.model_dump(exclude={"id"}), + **form_data.model_dump(exclude={'id'}), } - skill = Skills.update_skill_by_id(id, updated, db=db) + skill = await Skills.update_skill_by_id(id, updated, db=db) if skill: return skill else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating skill"), + detail=ERROR_MESSAGES.DEFAULT('Error updating skill'), ) except Exception as e: raise HTTPException( @@ -310,15 +306,15 @@ class SkillAccessGrantsForm(BaseModel): access_grants: list[dict] -@router.post("/id/{id}/access/update", response_model=Optional[SkillModel]) +@router.post('/id/{id}/access/update', response_model=Optional[SkillModel]) async def update_skill_access_by_id( request: Request, id: str, form_data: SkillAccessGrantsForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - skill = Skills.get_skill_by_id(id, db=db) + skill = await Skills.get_skill_by_id(id, db=db) if not skill: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -327,31 +323,31 @@ async def update_skill_access_by_id( if ( skill.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - form_data.access_grants = filter_allowed_access_grants( + form_data.access_grants = await filter_allowed_access_grants( request.app.state.config.USER_PERMISSIONS, user.id, user.role, form_data.access_grants, - "sharing.public_skills", + 'sharing.public_skills', ) - AccessGrants.set_access_grants("skill", id, form_data.access_grants, db=db) + await AccessGrants.set_access_grants('skill', id, form_data.access_grants, db=db) - return Skills.get_skill_by_id(id, db=db) + return await Skills.get_skill_by_id(id, db=db) ############################ @@ -359,31 +355,29 @@ async def update_skill_access_by_id( ############################ -@router.post("/id/{id}/toggle", response_model=Optional[SkillModel]) -async def toggle_skill_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - skill = Skills.get_skill_by_id(id, db=db) +@router.post('/id/{id}/toggle', response_model=Optional[SkillModel]) +async def toggle_skill_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + skill = await Skills.get_skill_by_id(id, db=db) if skill: if ( - user.role == "admin" + user.role == 'admin' or skill.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, - permission="write", + permission='write', db=db, ) ): - skill = Skills.toggle_skill_by_id(id, db=db) + skill = await Skills.toggle_skill_by_id(id, db=db) if skill: return skill else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error toggling skill"), + detail=ERROR_MESSAGES.DEFAULT('Error toggling skill'), ) else: raise HTTPException( @@ -402,14 +396,14 @@ async def toggle_skill_by_id( ############################ -@router.delete("/id/{id}/delete", response_model=bool) +@router.delete('/id/{id}/delete', response_model=bool) async def delete_skill_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - skill = Skills.get_skill_by_id(id, db=db) + skill = await Skills.get_skill_by_id(id, db=db) if not skill: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -418,19 +412,19 @@ async def delete_skill_by_id( if ( skill.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - result = Skills.delete_skill_by_id(id, db=db) + result = await Skills.delete_skill_by_id(id, db=db) return result diff --git a/backend/open_webui/routers/tasks.py b/backend/open_webui/routers/tasks.py index f6404da05c..0bb5813e6f 100644 --- a/backend/open_webui/routers/tasks.py +++ b/backend/open_webui/routers/tasks.py @@ -52,36 +52,34 @@ class ActiveChatsForm(BaseModel): chat_ids: list[str] -@router.post("/active/chats") -async def check_active_chats( - request: Request, form_data: ActiveChatsForm, user=Depends(get_verified_user) -): +@router.post('/active/chats') +async def check_active_chats(request: Request, form_data: ActiveChatsForm, user=Depends(get_verified_user)): """Check which chat IDs have active tasks.""" from open_webui.tasks import get_active_chat_ids active = await get_active_chat_ids(request.app.state.redis, form_data.chat_ids) - return {"active_chat_ids": active} + return {'active_chat_ids': active} -@router.get("/config") +@router.get('/config') async def get_task_config(request: Request, user=Depends(get_verified_user)): return { - "TASK_MODEL": request.app.state.config.TASK_MODEL, - "TASK_MODEL_EXTERNAL": request.app.state.config.TASK_MODEL_EXTERNAL, - "TITLE_GENERATION_PROMPT_TEMPLATE": request.app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE, - "IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE": request.app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE, - "ENABLE_AUTOCOMPLETE_GENERATION": request.app.state.config.ENABLE_AUTOCOMPLETE_GENERATION, - "AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH": request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH, - "TAGS_GENERATION_PROMPT_TEMPLATE": request.app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE, - "FOLLOW_UP_GENERATION_PROMPT_TEMPLATE": request.app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE, - "ENABLE_FOLLOW_UP_GENERATION": request.app.state.config.ENABLE_FOLLOW_UP_GENERATION, - "ENABLE_TAGS_GENERATION": request.app.state.config.ENABLE_TAGS_GENERATION, - "ENABLE_TITLE_GENERATION": request.app.state.config.ENABLE_TITLE_GENERATION, - "ENABLE_SEARCH_QUERY_GENERATION": request.app.state.config.ENABLE_SEARCH_QUERY_GENERATION, - "ENABLE_RETRIEVAL_QUERY_GENERATION": request.app.state.config.ENABLE_RETRIEVAL_QUERY_GENERATION, - "QUERY_GENERATION_PROMPT_TEMPLATE": request.app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE, - "TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE": request.app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE, - "VOICE_MODE_PROMPT_TEMPLATE": request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE, + 'TASK_MODEL': request.app.state.config.TASK_MODEL, + 'TASK_MODEL_EXTERNAL': request.app.state.config.TASK_MODEL_EXTERNAL, + 'TITLE_GENERATION_PROMPT_TEMPLATE': request.app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE, + 'IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE': request.app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE, + 'ENABLE_AUTOCOMPLETE_GENERATION': request.app.state.config.ENABLE_AUTOCOMPLETE_GENERATION, + 'AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH': request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH, + 'TAGS_GENERATION_PROMPT_TEMPLATE': request.app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE, + 'FOLLOW_UP_GENERATION_PROMPT_TEMPLATE': request.app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE, + 'ENABLE_FOLLOW_UP_GENERATION': request.app.state.config.ENABLE_FOLLOW_UP_GENERATION, + 'ENABLE_TAGS_GENERATION': request.app.state.config.ENABLE_TAGS_GENERATION, + 'ENABLE_TITLE_GENERATION': request.app.state.config.ENABLE_TITLE_GENERATION, + 'ENABLE_SEARCH_QUERY_GENERATION': request.app.state.config.ENABLE_SEARCH_QUERY_GENERATION, + 'ENABLE_RETRIEVAL_QUERY_GENERATION': request.app.state.config.ENABLE_RETRIEVAL_QUERY_GENERATION, + 'QUERY_GENERATION_PROMPT_TEMPLATE': request.app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE, + 'TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE': request.app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE, + 'VOICE_MODE_PROMPT_TEMPLATE': request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE, } @@ -104,100 +102,73 @@ class TaskConfigForm(BaseModel): VOICE_MODE_PROMPT_TEMPLATE: Optional[str] -@router.post("/config/update") -async def update_task_config( - request: Request, form_data: TaskConfigForm, user=Depends(get_admin_user) -): +@router.post('/config/update') +async def update_task_config(request: Request, form_data: TaskConfigForm, user=Depends(get_admin_user)): request.app.state.config.TASK_MODEL = form_data.TASK_MODEL request.app.state.config.TASK_MODEL_EXTERNAL = form_data.TASK_MODEL_EXTERNAL request.app.state.config.ENABLE_TITLE_GENERATION = form_data.ENABLE_TITLE_GENERATION - request.app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE = ( - form_data.TITLE_GENERATION_PROMPT_TEMPLATE - ) + request.app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE = form_data.TITLE_GENERATION_PROMPT_TEMPLATE - request.app.state.config.ENABLE_FOLLOW_UP_GENERATION = ( - form_data.ENABLE_FOLLOW_UP_GENERATION - ) - request.app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE = ( - form_data.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE - ) + request.app.state.config.ENABLE_FOLLOW_UP_GENERATION = form_data.ENABLE_FOLLOW_UP_GENERATION + request.app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE = form_data.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE - request.app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE = ( - form_data.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE - ) + request.app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE = form_data.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE - request.app.state.config.ENABLE_AUTOCOMPLETE_GENERATION = ( - form_data.ENABLE_AUTOCOMPLETE_GENERATION - ) + request.app.state.config.ENABLE_AUTOCOMPLETE_GENERATION = form_data.ENABLE_AUTOCOMPLETE_GENERATION request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH = ( form_data.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH ) - request.app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE = ( - form_data.TAGS_GENERATION_PROMPT_TEMPLATE - ) + request.app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE = form_data.TAGS_GENERATION_PROMPT_TEMPLATE request.app.state.config.ENABLE_TAGS_GENERATION = form_data.ENABLE_TAGS_GENERATION - request.app.state.config.ENABLE_SEARCH_QUERY_GENERATION = ( - form_data.ENABLE_SEARCH_QUERY_GENERATION - ) - request.app.state.config.ENABLE_RETRIEVAL_QUERY_GENERATION = ( - form_data.ENABLE_RETRIEVAL_QUERY_GENERATION - ) + request.app.state.config.ENABLE_SEARCH_QUERY_GENERATION = form_data.ENABLE_SEARCH_QUERY_GENERATION + request.app.state.config.ENABLE_RETRIEVAL_QUERY_GENERATION = form_data.ENABLE_RETRIEVAL_QUERY_GENERATION - request.app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE = ( - form_data.QUERY_GENERATION_PROMPT_TEMPLATE - ) - request.app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE = ( - form_data.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE - ) + request.app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE = form_data.QUERY_GENERATION_PROMPT_TEMPLATE + request.app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE = form_data.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE - request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE = ( - form_data.VOICE_MODE_PROMPT_TEMPLATE - ) + request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE = form_data.VOICE_MODE_PROMPT_TEMPLATE return { - "TASK_MODEL": request.app.state.config.TASK_MODEL, - "TASK_MODEL_EXTERNAL": request.app.state.config.TASK_MODEL_EXTERNAL, - "ENABLE_TITLE_GENERATION": request.app.state.config.ENABLE_TITLE_GENERATION, - "TITLE_GENERATION_PROMPT_TEMPLATE": request.app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE, - "IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE": request.app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE, - "ENABLE_AUTOCOMPLETE_GENERATION": request.app.state.config.ENABLE_AUTOCOMPLETE_GENERATION, - "AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH": request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH, - "TAGS_GENERATION_PROMPT_TEMPLATE": request.app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE, - "ENABLE_TAGS_GENERATION": request.app.state.config.ENABLE_TAGS_GENERATION, - "ENABLE_FOLLOW_UP_GENERATION": request.app.state.config.ENABLE_FOLLOW_UP_GENERATION, - "FOLLOW_UP_GENERATION_PROMPT_TEMPLATE": request.app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE, - "ENABLE_SEARCH_QUERY_GENERATION": request.app.state.config.ENABLE_SEARCH_QUERY_GENERATION, - "ENABLE_RETRIEVAL_QUERY_GENERATION": request.app.state.config.ENABLE_RETRIEVAL_QUERY_GENERATION, - "QUERY_GENERATION_PROMPT_TEMPLATE": request.app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE, - "TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE": request.app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE, - "VOICE_MODE_PROMPT_TEMPLATE": request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE, + 'TASK_MODEL': request.app.state.config.TASK_MODEL, + 'TASK_MODEL_EXTERNAL': request.app.state.config.TASK_MODEL_EXTERNAL, + 'ENABLE_TITLE_GENERATION': request.app.state.config.ENABLE_TITLE_GENERATION, + 'TITLE_GENERATION_PROMPT_TEMPLATE': request.app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE, + 'IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE': request.app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE, + 'ENABLE_AUTOCOMPLETE_GENERATION': request.app.state.config.ENABLE_AUTOCOMPLETE_GENERATION, + 'AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH': request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH, + 'TAGS_GENERATION_PROMPT_TEMPLATE': request.app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE, + 'ENABLE_TAGS_GENERATION': request.app.state.config.ENABLE_TAGS_GENERATION, + 'ENABLE_FOLLOW_UP_GENERATION': request.app.state.config.ENABLE_FOLLOW_UP_GENERATION, + 'FOLLOW_UP_GENERATION_PROMPT_TEMPLATE': request.app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE, + 'ENABLE_SEARCH_QUERY_GENERATION': request.app.state.config.ENABLE_SEARCH_QUERY_GENERATION, + 'ENABLE_RETRIEVAL_QUERY_GENERATION': request.app.state.config.ENABLE_RETRIEVAL_QUERY_GENERATION, + 'QUERY_GENERATION_PROMPT_TEMPLATE': request.app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE, + 'TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE': request.app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE, + 'VOICE_MODE_PROMPT_TEMPLATE': request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE, } -@router.post("/title/completions") -async def generate_title( - request: Request, form_data: dict, user=Depends(get_verified_user) -): - +@router.post('/title/completions') +async def generate_title(request: Request, form_data: dict, user=Depends(get_verified_user)): if not request.app.state.config.ENABLE_TITLE_GENERATION: return JSONResponse( status_code=status.HTTP_200_OK, - content={"detail": "Title generation is disabled"}, + content={'detail': 'Title generation is disabled'}, ) - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS - model_id = form_data["model"] + model_id = form_data['model'] if model_id not in models: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="Model not found", + detail='Model not found', ) # Check if the user has a custom task model @@ -209,37 +180,33 @@ async def generate_title( models, ) - log.debug( - f"generating chat title using model {task_model_id} for user {user.email} " - ) + log.debug(f'generating chat title using model {task_model_id} for user {user.email} ') - if request.app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE != "": + if request.app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE != '': template = request.app.state.config.TITLE_GENERATION_PROMPT_TEMPLATE else: template = DEFAULT_TITLE_GENERATION_PROMPT_TEMPLATE - content = title_generation_template(template, form_data["messages"], user) + content = title_generation_template(template, form_data['messages'], user) - max_tokens = ( - models[task_model_id].get("info", {}).get("params", {}).get("max_tokens", 1000) - ) + max_tokens = models[task_model_id].get('info', {}).get('params', {}).get('max_tokens', 1000) payload = { - "model": task_model_id, - "messages": [{"role": "user", "content": content}], - "stream": False, + 'model': task_model_id, + 'messages': [{'role': 'user', 'content': content}], + 'stream': False, **( - {"max_tokens": max_tokens} - if models[task_model_id].get("owned_by") == "ollama" + {'max_tokens': max_tokens} + if models[task_model_id].get('owned_by') == 'ollama' else { - "max_completion_tokens": max_tokens, + 'max_completion_tokens': max_tokens, } ), - "metadata": { - **(request.state.metadata if hasattr(request.state, "metadata") else {}), - "task": str(TASKS.TITLE_GENERATION), - "task_body": form_data, - "chat_id": form_data.get("chat_id", None), + 'metadata': { + **(request.state.metadata if hasattr(request.state, 'metadata') else {}), + 'task': str(TASKS.TITLE_GENERATION), + 'task_body': form_data, + 'chat_id': form_data.get('chat_id', None), }, } @@ -252,36 +219,33 @@ async def generate_title( try: return await generate_chat_completion(request, form_data=payload, user=user) except Exception as e: - log.error("Exception occurred", exc_info=True) + log.error('Exception occurred', exc_info=True) return JSONResponse( status_code=status.HTTP_400_BAD_REQUEST, - content={"detail": "An internal error has occurred."}, + content={'detail': 'An internal error has occurred.'}, ) -@router.post("/follow_up/completions") -async def generate_follow_ups( - request: Request, form_data: dict, user=Depends(get_verified_user) -): - +@router.post('/follow_up/completions') +async def generate_follow_ups(request: Request, form_data: dict, user=Depends(get_verified_user)): if not request.app.state.config.ENABLE_FOLLOW_UP_GENERATION: return JSONResponse( status_code=status.HTTP_200_OK, - content={"detail": "Follow-up generation is disabled"}, + content={'detail': 'Follow-up generation is disabled'}, ) - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS - model_id = form_data["model"] + model_id = form_data['model'] if model_id not in models: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="Model not found", + detail='Model not found', ) # Check if the user has a custom task model @@ -293,26 +257,24 @@ async def generate_follow_ups( models, ) - log.debug( - f"generating chat title using model {task_model_id} for user {user.email} " - ) + log.debug(f'generating chat title using model {task_model_id} for user {user.email} ') - if request.app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE != "": + if request.app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE != '': template = request.app.state.config.FOLLOW_UP_GENERATION_PROMPT_TEMPLATE else: template = DEFAULT_FOLLOW_UP_GENERATION_PROMPT_TEMPLATE - content = follow_up_generation_template(template, form_data["messages"], user) + content = follow_up_generation_template(template, form_data['messages'], user) payload = { - "model": task_model_id, - "messages": [{"role": "user", "content": content}], - "stream": False, - "metadata": { - **(request.state.metadata if hasattr(request.state, "metadata") else {}), - "task": str(TASKS.FOLLOW_UP_GENERATION), - "task_body": form_data, - "chat_id": form_data.get("chat_id", None), + 'model': task_model_id, + 'messages': [{'role': 'user', 'content': content}], + 'stream': False, + 'metadata': { + **(request.state.metadata if hasattr(request.state, 'metadata') else {}), + 'task': str(TASKS.FOLLOW_UP_GENERATION), + 'task_body': form_data, + 'chat_id': form_data.get('chat_id', None), }, } @@ -325,36 +287,33 @@ async def generate_follow_ups( try: return await generate_chat_completion(request, form_data=payload, user=user) except Exception as e: - log.error("Exception occurred", exc_info=True) + log.error('Exception occurred', exc_info=True) return JSONResponse( status_code=status.HTTP_400_BAD_REQUEST, - content={"detail": "An internal error has occurred."}, + content={'detail': 'An internal error has occurred.'}, ) -@router.post("/tags/completions") -async def generate_chat_tags( - request: Request, form_data: dict, user=Depends(get_verified_user) -): - +@router.post('/tags/completions') +async def generate_chat_tags(request: Request, form_data: dict, user=Depends(get_verified_user)): if not request.app.state.config.ENABLE_TAGS_GENERATION: return JSONResponse( status_code=status.HTTP_200_OK, - content={"detail": "Tags generation is disabled"}, + content={'detail': 'Tags generation is disabled'}, ) - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS - model_id = form_data["model"] + model_id = form_data['model'] if model_id not in models: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="Model not found", + detail='Model not found', ) # Check if the user has a custom task model @@ -366,26 +325,24 @@ async def generate_chat_tags( models, ) - log.debug( - f"generating chat tags using model {task_model_id} for user {user.email} " - ) + log.debug(f'generating chat tags using model {task_model_id} for user {user.email} ') - if request.app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE != "": + if request.app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE != '': template = request.app.state.config.TAGS_GENERATION_PROMPT_TEMPLATE else: template = DEFAULT_TAGS_GENERATION_PROMPT_TEMPLATE - content = tags_generation_template(template, form_data["messages"], user) + content = tags_generation_template(template, form_data['messages'], user) payload = { - "model": task_model_id, - "messages": [{"role": "user", "content": content}], - "stream": False, - "metadata": { - **(request.state.metadata if hasattr(request.state, "metadata") else {}), - "task": str(TASKS.TAGS_GENERATION), - "task_body": form_data, - "chat_id": form_data.get("chat_id", None), + 'model': task_model_id, + 'messages': [{'role': 'user', 'content': content}], + 'stream': False, + 'metadata': { + **(request.state.metadata if hasattr(request.state, 'metadata') else {}), + 'task': str(TASKS.TAGS_GENERATION), + 'task_body': form_data, + 'chat_id': form_data.get('chat_id', None), }, } @@ -398,29 +355,27 @@ async def generate_chat_tags( try: return await generate_chat_completion(request, form_data=payload, user=user) except Exception as e: - log.error(f"Error generating chat completion: {e}") + log.error(f'Error generating chat completion: {e}') return JSONResponse( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - content={"detail": "An internal error has occurred."}, + content={'detail': 'An internal error has occurred.'}, ) -@router.post("/image_prompt/completions") -async def generate_image_prompt( - request: Request, form_data: dict, user=Depends(get_verified_user) -): - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): +@router.post('/image_prompt/completions') +async def generate_image_prompt(request: Request, form_data: dict, user=Depends(get_verified_user)): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS - model_id = form_data["model"] + model_id = form_data['model'] if model_id not in models: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="Model not found", + detail='Model not found', ) # Check if the user has a custom task model @@ -432,26 +387,24 @@ async def generate_image_prompt( models, ) - log.debug( - f"generating image prompt using model {task_model_id} for user {user.email} " - ) + log.debug(f'generating image prompt using model {task_model_id} for user {user.email} ') - if request.app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE != "": + if request.app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE != '': template = request.app.state.config.IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE else: template = DEFAULT_IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE - content = image_prompt_generation_template(template, form_data["messages"], user) + content = image_prompt_generation_template(template, form_data['messages'], user) payload = { - "model": task_model_id, - "messages": [{"role": "user", "content": content}], - "stream": False, - "metadata": { - **(request.state.metadata if hasattr(request.state, "metadata") else {}), - "task": str(TASKS.IMAGE_PROMPT_GENERATION), - "task_body": form_data, - "chat_id": form_data.get("chat_id", None), + 'model': task_model_id, + 'messages': [{'role': 'user', 'content': content}], + 'stream': False, + 'metadata': { + **(request.state.metadata if hasattr(request.state, 'metadata') else {}), + 'task': str(TASKS.IMAGE_PROMPT_GENERATION), + 'task_body': form_data, + 'chat_id': form_data.get('chat_id', None), }, } @@ -464,48 +417,45 @@ async def generate_image_prompt( try: return await generate_chat_completion(request, form_data=payload, user=user) except Exception as e: - log.error("Exception occurred", exc_info=True) + log.error('Exception occurred', exc_info=True) return JSONResponse( status_code=status.HTTP_400_BAD_REQUEST, - content={"detail": "An internal error has occurred."}, + content={'detail': 'An internal error has occurred.'}, ) -@router.post("/queries/completions") -async def generate_queries( - request: Request, form_data: dict, user=Depends(get_verified_user) -): - - type = form_data.get("type") - if type == "web_search": +@router.post('/queries/completions') +async def generate_queries(request: Request, form_data: dict, user=Depends(get_verified_user)): + type = form_data.get('type') + if type == 'web_search': if not request.app.state.config.ENABLE_SEARCH_QUERY_GENERATION: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=f"Search query generation is disabled", + detail=f'Search query generation is disabled', ) - elif type == "retrieval": + elif type == 'retrieval': if not request.app.state.config.ENABLE_RETRIEVAL_QUERY_GENERATION: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=f"Query generation is disabled", + detail=f'Query generation is disabled', ) - if getattr(request.state, "cached_queries", None): - log.info(f"Reusing cached queries: {request.state.cached_queries}") + if getattr(request.state, 'cached_queries', None): + log.info(f'Reusing cached queries: {request.state.cached_queries}') return request.state.cached_queries - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS - model_id = form_data["model"] + model_id = form_data['model'] if model_id not in models: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="Model not found", + detail='Model not found', ) # Check if the user has a custom task model @@ -517,26 +467,24 @@ async def generate_queries( models, ) - log.debug( - f"generating {type} queries using model {task_model_id} for user {user.email}" - ) + log.debug(f'generating {type} queries using model {task_model_id} for user {user.email}') - if (request.app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE).strip() != "": + if (request.app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE).strip() != '': template = request.app.state.config.QUERY_GENERATION_PROMPT_TEMPLATE else: template = DEFAULT_QUERY_GENERATION_PROMPT_TEMPLATE - content = query_generation_template(template, form_data["messages"], user) + content = query_generation_template(template, form_data['messages'], user) payload = { - "model": task_model_id, - "messages": [{"role": "user", "content": content}], - "stream": False, - "metadata": { - **(request.state.metadata if hasattr(request.state, "metadata") else {}), - "task": str(TASKS.QUERY_GENERATION), - "task_body": form_data, - "chat_id": form_data.get("chat_id", None), + 'model': task_model_id, + 'messages': [{'role': 'user', 'content': content}], + 'stream': False, + 'metadata': { + **(request.state.metadata if hasattr(request.state, 'metadata') else {}), + 'task': str(TASKS.QUERY_GENERATION), + 'task_body': form_data, + 'chat_id': form_data.get('chat_id', None), }, } @@ -551,46 +499,41 @@ async def generate_queries( except Exception as e: return JSONResponse( status_code=status.HTTP_400_BAD_REQUEST, - content={"detail": str(e)}, + content={'detail': str(e)}, ) -@router.post("/auto/completions") -async def generate_autocompletion( - request: Request, form_data: dict, user=Depends(get_verified_user) -): +@router.post('/auto/completions') +async def generate_autocompletion(request: Request, form_data: dict, user=Depends(get_verified_user)): if not request.app.state.config.ENABLE_AUTOCOMPLETE_GENERATION: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=f"Autocompletion generation is disabled", + detail=f'Autocompletion generation is disabled', ) - type = form_data.get("type") - prompt = form_data.get("prompt") - messages = form_data.get("messages") + type = form_data.get('type') + prompt = form_data.get('prompt') + messages = form_data.get('messages') if request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH > 0: - if ( - len(prompt) - > request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH - ): + if len(prompt) > request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=f"Input prompt exceeds maximum length of {request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH}", + detail=f'Input prompt exceeds maximum length of {request.app.state.config.AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH}', ) - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS - model_id = form_data["model"] + model_id = form_data['model'] if model_id not in models: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="Model not found", + detail='Model not found', ) # Check if the user has a custom task model @@ -602,11 +545,9 @@ async def generate_autocompletion( models, ) - log.debug( - f"generating autocompletion using model {task_model_id} for user {user.email}" - ) + log.debug(f'generating autocompletion using model {task_model_id} for user {user.email}') - if (request.app.state.config.AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE).strip() != "": + if (request.app.state.config.AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE).strip() != '': template = request.app.state.config.AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE else: template = DEFAULT_AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE @@ -614,14 +555,14 @@ async def generate_autocompletion( content = autocomplete_generation_template(template, prompt, messages, type, user) payload = { - "model": task_model_id, - "messages": [{"role": "user", "content": content}], - "stream": False, - "metadata": { - **(request.state.metadata if hasattr(request.state, "metadata") else {}), - "task": str(TASKS.AUTOCOMPLETE_GENERATION), - "task_body": form_data, - "chat_id": form_data.get("chat_id", None), + 'model': task_model_id, + 'messages': [{'role': 'user', 'content': content}], + 'stream': False, + 'metadata': { + **(request.state.metadata if hasattr(request.state, 'metadata') else {}), + 'task': str(TASKS.AUTOCOMPLETE_GENERATION), + 'task_body': form_data, + 'chat_id': form_data.get('chat_id', None), }, } @@ -634,30 +575,27 @@ async def generate_autocompletion( try: return await generate_chat_completion(request, form_data=payload, user=user) except Exception as e: - log.error(f"Error generating chat completion: {e}") + log.error(f'Error generating chat completion: {e}') return JSONResponse( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - content={"detail": "An internal error has occurred."}, + content={'detail': 'An internal error has occurred.'}, ) -@router.post("/emoji/completions") -async def generate_emoji( - request: Request, form_data: dict, user=Depends(get_verified_user) -): - - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): +@router.post('/emoji/completions') +async def generate_emoji(request: Request, form_data: dict, user=Depends(get_verified_user)): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS - model_id = form_data["model"] + model_id = form_data['model'] if model_id not in models: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="Model not found", + detail='Model not found', ) # Check if the user has a custom task model @@ -669,28 +607,28 @@ async def generate_emoji( models, ) - log.debug(f"generating emoji using model {task_model_id} for user {user.email} ") + log.debug(f'generating emoji using model {task_model_id} for user {user.email} ') template = DEFAULT_EMOJI_GENERATION_PROMPT_TEMPLATE - content = emoji_generation_template(template, form_data["prompt"], user) + content = emoji_generation_template(template, form_data['prompt'], user) payload = { - "model": task_model_id, - "messages": [{"role": "user", "content": content}], - "stream": False, + 'model': task_model_id, + 'messages': [{'role': 'user', 'content': content}], + 'stream': False, **( - {"max_tokens": 4} - if models[task_model_id].get("owned_by") == "ollama" + {'max_tokens': 4} + if models[task_model_id].get('owned_by') == 'ollama' else { - "max_completion_tokens": 4, + 'max_completion_tokens': 4, } ), - "metadata": { - **(request.state.metadata if hasattr(request.state, "metadata") else {}), - "task": str(TASKS.EMOJI_GENERATION), - "task_body": form_data, - "chat_id": form_data.get("chat_id", None), + 'metadata': { + **(request.state.metadata if hasattr(request.state, 'metadata') else {}), + 'task': str(TASKS.EMOJI_GENERATION), + 'task_body': form_data, + 'chat_id': form_data.get('chat_id', None), }, } @@ -705,47 +643,44 @@ async def generate_emoji( except Exception as e: return JSONResponse( status_code=status.HTTP_400_BAD_REQUEST, - content={"detail": str(e)}, + content={'detail': str(e)}, ) -@router.post("/moa/completions") -async def generate_moa_response( - request: Request, form_data: dict, user=Depends(get_verified_user) -): - - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): +@router.post('/moa/completions') +async def generate_moa_response(request: Request, form_data: dict, user=Depends(get_verified_user)): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS - model_id = form_data["model"] + model_id = form_data['model'] if model_id not in models: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, - detail="Model not found", + detail='Model not found', ) template = DEFAULT_MOA_GENERATION_PROMPT_TEMPLATE content = moa_response_generation_template( template, - form_data["prompt"], - form_data["responses"], + form_data['prompt'], + form_data['responses'], ) payload = { - "model": model_id, - "messages": [{"role": "user", "content": content}], - "stream": form_data.get("stream", False), - "metadata": { - **(request.state.metadata if hasattr(request.state, "metadata") else {}), - "chat_id": form_data.get("chat_id", None), - "task": str(TASKS.MOA_RESPONSE_GENERATION), - "task_body": form_data, + 'model': model_id, + 'messages': [{'role': 'user', 'content': content}], + 'stream': form_data.get('stream', False), + 'metadata': { + **(request.state.metadata if hasattr(request.state, 'metadata') else {}), + 'chat_id': form_data.get('chat_id', None), + 'task': str(TASKS.MOA_RESPONSE_GENERATION), + 'task_body': form_data, }, } @@ -760,5 +695,5 @@ async def generate_moa_response( except Exception as e: return JSONResponse( status_code=status.HTTP_400_BAD_REQUEST, - content={"detail": str(e)}, + content={'detail': str(e)}, ) diff --git a/backend/open_webui/routers/terminals.py b/backend/open_webui/routers/terminals.py index fe03816865..0d607d1f78 100644 --- a/backend/open_webui/routers/terminals.py +++ b/backend/open_webui/routers/terminals.py @@ -6,6 +6,8 @@ Routes: """ import logging +import posixpath +from urllib.parse import unquote import aiohttp from fastapi import APIRouter, Depends, Request, Response, WebSocket @@ -21,34 +23,52 @@ log = logging.getLogger(__name__) router = APIRouter() -STREAMING_CONTENT_TYPES = ("application/octet-stream", "image/", "application/pdf") -STRIPPED_RESPONSE_HEADERS = frozenset( - ("transfer-encoding", "connection", "content-encoding", "content-length") -) +STREAMING_CONTENT_TYPES = ('application/octet-stream', 'image/', 'application/pdf') +STRIPPED_RESPONSE_HEADERS = frozenset(('transfer-encoding', 'connection', 'content-encoding', 'content-length')) -@router.get("/") +def _sanitize_proxy_path(path: str) -> str | None: + """Sanitize a proxy path to prevent directory traversal / SSRF. + + Returns the cleaned path, or None if the path is invalid. + Trailing slashes are preserved — many upstream frameworks treat + ``/path`` and ``/path/`` differently. + """ + decoded = unquote(path) + had_trailing_slash = decoded.endswith('/') + normalized = posixpath.normpath(decoded) + # Remove any leading slashes that would reset the base + cleaned = normalized.lstrip('/') + # Reject if normpath resolved to parent traversal or current-dir only + if cleaned.startswith('..') or cleaned == '.': + return None + # Restore trailing slash if the original path had one + if had_trailing_slash and cleaned and not cleaned.endswith('/'): + cleaned += '/' + return cleaned + + +@router.get('/') async def list_terminal_servers(request: Request, user=Depends(get_verified_user)): """Return terminal servers the authenticated user has access to.""" connections = request.app.state.config.TERMINAL_SERVER_CONNECTIONS or [] - user_group_ids = {group.id for group in Groups.get_groups_by_member_id(user.id)} + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id)} return [ { - "id": connection.get("id", ""), - "url": connection.get("url", ""), - "name": connection.get("name", ""), + 'id': connection.get('id', ''), + 'url': connection.get('url', ''), + 'name': connection.get('name', ''), } for connection in connections - if connection.get("enabled", True) - and has_connection_access(user, connection, user_group_ids) + if connection.get('enabled', True) and await has_connection_access(user, connection, user_group_ids) ] -PROXY_METHODS = ["GET", "POST", "PUT", "PATCH", "DELETE", "HEAD", "OPTIONS"] +PROXY_METHODS = ['GET', 'POST', 'PUT', 'PATCH', 'DELETE', 'HEAD', 'OPTIONS'] -@router.api_route("/{server_id}/{path:path}", methods=PROXY_METHODS) +@router.api_route('/{server_id}/{path:path}', methods=PROXY_METHODS) async def proxy_terminal( server_id: str, path: str, @@ -57,46 +77,56 @@ async def proxy_terminal( ): """Proxy a request to the admin terminal server identified by *server_id*.""" connections = request.app.state.config.TERMINAL_SERVER_CONNECTIONS or [] - connection = next((c for c in connections if c.get("id") == server_id), None) + connection = next((c for c in connections if c.get('id') == server_id), None) if connection is None: - return JSONResponse( - {"error": f"Terminal server '{server_id}' not found"}, status_code=404 - ) + return JSONResponse({'error': f"Terminal server '{server_id}' not found"}, status_code=404) - user_group_ids = {group.id for group in Groups.get_groups_by_member_id(user.id)} - if not has_connection_access(user, connection, user_group_ids): - return JSONResponse({"error": "Access denied"}, status_code=403) + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id)} + if not await has_connection_access(user, connection, user_group_ids): + return JSONResponse({'error': 'Access denied'}, status_code=403) - base_url = (connection.get("url") or "").rstrip("/") + base_url = (connection.get('url') or '').rstrip('/') if not base_url: - return JSONResponse( - {"error": "Terminal server URL not configured"}, status_code=503 - ) + return JSONResponse({'error': 'Terminal server URL not configured'}, status_code=503) + + safe_path = _sanitize_proxy_path(path) + if safe_path is None: + return JSONResponse({'error': 'Invalid path'}, status_code=400) + + target_url = f'{base_url}/{safe_path}' + + # Route through orchestrator policy endpoint if policy_id is set + policy_id = connection.get('policy_id') + if policy_id: + target_url = f'{base_url}/p/{policy_id}/{safe_path}' - target_url = f"{base_url}/{path}" if request.query_params: - target_url += f"?{request.query_params}" + target_url += f'?{request.query_params}' - headers = {"X-User-Id": user.id} + headers = {'X-User-Id': user.id} + # Forward per-session cwd tracking header + session_id = request.headers.get('x-session-id') + if session_id: + headers['X-Session-Id'] = session_id cookies = {} - auth_type = connection.get("auth_type", "bearer") + auth_type = connection.get('auth_type', 'bearer') - if auth_type == "bearer": - headers["Authorization"] = f"Bearer {connection.get('key', '')}" - elif auth_type == "session": + if auth_type == 'bearer': + headers['Authorization'] = f'Bearer {connection.get("key", "")}' + elif auth_type == 'session': cookies = request.cookies - headers["Authorization"] = f"Bearer {request.state.token.credentials}" - elif auth_type == "system_oauth": + headers['Authorization'] = f'Bearer {request.state.token.credentials}' + elif auth_type == 'system_oauth': cookies = request.cookies - oauth_token = request.headers.get("x-oauth-access-token", "") + oauth_token = request.headers.get('x-oauth-access-token', '') if oauth_token: - headers["Authorization"] = f"Bearer {oauth_token}" + headers['Authorization'] = f'Bearer {oauth_token}' # auth_type == "none": no Authorization header - content_type = request.headers.get("content-type") + content_type = request.headers.get('content-type') if content_type: - headers["Content-Type"] = content_type + headers['Content-Type'] = content_type body = await request.body() session = aiohttp.ClientSession( @@ -113,7 +143,7 @@ async def proxy_terminal( data=body or None, ) - upstream_content_type = upstream_response.headers.get("content-type", "") + upstream_content_type = upstream_response.headers.get('content-type', '') filtered_headers = { key: value for key, value in upstream_response.headers.items() @@ -140,16 +170,12 @@ async def proxy_terminal( await upstream_response.release() await session.close() - return Response( - content=response_body, status_code=status_code, headers=filtered_headers - ) + return Response(content=response_body, status_code=status_code, headers=filtered_headers) except Exception as error: await session.close() - log.exception("Terminal proxy error: %s", error) - return JSONResponse( - {"error": f"Terminal proxy error: {error}"}, status_code=502 - ) + log.exception('Terminal proxy error: %s', error) + return JSONResponse({'error': f'Terminal proxy error: {error}'}, status_code=502) # --------------------------------------------------------------------------- @@ -174,42 +200,42 @@ async def _resolve_authenticated_connection(ws: WebSocket, server_id: str): try: raw = await asyncio.wait_for(ws.receive_text(), timeout=10.0) payload = json.loads(raw) - if payload.get("type") != "auth": - await ws.close(code=4001, reason="Expected auth message") + if payload.get('type') != 'auth': + await ws.close(code=4001, reason='Expected auth message') return None - token = payload.get("token", "") + token = payload.get('token', '') data = decode_token(token) - if data is None or "id" not in data: - await ws.close(code=4001, reason="Invalid token") + if data is None or 'id' not in data: + await ws.close(code=4001, reason='Invalid token') return None - user = Users.get_user_by_id(data["id"]) + user = await Users.get_user_by_id(data['id']) if user is None: - await ws.close(code=4001, reason="User not found") + await ws.close(code=4001, reason='User not found') return None except (asyncio.TimeoutError, json.JSONDecodeError): - await ws.close(code=4001, reason="Auth timeout or invalid payload") + await ws.close(code=4001, reason='Auth timeout or invalid payload') return None except Exception: - await ws.close(code=4001, reason="Invalid token") + await ws.close(code=4001, reason='Invalid token') return None # Resolve terminal server connections = ws.app.state.config.TERMINAL_SERVER_CONNECTIONS or [] - connection = next((c for c in connections if c.get("id") == server_id), None) + connection = next((c for c in connections if c.get('id') == server_id), None) if connection is None: - await ws.close(code=4004, reason="Terminal server not found") + await ws.close(code=4004, reason='Terminal server not found') return None - user_group_ids = {group.id for group in Groups.get_groups_by_member_id(user.id)} - if not has_connection_access(user, connection, user_group_ids): - await ws.close(code=4003, reason="Access denied") + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id)} + if not await has_connection_access(user, connection, user_group_ids): + await ws.close(code=4003, reason='Access denied') return None return user, connection -@router.websocket("/{server_id}/api/terminals/{session_id}") +@router.websocket('/{server_id}/api/terminals/{session_id}') async def ws_terminal( ws: WebSocket, server_id: str, @@ -228,24 +254,28 @@ async def ws_terminal( return user, connection = result - base_url = (connection.get("url") or "").rstrip("/") + base_url = (connection.get('url') or '').rstrip('/') if not base_url: - await ws.close(code=4003, reason="Terminal server URL not configured") + await ws.close(code=4003, reason='Terminal server URL not configured') return # Build upstream WebSocket URL (no token in URL) - ws_base = base_url.replace("https://", "wss://").replace("http://", "ws://") + ws_base = base_url.replace('https://', 'wss://').replace('http://', 'ws://') - auth_type = connection.get("auth_type", "bearer") + # Route through orchestrator policy endpoint if policy_id is set + policy_id = connection.get('policy_id') upstream_params = {} # For orchestrator-backed servers, pass user_id - upstream_params["user_id"] = user.id + upstream_params['user_id'] = user.id import urllib.parse - upstream_url = f"{ws_base}/api/terminals/{session_id}" + if policy_id: + upstream_url = f'{ws_base}/p/{policy_id}/api/terminals/{session_id}' + else: + upstream_url = f'{ws_base}/api/terminals/{session_id}' if upstream_params: - upstream_url += f"?{urllib.parse.urlencode(upstream_params)}" + upstream_url += f'?{urllib.parse.urlencode(upstream_params)}' session = aiohttp.ClientSession() try: @@ -254,22 +284,22 @@ async def ws_terminal( import json as _json # First-message auth to upstream terminal server - auth_type = connection.get("auth_type", "bearer") - if auth_type == "bearer": - key = connection.get("key", "") - await upstream.send_str(_json.dumps({"type": "auth", "token": key})) + auth_type = connection.get('auth_type', 'bearer') + if auth_type == 'bearer': + key = connection.get('key', '') + await upstream.send_str(_json.dumps({'type': 'auth', 'token': key})) async def _client_to_upstream(): """Forward client → upstream.""" try: while True: msg = await ws.receive() - if msg["type"] == "websocket.disconnect": + if msg['type'] == 'websocket.disconnect': break - elif "bytes" in msg and msg["bytes"]: - await upstream.send_bytes(msg["bytes"]) - elif "text" in msg and msg["text"]: - await upstream.send_str(msg["text"]) + elif 'bytes' in msg and msg['bytes']: + await upstream.send_bytes(msg['bytes']) + elif 'text' in msg and msg['text']: + await upstream.send_str(msg['text']) except Exception: pass @@ -295,7 +325,7 @@ async def ws_terminal( return_exceptions=True, ) except Exception as e: - log.exception("Terminal WebSocket proxy error: %s", e) + log.exception('Terminal WebSocket proxy error: %s', e) finally: await session.close() try: diff --git a/backend/open_webui/routers/tools.py b/backend/open_webui/routers/tools.py index 938e3c3ee8..edf9c8b5ef 100644 --- a/backend/open_webui/routers/tools.py +++ b/backend/open_webui/routers/tools.py @@ -8,8 +8,8 @@ from open_webui.env import AIOHTTP_CLIENT_TIMEOUT from open_webui.models.groups import Groups from pydantic import BaseModel, HttpUrl from fastapi import APIRouter, Depends, HTTPException, Request, status -from sqlalchemy.orm import Session -from open_webui.internal.db import get_session +from sqlalchemy.ext.asyncio import AsyncSession +from open_webui.internal.db import get_async_session from open_webui.models.oauth_sessions import OAuthSessions @@ -30,7 +30,11 @@ from open_webui.utils.plugin import ( ) from open_webui.utils.tools import get_tool_specs from open_webui.utils.auth import get_admin_user, get_verified_user -from open_webui.utils.access_control import has_permission, filter_allowed_access_grants +from open_webui.utils.access_control import ( + has_permission, + has_access, + filter_allowed_access_grants, +) from open_webui.utils.tools import get_tool_servers from open_webui.config import CACHE_DIR, BYPASS_ADMIN_ACCESS_CONTROL @@ -42,41 +46,37 @@ log = logging.getLogger(__name__) router = APIRouter() -def get_tool_module(request, tool_id, load_from_db=True): +async def get_tool_module(request, tool_id, load_from_db=True): """ Get the tool module by its ID. """ - tool_module, _ = get_tool_module_from_cache(request, tool_id, load_from_db) + tool_module, _ = await get_tool_module_from_cache(request, tool_id, load_from_db) return tool_module ############################ # GetTools +# The danger is not in having tools, but in reaching +# for the wrong one. Let the choice here be deliberate. ############################ -@router.get("/", response_model=list[ToolUserResponse]) +@router.get('/', response_model=list[ToolUserResponse]) async def get_tools( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): tools = [] # Local Tools - for tool in Tools.get_tools(defer_content=True, db=db): - tool_module = ( - request.app.state.TOOLS.get(tool.id) - if hasattr(request.app.state, "TOOLS") - else None - ) + for tool in await Tools.get_tools(defer_content=True, db=db): + tool_module = request.app.state.TOOLS.get(tool.id) if hasattr(request.app.state, 'TOOLS') else None tools.append( ToolUserResponse( **{ **tool.model_dump(), - "has_user_valves": ( - hasattr(tool_module, "UserValves") if tool_module else False - ), + 'has_user_valves': (hasattr(tool_module, 'UserValves') if tool_module else False), } ) ) @@ -84,112 +84,105 @@ async def get_tools( # OpenAPI Tool Servers server_access_grants = {} for server in await get_tool_servers(request): - connection = request.app.state.config.TOOL_SERVER_CONNECTIONS[ - server.get("idx", 0) - ] - server_config = connection.get("config", {}) + server_idx = server.get('idx', 0) + connections = request.app.state.config.TOOL_SERVER_CONNECTIONS + if server_idx >= len(connections): + log.warning( + f'Tool server index {server_idx} out of range ' + f'(have {len(connections)} connections), skipping server {server.get("id")}' + ) + continue + connection = connections[server_idx] + server_config = connection.get('config', {}) - server_id = f"server:{server.get('id')}" - server_access_grants[server_id] = server_config.get("access_grants", []) + server_id = f'server:{server.get("id")}' + server_access_grants[server_id] = server_config.get('access_grants', []) tools.append( ToolUserResponse( **{ - "id": server_id, - "user_id": server_id, - "name": server.get("openapi", {}) - .get("info", {}) - .get("title", "Tool Server"), - "meta": { - "description": server.get("openapi", {}) - .get("info", {}) - .get("description", ""), + 'id': server_id, + 'user_id': server_id, + 'name': server.get('openapi', {}).get('info', {}).get('title', 'Tool Server'), + 'meta': { + 'description': server.get('openapi', {}).get('info', {}).get('description', ''), }, - "updated_at": int(time.time()), - "created_at": int(time.time()), + 'updated_at': int(time.time()), + 'created_at': int(time.time()), } ) ) # MCP Tool Servers for server in request.app.state.config.TOOL_SERVER_CONNECTIONS: - if server.get("type", "openapi") == "mcp" and server.get("config", {}).get( - "enable" - ): - server_id = server.get("info", {}).get("id") - auth_type = server.get("auth_type", "none") + if server.get('type', 'openapi') == 'mcp' and server.get('config', {}).get('enable'): + server_id = server.get('info', {}).get('id') + auth_type = server.get('auth_type', 'none') session_token = None - if auth_type == "oauth_2.1": - splits = server_id.split(":") + if auth_type in ('oauth_2.1', 'oauth_2.1_static'): + splits = server_id.split(':') server_id = splits[-1] if len(splits) > 1 else server_id - session_token = ( - await request.app.state.oauth_client_manager.get_oauth_token( - user.id, f"mcp:{server_id}" - ) + session_token = await request.app.state.oauth_client_manager.get_oauth_token( + user.id, f'mcp:{server_id}' ) - server_config = server.get("config", {}) + server_config = server.get('config', {}) - tool_id = f"server:mcp:{server.get('info', {}).get('id')}" - server_access_grants[tool_id] = server_config.get("access_grants", []) + tool_id = f'server:mcp:{server.get("info", {}).get("id")}' + server_access_grants[tool_id] = server_config.get('access_grants', []) tools.append( ToolUserResponse( **{ - "id": tool_id, - "user_id": tool_id, - "name": server.get("info", {}).get("name", "MCP Tool Server"), - "meta": { - "description": server.get("info", {}).get( - "description", "" - ), + 'id': tool_id, + 'user_id': tool_id, + 'name': server.get('info', {}).get('name', 'MCP Tool Server'), + 'meta': { + 'description': server.get('info', {}).get('description', ''), }, - "updated_at": int(time.time()), - "created_at": int(time.time()), + 'updated_at': int(time.time()), + 'created_at': int(time.time()), **( { - "authenticated": session_token is not None, + 'authenticated': session_token is not None, } - if auth_type == "oauth_2.1" + if auth_type in ('oauth_2.1', 'oauth_2.1_static') else {} ), } ) ) - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: # Admin can see all tools return tools else: - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id, db=db) - } - tools = [ - tool - for tool in tools - if tool.user_id == user.id - or ( - has_access( + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id, db=db)} + filtered_tools = [] + for tool in tools: + if tool.user_id == user.id: + filtered_tools.append(tool) + elif str(tool.id).startswith('server:'): + if await has_access( user.id, - "read", + 'read', server_access_grants.get(str(tool.id), []), user_group_ids, db=db, - ) - if str(tool.id).startswith("server:") - else AccessGrants.has_access( - user_id=user.id, - resource_type="tool", - resource_id=tool.id, - permission="read", - user_group_ids=user_group_ids, - db=db, - ) - ) - ] - return tools + ): + filtered_tools.append(tool) + elif await AccessGrants.has_access( + user_id=user.id, + resource_type='tool', + resource_id=tool.id, + permission='read', + user_group_ids=user_group_ids, + db=db, + ): + filtered_tools.append(tool) + return filtered_tools ############################ @@ -197,34 +190,25 @@ async def get_tools( ############################ -@router.get("/list", response_model=list[ToolAccessResponse]) -async def get_tool_list( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: - tools = Tools.get_tools(defer_content=True, db=db) +@router.get('/list', response_model=list[ToolAccessResponse]) +async def get_tool_list(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: + tools = await Tools.get_tools(defer_content=True, db=db) else: - tools = Tools.get_tools_by_user_id(user.id, "read", defer_content=True, db=db) + tools = await Tools.get_tools_by_user_id(user.id, 'read', defer_content=True, db=db) - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id, db=db) - } + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id, db=db)} result = [] for tool in tools: has_write = ( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or user.id == tool.user_id or any( - g.permission == "write" + g.permission == 'write' and ( - ( - g.principal_type == "user" - and (g.principal_id == user.id or g.principal_id == "*") - ) - or ( - g.principal_type == "group" and g.principal_id in user_group_ids - ) + (g.principal_type == 'user' and (g.principal_id == user.id or g.principal_id == '*')) + or (g.principal_type == 'group' and g.principal_id in user_group_ids) ) for g in tool.access_grants ) @@ -249,70 +233,59 @@ class LoadUrlForm(BaseModel): def github_url_to_raw_url(url: str) -> str: # Handle 'tree' (folder) URLs (add main.py at the end) - m1 = re.match(r"https://github\.com/([^/]+)/([^/]+)/tree/([^/]+)/(.*)", url) + m1 = re.match(r'https://github\.com/([^/]+)/([^/]+)/tree/([^/]+)/(.*)', url) if m1: org, repo, branch, path = m1.groups() - return f"https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path.rstrip('/')}/main.py" + return f'https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path.rstrip("/")}/main.py' # Handle 'blob' (file) URLs - m2 = re.match(r"https://github\.com/([^/]+)/([^/]+)/blob/([^/]+)/(.*)", url) + m2 = re.match(r'https://github\.com/([^/]+)/([^/]+)/blob/([^/]+)/(.*)', url) if m2: org, repo, branch, path = m2.groups() - return ( - f"https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path}" - ) + return f'https://raw.githubusercontent.com/{org}/{repo}/refs/heads/{branch}/{path}' # No match; return as-is return url -@router.post("/load/url", response_model=Optional[dict]) -async def load_tool_from_url( - request: Request, form_data: LoadUrlForm, user=Depends(get_admin_user) -): +@router.post('/load/url', response_model=Optional[dict]) +async def load_tool_from_url(request: Request, form_data: LoadUrlForm, user=Depends(get_admin_user)): # NOTE: This is NOT a SSRF vulnerability: # This endpoint is admin-only (see get_admin_user), meant for *trusted* internal use, # and does NOT accept untrusted user input. Access is enforced by authentication. url = str(form_data.url) if not url: - raise HTTPException(status_code=400, detail="Please enter a valid URL") + raise HTTPException(status_code=400, detail='Please enter a valid URL') url = github_url_to_raw_url(url) - url_parts = url.rstrip("/").split("/") + url_parts = url.rstrip('/').split('/') file_name = url_parts[-1] tool_name = ( file_name[:-3] - if ( - file_name.endswith(".py") - and (not file_name.startswith(("main.py", "index.py", "__init__.py"))) - ) - else url_parts[-2] if len(url_parts) > 1 else "function" + if (file_name.endswith('.py') and (not file_name.startswith(('main.py', 'index.py', '__init__.py')))) + else url_parts[-2] + if len(url_parts) > 1 + else 'function' ) try: async with aiohttp.ClientSession( trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) ) as session: - async with session.get( - url, headers={"Content-Type": "application/json"} - ) as resp: + async with session.get(url, headers={'Content-Type': 'application/json'}) as resp: if resp.status != 200: - raise HTTPException( - status_code=resp.status, detail="Failed to fetch the tool" - ) + raise HTTPException(status_code=resp.status, detail='Failed to fetch the tool') data = await resp.text() if not data: - raise HTTPException( - status_code=400, detail="No data received from the URL" - ) + raise HTTPException(status_code=400, detail='No data received from the URL') return { - "name": tool_name, - "content": data, + 'name': tool_name, + 'content': data, } except Exception as e: - raise HTTPException(status_code=500, detail=f"Error importing tool: {e}") + raise HTTPException(status_code=500, detail=f'Error importing tool: {e}') ############################ @@ -320,15 +293,15 @@ async def load_tool_from_url( ############################ -@router.get("/export", response_model=list[ToolModel]) +@router.get('/export', response_model=list[ToolModel]) async def export_tools( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not has_permission( + if user.role != 'admin' and not await has_permission( user.id, - "workspace.tools_export", + 'workspace.tools_export', request.app.state.config.USER_PERMISSIONS, db=db, ): @@ -337,10 +310,10 @@ async def export_tools( detail=ERROR_MESSAGES.UNAUTHORIZED, ) - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: - return Tools.get_tools(db=db) + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: + return await Tools.get_tools(db=db) else: - return Tools.get_tools_by_user_id(user.id, "read", db=db) + return await Tools.get_tools_by_user_id(user.id, 'read', db=db) ############################ @@ -348,20 +321,18 @@ async def export_tools( ############################ -@router.post("/create", response_model=Optional[ToolResponse]) +@router.post('/create', response_model=Optional[ToolResponse]) async def create_new_tools( request: Request, form_data: ToolForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - if user.role != "admin" and not ( - has_permission( - user.id, "workspace.tools", request.app.state.config.USER_PERMISSIONS, db=db - ) - or has_permission( + if user.role != 'admin' and not ( + await has_permission(user.id, 'workspace.tools', request.app.state.config.USER_PERMISSIONS, db=db) + or await has_permission( user.id, - "workspace.tools_import", + 'workspace.tools_import', request.app.state.config.USER_PERMISSIONS, db=db, ) @@ -374,27 +345,33 @@ async def create_new_tools( if not form_data.id.isidentifier(): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail="Only alphanumeric characters and underscores are allowed in the id", + detail='Only alphanumeric characters and underscores are allowed in the id', ) form_data.id = form_data.id.lower() - tools = Tools.get_tool_by_id(form_data.id, db=db) + tools = await Tools.get_tool_by_id(form_data.id, db=db) if tools is None: try: - form_data.content = replace_imports(form_data.content) - tool_module, frontmatter = load_tool_module_by_id( - form_data.id, content=form_data.content + form_data.access_grants = await filter_allowed_access_grants( + request.app.state.config.USER_PERMISSIONS, + user.id, + user.role, + form_data.access_grants, + 'sharing.public_tools', ) + + form_data.content = replace_imports(form_data.content) + tool_module, frontmatter = await load_tool_module_by_id(form_data.id, content=form_data.content) form_data.meta.manifest = frontmatter TOOLS = request.app.state.TOOLS TOOLS[form_data.id] = tool_module specs = get_tool_specs(TOOLS[form_data.id]) - tools = Tools.insert_new_tool(user.id, form_data, specs, db=db) + tools = await Tools.insert_new_tool(user.id, form_data, specs, db=db) - tool_cache_dir = CACHE_DIR / "tools" / form_data.id + tool_cache_dir = CACHE_DIR / 'tools' / form_data.id tool_cache_dir.mkdir(parents=True, exist_ok=True) if tools: @@ -402,10 +379,10 @@ async def create_new_tools( else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error creating tools"), + detail=ERROR_MESSAGES.DEFAULT('Error creating tools'), ) except Exception as e: - log.exception(f"Failed to load the tool by id {form_data.id}: {e}") + log.exception(f'Failed to load the tool by id {form_data.id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(str(e)), @@ -422,34 +399,32 @@ async def create_new_tools( ############################ -@router.get("/id/{id}", response_model=Optional[ToolAccessResponse]) -async def get_tools_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - tools = Tools.get_tool_by_id(id, db=db) +@router.get('/id/{id}', response_model=Optional[ToolAccessResponse]) +async def get_tools_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + tools = await Tools.get_tool_by_id(id, db=db) if tools: if ( - user.role == "admin" + user.role == 'admin' or tools.user_id == user.id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="tool", + resource_type='tool', resource_id=tools.id, - permission="read", + permission='read', db=db, ) ): return ToolAccessResponse( **tools.model_dump(), write_access=( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) or user.id == tools.user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="tool", + resource_type='tool', resource_id=tools.id, - permission="write", + permission='write', db=db, ) ), @@ -471,15 +446,15 @@ async def get_tools_by_id( ############################ -@router.post("/id/{id}/update", response_model=Optional[ToolModel]) +@router.post('/id/{id}/update', response_model=Optional[ToolModel]) async def update_tools_by_id( request: Request, id: str, form_data: ToolForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - tools = Tools.get_tool_by_id(id, db=db) + tools = await Tools.get_tool_by_id(id, db=db) if not tools: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -489,14 +464,14 @@ async def update_tools_by_id( # Is the user the original creator, in a group with write access, or an admin if ( tools.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="tool", + resource_type='tool', resource_id=tools.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -505,7 +480,7 @@ async def update_tools_by_id( try: form_data.content = replace_imports(form_data.content) - tool_module, frontmatter = load_tool_module_by_id(id, content=form_data.content) + tool_module, frontmatter = await load_tool_module_by_id(id, content=form_data.content) form_data.meta.manifest = frontmatter TOOLS = request.app.state.TOOLS @@ -513,20 +488,28 @@ async def update_tools_by_id( specs = get_tool_specs(TOOLS[id]) + form_data.access_grants = await filter_allowed_access_grants( + request.app.state.config.USER_PERMISSIONS, + user.id, + user.role, + form_data.access_grants, + 'sharing.public_tools', + ) + updated = { - **form_data.model_dump(exclude={"id"}), - "specs": specs, + **form_data.model_dump(exclude={'id'}), + 'specs': specs, } log.debug(updated) - tools = Tools.update_tool_by_id(id, updated, db=db) + tools = await Tools.update_tool_by_id(id, updated, db=db) if tools: return tools else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT("Error updating tools"), + detail=ERROR_MESSAGES.DEFAULT('Error updating tools'), ) except Exception as e: @@ -545,15 +528,15 @@ class ToolAccessGrantsForm(BaseModel): access_grants: list[dict] -@router.post("/id/{id}/access/update", response_model=Optional[ToolModel]) +@router.post('/id/{id}/access/update', response_model=Optional[ToolModel]) async def update_tool_access_by_id( request: Request, id: str, form_data: ToolAccessGrantsForm, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - tools = Tools.get_tool_by_id(id, db=db) + tools = await Tools.get_tool_by_id(id, db=db) if not tools: raise HTTPException( status_code=status.HTTP_404_NOT_FOUND, @@ -562,31 +545,31 @@ async def update_tool_access_by_id( if ( tools.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="tool", + resource_type='tool', resource_id=tools.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - form_data.access_grants = filter_allowed_access_grants( + form_data.access_grants = await filter_allowed_access_grants( request.app.state.config.USER_PERMISSIONS, user.id, user.role, form_data.access_grants, - "sharing.public_tools", + 'sharing.public_tools', ) - AccessGrants.set_access_grants("tool", id, form_data.access_grants, db=db) + await AccessGrants.set_access_grants('tool', id, form_data.access_grants, db=db) - return Tools.get_tool_by_id(id, db=db) + return await Tools.get_tool_by_id(id, db=db) ############################ @@ -594,14 +577,14 @@ async def update_tool_access_by_id( ############################ -@router.delete("/id/{id}/delete", response_model=bool) +@router.delete('/id/{id}/delete', response_model=bool) async def delete_tools_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - tools = Tools.get_tool_by_id(id, db=db) + tools = await Tools.get_tool_by_id(id, db=db) if not tools: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -610,21 +593,21 @@ async def delete_tools_by_id( if ( tools.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="tool", + resource_type='tool', resource_id=tools.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.UNAUTHORIZED, ) - result = Tools.delete_tool_by_id(id, db=db) + result = await Tools.delete_tool_by_id(id, db=db) if result: TOOLS = request.app.state.TOOLS if id in TOOLS: @@ -638,24 +621,38 @@ async def delete_tools_by_id( ############################ -@router.get("/id/{id}/valves", response_model=Optional[dict]) -async def get_tools_valves_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - tools = Tools.get_tool_by_id(id, db=db) - if tools: - try: - valves = Tools.get_tool_valves_by_id(id, db=db) - return valves - except Exception as e: - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT(str(e)), - ) - else: +@router.get('/id/{id}/valves', response_model=Optional[dict]) +async def get_tools_valves_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + tools = await Tools.get_tool_by_id(id, db=db) + if not tools: + raise HTTPException( + status_code=status.HTTP_404_NOT_FOUND, + detail=ERROR_MESSAGES.NOT_FOUND, + ) + + if ( + tools.user_id != user.id + and not await AccessGrants.has_access( + user_id=user.id, + resource_type='tool', + resource_id=tools.id, + permission='write', + db=db, + ) + and user.role != 'admin' + ): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail=ERROR_MESSAGES.NOT_FOUND, + detail=ERROR_MESSAGES.ACCESS_PROHIBITED, + ) + + try: + valves = await Tools.get_tool_valves_by_id(id, db=db) + return valves + except Exception as e: + raise HTTPException( + status_code=status.HTTP_400_BAD_REQUEST, + detail=ERROR_MESSAGES.DEFAULT(str(e)), ) @@ -664,49 +661,65 @@ async def get_tools_valves_by_id( ############################ -@router.get("/id/{id}/valves/spec", response_model=Optional[dict]) +@router.get('/id/{id}/valves/spec', response_model=Optional[dict]) async def get_tools_valves_spec_by_id( request: Request, id: str, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - tools = Tools.get_tool_by_id(id, db=db) - if tools: - if id in request.app.state.TOOLS: - tools_module = request.app.state.TOOLS[id] - else: - tools_module, _ = load_tool_module_by_id(id) - request.app.state.TOOLS[id] = tools_module - - if hasattr(tools_module, "Valves"): - Valves = tools_module.Valves - schema = Valves.schema() - # Resolve dynamic options for select dropdowns - schema = resolve_valves_schema_options(Valves, schema, user) - return schema - return None - else: + tools = await Tools.get_tool_by_id(id, db=db) + if not tools: raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, + status_code=status.HTTP_404_NOT_FOUND, detail=ERROR_MESSAGES.NOT_FOUND, ) + if ( + tools.user_id != user.id + and not await AccessGrants.has_access( + user_id=user.id, + resource_type='tool', + resource_id=tools.id, + permission='write', + db=db, + ) + and user.role != 'admin' + ): + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail=ERROR_MESSAGES.ACCESS_PROHIBITED, + ) + + if id in request.app.state.TOOLS: + tools_module = request.app.state.TOOLS[id] + else: + tools_module, _ = await load_tool_module_by_id(id) + request.app.state.TOOLS[id] = tools_module + + if hasattr(tools_module, 'Valves'): + Valves = tools_module.Valves + schema = Valves.schema() + # Resolve dynamic options for select dropdowns + schema = resolve_valves_schema_options(Valves, schema, user) + return schema + return None + ############################ # UpdateToolValves ############################ -@router.post("/id/{id}/valves/update", response_model=Optional[dict]) +@router.post('/id/{id}/valves/update', response_model=Optional[dict]) async def update_tools_valves_by_id( request: Request, id: str, form_data: dict, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - tools = Tools.get_tool_by_id(id, db=db) + tools = await Tools.get_tool_by_id(id, db=db) if not tools: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -715,14 +728,14 @@ async def update_tools_valves_by_id( if ( tools.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="tool", + resource_type='tool', resource_id=tools.id, - permission="write", + permission='write', db=db, ) - and user.role != "admin" + and user.role != 'admin' ): raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -732,10 +745,10 @@ async def update_tools_valves_by_id( if id in request.app.state.TOOLS: tools_module = request.app.state.TOOLS[id] else: - tools_module, _ = load_tool_module_by_id(id) + tools_module, _ = await load_tool_module_by_id(id) request.app.state.TOOLS[id] = tools_module - if not hasattr(tools_module, "Valves"): + if not hasattr(tools_module, 'Valves'): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND, @@ -746,10 +759,10 @@ async def update_tools_valves_by_id( form_data = {k: v for k, v in form_data.items() if v is not None} valves = Valves(**form_data) valves_dict = valves.model_dump(exclude_unset=True) - Tools.update_tool_valves_by_id(id, valves_dict, db=db) + await Tools.update_tool_valves_by_id(id, valves_dict, db=db) return valves_dict except Exception as e: - log.exception(f"Failed to update tool valves by id {id}: {e}") + log.exception(f'Failed to update tool valves by id {id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(str(e)), @@ -761,16 +774,134 @@ async def update_tools_valves_by_id( ############################ -@router.get("/id/{id}/valves/user", response_model=Optional[dict]) -async def get_tools_user_valves_by_id( - id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) +@router.get('/id/{id}/valves/user', response_model=Optional[dict]) +async def get_tools_user_valves_by_id(id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + tools = await Tools.get_tool_by_id(id, db=db) + if not tools: + raise HTTPException( + status_code=status.HTTP_404_NOT_FOUND, + detail=ERROR_MESSAGES.NOT_FOUND, + ) + + if ( + tools.user_id != user.id + and not await AccessGrants.has_access( + user_id=user.id, + resource_type='tool', + resource_id=tools.id, + permission='read', + db=db, + ) + and user.role != 'admin' + ): + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail=ERROR_MESSAGES.ACCESS_PROHIBITED, + ) + + try: + user_valves = await Tools.get_user_valves_by_id_and_user_id(id, user.id, db=db) + return user_valves + except Exception as e: + raise HTTPException( + status_code=status.HTTP_400_BAD_REQUEST, + detail=ERROR_MESSAGES.DEFAULT(str(e)), + ) + + +@router.get('/id/{id}/valves/user/spec', response_model=Optional[dict]) +async def get_tools_user_valves_spec_by_id( + request: Request, + id: str, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), ): - tools = Tools.get_tool_by_id(id, db=db) - if tools: + tools = await Tools.get_tool_by_id(id, db=db) + if not tools: + raise HTTPException( + status_code=status.HTTP_404_NOT_FOUND, + detail=ERROR_MESSAGES.NOT_FOUND, + ) + + if ( + tools.user_id != user.id + and not await AccessGrants.has_access( + user_id=user.id, + resource_type='tool', + resource_id=tools.id, + permission='read', + db=db, + ) + and user.role != 'admin' + ): + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail=ERROR_MESSAGES.ACCESS_PROHIBITED, + ) + + if id in request.app.state.TOOLS: + tools_module = request.app.state.TOOLS[id] + else: + tools_module, _ = await load_tool_module_by_id(id) + request.app.state.TOOLS[id] = tools_module + + if hasattr(tools_module, 'UserValves'): + UserValves = tools_module.UserValves + schema = UserValves.schema() + # Resolve dynamic options for select dropdowns + schema = resolve_valves_schema_options(UserValves, schema, user) + return schema + return None + + +@router.post('/id/{id}/valves/user/update', response_model=Optional[dict]) +async def update_tools_user_valves_by_id( + request: Request, + id: str, + form_data: dict, + user=Depends(get_verified_user), + db: AsyncSession = Depends(get_async_session), +): + tools = await Tools.get_tool_by_id(id, db=db) + if not tools: + raise HTTPException( + status_code=status.HTTP_404_NOT_FOUND, + detail=ERROR_MESSAGES.NOT_FOUND, + ) + + if ( + tools.user_id != user.id + and not await AccessGrants.has_access( + user_id=user.id, + resource_type='tool', + resource_id=tools.id, + permission='read', + db=db, + ) + and user.role != 'admin' + ): + raise HTTPException( + status_code=status.HTTP_401_UNAUTHORIZED, + detail=ERROR_MESSAGES.ACCESS_PROHIBITED, + ) + + if id in request.app.state.TOOLS: + tools_module = request.app.state.TOOLS[id] + else: + tools_module, _ = await load_tool_module_by_id(id) + request.app.state.TOOLS[id] = tools_module + + if hasattr(tools_module, 'UserValves'): + UserValves = tools_module.UserValves + try: - user_valves = Tools.get_user_valves_by_id_and_user_id(id, user.id, db=db) - return user_valves + form_data = {k: v for k, v in form_data.items() if v is not None} + user_valves = UserValves(**form_data) + user_valves_dict = user_valves.model_dump(exclude_unset=True) + await Tools.update_user_valves_by_id_and_user_id(id, user.id, user_valves_dict, db=db) + return user_valves_dict except Exception as e: + log.exception(f'Failed to update user valves by id {id}: {e}') raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DEFAULT(str(e)), @@ -780,78 +911,3 @@ async def get_tools_user_valves_by_id( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.NOT_FOUND, ) - - -@router.get("/id/{id}/valves/user/spec", response_model=Optional[dict]) -async def get_tools_user_valves_spec_by_id( - request: Request, - id: str, - user=Depends(get_verified_user), - db: Session = Depends(get_session), -): - tools = Tools.get_tool_by_id(id, db=db) - if tools: - if id in request.app.state.TOOLS: - tools_module = request.app.state.TOOLS[id] - else: - tools_module, _ = load_tool_module_by_id(id) - request.app.state.TOOLS[id] = tools_module - - if hasattr(tools_module, "UserValves"): - UserValves = tools_module.UserValves - schema = UserValves.schema() - # Resolve dynamic options for select dropdowns - schema = resolve_valves_schema_options(UserValves, schema, user) - return schema - return None - else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, - detail=ERROR_MESSAGES.NOT_FOUND, - ) - - -@router.post("/id/{id}/valves/user/update", response_model=Optional[dict]) -async def update_tools_user_valves_by_id( - request: Request, - id: str, - form_data: dict, - user=Depends(get_verified_user), - db: Session = Depends(get_session), -): - tools = Tools.get_tool_by_id(id, db=db) - - if tools: - if id in request.app.state.TOOLS: - tools_module = request.app.state.TOOLS[id] - else: - tools_module, _ = load_tool_module_by_id(id) - request.app.state.TOOLS[id] = tools_module - - if hasattr(tools_module, "UserValves"): - UserValves = tools_module.UserValves - - try: - form_data = {k: v for k, v in form_data.items() if v is not None} - user_valves = UserValves(**form_data) - user_valves_dict = user_valves.model_dump(exclude_unset=True) - Tools.update_user_valves_by_id_and_user_id( - id, user.id, user_valves_dict, db=db - ) - return user_valves_dict - except Exception as e: - log.exception(f"Failed to update user valves by id {id}: {e}") - raise HTTPException( - status_code=status.HTTP_400_BAD_REQUEST, - detail=ERROR_MESSAGES.DEFAULT(str(e)), - ) - else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, - detail=ERROR_MESSAGES.NOT_FOUND, - ) - else: - raise HTTPException( - status_code=status.HTTP_401_UNAUTHORIZED, - detail=ERROR_MESSAGES.NOT_FOUND, - ) diff --git a/backend/open_webui/routers/users.py b/backend/open_webui/routers/users.py index d1cbd4a40b..d07cdf745d 100644 --- a/backend/open_webui/routers/users.py +++ b/backend/open_webui/routers/users.py @@ -1,8 +1,8 @@ import logging from typing import Optional -from sqlalchemy.orm import Session -from sqlalchemy import func, cast, text +from sqlalchemy import func, cast, text, update from sqlalchemy.exc import SQLAlchemyError +from sqlalchemy.ext.asyncio import AsyncSession import base64 import io @@ -33,7 +33,7 @@ from open_webui.models.users import ( from open_webui.constants import ERROR_MESSAGES from open_webui.env import STATIC_DIR -from open_webui.internal.db import get_session, get_db +from open_webui.internal.db import get_async_session from open_webui.utils.auth import ( @@ -51,20 +51,22 @@ router = APIRouter() ############################ # GetUsers +# A house is only as strong as its care for the least of +# its members. Let none here be counted without being served. ############################ PAGE_ITEM_COUNT = 30 -@router.get("/", response_model=UserGroupIdsListResponse) +@router.get('/', response_model=UserGroupIdsListResponse) async def get_users( query: Optional[str] = None, order_by: Optional[str] = None, direction: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): limit = PAGE_ITEM_COUNT @@ -73,53 +75,53 @@ async def get_users( filter = {} if query: - filter["query"] = query + filter['query'] = query if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction - filter["direction"] = direction + filter['direction'] = direction - result = Users.get_users(filter=filter, skip=skip, limit=limit, db=db) + result = await Users.get_users(filter=filter, skip=skip, limit=limit, db=db) - users = result["users"] - total = result["total"] + users = result['users'] + total = result['total'] # Fetch groups for all users in a single query to avoid N+1 user_ids = [user.id for user in users] - user_groups = Groups.get_groups_by_member_ids(user_ids, db=db) + user_groups = await Groups.get_groups_by_member_ids(user_ids, db=db) return { - "users": [ + 'users': [ UserGroupIdsModel( **{ **user.model_dump(), - "group_ids": [group.id for group in user_groups.get(user.id, [])], + 'group_ids': [group.id for group in user_groups.get(user.id, [])], } ) for user in users ], - "total": total, + 'total': total, } -@router.get("/all", response_model=UserInfoListResponse) +@router.get('/all', response_model=UserInfoListResponse) async def get_all_users( user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - return Users.get_users(db=db) + return await Users.get_users(db=db) -@router.get("/search", response_model=UserInfoListResponse) +@router.get('/search', response_model=UserInfoListResponse) async def search_users( query: Optional[str] = None, order_by: Optional[str] = None, direction: Optional[str] = None, page: Optional[int] = 1, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): limit = PAGE_ITEM_COUNT @@ -128,13 +130,13 @@ async def search_users( filter = {} if query: - filter["query"] = query + filter['query'] = query if order_by: - filter["order_by"] = order_by + filter['order_by'] = order_by if direction: - filter["direction"] = direction + filter['direction'] = direction - return Users.get_users(filter=filter, skip=skip, limit=limit, db=db) + return await Users.get_users(filter=filter, skip=skip, limit=limit, db=db) ############################ @@ -142,11 +144,9 @@ async def search_users( ############################ -@router.get("/groups") -async def get_user_groups( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - return Groups.get_groups_by_member_id(user.id, db=db) +@router.get('/groups') +async def get_user_groups(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + return await Groups.get_groups_by_member_id(user.id, db=db) ############################ @@ -154,15 +154,13 @@ async def get_user_groups( ############################ -@router.get("/permissions") +@router.get('/permissions') async def get_user_permissisions( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): - user_permissions = get_permissions( - user.id, request.app.state.config.USER_PERMISSIONS, db=db - ) + user_permissions = await get_permissions(user.id, request.app.state.config.USER_PERMISSIONS, db=db) return user_permissions @@ -237,6 +235,7 @@ class FeaturesPermissions(BaseModel): image_generation: bool = True code_interpreter: bool = True memories: bool = True + automations: bool = False class SettingsPermissions(BaseModel): @@ -252,34 +251,20 @@ class UserPermissions(BaseModel): settings: SettingsPermissions -@router.get("/default/permissions", response_model=UserPermissions) +@router.get('/default/permissions', response_model=UserPermissions) async def get_default_user_permissions(request: Request, user=Depends(get_admin_user)): return { - "workspace": WorkspacePermissions( - **request.app.state.config.USER_PERMISSIONS.get("workspace", {}) - ), - "sharing": SharingPermissions( - **request.app.state.config.USER_PERMISSIONS.get("sharing", {}) - ), - "access_grants": AccessGrantsPermissions( - **request.app.state.config.USER_PERMISSIONS.get("access_grants", {}) - ), - "chat": ChatPermissions( - **request.app.state.config.USER_PERMISSIONS.get("chat", {}) - ), - "features": FeaturesPermissions( - **request.app.state.config.USER_PERMISSIONS.get("features", {}) - ), - "settings": SettingsPermissions( - **request.app.state.config.USER_PERMISSIONS.get("settings", {}) - ), + 'workspace': WorkspacePermissions(**request.app.state.config.USER_PERMISSIONS.get('workspace', {})), + 'sharing': SharingPermissions(**request.app.state.config.USER_PERMISSIONS.get('sharing', {})), + 'access_grants': AccessGrantsPermissions(**request.app.state.config.USER_PERMISSIONS.get('access_grants', {})), + 'chat': ChatPermissions(**request.app.state.config.USER_PERMISSIONS.get('chat', {})), + 'features': FeaturesPermissions(**request.app.state.config.USER_PERMISSIONS.get('features', {})), + 'settings': SettingsPermissions(**request.app.state.config.USER_PERMISSIONS.get('settings', {})), } -@router.post("/default/permissions") -async def update_default_user_permissions( - request: Request, form_data: UserPermissions, user=Depends(get_admin_user) -): +@router.post('/default/permissions') +async def update_default_user_permissions(request: Request, form_data: UserPermissions, user=Depends(get_admin_user)): request.app.state.config.USER_PERMISSIONS = form_data.model_dump() return request.app.state.config.USER_PERMISSIONS @@ -289,11 +274,9 @@ async def update_default_user_permissions( ############################ -@router.get("/user/settings", response_model=Optional[UserSettings]) -async def get_user_settings_by_session_user( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - user = Users.get_user_by_id(user.id, db=db) +@router.get('/user/settings', response_model=Optional[UserSettings]) +async def get_user_settings_by_session_user(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + user = await Users.get_user_by_id(user.id, db=db) if user: return user.settings else: @@ -308,29 +291,29 @@ async def get_user_settings_by_session_user( ############################ -@router.post("/user/settings/update", response_model=UserSettings) +@router.post('/user/settings/update', response_model=UserSettings) async def update_user_settings_by_session_user( request: Request, form_data: UserSettings, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): updated_user_settings = form_data.model_dump() - ui_settings = updated_user_settings.get("ui") + ui_settings = updated_user_settings.get('ui') if ( - user.role != "admin" + user.role != 'admin' and ui_settings is not None - and "toolServers" in ui_settings.keys() - and not has_permission( + and 'toolServers' in ui_settings.keys() + and not await has_permission( user.id, - "features.direct_tool_servers", + 'features.direct_tool_servers', request.app.state.config.USER_PERMISSIONS, ) ): # If the user is not an admin and does not have permission to use tool servers, remove the key - updated_user_settings["ui"].pop("toolServers", None) + updated_user_settings['ui'].pop('toolServers', None) - user = Users.update_user_settings_by_id(user.id, updated_user_settings, db=db) + user = await Users.update_user_settings_by_id(user.id, updated_user_settings, db=db) if user: return user.settings else: @@ -345,18 +328,18 @@ async def update_user_settings_by_session_user( ############################ -@router.get("/user/status") +@router.get('/user/status') async def get_user_status_by_session_user( request: Request, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if not request.app.state.config.ENABLE_USER_STATUS: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACTION_PROHIBITED, ) - user = Users.get_user_by_id(user.id, db=db) + user = await Users.get_user_by_id(user.id, db=db) if user: return user else: @@ -371,21 +354,21 @@ async def get_user_status_by_session_user( ############################ -@router.post("/user/status/update") +@router.post('/user/status/update') async def update_user_status_by_session_user( request: Request, form_data: UserStatus, user=Depends(get_verified_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): if not request.app.state.config.ENABLE_USER_STATUS: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACTION_PROHIBITED, ) - user = Users.get_user_by_id(user.id, db=db) + user = await Users.get_user_by_id(user.id, db=db) if user: - user = Users.update_user_status_by_id(user.id, form_data, db=db) + user = await Users.update_user_status_by_id(user.id, form_data, db=db) return user else: raise HTTPException( @@ -399,11 +382,9 @@ async def update_user_status_by_session_user( ############################ -@router.get("/user/info", response_model=Optional[dict]) -async def get_user_info_by_session_user( - user=Depends(get_verified_user), db: Session = Depends(get_session) -): - user = Users.get_user_by_id(user.id, db=db) +@router.get('/user/info', response_model=Optional[dict]) +async def get_user_info_by_session_user(user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + user = await Users.get_user_by_id(user.id, db=db) if user: return user.info else: @@ -418,18 +399,16 @@ async def get_user_info_by_session_user( ############################ -@router.post("/user/info/update", response_model=Optional[dict]) +@router.post('/user/info/update', response_model=Optional[dict]) async def update_user_info_by_session_user( - form_data: dict, user=Depends(get_verified_user), db: Session = Depends(get_session) + form_data: dict, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session) ): - user = Users.get_user_by_id(user.id, db=db) + user = await Users.get_user_by_id(user.id, db=db) if user: if user.info is None: user.info = {} - user = Users.update_user_by_id( - user.id, {"info": {**user.info, **form_data}}, db=db - ) + user = await Users.update_user_by_id(user.id, {'info': {**user.info, **form_data}}, db=db) if user: return user.info else: @@ -455,18 +434,16 @@ class UserActiveResponse(UserStatus): groups: Optional[list] = [] is_active: bool - model_config = ConfigDict(extra="allow") + model_config = ConfigDict(extra='allow') -@router.get("/{user_id}", response_model=UserActiveResponse) -async def get_user_by_id( - user_id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): +@router.get('/{user_id}', response_model=UserActiveResponse) +async def get_user_by_id(user_id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): # Check if user_id is a shared chat # If it is, get the user_id from the chat - if user_id.startswith("shared-"): - chat_id = user_id.replace("shared-", "") - chat = Chats.get_chat_by_id(chat_id) + if user_id.startswith('shared-'): + chat_id = user_id.replace('shared-', '') + chat = await Chats.get_chat_by_id(chat_id) if chat: user_id = chat.user_id else: @@ -475,14 +452,14 @@ async def get_user_by_id( detail=ERROR_MESSAGES.USER_NOT_FOUND, ) - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) if user: - groups = Groups.get_groups_by_member_id(user_id, db=db) + groups = await Groups.get_groups_by_member_id(user_id, db=db) return UserActiveResponse( **{ **user.model_dump(), - "groups": [{"id": group.id, "name": group.name} for group in groups], - "is_active": Users.is_user_active(user_id, db=db), + 'groups': [{'id': group.id, 'name': group.name} for group in groups], + 'is_active': await Users.is_user_active(user_id, db=db), } ) else: @@ -492,18 +469,16 @@ async def get_user_by_id( ) -@router.get("/{user_id}/info", response_model=UserInfoResponse) -async def get_user_info_by_id( - user_id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) -): - user = Users.get_user_by_id(user_id, db=db) +@router.get('/{user_id}/info', response_model=UserInfoResponse) +async def get_user_info_by_id(user_id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session)): + user = await Users.get_user_by_id(user_id, db=db) if user: - groups = Groups.get_groups_by_member_id(user_id, db=db) + groups = await Groups.get_groups_by_member_id(user_id, db=db) return UserInfoResponse( **{ **user.model_dump(), - "groups": [{"id": group.id, "name": group.name} for group in groups], - "is_active": Users.is_user_active(user_id, db=db), + 'groups': [{'id': group.id, 'name': group.name} for group in groups], + 'is_active': await Users.is_user_active(user_id, db=db), } ) else: @@ -513,11 +488,9 @@ async def get_user_info_by_id( ) -@router.get("/{user_id}/oauth/sessions") -async def get_user_oauth_sessions_by_id( - user_id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): - sessions = OAuthSessions.get_sessions_by_user_id(user_id, db=db) +@router.get('/{user_id}/oauth/sessions') +async def get_user_oauth_sessions_by_id(user_id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + sessions = await OAuthSessions.get_sessions_by_user_id(user_id, db=db) if sessions and len(sessions) > 0: return sessions else: @@ -532,32 +505,32 @@ async def get_user_oauth_sessions_by_id( ############################ -@router.get("/{user_id}/profile/image") -def get_user_profile_image_by_id(user_id: str, user=Depends(get_verified_user)): - user = Users.get_user_by_id(user_id) +@router.get('/{user_id}/profile/image') +async def get_user_profile_image_by_id(user_id: str, user=Depends(get_verified_user)): + user = await Users.get_user_by_id(user_id) if user: if user.profile_image_url: # check if it's url or base64 - if user.profile_image_url.startswith("http"): + if user.profile_image_url.startswith('http'): return Response( status_code=status.HTTP_302_FOUND, - headers={"Location": user.profile_image_url}, + headers={'Location': user.profile_image_url}, ) - elif user.profile_image_url.startswith("data:image"): + elif user.profile_image_url.startswith('data:image'): try: - header, base64_data = user.profile_image_url.split(",", 1) + header, base64_data = user.profile_image_url.split(',', 1) image_data = base64.b64decode(base64_data) image_buffer = io.BytesIO(image_data) - media_type = header.split(";")[0].lstrip("data:") + media_type = header.split(';')[0].lstrip('data:') return StreamingResponse( image_buffer, media_type=media_type, - headers={"Content-Disposition": "inline"}, + headers={'Content-Disposition': 'inline'}, ) except Exception as e: pass - return FileResponse(f"{STATIC_DIR}/user.png") + return FileResponse(f'{STATIC_DIR}/user.png') else: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -570,12 +543,12 @@ def get_user_profile_image_by_id(user_id: str, user=Depends(get_verified_user)): ############################ -@router.get("/{user_id}/active", response_model=dict) +@router.get('/{user_id}/active', response_model=dict) async def get_user_active_status_by_id( - user_id: str, user=Depends(get_verified_user), db: Session = Depends(get_session) + user_id: str, user=Depends(get_verified_user), db: AsyncSession = Depends(get_async_session) ): return { - "active": Users.is_user_active(user_id, db=db), + 'active': await Users.is_user_active(user_id, db=db), } @@ -584,16 +557,16 @@ async def get_user_active_status_by_id( ############################ -@router.post("/{user_id}/update", response_model=Optional[UserModel]) +@router.post('/{user_id}/update', response_model=Optional[UserModel]) async def update_user_by_id( user_id: str, form_data: UserUpdateForm, session_user=Depends(get_admin_user), - db: Session = Depends(get_session), + db: AsyncSession = Depends(get_async_session), ): # Prevent modification of the primary admin user by other admins try: - first_user = Users.get_first_user(db=db) + first_user = await Users.get_first_user(db=db) if first_user: if user_id == first_user.id: if session_user.id != user_id: @@ -603,7 +576,7 @@ async def update_user_by_id( detail=ERROR_MESSAGES.ACTION_PROHIBITED, ) - if form_data.role != "admin": + if form_data.role != 'admin': # If the primary admin is trying to change their own role, prevent it raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, @@ -611,17 +584,17 @@ async def update_user_by_id( ) except Exception as e: - log.error(f"Error checking primary admin status: {e}") + log.error(f'Error checking primary admin status: {e}') raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Could not verify primary admin status.", + detail='Could not verify primary admin status.', ) - user = Users.get_user_by_id(user_id, db=db) + user = await Users.get_user_by_id(user_id, db=db) if user: if form_data.email.lower() != user.email: - email_user = Users.get_user_by_email(form_data.email.lower(), db=db) + email_user = await Users.get_user_by_email(form_data.email.lower(), db=db) if email_user: raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, @@ -635,16 +608,16 @@ async def update_user_by_id( raise HTTPException(400, detail=str(e)) hashed = get_password_hash(form_data.password) - Auths.update_user_password_by_id(user_id, hashed, db=db) + await Auths.update_user_password_by_id(user_id, hashed, db=db) - Auths.update_email_by_id(user_id, form_data.email.lower(), db=db) - updated_user = Users.update_user_by_id( + await Auths.update_email_by_id(user_id, form_data.email.lower(), db=db) + updated_user = await Users.update_user_by_id( user_id, { - "role": form_data.role, - "name": form_data.name, - "email": form_data.email.lower(), - "profile_image_url": form_data.profile_image_url, + 'role': form_data.role, + 'name': form_data.name, + 'email': form_data.email.lower(), + 'profile_image_url': form_data.profile_image_url, }, db=db, ) @@ -668,27 +641,25 @@ async def update_user_by_id( ############################ -@router.delete("/{user_id}", response_model=bool) -async def delete_user_by_id( - user_id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): +@router.delete('/{user_id}', response_model=bool) +async def delete_user_by_id(user_id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): # Prevent deletion of the primary admin user try: - first_user = Users.get_first_user(db=db) + first_user = await Users.get_first_user(db=db) if first_user and user_id == first_user.id: raise HTTPException( status_code=status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.ACTION_PROHIBITED, ) except Exception as e: - log.error(f"Error checking primary admin status: {e}") + log.error(f'Error checking primary admin status: {e}') raise HTTPException( status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Could not verify primary admin status.", + detail='Could not verify primary admin status.', ) if user.id != user_id: - result = Auths.delete_auth_by_id(user_id, db=db) + result = await Auths.delete_auth_by_id(user_id, db=db) if result: return True @@ -710,11 +681,9 @@ async def delete_user_by_id( ############################ -@router.get("/{user_id}/groups") -async def get_user_groups_by_id( - user_id: str, user=Depends(get_admin_user), db: Session = Depends(get_session) -): - return Groups.get_groups_by_member_id(user_id, db=db) +@router.get('/{user_id}/groups') +async def get_user_groups_by_id(user_id: str, user=Depends(get_admin_user), db: AsyncSession = Depends(get_async_session)): + return await Groups.get_groups_by_member_id(user_id, db=db) ############################ @@ -722,59 +691,67 @@ async def get_user_groups_by_id( ############################ -@router.post("/interface/settings/reset", response_model=dict) -async def reset_all_users_interface_settings(user=Depends(get_admin_user)): +@router.post('/interface/settings/reset', response_model=dict) +async def reset_all_users_interface_settings( + user=Depends(get_admin_user), + db: AsyncSession = Depends(get_async_session), +): """ Reset all users' interface settings to admin-configured defaults. - Clears the 'ui' key in all users' settings. - Admin only. + Clears the 'ui' key in all users' settings. Admin only. """ - with get_db() as db: - try: - dialect = db.bind.dialect.name + try: + dialect = db.bind.dialect.name - if dialect == "postgresql": - from sqlalchemy.dialects.postgresql import JSONB - reset_count = ( - db.query(User) - .filter( - User.settings.isnot(None), - User.settings.has_key("ui") - ) - .update( - { - User.settings: func.jsonb_set( - cast(User.settings, JSONB), - "{ui}", - cast("{}", JSONB) - ) - }, - synchronize_session=False + if dialect == 'postgresql': + from sqlalchemy.dialects.postgresql import JSONB + + stmt = ( + update(User) + .where( + User.settings.isnot(None), + User.settings.has_key('ui'), + ) + .values( + settings=func.jsonb_set( + cast(User.settings, JSONB), + '{ui}', + cast('{}', JSONB), ) ) - else: - # SQLite: use native json_set (available since SQLite 3.9+) - db.execute(text(""" - UPDATE user - SET settings = json_set(settings, '$.ui', json('{}')) - WHERE settings IS NOT NULL - AND json_extract(settings, '$.ui') IS NOT NULL - """)) - reset_count = db.execute(text("SELECT changes()")).scalar() - - db.commit() - - log.debug(f"Reset interface settings for {reset_count} users by admin {user.id}") - - return { - "success": True, - "users_reset": reset_count, - } - - except SQLAlchemyError as e: - db.rollback() - log.exception(f"Database error resetting interface settings: {e}") - raise HTTPException( - status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, - detail="Database error while resetting interface settings" + .execution_options(synchronize_session=False) ) + result = await db.execute(stmt) + reset_count = result.rowcount + else: + # SQLite: use native json_set (available since SQLite 3.9+). + # rowcount on the UPDATE result reflects the rows actually + # changed, so no follow-up SELECT changes() round-trip is needed. + result = await db.execute( + text( + """ + UPDATE user + SET settings = json_set(settings, '$.ui', json('{}')) + WHERE settings IS NOT NULL + AND json_extract(settings, '$.ui') IS NOT NULL + """ + ) + ) + reset_count = result.rowcount + + await db.commit() + + log.debug(f'Reset interface settings for {reset_count} users by admin {user.id}') + + return { + 'success': True, + 'users_reset': reset_count, + } + + except SQLAlchemyError as e: + await db.rollback() + log.exception(f'Database error resetting interface settings: {e}') + raise HTTPException( + status_code=status.HTTP_500_INTERNAL_SERVER_ERROR, + detail='Database error while resetting interface settings', + ) diff --git a/backend/open_webui/routers/utils.py b/backend/open_webui/routers/utils.py index 49f3a5ca55..c79d8fe5d8 100644 --- a/backend/open_webui/routers/utils.py +++ b/backend/open_webui/routers/utils.py @@ -20,7 +20,7 @@ log = logging.getLogger(__name__) router = APIRouter() -@router.get("/gravatar") +@router.get('/gravatar') async def get_gravatar(email: str, user=Depends(get_verified_user)): return get_gravatar_url(email) @@ -29,33 +29,37 @@ class CodeForm(BaseModel): code: str -@router.post("/code/format") +@router.post('/code/format') async def format_code(form_data: CodeForm, user=Depends(get_admin_user)): try: formatted_code = black.format_str(form_data.code, mode=black.Mode()) - return {"code": formatted_code} + return {'code': formatted_code} except black.NothingChanged: - return {"code": form_data.code} + return {'code': form_data.code} except Exception as e: raise HTTPException(status_code=400, detail=str(e)) -@router.post("/code/execute") -async def execute_code( - request: Request, form_data: CodeForm, user=Depends(get_verified_user) -): - if request.app.state.config.CODE_EXECUTION_ENGINE == "jupyter": +@router.post('/code/execute') +async def execute_code(request: Request, form_data: CodeForm, user=Depends(get_verified_user)): + if not request.app.state.config.ENABLE_CODE_EXECUTION: + raise HTTPException( + status_code=403, + detail='Code execution is disabled', + ) + + if request.app.state.config.CODE_EXECUTION_ENGINE == 'jupyter': output = await execute_code_jupyter( request.app.state.config.CODE_EXECUTION_JUPYTER_URL, form_data.code, ( request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_TOKEN - if request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH == "token" + if request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH == 'token' else None ), ( request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD - if request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH == "password" + if request.app.state.config.CODE_EXECUTION_JUPYTER_AUTH == 'password' else None ), request.app.state.config.CODE_EXECUTION_JUPYTER_TIMEOUT, @@ -65,7 +69,7 @@ async def execute_code( else: raise HTTPException( status_code=400, - detail="Code execution engine not supported", + detail='Code execution engine not supported', ) @@ -73,11 +77,9 @@ class MarkdownForm(BaseModel): md: str -@router.post("/markdown") -async def get_html_from_markdown( - form_data: MarkdownForm, user=Depends(get_verified_user) -): - return {"html": markdown.markdown(form_data.md)} +@router.post('/markdown') +async def get_html_from_markdown(form_data: MarkdownForm, user=Depends(get_verified_user)): + return {'html': markdown.markdown(form_data.md)} class ChatForm(BaseModel): @@ -85,24 +87,22 @@ class ChatForm(BaseModel): messages: list[dict] -@router.post("/pdf") -async def download_chat_as_pdf( - form_data: ChatTitleMessagesForm, user=Depends(get_verified_user) -): +@router.post('/pdf') +async def download_chat_as_pdf(form_data: ChatTitleMessagesForm, user=Depends(get_verified_user)): try: pdf_bytes = PDFGenerator(form_data).generate_chat_pdf() return Response( content=pdf_bytes, - media_type="application/pdf", - headers={"Content-Disposition": "attachment;filename=chat.pdf"}, + media_type='application/pdf', + headers={'Content-Disposition': 'attachment;filename=chat.pdf'}, ) except Exception as e: - log.exception(f"Error generating PDF: {e}") + log.exception(f'Error generating PDF: {e}') raise HTTPException(status_code=400, detail=str(e)) -@router.get("/db/download") +@router.get('/db/download') async def download_db(user=Depends(get_admin_user)): if not ENABLE_ADMIN_EXPORT: raise HTTPException( @@ -111,13 +111,13 @@ async def download_db(user=Depends(get_admin_user)): ) from open_webui.internal.db import engine - if engine.name != "sqlite": + if engine.name != 'sqlite': raise HTTPException( status_code=status.HTTP_400_BAD_REQUEST, detail=ERROR_MESSAGES.DB_NOT_SQLITE, ) return FileResponse( engine.url.database, - media_type="application/octet-stream", - filename="webui.db", + media_type='application/octet-stream', + filename='webui.db', ) diff --git a/backend/open_webui/socket/main.py b/backend/open_webui/socket/main.py index 3070959332..d2ddd90b19 100644 --- a/backend/open_webui/socket/main.py +++ b/backend/open_webui/socket/main.py @@ -55,27 +55,25 @@ logging.basicConfig(stream=sys.stdout, level=GLOBAL_LOG_LEVEL) log = logging.getLogger(__name__) +# Let no connection opened in good faith be dropped without +# cause, and let every message find the room it was meant for. REDIS = None # Configure CORS for Socket.IO -SOCKETIO_CORS_ORIGINS = "*" if CORS_ALLOW_ORIGIN == ["*"] else CORS_ALLOW_ORIGIN +SOCKETIO_CORS_ORIGINS = '*' if CORS_ALLOW_ORIGIN == ['*'] else CORS_ALLOW_ORIGIN -if WEBSOCKET_MANAGER == "redis": +if WEBSOCKET_MANAGER == 'redis': if WEBSOCKET_SENTINEL_HOSTS: mgr = socketio.AsyncRedisManager( - get_sentinel_url_from_env( - WEBSOCKET_REDIS_URL, WEBSOCKET_SENTINEL_HOSTS, WEBSOCKET_SENTINEL_PORT - ), + get_sentinel_url_from_env(WEBSOCKET_REDIS_URL, WEBSOCKET_SENTINEL_HOSTS, WEBSOCKET_SENTINEL_PORT), redis_options=WEBSOCKET_REDIS_OPTIONS, ) else: - mgr = socketio.AsyncRedisManager( - WEBSOCKET_REDIS_URL, redis_options=WEBSOCKET_REDIS_OPTIONS - ) + mgr = socketio.AsyncRedisManager(WEBSOCKET_REDIS_URL, redis_options=WEBSOCKET_REDIS_OPTIONS) sio = socketio.AsyncServer( cors_allowed_origins=SOCKETIO_CORS_ORIGINS, - async_mode="asgi", - transports=(["websocket"] if ENABLE_WEBSOCKET_SUPPORT else ["polling"]), + async_mode='asgi', + transports=(['websocket'] if ENABLE_WEBSOCKET_SUPPORT else ['polling']), allow_upgrades=ENABLE_WEBSOCKET_SUPPORT, always_connect=True, client_manager=mgr, @@ -87,8 +85,8 @@ if WEBSOCKET_MANAGER == "redis": else: sio = socketio.AsyncServer( cors_allowed_origins=SOCKETIO_CORS_ORIGINS, - async_mode="asgi", - transports=(["websocket"] if ENABLE_WEBSOCKET_SUPPORT else ["polling"]), + async_mode='asgi', + transports=(['websocket'] if ENABLE_WEBSOCKET_SUPPORT else ['polling']), allow_upgrades=ENABLE_WEBSOCKET_SUPPORT, always_connect=True, logger=WEBSOCKET_SERVER_LOGGING, @@ -104,36 +102,32 @@ SESSION_POOL_TIMEOUT = 120 # seconds without heartbeat before session is reaped # Dictionary to maintain the user pool -if WEBSOCKET_MANAGER == "redis": - log.debug("Using Redis to manage websockets.") +if WEBSOCKET_MANAGER == 'redis': + log.debug('Using Redis to manage websockets.') REDIS = get_redis_connection( redis_url=WEBSOCKET_REDIS_URL, - redis_sentinels=get_sentinels_from_env( - WEBSOCKET_SENTINEL_HOSTS, WEBSOCKET_SENTINEL_PORT - ), + redis_sentinels=get_sentinels_from_env(WEBSOCKET_SENTINEL_HOSTS, WEBSOCKET_SENTINEL_PORT), redis_cluster=WEBSOCKET_REDIS_CLUSTER, async_mode=True, ) - redis_sentinels = get_sentinels_from_env( - WEBSOCKET_SENTINEL_HOSTS, WEBSOCKET_SENTINEL_PORT - ) + redis_sentinels = get_sentinels_from_env(WEBSOCKET_SENTINEL_HOSTS, WEBSOCKET_SENTINEL_PORT) MODELS = RedisDict( - f"{REDIS_KEY_PREFIX}:models", + f'{REDIS_KEY_PREFIX}:models', redis_url=WEBSOCKET_REDIS_URL, redis_sentinels=redis_sentinels, redis_cluster=WEBSOCKET_REDIS_CLUSTER, ) SESSION_POOL = RedisDict( - f"{REDIS_KEY_PREFIX}:session_pool", + f'{REDIS_KEY_PREFIX}:session_pool', redis_url=WEBSOCKET_REDIS_URL, redis_sentinels=redis_sentinels, redis_cluster=WEBSOCKET_REDIS_CLUSTER, ) USAGE_POOL = RedisDict( - f"{REDIS_KEY_PREFIX}:usage_pool", + f'{REDIS_KEY_PREFIX}:usage_pool', redis_url=WEBSOCKET_REDIS_URL, redis_sentinels=redis_sentinels, redis_cluster=WEBSOCKET_REDIS_CLUSTER, @@ -141,7 +135,7 @@ if WEBSOCKET_MANAGER == "redis": clean_up_lock = RedisLock( redis_url=WEBSOCKET_REDIS_URL, - lock_name=f"{REDIS_KEY_PREFIX}:usage_cleanup_lock", + lock_name=f'{REDIS_KEY_PREFIX}:usage_cleanup_lock', timeout_secs=WEBSOCKET_REDIS_LOCK_TIMEOUT, redis_sentinels=redis_sentinels, redis_cluster=WEBSOCKET_REDIS_CLUSTER, @@ -152,7 +146,7 @@ if WEBSOCKET_MANAGER == "redis": session_cleanup_lock = RedisLock( redis_url=WEBSOCKET_REDIS_URL, - lock_name=f"{REDIS_KEY_PREFIX}:session_cleanup_lock", + lock_name=f'{REDIS_KEY_PREFIX}:session_cleanup_lock', timeout_secs=WEBSOCKET_REDIS_LOCK_TIMEOUT, redis_sentinels=redis_sentinels, redis_cluster=WEBSOCKET_REDIS_CLUSTER, @@ -172,29 +166,27 @@ else: YDOC_MANAGER = YdocManager( redis=REDIS, - redis_key_prefix=f"{REDIS_KEY_PREFIX}:ydoc:documents", + redis_key_prefix=f'{REDIS_KEY_PREFIX}:ydoc:documents', ) async def periodic_session_pool_cleanup(): """Reap orphaned SESSION_POOL entries that missed heartbeats (e.g. crashed instance).""" if not session_aquire_func(): - log.debug("Session cleanup lock held by another node. Skipping.") + log.debug('Session cleanup lock held by another node. Skipping.') return try: while True: if not session_renew_func(): - log.error("Unable to renew session cleanup lock. Exiting.") + log.error('Unable to renew session cleanup lock. Exiting.') return now = int(time.time()) for sid in list(SESSION_POOL.keys()): entry = SESSION_POOL.get(sid) - if entry and now - entry.get("last_seen_at", 0) > SESSION_POOL_TIMEOUT: - log.warning( - f"Reaping orphaned session {sid} (user {entry.get('id')})" - ) + if entry and now - entry.get('last_seen_at', 0) > SESSION_POOL_TIMEOUT: + log.warning(f'Reaping orphaned session {sid} (user {entry.get("id")})') del SESSION_POOL[sid] await asyncio.sleep(SESSION_POOL_TIMEOUT) finally: @@ -203,46 +195,38 @@ async def periodic_session_pool_cleanup(): async def periodic_usage_pool_cleanup(): max_retries = 2 - retry_delay = random.uniform( - WEBSOCKET_REDIS_LOCK_TIMEOUT / 2, WEBSOCKET_REDIS_LOCK_TIMEOUT - ) + retry_delay = random.uniform(WEBSOCKET_REDIS_LOCK_TIMEOUT / 2, WEBSOCKET_REDIS_LOCK_TIMEOUT) for attempt in range(max_retries + 1): if aquire_func(): break else: if attempt < max_retries: - log.debug( - f"Cleanup lock already exists. Retry {attempt + 1} after {retry_delay}s..." - ) + log.debug(f'Cleanup lock already exists. Retry {attempt + 1} after {retry_delay}s...') await asyncio.sleep(retry_delay) else: - log.warning( - "Failed to acquire cleanup lock after retries. Skipping cleanup." - ) + log.warning('Failed to acquire cleanup lock after retries. Skipping cleanup.') return - log.debug("Running periodic_cleanup") + log.debug('Running periodic_cleanup') try: while True: if not renew_func(): - log.error(f"Unable to renew cleanup lock. Exiting usage pool cleanup.") - raise Exception("Unable to renew usage pool cleanup lock.") + log.error(f'Unable to renew cleanup lock. Exiting usage pool cleanup.') + raise Exception('Unable to renew usage pool cleanup lock.') now = int(time.time()) send_usage = False for model_id, connections in list(USAGE_POOL.items()): # Creating a list of sids to remove if they have timed out expired_sids = [ - sid - for sid, details in connections.items() - if now - details["updated_at"] > TIMEOUT_DURATION + sid for sid, details in connections.items() if now - details['updated_at'] > TIMEOUT_DURATION ] for sid in expired_sids: del connections[sid] if not connections: - log.debug(f"Cleaning up model {model_id} from usage pool") + log.debug(f'Cleaning up model {model_id} from usage pool') del USAGE_POOL[model_id] else: USAGE_POOL[model_id] = connections @@ -255,7 +239,7 @@ async def periodic_usage_pool_cleanup(): app = socketio.ASGIApp( sio, - socketio_path="/ws/socket.io", + socketio_path='/ws/socket.io', ) @@ -268,14 +252,14 @@ def get_models_in_use(): def get_user_id_from_session_pool(sid): user = SESSION_POOL.get(sid) if user: - return user["id"] + return user['id'] return None def get_session_ids_from_room(room): """Get all session IDs from a specific room.""" active_session_ids = sio.manager.get_participants( - namespace="/", + namespace='/', room=room, ) return [session_id[0] for session_id in active_session_ids] @@ -287,7 +271,7 @@ def get_user_ids_from_room(room): active_user_ids = list( set( [ - SESSION_POOL.get(session_id)["id"] + SESSION_POOL.get(session_id)['id'] for session_id in active_session_ids if SESSION_POOL.get(session_id) is not None ] @@ -307,9 +291,9 @@ async def emit_to_users(event: str, data: dict, user_ids: list[str]): """ try: for user_id in user_ids: - await sio.emit(event, data, room=f"user:{user_id}") + await sio.emit(event, data, room=f'user:{user_id}') except Exception as e: - log.debug(f"Failed to emit event {event} to users {user_ids}: {e}") + log.debug(f'Failed to emit event {event} to users {user_ids}: {e}') async def enter_room_for_users(room: str, user_ids: list[str]): @@ -321,163 +305,162 @@ async def enter_room_for_users(room: str, user_ids: list[str]): """ try: for user_id in user_ids: - session_ids = get_session_ids_from_room(f"user:{user_id}") + session_ids = get_session_ids_from_room(f'user:{user_id}') for sid in session_ids: await sio.enter_room(sid, room) except Exception as e: - log.debug(f"Failed to make users {user_ids} join room {room}: {e}") + log.debug(f'Failed to make users {user_ids} join room {room}: {e}') -@sio.on("usage") +@sio.on('usage') async def usage(sid, data): if sid in SESSION_POOL: - model_id = data["model"] + model_id = data['model'] # Record the timestamp for the last update current_time = int(time.time()) # Store the new usage data and task USAGE_POOL[model_id] = { **(USAGE_POOL[model_id] if model_id in USAGE_POOL else {}), - sid: {"updated_at": current_time}, + sid: {'updated_at': current_time}, } @sio.event async def connect(sid, environ, auth): user = None - if auth and "token" in auth: - data = decode_token(auth["token"]) + if auth and 'token' in auth: + data = decode_token(auth['token']) - if data is not None and "id" in data: - user = Users.get_user_by_id(data["id"]) + if data is not None and 'id' in data: + user = await Users.get_user_by_id(data['id']) if user: SESSION_POOL[sid] = { **user.model_dump( exclude=[ - "profile_image_url", - "profile_banner_image_url", - "date_of_birth", - "bio", - "gender", + 'profile_image_url', + 'profile_banner_image_url', + 'date_of_birth', + 'bio', + 'gender', ] ), - "last_seen_at": int(time.time()), + 'last_seen_at': int(time.time()), } - await sio.enter_room(sid, f"user:{user.id}") + await sio.enter_room(sid, f'user:{user.id}') -@sio.on("user-join") +@sio.on('user-join') async def user_join(sid, data): - - auth = data["auth"] if "auth" in data else None - if not auth or "token" not in auth: + auth = data['auth'] if 'auth' in data else None + if not auth or 'token' not in auth: return - data = decode_token(auth["token"]) - if data is None or "id" not in data: + data = decode_token(auth['token']) + if data is None or 'id' not in data: return - user = Users.get_user_by_id(data["id"]) + user = await Users.get_user_by_id(data['id']) if not user: return SESSION_POOL[sid] = { **user.model_dump( exclude=[ - "profile_image_url", - "profile_banner_image_url", - "date_of_birth", - "bio", - "gender", + 'profile_image_url', + 'profile_banner_image_url', + 'date_of_birth', + 'bio', + 'gender', ] ), - "last_seen_at": int(time.time()), + 'last_seen_at': int(time.time()), } - await sio.enter_room(sid, f"user:{user.id}") + await sio.enter_room(sid, f'user:{user.id}') # Join all the channels only if user has channels permission - if user.role == "admin" or has_permission(user.id, "features.channels"): - channels = Channels.get_channels_by_user_id(user.id) - log.debug(f"{channels=}") + if user.role == 'admin' or await has_permission(user.id, 'features.channels'): + channels = await Channels.get_channels_by_user_id(user.id) + log.debug(f'{channels=}') for channel in channels: - await sio.enter_room(sid, f"channel:{channel.id}") + await sio.enter_room(sid, f'channel:{channel.id}') - return {"id": user.id, "name": user.name} + return {'id': user.id, 'name': user.name} -@sio.on("heartbeat") +@sio.on('heartbeat') async def heartbeat(sid, data): user = SESSION_POOL.get(sid) if user: - SESSION_POOL[sid] = {**user, "last_seen_at": int(time.time())} - Users.update_last_active_by_id(user["id"]) + SESSION_POOL[sid] = {**user, 'last_seen_at': int(time.time())} + await Users.update_last_active_by_id(user['id']) -@sio.on("join-channels") +@sio.on('join-channels') async def join_channel(sid, data): - auth = data["auth"] if "auth" in data else None - if not auth or "token" not in auth: + auth = data['auth'] if 'auth' in data else None + if not auth or 'token' not in auth: return - data = decode_token(auth["token"]) - if data is None or "id" not in data: + data = decode_token(auth['token']) + if data is None or 'id' not in data: return - user = Users.get_user_by_id(data["id"]) + user = await Users.get_user_by_id(data['id']) if not user: return # Join all the channels only if user has channels permission - if user.role == "admin" or has_permission(user.id, "features.channels"): - channels = Channels.get_channels_by_user_id(user.id) - log.debug(f"{channels=}") + if user.role == 'admin' or await has_permission(user.id, 'features.channels'): + channels = await Channels.get_channels_by_user_id(user.id) + log.debug(f'{channels=}') for channel in channels: - await sio.enter_room(sid, f"channel:{channel.id}") + await sio.enter_room(sid, f'channel:{channel.id}') -@sio.on("join-note") +@sio.on('join-note') async def join_note(sid, data): - auth = data["auth"] if "auth" in data else None - if not auth or "token" not in auth: + auth = data['auth'] if 'auth' in data else None + if not auth or 'token' not in auth: return - token_data = decode_token(auth["token"]) - if token_data is None or "id" not in token_data: + token_data = decode_token(auth['token']) + if token_data is None or 'id' not in token_data: return - user = Users.get_user_by_id(token_data["id"]) + user = await Users.get_user_by_id(token_data['id']) if not user: return - note = Notes.get_note_by_id(data["note_id"]) + note = await Notes.get_note_by_id(data['note_id']) if not note: - log.error(f"Note {data['note_id']} not found for user {user.id}") + log.error(f'Note {data["note_id"]} not found for user {user.id}') return if ( - user.role != "admin" + user.role != 'admin' and user.id != note.user_id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="read", + permission='read', ) ): - log.error(f"User {user.id} does not have access to note {data['note_id']}") + log.error(f'User {user.id} does not have access to note {data["note_id"]}') return - log.debug(f"Joining note {note.id} for user {user.id}") - await sio.enter_room(sid, f"note:{note.id}") + log.debug(f'Joining note {note.id} for user {user.id}') + await sio.enter_room(sid, f'note:{note.id}') -@sio.on("events:channel") +@sio.on('events:channel') async def channel_events(sid, data): - room = f"channel:{data['channel_id']}" + room = f'channel:{data["channel_id"]}' participants = sio.manager.get_participants( - namespace="/", + namespace='/', room=room, ) @@ -485,30 +468,56 @@ async def channel_events(sid, data): if sid not in sids: return - event_data = data["data"] - event_type = event_data["type"] + event_data = data['data'] + event_type = event_data['type'] user = SESSION_POOL.get(sid) if not user: return - if event_type == "typing": + if event_type == 'typing': await sio.emit( - "events:channel", + 'events:channel', { - "channel_id": data["channel_id"], - "message_id": data.get("message_id", None), - "data": event_data, - "user": UserNameResponse(**user).model_dump(), + 'channel_id': data['channel_id'], + 'message_id': data.get('message_id', None), + 'data': event_data, + 'user': UserNameResponse(**user).model_dump(), }, room=room, ) - elif event_type == "last_read_at": - Channels.update_member_last_read_at(data["channel_id"], user["id"]) + elif event_type == 'last_read_at': + await Channels.update_member_last_read_at(data['channel_id'], user['id']) -@sio.on("ydoc:document:join") +@sio.on('events:chat') +async def chat_events(sid, data): + user = SESSION_POOL.get(sid) + if not user: + return + + event_data = data.get('data', {}) + event_type = event_data.get('type') + + if event_type == 'last_read_at': + await Chats.update_chat_last_read_at_by_id(data['chat_id'], user['id']) + + +def normalize_document_id(document_id: str) -> str: + """Canonicalize document IDs to prevent auth bypass via prefix variants. + + YdocManager normalizes storage keys by replacing ":" with "_", so + "note_abc" and "note:abc" resolve to the same underlying document. + We must rewrite underscore-prefixed IDs back to the colon form so + that authorization checks (which key on "note:") always fire. + """ + if document_id.startswith('note_'): + document_id = 'note:' + document_id[5:] + return document_id + + +@sio.on('ydoc:document:join') async def ydoc_document_join(sid, data): """Handle user joining a document""" user = SESSION_POOL.get(sid) @@ -516,41 +525,39 @@ async def ydoc_document_join(sid, data): return try: - document_id = data["document_id"] + document_id = normalize_document_id(data['document_id']) - if document_id.startswith("note:"): - note_id = document_id.split(":")[1] - note = Notes.get_note_by_id(note_id) + if document_id.startswith('note:'): + note_id = document_id.split(':')[1] + note = await Notes.get_note_by_id(note_id) if not note: - log.error(f"Note {note_id} not found") + log.error(f'Note {note_id} not found') return if ( - user.get("role") != "admin" - and user.get("id") != note.user_id - and not AccessGrants.has_access( - user_id=user.get("id"), - resource_type="note", + user.get('role') != 'admin' + and user.get('id') != note.user_id + and not await AccessGrants.has_access( + user_id=user.get('id'), + resource_type='note', resource_id=note.id, - permission="read", + permission='read', ) ): - log.error( - f"User {user.get('id')} does not have access to note {note_id}" - ) + log.error(f'User {user.get("id")} does not have access to note {note_id}') return - user_id = data.get("user_id", sid) - user_name = data.get("user_name", "Anonymous") - user_color = data.get("user_color", "#000000") + user_id = data.get('user_id', sid) + user_name = data.get('user_name', 'Anonymous') + user_color = data.get('user_color', '#000000') - log.info(f"User {user_id} joining document {document_id}") + log.info(f'User {user_id} joining document {document_id}') await YDOC_MANAGER.add_user(document_id=document_id, user_id=sid) # Join Socket.IO room - await sio.enter_room(sid, f"doc_{document_id}") + await sio.enter_room(sid, f'doc_{document_id}') - active_session_ids = get_session_ids_from_room(f"doc_{document_id}") + active_session_ids = get_session_ids_from_room(f'doc_{document_id}') # Get the Yjs document state ydoc = Y.Doc() @@ -561,74 +568,78 @@ async def ydoc_document_join(sid, data): # Encode the entire document state as an update state_update = ydoc.get_update() await sio.emit( - "ydoc:document:state", + 'ydoc:document:state', { - "document_id": document_id, - "state": list(state_update), # Convert bytes to list for JSON - "sessions": active_session_ids, + 'document_id': document_id, + 'state': list(state_update), # Convert bytes to list for JSON + 'sessions': active_session_ids, }, room=sid, ) # Notify other users about the new user await sio.emit( - "ydoc:user:joined", + 'ydoc:user:joined', { - "document_id": document_id, - "user_id": user_id, - "user_name": user_name, - "user_color": user_color, + 'document_id': document_id, + 'user_id': user_id, + 'user_name': user_name, + 'user_color': user_color, }, - room=f"doc_{document_id}", + room=f'doc_{document_id}', skip_sid=sid, ) - log.info(f"User {user_id} successfully joined document {document_id}") + log.info(f'User {user_id} successfully joined document {document_id}') except Exception as e: - log.error(f"Error in yjs_document_join: {e}") - await sio.emit("error", {"message": "Failed to join document"}, room=sid) + log.error(f'Error in yjs_document_join: {e}') + await sio.emit('error', {'message': 'Failed to join document'}, room=sid) async def document_save_handler(document_id, data, user): - if document_id.startswith("note:"): - note_id = document_id.split(":")[1] - note = Notes.get_note_by_id(note_id) + document_id = normalize_document_id(document_id) + + if document_id.startswith('note:'): + note_id = document_id.split(':')[1] + note = await Notes.get_note_by_id(note_id) if not note: - log.error(f"Note {note_id} not found") + log.error(f'Note {note_id} not found') return if ( - user.get("role") != "admin" - and user.get("id") != note.user_id - and not AccessGrants.has_access( - user_id=user.get("id"), - resource_type="note", + user.get('role') != 'admin' + and user.get('id') != note.user_id + and not await AccessGrants.has_access( + user_id=user.get('id'), + resource_type='note', resource_id=note.id, - permission="read", + permission='write', ) ): - log.error(f"User {user.get('id')} does not have access to note {note_id}") + log.error(f'User {user.get("id")} does not have write access to note {note_id}') return - Notes.update_note_by_id(note_id, NoteUpdateForm(data=data)) + await Notes.update_note_by_id(note_id, NoteUpdateForm(data=data)) -@sio.on("ydoc:document:state") +@sio.on('ydoc:document:state') async def yjs_document_state(sid, data): """Send the current state of the Yjs document to the user""" try: - document_id = data["document_id"] - room = f"doc_{document_id}" + document_id = data['document_id'] + + document_id = normalize_document_id(document_id) + room = f'doc_{document_id}' active_session_ids = get_session_ids_from_room(room) if sid not in active_session_ids: - log.warning(f"Session {sid} not in room {room}. Cannot send state.") + log.warning(f'Session {sid} not in room {room}. Cannot send state.') return if not await YDOC_MANAGER.document_exists(document_id): - log.warning(f"Document {document_id} not found") + log.warning(f'Document {document_id} not found') return # Get the Yjs document state @@ -641,32 +652,41 @@ async def yjs_document_state(sid, data): state_update = ydoc.get_update() await sio.emit( - "ydoc:document:state", + 'ydoc:document:state', { - "document_id": document_id, - "state": list(state_update), # Convert bytes to list for JSON - "sessions": active_session_ids, + 'document_id': document_id, + 'state': list(state_update), # Convert bytes to list for JSON + 'sessions': active_session_ids, }, room=sid, ) except Exception as e: - log.error(f"Error in yjs_document_state: {e}") + log.error(f'Error in yjs_document_state: {e}') -@sio.on("ydoc:document:update") +@sio.on('ydoc:document:update') async def yjs_document_update(sid, data): """Handle Yjs document updates""" try: - document_id = data["document_id"] + document_id = data['document_id'] + + document_id = normalize_document_id(document_id) + + # Verify the sender actually joined this document room + room = f'doc_{document_id}' + active_session_ids = get_session_ids_from_room(room) + if sid not in active_session_ids: + log.warning(f'Session {sid} not in room {room}. Rejecting update.') + return try: await stop_item_tasks(REDIS, document_id) - except: + except Exception: pass - user_id = data.get("user_id", sid) + user_id = data.get('user_id', sid) - update = data["update"] # List of bytes from frontend + update = data['update'] # List of bytes from frontend await YDOC_MANAGER.append_to_updates( document_id=document_id, @@ -675,14 +695,14 @@ async def yjs_document_update(sid, data): # Broadcast update to all other users in the document await sio.emit( - "ydoc:document:update", + 'ydoc:document:update', { - "document_id": document_id, - "user_id": user_id, - "update": update, - "socket_id": sid, # Add socket_id to match frontend filtering + 'document_id': document_id, + 'user_id': user_id, + 'update': update, + 'socket_id': sid, # Add socket_id to match frontend filtering }, - room=f"doc_{document_id}", + room=f'doc_{document_id}', skip_sid=sid, ) @@ -692,66 +712,63 @@ async def yjs_document_update(sid, data): async def debounced_save(): await asyncio.sleep(0.5) - await document_save_handler(document_id, data.get("data", {}), user) + await document_save_handler(document_id, data.get('data', {}), user) - if data.get("data"): + if data.get('data'): await create_task(REDIS, debounced_save(), document_id) except Exception as e: - log.error(f"Error in yjs_document_update: {e}") + log.error(f'Error in yjs_document_update: {e}') -@sio.on("ydoc:document:leave") +@sio.on('ydoc:document:leave') async def yjs_document_leave(sid, data): """Handle user leaving a document""" try: - document_id = data["document_id"] - user_id = data.get("user_id", sid) + document_id = data['document_id'] + user_id = data.get('user_id', sid) - log.info(f"User {user_id} leaving document {document_id}") + log.info(f'User {user_id} leaving document {document_id}') # Remove user from the document await YDOC_MANAGER.remove_user(document_id=document_id, user_id=sid) # Leave Socket.IO room - await sio.leave_room(sid, f"doc_{document_id}") + await sio.leave_room(sid, f'doc_{document_id}') # Notify other users await sio.emit( - "ydoc:user:left", - {"document_id": document_id, "user_id": user_id}, - room=f"doc_{document_id}", + 'ydoc:user:left', + {'document_id': document_id, 'user_id': user_id}, + room=f'doc_{document_id}', ) - if ( - await YDOC_MANAGER.document_exists(document_id) - and len(await YDOC_MANAGER.get_users(document_id)) == 0 - ): - log.info(f"Cleaning up document {document_id} as no users are left") + if await YDOC_MANAGER.document_exists(document_id) and len(await YDOC_MANAGER.get_users(document_id)) == 0: + log.info(f'Cleaning up document {document_id} as no users are left') await YDOC_MANAGER.clear_document(document_id) except Exception as e: - log.error(f"Error in yjs_document_leave: {e}") + log.error(f'Error in yjs_document_leave: {e}') -@sio.on("ydoc:awareness:update") +@sio.on('ydoc:awareness:update') async def yjs_awareness_update(sid, data): """Handle awareness updates (cursors, selections, etc.)""" try: - document_id = data["document_id"] - user_id = data.get("user_id", sid) - update = data["update"] + document_id = data['document_id'] + user_id = data.get('user_id', sid) + update = data['update'] # Broadcast awareness update to all other users in the document await sio.emit( - "ydoc:awareness:update", - {"document_id": document_id, "user_id": user_id, "update": update}, - room=f"doc_{document_id}", + 'ydoc:awareness:update', + {'document_id': document_id, 'user_id': user_id, 'update': update}, + room=f'doc_{document_id}', skip_sid=sid, ) except Exception as e: - log.error(f"Error in yjs_awareness_update: {e}") + log.error(f'Error in yjs_awareness_update: {e}') @sio.event @@ -776,158 +793,135 @@ async def disconnect(sid): # print(f"Unknown session ID {sid} disconnected") -def get_event_emitter(request_info, update_db=True): +async def get_event_emitter(request_info, update_db=True): async def __event_emitter__(event_data): - user_id = request_info["user_id"] - chat_id = request_info["chat_id"] - message_id = request_info["message_id"] + user_id = request_info['user_id'] + chat_id = request_info['chat_id'] + message_id = request_info['message_id'] await sio.emit( - "events", + 'events', { - "chat_id": chat_id, - "message_id": message_id, - "data": event_data, + 'chat_id': chat_id, + 'message_id': message_id, + 'data': event_data, }, - room=f"user:{user_id}", + room=f'user:{user_id}', ) - if ( - update_db - and message_id - and not request_info.get("chat_id", "").startswith("local:") - ): + if update_db and message_id and not request_info.get('chat_id', '').startswith('local:'): + event_type = event_data.get('type') - event_type = event_data.get("type") - - if event_type == "status": - await asyncio.to_thread( - Chats.add_message_status_to_chat_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], - event_data.get("data", {}), + if event_type == 'status': + await Chats.add_message_status_to_chat_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], + event_data.get('data', {}), ) - elif event_type == "message": - message = await asyncio.to_thread( - Chats.get_message_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], + elif event_type == 'message': + message = await Chats.get_message_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], ) if message: - content = message.get("content", "") - content += event_data.get("data", {}).get("content", "") + content = message.get('content', '') + content += event_data.get('data', {}).get('content', '') - await asyncio.to_thread( - Chats.upsert_message_to_chat_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], { - "content": content, + 'content': content, }, ) - elif event_type == "replace": - content = event_data.get("data", {}).get("content", "") + elif event_type == 'replace': + content = event_data.get('data', {}).get('content', '') - await asyncio.to_thread( - Chats.upsert_message_to_chat_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], { - "content": content, + 'content': content, }, ) - elif event_type == "embeds": - message = await asyncio.to_thread( - Chats.get_message_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], + elif event_type == 'embeds': + message = await Chats.get_message_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], ) - embeds = event_data.get("data", {}).get("embeds", []) - embeds.extend(message.get("embeds", [])) + embeds = event_data.get('data', {}).get('embeds', []) + embeds.extend(message.get('embeds', [])) - await asyncio.to_thread( - Chats.upsert_message_to_chat_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], { - "embeds": embeds, + 'embeds': embeds, }, ) - elif event_type == "files": - message = await asyncio.to_thread( - Chats.get_message_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], + elif event_type == 'files': + message = await Chats.get_message_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], ) - files = event_data.get("data", {}).get("files", []) - files.extend(message.get("files", [])) + files = event_data.get('data', {}).get('files', []) + files.extend(message.get('files', [])) - await asyncio.to_thread( - Chats.upsert_message_to_chat_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], { - "files": files, + 'files': files, }, ) - elif event_type in ("source", "citation"): - data = event_data.get("data", {}) - if data.get("type") is None: - message = await asyncio.to_thread( - Chats.get_message_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], + elif event_type in ('source', 'citation'): + data = event_data.get('data', {}) + if data.get('type') is None: + message = await Chats.get_message_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], ) - sources = message.get("sources", []) + sources = message.get('sources', []) sources.append(data) - await asyncio.to_thread( - Chats.upsert_message_to_chat_by_id_and_message_id, - request_info["chat_id"], - request_info["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + request_info['chat_id'], + request_info['message_id'], { - "sources": sources, + 'sources': sources, }, ) - if ( - "user_id" in request_info - and "chat_id" in request_info - and "message_id" in request_info - ): + if 'user_id' in request_info and 'chat_id' in request_info and 'message_id' in request_info: return __event_emitter__ else: return None -def get_event_call(request_info): +async def get_event_call(request_info): async def __event_caller__(event_data): response = await sio.call( - "events", + 'events', { - "chat_id": request_info.get("chat_id", None), - "message_id": request_info.get("message_id", None), - "data": event_data, + 'chat_id': request_info.get('chat_id', None), + 'message_id': request_info.get('message_id', None), + 'data': event_data, }, - to=request_info["session_id"], + to=request_info['session_id'], timeout=WEBSOCKET_EVENT_CALLER_TIMEOUT, ) return response - if ( - "session_id" in request_info - and "chat_id" in request_info - and "message_id" in request_info - ): + if 'session_id' in request_info and 'chat_id' in request_info and 'message_id' in request_info: return __event_caller__ else: return None diff --git a/backend/open_webui/socket/utils.py b/backend/open_webui/socket/utils.py index c33af2e71d..16b0cc3855 100644 --- a/backend/open_webui/socket/utils.py +++ b/backend/open_webui/socket/utils.py @@ -15,7 +15,6 @@ class RedisLock: redis_sentinels=[], redis_cluster=False, ): - self.lock_name = lock_name self.lock_id = str(uuid.uuid4()) self.timeout_secs = timeout_secs @@ -29,16 +28,12 @@ class RedisLock: def aquire_lock(self): # nx=True will only set this key if it _hasn't_ already been set - self.lock_obtained = self.redis.set( - self.lock_name, self.lock_id, nx=True, ex=self.timeout_secs - ) + self.lock_obtained = self.redis.set(self.lock_name, self.lock_id, nx=True, ex=self.timeout_secs) return self.lock_obtained def renew_lock(self): # xx=True will only set this key if it _has_ already been set - return self.redis.set( - self.lock_name, self.lock_id, xx=True, ex=self.timeout_secs - ) + return self.redis.set(self.lock_name, self.lock_id, xx=True, ex=self.timeout_secs) def release_lock(self): lock_value = self.redis.get(self.lock_name) @@ -87,13 +82,22 @@ class RedisDict: return [(k, json.loads(v)) for k, v in self.redis.hgetall(self.name).items()] def set(self, mapping: dict): - pipe = self.redis.pipeline() + if not mapping: + self.redis.delete(self.name) + return - pipe.delete(self.name) - if mapping: - pipe.hset(self.name, mapping={k: json.dumps(v) for k, v in mapping.items()}) + # Fetch existing keys before writing so we know which ones to remove. + # HKEYS is cheap — it transfers only short key strings, not large JSON values. + existing_keys = set(self.redis.hkeys(self.name)) + new_keys = set(mapping.keys()) + keys_to_remove = existing_keys - new_keys - pipe.execute() + # HSET first (add/update all new values), then HDEL (remove stale keys). + # We never DELETE the whole hash — this eliminates the race window + # where concurrent readers would see an empty models dict. + self.redis.hset(self.name, mapping={k: json.dumps(v) for k, v in mapping.items()}) + if keys_to_remove: + self.redis.hdel(self.name, *keys_to_remove) def get(self, key, default=None): try: @@ -106,7 +110,7 @@ class RedisDict: def update(self, other=None, **kwargs): if other is not None: - for k, v in other.items() if hasattr(other, "items") else other: + for k, v in other.items() if hasattr(other, 'items') else other: self[k] = v for k, v in kwargs.items(): self[k] = v @@ -123,7 +127,7 @@ class YdocManager: def __init__( self, redis=None, - redis_key_prefix: str = f"{REDIS_KEY_PREFIX}:ydoc:documents", + redis_key_prefix: str = f'{REDIS_KEY_PREFIX}:ydoc:documents', ): self._updates = {} self._users = {} @@ -131,9 +135,9 @@ class YdocManager: self._redis_key_prefix = redis_key_prefix async def append_to_updates(self, document_id: str, update: bytes): - document_id = document_id.replace(":", "_") + document_id = document_id.replace(':', '_') if self._redis: - redis_key = f"{self._redis_key_prefix}:{document_id}:updates" + redis_key = f'{self._redis_key_prefix}:{document_id}:updates' await self._redis.rpush(redis_key, json.dumps(list(update))) list_len = await self._redis.llen(redis_key) if list_len >= self.COMPACTION_THRESHOLD: @@ -147,7 +151,7 @@ class YdocManager: async def _compact_updates_redis(self, document_id: str): """Rolling compaction: squash oldest half into one snapshot.""" - redis_key = f"{self._redis_key_prefix}:{document_id}:updates" + redis_key = f'{self._redis_key_prefix}:{document_id}:updates' all_updates = await self._redis.lrange(redis_key, 0, -1) if len(all_updates) <= 1: return @@ -173,39 +177,39 @@ class YdocManager: self._updates[document_id] = [ydoc.get_update()] + updates[mid:] async def get_updates(self, document_id: str) -> List[bytes]: - document_id = document_id.replace(":", "_") + document_id = document_id.replace(':', '_') if self._redis: - redis_key = f"{self._redis_key_prefix}:{document_id}:updates" + redis_key = f'{self._redis_key_prefix}:{document_id}:updates' updates = await self._redis.lrange(redis_key, 0, -1) return [bytes(json.loads(update)) for update in updates] else: return self._updates.get(document_id, []) async def document_exists(self, document_id: str) -> bool: - document_id = document_id.replace(":", "_") + document_id = document_id.replace(':', '_') if self._redis: - redis_key = f"{self._redis_key_prefix}:{document_id}:updates" + redis_key = f'{self._redis_key_prefix}:{document_id}:updates' return await self._redis.exists(redis_key) > 0 else: return document_id in self._updates async def get_users(self, document_id: str) -> List[str]: - document_id = document_id.replace(":", "_") + document_id = document_id.replace(':', '_') if self._redis: - redis_key = f"{self._redis_key_prefix}:{document_id}:users" + redis_key = f'{self._redis_key_prefix}:{document_id}:users' users = await self._redis.smembers(redis_key) return list(users) else: return self._users.get(document_id, []) async def add_user(self, document_id: str, user_id: str): - document_id = document_id.replace(":", "_") + document_id = document_id.replace(':', '_') if self._redis: - redis_key = f"{self._redis_key_prefix}:{document_id}:users" + redis_key = f'{self._redis_key_prefix}:{document_id}:users' await self._redis.sadd(redis_key, user_id) else: if document_id not in self._users: @@ -213,10 +217,10 @@ class YdocManager: self._users[document_id].add(user_id) async def remove_user(self, document_id: str, user_id: str): - document_id = document_id.replace(":", "_") + document_id = document_id.replace(':', '_') if self._redis: - redis_key = f"{self._redis_key_prefix}:{document_id}:users" + redis_key = f'{self._redis_key_prefix}:{document_id}:users' await self._redis.srem(redis_key, user_id) else: if document_id in self._users and user_id in self._users[document_id]: @@ -225,15 +229,13 @@ class YdocManager: async def remove_user_from_all_documents(self, user_id: str): if self._redis: keys = [] - async for key in self._redis.scan_iter( - match=f"{self._redis_key_prefix}:*", count=100 - ): + async for key in self._redis.scan_iter(match=f'{self._redis_key_prefix}:*', count=100): keys.append(key) for key in keys: - if key.endswith(":users"): + if key.endswith(':users'): await self._redis.srem(key, user_id) - document_id = key.split(":")[-2] + document_id = key.split(':')[-2] if len(await self.get_users(document_id)) == 0: await self.clear_document(document_id) @@ -247,12 +249,12 @@ class YdocManager: await self.clear_document(document_id) async def clear_document(self, document_id: str): - document_id = document_id.replace(":", "_") + document_id = document_id.replace(':', '_') if self._redis: - redis_key = f"{self._redis_key_prefix}:{document_id}:updates" + redis_key = f'{self._redis_key_prefix}:{document_id}:updates' await self._redis.delete(redis_key) - redis_users_key = f"{self._redis_key_prefix}:{document_id}:users" + redis_users_key = f'{self._redis_key_prefix}:{document_id}:users' await self._redis.delete(redis_users_key) else: if document_id in self._updates: diff --git a/backend/open_webui/static/assets/pdf-style.css b/backend/open_webui/static/assets/pdf-style.css index 8b4e8d2370..644dd58ae6 100644 --- a/backend/open_webui/static/assets/pdf-style.css +++ b/backend/open_webui/static/assets/pdf-style.css @@ -25,7 +25,8 @@ } html { - font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'NotoSans', 'NotoSansJP', 'NotoSansKR', + font-family: + -apple-system, BlinkMacSystemFont, 'Segoe UI', 'NotoSans', 'NotoSansJP', 'NotoSansKR', 'NotoSansSC', 'Twemoji', 'STSong-Light', 'MSung-Light', 'HeiseiMin-W3', 'HYSMyeongJo-Medium', Roboto, 'Helvetica Neue', Arial, sans-serif; font-size: 14px; /* Default font size */ diff --git a/backend/open_webui/static/swagger-ui/swagger-ui-bundle.js b/backend/open_webui/static/swagger-ui/swagger-ui-bundle.js index dcd1c5313d..8656897872 100644 --- a/backend/open_webui/static/swagger-ui/swagger-ui-bundle.js +++ b/backend/open_webui/static/swagger-ui/swagger-ui-bundle.js @@ -14,7 +14,7 @@ i = { 69119: (s, o) => { 'use strict'; - Object.defineProperty(o, '__esModule', { value: !0 }), + (Object.defineProperty(o, '__esModule', { value: !0 }), (o.BLANK_URL = o.relativeFirstCharacters = o.whitespaceEscapeCharsRegex = @@ -31,7 +31,7 @@ (o.urlSchemeRegex = /^.+(:|:)/gim), (o.whitespaceEscapeCharsRegex = /(\\|%5[cC])((%(6[eE]|72|74))|[nrt])/g), (o.relativeFirstCharacters = ['.', '/']), - (o.BLANK_URL = 'about:blank'); + (o.BLANK_URL = 'about:blank')); }, 16750: (s, o, i) => { 'use strict'; @@ -83,7 +83,7 @@ }, 67526: (s, o) => { 'use strict'; - (o.byteLength = function byteLength(s) { + ((o.byteLength = function byteLength(s) { var o = getLens(s), i = o[0], u = o[1]; @@ -103,14 +103,14 @@ L = 0, B = C > 0 ? x - 4 : x; for (i = 0; i < B; i += 4) - (o = + ((o = (u[s.charCodeAt(i)] << 18) | (u[s.charCodeAt(i + 1)] << 12) | (u[s.charCodeAt(i + 2)] << 6) | u[s.charCodeAt(i + 3)]), (j[L++] = (o >> 16) & 255), (j[L++] = (o >> 8) & 255), - (j[L++] = 255 & o); + (j[L++] = 255 & o)); 2 === C && ((o = (u[s.charCodeAt(i)] << 2) | (u[s.charCodeAt(i + 1)] >> 4)), (j[L++] = 255 & o)); @@ -136,7 +136,7 @@ ((o = (s[u - 2] << 8) + s[u - 1]), w.push(i[o >> 10] + i[(o >> 4) & 63] + i[(o << 2) & 63] + '=')); return w.join(''); - }); + })); for ( var i = [], u = [], @@ -146,20 +146,20 @@ x < 64; ++x ) - (i[x] = w[x]), (u[w.charCodeAt(x)] = x); + ((i[x] = w[x]), (u[w.charCodeAt(x)] = x)); function getLens(s) { var o = s.length; if (o % 4 > 0) throw new Error('Invalid string. Length must be a multiple of 4'); var i = s.indexOf('='); - return -1 === i && (i = o), [i, i === o ? 0 : 4 - (i % 4)]; + return (-1 === i && (i = o), [i, i === o ? 0 : 4 - (i % 4)]); } function encodeChunk(s, o, u) { for (var _, w, x = [], C = o; C < u; C += 3) - (_ = ((s[C] << 16) & 16711680) + ((s[C + 1] << 8) & 65280) + (255 & s[C + 2])), - x.push(i[((w = _) >> 18) & 63] + i[(w >> 12) & 63] + i[(w >> 6) & 63] + i[63 & w]); + ((_ = ((s[C] << 16) & 16711680) + ((s[C + 1] << 8) & 65280) + (255 & s[C + 2])), + x.push(i[((w = _) >> 18) & 63] + i[(w >> 12) & 63] + i[(w >> 6) & 63] + i[63 & w])); return x.join(''); } - (u['-'.charCodeAt(0)] = 62), (u['_'.charCodeAt(0)] = 63); + ((u['-'.charCodeAt(0)] = 62), (u['_'.charCodeAt(0)] = 63)); }, 48287: (s, o, i) => { 'use strict'; @@ -169,17 +169,17 @@ 'function' == typeof Symbol && 'function' == typeof Symbol.for ? Symbol.for('nodejs.util.inspect.custom') : null; - (o.Buffer = Buffer), + ((o.Buffer = Buffer), (o.SlowBuffer = function SlowBuffer(s) { +s != s && (s = 0); return Buffer.alloc(+s); }), - (o.INSPECT_MAX_BYTES = 50); + (o.INSPECT_MAX_BYTES = 50)); const x = 2147483647; function createBuffer(s) { if (s > x) throw new RangeError('The value "' + s + '" is invalid for option "size"'); const o = new Uint8Array(s); - return Object.setPrototypeOf(o, Buffer.prototype), o; + return (Object.setPrototypeOf(o, Buffer.prototype), o); } function Buffer(s, o, i) { if ('number' == typeof s) { @@ -232,7 +232,7 @@ if (Buffer.isBuffer(s)) { const o = 0 | checked(s.length), i = createBuffer(o); - return 0 === i.length || s.copy(i, 0, 0, o), i; + return (0 === i.length || s.copy(i, 0, 0, o), i); } if (void 0 !== s.length) return 'number' != typeof s.length || numberIsNaN(s.length) @@ -257,7 +257,7 @@ if (s < 0) throw new RangeError('The value "' + s + '" is invalid for option "size"'); } function allocUnsafe(s) { - return assertSize(s), createBuffer(s < 0 ? 0 : 0 | checked(s)); + return (assertSize(s), createBuffer(s < 0 ? 0 : 0 | checked(s))); } function fromArrayLike(s) { const o = s.length < 0 ? 0 : 0 | checked(s.length), @@ -323,7 +323,7 @@ return base64ToBytes(s).length; default: if (_) return u ? -1 : utf8ToBytes(s).length; - (o = ('' + o).toLowerCase()), (_ = !0); + ((o = ('' + o).toLowerCase()), (_ = !0)); } } function slowToString(s, o, i) { @@ -352,12 +352,12 @@ return utf16leSlice(this, o, i); default: if (u) throw new TypeError('Unknown encoding: ' + s); - (s = (s + '').toLowerCase()), (u = !0); + ((s = (s + '').toLowerCase()), (u = !0)); } } function swap(s, o, i) { const u = s[o]; - (s[o] = s[i]), (s[i] = u); + ((s[o] = s[i]), (s[i] = u)); } function bidirectionalIndexOf(s, o, i, u, _) { if (0 === s.length) return -1; @@ -403,7 +403,7 @@ 'utf-16le' === u) ) { if (s.length < 2 || o.length < 2) return -1; - (x = 2), (C /= 2), (j /= 2), (i /= 2); + ((x = 2), (C /= 2), (j /= 2), (i /= 2)); } function read(s, o) { return 1 === x ? s[o] : s.readUInt16BE(o * x); @@ -413,7 +413,7 @@ for (w = i; w < C; w++) if (read(s, w) === read(o, -1 === u ? 0 : w - u)) { if ((-1 === u && (u = w), w - u + 1 === j)) return u * x; - } else -1 !== u && (w -= w - u), (u = -1); + } else (-1 !== u && (w -= w - u), (u = -1)); } else for (i + j > C && (i = C - j), w = i; w >= 0; w--) { let i = !0; @@ -463,7 +463,7 @@ let i, u, _; const w = []; for (let x = 0; x < s.length && !((o -= 2) < 0); ++x) - (i = s.charCodeAt(x)), (u = i >> 8), (_ = i % 256), w.push(_), w.push(u); + ((i = s.charCodeAt(x)), (u = i >> 8), (_ = i % 256), w.push(_), w.push(u)); return w; })(o, s.length - i), s, @@ -489,34 +489,34 @@ o < 128 && (w = o); break; case 2: - (i = s[_ + 1]), - 128 == (192 & i) && ((j = ((31 & o) << 6) | (63 & i)), j > 127 && (w = j)); + ((i = s[_ + 1]), + 128 == (192 & i) && ((j = ((31 & o) << 6) | (63 & i)), j > 127 && (w = j))); break; case 3: - (i = s[_ + 1]), + ((i = s[_ + 1]), (u = s[_ + 2]), 128 == (192 & i) && 128 == (192 & u) && ((j = ((15 & o) << 12) | ((63 & i) << 6) | (63 & u)), - j > 2047 && (j < 55296 || j > 57343) && (w = j)); + j > 2047 && (j < 55296 || j > 57343) && (w = j))); break; case 4: - (i = s[_ + 1]), + ((i = s[_ + 1]), (u = s[_ + 2]), (C = s[_ + 3]), 128 == (192 & i) && 128 == (192 & u) && 128 == (192 & C) && ((j = ((15 & o) << 18) | ((63 & i) << 12) | ((63 & u) << 6) | (63 & C)), - j > 65535 && j < 1114112 && (w = j)); + j > 65535 && j < 1114112 && (w = j))); } } - null === w + (null === w ? ((w = 65533), (x = 1)) : w > 65535 && ((w -= 65536), u.push(((w >>> 10) & 1023) | 55296), (w = 56320 | (1023 & w))), u.push(w), - (_ += x); + (_ += x)); } return (function decodeCodePointsArray(s) { const o = s.length; @@ -527,7 +527,7 @@ return i; })(u); } - (o.kMaxLength = x), + ((o.kMaxLength = x), (Buffer.TYPED_ARRAY_SUPPORT = (function typedArraySupport() { try { const s = new Uint8Array(1), @@ -606,7 +606,7 @@ u = o.length; for (let _ = 0, w = Math.min(i, u); _ < w; ++_) if (s[_] !== o[_]) { - (i = s[_]), (u = o[_]); + ((i = s[_]), (u = o[_])); break; } return i < u ? -1 : u < i ? 1 : 0; @@ -663,17 +663,17 @@ (Buffer.prototype.swap32 = function swap32() { const s = this.length; if (s % 4 != 0) throw new RangeError('Buffer size must be a multiple of 32-bits'); - for (let o = 0; o < s; o += 4) swap(this, o, o + 3), swap(this, o + 1, o + 2); + for (let o = 0; o < s; o += 4) (swap(this, o, o + 3), swap(this, o + 1, o + 2)); return this; }), (Buffer.prototype.swap64 = function swap64() { const s = this.length; if (s % 8 != 0) throw new RangeError('Buffer size must be a multiple of 64-bits'); for (let o = 0; o < s; o += 8) - swap(this, o, o + 7), + (swap(this, o, o + 7), swap(this, o + 1, o + 6), swap(this, o + 2, o + 5), - swap(this, o + 3, o + 4); + swap(this, o + 3, o + 4)); return this; }), (Buffer.prototype.toString = function toString() { @@ -729,7 +729,7 @@ L = s.slice(o, i); for (let s = 0; s < C; ++s) if (j[s] !== L[s]) { - (w = j[s]), (x = L[s]); + ((w = j[s]), (x = L[s])); break; } return w < x ? -1 : x < w ? 1 : 0; @@ -744,17 +744,17 @@ return bidirectionalIndexOf(this, s, o, i, !1); }), (Buffer.prototype.write = function write(s, o, i, u) { - if (void 0 === o) (u = 'utf8'), (i = this.length), (o = 0); - else if (void 0 === i && 'string' == typeof o) (u = o), (i = this.length), (o = 0); + if (void 0 === o) ((u = 'utf8'), (i = this.length), (o = 0)); + else if (void 0 === i && 'string' == typeof o) ((u = o), (i = this.length), (o = 0)); else { if (!isFinite(o)) throw new Error( 'Buffer.write(string, encoding, offset[, length]) is no longer supported' ); - (o >>>= 0), + ((o >>>= 0), isFinite(i) ? ((i >>>= 0), void 0 === u && (u = 'utf8')) - : ((u = i), (i = void 0)); + : ((u = i), (i = void 0))); } const _ = this.length - o; if ( @@ -784,12 +784,12 @@ return ucs2Write(this, s, o, i); default: if (w) throw new TypeError('Unknown encoding: ' + u); - (u = ('' + u).toLowerCase()), (w = !0); + ((u = ('' + u).toLowerCase()), (w = !0)); } }), (Buffer.prototype.toJSON = function toJSON() { return { type: 'Buffer', data: Array.prototype.slice.call(this._arr || this, 0) }; - }); + })); const C = 4096; function asciiSlice(s, o, i) { let u = ''; @@ -805,7 +805,7 @@ } function hexSlice(s, o, i) { const u = s.length; - (!o || o < 0) && (o = 0), (!i || i < 0 || i > u) && (i = u); + ((!o || o < 0) && (o = 0), (!i || i < 0 || i > u) && (i = u)); let _ = ''; for (let u = o; u < i; ++u) _ += B[s[u]]; return _; @@ -830,7 +830,13 @@ function wrtBigUInt64LE(s, o, i, u, _) { checkIntBI(o, u, _, s, i, 7); let w = Number(o & BigInt(4294967295)); - (s[i++] = w), (w >>= 8), (s[i++] = w), (w >>= 8), (s[i++] = w), (w >>= 8), (s[i++] = w); + ((s[i++] = w), + (w >>= 8), + (s[i++] = w), + (w >>= 8), + (s[i++] = w), + (w >>= 8), + (s[i++] = w)); let x = Number((o >> BigInt(32)) & BigInt(4294967295)); return ( (s[i++] = x), @@ -846,13 +852,13 @@ function wrtBigUInt64BE(s, o, i, u, _) { checkIntBI(o, u, _, s, i, 7); let w = Number(o & BigInt(4294967295)); - (s[i + 7] = w), + ((s[i + 7] = w), (w >>= 8), (s[i + 6] = w), (w >>= 8), (s[i + 5] = w), (w >>= 8), - (s[i + 4] = w); + (s[i + 4] = w)); let x = Number((o >> BigInt(32)) & BigInt(4294967295)); return ( (s[i + 3] = x), @@ -871,25 +877,33 @@ } function writeFloat(s, o, i, u, w) { return ( - (o = +o), (i >>>= 0), w || checkIEEE754(s, 0, i, 4), _.write(s, o, i, u, 23, 4), i + 4 + (o = +o), + (i >>>= 0), + w || checkIEEE754(s, 0, i, 4), + _.write(s, o, i, u, 23, 4), + i + 4 ); } function writeDouble(s, o, i, u, w) { return ( - (o = +o), (i >>>= 0), w || checkIEEE754(s, 0, i, 8), _.write(s, o, i, u, 52, 8), i + 8 + (o = +o), + (i >>>= 0), + w || checkIEEE754(s, 0, i, 8), + _.write(s, o, i, u, 52, 8), + i + 8 ); } - (Buffer.prototype.slice = function slice(s, o) { + ((Buffer.prototype.slice = function slice(s, o) { const i = this.length; - (s = ~~s) < 0 ? (s += i) < 0 && (s = 0) : s > i && (s = i), + ((s = ~~s) < 0 ? (s += i) < 0 && (s = 0) : s > i && (s = i), (o = void 0 === o ? i : ~~o) < 0 ? (o += i) < 0 && (o = 0) : o > i && (o = i), - o < s && (o = s); + o < s && (o = s)); const u = this.subarray(s, o); - return Object.setPrototypeOf(u, Buffer.prototype), u; + return (Object.setPrototypeOf(u, Buffer.prototype), u); }), (Buffer.prototype.readUintLE = Buffer.prototype.readUIntLE = function readUIntLE(s, o, i) { - (s >>>= 0), (o >>>= 0), i || checkOffset(s, o, this.length); + ((s >>>= 0), (o >>>= 0), i || checkOffset(s, o, this.length)); let u = this[s], _ = 1, w = 0; @@ -898,7 +912,7 @@ }), (Buffer.prototype.readUintBE = Buffer.prototype.readUIntBE = function readUIntBE(s, o, i) { - (s >>>= 0), (o >>>= 0), i || checkOffset(s, o, this.length); + ((s >>>= 0), (o >>>= 0), i || checkOffset(s, o, this.length)); let u = this[s + --o], _ = 1; for (; o > 0 && (_ *= 256); ) u += this[s + --o] * _; @@ -906,18 +920,22 @@ }), (Buffer.prototype.readUint8 = Buffer.prototype.readUInt8 = function readUInt8(s, o) { - return (s >>>= 0), o || checkOffset(s, 1, this.length), this[s]; + return ((s >>>= 0), o || checkOffset(s, 1, this.length), this[s]); }), (Buffer.prototype.readUint16LE = Buffer.prototype.readUInt16LE = function readUInt16LE(s, o) { return ( - (s >>>= 0), o || checkOffset(s, 2, this.length), this[s] | (this[s + 1] << 8) + (s >>>= 0), + o || checkOffset(s, 2, this.length), + this[s] | (this[s + 1] << 8) ); }), (Buffer.prototype.readUint16BE = Buffer.prototype.readUInt16BE = function readUInt16BE(s, o) { return ( - (s >>>= 0), o || checkOffset(s, 2, this.length), (this[s] << 8) | this[s + 1] + (s >>>= 0), + o || checkOffset(s, 2, this.length), + (this[s] << 8) | this[s + 1] ); }), (Buffer.prototype.readUint32LE = Buffer.prototype.readUInt32LE = @@ -955,20 +973,20 @@ return (BigInt(u) << BigInt(32)) + BigInt(_); })), (Buffer.prototype.readIntLE = function readIntLE(s, o, i) { - (s >>>= 0), (o >>>= 0), i || checkOffset(s, o, this.length); + ((s >>>= 0), (o >>>= 0), i || checkOffset(s, o, this.length)); let u = this[s], _ = 1, w = 0; for (; ++w < o && (_ *= 256); ) u += this[s + w] * _; - return (_ *= 128), u >= _ && (u -= Math.pow(2, 8 * o)), u; + return ((_ *= 128), u >= _ && (u -= Math.pow(2, 8 * o)), u); }), (Buffer.prototype.readIntBE = function readIntBE(s, o, i) { - (s >>>= 0), (o >>>= 0), i || checkOffset(s, o, this.length); + ((s >>>= 0), (o >>>= 0), i || checkOffset(s, o, this.length)); let u = o, _ = 1, w = this[s + --u]; for (; u > 0 && (_ *= 256); ) w += this[s + --u] * _; - return (_ *= 128), w >= _ && (w -= Math.pow(2, 8 * o)), w; + return ((_ *= 128), w >= _ && (w -= Math.pow(2, 8 * o)), w); }), (Buffer.prototype.readInt8 = function readInt8(s, o) { return ( @@ -978,12 +996,12 @@ ); }), (Buffer.prototype.readInt16LE = function readInt16LE(s, o) { - (s >>>= 0), o || checkOffset(s, 2, this.length); + ((s >>>= 0), o || checkOffset(s, 2, this.length)); const i = this[s] | (this[s + 1] << 8); return 32768 & i ? 4294901760 | i : i; }), (Buffer.prototype.readInt16BE = function readInt16BE(s, o) { - (s >>>= 0), o || checkOffset(s, 2, this.length); + ((s >>>= 0), o || checkOffset(s, 2, this.length)); const i = this[s + 1] | (this[s] << 8); return 32768 & i ? 4294901760 | i : i; }), @@ -1024,16 +1042,16 @@ ); })), (Buffer.prototype.readFloatLE = function readFloatLE(s, o) { - return (s >>>= 0), o || checkOffset(s, 4, this.length), _.read(this, s, !0, 23, 4); + return ((s >>>= 0), o || checkOffset(s, 4, this.length), _.read(this, s, !0, 23, 4)); }), (Buffer.prototype.readFloatBE = function readFloatBE(s, o) { - return (s >>>= 0), o || checkOffset(s, 4, this.length), _.read(this, s, !1, 23, 4); + return ((s >>>= 0), o || checkOffset(s, 4, this.length), _.read(this, s, !1, 23, 4)); }), (Buffer.prototype.readDoubleLE = function readDoubleLE(s, o) { - return (s >>>= 0), o || checkOffset(s, 8, this.length), _.read(this, s, !0, 52, 8); + return ((s >>>= 0), o || checkOffset(s, 8, this.length), _.read(this, s, !0, 52, 8)); }), (Buffer.prototype.readDoubleBE = function readDoubleBE(s, o) { - return (s >>>= 0), o || checkOffset(s, 8, this.length), _.read(this, s, !1, 52, 8); + return ((s >>>= 0), o || checkOffset(s, 8, this.length), _.read(this, s, !1, 52, 8)); }), (Buffer.prototype.writeUintLE = Buffer.prototype.writeUIntLE = function writeUIntLE(s, o, i, u) { @@ -1134,8 +1152,8 @@ w = 1, x = 0; for (this[o] = 255 & s; ++_ < i && (w *= 256); ) - s < 0 && 0 === x && 0 !== this[o + _ - 1] && (x = 1), - (this[o + _] = (((s / w) | 0) - x) & 255); + (s < 0 && 0 === x && 0 !== this[o + _ - 1] && (x = 1), + (this[o + _] = (((s / w) | 0) - x) & 255)); return o + i; }), (Buffer.prototype.writeIntBE = function writeIntBE(s, o, i, u) { @@ -1147,8 +1165,8 @@ w = 1, x = 0; for (this[o + _] = 255 & s; --_ >= 0 && (w *= 256); ) - s < 0 && 0 === x && 0 !== this[o + _ + 1] && (x = 1), - (this[o + _] = (((s / w) | 0) - x) & 255); + (s < 0 && 0 === x && 0 !== this[o + _ + 1] && (x = 1), + (this[o + _] = (((s / w) | 0) - x) & 255)); return o + i; }), (Buffer.prototype.writeInt8 = function writeInt8(s, o, i) { @@ -1257,7 +1275,8 @@ if (o < 0) throw new RangeError('targetStart out of bounds'); if (i < 0 || i >= this.length) throw new RangeError('Index out of range'); if (u < 0) throw new RangeError('sourceEnd out of bounds'); - u > this.length && (u = this.length), s.length - o < u - i && (u = s.length - o + i); + (u > this.length && (u = this.length), + s.length - o < u - i && (u = s.length - o + i)); const _ = u - i; return ( this === s && 'function' == typeof Uint8Array.prototype.copyWithin @@ -1301,12 +1320,12 @@ for (_ = 0; _ < i - o; ++_) this[_ + o] = w[_ % x]; } return this; - }); + })); const j = {}; function E(s, o, i) { j[s] = class NodeError extends i { constructor() { - super(), + (super(), Object.defineProperty(this, 'message', { value: o.apply(this, arguments), writable: !0, @@ -1314,7 +1333,7 @@ }), (this.name = `${this.name} [${s}]`), this.stack, - delete this.name; + delete this.name); } get code() { return s; @@ -1344,18 +1363,18 @@ const u = 'bigint' == typeof o ? 'n' : ''; let _; throw ( - ((_ = + (_ = w > 3 ? 0 === o || o === BigInt(0) ? `>= 0${u} and < 2${u} ** ${8 * (w + 1)}${u}` : `>= -(2${u} ** ${8 * (w + 1) - 1}${u}) and < 2 ** ${8 * (w + 1) - 1}${u}` : `>= ${o}${u} and <= ${i}${u}`), - new j.ERR_OUT_OF_RANGE('value', _, s)) + new j.ERR_OUT_OF_RANGE('value', _, s) ); } !(function checkBounds(s, o, i) { - validateNumber(o, 'offset'), - (void 0 !== s[o] && void 0 !== s[o + i]) || boundsError(o, s.length - (i + 1)); + (validateNumber(o, 'offset'), + (void 0 !== s[o] && void 0 !== s[o + i]) || boundsError(o, s.length - (i + 1))); })(u, _, w); } function validateNumber(s, o) { @@ -1367,7 +1386,7 @@ if (o < 0) throw new j.ERR_BUFFER_OUT_OF_BOUNDS(); throw new j.ERR_OUT_OF_RANGE(i || 'offset', `>= ${i ? 1 : 0} and <= ${o}`, s); } - E( + (E( 'ERR_BUFFER_OUT_OF_BOUNDS', function (s) { return s @@ -1401,7 +1420,7 @@ ); }, RangeError - ); + )); const L = /[^+/0-9A-Za-z-_]/g; function utf8ToBytes(s, o) { let i; @@ -1424,7 +1443,7 @@ continue; } if (i < 56320) { - (o -= 3) > -1 && w.push(239, 191, 189), (_ = i); + ((o -= 3) > -1 && w.push(239, 191, 189), (_ = i)); continue; } i = 65536 + (((_ - 55296) << 10) | (i - 56320)); @@ -1505,7 +1524,7 @@ j, L, B = !1; - o || (o = {}), (i = o.debug || !1); + (o || (o = {}), (i = o.debug || !1)); try { if ( ((x = u()), @@ -1525,12 +1544,12 @@ L.addEventListener('copy', function (u) { if ((u.stopPropagation(), o.format)) if ((u.preventDefault(), void 0 === u.clipboardData)) { - i && console.warn('unable to use e.clipboardData'), + (i && console.warn('unable to use e.clipboardData'), i && console.warn('trying IE specific stuff'), - window.clipboardData.clearData(); + window.clipboardData.clearData()); var w = _[o.format] || _.default; window.clipboardData.setData(w, s); - } else u.clipboardData.clearData(), u.clipboardData.setData(o.format, s); + } else (u.clipboardData.clearData(), u.clipboardData.setData(o.format, s)); o.onCopy && (u.preventDefault(), o.onCopy(u.clipboardData)); }), document.body.appendChild(L), @@ -1541,32 +1560,32 @@ throw new Error('copy command was unsuccessful'); B = !0; } catch (u) { - i && console.error('unable to copy using execCommand: ', u), - i && console.warn('trying IE specific stuff'); + (i && console.error('unable to copy using execCommand: ', u), + i && console.warn('trying IE specific stuff')); try { - window.clipboardData.setData(o.format || 'text', s), + (window.clipboardData.setData(o.format || 'text', s), o.onCopy && o.onCopy(window.clipboardData), - (B = !0); + (B = !0)); } catch (u) { - i && console.error('unable to copy using clipboardData: ', u), + (i && console.error('unable to copy using clipboardData: ', u), i && console.error('falling back to prompt'), (w = (function format(s) { var o = (/mac os x/i.test(navigator.userAgent) ? '⌘' : 'Ctrl') + '+C'; return s.replace(/#{\s*key\s*}/g, o); })('message' in o ? o.message : 'Copy to clipboard: #{key}, Enter')), - window.prompt(w, s); + window.prompt(w, s)); } } finally { - j && ('function' == typeof j.removeRange ? j.removeRange(C) : j.removeAllRanges()), + (j && ('function' == typeof j.removeRange ? j.removeRange(C) : j.removeAllRanges()), L && document.body.removeChild(L), - x(); + x()); } return B; }; }, 2205: function (s, o, i) { var u; - (u = void 0 !== i.g ? i.g : this), + ((u = void 0 !== i.g ? i.g : this), (s.exports = (function (s) { if (s.CSS && s.CSS.escape) return s.CSS.escape; var cssEscape = function (s) { @@ -1575,7 +1594,6 @@ for ( var o, i = String(s), u = i.length, _ = -1, w = '', x = i.charCodeAt(0); ++_ < u; - ) 0 != (o = i.charCodeAt(_)) ? (w += @@ -1598,8 +1616,8 @@ : (w += '�'); return w; }; - return s.CSS || (s.CSS = {}), (s.CSS.escape = cssEscape), cssEscape; - })(u)); + return (s.CSS || (s.CSS = {}), (s.CSS.escape = cssEscape), cssEscape); + })(u))); }, 81919: (s, o, i) => { 'use strict'; @@ -1610,7 +1628,7 @@ function cloneSpecificValue(s) { if (s instanceof u) { var o = u.alloc ? u.alloc(s.length) : new u(s.length); - return s.copy(o), o; + return (s.copy(o), o); } if (s instanceof Date) return new Date(s.getTime()); if (s instanceof RegExp) return new RegExp(s); @@ -1746,9 +1764,9 @@ ); } function deepmerge(s, i, u) { - ((u = u || {}).arrayMerge = u.arrayMerge || defaultArrayMerge), + (((u = u || {}).arrayMerge = u.arrayMerge || defaultArrayMerge), (u.isMergeableObject = u.isMergeableObject || o), - (u.cloneUnlessOtherwiseSpecified = cloneUnlessOtherwiseSpecified); + (u.cloneUnlessOtherwiseSpecified = cloneUnlessOtherwiseSpecified)); var _ = Array.isArray(i); return _ === Array.isArray(s) ? _ @@ -1777,7 +1795,7 @@ } = Object; let { freeze: w, seal: x, create: C } = Object, { apply: j, construct: L } = 'undefined' != typeof Reflect && Reflect; - w || + (w || (w = function freeze(s) { return s; }), @@ -1792,7 +1810,7 @@ L || (L = function construct(s, o) { return new s(...o); - }); + })); const B = unapply(Array.prototype.forEach), $ = unapply(Array.prototype.pop), V = unapply(Array.prototype.push), @@ -2533,7 +2551,10 @@ try { return s.createPolicy(_, { createHTML: (s) => s, createScriptURL: (s) => s }); } catch (s) { - return console.warn('TrustedTypes policy ' + _ + ' could not be created.'), null; + return ( + console.warn('TrustedTypes policy ' + _ + ' could not be created.'), + null + ); } }; function createDOMPurify() { @@ -2544,7 +2565,7 @@ (DOMPurify.removed = []), !o || !o.document || o.document.nodeType !== rt.document) ) - return (DOMPurify.isSupported = !1), DOMPurify; + return ((DOMPurify.isSupported = !1), DOMPurify); let { document: i } = o; const u = i, _ = u.currentScript, @@ -2779,11 +2800,11 @@ throw ce( 'TRUSTED_TYPES_POLICY configuration option must provide a "createScriptURL" hook.' ); - (ct = s.TRUSTED_TYPES_POLICY), (ut = ct.createHTML('')); + ((ct = s.TRUSTED_TYPES_POLICY), (ut = ct.createHTML(''))); } else - void 0 === ct && (ct = st(Ye, _)), - null !== ct && 'string' == typeof ut && (ut = ct.createHTML('')); - w && w(s), (yr = s); + (void 0 === ct && (ct = st(Ye, _)), + null !== ct && 'string' == typeof ut && (ut = ct.createHTML(''))); + (w && w(s), (yr = s)); } }, Er = addToSet({}, ['mi', 'mo', 'mn', 'ms', 'mtext']), @@ -2910,7 +2931,7 @@ }, Nr = function _sanitizeElements(s) { let o = null; - if ((Tr('beforeSanitizeElements', s, null), Pr(s))) return Or(s), !0; + if ((Tr('beforeSanitizeElements', s, null), Pr(s))) return (Or(s), !0); const i = gr(s.nodeName); if ( (Tr('uponSanitizeElement', s, { tagName: i, allowedTags: Ot }), @@ -2919,9 +2940,9 @@ le(/<[/\w]/g, s.innerHTML) && le(/<[/\w]/g, s.textContent)) ) - return Or(s), !0; - if (s.nodeType === rt.progressingInstruction) return Or(s), !0; - if (Ft && s.nodeType === rt.comment && le(/<[/\w]/g, s.data)) return Or(s), !0; + return (Or(s), !0); + if (s.nodeType === rt.progressingInstruction) return (Or(s), !0); + if (Ft && s.nodeType === rt.comment && le(/<[/\w]/g, s.data)) return (Or(s), !0); if (!Ot[i] || Mt[i]) { if (!Mt[i] && Dr(i)) { if (Pt.tagNameCheck instanceof RegExp && le(Pt.tagNameCheck, i)) return !1; @@ -2933,11 +2954,11 @@ if (i && o) for (let u = i.length - 1; u >= 0; --u) { const _ = et(i[u], !0); - (_.__removalCount = (s.__removalCount || 0) + 1), - o.insertBefore(_, it(s)); + ((_.__removalCount = (s.__removalCount || 0) + 1), + o.insertBefore(_, it(s))); } } - return Or(s), !0; + return (Or(s), !0); } return s instanceof Re && !Cr(s) ? (Or(s), !0) @@ -3041,8 +3062,8 @@ L = ct.createScriptURL(L); } try { - x ? s.setAttributeNS(x, w, L) : s.setAttribute(w, L), - Pr(s) ? Or(s) : $(DOMPurify.removed); + (x ? s.setAttributeNS(x, w, L) : s.setAttribute(w, L), + Pr(s) ? Or(s) : $(DOMPurify.removed)); } catch (s) {} } } @@ -3052,8 +3073,8 @@ let o = null; const i = Ir(s); for (Tr('beforeSanitizeShadowDOM', s, null); (o = i.nextNode()); ) - Tr('uponSanitizeShadowNode', o, null), - Nr(o) || (o.content instanceof x && _sanitizeShadowDOM(o.content), Lr(o)); + (Tr('uponSanitizeShadowNode', o, null), + Nr(o) || (o.content instanceof x && _sanitizeShadowDOM(o.content), Lr(o))); Tr('afterSanitizeShadowDOM', s, null); }; return ( @@ -3078,11 +3099,11 @@ throw ce('root node is forbidden and cannot be sanitized in-place'); } } else if (s instanceof L) - (i = jr('\x3c!----\x3e')), + ((i = jr('\x3c!----\x3e')), (_ = i.ownerDocument.importNode(s, !0)), (_.nodeType === rt.element && 'BODY' === _.nodeName) || 'HTML' === _.nodeName ? (i = _) - : i.appendChild(_); + : i.appendChild(_)); else { if (!Ut && !Bt && !qt && -1 === s.indexOf('<')) return ct && Wt ? ct.createHTML(s) : s; @@ -3098,7 +3119,7 @@ for (C = dt.call(i.ownerDocument); i.firstChild; ) C.appendChild(i.firstChild); else C = i; - return (jt.shadowroot || jt.shadowrootmode) && (C = gt.call(u, C, !0)), C; + return ((jt.shadowroot || jt.shadowrootmode) && (C = gt.call(u, C, !0)), C); } let $ = qt ? i.outerHTML : i.innerHTML; return ( @@ -3117,11 +3138,11 @@ ); }), (DOMPurify.setConfig = function () { - _r(arguments.length > 0 && void 0 !== arguments[0] ? arguments[0] : {}), - ($t = !0); + (_r(arguments.length > 0 && void 0 !== arguments[0] ? arguments[0] : {}), + ($t = !0)); }), (DOMPurify.clearConfig = function () { - (yr = null), ($t = !1); + ((yr = null), ($t = !1)); }), (DOMPurify.isValidAttribute = function (s, o, i) { yr || _r({}); @@ -3151,7 +3172,7 @@ 'use strict'; class SubRange { constructor(s, o) { - (this.low = s), (this.high = o), (this.length = 1 + o - s); + ((this.low = s), (this.high = o), (this.length = 1 + o - s)); } overlaps(s) { return !(this.high < s.low || this.low > s.high); @@ -3177,7 +3198,7 @@ } class DRange { constructor(s, o) { - (this.ranges = []), (this.length = 0), null != s && this.add(s, o); + ((this.ranges = []), (this.length = 0), null != s && this.add(s, o)); } _update_length() { this.length = this.ranges.reduce((s, o) => s + o.length, 0); @@ -3188,10 +3209,9 @@ for ( var i = this.ranges.slice(0, o); o < this.ranges.length && s.touches(this.ranges[o]); - ) - (s = s.add(this.ranges[o])), o++; - i.push(s), (this.ranges = i.concat(this.ranges.slice(o))), this._update_length(); + ((s = s.add(this.ranges[o])), o++); + (i.push(s), (this.ranges = i.concat(this.ranges.slice(o))), this._update_length()); }; return ( s instanceof DRange @@ -3206,10 +3226,9 @@ for ( var i = this.ranges.slice(0, o); o < this.ranges.length && s.overlaps(this.ranges[o]); - ) - (i = i.concat(this.ranges[o].subtract(s))), o++; - (this.ranges = i.concat(this.ranges.slice(o))), this._update_length(); + ((i = i.concat(this.ranges[o].subtract(s))), o++); + ((this.ranges = i.concat(this.ranges.slice(o))), this._update_length()); }; return ( s instanceof DRange @@ -3225,7 +3244,7 @@ for (; o < this.ranges.length && s.overlaps(this.ranges[o]); ) { var u = Math.max(this.ranges[o].low, s.low), _ = Math.min(this.ranges[o].high, s.high); - i.push(new SubRange(u, _)), o++; + (i.push(new SubRange(u, _)), o++); } }; return ( @@ -3239,7 +3258,7 @@ } index(s) { for (var o = 0; o < this.ranges.length && this.ranges[o].length <= s; ) - (s -= this.ranges[o].length), o++; + ((s -= this.ranges[o].length), o++); return this.ranges[o].low + s; } toString() { @@ -3250,7 +3269,7 @@ } numbers() { return this.ranges.reduce((s, o) => { - for (var i = o.low; i <= o.high; ) s.push(i), i++; + for (var i = o.low; i <= o.high; ) (s.push(i), i++); return s; }, []); } @@ -3292,27 +3311,28 @@ function EventEmitter() { EventEmitter.init.call(this); } - (s.exports = EventEmitter), + ((s.exports = EventEmitter), (s.exports.once = function once(s, o) { return new Promise(function (i, u) { function errorListener(i) { - s.removeListener(o, resolver), u(i); + (s.removeListener(o, resolver), u(i)); } function resolver() { - 'function' == typeof s.removeListener && s.removeListener('error', errorListener), - i([].slice.call(arguments)); + ('function' == typeof s.removeListener && + s.removeListener('error', errorListener), + i([].slice.call(arguments))); } - eventTargetAgnosticAddListener(s, o, resolver, { once: !0 }), + (eventTargetAgnosticAddListener(s, o, resolver, { once: !0 }), 'error' !== o && (function addErrorHandlerIfEventEmitter(s, o, i) { 'function' == typeof s.on && eventTargetAgnosticAddListener(s, 'error', o, i); - })(s, errorListener, { once: !0 }); + })(s, errorListener, { once: !0 })); }); }), (EventEmitter.EventEmitter = EventEmitter), (EventEmitter.prototype._events = void 0), (EventEmitter.prototype._eventsCount = 0), - (EventEmitter.prototype._maxListeners = void 0); + (EventEmitter.prototype._maxListeners = void 0)); var w = 10; function checkListener(s) { if ('function' != typeof s) @@ -3334,7 +3354,7 @@ (x = w[o])), void 0 === x) ) - (x = w[o] = i), ++s._eventsCount; + ((x = w[o] = i), ++s._eventsCount); else if ( ('function' == typeof x ? (x = w[o] = u ? [i, x] : [x, i]) @@ -3351,13 +3371,13 @@ String(o) + ' listeners added. Use emitter.setMaxListeners() to increase limit' ); - (C.name = 'MaxListenersExceededWarning'), + ((C.name = 'MaxListenersExceededWarning'), (C.emitter = s), (C.type = o), (C.count = x.length), (function ProcessEmitWarning(s) { console && console.warn && console.warn(s); - })(C); + })(C)); } return s; } @@ -3374,7 +3394,7 @@ function _onceWrap(s, o, i) { var u = { fired: !1, wrapFn: void 0, target: s, type: o, listener: i }, _ = onceWrapper.bind(u); - return (_.listener = i), (u.wrapFn = _), _; + return ((_.listener = i), (u.wrapFn = _), _); } function _listeners(s, o, i) { var u = s._events; @@ -3415,11 +3435,11 @@ 'The "emitter" argument must be of type EventEmitter. Received type ' + typeof s ); s.addEventListener(o, function wrapListener(_) { - u.once && s.removeEventListener(o, wrapListener), i(_); + (u.once && s.removeEventListener(o, wrapListener), i(_)); }); } } - Object.defineProperty(EventEmitter, 'defaultMaxListeners', { + (Object.defineProperty(EventEmitter, 'defaultMaxListeners', { enumerable: !0, get: function () { return w; @@ -3435,9 +3455,9 @@ } }), (EventEmitter.init = function () { - (void 0 !== this._events && this._events !== Object.getPrototypeOf(this)._events) || + ((void 0 !== this._events && this._events !== Object.getPrototypeOf(this)._events) || ((this._events = Object.create(null)), (this._eventsCount = 0)), - (this._maxListeners = this._maxListeners || void 0); + (this._maxListeners = this._maxListeners || void 0)); }), (EventEmitter.prototype.setMaxListeners = function setMaxListeners(s) { if ('number' != typeof s || s < 0 || _(s)) @@ -3446,7 +3466,7 @@ s + '.' ); - return (this._maxListeners = s), this; + return ((this._maxListeners = s), this); }), (EventEmitter.prototype.getMaxListeners = function getMaxListeners() { return _getMaxListeners(this); @@ -3481,10 +3501,10 @@ return _addListener(this, s, o, !0); }), (EventEmitter.prototype.once = function once(s, o) { - return checkListener(o), this.on(s, _onceWrap(this, s, o)), this; + return (checkListener(o), this.on(s, _onceWrap(this, s, o)), this); }), (EventEmitter.prototype.prependOnceListener = function prependOnceListener(s, o) { - return checkListener(o), this.prependListener(s, _onceWrap(this, s, o)), this; + return (checkListener(o), this.prependListener(s, _onceWrap(this, s, o)), this); }), (EventEmitter.prototype.removeListener = function removeListener(s, o) { var i, u, _, w, x; @@ -3498,18 +3518,18 @@ else if ('function' != typeof i) { for (_ = -1, w = i.length - 1; w >= 0; w--) if (i[w] === o || i[w].listener === o) { - (x = i[w].listener), (_ = w); + ((x = i[w].listener), (_ = w)); break; } if (_ < 0) return this; - 0 === _ + (0 === _ ? i.shift() : (function spliceOne(s, o) { for (; o + 1 < s.length; o++) s[o] = s[o + 1]; s.pop(); })(i, _), 1 === i.length && (u[s] = i[0]), - void 0 !== u.removeListener && this.emit('removeListener', s, x || o); + void 0 !== u.removeListener && this.emit('removeListener', s, x || o)); } return this; }), @@ -3558,26 +3578,26 @@ (EventEmitter.prototype.listenerCount = listenerCount), (EventEmitter.prototype.eventNames = function eventNames() { return this._eventsCount > 0 ? o(this._events) : []; - }); + })); }, 85587: (s, o, i) => { 'use strict'; var u = i(26311), _ = create(Error); function create(s) { - return (FormattedError.displayName = s.displayName || s.name), FormattedError; + return ((FormattedError.displayName = s.displayName || s.name), FormattedError); function FormattedError(o) { - return o && (o = u.apply(null, arguments)), new s(o); + return (o && (o = u.apply(null, arguments)), new s(o)); } } - (s.exports = _), + ((s.exports = _), (_.eval = create(EvalError)), (_.range = create(RangeError)), (_.reference = create(ReferenceError)), (_.syntax = create(SyntaxError)), (_.type = create(TypeError)), (_.uri = create(URIError)), - (_.create = create); + (_.create = create)); }, 26311: (s) => { !(function () { @@ -3599,7 +3619,7 @@ return x[w++]; }, slurpNumber = function () { - for (var i = ''; /\d/.test(s[C]); ) (i += s[C++]), (o = s[C]); + for (var i = ''; /\d/.test(s[C]); ) ((i += s[C++]), (o = s[C])); return i.length > 0 ? parseInt(i) : null; }; C < j; @@ -3629,8 +3649,8 @@ L += parseInt(nextArg(), 10); break; case 'f': - (u = String(parseFloat(nextArg()).toFixed(_ || 6))), - (L += $ ? u : u.replace(/^0/, '')); + ((u = String(parseFloat(nextArg()).toFixed(_ || 6))), + (L += $ ? u : u.replace(/^0/, ''))); break; case 'j': L += JSON.stringify(nextArg()); @@ -3653,7 +3673,7 @@ else '%' === o ? (B = !0) : (L += o); return L; } - ((o = s.exports = format).format = format), + (((o = s.exports = format).format = format), (o.vsprintf = function vsprintf(s, o) { return format.apply(null, [s].concat(o)); }), @@ -3661,7 +3681,7 @@ 'function' == typeof console.log && (o.printf = function printf() { console.log(format.apply(null, arguments)); - }); + })); })(); }, 45981: (s) => { @@ -3694,7 +3714,9 @@ o.default = i; class Response { constructor(s) { - void 0 === s.data && (s.data = {}), (this.data = s.data), (this.isMatchIgnored = !1); + (void 0 === s.data && (s.data = {}), + (this.data = s.data), + (this.isMatchIgnored = !1)); } ignoreMatch() { this.isMatchIgnored = !0; @@ -3721,7 +3743,7 @@ const emitsWrappingTags = (s) => !!s.kind; class HTMLRenderer { constructor(s, o) { - (this.buffer = ''), (this.classPrefix = o.classPrefix), s.walk(this); + ((this.buffer = ''), (this.classPrefix = o.classPrefix), s.walk(this)); } addText(s) { this.buffer += escapeHTML(s); @@ -3729,7 +3751,7 @@ openNode(s) { if (!emitsWrappingTags(s)) return; let o = s.kind; - s.sublanguage || (o = `${this.classPrefix}${o}`), this.span(o); + (s.sublanguage || (o = `${this.classPrefix}${o}`), this.span(o)); } closeNode(s) { emitsWrappingTags(s) && (this.buffer += ''); @@ -3743,7 +3765,7 @@ } class TokenTree { constructor() { - (this.rootNode = { children: [] }), (this.stack = [this.rootNode]); + ((this.rootNode = { children: [] }), (this.stack = [this.rootNode])); } get top() { return this.stack[this.stack.length - 1]; @@ -3756,7 +3778,7 @@ } openNode(s) { const o = { kind: s, children: [] }; - this.add(o), this.stack.push(o); + (this.add(o), this.stack.push(o)); } closeNode() { if (this.stack.length > 1) return this.stack.pop(); @@ -3791,7 +3813,7 @@ } class TokenTreeEmitter extends TokenTree { constructor(s) { - super(), (this.options = s); + (super(), (this.options = s)); } addKeyword(s, o) { '' !== s && (this.openNode(o), this.addText(s), this.closeNode()); @@ -3801,7 +3823,7 @@ } addSublanguage(s, o) { const i = s.root; - (i.kind = o), (i.sublanguage = !0), this.add(i); + ((i.kind = o), (i.sublanguage = !0), this.add(i)); } toHTML() { return new HTMLRenderer(this, this.options).value(); @@ -3945,7 +3967,7 @@ function compileMatch(s, o) { if (s.match) { if (s.begin || s.end) throw new Error('begin & end are not supported with match'); - (s.begin = s.match), delete s.match; + ((s.begin = s.match), delete s.match); } } function compileRelevance(s, o) { @@ -3977,11 +3999,11 @@ u ); function compileList(s, i) { - o && (i = i.map((s) => s.toLowerCase())), + (o && (i = i.map((s) => s.toLowerCase())), i.forEach(function (o) { const i = o.split('|'); u[i[0]] = [s, scoreForKeyword(i[0], i[1])]; - }); + })); } } function scoreForKeyword(s, o) { @@ -3999,24 +4021,24 @@ } class MultiRegex { constructor() { - (this.matchIndexes = {}), + ((this.matchIndexes = {}), (this.regexes = []), (this.matchAt = 1), - (this.position = 0); + (this.position = 0)); } addRule(s, o) { - (o.position = this.position++), + ((o.position = this.position++), (this.matchIndexes[this.matchAt] = o), this.regexes.push([o, s]), (this.matchAt += (function countMatchGroups(s) { return new RegExp(s.toString() + '|').exec('').length - 1; - })(s) + 1); + })(s) + 1)); } compile() { 0 === this.regexes.length && (this.exec = () => null); const s = this.regexes.map((s) => s[1]); - (this.matcherRe = langRe( + ((this.matcherRe = langRe( (function join(s, o = '|') { let i = 0; return s @@ -4031,11 +4053,11 @@ w += _; break; } - (w += _.substring(0, s.index)), + ((w += _.substring(0, s.index)), (_ = _.substring(s.index + s[0].length)), '\\' === s[0][0] && s[1] ? (w += '\\' + String(Number(s[1]) + o)) - : ((w += s[0]), '(' === s[0] && i++); + : ((w += s[0]), '(' === s[0] && i++)); } return w; }) @@ -4044,7 +4066,7 @@ })(s), !0 )), - (this.lastIndex = 0); + (this.lastIndex = 0)); } exec(s) { this.matcherRe.lastIndex = this.lastIndex; @@ -4052,16 +4074,16 @@ if (!o) return null; const i = o.findIndex((s, o) => o > 0 && void 0 !== s), u = this.matchIndexes[i]; - return o.splice(0, i), Object.assign(o, u); + return (o.splice(0, i), Object.assign(o, u)); } } class ResumableMultiRegex { constructor() { - (this.rules = []), + ((this.rules = []), (this.multiRegexes = []), (this.count = 0), (this.lastIndex = 0), - (this.regexIndex = 0); + (this.regexIndex = 0)); } getMatcher(s) { if (this.multiRegexes[s]) return this.multiRegexes[s]; @@ -4080,7 +4102,7 @@ this.regexIndex = 0; } addRule(s, o) { - this.rules.push([s, o]), 'begin' === o.type && this.count++; + (this.rules.push([s, o]), 'begin' === o.type && this.count++); } exec(s) { const o = this.getMatcher(this.regexIndex); @@ -4090,7 +4112,7 @@ if (i && i.index === this.lastIndex); else { const o = this.getMatcher(0); - (o.lastIndex = this.lastIndex + 1), (i = o.exec(s)); + ((o.lastIndex = this.lastIndex + 1), (i = o.exec(s))); } return ( i && @@ -4112,11 +4134,11 @@ (function compileMode(o, i) { const u = o; if (o.isCompiled) return u; - [compileMatch].forEach((s) => s(o, i)), + ([compileMatch].forEach((s) => s(o, i)), s.compilerExtensions.forEach((s) => s(o, i)), (o.__beforeBegin = null), [beginKeywords, compileIllegal, compileRelevance].forEach((s) => s(o, i)), - (o.isCompiled = !0); + (o.isCompiled = !0)); let _ = null; if ( ('object' == typeof o.keywords && @@ -4237,7 +4259,7 @@ const u = nodeStream(s); if (!u.length) return; const _ = document.createElement('div'); - (_.innerHTML = o.value), + ((_.innerHTML = o.value), (o.value = (function mergeStreams(s, o, i) { let u = 0, _ = ''; @@ -4274,15 +4296,15 @@ ) { w.reverse().forEach(close); do { - render(o.splice(0, 1)[0]), (o = selectStream()); + (render(o.splice(0, 1)[0]), (o = selectStream())); } while (o === s && o.length && o[0].offset === u); w.reverse().forEach(open); } else - 'start' === o[0].event ? w.push(o[0].node) : w.pop(), - render(o.splice(0, 1)[0]); + ('start' === o[0].event ? w.push(o[0].node) : w.pop(), + render(o.splice(0, 1)[0])); } return _ + escapeHTML(i.substr(u)); - })(u, nodeStream(_), i)); + })(u, nodeStream(_), i))); } }; function tag(s) { @@ -4355,7 +4377,7 @@ const x = { code: _, language: w }; fire('before:highlight', x); const C = x.result ? x.result : _highlight(x.language, x.code, i, u); - return (C.code = x.code), fire('after:highlight', C), C; + return ((C.code = x.code), fire('after:highlight', C), C); } function _highlight(s, o, u, x) { function keywordData(s, o) { @@ -4363,17 +4385,17 @@ return Object.prototype.hasOwnProperty.call(s.keywords, i) && s.keywords[i]; } function processBuffer() { - null != U.subLanguage + (null != U.subLanguage ? (function processSubLanguage() { if ('' === Z) return; let s = null; if ('string' == typeof U.subLanguage) { if (!i[U.subLanguage]) return void Y.addText(Z); - (s = _highlight(U.subLanguage, Z, !0, z[U.subLanguage])), - (z[U.subLanguage] = s.top); + ((s = _highlight(U.subLanguage, Z, !0, z[U.subLanguage])), + (z[U.subLanguage] = s.top)); } else s = highlightAuto(Z, U.subLanguage.length ? U.subLanguage : null); - U.relevance > 0 && (ee += s.relevance), - Y.addSublanguage(s.emitter, s.language); + (U.relevance > 0 && (ee += s.relevance), + Y.addSublanguage(s.emitter, s.language)); })() : (function processKeywords() { if (!U.keywords) return void Y.addText(Z); @@ -4392,11 +4414,11 @@ Y.addKeyword(o[0], i); } } else i += o[0]; - (s = U.keywordPatternRe.lastIndex), (o = U.keywordPatternRe.exec(Z)); + ((s = U.keywordPatternRe.lastIndex), (o = U.keywordPatternRe.exec(Z))); } - (i += Z.substr(s)), Y.addText(i); + ((i += Z.substr(s)), Y.addText(i)); })(), - (Z = ''); + (Z = '')); } function startNewMode(s) { return ( @@ -4413,7 +4435,7 @@ if (u) { if (s['on:end']) { const i = new Response(s); - s['on:end'](o, i), i.isMatchIgnored && (u = !1); + (s['on:end'](o, i), i.isMatchIgnored && (u = !1)); } if (u) { for (; s.endsParent && s.parent; ) s = s.parent; @@ -4458,9 +4480,9 @@ processBuffer(), w.excludeEnd && (Z = i)); do { - U.className && Y.closeNode(), + (U.className && Y.closeNode(), U.skip || U.subLanguage || (ee += U.relevance), - (U = U.parent); + (U = U.parent)); } while (U !== _.parent); return ( _.starts && @@ -4471,7 +4493,7 @@ let j = {}; function processLexeme(i, _) { const x = _ && _[0]; - if (((Z += i), null == x)) return processBuffer(), 0; + if (((Z += i), null == x)) return (processBuffer(), 0); if ('begin' === j.type && 'end' === _.type && j.index === _.index && '' === x) { if (((Z += o.slice(_.index, _.index + 1)), !w)) { const o = new Error('0 width match regex'); @@ -4494,7 +4516,7 @@ if (ae > 1e5 && ae > 3 * _.index) { throw new Error('potential infinite loop, way more iterations than matches'); } - return (Z += x), x.length; + return ((Z += x), x.length); } const B = getLanguage(s); if (!B) throw (error(C.replace('{}', s)), new Error('Unknown language: "' + s + '"')); @@ -4515,7 +4537,7 @@ le = !1; try { for (U.matcher.considerAll(); ; ) { - ae++, le ? (le = !1) : U.matcher.considerAll(), (U.matcher.lastIndex = ie); + (ae++, le ? (le = !1) : U.matcher.considerAll(), (U.matcher.lastIndex = ie)); const s = U.matcher.exec(o); if (!s) break; const i = processLexeme(o.substring(ie, s.index), s); @@ -4572,7 +4594,7 @@ illegal: !1, top: j }; - return o.emitter.addText(s), o; + return (o.emitter.addText(s), o); })(s), _ = o .filter(getLanguage) @@ -4589,7 +4611,7 @@ }), [x, C] = w, B = x; - return (B.second_best = C), B; + return ((B.second_best = C), B); } const B = { 'before:highlightElement': ({ el: s }) => { @@ -4625,14 +4647,14 @@ return o.split(/\s+/).find((s) => shouldNotHighlight(s) || getLanguage(s)); })(s); if (shouldNotHighlight(i)) return; - fire('before:highlightElement', { el: s, language: i }), (o = s); + (fire('before:highlightElement', { el: s, language: i }), (o = s)); const _ = o.textContent, w = i ? highlight(_, { language: i, ignoreIllegals: !0 }) : highlightAuto(_); - fire('after:highlightElement', { el: s, result: w, text: _ }), + (fire('after:highlightElement', { el: s, result: w, text: _ }), (s.innerHTML = w.value), (function updateClassName(s, o, i) { const _ = o ? u[o] : i; - s.classList.add('hljs'), _ && s.classList.add(_); + (s.classList.add('hljs'), _ && s.classList.add(_)); })(s, i, w.language), (s.result = { language: w.language, re: w.relevance, relavance: w.relevance }), w.second_best && @@ -4640,15 +4662,15 @@ language: w.second_best.language, re: w.second_best.relevance, relavance: w.second_best.relevance - }); + })); } const initHighlighting = () => { if (initHighlighting.called) return; - (initHighlighting.called = !0), + ((initHighlighting.called = !0), deprecated( '10.6.0', 'initHighlighting() is deprecated. Use highlightAll() instead.' - ); + )); document.querySelectorAll('pre code').forEach(highlightElement); }; let U = !1; @@ -4657,13 +4679,13 @@ document.querySelectorAll('pre code').forEach(highlightElement); } function getLanguage(s) { - return (s = (s || '').toLowerCase()), i[s] || i[u[s]]; + return ((s = (s || '').toLowerCase()), i[s] || i[u[s]]); } function registerAliases(s, { languageName: o }) { - 'string' == typeof s && (s = [s]), + ('string' == typeof s && (s = [s]), s.forEach((s) => { u[s.toLowerCase()] = o; - }); + })); } function autoDetection(s) { const o = getLanguage(s); @@ -4675,7 +4697,7 @@ s[i] && s[i](o); }); } - 'undefined' != typeof window && + ('undefined' != typeof window && window.addEventListener && window.addEventListener( 'DOMContentLoaded', @@ -4719,21 +4741,21 @@ ); }, configure: function configure(s) { - s.useBR && + (s.useBR && (deprecated('10.3.0', "'useBR' will be removed entirely in v11.0"), deprecated( '10.3.0', 'Please see https://github.com/highlightjs/highlight.js/issues/2559' )), - (L = Se(L, s)); + (L = Se(L, s))); }, initHighlighting, initHighlightingOnLoad: function initHighlightingOnLoad() { - deprecated( + (deprecated( '10.6.0', 'initHighlightingOnLoad() is deprecated. Use highlightAll() instead.' ), - (U = !0); + (U = !0)); }, registerLanguage: function registerLanguage(o, u) { let _ = null; @@ -4747,12 +4769,12 @@ !w) ) throw s; - error(s), (_ = j); + (error(s), (_ = j)); } - _.name || (_.name = o), + (_.name || (_.name = o), (i[o] = _), (_.rawDefinition = u.bind(null, s)), - _.aliases && registerAliases(_.aliases, { languageName: o }); + _.aliases && registerAliases(_.aliases, { languageName: o })); }, unregisterLanguage: function unregisterLanguage(s) { delete i[s]; @@ -4764,11 +4786,11 @@ getLanguage, registerAliases, requireLanguage: function requireLanguage(s) { - deprecated('10.4.0', 'requireLanguage will be removed entirely in v11.'), + (deprecated('10.4.0', 'requireLanguage will be removed entirely in v11.'), deprecated( '10.4.0', 'Please see https://github.com/highlightjs/highlight.js/pull/2844' - ); + )); const o = getLanguage(s); if (o) return o; throw new Error( @@ -4778,8 +4800,8 @@ autoDetection, inherit: Se, addPlugin: function addPlugin(s) { - !(function upgradePluginAPI(s) { - s['before:highlightBlock'] && + (!(function upgradePluginAPI(s) { + (s['before:highlightBlock'] && !s['before:highlightElement'] && (s['before:highlightElement'] = (o) => { s['before:highlightBlock'](Object.assign({ block: o.el }, o)); @@ -4788,9 +4810,9 @@ !s['after:highlightElement'] && (s['after:highlightElement'] = (o) => { s['after:highlightBlock'](Object.assign({ block: o.el }, o)); - }); + })); })(s), - _.push(s); + _.push(s)); }, vuePlugin: BuildVuePlugin(s).VuePlugin }), @@ -4800,9 +4822,9 @@ (s.safeMode = function () { w = !0; }), - (s.versionString = '10.7.3'); + (s.versionString = '10.7.3')); for (const s in fe) 'object' == typeof fe[s] && o(fe[s]); - return Object.assign(s, fe), s.addPlugin(B), s.addPlugin(be), s.addPlugin(V), s; + return (Object.assign(s, fe), s.addPlugin(B), s.addPlugin(be), s.addPlugin(V), s); })({}); s.exports = Pe; }, @@ -5712,7 +5734,7 @@ }; }, 251: (s, o) => { - (o.read = function (s, o, i, u, _) { + ((o.read = function (s, o, i, u, _) { var w, x, C = 8 * _ - u - 1, @@ -5735,7 +5757,7 @@ if (0 === w) w = 1 - L; else { if (w === j) return x ? NaN : (1 / 0) * (U ? -1 : 1); - (x += Math.pow(2, u)), (w -= L); + ((x += Math.pow(2, u)), (w -= L)); } return (U ? -1 : 1) * x * Math.pow(2, w - u); }), @@ -5768,14 +5790,14 @@ ); for (x = (x << _) | C, L += _; L > 0; s[i + U] = 255 & x, U += z, x /= 256, L -= 8); s[i + U - z] |= 128 * Y; - }); + })); }, 9404: function (s) { s.exports = (function () { 'use strict'; var s = Array.prototype.slice; function createClass(s, o) { - o && (s.prototype = Object.create(o.prototype)), (s.prototype.constructor = s); + (o && (s.prototype = Object.create(o.prototype)), (s.prototype.constructor = s)); } function Iterable(s) { return isIterable(s) ? s : Seq(s); @@ -5804,7 +5826,7 @@ function isOrdered(s) { return !(!s || !s[_]); } - createClass(KeyedIterable, Iterable), + (createClass(KeyedIterable, Iterable), createClass(IndexedIterable, Iterable), createClass(SetIterable, Iterable), (Iterable.isIterable = isIterable), @@ -5814,7 +5836,7 @@ (Iterable.isOrdered = isOrdered), (Iterable.Keyed = KeyedIterable), (Iterable.Indexed = IndexedIterable), - (Iterable.Set = SetIterable); + (Iterable.Set = SetIterable)); var o = '@@__IMMUTABLE_ITERABLE__@@', i = '@@__IMMUTABLE_KEYED__@@', u = '@@__IMMUTABLE_INDEXED__@@', @@ -5827,7 +5849,7 @@ B = { value: !1 }, $ = { value: !1 }; function MakeRef(s) { - return (s.value = !1), s; + return ((s.value = !1), s); } function SetRef(s) { s && (s.value = !0); @@ -5840,7 +5862,7 @@ return u; } function ensureSize(s) { - return void 0 === s.size && (s.size = s.__iterate(returnTrue)), s.size; + return (void 0 === s.size && (s.size = s.__iterate(returnTrue)), s.size); } function wrapIndex(s, o) { if ('number' != typeof o) { @@ -5884,7 +5906,7 @@ } function iteratorValue(s, o, i, u) { var _ = 0 === s ? o : 1 === s ? i : [o, i]; - return u ? (u.value = _) : (u = { value: _, done: !1 }), u; + return (u ? (u.value = _) : (u = { value: _, done: !1 }), u); } function iteratorDone() { return { value: void 0, done: !0 }; @@ -5938,7 +5960,7 @@ : indexedSeqFromValue(s) ).toSetSeq(); } - (Iterator.prototype.toString = function () { + ((Iterator.prototype.toString = function () { return '[Iterator]'; }), (Iterator.KEYS = V), @@ -6005,23 +6027,23 @@ (Seq.isSeq = isSeq), (Seq.Keyed = KeyedSeq), (Seq.Set = SetSeq), - (Seq.Indexed = IndexedSeq); + (Seq.Indexed = IndexedSeq)); var ie, ae, le, ce = '@@__IMMUTABLE_SEQ__@@'; function ArraySeq(s) { - (this._array = s), (this.size = s.length); + ((this._array = s), (this.size = s.length)); } function ObjectSeq(s) { var o = Object.keys(s); - (this._object = s), (this._keys = o), (this.size = o.length); + ((this._object = s), (this._keys = o), (this.size = o.length)); } function IterableSeq(s) { - (this._iterable = s), (this.size = s.length || s.size); + ((this._iterable = s), (this.size = s.length || s.size)); } function IteratorSeq(s) { - (this._iterator = s), (this._iteratorCache = []); + ((this._iterator = s), (this._iteratorCache = [])); } function isSeq(s) { return !(!s || !s[ce]); @@ -6163,12 +6185,12 @@ else { _ = !0; var w = s; - (s = o), (o = w); + ((s = o), (o = w)); } var x = !0, C = o.__iterate(function (o, u) { if (i ? !s.has(o) : _ ? !is(o, s.get(u, L)) : !is(s.get(u, L), o)) - return (x = !1), !1; + return ((x = !1), !1); }); return x && s.size === C; } @@ -6210,7 +6232,7 @@ function KeyedCollection() {} function IndexedCollection() {} function SetCollection() {} - (Seq.prototype[ce] = !0), + ((Seq.prototype[ce] = !0), createClass(ArraySeq, IndexedSeq), (ArraySeq.prototype.get = function (s, o) { return this.has(s) ? this._array[wrapIndex(this, s)] : o; @@ -6397,7 +6419,7 @@ w = 0; return new Iterator(function () { var x = _; - return (_ += o ? -u : u), w > i ? iteratorDone() : iteratorValue(s, w++, x); + return ((_ += o ? -u : u), w > i ? iteratorDone() : iteratorValue(s, w++, x)); }); }), (Range.prototype.equals = function (s) { @@ -6411,7 +6433,7 @@ createClass(SetCollection, Collection), (Collection.Keyed = KeyedCollection), (Collection.Indexed = IndexedCollection), - (Collection.Set = SetCollection); + (Collection.Set = SetCollection)); var pe = 'function' == typeof Math.imul && -2 === Math.imul(4294967295, 2) ? Math.imul @@ -6476,10 +6498,10 @@ void 0 !== s.propertyIsEnumerable && s.propertyIsEnumerable === s.constructor.prototype.propertyIsEnumerable ) - (s.propertyIsEnumerable = function () { + ((s.propertyIsEnumerable = function () { return this.constructor.prototype.propertyIsEnumerable.apply(this, arguments); }), - (s.propertyIsEnumerable[we] = o); + (s.propertyIsEnumerable[we] = o)); else { if (void 0 === s.nodeType) throw new Error('Unable to set a non-enumerable property on object.'); @@ -6491,7 +6513,7 @@ var de = Object.isExtensible, fe = (function () { try { - return Object.defineProperty({}, '@', {}), !0; + return (Object.defineProperty({}, '@', {}), !0); } catch (s) { return !1; } @@ -6525,16 +6547,16 @@ ? s : emptyMap().withMutations(function (o) { var i = KeyedIterable(s); - assertNotInfinite(i.size), + (assertNotInfinite(i.size), i.forEach(function (s, i) { return o.set(i, s); - }); + })); }); } function isMap(s) { return !(!s || !s[qe]); } - createClass(Map, KeyedCollection), + (createClass(Map, KeyedCollection), (Map.of = function () { var o = s.call(arguments, 0); return emptyMap().withMutations(function (s) { @@ -6620,7 +6642,7 @@ }), (Map.prototype.withMutations = function (s) { var o = this.asMutable(); - return s(o), o.wasAltered() ? o.__ensureOwner(this.__ownerID) : this; + return (s(o), o.wasAltered() ? o.__ensureOwner(this.__ownerID) : this); }), (Map.prototype.asMutable = function () { return this.__ownerID ? this : this.__ensureOwner(new OwnerID()); @@ -6640,7 +6662,7 @@ return ( this._root && this._root.iterate(function (o) { - return u++, s(o[1], o[0], i); + return (u++, s(o[1], o[0], i)); }, o), u ); @@ -6652,29 +6674,29 @@ ? makeMap(this.size, this._root, s, this.__hash) : ((this.__ownerID = s), (this.__altered = !1), this); }), - (Map.isMap = isMap); + (Map.isMap = isMap)); var Re, qe = '@@__IMMUTABLE_MAP__@@', $e = Map.prototype; function ArrayMapNode(s, o) { - (this.ownerID = s), (this.entries = o); + ((this.ownerID = s), (this.entries = o)); } function BitmapIndexedNode(s, o, i) { - (this.ownerID = s), (this.bitmap = o), (this.nodes = i); + ((this.ownerID = s), (this.bitmap = o), (this.nodes = i)); } function HashArrayMapNode(s, o, i) { - (this.ownerID = s), (this.count = o), (this.nodes = i); + ((this.ownerID = s), (this.count = o), (this.nodes = i)); } function HashCollisionNode(s, o, i) { - (this.ownerID = s), (this.keyHash = o), (this.entries = i); + ((this.ownerID = s), (this.keyHash = o), (this.entries = i)); } function ValueNode(s, o, i) { - (this.ownerID = s), (this.keyHash = o), (this.entry = i); + ((this.ownerID = s), (this.keyHash = o), (this.entry = i)); } function MapIterator(s, o, i) { - (this._type = o), + ((this._type = o), (this._reverse = i), - (this._stack = s._root && mapIteratorFrame(s._root)); + (this._stack = s._root && mapIteratorFrame(s._root))); } function mapIteratorValue(s, o) { return iteratorValue(s, o[0], o[1]); @@ -6706,7 +6728,7 @@ _ = s.size + (w.value ? (i === L ? -1 : 1) : 0); } else { if (i === L) return s; - (_ = 1), (u = new ArrayMapNode(s.__ownerID, [[o, i]])); + ((_ = 1), (u = new ArrayMapNode(s.__ownerID, [[o, i]]))); } return s.__ownerID ? ((s.size = _), (s._root = u), (s.__hash = void 0), (s.__altered = !0), s) @@ -6759,17 +6781,17 @@ function expandNodes(s, o, i, u, _) { for (var w = 0, x = new Array(C), j = 0; 0 !== i; j++, i >>>= 1) x[j] = 1 & i ? o[w++] : void 0; - return (x[u] = _), new HashArrayMapNode(s, w + 1, x); + return ((x[u] = _), new HashArrayMapNode(s, w + 1, x)); } function mergeIntoMapWith(s, o, i) { for (var u = [], _ = 0; _ < i.length; _++) { var w = i[_], x = KeyedIterable(w); - isIterable(w) || + (isIterable(w) || (x = x.map(function (s) { return fromJS(s); })), - u.push(x); + u.push(x)); } return mergeIntoCollectionWith(s, o, u); } @@ -6835,23 +6857,23 @@ } function setIn(s, o, i, u) { var _ = u ? s : arrCopy(s); - return (_[o] = i), _; + return ((_[o] = i), _); } function spliceIn(s, o, i, u) { var _ = s.length + 1; - if (u && o + 1 === _) return (s[o] = i), s; + if (u && o + 1 === _) return ((s[o] = i), s); for (var w = new Array(_), x = 0, C = 0; C < _; C++) C === o ? ((w[C] = i), (x = -1)) : (w[C] = s[C + x]); return w; } function spliceOut(s, o, i) { var u = s.length - 1; - if (i && o === u) return s.pop(), s; + if (i && o === u) return (s.pop(), s); for (var _ = new Array(u), w = 0, x = 0; x < u; x++) - x === o && (w = 1), (_[x] = s[x + w]); + (x === o && (w = 1), (_[x] = s[x + w])); return _; } - ($e[qe] = !0), + (($e[qe] = !0), ($e[w] = $e.remove), ($e.removeIn = $e.deleteIn), (ArrayMapNode.prototype.get = function (s, o, i, u) { @@ -7022,7 +7044,7 @@ o = this._stack = this._stack.__prev; } return iteratorDone(); - }); + })); var ze = C / 4, We = C / 2, He = C / 4; @@ -7038,16 +7060,16 @@ u > 0 && u < C ? makeList(0, u, x, null, new VNode(i.toArray())) : o.withMutations(function (s) { - s.setSize(u), + (s.setSize(u), i.forEach(function (o, i) { return s.set(i, o); - }); + })); })); } function isList(s) { return !(!s || !s[Ye]); } - createClass(List, IndexedCollection), + (createClass(List, IndexedCollection), (List.of = function () { return this(arguments); }), @@ -7143,7 +7165,6 @@ for ( var i, u = 0, _ = iterateList(this, o); (i = _()) !== tt && !1 !== s(i, u++, this); - ); return u; }), @@ -7162,13 +7183,13 @@ ) : ((this.__ownerID = s), this); }), - (List.isList = isList); + (List.isList = isList)); var Ye = '@@__IMMUTABLE_LIST__@@', Xe = List.prototype; function VNode(s, o) { - (this.array = s), (this.ownerID = o); + ((this.array = s), (this.ownerID = o)); } - (Xe[Ye] = !0), + ((Xe[Ye] = !0), (Xe[w] = Xe.remove), (Xe.setIn = $e.setIn), (Xe.deleteIn = Xe.removeIn = $e.removeIn), @@ -7193,7 +7214,7 @@ if (w && !_) return this; var L = editableVNode(this, s); if (!w) for (var B = 0; B < u; B++) L.array[B] = void 0; - return _ && (L.array[u] = _), L; + return (_ && (L.array[u] = _), L); }), (VNode.prototype.removeAfter = function (s, o, i) { if (i === (o ? 1 << o : 0) || 0 === this.array.length) return this; @@ -7206,8 +7227,8 @@ return this; } var C = editableVNode(this, s); - return C.array.splice(_ + 1), u && (C.array[_] = u), C; - }); + return (C.array.splice(_ + 1), u && (C.array[_] = u), C); + })); var Qe, et, tt = {}; @@ -7318,12 +7339,12 @@ if (o >= getTailOffset(s._capacity)) return s._tail; if (o < 1 << (s._level + x)) { for (var i = s._root, u = s._level; i && u > 0; ) - (i = i.array[(o >>> u) & j]), (u -= x); + ((i = i.array[(o >>> u) & j]), (u -= x)); return i; } } function setListBounds(s, o, i) { - void 0 !== o && (o |= 0), void 0 !== i && (i |= 0); + (void 0 !== o && (o |= 0), void 0 !== i && (i |= 0)); var u = s.__ownerID || new OwnerID(), _ = s._origin, w = s._capacity, @@ -7332,10 +7353,10 @@ if (C === _ && L === w) return s; if (C >= L) return s.clear(); for (var B = s._level, $ = s._root, V = 0; C + V < 0; ) - ($ = new VNode($ && $.array.length ? [void 0, $] : [], u)), (V += 1 << (B += x)); + (($ = new VNode($ && $.array.length ? [void 0, $] : [], u)), (V += 1 << (B += x))); V && ((C += V), (_ += V), (L += V), (w += V)); for (var U = getTailOffset(w), z = getTailOffset(L); z >= 1 << (B + x); ) - ($ = new VNode($ && $.array.length ? [$] : [], u)), (B += x); + (($ = new VNode($ && $.array.length ? [$] : [], u)), (B += x)); var Y = s._tail, Z = z < U ? listNodeFor(s, L - 1) : z > U ? new VNode([], u) : Y; if (Y && z > U && C < w && Y.array.length) { @@ -7346,16 +7367,16 @@ ee.array[(U >>> x) & j] = Y; } if ((L < w && (Z = Z && Z.removeAfter(u, 0, L)), C >= z)) - (C -= z), (L -= z), (B = x), ($ = null), (Z = Z && Z.removeBefore(u, 0, C)); + ((C -= z), (L -= z), (B = x), ($ = null), (Z = Z && Z.removeBefore(u, 0, C))); else if (C > _ || z < U) { for (V = 0; $; ) { var le = (C >>> B) & j; if ((le !== z >>> B) & j) break; - le && (V += (1 << B) * le), (B -= x), ($ = $.array[le]); + (le && (V += (1 << B) * le), (B -= x), ($ = $.array[le])); } - $ && C > _ && ($ = $.removeBefore(u, B, C - V)), + ($ && C > _ && ($ = $.removeBefore(u, B, C - V)), $ && z < U && ($ = $.removeAfter(u, B, z - V)), - V && ((C -= V), (L -= V)); + V && ((C -= V), (L -= V))); } return s.__ownerID ? ((s.size = L - C), @@ -7373,14 +7394,14 @@ for (var u = [], _ = 0, w = 0; w < i.length; w++) { var x = i[w], C = IndexedIterable(x); - C.size > _ && (_ = C.size), + (C.size > _ && (_ = C.size), isIterable(x) || (C = C.map(function (s) { return fromJS(s); })), - u.push(C); + u.push(C)); } - return _ > s.size && (s = s.setSize(_)), mergeIntoCollectionWith(s, o, u); + return (_ > s.size && (s = s.setSize(_)), mergeIntoCollectionWith(s, o, u)); } function getTailOffset(s) { return s < C ? 0 : ((s - 1) >>> x) << x; @@ -7392,10 +7413,10 @@ ? s : emptyOrderedMap().withMutations(function (o) { var i = KeyedIterable(s); - assertNotInfinite(i.size), + (assertNotInfinite(i.size), i.forEach(function (s, i) { return o.set(i, s); - }); + })); }); } function isOrderedMap(s) { @@ -7438,23 +7459,23 @@ : ((u = w.remove(o)), (_ = j === x.size - 1 ? x.pop() : x.set(j, void 0))); } else if (B) { if (i === x.get(j)[1]) return s; - (u = w), (_ = x.set(j, [o, i])); - } else (u = w.set(o, x.size)), (_ = x.set(x.size, [o, i])); + ((u = w), (_ = x.set(j, [o, i]))); + } else ((u = w.set(o, x.size)), (_ = x.set(x.size, [o, i]))); return s.__ownerID ? ((s.size = u.size), (s._map = u), (s._list = _), (s.__hash = void 0), s) : makeOrderedMap(u, _); } function ToKeyedSequence(s, o) { - (this._iter = s), (this._useKeys = o), (this.size = s.size); + ((this._iter = s), (this._useKeys = o), (this.size = s.size)); } function ToIndexedSequence(s) { - (this._iter = s), (this.size = s.size); + ((this._iter = s), (this.size = s.size)); } function ToSetSequence(s) { - (this._iter = s), (this.size = s.size); + ((this._iter = s), (this.size = s.size)); } function FromEntriesSequence(s) { - (this._iter = s), (this.size = s.size); + ((this._iter = s), (this.size = s.size)); } function flipFactory(s) { var o = makeSequence(s); @@ -7493,7 +7514,7 @@ var s = u.next(); if (!s.done) { var o = s.value[0]; - (s.value[0] = s.value[1]), (s.value[1] = o); + ((s.value[0] = s.value[1]), (s.value[1] = o)); } return s; }); @@ -7590,7 +7611,7 @@ C = 0; return ( s.__iterate(function (s, w, j) { - if (o.call(i, s, w, j)) return C++, _(s, u ? w : C - 1, x); + if (o.call(i, s, w, j)) return (C++, _(s, u ? w : C - 1, x)); }, w), C ); @@ -7628,7 +7649,7 @@ _ = (isOrdered(s) ? OrderedMap() : Map()).asMutable(); s.__iterate(function (w, x) { _.update(o.call(i, w, x, s), function (s) { - return (s = s || []).push(u ? [x, w] : w), s; + return ((s = s || []).push(u ? [x, w] : w), s); }); }); var w = iterableClass(s); @@ -7669,7 +7690,7 @@ return ( s.__iterate(function (s, i) { if (!j || !(j = x++ < w)) - return L++, !1 !== o(s, u ? i : L - 1, _) && L !== C; + return (L++, !1 !== o(s, u ? i : L - 1, _) && L !== C); }), L ); @@ -7737,7 +7758,7 @@ j = 0; return ( s.__iterate(function (s, w, L) { - if (!C || !(C = o.call(i, s, w, L))) return j++, _(s, u ? w : j - 1, x); + if (!C || !(C = o.call(i, s, w, L))) return (j++, _(s, u ? w : j - 1, x)); }), j ); @@ -7756,7 +7777,7 @@ ? s : iteratorValue(_, L++, _ === V ? void 0 : s.value[1], s); var $ = s.value; - (w = $[0]), (B = $[1]), j && (j = o.call(i, B, w, x)); + ((w = $[0]), (B = $[1]), j && (j = o.call(i, B, w, x))); } while (j); return _ === z ? s : iteratorValue(_, w, B, s); }); @@ -7815,7 +7836,7 @@ ); }, _); } - return flatDeep(s, 0), w; + return (flatDeep(s, 0), w); }), (u.__iteratorUncached = function (u, _) { var w = s.__iterator(u, _), @@ -7828,7 +7849,7 @@ var j = s.value; if ((u === z && (j = j[1]), (o && !(x.length < o)) || !isIterable(j))) return i ? s : iteratorValue(u, C++, j, s); - x.push(w), (w = j.__iterator(u, _)); + (x.push(w), (w = j.__iterator(u, _))); } else w = x.pop(); } return iteratorDone(); @@ -7934,13 +7955,12 @@ for ( var i, u = this.__iterator(U, o), _ = 0; !(i = u.next()).done && !1 !== s(i.value, _++, this); - ); return _; }), (u.__iteratorUncached = function (s, u) { var _ = i.map(function (s) { - return (s = Iterable(s)), getIterator(u ? s.reverse() : s); + return ((s = Iterable(s)), getIterator(u ? s.reverse() : s)); }), w = 0, x = !1; @@ -7979,7 +7999,7 @@ if (s !== Object(s)) throw new TypeError('Expected [K, V] tuple: ' + s); } function resolveSize(s) { - return assertNotInfinite(s.size), ensureSize(s); + return (assertNotInfinite(s.size), ensureSize(s)); } function iterableClass(s) { return isKeyed(s) ? KeyedIterable : isIndexed(s) ? IndexedIterable : SetIterable; @@ -8013,18 +8033,18 @@ if (!i) { i = !0; var x = Object.keys(s); - setProps(_, x), + (setProps(_, x), (_.size = x.length), (_._name = o), (_._keys = x), - (_._defaultValues = s); + (_._defaultValues = s)); } this._map = Map(w); }, _ = (u.prototype = Object.create(rt)); - return (_.constructor = u), u; + return ((_.constructor = u), u); } - createClass(OrderedMap, Map), + (createClass(OrderedMap, Map), (OrderedMap.of = function () { return this(arguments); }), @@ -8211,7 +8231,7 @@ return this._map ? this._map.get(s, i) : i; }), (Record.prototype.clear = function () { - if (this.__ownerID) return this._map && this._map.clear(), this; + if (this.__ownerID) return (this._map && this._map.clear(), this); var s = this.constructor; return s._empty || (s._empty = makeRecord(this, emptyMap())); }), @@ -8250,11 +8270,11 @@ if (s === this.__ownerID) return this; var o = this._map && this._map.__ensureOwner(s); return s ? makeRecord(this, o, s) : ((this.__ownerID = s), (this._map = o), this); - }); + })); var rt = Record.prototype; function makeRecord(s, o, i) { var u = Object.create(Object.getPrototypeOf(s)); - return (u._map = o), (u.__ownerID = i), u; + return ((u._map = o), (u.__ownerID = i), u); } function recordName(s) { return s._name || s.constructor.name || 'Record'; @@ -8270,7 +8290,7 @@ return this.get(o); }, set: function (s) { - invariant(this.__ownerID, 'Cannot set on an immutable record.'), this.set(o, s); + (invariant(this.__ownerID, 'Cannot set on an immutable record.'), this.set(o, s)); } }); } @@ -8281,16 +8301,16 @@ ? s : emptySet().withMutations(function (o) { var i = SetIterable(s); - assertNotInfinite(i.size), + (assertNotInfinite(i.size), i.forEach(function (s) { return o.add(s); - }); + })); }); } function isSet(s) { return !(!s || !s[st]); } - (rt[w] = rt.remove), + ((rt[w] = rt.remove), (rt.deleteIn = rt.removeIn = $e.removeIn), (rt.merge = $e.merge), (rt.mergeWith = $e.mergeWith), @@ -8406,7 +8426,7 @@ var o = this._map.__ensureOwner(s); return s ? this.__make(o, s) : ((this.__ownerID = s), (this._map = o), this); }), - (Set.isSet = isSet); + (Set.isSet = isSet)); var nt, st = '@@__IMMUTABLE_SET__@@', ot = Set.prototype; @@ -8421,7 +8441,7 @@ } function makeSet(s, o) { var i = Object.create(ot); - return (i.size = s ? s.size : 0), (i._map = s), (i.__ownerID = o), i; + return ((i.size = s ? s.size : 0), (i._map = s), (i.__ownerID = o), i); } function emptySet() { return nt || (nt = makeSet(emptyMap())); @@ -8433,16 +8453,16 @@ ? s : emptyOrderedSet().withMutations(function (o) { var i = SetIterable(s); - assertNotInfinite(i.size), + (assertNotInfinite(i.size), i.forEach(function (s) { return o.add(s); - }); + })); }); } function isOrderedSet(s) { return isSet(s) && isOrdered(s); } - (ot[st] = !0), + ((ot[st] = !0), (ot[w] = ot.remove), (ot.mergeDeep = ot.merge), (ot.mergeDeepWith = ot.mergeWith), @@ -8461,12 +8481,12 @@ (OrderedSet.prototype.toString = function () { return this.__toString('OrderedSet {', '}'); }), - (OrderedSet.isOrderedSet = isOrderedSet); + (OrderedSet.isOrderedSet = isOrderedSet)); var it, at = OrderedSet.prototype; function makeOrderedSet(s, o) { var i = Object.create(at); - return (i.size = s ? s.size : 0), (i._map = s), (i.__ownerID = o), i; + return ((i.size = s ? s.size : 0), (i._map = s), (i.__ownerID = o), i); } function emptyOrderedSet() { return it || (it = makeOrderedSet(emptyOrderedMap())); @@ -8477,7 +8497,7 @@ function isStack(s) { return !(!s || !s[ct]); } - (at[_] = !0), + ((at[_] = !0), (at.__empty = emptyOrderedSet), (at.__make = makeOrderedSet), createClass(Stack, IndexedCollection), @@ -8518,7 +8538,7 @@ i = this._head; return ( s.reverse().forEach(function (s) { - o++, (i = { value: s, next: i }); + (o++, (i = { value: s, next: i })); }), this.__ownerID ? ((this.size = o), @@ -8585,12 +8605,12 @@ return new Iterator(function () { if (u) { var o = u.value; - return (u = u.next), iteratorValue(s, i++, o); + return ((u = u.next), iteratorValue(s, i++, o)); } return iteratorDone(); }); }), - (Stack.isStack = isStack); + (Stack.isStack = isStack)); var lt, ct = '@@__IMMUTABLE_STACK__@@', ut = Stack.prototype; @@ -8618,7 +8638,7 @@ s ); } - (ut[ct] = !0), + ((ut[ct] = !0), (ut.withMutations = $e.withMutations), (ut.asMutable = $e.asMutable), (ut.asImmutable = $e.asImmutable), @@ -8717,7 +8737,7 @@ var i = !0; return ( this.__iterate(function (u, _, w) { - if (!s.call(o, u, _, w)) return (i = !1), !1; + if (!s.call(o, u, _, w)) return ((i = !1), !1); }), i ); @@ -8730,15 +8750,15 @@ return u ? u[1] : i; }, forEach: function (s, o) { - return assertNotInfinite(this.size), this.__iterate(o ? s.bind(o) : s); + return (assertNotInfinite(this.size), this.__iterate(o ? s.bind(o) : s)); }, join: function (s) { - assertNotInfinite(this.size), (s = void 0 !== s ? '' + s : ','); + (assertNotInfinite(this.size), (s = void 0 !== s ? '' + s : ',')); var o = '', i = !0; return ( this.__iterate(function (u) { - i ? (i = !1) : (o += s), (o += null != u ? u.toString() : ''); + (i ? (i = !1) : (o += s), (o += null != u ? u.toString() : '')); }), o ); @@ -8816,7 +8836,7 @@ var u = i; return ( this.__iterate(function (i, _, w) { - if (s.call(o, i, _, w)) return (u = [_, i]), !1; + if (s.call(o, i, _, w)) return ((u = [_, i]), !1); }), u ); @@ -8944,9 +8964,9 @@ hashCode: function () { return this.__hash || (this.__hash = hashIterable(this)); } - }); + })); var pt = Iterable.prototype; - (pt[o] = !0), + ((pt[o] = !0), (pt[ee] = pt.values), (pt.__toJS = pt.toArray), (pt.__toStringMapper = quoteString), @@ -8984,7 +9004,7 @@ .flip() ); } - }); + })); var ht = KeyedIterable.prototype; function keyMapper(s, o) { return o; @@ -9129,7 +9149,7 @@ var s = [this].concat(arrCopy(arguments)), o = zipWithFactory(this.toSeq(), IndexedSeq.of, s), i = o.flatten(!0); - return o.size && (i.size = o.size * s.length), reify(this, i); + return (o.size && (i.size = o.size * s.length), reify(this, i)); }, keySeq: function () { return Range(0, this.size); @@ -9148,7 +9168,7 @@ }, zipWith: function (s) { var o = arrCopy(arguments); - return (o[0] = this), reify(this, zipWithFactory(this, s, o)); + return ((o[0] = this), reify(this, zipWithFactory(this, s, o))); } }), (IndexedIterable.prototype[u] = !0), @@ -9204,9 +9224,9 @@ if (o) { s.super_ = o; var TempCtor = function () {}; - (TempCtor.prototype = o.prototype), + ((TempCtor.prototype = o.prototype), (s.prototype = new TempCtor()), - (s.prototype.constructor = s); + (s.prototype.constructor = s)); } }); }, @@ -9222,15 +9242,15 @@ ? window.URL.createObjectURL(_) : window.webkitURL.createObjectURL(_), x = document.createElement('a'); - (x.style.display = 'none'), + ((x.style.display = 'none'), (x.href = w), x.setAttribute('download', o), void 0 === x.download && x.setAttribute('target', '_blank'), document.body.appendChild(x), x.click(), setTimeout(function () { - document.body.removeChild(x), window.URL.revokeObjectURL(w); - }, 200); + (document.body.removeChild(x), window.URL.revokeObjectURL(w)); + }, 200)); } }; }, @@ -9291,7 +9311,7 @@ function invokeFunc(o) { var i = u, w = _; - return (u = _ = void 0), (L = o), (x = s.apply(w, i)); + return ((u = _ = void 0), (L = o), (x = s.apply(w, i))); } function shouldInvoke(s) { var i = s - j; @@ -9309,7 +9329,7 @@ ); } function trailingEdge(s) { - return (C = void 0), z && u ? invokeFunc(s) : ((u = _ = void 0), x); + return ((C = void 0), z && u ? invokeFunc(s) : ((u = _ = void 0), x)); } function debounced() { var s = now(), @@ -9317,11 +9337,11 @@ if (((u = arguments), (_ = this), (j = s), i)) { if (void 0 === C) return (function leadingEdge(s) { - return (L = s), (C = setTimeout(timerExpired, o)), B ? invokeFunc(s) : x; + return ((L = s), (C = setTimeout(timerExpired, o)), B ? invokeFunc(s) : x); })(j); - if ($) return (C = setTimeout(timerExpired, o)), invokeFunc(j); + if ($) return ((C = setTimeout(timerExpired, o)), invokeFunc(j)); } - return void 0 === C && (C = setTimeout(timerExpired, o)), x; + return (void 0 === C && (C = setTimeout(timerExpired, o)), x); } return ( (o = toNumber(o) || 0), @@ -9330,7 +9350,7 @@ (w = ($ = 'maxWait' in i) ? V(toNumber(i.maxWait) || 0, o) : w), (z = 'trailing' in i ? !!i.trailing : z)), (debounced.cancel = function cancel() { - void 0 !== C && clearTimeout(C), (L = 0), (u = j = _ = C = void 0); + (void 0 !== C && clearTimeout(C), (L = 0), (u = j = _ = C = void 0)); }), (debounced.flush = function flush() { return void 0 === C ? x : trailingEdge(now()); @@ -9357,28 +9377,28 @@ this.set(u[0], u[1]); } } - (Hash.prototype.clear = u), + ((Hash.prototype.clear = u), (Hash.prototype.delete = _), (Hash.prototype.get = w), (Hash.prototype.has = x), (Hash.prototype.set = C), - (s.exports = Hash); + (s.exports = Hash)); }, 30980: (s, o, i) => { var u = i(39344), _ = i(94033); function LazyWrapper(s) { - (this.__wrapped__ = s), + ((this.__wrapped__ = s), (this.__actions__ = []), (this.__dir__ = 1), (this.__filtered__ = !1), (this.__iteratees__ = []), (this.__takeCount__ = 4294967295), - (this.__views__ = []); + (this.__views__ = [])); } - (LazyWrapper.prototype = u(_.prototype)), + ((LazyWrapper.prototype = u(_.prototype)), (LazyWrapper.prototype.constructor = LazyWrapper), - (s.exports = LazyWrapper); + (s.exports = LazyWrapper)); }, 80079: (s, o, i) => { var u = i(63702), @@ -9394,26 +9414,26 @@ this.set(u[0], u[1]); } } - (ListCache.prototype.clear = u), + ((ListCache.prototype.clear = u), (ListCache.prototype.delete = _), (ListCache.prototype.get = w), (ListCache.prototype.has = x), (ListCache.prototype.set = C), - (s.exports = ListCache); + (s.exports = ListCache)); }, 56017: (s, o, i) => { var u = i(39344), _ = i(94033); function LodashWrapper(s, o) { - (this.__wrapped__ = s), + ((this.__wrapped__ = s), (this.__actions__ = []), (this.__chain__ = !!o), (this.__index__ = 0), - (this.__values__ = void 0); + (this.__values__ = void 0)); } - (LodashWrapper.prototype = u(_.prototype)), + ((LodashWrapper.prototype = u(_.prototype)), (LodashWrapper.prototype.constructor = LodashWrapper), - (s.exports = LodashWrapper); + (s.exports = LodashWrapper)); }, 68223: (s, o, i) => { var u = i(56110)(i(9325), 'Map'); @@ -9433,12 +9453,12 @@ this.set(u[0], u[1]); } } - (MapCache.prototype.clear = u), + ((MapCache.prototype.clear = u), (MapCache.prototype.delete = _), (MapCache.prototype.get = w), (MapCache.prototype.has = x), (MapCache.prototype.set = C), - (s.exports = MapCache); + (s.exports = MapCache)); }, 32804: (s, o, i) => { var u = i(56110)(i(9325), 'Promise'); @@ -9457,9 +9477,9 @@ i = null == s ? 0 : s.length; for (this.__data__ = new u(); ++o < i; ) this.add(s[o]); } - (SetCache.prototype.add = SetCache.prototype.push = _), + ((SetCache.prototype.add = SetCache.prototype.push = _), (SetCache.prototype.has = w), - (s.exports = SetCache); + (s.exports = SetCache)); }, 37217: (s, o, i) => { var u = i(80079), @@ -9472,12 +9492,12 @@ var o = (this.__data__ = new u(s)); this.size = o.size; } - (Stack.prototype.clear = _), + ((Stack.prototype.clear = _), (Stack.prototype.delete = w), (Stack.prototype.get = x), (Stack.prototype.has = C), (Stack.prototype.set = j), - (s.exports = Stack); + (s.exports = Stack)); }, 51873: (s, o, i) => { var u = i(9325).Symbol; @@ -9664,7 +9684,7 @@ be = '[object Function]', _e = '[object Object]', we = {}; - (we[ye] = + ((we[ye] = we['[object Array]'] = we['[object ArrayBuffer]'] = we['[object DataView]'] = @@ -9713,7 +9733,7 @@ Pe || (Pe = new u()); var Ye = Pe.get(s); if (Ye) return Ye; - Pe.set(s, Te), + (Pe.set(s, Te), pe(s) ? s.forEach(function (u) { Te.add(baseClone(u, o, i, u, s, Pe)); @@ -9721,15 +9741,15 @@ : le(s) && s.forEach(function (u, _) { Te.set(_, baseClone(u, o, i, _, s, Pe)); - }); + })); var Xe = ze ? void 0 : ($e ? (qe ? U : V) : qe ? fe : de)(s); return ( _(Xe || s, function (u, _) { - Xe && (u = s[(_ = u)]), w(Te, _, baseClone(u, o, i, _, s, Pe)); + (Xe && (u = s[(_ = u)]), w(Te, _, baseClone(u, o, i, _, s, Pe))); }), Te ); - }); + })); }, 39344: (s, o, i) => { var u = i(23805), @@ -9741,7 +9761,7 @@ if (_) return _(s); object.prototype = s; var o = new object(); - return (object.prototype = void 0), o; + return ((object.prototype = void 0), o); }; })(); s.exports = w; @@ -9878,11 +9898,12 @@ fe = le == ce; if (fe && L(s)) { if (!L(o)) return !1; - (ie = !0), (pe = !1); + ((ie = !0), (pe = !1)); } if (fe && !pe) return ( - ee || (ee = new u()), ie || B(s) ? _(s, o, i, Y, Z, ee) : w(s, o, le, i, Y, Z, ee) + ee || (ee = new u()), + ie || B(s) ? _(s, o, i, Y, Z, ee) : w(s, o, le, i, Y, Z, ee) ); if (!(1 & i)) { var ye = pe && z.call(s, '__wrapped__'), @@ -9890,7 +9911,7 @@ if (ye || be) { var _e = ye ? s.value() : s, we = be ? o.value() : o; - return ee || (ee = new u()), Z(_e, we, i, Y, ee); + return (ee || (ee = new u()), Z(_e, we, i, Y, ee)); } } return !!fe && (ee || (ee = new u()), x(s, o, i, Y, Z, ee)); @@ -9968,7 +9989,7 @@ _ = i(30294), w = i(40346), x = {}; - (x['[object Float32Array]'] = + ((x['[object Float32Array]'] = x['[object Float64Array]'] = x['[object Int8Array]'] = x['[object Int16Array]'] = @@ -9996,7 +10017,7 @@ !1), (s.exports = function baseIsTypedArray(s) { return w(s) && _(s.length) && !!x[u(s)]; - }); + })); }, 15389: (s, o, i) => { var u = i(93663), @@ -10089,7 +10110,7 @@ if (($ || ($ = new u()), C(w))) x(s, o, j, i, baseMerge, B, $); else { var V = B ? B(L(s, j), w, j + '', s, o, $) : void 0; - void 0 === V && (V = w), _(s, j, V); + (void 0 === V && (V = w), _(s, j, V)); } }, j @@ -10124,7 +10145,7 @@ var _e = L(de), we = !_e && $(de), Se = !_e && !we && Y(de); - (ye = de), + ((ye = de), _e || we || Se ? L(pe) ? (ye = pe) @@ -10137,9 +10158,9 @@ : (ye = []) : z(de) || j(de) ? ((ye = pe), j(pe) ? (ye = ee(pe)) : (U(pe) && !V(pe)) || (ye = C(de))) - : (be = !1); + : (be = !1)); } - be && (ce.set(de, ye), ae(ye, de, ie, le, ce), ce.delete(de)), u(s, i, ye); + (be && (ce.set(de, ye), ae(ye, de, ie, le, ce), ce.delete(de)), u(s, i, ye)); } }; }, @@ -10199,7 +10220,7 @@ var Y = V[U]; void 0 === (z = j ? j(Y, U, V) : void 0) && (z = x(Y) ? Y : w(o[L + 1]) ? [] : {}); } - u(V, U, z), (V = V[U]); + (u(V, U, z), (V = V[U])); } return s; }; @@ -10209,7 +10230,7 @@ _ = i(48152), w = _ ? function (s, o) { - return _.set(s, o), s; + return (_.set(s, o), s); } : u; s.exports = w; @@ -10234,10 +10255,10 @@ s.exports = function baseSlice(s, o, i) { var u = -1, _ = s.length; - o < 0 && (o = -o > _ ? 0 : _ + o), + (o < 0 && (o = -o > _ ? 0 : _ + o), (i = i > _ ? _ : i) < 0 && (i += _), (_ = o > i ? 0 : (i - o) >>> 0), - (o >>>= 0); + (o >>>= 0)); for (var w = Array(_); ++u < _; ) w[u] = s[u + o]; return w; }; @@ -10295,7 +10316,7 @@ w = i(68969), x = i(77797); s.exports = function baseUnset(s, o) { - return (o = u(o, s)), null == (s = w(s, o)) || delete s[x(_(o))]; + return ((o = u(o, s)), null == (s = w(s, o)) || delete s[x(_(o))]); }; }, 51234: (s) => { @@ -10325,14 +10346,14 @@ var u = i(25160); s.exports = function castSlice(s, o, i) { var _ = s.length; - return (i = void 0 === i ? _ : i), !o && i >= _ ? s : u(s, o, i); + return ((i = void 0 === i ? _ : i), !o && i >= _ ? s : u(s, o, i)); }; }, 49653: (s, o, i) => { var u = i(37828); s.exports = function cloneArrayBuffer(s) { var o = new s.constructor(s.byteLength); - return new u(o).set(new u(s)), o; + return (new u(o).set(new u(s)), o); }; }, 93290: (s, o, i) => { @@ -10346,7 +10367,7 @@ if (o) return s.slice(); var i = s.length, u = C ? C(i) : new s.constructor(i); - return s.copy(u), u; + return (s.copy(u), u); }; }, 76169: (s, o, i) => { @@ -10360,7 +10381,7 @@ var o = /\w*$/; s.exports = function cloneRegExp(s) { var i = new s.constructor(s.source, o.exec(s)); - return (i.lastIndex = s.lastIndex), i; + return ((i.lastIndex = s.lastIndex), i); }; }, 93736: (s, o, i) => { @@ -10391,7 +10412,6 @@ $ = Array(L + B), V = !_; ++j < L; - ) $[j] = i[j]; for (; ++w < C; ) (V || w < x) && ($[u[w]] = s[w]); @@ -10413,7 +10433,6 @@ V = Array($ + B), U = !_; ++w < $; - ) V[w] = s[w]; for (var z = w; ++L < B; ) V[z + L] = i[L]; @@ -10438,7 +10457,7 @@ for (var C = -1, j = o.length; ++C < j; ) { var L = o[C], B = w ? w(i[L], s[L], L, i, s) : void 0; - void 0 === B && (B = s[L]), x ? _(i, L, B) : u(i, L, B); + (void 0 === B && (B = s[L]), x ? _(i, L, B) : u(i, L, B)); } return i; }; @@ -10481,7 +10500,6 @@ C && _(i[0], i[1], C) && ((x = w < 3 ? void 0 : x), (w = 1)), o = Object(o); ++u < w; - ) { var j = i[u]; j && s(o, j, u, x); @@ -10499,7 +10517,6 @@ for ( var w = i.length, x = o ? w : -1, C = Object(i); (o ? x-- : ++x < w) && !1 !== _(C[x], x, C); - ); return i; }; @@ -10615,10 +10632,10 @@ var C = Object(o); if (!_(o)) { var j = u(i, 3); - (o = w(o)), + ((o = w(o)), (i = function (s) { return j(C[s], s, C); - }); + })); } var L = s(o, i, x); return L > -1 ? C[j ? o[L] : L] : void 0; @@ -10685,7 +10702,6 @@ $ = Array(B + _), V = this && this !== w && this instanceof wrapper ? j : s; ++L < B; - ) $[L] = x[L]; for (; _--; ) $[L++] = arguments[++o]; @@ -10699,7 +10715,7 @@ w = i(70981); s.exports = function createRecurry(s, o, i, x, C, j, L, B, $, V) { var U = 8 & o; - (o |= U ? 32 : 64), 4 & (o &= ~(U ? 64 : 32)) || (o &= -4); + ((o |= U ? 32 : 64), 4 & (o &= ~(U ? 64 : 32)) || (o &= -4)); var z = [ s, o, @@ -10713,7 +10729,7 @@ V ], Y = i.apply(void 0, z); - return u(s) && _(Y, z), (Y.placeholder = x), w(Y, s, o); + return (u(s) && _(Y, z), (Y.placeholder = x), w(Y, s, o)); }; }, 66977: (s, o, i) => { @@ -10973,7 +10989,7 @@ _ = (function () { try { var s = u(Object, 'defineProperty'); - return s({}, '', {}), s; + return (s({}, '', {}), s); } catch (s) {} })(); s.exports = _; @@ -11016,7 +11032,7 @@ break; } } - return j.delete(s), j.delete(o), Y; + return (j.delete(s), j.delete(o), Y); }; }, 21986: (s, o, i) => { @@ -11032,7 +11048,7 @@ switch (i) { case '[object DataView]': if (s.byteLength != o.byteLength || s.byteOffset != o.byteOffset) return !1; - (s = s.buffer), (o = o.buffer); + ((s = s.buffer), (o = o.buffer)); case '[object ArrayBuffer]': return !(s.byteLength != o.byteLength || !$(new _(s), new _(o))); case '[object Boolean]': @@ -11051,9 +11067,9 @@ if ((U || (U = j), s.size != o.size && !z)) return !1; var Y = V.get(s); if (Y) return Y == o; - (u |= 2), V.set(s, o); + ((u |= 2), V.set(s, o)); var Z = x(U(s), U(o), u, L, $, V); - return V.delete(s), Z; + return (V.delete(s), Z); case '[object Symbol]': if (B) return B.call(s) == B.call(o); } @@ -11076,7 +11092,7 @@ z = C.get(o); if (U && z) return U == o && z == s; var Y = !0; - C.set(s, o), C.set(o, s); + (C.set(s, o), C.set(o, s)); for (var Z = j; ++$ < B; ) { var ee = s[(V = L[$])], ie = o[V]; @@ -11099,7 +11115,7 @@ ce instanceof ce) || (Y = !1); } - return C.delete(s), C.delete(o), Y; + return (C.delete(s), C.delete(o), Y); }; }, 38816: (s, o, i) => { @@ -11202,7 +11218,7 @@ var u = !0; } catch (s) {} var _ = x.call(s); - return u && (o ? (s[C] = i) : delete s[C]), _; + return (u && (o ? (s[C] = i) : delete s[C]), _); }; }, 4664: (s, o, i) => { @@ -11229,7 +11245,7 @@ x = i(63345), C = Object.getOwnPropertySymbols ? function (s) { - for (var o = []; s; ) u(o, w(s)), (s = _(s)); + for (var o = []; s; ) (u(o, w(s)), (s = _(s))); return o; } : x; @@ -11254,7 +11270,7 @@ ie = L(x), ae = L(C), le = j; - ((u && le(new u(new ArrayBuffer(1))) != z) || + (((u && le(new u(new ArrayBuffer(1))) != z) || (_ && le(new _()) != B) || (w && le(w.resolve()) != $) || (x && le(new x()) != V) || @@ -11278,7 +11294,7 @@ } return o; }), - (s.exports = le); + (s.exports = le)); }, 10392: (s) => { s.exports = function getValue(s, o) { @@ -11328,13 +11344,13 @@ 22032: (s, o, i) => { var u = i(81042); s.exports = function hashClear() { - (this.__data__ = u ? u(null) : {}), (this.size = 0); + ((this.__data__ = u ? u(null) : {}), (this.size = 0)); }; }, 63862: (s) => { s.exports = function hashDelete(s) { var o = this.has(s) && delete this.__data__[s]; - return (this.size -= o ? 1 : 0), o; + return ((this.size -= o ? 1 : 0), o); }; }, 66721: (s, o, i) => { @@ -11540,7 +11556,7 @@ }, 63702: (s) => { s.exports = function listCacheClear() { - (this.__data__ = []), (this.size = 0); + ((this.__data__ = []), (this.size = 0)); }; }, 70080: (s, o, i) => { @@ -11571,7 +11587,7 @@ s.exports = function listCacheSet(s, o) { var i = this.__data__, _ = u(i, s); - return _ < 0 ? (++this.size, i.push([s, o])) : (i[_][1] = o), this; + return (_ < 0 ? (++this.size, i.push([s, o])) : (i[_][1] = o), this); }; }, 63040: (s, o, i) => { @@ -11579,15 +11595,15 @@ _ = i(80079), w = i(68223); s.exports = function mapCacheClear() { - (this.size = 0), - (this.__data__ = { hash: new u(), map: new (w || _)(), string: new u() }); + ((this.size = 0), + (this.__data__ = { hash: new u(), map: new (w || _)(), string: new u() })); }; }, 17670: (s, o, i) => { var u = i(12651); s.exports = function mapCacheDelete(s) { var o = u(this, s).delete(s); - return (this.size -= o ? 1 : 0), o; + return ((this.size -= o ? 1 : 0), o); }; }, 90289: (s, o, i) => { @@ -11607,7 +11623,7 @@ s.exports = function mapCacheSet(s, o) { var i = u(this, s), _ = i.size; - return i.set(s, o), (this.size += i.size == _ ? 0 : 1), this; + return (i.set(s, o), (this.size += i.size == _ ? 0 : 1), this); }; }, 20317: (s) => { @@ -11633,7 +11649,7 @@ var u = i(50104); s.exports = function memoizeCapped(s) { var o = u(s, function (s) { - return 500 === i.size && i.clear(), s; + return (500 === i.size && i.clear(), s); }), i = o.cache; return o; @@ -11660,7 +11676,7 @@ var U = o[3]; if (U) { var z = s[3]; - (s[3] = z ? u(z, U, o[4]) : U), (s[4] = z ? w(s[3], x) : o[4]); + ((s[3] = z ? u(z, U, o[4]) : U), (s[4] = z ? w(s[3], x) : o[4])); } return ( (U = o[5]) && @@ -11732,7 +11748,7 @@ j[x] = w[o + x]; x = -1; for (var L = Array(o + 1); ++x < o; ) L[x] = w[x]; - return (L[o] = i(j)), u(s, this, L); + return ((L[o] = i(j)), u(s, this, L)); } ); }; @@ -11782,7 +11798,7 @@ }, 31380: (s) => { s.exports = function setCacheAdd(s) { - return this.__data__.set(s, '__lodash_hash_undefined__'), this; + return (this.__data__.set(s, '__lodash_hash_undefined__'), this); }; }, 51459: (s) => { @@ -11840,14 +11856,14 @@ 51420: (s, o, i) => { var u = i(80079); s.exports = function stackClear() { - (this.__data__ = new u()), (this.size = 0); + ((this.__data__ = new u()), (this.size = 0)); }; }, 90938: (s) => { s.exports = function stackDelete(s) { var o = this.__data__, i = o.delete(s); - return (this.size = o.size), i; + return ((this.size = o.size), i); }; }, 63605: (s) => { @@ -11868,10 +11884,10 @@ var i = this.__data__; if (i instanceof u) { var x = i.__data__; - if (!_ || x.length < 199) return x.push([s, o]), (this.size = ++i.size), this; + if (!_ || x.length < 199) return (x.push([s, o]), (this.size = ++i.size), this); i = this.__data__ = new w(x); } - return i.set(s, o), (this.size = i.size), this; + return (i.set(s, o), (this.size = i.size), this); }; }, 76959: (s) => { @@ -12044,7 +12060,7 @@ 84058: (s, o, i) => { var u = i(14792), _ = i(45539)(function (s, o, i) { - return (o = o.toLowerCase()), s + (i ? u(o) : o); + return ((o = o.toLowerCase()), s + (i ? u(o) : o)); }); s.exports = _; }, @@ -12072,9 +12088,9 @@ var u = i(66977); function curry(s, o, i) { var _ = u(s, 8, void 0, void 0, void 0, void 0, void 0, (o = i ? void 0 : o)); - return (_.placeholder = curry.placeholder), _; + return ((_.placeholder = curry.placeholder), _); } - (curry.placeholder = {}), (s.exports = curry); + ((curry.placeholder = {}), (s.exports = curry)); }, 38221: (s, o, i) => { var u = i(23805), @@ -12097,7 +12113,7 @@ function invokeFunc(o) { var i = j, u = L; - return (j = L = void 0), (z = o), ($ = s.apply(u, i)); + return ((j = L = void 0), (z = o), ($ = s.apply(u, i))); } function shouldInvoke(s) { var i = s - U; @@ -12115,7 +12131,7 @@ ); } function trailingEdge(s) { - return (V = void 0), ee && j ? invokeFunc(s) : ((j = L = void 0), $); + return ((V = void 0), ee && j ? invokeFunc(s) : ((j = L = void 0), $)); } function debounced() { var s = _(), @@ -12123,11 +12139,11 @@ if (((j = arguments), (L = this), (U = s), i)) { if (void 0 === V) return (function leadingEdge(s) { - return (z = s), (V = setTimeout(timerExpired, o)), Y ? invokeFunc(s) : $; + return ((z = s), (V = setTimeout(timerExpired, o)), Y ? invokeFunc(s) : $); })(U); - if (Z) return clearTimeout(V), (V = setTimeout(timerExpired, o)), invokeFunc(U); + if (Z) return (clearTimeout(V), (V = setTimeout(timerExpired, o)), invokeFunc(U)); } - return void 0 === V && (V = setTimeout(timerExpired, o)), $; + return (void 0 === V && (V = setTimeout(timerExpired, o)), $); } return ( (o = w(o) || 0), @@ -12136,7 +12152,7 @@ (B = (Z = 'maxWait' in i) ? x(w(i.maxWait) || 0, o) : B), (ee = 'trailing' in i ? !!i.trailing : ee)), (debounced.cancel = function cancel() { - void 0 !== V && clearTimeout(V), (z = 0), (j = U = L = V = void 0); + (void 0 !== V && clearTimeout(V), (z = 0), (j = U = L = V = void 0)); }), (debounced.flush = function flush() { return void 0 === V ? $ : trailingEdge(_()); @@ -12180,7 +12196,7 @@ var C = null == s ? 0 : s.length; if (!C) return -1; var j = null == i ? 0 : w(i); - return j < 0 && (j = x(C + j, 0)), u(s, _(o, 3), j); + return (j < 0 && (j = x(C + j, 0)), u(s, _(o, 3), j)); }; }, 35970: (s, o, i) => { @@ -12212,7 +12228,7 @@ if (i) { for (var u = Array(i); i--; ) u[i] = arguments[i]; var _ = (u[0] = o.apply(void 0, u)); - return s.apply(void 0, u), _; + return (s.apply(void 0, u), _); } }; } @@ -12357,7 +12373,9 @@ var x = _[o], C = _.slice(0, o); return ( - x && w.apply(C, x), o != u && w.apply(C, _.slice(o + 1)), s.apply(this, C) + x && w.apply(C, x), + o != u && w.apply(C, _.slice(o + 1)), + s.apply(this, C) ); }; })(o, x); @@ -12373,12 +12391,11 @@ for ( var i = -1, u = (o = Te(o)).length, _ = u - 1, w = pe(Object(s)), x = w; null != x && ++i < u; - ) { var C = o[i], j = x[C]; - null == j || _e(j) || be(j) || we(j) || (x[C] = pe(i == _ ? j : Object(j))), - (x = x[C]); + (null == j || _e(j) || be(j) || we(j) || (x[C] = pe(i == _ ? j : Object(j))), + (x = x[C])); } return w; } @@ -12399,7 +12416,7 @@ if (!i) return s(); for (var u = Array(i); i--; ) u[i] = arguments[i]; var _ = U ? 0 : i - 1; - return (u[_] = o(u[_])), s.apply(void 0, u); + return ((u[_] = o(u[_])), s.apply(void 0, u)); }; } function wrap(s, o, i) { @@ -12469,7 +12486,7 @@ var o = $e[s]; if ('function' == typeof o) { for (var i = ze.length; i--; ) if (ze[i][0] == s) return; - (o.convert = createConverter(s, o)), ze.push([s, o]); + ((o.convert = createConverter(s, o)), ze.push([s, o])); } }), fe(ze, function (s) { @@ -12489,7 +12506,7 @@ }; }, 16962: (s, o) => { - (o.aliasToReal = { + ((o.aliasToReal = { each: 'forEach', eachRight: 'forEachRight', entries: 'toPairs', @@ -12982,7 +12999,7 @@ zip: !0, zipObject: !0, zipObjectDeep: !0 - }); + })); }, 47934: (s, o, i) => { s.exports = { @@ -13017,7 +13034,7 @@ }, 77731: (s, o, i) => { var u = i(79920)('set', i(63560)); - (u.placeholder = i(2874)), (s.exports = u); + ((u.placeholder = i(2874)), (s.exports = u)); }, 58156: (s, o, i) => { var u = i(47422); @@ -13291,11 +13308,11 @@ _ = memoized.cache; if (_.has(u)) return _.get(u); var w = s.apply(this, i); - return (memoized.cache = _.set(u, w) || _), w; + return ((memoized.cache = _.set(u, w) || _), w); }; - return (memoized.cache = new (memoize.Cache || u)()), memoized; + return ((memoized.cache = new (memoize.Cache || u)()), memoized); } - (memoize.Cache = u), (s.exports = memoize); + ((memoize.Cache = u), (s.exports = memoize)); }, 55364: (s, o, i) => { var u = i(85250), @@ -13345,11 +13362,11 @@ var i = {}; if (null == s) return i; var L = !1; - (o = u(o, function (o) { - return (o = x(o, s)), L || (L = o.length > 1), o; + ((o = u(o, function (o) { + return ((o = x(o, s)), L || (L = o.length > 1), o); })), C(s, B(s), i), - L && (i = _(i, 7, j)); + L && (i = _(i, 7, j))); for (var $ = o.length; $--; ) w(i, o[$]); return i; }); @@ -13398,7 +13415,7 @@ C = i(36800); s.exports = function some(s, o, i) { var j = x(s) ? u : w; - return i && C(s, o, i) && (o = void 0), j(s, _(o, 3)); + return (i && C(s, o, i) && (o = void 0), j(s, _(o, 3))); }; }, 63345: (s) => { @@ -13497,7 +13514,8 @@ x = i(22225); s.exports = function words(s, o, i) { return ( - (s = w(s)), void 0 === (o = i ? void 0 : o) ? (_(s) ? x(s) : u(s)) : s.match(o) || [] + (s = w(s)), + void 0 === (o = i ? void 0 : o) ? (_(s) ? x(s) : u(s)) : s.match(o) || [] ); }; }, @@ -13516,9 +13534,9 @@ } return new _(s); } - (lodash.prototype = w.prototype), + ((lodash.prototype = w.prototype), (lodash.prototype.constructor = lodash), - (s.exports = lodash); + (s.exports = lodash)); }, 47248: (s, o, i) => { var u = i(16547), @@ -13531,7 +13549,7 @@ 'use strict'; var u = i(45981), _ = i(85587); - (o.highlight = highlight), + ((o.highlight = highlight), (o.highlightAuto = function highlightAuto(s, o) { var i, x, @@ -13544,14 +13562,14 @@ U = -1; null == $ && ($ = w); if ('string' != typeof s) throw _('Expected `string` for value, got `%s`', s); - (x = { relevance: 0, language: null, value: [] }), - (i = { relevance: 0, language: null, value: [] }); + ((x = { relevance: 0, language: null, value: [] }), + (i = { relevance: 0, language: null, value: [] })); for (; ++U < V; ) - (j = B[U]), + ((j = B[U]), u.getLanguage(j) && (((C = highlight(j, s, o)).language = j), C.relevance > x.relevance && (x = C), - C.relevance > i.relevance && ((x = i), (i = C))); + C.relevance > i.relevance && ((x = i), (i = C)))); x.language && (i.secondBest = x); return i; }), @@ -13572,13 +13590,13 @@ i, u = this.stack; if ('' === s) return; - (o = u[u.length - 1]), + ((o = u[u.length - 1]), (i = o.children[o.children.length - 1]) && 'text' === i.type ? (i.value += s) - : o.children.push({ type: 'text', value: s }); + : o.children.push({ type: 'text', value: s })); }), (Emitter.prototype.addKeyword = function addKeyword(s, o) { - this.openNode(o), this.addText(s), this.closeNode(); + (this.openNode(o), this.addText(s), this.closeNode()); }), (Emitter.prototype.addSublanguage = function addSublanguage(s, o) { var i = this.stack, @@ -13604,7 +13622,7 @@ properties: { className: [i] }, children: [] }; - u.children.push(_), o.push(_); + (u.children.push(_), o.push(_)); }), (Emitter.prototype.closeNode = function close() { this.stack.pop(); @@ -13613,7 +13631,7 @@ (Emitter.prototype.finalize = noop), (Emitter.prototype.toHTML = function toHtmlNoop() { return ''; - }); + })); var w = 'hljs-'; function highlight(s, o, i) { var x, @@ -13637,7 +13655,9 @@ }; } function Emitter(s) { - (this.options = s), (this.rootNode = { children: [] }), (this.stack = [this.rootNode]); + ((this.options = s), + (this.rootNode = { children: [] }), + (this.stack = [this.rootNode])); } function noop() {} }, @@ -13675,7 +13695,8 @@ } filter(s, o) { return ( - (s = coerceElementMatchingCallback(s)), new ArraySlice(this.elements.filter(s, o)) + (s = coerceElementMatchingCallback(s)), + new ArraySlice(this.elements.filter(s, o)) ); } reject(s, o) { @@ -13685,7 +13706,7 @@ ); } find(s, o) { - return (s = coerceElementMatchingCallback(s)), this.elements.find(s, o); + return ((s = coerceElementMatchingCallback(s)), this.elements.find(s, o)); } forEach(s, o) { this.elements.forEach(s, o); @@ -13703,7 +13724,7 @@ this.elements.unshift(this.refract(s)); } push(s) { - return this.elements.push(this.refract(s)), this; + return (this.elements.push(this.refract(s)), this); } add(s) { this.push(s); @@ -13725,16 +13746,16 @@ return this.elements[0]; } } - 'undefined' != typeof Symbol && + ('undefined' != typeof Symbol && (ArraySlice.prototype[Symbol.iterator] = function symbol() { return this.elements[Symbol.iterator](); }), - (s.exports = ArraySlice); + (s.exports = ArraySlice)); }, 55973: (s) => { class KeyValuePair { constructor(s, o) { - (this.key = s), (this.value = o); + ((this.key = s), (this.value = o)); } clone() { const s = new KeyValuePair(); @@ -13757,17 +13778,19 @@ L = i(86804); class Namespace { constructor(s) { - (this.elementMap = {}), + ((this.elementMap = {}), (this.elementDetection = []), (this.Element = L.Element), (this.KeyValuePair = L.KeyValuePair), (s && s.noDefault) || this.useDefault(), (this._attributeElementKeys = []), - (this._attributeElementArrayKeys = []); + (this._attributeElementArrayKeys = [])); } use(s) { return ( - s.namespace && s.namespace({ base: this }), s.load && s.load({ base: this }), this + s.namespace && s.namespace({ base: this }), + s.load && s.load({ base: this }), + this ); } useDefault() { @@ -13791,10 +13814,10 @@ ); } register(s, o) { - return (this._elements = void 0), (this.elementMap[s] = o), this; + return ((this._elements = void 0), (this.elementMap[s] = o), this); } unregister(s) { - return (this._elements = void 0), delete this.elementMap[s], this; + return ((this._elements = void 0), delete this.elementMap[s], this); } detect(s, o, i) { return ( @@ -13842,7 +13865,7 @@ return new j(this); } } - (j.prototype.Namespace = Namespace), (s.exports = Namespace); + ((j.prototype.Namespace = Namespace), (s.exports = Namespace)); }, 10866: (s, o, i) => { const u = i(6048), @@ -13897,7 +13920,7 @@ } return s; } - (u.prototype.ObjectElement = B), + ((u.prototype.ObjectElement = B), (u.prototype.RefElement = V), (u.prototype.MemberElement = L), (u.prototype.refract = refract), @@ -13917,13 +13940,13 @@ ArraySlice: U, ObjectSlice: z, KeyValuePair: Y - }); + })); }, 86303: (s, o, i) => { const u = i(10316); s.exports = class LinkElement extends u { constructor(s, o, i) { - super(s || [], o, i), (this.element = 'link'); + (super(s || [], o, i), (this.element = 'link')); } get relation() { return this.attributes.get('relation'); @@ -13943,7 +13966,7 @@ const u = i(10316); s.exports = class RefElement extends u { constructor(s, o, i) { - super(s || [], o, i), (this.element = 'ref'), this.path || (this.path = 'element'); + (super(s || [], o, i), (this.element = 'ref'), this.path || (this.path = 'element')); } get path() { return this.attributes.get('path'); @@ -13956,7 +13979,7 @@ 34035: (s, o, i) => { const u = i(3110), _ = i(86804); - (o.g$ = u), + ((o.g$ = u), (o.KeyValuePair = i(55973)), (o.G6 = _.ArraySlice), (o.ot = _.ObjectSlice), @@ -13972,7 +13995,7 @@ (o.Ft = _.LinkElement), (o.e = _.refract), i(85105), - i(75147); + i(75147)); }, 6233: (s, o, i) => { const u = i(6048), @@ -13980,7 +14003,7 @@ w = i(92340); class ArrayElement extends _ { constructor(s, o, i) { - super(s || [], o, i), (this.element = 'array'); + (super(s || [], o, i), (this.element = 'array')); } primitive() { return 'array'; @@ -13996,7 +14019,7 @@ return this.content[s]; } set(s, o) { - return (this.content[s] = this.refract(o)), this; + return ((this.content[s] = this.refract(o)), this); } remove(s) { const o = this.content.splice(s, 1); @@ -14050,7 +14073,7 @@ this.content.unshift(this.refract(s)); } push(s) { - return this.content.push(this.refract(s)), this; + return (this.content.push(this.refract(s)), this); } add(s) { this.push(s); @@ -14061,8 +14084,10 @@ _ = void 0 === i.results ? [] : i.results; return ( this.forEach((o, i, w) => { - u && void 0 !== o.findElements && o.findElements(s, { results: _, recursive: u }), - s(o, i, w) && _.push(o); + (u && + void 0 !== o.findElements && + o.findElements(s, { results: _, recursive: u }), + s(o, i, w) && _.push(o)); }), _ ); @@ -14125,7 +14150,7 @@ return this.getIndex(this.length - 1); } } - (ArrayElement.empty = function empty() { + ((ArrayElement.empty = function empty() { return new this(); }), (ArrayElement['fantasy-land/empty'] = ArrayElement.empty), @@ -14133,13 +14158,13 @@ (ArrayElement.prototype[Symbol.iterator] = function symbol() { return this.content[Symbol.iterator](); }), - (s.exports = ArrayElement); + (s.exports = ArrayElement)); }, 12242: (s, o, i) => { const u = i(10316); s.exports = class BooleanElement extends u { constructor(s, o, i) { - super(s, o, i), (this.element = 'boolean'); + (super(s, o, i), (this.element = 'boolean')); } primitive() { return 'boolean'; @@ -14152,14 +14177,14 @@ w = i(92340); class Element { constructor(s, o, i) { - o && (this.meta = o), i && (this.attributes = i), (this.content = s); + (o && (this.meta = o), i && (this.attributes = i), (this.content = s)); } freeze() { Object.isFrozen(this) || (this._meta && ((this.meta.parent = this), this.meta.freeze()), this._attributes && ((this.attributes.parent = this), this.attributes.freeze()), this.children.forEach((s) => { - (s.parent = this), s.freeze(); + ((s.parent = this), s.freeze()); }, this), this.content && Array.isArray(this.content) && Object.freeze(this.content), Object.freeze(this)); @@ -14197,7 +14222,7 @@ if ('' === this.id.toValue()) throw Error('Cannot create reference to an element that does not contain an ID'); const o = new this.RefElement(this.id.toValue()); - return s && (o.path = s), o; + return (s && (o.path = s), o); } findRecursive(...s) { if (arguments.length > 1 && !this.isFrozen) @@ -14237,7 +14262,7 @@ ); } set(s) { - return (this.content = s), this; + return ((this.content = s), this); } equals(s) { return u(this.toValue(), s); @@ -14246,7 +14271,7 @@ if (!this.meta.hasKey(s)) { if (this.isFrozen) { const s = this.refract(o); - return s.freeze(), s; + return (s.freeze(), s); } this.meta.set(s, o); } @@ -14286,7 +14311,7 @@ if (!this._meta) { if (this.isFrozen) { const s = new this.ObjectElement(); - return s.freeze(), s; + return (s.freeze(), s); } this._meta = new this.ObjectElement(); } @@ -14299,7 +14324,7 @@ if (!this._attributes) { if (this.isFrozen) { const s = new this.ObjectElement(); - return s.freeze(), s; + return (s.freeze(), s); } this._attributes = new this.ObjectElement(); } @@ -14346,14 +14371,14 @@ get parents() { let { parent: s } = this; const o = new w(); - for (; s; ) o.push(s), (s = s.parent); + for (; s; ) (o.push(s), (s = s.parent)); return o; } get children() { if (Array.isArray(this.content)) return new w(this.content); if (this.content instanceof _) { const s = new w([this.content.key]); - return this.content.value && s.push(this.content.value), s; + return (this.content.value && s.push(this.content.value), s); } return this.content instanceof Element ? new w([this.content]) : new w(); } @@ -14361,10 +14386,10 @@ const s = new w(); return ( this.children.forEach((o) => { - s.push(o), + (s.push(o), o.recursiveChildren.forEach((o) => { s.push(o); - }); + })); }), s ); @@ -14377,7 +14402,7 @@ _ = i(10316); s.exports = class MemberElement extends _ { constructor(s, o, i, _) { - super(new u(), i, _), (this.element = 'member'), (this.key = s), (this.value = o); + (super(new u(), i, _), (this.element = 'member'), (this.key = s), (this.value = o)); } get key() { return this.content.key; @@ -14397,7 +14422,7 @@ const u = i(10316); s.exports = class NullElement extends u { constructor(s, o, i) { - super(s || null, o, i), (this.element = 'null'); + (super(s || null, o, i), (this.element = 'null')); } primitive() { return 'null'; @@ -14411,7 +14436,7 @@ const u = i(10316); s.exports = class NumberElement extends u { constructor(s, o, i) { - super(s, o, i), (this.element = 'number'); + (super(s, o, i), (this.element = 'number')); } primitive() { return 'number'; @@ -14426,7 +14451,7 @@ C = i(10866); s.exports = class ObjectElement extends w { constructor(s, o, i) { - super(s || [], o, i), (this.element = 'object'); + (super(s || [], o, i), (this.element = 'object')); } primitive() { return 'object'; @@ -14465,7 +14490,7 @@ ); const i = s, u = this.getMember(i); - return u ? (u.value = o) : this.content.push(new x(i, o)), this; + return (u ? (u.value = o) : this.content.push(new x(i, o)), this); } keys() { return this.content.map((s) => s.key.toValue()); @@ -14507,7 +14532,7 @@ const u = i(10316); s.exports = class StringElement extends u { constructor(s, o, i) { - super(s, o, i), (this.element = 'string'); + (super(s, o, i), (this.element = 'string')); } primitive() { return 'string'; @@ -14533,22 +14558,22 @@ o && (i.attributes = o); } else if (s._attributes && s._attributes.length > 0) { let { attributes: u } = s; - u.get('metadata') && + (u.get('metadata') && ((u = u.clone()), u.set('meta', u.get('metadata')), u.remove('metadata')), 'member' === s.element && o && ((u = u.clone()), u.remove('variable')), - u.length > 0 && (i.attributes = this.serialiseObject(u)); + u.length > 0 && (i.attributes = this.serialiseObject(u))); } if (u) i.content = this.enumSerialiseContent(s, i); else if (this[`${s.element}SerialiseContent`]) i.content = this[`${s.element}SerialiseContent`](s, i); else if (void 0 !== s.content) { let u; - o && s.content.key + (o && s.content.key ? ((u = s.content.clone()), u.key.attributes.set('variable', o), (u = this.serialiseContent(u))) : (u = this.serialiseContent(s.content)), - this.shouldSerialiseContent(s, u) && (i.content = u); + this.shouldSerialiseContent(s, u) && (i.content = u)); } else this.shouldSerialiseContent(s, s.content) && s instanceof this.namespace.elements.Array && @@ -14566,7 +14591,7 @@ ); } refSerialiseContent(s, o) { - return delete o.attributes, { href: s.toValue(), path: s.path.toValue() }; + return (delete o.attributes, { href: s.toValue(), path: s.path.toValue() }); } sourceMapSerialiseContent(s) { return s.toValue(); @@ -14604,12 +14629,12 @@ if (o && o.length > 0) return o.content.map((s) => { const o = s.clone(); - return o.attributes.remove('typeAttributes'), this.serialise(o); + return (o.attributes.remove('typeAttributes'), this.serialise(o)); }); } if (s.content) { const o = s.content.clone(); - return o.attributes.remove('typeAttributes'), [this.serialise(o)]; + return (o.attributes.remove('typeAttributes'), [this.serialise(o)]); } return []; } @@ -14622,30 +14647,30 @@ return new this.namespace.elements.Array(s.map(this.deserialise, this)); const o = this.namespace.getElementClass(s.element), i = new o(); - i.element !== s.element && (i.element = s.element), + (i.element !== s.element && (i.element = s.element), s.meta && this.deserialiseObject(s.meta, i.meta), - s.attributes && this.deserialiseObject(s.attributes, i.attributes); + s.attributes && this.deserialiseObject(s.attributes, i.attributes)); const u = this.deserialiseContent(s.content); if (((void 0 === u && null !== i.content) || (i.content = u), 'enum' === i.element)) { i.content && i.attributes.set('enumerations', i.content); let s = i.attributes.get('samples'); if ((i.attributes.remove('samples'), s)) { const u = s; - (s = new this.namespace.elements.Array()), + ((s = new this.namespace.elements.Array()), u.forEach((u) => { u.forEach((u) => { const _ = new o(u); - (_.element = i.element), s.push(_); + ((_.element = i.element), s.push(_)); }); - }); + })); const _ = s.shift(); - (i.content = _ ? _.content : void 0), i.attributes.set('samples', s); + ((i.content = _ ? _.content : void 0), i.attributes.set('samples', s)); } else i.content = void 0; let u = i.attributes.get('default'); if (u && u.length > 0) { u = u.get(0); const s = new o(u); - (s.element = i.element), i.attributes.set('default', s); + ((s.element = i.element), i.attributes.set('default', s)); } } else if ('dataStructure' === i.element && Array.isArray(i.content)) [i.content] = i.content; @@ -14665,7 +14690,7 @@ if (s instanceof this.namespace.elements.Element) return this.serialise(s); if (s instanceof this.namespace.KeyValuePair) { const o = { key: this.serialise(s.key) }; - return s.value && (o.value = this.serialise(s.value)), o; + return (s.value && (o.value = this.serialise(s.value)), o); } return s && s.map ? s.map(this.serialise, this) : s; } @@ -14674,7 +14699,7 @@ if (s.element) return this.deserialise(s); if (s.key) { const o = new this.namespace.KeyValuePair(this.deserialise(s.key)); - return s.value && (o.value = this.deserialise(s.value)), o; + return (s.value && (o.value = this.deserialise(s.value)), o); } if (s.map) return s.map(this.deserialise, this); } @@ -14737,28 +14762,28 @@ if (!(s instanceof this.namespace.elements.Element)) throw new TypeError(`Given element \`${s}\` is not an Element instance`); const o = { element: s.element }; - s._meta && s._meta.length > 0 && (o.meta = this.serialiseObject(s.meta)), + (s._meta && s._meta.length > 0 && (o.meta = this.serialiseObject(s.meta)), s._attributes && s._attributes.length > 0 && - (o.attributes = this.serialiseObject(s.attributes)); + (o.attributes = this.serialiseObject(s.attributes))); const i = this.serialiseContent(s.content); - return void 0 !== i && (o.content = i), o; + return (void 0 !== i && (o.content = i), o); } deserialise(s) { if (!s.element) throw new Error('Given value is not an object containing an element name'); const o = new (this.namespace.getElementClass(s.element))(); - o.element !== s.element && (o.element = s.element), + (o.element !== s.element && (o.element = s.element), s.meta && this.deserialiseObject(s.meta, o.meta), - s.attributes && this.deserialiseObject(s.attributes, o.attributes); + s.attributes && this.deserialiseObject(s.attributes, o.attributes)); const i = this.deserialiseContent(s.content); - return (void 0 === i && null !== o.content) || (o.content = i), o; + return ((void 0 === i && null !== o.content) || (o.content = i), o); } serialiseContent(s) { if (s instanceof this.namespace.elements.Element) return this.serialise(s); if (s instanceof this.namespace.KeyValuePair) { const o = { key: this.serialise(s.key) }; - return s.value && (o.value = this.serialise(s.value)), o; + return (s.value && (o.value = this.serialise(s.value)), o); } if (s && s.map) { if (0 === s.length) return; @@ -14771,7 +14796,7 @@ if (s.element) return this.deserialise(s); if (s.key) { const o = new this.namespace.KeyValuePair(this.deserialise(s.key)); - return s.value && (o.value = this.deserialise(s.value)), o; + return (s.value && (o.value = this.deserialise(s.value)), o); } if (s.map) return s.map(this.deserialise, this); } @@ -14807,7 +14832,7 @@ function runTimeout(s) { if (o === setTimeout) return setTimeout(s, 0); if ((o === defaultSetTimout || !o) && setTimeout) - return (o = setTimeout), setTimeout(s, 0); + return ((o = setTimeout), setTimeout(s, 0)); try { return o(s, 0); } catch (i) { @@ -14843,14 +14868,14 @@ x = !0; for (var o = w.length; o; ) { for (_ = w, w = []; ++C < o; ) _ && _[C].run(); - (C = -1), (o = w.length); + ((C = -1), (o = w.length)); } - (_ = null), + ((_ = null), (x = !1), (function runClearTimeout(s) { if (i === clearTimeout) return clearTimeout(s); if ((i === defaultClearTimeout || !i) && clearTimeout) - return (i = clearTimeout), clearTimeout(s); + return ((i = clearTimeout), clearTimeout(s)); try { return i(s); } catch (o) { @@ -14860,18 +14885,18 @@ return i.call(this, s); } } - })(s); + })(s)); } } function Item(s, o) { - (this.fun = s), (this.array = o); + ((this.fun = s), (this.array = o)); } function noop() {} - (u.nextTick = function (s) { + ((u.nextTick = function (s) { var o = new Array(arguments.length - 1); if (arguments.length > 1) for (var i = 1; i < arguments.length; i++) o[i - 1] = arguments[i]; - w.push(new Item(s, o)), 1 !== w.length || x || runTimeout(drainQueue); + (w.push(new Item(s, o)), 1 !== w.length || x || runTimeout(drainQueue)); }), (Item.prototype.run = function () { this.fun.apply(null, this.array); @@ -14905,14 +14930,14 @@ }), (u.umask = function () { return 0; - }); + })); }, 2694: (s, o, i) => { 'use strict'; var u = i(6925); function emptyFunction() {} function emptyFunctionWithReset() {} - (emptyFunctionWithReset.resetWarningCache = emptyFunction), + ((emptyFunctionWithReset.resetWarningCache = emptyFunction), (s.exports = function () { function shim(s, o, i, _, w, x) { if (x !== u) { @@ -14949,8 +14974,8 @@ checkPropTypes: emptyFunctionWithReset, resetWarningCache: emptyFunction }; - return (s.PropTypes = s), s; - }); + return ((s.PropTypes = s), s); + })); }, 5556: (s, o, i) => { s.exports = i(2694)(); @@ -14976,7 +15001,7 @@ return null; } } - (o.stringify = function querystringify(s, o) { + ((o.stringify = function querystringify(s, o) { o = o || ''; var u, _, @@ -15001,7 +15026,7 @@ null === _ || null === w || _ in u || (u[_] = w); } return u; - }); + })); }, 41859: (s, o, i) => { const u = i(27096), @@ -15010,23 +15035,23 @@ s.exports = class RandExp { constructor(s, o) { if ((this._setDefaults(s), s instanceof RegExp)) - (this.ignoreCase = s.ignoreCase), (this.multiline = s.multiline), (s = s.source); + ((this.ignoreCase = s.ignoreCase), (this.multiline = s.multiline), (s = s.source)); else { if ('string' != typeof s) throw new Error('Expected a regexp or string'); - (this.ignoreCase = o && -1 !== o.indexOf('i')), - (this.multiline = o && -1 !== o.indexOf('m')); + ((this.ignoreCase = o && -1 !== o.indexOf('i')), + (this.multiline = o && -1 !== o.indexOf('m'))); } this.tokens = u(s); } _setDefaults(s) { - (this.max = + ((this.max = null != s.max ? s.max : null != RandExp.prototype.max ? RandExp.prototype.max : 100), (this.defaultRange = s.defaultRange ? s.defaultRange : this.defaultRange.clone()), - s.randInt && (this.randInt = s.randInt); + s.randInt && (this.randInt = s.randInt)); } gen() { return this._gen(this.tokens, []); @@ -15046,7 +15071,7 @@ x++ ) u += this._gen(i[x], o); - return s.remember && (o[s.groupNumber] = u), u; + return (s.remember && (o[s.groupNumber] = u), u); case w.POSITION: return ''; case w.SET: @@ -15172,7 +15197,7 @@ _typeof(s) ); } - Object.defineProperty(o, '__esModule', { value: !0 }), (o.CopyToClipboard = void 0); + (Object.defineProperty(o, '__esModule', { value: !0 }), (o.CopyToClipboard = void 0)); var u = _interopRequireDefault(i(96540)), _ = _interopRequireDefault(i(17965)), w = ['text', 'onCopy', 'options', 'children']; @@ -15183,11 +15208,11 @@ var i = Object.keys(s); if (Object.getOwnPropertySymbols) { var u = Object.getOwnPropertySymbols(s); - o && + (o && (u = u.filter(function (o) { return Object.getOwnPropertyDescriptor(s, o).enumerable; })), - i.push.apply(i, u); + i.push.apply(i, u)); } return i; } @@ -15216,25 +15241,25 @@ u, _ = {}, w = Object.keys(s); - for (u = 0; u < w.length; u++) (i = w[u]), o.indexOf(i) >= 0 || (_[i] = s[i]); + for (u = 0; u < w.length; u++) ((i = w[u]), o.indexOf(i) >= 0 || (_[i] = s[i])); return _; })(s, o); if (Object.getOwnPropertySymbols) { var w = Object.getOwnPropertySymbols(s); for (u = 0; u < w.length; u++) - (i = w[u]), + ((i = w[u]), o.indexOf(i) >= 0 || - (Object.prototype.propertyIsEnumerable.call(s, i) && (_[i] = s[i])); + (Object.prototype.propertyIsEnumerable.call(s, i) && (_[i] = s[i]))); } return _; } function _defineProperties(s, o) { for (var i = 0; i < o.length; i++) { var u = o[i]; - (u.enumerable = u.enumerable || !1), + ((u.enumerable = u.enumerable || !1), (u.configurable = !0), 'value' in u && (u.writable = !0), - Object.defineProperty(s, u.key, u); + Object.defineProperty(s, u.key, u)); } } function _setPrototypeOf(s, o) { @@ -15242,7 +15267,7 @@ (_setPrototypeOf = Object.setPrototypeOf || function _setPrototypeOf(s, o) { - return (s.__proto__ = o), s; + return ((s.__proto__ = o), s); }), _setPrototypeOf(s, o) ); @@ -15254,7 +15279,8 @@ if ('function' == typeof Proxy) return !0; try { return ( - Boolean.prototype.valueOf.call(Reflect.construct(Boolean, [], function () {})), !0 + Boolean.prototype.valueOf.call(Reflect.construct(Boolean, [], function () {})), + !0 ); } catch (s) { return !1; @@ -15307,11 +15333,11 @@ !(function _inherits(s, o) { if ('function' != typeof o && null !== o) throw new TypeError('Super expression must either be null or a function'); - (s.prototype = Object.create(o && o.prototype, { + ((s.prototype = Object.create(o && o.prototype, { constructor: { value: s, writable: !0, configurable: !0 } })), Object.defineProperty(s, 'prototype', { writable: !1 }), - o && _setPrototypeOf(s, o); + o && _setPrototypeOf(s, o)); })(CopyToClipboard, s); var o = _createSuper(CopyToClipboard); function CopyToClipboard() { @@ -15333,8 +15359,8 @@ j = i.options, L = u.default.Children.only(C), B = (0, _.default)(w, j); - x && x(w, B), - L && L.props && 'function' == typeof L.props.onClick && L.props.onClick(o); + (x && x(w, B), + L && L.props && 'function' == typeof L.props.onClick && L.props.onClick(o)); } ), s @@ -15366,13 +15392,13 @@ CopyToClipboard ); })(u.default.PureComponent); - (o.CopyToClipboard = x), - _defineProperty(x, 'defaultProps', { onCopy: void 0, options: void 0 }); + ((o.CopyToClipboard = x), + _defineProperty(x, 'defaultProps', { onCopy: void 0, options: void 0 })); }, 59399: (s, o, i) => { 'use strict'; var u = i(25264).CopyToClipboard; - (u.CopyToClipboard = u), (s.exports = u); + ((u.CopyToClipboard = u), (s.exports = u)); }, 81214: (s, o, i) => { 'use strict'; @@ -15394,7 +15420,7 @@ _typeof(s) ); } - Object.defineProperty(o, '__esModule', { value: !0 }), (o.DebounceInput = void 0); + (Object.defineProperty(o, '__esModule', { value: !0 }), (o.DebounceInput = void 0)); var u = _interopRequireDefault(i(96540)), _ = _interopRequireDefault(i(20181)), w = [ @@ -15422,15 +15448,15 @@ u, _ = {}, w = Object.keys(s); - for (u = 0; u < w.length; u++) (i = w[u]), o.indexOf(i) >= 0 || (_[i] = s[i]); + for (u = 0; u < w.length; u++) ((i = w[u]), o.indexOf(i) >= 0 || (_[i] = s[i])); return _; })(s, o); if (Object.getOwnPropertySymbols) { var w = Object.getOwnPropertySymbols(s); for (u = 0; u < w.length; u++) - (i = w[u]), + ((i = w[u]), o.indexOf(i) >= 0 || - (Object.prototype.propertyIsEnumerable.call(s, i) && (_[i] = s[i])); + (Object.prototype.propertyIsEnumerable.call(s, i) && (_[i] = s[i]))); } return _; } @@ -15438,11 +15464,11 @@ var i = Object.keys(s); if (Object.getOwnPropertySymbols) { var u = Object.getOwnPropertySymbols(s); - o && + (o && (u = u.filter(function (o) { return Object.getOwnPropertyDescriptor(s, o).enumerable; })), - i.push.apply(i, u); + i.push.apply(i, u)); } return i; } @@ -15464,10 +15490,10 @@ function _defineProperties(s, o) { for (var i = 0; i < o.length; i++) { var u = o[i]; - (u.enumerable = u.enumerable || !1), + ((u.enumerable = u.enumerable || !1), (u.configurable = !0), 'value' in u && (u.writable = !0), - Object.defineProperty(s, u.key, u); + Object.defineProperty(s, u.key, u)); } } function _setPrototypeOf(s, o) { @@ -15475,7 +15501,7 @@ (_setPrototypeOf = Object.setPrototypeOf || function _setPrototypeOf(s, o) { - return (s.__proto__ = o), s; + return ((s.__proto__ = o), s); }), _setPrototypeOf(s, o) ); @@ -15487,7 +15513,8 @@ if ('function' == typeof Proxy) return !0; try { return ( - Boolean.prototype.valueOf.call(Reflect.construct(Boolean, [], function () {})), !0 + Boolean.prototype.valueOf.call(Reflect.construct(Boolean, [], function () {})), + !0 ); } catch (s) { return !1; @@ -15540,16 +15567,16 @@ !(function _inherits(s, o) { if ('function' != typeof o && null !== o) throw new TypeError('Super expression must either be null or a function'); - (s.prototype = Object.create(o && o.prototype, { + ((s.prototype = Object.create(o && o.prototype, { constructor: { value: s, writable: !0, configurable: !0 } })), Object.defineProperty(s, 'prototype', { writable: !1 }), - o && _setPrototypeOf(s, o); + o && _setPrototypeOf(s, o)); })(DebounceInput, s); var o = _createSuper(DebounceInput); function DebounceInput(s) { var i; - !(function _classCallCheck(s, o) { + (!(function _classCallCheck(s, o) { if (!(s instanceof o)) throw new TypeError('Cannot call a class as a function'); })(this, DebounceInput), _defineProperty( @@ -15598,17 +15625,17 @@ else if (0 === s) i.notify = i.doNotify; else { var o = (0, _.default)(function (s) { - (i.isDebouncing = !1), i.doNotify(s); + ((i.isDebouncing = !1), i.doNotify(s)); }, s); - (i.notify = function (s) { - (i.isDebouncing = !0), o(s); + ((i.notify = function (s) { + ((i.isDebouncing = !0), o(s)); }), (i.flush = function () { return o.flush(); }), (i.cancel = function () { - (i.isDebouncing = !1), o.cancel(); - }); + ((i.isDebouncing = !1), o.cancel()); + })); } }), _defineProperty(_assertThisInitialized(i), 'doNotify', function () { @@ -15632,9 +15659,9 @@ } }), (i.isDebouncing = !1), - (i.state = { value: void 0 === s.value || null === s.value ? '' : s.value }); + (i.state = { value: void 0 === s.value || null === s.value ? '' : s.value })); var u = i.props.debounceTimeout; - return i.createNotifier(u), i; + return (i.createNotifier(u), i); } return ( (function _createClass(s, o, i) { @@ -15655,8 +15682,8 @@ _ = s.debounceTimeout, w = s.value, x = this.state.value; - void 0 !== i && w !== i && x !== i && this.setState({ value: i }), - u !== _ && this.createNotifier(u); + (void 0 !== i && w !== i && x !== i && this.setState({ value: i }), + u !== _ && this.createNotifier(u)); } } }, @@ -15681,8 +15708,8 @@ B = i.inputRef, $ = _objectWithoutProperties(i, w), V = this.state.value; - (s = x ? { onKeyDown: this.onKeyDown } : j ? { onKeyDown: j } : {}), - (o = C ? { onBlur: this.onBlur } : L ? { onBlur: L } : {}); + ((s = x ? { onKeyDown: this.onKeyDown } : j ? { onKeyDown: j } : {}), + (o = C ? { onBlur: this.onBlur } : L ? { onBlur: L } : {})); var U = B ? { ref: B } : {}; return u.default.createElement( _, @@ -15705,7 +15732,7 @@ DebounceInput ); })(u.default.PureComponent); - (o.DebounceInput = x), + ((o.DebounceInput = x), _defineProperty(x, 'defaultProps', { element: 'input', type: 'text', @@ -15717,12 +15744,12 @@ forceNotifyByEnter: !0, forceNotifyOnBlur: !0, inputRef: void 0 - }); + })); }, 24677: (s, o, i) => { 'use strict'; var u = i(81214).DebounceInput; - (u.DebounceInput = u), (s.exports = u); + ((u.DebounceInput = u), (s.exports = u)); }, 22551: (s, o, i) => { 'use strict'; @@ -15746,7 +15773,7 @@ var w = new Set(), x = {}; function fa(s, o) { - ha(s, o), ha(s + 'Capture', o); + (ha(s, o), ha(s + 'Capture', o)); } function ha(s, o) { for (x[s] = o, s = 0; s < o.length; s++) w.add(o[s]); @@ -15762,17 +15789,17 @@ B = {}, $ = {}; function v(s, o, i, u, _, w, x) { - (this.acceptsBooleans = 2 === o || 3 === o || 4 === o), + ((this.acceptsBooleans = 2 === o || 3 === o || 4 === o), (this.attributeName = u), (this.attributeNamespace = _), (this.mustUseProperty = i), (this.propertyName = s), (this.type = o), (this.sanitizeURL = w), - (this.removeEmptyString = x); + (this.removeEmptyString = x)); } var V = {}; - 'children dangerouslySetInnerHTML defaultValue defaultChecked innerHTML suppressContentEditableWarning suppressHydrationWarning style' + ('children dangerouslySetInnerHTML defaultValue defaultChecked innerHTML suppressContentEditableWarning suppressHydrationWarning style' .split(' ') .forEach(function (s) { V[s] = new v(s, 0, !1, s, null, !1, !1); @@ -15810,7 +15837,7 @@ }), ['rowSpan', 'start'].forEach(function (s) { V[s] = new v(s, 5, !1, s.toLowerCase(), null, !1, !1); - }); + })); var U = /[\-:]([a-z])/g; function sa(s) { return s[1].toUpperCase(); @@ -15875,7 +15902,7 @@ : ((i = 3 === (_ = _.type) || (4 === _ && !0 === i) ? '' : '' + i), u ? s.setAttributeNS(u, o, i) : s.setAttribute(o, i)))); } - 'accent-height alignment-baseline arabic-form baseline-shift cap-height clip-path clip-rule color-interpolation color-interpolation-filters color-profile color-rendering dominant-baseline enable-background fill-opacity fill-rule flood-color flood-opacity font-family font-size font-size-adjust font-stretch font-style font-variant font-weight glyph-name glyph-orientation-horizontal glyph-orientation-vertical horiz-adv-x horiz-origin-x image-rendering letter-spacing lighting-color marker-end marker-mid marker-start overline-position overline-thickness paint-order panose-1 pointer-events rendering-intent shape-rendering stop-color stop-opacity strikethrough-position strikethrough-thickness stroke-dasharray stroke-dashoffset stroke-linecap stroke-linejoin stroke-miterlimit stroke-opacity stroke-width text-anchor text-decoration text-rendering underline-position underline-thickness unicode-bidi unicode-range units-per-em v-alphabetic v-hanging v-ideographic v-mathematical vector-effect vert-adv-y vert-origin-x vert-origin-y word-spacing writing-mode xmlns:xlink x-height' + ('accent-height alignment-baseline arabic-form baseline-shift cap-height clip-path clip-rule color-interpolation color-interpolation-filters color-profile color-rendering dominant-baseline enable-background fill-opacity fill-rule flood-color flood-opacity font-family font-size font-size-adjust font-stretch font-style font-variant font-weight glyph-name glyph-orientation-horizontal glyph-orientation-vertical horiz-adv-x horiz-origin-x image-rendering letter-spacing lighting-color marker-end marker-mid marker-start overline-position overline-thickness paint-order panose-1 pointer-events rendering-intent shape-rendering stop-color stop-opacity strikethrough-position strikethrough-thickness stroke-dasharray stroke-dashoffset stroke-linecap stroke-linejoin stroke-miterlimit stroke-opacity stroke-width text-anchor text-decoration text-rendering underline-position underline-thickness unicode-bidi unicode-range units-per-em v-alphabetic v-hanging v-ideographic v-mathematical vector-effect vert-adv-y vert-origin-x vert-origin-y word-spacing writing-mode xmlns:xlink x-height' .split(' ') .forEach(function (s) { var o = s.replace(U, sa); @@ -15905,7 +15932,7 @@ )), ['src', 'href', 'action', 'formAction'].forEach(function (s) { V[s] = new v(s, 1, !1, s.toLowerCase(), null, !0, !0); - }); + })); var z = u.__SECRET_INTERNALS_DO_NOT_USE_OR_YOU_WILL_BE_FIRED, Y = Symbol.for('react.element'), Z = Symbol.for('react.portal'), @@ -15919,11 +15946,11 @@ fe = Symbol.for('react.suspense_list'), ye = Symbol.for('react.memo'), be = Symbol.for('react.lazy'); - Symbol.for('react.scope'), Symbol.for('react.debug_trace_mode'); + (Symbol.for('react.scope'), Symbol.for('react.debug_trace_mode')); var _e = Symbol.for('react.offscreen'); - Symbol.for('react.legacy_hidden'), + (Symbol.for('react.legacy_hidden'), Symbol.for('react.cache'), - Symbol.for('react.tracing_marker'); + Symbol.for('react.tracing_marker')); var we = Symbol.iterator; function Ka(s) { return null === s || 'object' != typeof s @@ -15993,7 +16020,6 @@ x = _.length - 1, C = w.length - 1; 1 <= x && 0 <= C && _[x] !== w[C]; - ) C--; for (; 1 <= x && 0 <= C; x--, C--) @@ -16014,7 +16040,7 @@ } } } finally { - (Pe = !1), (Error.prepareStackTrace = i); + ((Pe = !1), (Error.prepareStackTrace = i)); } return (s = s ? s.displayName || s.name : '') ? Ma(s) : ''; } @@ -16077,7 +16103,7 @@ case ye: return null !== (o = s.displayName || null) ? o : Qa(s.type) || 'Memo'; case be: - (o = s._payload), (s = s._init); + ((o = s._payload), (s = s._init)); try { return Qa(s(o)); } catch (s) {} @@ -16176,7 +16202,7 @@ return _.call(this); }, set: function (s) { - (u = '' + s), w.call(this, s); + ((u = '' + s), w.call(this, s)); } }), Object.defineProperty(s, o, { enumerable: i.enumerable }), @@ -16188,7 +16214,7 @@ u = '' + s; }, stopTracking: function () { - (s._valueTracker = null), delete s[o]; + ((s._valueTracker = null), delete s[o]); } } ); @@ -16227,13 +16253,13 @@ function Za(s, o) { var i = null == o.defaultValue ? '' : o.defaultValue, u = null != o.checked ? o.checked : o.defaultChecked; - (i = Sa(null != o.value ? o.value : i)), + ((i = Sa(null != o.value ? o.value : i)), (s._wrapperState = { initialChecked: u, initialValue: i, controlled: 'checkbox' === o.type || 'radio' === o.type ? null != o.checked : null != o.value - }); + })); } function ab(s, o) { null != (o = o.checked) && ta(s, 'checked', o, !1); @@ -16247,25 +16273,25 @@ ? ((0 === i && '' === s.value) || s.value != i) && (s.value = '' + i) : s.value !== '' + i && (s.value = '' + i); else if ('submit' === u || 'reset' === u) return void s.removeAttribute('value'); - o.hasOwnProperty('value') + (o.hasOwnProperty('value') ? cb(s, o.type, i) : o.hasOwnProperty('defaultValue') && cb(s, o.type, Sa(o.defaultValue)), null == o.checked && null != o.defaultChecked && - (s.defaultChecked = !!o.defaultChecked); + (s.defaultChecked = !!o.defaultChecked)); } function db(s, o, i) { if (o.hasOwnProperty('value') || o.hasOwnProperty('defaultValue')) { var u = o.type; if (!(('submit' !== u && 'reset' !== u) || (void 0 !== o.value && null !== o.value))) return; - (o = '' + s._wrapperState.initialValue), + ((o = '' + s._wrapperState.initialValue), i || o === s.value || (s.value = o), - (s.defaultValue = o); + (s.defaultValue = o)); } - '' !== (i = s.name) && (s.name = ''), + ('' !== (i = s.name) && (s.name = ''), (s.defaultChecked = !!s._wrapperState.initialChecked), - '' !== i && (s.name = i); + '' !== i && (s.name = i)); } function cb(s, o, i) { ('number' === o && Xa(s.ownerDocument) === s) || @@ -16279,13 +16305,13 @@ o = {}; for (var _ = 0; _ < i.length; _++) o['$' + i[_]] = !0; for (i = 0; i < s.length; i++) - (_ = o.hasOwnProperty('$' + s[i].value)), + ((_ = o.hasOwnProperty('$' + s[i].value)), s[i].selected !== _ && (s[i].selected = _), - _ && u && (s[i].defaultSelected = !0); + _ && u && (s[i].defaultSelected = !0)); } else { for (i = '' + Sa(i), o = null, _ = 0; _ < s.length; _++) { if (s[_].value === i) - return (s[_].selected = !0), void (u && (s[_].defaultSelected = !0)); + return ((s[_].selected = !0), void (u && (s[_].defaultSelected = !0))); null !== o || s[_].disabled || (o = s[_]); } null !== o && (o.selected = !0); @@ -16310,17 +16336,17 @@ } o = i; } - null == o && (o = ''), (i = o); + (null == o && (o = ''), (i = o)); } s._wrapperState = { initialValue: Sa(i) }; } function ib(s, o) { var i = Sa(o.value), u = Sa(o.defaultValue); - null != i && + (null != i && ((i = '' + i) !== s.value && (s.value = i), null == o.defaultValue && s.defaultValue !== i && (s.defaultValue = i)), - null != u && (s.defaultValue = '' + u); + null != u && (s.defaultValue = '' + u)); } function jb(s) { var o = s.textContent; @@ -16355,7 +16381,6 @@ '' + o.valueOf().toString() + '', o = Re.firstChild; s.firstChild; - ) s.removeChild(s.firstChild); for (; o.firstChild; ) s.appendChild(o.firstChild); @@ -16433,12 +16458,12 @@ if (o.hasOwnProperty(i)) { var u = 0 === i.indexOf('--'), _ = rb(i, o[i], u); - 'float' === i && (i = 'cssFloat'), u ? s.setProperty(i, _) : (s[i] = _); + ('float' === i && (i = 'cssFloat'), u ? s.setProperty(i, _) : (s[i] = _)); } } Object.keys(ze).forEach(function (s) { We.forEach(function (o) { - (o = o + s.charAt(0).toUpperCase() + s.substring(1)), (ze[o] = ze[s]); + ((o = o + s.charAt(0).toUpperCase() + s.substring(1)), (ze[o] = ze[s])); }); }); var He = xe( @@ -16531,7 +16556,7 @@ try { return Gb(s, o, i); } finally { - (tt = !1), (null !== Qe || null !== et) && (Hb(), Fb()); + ((tt = !1), (null !== Qe || null !== et) && (Hb(), Fb())); } } function Kb(s, o) { @@ -16552,14 +16577,14 @@ case 'onMouseUp': case 'onMouseUpCapture': case 'onMouseEnter': - (u = !u.disabled) || + ((u = !u.disabled) || (u = !( 'button' === (s = s.type) || 'input' === s || 'select' === s || 'textarea' === s )), - (s = !u); + (s = !u)); break e; default: s = !1; @@ -16572,13 +16597,13 @@ if (C) try { var nt = {}; - Object.defineProperty(nt, 'passive', { + (Object.defineProperty(nt, 'passive', { get: function () { rt = !0; } }), window.addEventListener('test', nt, nt), - window.removeEventListener('test', nt, nt); + window.removeEventListener('test', nt, nt)); } catch (qe) { rt = !1; } @@ -16596,11 +16621,11 @@ at = null, lt = { onError: function (s) { - (st = !0), (ot = s); + ((st = !0), (ot = s)); } }; function Tb(s, o, i, u, _, w, x, C, j) { - (st = !1), (ot = null), Nb.apply(lt, arguments); + ((st = !1), (ot = null), Nb.apply(lt, arguments)); } function Vb(s) { var o = s, @@ -16609,7 +16634,7 @@ else { s = o; do { - !!(4098 & (o = s).flags) && (i = o.return), (s = o.return); + (!!(4098 & (o = s).flags) && (i = o.return), (s = o.return)); } while (s); } return 3 === o.tag ? i : null; @@ -16646,21 +16671,21 @@ } if (_.child === w.child) { for (w = _.child; w; ) { - if (w === i) return Xb(_), s; - if (w === u) return Xb(_), o; + if (w === i) return (Xb(_), s); + if (w === u) return (Xb(_), o); w = w.sibling; } throw Error(p(188)); } - if (i.return !== u.return) (i = _), (u = w); + if (i.return !== u.return) ((i = _), (u = w)); else { for (var x = !1, C = _.child; C; ) { if (C === i) { - (x = !0), (i = _), (u = w); + ((x = !0), (i = _), (u = w)); break; } if (C === u) { - (x = !0), (u = _), (i = w); + ((x = !0), (u = _), (i = w)); break; } C = C.sibling; @@ -16668,11 +16693,11 @@ if (!x) { for (C = w.child; C; ) { if (C === i) { - (x = !0), (i = w), (u = _); + ((x = !0), (i = w), (u = _)); break; } if (C === u) { - (x = !0), (u = w), (i = _); + ((x = !0), (u = w), (i = _)); break; } C = C.sibling; @@ -16713,7 +16738,7 @@ var St = Math.clz32 ? Math.clz32 : function nc(s) { - return (s >>>= 0), 0 === s ? 32 : (31 - ((xt(s) / kt) | 0)) | 0; + return ((s >>>= 0), 0 === s ? 32 : (31 - ((xt(s) / kt) | 0)) | 0); }, xt = Math.log, kt = Math.LN2; @@ -16789,7 +16814,7 @@ return o; if ((4 & u && (u |= 16 & i), 0 !== (o = s.entangledLanes))) for (s = s.entanglements, o &= u; 0 < o; ) - (_ = 1 << (i = 31 - St(o))), (u |= s[i]), (o &= ~_); + ((_ = 1 << (i = 31 - St(o))), (u |= s[i]), (o &= ~_)); return u; } function vc(s, o) { @@ -16827,23 +16852,23 @@ } function yc() { var s = Ct; - return !(4194240 & (Ct <<= 1)) && (Ct = 64), s; + return (!(4194240 & (Ct <<= 1)) && (Ct = 64), s); } function zc(s) { for (var o = [], i = 0; 31 > i; i++) o.push(s); return o; } function Ac(s, o, i) { - (s.pendingLanes |= o), + ((s.pendingLanes |= o), 536870912 !== o && ((s.suspendedLanes = 0), (s.pingedLanes = 0)), - ((s = s.eventTimes)[(o = 31 - St(o))] = i); + ((s = s.eventTimes)[(o = 31 - St(o))] = i)); } function Cc(s, o) { var i = (s.entangledLanes |= o); for (s = s.entanglements; i; ) { var u = 31 - St(i), _ = 1 << u; - (_ & o) | (s[u] & o) && (s[u] |= o), (i &= ~_); + ((_ & o) | (s[u] & o) && (s[u] |= o), (i &= ~_)); } } var At = 0; @@ -16928,9 +16953,9 @@ if (null !== s.blockedOn) return !1; for (var o = s.targetContainers; 0 < o.length; ) { var i = Yc(s.domEventName, s.eventSystemFlags, o[0], s.nativeEvent); - if (null !== i) return null !== (o = Cb(i)) && It(o), (s.blockedOn = i), !1; + if (null !== i) return (null !== (o = Cb(i)) && It(o), (s.blockedOn = i), !1); var u = new (i = s.nativeEvent).constructor(i.type, i); - (Ye = u), i.target.dispatchEvent(u), (Ye = null), o.shift(); + ((Ye = u), i.target.dispatchEvent(u), (Ye = null), o.shift()); } return !0; } @@ -16938,12 +16963,12 @@ Xc(s) && i.delete(o); } function $c() { - (Nt = !1), + ((Nt = !1), null !== Dt && Xc(Dt) && (Dt = null), null !== Lt && Xc(Lt) && (Lt = null), null !== Bt && Xc(Bt) && (Bt = null), Ft.forEach(Zc), - qt.forEach(Zc); + qt.forEach(Zc)); } function ad(s, o) { s.blockedOn === o && @@ -16973,7 +16998,7 @@ ) (i = $t[o]).blockedOn === s && (i.blockedOn = null); for (; 0 < $t.length && null === (o = $t[0]).blockedOn; ) - Vc(o), null === o.blockedOn && $t.shift(); + (Vc(o), null === o.blockedOn && $t.shift()); } var Ut = z.ReactCurrentBatchConfig, zt = !0; @@ -16982,9 +17007,9 @@ w = Ut.transition; Ut.transition = null; try { - (At = 1), fd(s, o, i, u); + ((At = 1), fd(s, o, i, u)); } finally { - (At = _), (Ut.transition = w); + ((At = _), (Ut.transition = w)); } } function gd(s, o, i, u) { @@ -16992,29 +17017,33 @@ w = Ut.transition; Ut.transition = null; try { - (At = 4), fd(s, o, i, u); + ((At = 4), fd(s, o, i, u)); } finally { - (At = _), (Ut.transition = w); + ((At = _), (Ut.transition = w)); } } function fd(s, o, i, u) { if (zt) { var _ = Yc(s, o, i, u); - if (null === _) hd(s, o, u, Wt, i), Sc(s, u); + if (null === _) (hd(s, o, u, Wt, i), Sc(s, u)); else if ( (function Uc(s, o, i, u, _) { switch (o) { case 'focusin': - return (Dt = Tc(Dt, s, o, i, u, _)), !0; + return ((Dt = Tc(Dt, s, o, i, u, _)), !0); case 'dragenter': - return (Lt = Tc(Lt, s, o, i, u, _)), !0; + return ((Lt = Tc(Lt, s, o, i, u, _)), !0); case 'mouseover': - return (Bt = Tc(Bt, s, o, i, u, _)), !0; + return ((Bt = Tc(Bt, s, o, i, u, _)), !0); case 'pointerover': var w = _.pointerId; - return Ft.set(w, Tc(Ft.get(w) || null, s, o, i, u, _)), !0; + return (Ft.set(w, Tc(Ft.get(w) || null, s, o, i, u, _)), !0); case 'gotpointercapture': - return (w = _.pointerId), qt.set(w, Tc(qt.get(w) || null, s, o, i, u, _)), !0; + return ( + (w = _.pointerId), + qt.set(w, Tc(qt.get(w) || null, s, o, i, u, _)), + !0 + ); } return !1; })(_, s, o, i, u) @@ -17047,7 +17076,7 @@ return 3 === o.tag ? o.stateNode.containerInfo : null; s = null; } else o !== s && (s = null); - return (Wt = s), null; + return ((Wt = s), null); } function jd(s) { switch (s) { @@ -17468,10 +17497,10 @@ return 'input' === o ? !!Ir[s.type] : 'textarea' === o; } function ne(s, o, i, u) { - Eb(u), + (Eb(u), 0 < (o = oe(o, 'onChange')).length && ((i = new Qt('onChange', 'change', null, i, u)), - s.push({ event: i, listeners: o })); + s.push({ event: i, listeners: o }))); } var Pr = null, Mr = null; @@ -17491,7 +17520,7 @@ var Rr = 'oninput' in document; if (!Rr) { var Dr = document.createElement('div'); - Dr.setAttribute('oninput', 'return;'), (Rr = 'function' == typeof Dr.oninput); + (Dr.setAttribute('oninput', 'return;'), (Rr = 'function' == typeof Dr.oninput)); } Nr = Rr; } else Nr = !1; @@ -17503,7 +17532,7 @@ function Be(s) { if ('value' === s.propertyName && te(Mr)) { var o = []; - ne(o, Mr, s, xb(s)), Jb(re, o); + (ne(o, Mr, s, xb(s)), Jb(re, o)); } } function Ce(s, o, i) { @@ -17609,16 +17638,16 @@ if (o !== i && i && i.ownerDocument && Le(i.ownerDocument.documentElement, i)) { if (null !== u && Ne(i)) if (((o = u.start), void 0 === (s = u.end) && (s = o), 'selectionStart' in i)) - (i.selectionStart = o), (i.selectionEnd = Math.min(s, i.value.length)); + ((i.selectionStart = o), (i.selectionEnd = Math.min(s, i.value.length))); else if ( (s = ((o = i.ownerDocument || document) && o.defaultView) || window).getSelection ) { s = s.getSelection(); var _ = i.textContent.length, w = Math.min(u.start, _); - (u = void 0 === u.end ? w : Math.min(u.end, _)), + ((u = void 0 === u.end ? w : Math.min(u.end, _)), !s.extend && w > u && ((_ = u), (u = w), (w = _)), - (_ = Ke(i, w)); + (_ = Ke(i, w))); var x = Ke(i, u); _ && x && @@ -17636,7 +17665,7 @@ for (o = [], s = i; (s = s.parentNode); ) 1 === s.nodeType && o.push({ element: s, left: s.scrollLeft, top: s.scrollTop }); for ('function' == typeof i.focus && i.focus(), i = 0; i < o.length; i++) - ((s = o[i]).element.scrollLeft = s.left), (s.element.scrollTop = s.top); + (((s = o[i]).element.scrollLeft = s.left), (s.element.scrollTop = s.top)); } } var Br = C && 'documentMode' in document && 11 >= document.documentMode, @@ -17709,13 +17738,13 @@ ' ' ); function ff(s, o) { - Yr.set(s, o), fa(o, [s]); + (Yr.set(s, o), fa(o, [s])); } for (var Zr = 0; Zr < Xr.length; Zr++) { var Qr = Xr[Zr]; ff(Qr.toLowerCase(), 'on' + (Qr[0].toUpperCase() + Qr.slice(1))); } - ff(Kr, 'onAnimationEnd'), + (ff(Kr, 'onAnimationEnd'), ff(Hr, 'onAnimationIteration'), ff(Jr, 'onAnimationStart'), ff('dblclick', 'onDoubleClick'), @@ -17748,7 +17777,7 @@ fa( 'onCompositionUpdate', 'compositionupdate focusout keydown keypress keyup mousedown'.split(' ') - ); + )); var en = 'abort canplay canplaythrough durationchange emptied encrypted ended error loadeddata loadedmetadata loadstart pause play playing progress ratechange resize seeked seeking stalled suspend timeupdate volumechange waiting'.split( ' ' @@ -17756,15 +17785,15 @@ tn = new Set('cancel close invalid load scroll toggle'.split(' ').concat(en)); function nf(s, o, i) { var u = s.type || 'unknown-event'; - (s.currentTarget = i), + ((s.currentTarget = i), (function Ub(s, o, i, u, _, w, x, C, j) { if ((Tb.apply(this, arguments), st)) { if (!st) throw Error(p(198)); var L = ot; - (st = !1), (ot = null), it || ((it = !0), (at = L)); + ((st = !1), (ot = null), it || ((it = !0), (at = L))); } })(u, o, void 0, s), - (s.currentTarget = null); + (s.currentTarget = null)); } function se(s, o) { o = !!(4 & o); @@ -17780,7 +17809,7 @@ j = C.instance, L = C.currentTarget; if (((C = C.listener), j !== w && _.isPropagationStopped())) break e; - nf(_, C, L), (w = j); + (nf(_, C, L), (w = j)); } else for (x = 0; x < u.length; x++) { @@ -17791,7 +17820,7 @@ j !== w && _.isPropagationStopped()) ) break e; - nf(_, C, L), (w = j); + (nf(_, C, L), (w = j)); } } } @@ -17805,15 +17834,15 @@ } function qf(s, o, i) { var u = 0; - o && (u |= 4), pf(i, s, u, o); + (o && (u |= 4), pf(i, s, u, o)); } var rn = '_reactListening' + Math.random().toString(36).slice(2); function sf(s) { if (!s[rn]) { - (s[rn] = !0), + ((s[rn] = !0), w.forEach(function (o) { 'selectionchange' !== o && (tn.has(o) || qf(o, !1, s), qf(o, !0, s)); - }); + })); var o = 9 === s.nodeType ? s : s.ownerDocument; null === o || o[rn] || ((o[rn] = !0), qf('selectionchange', !1, o)); } @@ -17829,7 +17858,7 @@ default: _ = fd; } - (i = _.bind(null, o, i, s)), + ((i = _.bind(null, o, i, s)), (_ = void 0), !rt || ('touchstart' !== o && 'touchmove' !== o && 'wheel' !== o) || (_ = !0), u @@ -17838,7 +17867,7 @@ : s.addEventListener(o, i, !0) : void 0 !== _ ? s.addEventListener(o, i, { passive: _ }) - : s.addEventListener(o, i, !1); + : s.addEventListener(o, i, !1)); } function hd(s, o, i, u, _) { var w = u; @@ -17888,10 +17917,10 @@ j = gr; break; case 'focusin': - (L = 'focus'), (j = ir); + ((L = 'focus'), (j = ir)); break; case 'focusout': - (L = 'blur'), (j = ir); + ((L = 'blur'), (j = ir)); break; case 'beforeblur': case 'afterblur': @@ -18017,16 +18046,17 @@ e: { for (V = L, z = 0, U = B = j; U; U = vf(U)) z++; for (U = 0, Y = V; Y; Y = vf(Y)) U++; - for (; 0 < z - U; ) (B = vf(B)), z--; - for (; 0 < U - z; ) (V = vf(V)), U--; + for (; 0 < z - U; ) ((B = vf(B)), z--); + for (; 0 < U - z; ) ((V = vf(V)), U--); for (; z--; ) { if (B === V || (null !== V && B === V.alternate)) break e; - (B = vf(B)), (V = vf(V)); + ((B = vf(B)), (V = vf(V))); } B = null; } else B = null; - null !== j && wf(x, C, j, B, !1), null !== L && null !== $ && wf(x, $, L, B, !0); + (null !== j && wf(x, C, j, B, !1), + null !== L && null !== $ && wf(x, $, L, B, !0)); } if ( 'select' === @@ -18069,7 +18099,7 @@ case 'contextmenu': case 'mouseup': case 'dragend': - (Vr = !1), Ue(x, i, _); + ((Vr = !1), Ue(x, i, _)); break; case 'selectionchange': if (Br) break; @@ -18097,7 +18127,7 @@ jr ? ge(s, i) && (ae = 'onCompositionEnd') : 'keydown' === s && 229 === i.keyCode && (ae = 'onCompositionStart'); - ae && + (ae && (Cr && 'ko' !== i.locale && (jr || 'onCompositionStart' !== ae @@ -18142,7 +18172,7 @@ 0 < (u = oe(u, 'onBeforeInput')).length && ((_ = new ur('onBeforeInput', 'beforeinput', null, i, _)), x.push({ event: _, listeners: u }), - (_.data = ie)); + (_.data = ie))); } se(x, o); }); @@ -18154,12 +18184,12 @@ for (var i = o + 'Capture', u = []; null !== s; ) { var _ = s, w = _.stateNode; - 5 === _.tag && + (5 === _.tag && null !== w && ((_ = w), null != (w = Kb(s, i)) && u.unshift(tf(s, w, _)), null != (w = Kb(s, o)) && u.push(tf(s, w, _))), - (s = s.return); + (s = s.return)); } return u; } @@ -18176,13 +18206,13 @@ j = C.alternate, L = C.stateNode; if (null !== j && j === u) break; - 5 === C.tag && + (5 === C.tag && null !== L && ((C = L), _ ? null != (j = Kb(i, w)) && x.unshift(tf(i, j, C)) : _ || (null != (j = Kb(i, w)) && x.push(tf(i, j, C)))), - (i = i.return); + (i = i.return)); } 0 !== x.length && s.push({ event: o, listeners: x }); } @@ -18231,7 +18261,7 @@ var _ = i.nextSibling; if ((s.removeChild(i), _ && 8 === _.nodeType)) if ('/$' === (i = _.data)) { - if (0 === u) return s.removeChild(_), void bd(o); + if (0 === u) return (s.removeChild(_), void bd(o)); u--; } else ('$' !== i && '$?' !== i && '$!' !== i) || u++; i = _; @@ -18308,7 +18338,7 @@ 0 > _n || ((s.current = bn[_n]), (bn[_n] = null), _n--); } function G(s, o) { - _n++, (bn[_n] = s.current), (s.current = o); + (_n++, (bn[_n] = s.current), (s.current = o)); } var En = {}, wn = Uf(En), @@ -18334,11 +18364,11 @@ return null != (s = s.childContextTypes); } function $f() { - E(Sn), E(wn); + (E(Sn), E(wn)); } function ag(s, o, i) { if (wn.current !== En) throw Error(p(168)); - G(wn, o), G(Sn, i); + (G(wn, o), G(Sn, i)); } function bg(s, o, i) { var u = s.stateNode; @@ -18359,14 +18389,14 @@ function dg(s, o, i) { var u = s.stateNode; if (!u) throw Error(p(169)); - i + (i ? ((s = bg(s, o, xn)), (u.__reactInternalMemoizedMergedChildContext = s), E(Sn), E(wn), G(wn, s)) : E(Sn), - G(Sn, i); + G(Sn, i)); } var kn = null, Cn = !1, @@ -18387,11 +18417,11 @@ u = u(!0); } while (null !== u); } - (kn = null), (Cn = !1); + ((kn = null), (Cn = !1)); } catch (o) { throw (null !== kn && (kn = kn.slice(s + 1)), ct(gt, jg), o); } finally { - (At = o), (On = !1); + ((At = o), (On = !1)); } } return null; @@ -18406,36 +18436,36 @@ Rn = 1, Dn = ''; function tg(s, o) { - (An[jn++] = Pn), (An[jn++] = In), (In = s), (Pn = o); + ((An[jn++] = Pn), (An[jn++] = In), (In = s), (Pn = o)); } function ug(s, o, i) { - (Mn[Tn++] = Rn), (Mn[Tn++] = Dn), (Mn[Tn++] = Nn), (Nn = s); + ((Mn[Tn++] = Rn), (Mn[Tn++] = Dn), (Mn[Tn++] = Nn), (Nn = s)); var u = Rn; s = Dn; var _ = 32 - St(u) - 1; - (u &= ~(1 << _)), (i += 1); + ((u &= ~(1 << _)), (i += 1)); var w = 32 - St(o) + _; if (30 < w) { var x = _ - (_ % 5); - (w = (u & ((1 << x) - 1)).toString(32)), + ((w = (u & ((1 << x) - 1)).toString(32)), (u >>= x), (_ -= x), (Rn = (1 << (32 - St(o) + _)) | (i << _) | u), - (Dn = w + s); - } else (Rn = (1 << w) | (i << _) | u), (Dn = s); + (Dn = w + s)); + } else ((Rn = (1 << w) | (i << _) | u), (Dn = s)); } function vg(s) { null !== s.return && (tg(s, 1), ug(s, 1, 0)); } function wg(s) { - for (; s === In; ) (In = An[--jn]), (An[jn] = null), (Pn = An[--jn]), (An[jn] = null); + for (; s === In; ) ((In = An[--jn]), (An[jn] = null), (Pn = An[--jn]), (An[jn] = null)); for (; s === Nn; ) - (Nn = Mn[--Tn]), + ((Nn = Mn[--Tn]), (Mn[Tn] = null), (Dn = Mn[--Tn]), (Mn[Tn] = null), (Rn = Mn[--Tn]), - (Mn[Tn] = null); + (Mn[Tn] = null)); } var Ln = null, Bn = null, @@ -18443,10 +18473,10 @@ qn = null; function Ag(s, o) { var i = Bg(5, null, null, 0); - (i.elementType = 'DELETED'), + ((i.elementType = 'DELETED'), (i.stateNode = o), (i.return = s), - null === (o = s.deletions) ? ((s.deletions = [i]), (s.flags |= 16)) : o.push(i); + null === (o = s.deletions) ? ((s.deletions = [i]), (s.flags |= 16)) : o.push(i)); } function Cg(s, o) { switch (s.tag) { @@ -18498,7 +18528,7 @@ } } else { if (Dg(s)) throw Error(p(418)); - (s.flags = (-4097 & s.flags) | 2), (Fn = !1), (Ln = s); + ((s.flags = (-4097 & s.flags) | 2), (Fn = !1), (Ln = s)); } } } @@ -18509,7 +18539,7 @@ } function Gg(s) { if (s !== Ln) return !1; - if (!Fn) return Fg(s), (Fn = !0), !1; + if (!Fn) return (Fg(s), (Fn = !0), !1); var o; if ( ((o = 3 !== s.tag) && @@ -18518,7 +18548,7 @@ o && (o = Bn)) ) { if (Dg(s)) throw (Hg(), Error(p(418))); - for (; o; ) Ag(s, o), (o = Lf(o.nextSibling)); + for (; o; ) (Ag(s, o), (o = Lf(o.nextSibling))); } if ((Fg(s), 13 === s.tag)) { if (!(s = null !== (s = s.memoizedState) ? s.dehydrated : null)) throw Error(p(317)); @@ -18545,7 +18575,7 @@ for (var s = Bn; s; ) s = Lf(s.nextSibling); } function Ig() { - (Bn = Ln = null), (Fn = !1); + ((Bn = Ln = null), (Fn = !1)); } function Jg(s) { null === qn ? (qn = [s]) : qn.push(s); @@ -18580,7 +18610,7 @@ } function Mg(s, o) { throw ( - ((s = Object.prototype.toString.call(o)), + (s = Object.prototype.toString.call(o)), Error( p( 31, @@ -18588,7 +18618,7 @@ ? 'object with keys {' + Object.keys(o).join(', ') + '}' : s ) - )) + ) ); } function Ng(s) { @@ -18603,16 +18633,16 @@ } function c(o, i) { if (!s) return null; - for (; null !== i; ) b(o, i), (i = i.sibling); + for (; null !== i; ) (b(o, i), (i = i.sibling)); return null; } function d(s, o) { for (s = new Map(); null !== o; ) - null !== o.key ? s.set(o.key, o) : s.set(o.index, o), (o = o.sibling); + (null !== o.key ? s.set(o.key, o) : s.set(o.index, o), (o = o.sibling)); return s; } function e(s, o) { - return ((s = Pg(s, o)).index = 0), (s.sibling = null), s; + return (((s = Pg(s, o)).index = 0), (s.sibling = null), s); } function f(o, i, u) { return ( @@ -18627,7 +18657,7 @@ ); } function g(o) { - return s && null === o.alternate && (o.flags |= 2), o; + return (s && null === o.alternate && (o.flags |= 2), o); } function h(s, o, i, u) { return null === o || 6 !== o.tag @@ -18661,7 +18691,7 @@ } function q(s, o, i) { if (('string' == typeof o && '' !== o) || 'number' == typeof o) - return ((o = Qg('' + o, s.mode, i)).return = s), o; + return (((o = Qg('' + o, s.mode, i)).return = s), o); if ('object' == typeof o && null !== o) { switch (o.$$typeof) { case Y: @@ -18671,11 +18701,11 @@ i ); case Z: - return ((o = Sg(o, s.mode, i)).return = s), o; + return (((o = Sg(o, s.mode, i)).return = s), o); case be: return q(s, (0, o._init)(o._payload), i); } - if (Te(o) || Ka(o)) return ((o = Tg(o, s.mode, i, null)).return = s), o; + if (Te(o) || Ka(o)) return (((o = Tg(o, s.mode, i, null)).return = s), o); Mg(s, o); } return null; @@ -18727,18 +18757,18 @@ null === C && (C = L); break; } - s && C && null === B.alternate && b(o, C), + (s && C && null === B.alternate && b(o, C), (i = f(B, i, j)), null === x ? (w = B) : (x.sibling = B), (x = B), - (C = L); + (C = L)); } - if (j === u.length) return c(o, C), Fn && tg(o, j), w; + if (j === u.length) return (c(o, C), Fn && tg(o, j), w); if (null === C) { for (; j < u.length; j++) null !== (C = q(o, u[j], _)) && ((i = f(C, i, j)), null === x ? (w = C) : (x.sibling = C), (x = C)); - return Fn && tg(o, j), w; + return (Fn && tg(o, j), w); } for (C = d(o, C); j < u.length; j++) null !== (L = y(C, o, j, u[j], _)) && @@ -18770,18 +18800,18 @@ null === C && (C = L); break; } - s && C && null === $.alternate && b(o, C), + (s && C && null === $.alternate && b(o, C), (i = f($, i, j)), null === x ? (w = $) : (x.sibling = $), (x = $), - (C = L); + (C = L)); } - if (B.done) return c(o, C), Fn && tg(o, j), w; + if (B.done) return (c(o, C), Fn && tg(o, j), w); if (null === C) { for (; !B.done; j++, B = u.next()) null !== (B = q(o, B.value, _)) && ((i = f(B, i, j)), null === x ? (w = B) : (x.sibling = B), (x = B)); - return Fn && tg(o, j), w; + return (Fn && tg(o, j), w); } for (C = d(o, C); !B.done; j++, B = u.next()) null !== (B = y(C, o, j, B.value, _)) && @@ -18814,7 +18844,7 @@ if (w.key === _) { if ((_ = i.type) === ee) { if (7 === w.tag) { - c(s, w.sibling), ((o = e(w, i.props.children)).return = s), (s = o); + (c(s, w.sibling), ((o = e(w, i.props.children)).return = s), (s = o)); break e; } } else if ( @@ -18824,16 +18854,16 @@ _.$$typeof === be && Ng(_) === w.type) ) { - c(s, w.sibling), + (c(s, w.sibling), ((o = e(w, i.props)).ref = Lg(s, w, i)), (o.return = s), - (s = o); + (s = o)); break e; } c(s, w); break; } - b(s, w), (w = w.sibling); + (b(s, w), (w = w.sibling)); } i.type === ee ? (((o = Tg(i.props.children, s.mode, u, i.key)).return = s), (s = o)) @@ -18851,15 +18881,15 @@ o.stateNode.containerInfo === i.containerInfo && o.stateNode.implementation === i.implementation ) { - c(s, o.sibling), ((o = e(o, i.children || [])).return = s), (s = o); + (c(s, o.sibling), ((o = e(o, i.children || [])).return = s), (s = o)); break e; } c(s, o); break; } - b(s, o), (o = o.sibling); + (b(s, o), (o = o.sibling)); } - ((o = Sg(i, s.mode, u)).return = s), (s = o); + (((o = Sg(i, s.mode, u)).return = s), (s = o)); } return g(s); case be: @@ -18889,7 +18919,7 @@ } function ah(s) { var o = zn.current; - E(zn), (s._currentValue = o); + (E(zn), (s._currentValue = o)); } function bh(s, o, i) { for (; null !== s; ) { @@ -18905,18 +18935,18 @@ } } function ch(s, o) { - (Wn = s), + ((Wn = s), (Hn = Kn = null), null !== (s = s.dependencies) && null !== s.firstContext && - (!!(s.lanes & o) && (_s = !0), (s.firstContext = null)); + (!!(s.lanes & o) && (_s = !0), (s.firstContext = null))); } function eh(s) { var o = s._currentValue; if (Hn !== s) if (((s = { context: s, memoizedValue: o, next: null }), null === Kn)) { if (null === Wn) throw Error(p(308)); - (Kn = s), (Wn.dependencies = { lanes: 0, firstContext: s }); + ((Kn = s), (Wn.dependencies = { lanes: 0, firstContext: s })); } else Kn = Kn.next = s; return o; } @@ -18936,10 +18966,10 @@ s.lanes |= o; var i = s.alternate; for (null !== i && (i.lanes |= o), i = s, s = s.return; null !== s; ) - (s.childLanes |= o), + ((s.childLanes |= o), null !== (i = s.alternate) && (i.childLanes |= o), (i = s), - (s = s.return); + (s = s.return)); return 3 === i.tag ? i.stateNode : null; } var Gn = !1; @@ -18953,7 +18983,7 @@ }; } function lh(s, o) { - (s = s.updateQueue), + ((s = s.updateQueue), o.updateQueue === s && (o.updateQueue = { baseState: s.baseState, @@ -18961,7 +18991,7 @@ lastBaseUpdate: s.lastBaseUpdate, shared: s.shared, effects: s.effects - }); + })); } function mh(s, o) { return { eventTime: s, lane: o, tag: 0, payload: null, callback: null, next: null }; @@ -18988,7 +19018,7 @@ function oh(s, o, i) { if (null !== (o = o.updateQueue) && ((o = o.shared), 4194240 & i)) { var u = o.lanes; - (i |= u &= s.pendingLanes), (o.lanes = i), Cc(s, i); + ((i |= u &= s.pendingLanes), (o.lanes = i), Cc(s, i)); } } function ph(s, o) { @@ -19007,7 +19037,7 @@ callback: i.callback, next: null }; - null === w ? (_ = w = x) : (w = w.next = x), (i = i.next); + (null === w ? (_ = w = x) : (w = w.next = x), (i = i.next)); } while (null !== i); null === w ? (_ = w = o) : (w = w.next = o); } else _ = w = o; @@ -19022,8 +19052,8 @@ void (s.updateQueue = i) ); } - null === (s = i.lastBaseUpdate) ? (i.firstBaseUpdate = o) : (s.next = o), - (i.lastBaseUpdate = o); + (null === (s = i.lastBaseUpdate) ? (i.firstBaseUpdate = o) : (s.next = o), + (i.lastBaseUpdate = o)); } function qh(s, o, i, u) { var _ = s.updateQueue; @@ -19035,7 +19065,7 @@ _.shared.pending = null; var j = C, L = j.next; - (j.next = null), null === x ? (w = L) : (x.next = L), (x = j); + ((j.next = null), null === x ? (w = L) : (x.next = L), (x = j)); var B = s.alternate; null !== B && (C = (B = B.updateQueue).lastBaseUpdate) !== x && @@ -19085,7 +19115,7 @@ 0 !== C.lane && ((s.flags |= 64), null === (V = _.effects) ? (_.effects = [C]) : V.push(C)); } else - (U = { + ((U = { eventTime: U, lane: V, tag: C.tag, @@ -19094,13 +19124,13 @@ next: null }), null === B ? ((L = B = U), (j = $)) : (B = B.next = U), - (x |= V); + (x |= V)); if (null === (C = C.next)) { if (null === (C = _.shared.pending)) break; - (C = (V = C).next), + ((C = (V = C).next), (V.next = null), (_.lastBaseUpdate = V), - (_.shared.pending = null); + (_.shared.pending = null)); } } if ( @@ -19112,10 +19142,10 @@ ) { _ = o; do { - (x |= _.lane), (_ = _.next); + ((x |= _.lane), (_ = _.next)); } while (_ !== o); } else null === w && (_.shared.lanes = 0); - (Ks |= x), (s.lanes = x), (s.memoizedState = $); + ((Ks |= x), (s.lanes = x), (s.memoizedState = $)); } } function sh(s, o, i) { @@ -19150,10 +19180,10 @@ (s = s.tagName) ); } - E(Xn), G(Xn, o); + (E(Xn), G(Xn, o)); } function zh() { - E(Xn), E(Zn), E(Qn); + (E(Xn), E(Zn), E(Qn)); } function Ah(s) { xh(Qn.current); @@ -19177,7 +19207,7 @@ } else if (19 === o.tag && void 0 !== o.memoizedProps.revealOrder) { if (128 & o.flags) return o; } else if (null !== o.child) { - (o.child.return = o), (o = o.child); + ((o.child.return = o), (o = o.child)); continue; } if (o === s) break; @@ -19185,7 +19215,7 @@ if (null === o.return || o.return === s) return null; o = o.return; } - (o.sibling.return = o.return), (o = o.sibling); + ((o.sibling.return = o.return), (o = o.sibling)); } return null; } @@ -19226,11 +19256,11 @@ w = 0; do { if (((us = !1), (ps = 0), 25 <= w)) throw Error(p(301)); - (w += 1), + ((w += 1), (ls = as = null), (o.updateQueue = null), (rs.current = gs), - (s = i(u, _)); + (s = i(u, _))); } while (us); } if ( @@ -19246,7 +19276,7 @@ } function Sh() { var s = 0 !== ps; - return (ps = 0), s; + return ((ps = 0), s); } function Th() { var s = { @@ -19256,7 +19286,7 @@ queue: null, next: null }; - return null === ls ? (os.memoizedState = ls = s) : (ls = ls.next = s), ls; + return (null === ls ? (os.memoizedState = ls = s) : (ls = ls.next = s), ls); } function Uh() { if (null === as) { @@ -19264,17 +19294,17 @@ s = null !== s ? s.memoizedState : null; } else s = as.next; var o = null === ls ? os.memoizedState : ls.next; - if (null !== o) (ls = o), (as = s); + if (null !== o) ((ls = o), (as = s)); else { if (null === s) throw Error(p(310)); - (s = { + ((s = { memoizedState: (as = s).memoizedState, baseState: as.baseState, baseQueue: as.baseQueue, queue: as.queue, next: null }), - null === ls ? (os.memoizedState = ls = s) : (ls = ls.next = s); + null === ls ? (os.memoizedState = ls = s) : (ls = ls.next = s)); } return ls; } @@ -19292,19 +19322,19 @@ if (null !== w) { if (null !== _) { var x = _.next; - (_.next = w.next), (w.next = x); + ((_.next = w.next), (w.next = x)); } - (u.baseQueue = _ = w), (i.pending = null); + ((u.baseQueue = _ = w), (i.pending = null)); } if (null !== _) { - (w = _.next), (u = u.baseState); + ((w = _.next), (u = u.baseState)); var C = (x = null), j = null, L = w; do { var B = L.lane; if ((ss & B) === B) - null !== j && + (null !== j && (j = j.next = { lane: 0, @@ -19313,7 +19343,7 @@ eagerState: L.eagerState, next: null }), - (u = L.hasEagerState ? L.eagerState : s(u, L.action)); + (u = L.hasEagerState ? L.eagerState : s(u, L.action))); else { var $ = { lane: B, @@ -19322,23 +19352,23 @@ eagerState: L.eagerState, next: null }; - null === j ? ((C = j = $), (x = u)) : (j = j.next = $), + (null === j ? ((C = j = $), (x = u)) : (j = j.next = $), (os.lanes |= B), - (Ks |= B); + (Ks |= B)); } L = L.next; } while (null !== L && L !== w); - null === j ? (x = u) : (j.next = C), + (null === j ? (x = u) : (j.next = C), Lr(u, o.memoizedState) || (_s = !0), (o.memoizedState = u), (o.baseState = x), (o.baseQueue = j), - (i.lastRenderedState = u); + (i.lastRenderedState = u)); } if (null !== (s = i.interleaved)) { _ = s; do { - (w = _.lane), (os.lanes |= w), (Ks |= w), (_ = _.next); + ((w = _.lane), (os.lanes |= w), (Ks |= w), (_ = _.next)); } while (_ !== s); } else null === _ && (i.lanes = 0); return [o.memoizedState, i.dispatch]; @@ -19355,12 +19385,12 @@ i.pending = null; var x = (_ = _.next); do { - (w = s(w, x.action)), (x = x.next); + ((w = s(w, x.action)), (x = x.next)); } while (x !== _); - Lr(w, o.memoizedState) || (_s = !0), + (Lr(w, o.memoizedState) || (_s = !0), (o.memoizedState = w), null === o.baseQueue && (o.baseState = w), - (i.lastRenderedState = w); + (i.lastRenderedState = w)); } return [w, u]; } @@ -19383,16 +19413,16 @@ return _; } function di(s, o, i) { - (s.flags |= 16384), + ((s.flags |= 16384), (s = { getSnapshot: o, value: i }), null === (o = os.updateQueue) ? ((o = { lastEffect: null, stores: null }), (os.updateQueue = o), (o.stores = [s])) : null === (i = o.stores) ? (o.stores = [s]) - : i.push(s); + : i.push(s)); } function ci(s, o, i, u) { - (o.value = i), (o.getSnapshot = u), ei(o) && fi(s); + ((o.value = i), (o.getSnapshot = u), ei(o) && fi(s)); } function ai(s, o, i) { return i(function () { @@ -19449,7 +19479,7 @@ } function ki(s, o, i, u) { var _ = Th(); - (os.flags |= s), (_.memoizedState = bi(1 | o, i, void 0, void 0 === u ? null : u)); + ((os.flags |= s), (_.memoizedState = bi(1 | o, i, void 0, void 0 === u ? null : u))); } function li(s, o, i, u) { var _ = Uh(); @@ -19460,7 +19490,7 @@ if (((w = x.destroy), null !== u && Mh(u, x.deps))) return void (_.memoizedState = bi(o, i, w, u)); } - (os.flags |= s), (_.memoizedState = bi(1 | o, i, w, u)); + ((os.flags |= s), (_.memoizedState = bi(1 | o, i, w, u))); } function mi(s, o) { return ki(8390656, 8, s, o); @@ -19490,7 +19520,7 @@ : void 0; } function qi(s, o, i) { - return (i = null != i ? i.concat([s]) : null), li(4, 4, pi.bind(null, o, s), i); + return ((i = null != i ? i.concat([s]) : null), li(4, 4, pi.bind(null, o, s), i)); } function ri() {} function si(s, o) { @@ -19514,13 +19544,13 @@ } function vi(s, o) { var i = At; - (At = 0 !== i && 4 > i ? i : 4), s(!0); + ((At = 0 !== i && 4 > i ? i : 4), s(!0)); var u = ns.transition; ns.transition = {}; try { - s(!1), o(); + (s(!1), o()); } finally { - (At = i), (ns.transition = u); + ((At = i), (ns.transition = u)); } } function wi() { @@ -19533,7 +19563,7 @@ ) Ai(o, i); else if (null !== (i = hh(s, o, i, u))) { - gi(i, s, u, R()), Bi(i, o, u); + (gi(i, s, u, R()), Bi(i, o, u)); } } function ii(s, o, i) { @@ -19568,12 +19598,12 @@ function Ai(s, o) { us = cs = !0; var i = s.pending; - null === i ? (o.next = o) : ((o.next = i.next), (i.next = o)), (s.pending = o); + (null === i ? (o.next = o) : ((o.next = i.next), (i.next = o)), (s.pending = o)); } function Bi(s, o, i) { if (4194240 & i) { var u = o.lanes; - (i |= u &= s.pendingLanes), (o.lanes = i), Cc(s, i); + ((i |= u &= s.pendingLanes), (o.lanes = i), Cc(s, i)); } } var ds = { @@ -19599,13 +19629,14 @@ fs = { readContext: eh, useCallback: function (s, o) { - return (Th().memoizedState = [s, void 0 === o ? null : o]), s; + return ((Th().memoizedState = [s, void 0 === o ? null : o]), s); }, useContext: eh, useEffect: mi, useImperativeHandle: function (s, o, i) { return ( - (i = null != i ? i.concat([s]) : null), ki(4194308, 4, pi.bind(null, o, s), i) + (i = null != i ? i.concat([s]) : null), + ki(4194308, 4, pi.bind(null, o, s), i) ); }, useLayoutEffect: function (s, o) { @@ -19616,7 +19647,7 @@ }, useMemo: function (s, o) { var i = Th(); - return (o = void 0 === o ? null : o), (s = s()), (i.memoizedState = [s, o]), s; + return ((o = void 0 === o ? null : o), (s = s()), (i.memoizedState = [s, o]), s); }, useReducer: function (s, o, i) { var u = Th(); @@ -19637,7 +19668,7 @@ ); }, useRef: function (s) { - return (s = { current: s }), (Th().memoizedState = s); + return ((s = { current: s }), (Th().memoizedState = s)); }, useState: hi, useDebugValue: ri, @@ -19647,7 +19678,7 @@ useTransition: function () { var s = hi(!1), o = s[0]; - return (s = vi.bind(null, s[1])), (Th().memoizedState = s), [o, s]; + return ((s = vi.bind(null, s[1])), (Th().memoizedState = s), [o, s]); }, useMutableSource: function () {}, useSyncExternalStore: function (s, o, i) { @@ -19675,9 +19706,9 @@ o = Fs.identifierPrefix; if (Fn) { var i = Dn; - (o = ':' + o + 'R' + (i = (Rn & ~(1 << (32 - St(Rn) - 1))).toString(32) + i)), + ((o = ':' + o + 'R' + (i = (Rn & ~(1 << (32 - St(Rn) - 1))).toString(32) + i)), 0 < (i = ps++) && (o += 'H' + i.toString(32)), - (o += ':'); + (o += ':')); } else o = ':' + o + 'r' + (i = hs++).toString(32) + ':'; return (s.memoizedState = o); }, @@ -19745,9 +19776,9 @@ return o; } function Di(s, o, i, u) { - (i = null == (i = i(u, (o = s.memoizedState))) ? o : xe({}, o, i)), + ((i = null == (i = i(u, (o = s.memoizedState))) ? o : xe({}, o, i)), (s.memoizedState = i), - 0 === s.lanes && (s.updateQueue.baseState = i); + 0 === s.lanes && (s.updateQueue.baseState = i)); } var ys = { isMounted: function (s) { @@ -19758,28 +19789,28 @@ var u = R(), _ = yi(s), w = mh(u, _); - (w.payload = o), + ((w.payload = o), null != i && (w.callback = i), - null !== (o = nh(s, w, _)) && (gi(o, s, _, u), oh(o, s, _)); + null !== (o = nh(s, w, _)) && (gi(o, s, _, u), oh(o, s, _))); }, enqueueReplaceState: function (s, o, i) { s = s._reactInternals; var u = R(), _ = yi(s), w = mh(u, _); - (w.tag = 1), + ((w.tag = 1), (w.payload = o), null != i && (w.callback = i), - null !== (o = nh(s, w, _)) && (gi(o, s, _, u), oh(o, s, _)); + null !== (o = nh(s, w, _)) && (gi(o, s, _, u), oh(o, s, _))); }, enqueueForceUpdate: function (s, o) { s = s._reactInternals; var i = R(), u = yi(s), _ = mh(i, u); - (_.tag = 2), + ((_.tag = 2), null != o && (_.callback = o), - null !== (o = nh(s, _, u)) && (gi(o, s, u, i), oh(o, s, u)); + null !== (o = nh(s, _, u)) && (gi(o, s, u, i), oh(o, s, u))); } }; function Fi(s, o, i, u, _, w, x) { @@ -19808,17 +19839,17 @@ ); } function Hi(s, o, i, u) { - (s = o.state), + ((s = o.state), 'function' == typeof o.componentWillReceiveProps && o.componentWillReceiveProps(i, u), 'function' == typeof o.UNSAFE_componentWillReceiveProps && o.UNSAFE_componentWillReceiveProps(i, u), - o.state !== s && ys.enqueueReplaceState(o, o.state, null); + o.state !== s && ys.enqueueReplaceState(o, o.state, null)); } function Ii(s, o, i, u) { var _ = s.stateNode; - (_.props = i), (_.state = s.memoizedState), (_.refs = {}), kh(s); + ((_.props = i), (_.state = s.memoizedState), (_.refs = {}), kh(s)); var w = o.contextType; - 'object' == typeof w && null !== w + ('object' == typeof w && null !== w ? (_.context = eh(w)) : ((w = Zf(o) ? xn : wn.current), (_.context = Yf(s, w))), (_.state = s.memoizedState), @@ -19834,14 +19865,14 @@ o !== _.state && ys.enqueueReplaceState(_, _.state, null), qh(s, i, _, u), (_.state = s.memoizedState)), - 'function' == typeof _.componentDidMount && (s.flags |= 4194308); + 'function' == typeof _.componentDidMount && (s.flags |= 4194308)); } function Ji(s, o) { try { var i = '', u = o; do { - (i += Pa(u)), (u = u.return); + ((i += Pa(u)), (u = u.return)); } while (u); var _ = i; } catch (s) { @@ -19868,11 +19899,11 @@ } var vs = 'function' == typeof WeakMap ? WeakMap : Map; function Ni(s, o, i) { - ((i = mh(-1, i)).tag = 3), (i.payload = { element: null }); + (((i = mh(-1, i)).tag = 3), (i.payload = { element: null })); var u = o.value; return ( (i.callback = function () { - eo || ((eo = !0), (to = u)), Li(0, o); + (eo || ((eo = !0), (to = u)), Li(0, o)); }), i ); @@ -19882,20 +19913,21 @@ var u = s.type.getDerivedStateFromError; if ('function' == typeof u) { var _ = o.value; - (i.payload = function () { + ((i.payload = function () { return u(_); }), (i.callback = function () { Li(0, o); - }); + })); } var w = s.stateNode; return ( null !== w && 'function' == typeof w.componentDidCatch && (i.callback = function () { - Li(0, o), - 'function' != typeof u && (null === ro ? (ro = new Set([this])) : ro.add(this)); + (Li(0, o), + 'function' != typeof u && + (null === ro ? (ro = new Set([this])) : ro.add(this))); var s = o.stack; this.componentDidCatch(o.value, { componentStack: null !== s ? s : '' }); }), @@ -19977,14 +20009,14 @@ if ((i = null !== (i = i.compare) ? i : Ie)(x, u) && s.ref === o.ref) return Zi(s, o, _); } - return (o.flags |= 1), ((s = Pg(w, u)).ref = o.ref), (s.return = o), (o.child = s); + return ((o.flags |= 1), ((s = Pg(w, u)).ref = o.ref), (s.return = o), (o.child = s)); } function bj(s, o, i, u, _) { if (null !== s) { var w = s.memoizedProps; if (Ie(w, u) && s.ref === o.ref) { if (((_s = !1), (o.pendingProps = u = w), !(s.lanes & _))) - return (o.lanes = s.lanes), Zi(s, o, _); + return ((o.lanes = s.lanes), Zi(s, o, _)); 131072 & s.flags && (_s = !0); } } @@ -20006,19 +20038,19 @@ (Vs |= s), null ); - (o.memoizedState = { baseLanes: 0, cachePool: null, transitions: null }), + ((o.memoizedState = { baseLanes: 0, cachePool: null, transitions: null }), (u = null !== w ? w.baseLanes : i), G(Us, Vs), - (Vs |= u); + (Vs |= u)); } else - (o.memoizedState = { baseLanes: 0, cachePool: null, transitions: null }), + ((o.memoizedState = { baseLanes: 0, cachePool: null, transitions: null }), G(Us, Vs), - (Vs |= i); + (Vs |= i)); else - null !== w ? ((u = w.baseLanes | i), (o.memoizedState = null)) : (u = i), + (null !== w ? ((u = w.baseLanes | i), (o.memoizedState = null)) : (u = i), G(Us, Vs), - (Vs |= u); - return Xi(s, o, _, i), o.child; + (Vs |= u)); + return (Xi(s, o, _, i), o.child); } function gj(s, o) { var i = o.ref; @@ -20045,7 +20077,7 @@ var w = !0; cg(o); } else w = !1; - if ((ch(o, _), null === o.stateNode)) ij(s, o), Gi(o, i, u), Ii(o, i, u, _), (u = !0); + if ((ch(o, _), null === o.stateNode)) (ij(s, o), Gi(o, i, u), Ii(o, i, u, _), (u = !0)); else if (null === s) { var x = o.stateNode, C = o.memoizedProps; @@ -20057,13 +20089,13 @@ : (L = Yf(o, (L = Zf(i) ? xn : wn.current))); var B = i.getDerivedStateFromProps, $ = 'function' == typeof B || 'function' == typeof x.getSnapshotBeforeUpdate; - $ || + ($ || ('function' != typeof x.UNSAFE_componentWillReceiveProps && 'function' != typeof x.componentWillReceiveProps) || ((C !== u || j !== L) && Hi(o, x, u, L)), - (Gn = !1); + (Gn = !1)); var V = o.memoizedState; - (x.state = V), + ((x.state = V), qh(o, u, x, _), (j = o.memoizedState), C !== u || V !== j || Sn.current || Gn @@ -20083,9 +20115,9 @@ (x.state = j), (x.context = L), (u = C)) - : ('function' == typeof x.componentDidMount && (o.flags |= 4194308), (u = !1)); + : ('function' == typeof x.componentDidMount && (o.flags |= 4194308), (u = !1))); } else { - (x = o.stateNode), + ((x = o.stateNode), lh(s, o), (C = o.memoizedProps), (L = o.type === o.elementType ? C : Ci(o.type, C)), @@ -20094,16 +20126,16 @@ (V = x.context), 'object' == typeof (j = i.contextType) && null !== j ? (j = eh(j)) - : (j = Yf(o, (j = Zf(i) ? xn : wn.current))); + : (j = Yf(o, (j = Zf(i) ? xn : wn.current)))); var U = i.getDerivedStateFromProps; - (B = 'function' == typeof U || 'function' == typeof x.getSnapshotBeforeUpdate) || + ((B = 'function' == typeof U || 'function' == typeof x.getSnapshotBeforeUpdate) || ('function' != typeof x.UNSAFE_componentWillReceiveProps && 'function' != typeof x.componentWillReceiveProps) || ((C !== $ || V !== j) && Hi(o, x, u, j)), (Gn = !1), (V = o.memoizedState), (x.state = V), - qh(o, u, x, _); + qh(o, u, x, _)); var z = o.memoizedState; C !== $ || V !== z || Sn.current || Gn ? ('function' == typeof U && (Di(o, i, U, u), (z = o.memoizedState)), @@ -20142,8 +20174,8 @@ function jj(s, o, i, u, _, w) { gj(s, o); var x = !!(128 & o.flags); - if (!u && !x) return _ && dg(o, i, !1), Zi(s, o, w); - (u = o.stateNode), (bs.current = o); + if (!u && !x) return (_ && dg(o, i, !1), Zi(s, o, w)); + ((u = o.stateNode), (bs.current = o)); var C = x && 'function' != typeof i.getDerivedStateFromError ? null : u.render(); return ( (o.flags |= 1), @@ -20157,13 +20189,13 @@ } function kj(s) { var o = s.stateNode; - o.pendingContext + (o.pendingContext ? ag(0, o.pendingContext, o.pendingContext !== o.context) : o.context && ag(0, o.context, !1), - yh(s, o.containerInfo); + yh(s, o.containerInfo)); } function lj(s, o, i, u, _) { - return Ig(), Jg(_), (o.flags |= 256), Xi(s, o, i, u), o.child; + return (Ig(), Jg(_), (o.flags |= 256), Xi(s, o, i, u), o.child); } var Es, ws, @@ -20237,7 +20269,7 @@ if (!(1 & o.mode)) return sj(s, o, x, null); if ('$!' === _.data) { if ((u = _.nextSibling && _.nextSibling.dataset)) var C = u.dgst; - return (u = C), sj(s, o, x, (u = Ki((w = Error(p(419))), u, void 0))); + return ((u = C), sj(s, o, x, (u = Ki((w = Error(p(419))), u, void 0)))); } if (((C = !!(x & s.childLanes)), _s || C)) { if (null !== (u = Fs)) { @@ -20281,7 +20313,7 @@ _ !== w.retryLane && ((w.retryLane = _), ih(s, _), gi(u, s, _, -1)); } - return tj(), sj(s, o, x, (u = Ki(Error(p(421))))); + return (tj(), sj(s, o, x, (u = Ki(Error(p(421)))))); } return '$?' === _.data ? ((o.flags |= 128), @@ -20306,7 +20338,7 @@ o); })(s, o, C, _, u, w, i); if (x) { - (x = _.fallback), (C = o.mode), (u = (w = s.child).sibling); + ((x = _.fallback), (C = o.mode), (u = (w = s.child).sibling)); var j = { mode: 'hidden', children: _.children }; return ( 1 & C || o.child === w @@ -20360,7 +20392,7 @@ function vj(s, o, i) { s.lanes |= o; var u = s.alternate; - null !== u && (u.lanes |= o), bh(s.return, o, i); + (null !== u && (u.lanes |= o), bh(s.return, o, i)); } function wj(s, o, i, u, _) { var w = s.memoizedState; @@ -20385,14 +20417,14 @@ _ = u.revealOrder, w = u.tail; if ((Xi(s, o, u.children, i), 2 & (u = es.current))) - (u = (1 & u) | 2), (o.flags |= 128); + ((u = (1 & u) | 2), (o.flags |= 128)); else { if (null !== s && 128 & s.flags) e: for (s = o.child; null !== s; ) { if (13 === s.tag) null !== s.memoizedState && vj(s, i, o); else if (19 === s.tag) vj(s, i, o); else if (null !== s.child) { - (s.child.return = s), (s = s.child); + ((s.child.return = s), (s = s.child)); continue; } if (s === o) break e; @@ -20400,7 +20432,7 @@ if (null === s.return || s.return === o) break e; s = s.return; } - (s.sibling.return = s.return), (s = s.sibling); + ((s.sibling.return = s.return), (s = s.sibling)); } u &= 1; } @@ -20408,11 +20440,11 @@ switch (_) { case 'forwards': for (i = o.child, _ = null; null !== i; ) - null !== (s = i.alternate) && null === Ch(s) && (_ = i), (i = i.sibling); - null === (i = _) + (null !== (s = i.alternate) && null === Ch(s) && (_ = i), (i = i.sibling)); + (null === (i = _) ? ((_ = o.child), (o.child = null)) : ((_ = i.sibling), (i.sibling = null)), - wj(o, !1, _, i, w); + wj(o, !1, _, i, w)); break; case 'backwards': for (i = null, _ = o.child, o.child = null; null !== _; ) { @@ -20420,7 +20452,7 @@ o.child = _; break; } - (s = _.sibling), (_.sibling = i), (i = _), (_ = s); + ((s = _.sibling), (_.sibling = i), (i = _), (_ = s)); } wj(o, !0, i, null, w); break; @@ -20450,9 +20482,8 @@ for ( i = Pg((s = o.child), s.pendingProps), o.child = i, i.return = o; null !== s.sibling; - ) - (s = s.sibling), ((i = i.sibling = Pg(s, s.pendingProps)).return = o); + ((s = s.sibling), ((i = i.sibling = Pg(s, s.pendingProps)).return = o)); i.sibling = null; } return o.child; @@ -20462,12 +20493,14 @@ switch (s.tailMode) { case 'hidden': o = s.tail; - for (var i = null; null !== o; ) null !== o.alternate && (i = o), (o = o.sibling); + for (var i = null; null !== o; ) + (null !== o.alternate && (i = o), (o = o.sibling)); null === i ? (s.tail = null) : (i.sibling = null); break; case 'collapsed': i = s.tail; - for (var u = null; null !== i; ) null !== i.alternate && (u = i), (i = i.sibling); + for (var u = null; null !== i; ) + (null !== i.alternate && (u = i), (i = i.sibling)); null === u ? o || null === s.tail ? (s.tail = null) @@ -20481,19 +20514,19 @@ u = 0; if (o) for (var _ = s.child; null !== _; ) - (i |= _.lanes | _.childLanes), + ((i |= _.lanes | _.childLanes), (u |= 14680064 & _.subtreeFlags), (u |= 14680064 & _.flags), (_.return = s), - (_ = _.sibling); + (_ = _.sibling)); else for (_ = s.child; null !== _; ) - (i |= _.lanes | _.childLanes), + ((i |= _.lanes | _.childLanes), (u |= _.subtreeFlags), (u |= _.flags), (_.return = s), - (_ = _.sibling); - return (s.subtreeFlags |= u), (s.childLanes = i), o; + (_ = _.sibling)); + return ((s.subtreeFlags |= u), (s.childLanes = i), o); } function Ej(s, o, i) { var u = o.pendingProps; @@ -20508,10 +20541,10 @@ case 12: case 9: case 14: - return S(o), null; + return (S(o), null); case 1: case 17: - return Zf(o.type) && $f(), S(o), null; + return (Zf(o.type) && $f(), S(o), null); case 3: return ( (u = o.stateNode), @@ -20534,18 +20567,18 @@ Bh(o); var _ = xh(Qn.current); if (((i = o.type), null !== s && null != o.stateNode)) - Ss(s, o, i, u, _), s.ref !== o.ref && ((o.flags |= 512), (o.flags |= 2097152)); + (Ss(s, o, i, u, _), s.ref !== o.ref && ((o.flags |= 512), (o.flags |= 2097152))); else { if (!u) { if (null === o.stateNode) throw Error(p(166)); - return S(o), null; + return (S(o), null); } if (((s = xh(Xn.current)), Gg(o))) { - (u = o.stateNode), (i = o.type); + ((u = o.stateNode), (i = o.type)); var w = o.memoizedProps; switch (((u[dn] = o), (u[fn] = w), (s = !!(1 & o.mode)), i)) { case 'dialog': - D('cancel', u), D('close', u); + (D('cancel', u), D('close', u)); break; case 'iframe': case 'object': @@ -20562,19 +20595,19 @@ case 'img': case 'image': case 'link': - D('error', u), D('load', u); + (D('error', u), D('load', u)); break; case 'details': D('toggle', u); break; case 'input': - Za(u, w), D('invalid', u); + (Za(u, w), D('invalid', u)); break; case 'select': - (u._wrapperState = { wasMultiple: !!w.multiple }), D('invalid', u); + ((u._wrapperState = { wasMultiple: !!w.multiple }), D('invalid', u)); break; case 'textarea': - hb(u, w), D('invalid', u); + (hb(u, w), D('invalid', u)); } for (var C in (ub(i, w), (_ = null), w)) if (w.hasOwnProperty(C)) { @@ -20592,10 +20625,10 @@ } switch (i) { case 'input': - Va(u), db(u, w, !0); + (Va(u), db(u, w, !0)); break; case 'textarea': - Va(u), jb(u); + (Va(u), jb(u)); break; case 'select': case 'option': @@ -20603,9 +20636,9 @@ default: 'function' == typeof w.onClick && (u.onclick = Bf); } - (u = _), (o.updateQueue = u), null !== u && (o.flags |= 4); + ((u = _), (o.updateQueue = u), null !== u && (o.flags |= 4)); } else { - (C = 9 === _.nodeType ? _ : _.ownerDocument), + ((C = 9 === _.nodeType ? _ : _.ownerDocument), 'http://www.w3.org/1999/xhtml' === s && (s = kb(i)), 'http://www.w3.org/1999/xhtml' === s ? 'script' === i @@ -20621,16 +20654,16 @@ (s[dn] = o), (s[fn] = u), Es(s, o, !1, !1), - (o.stateNode = s); + (o.stateNode = s)); e: { switch (((C = vb(i, u)), i)) { case 'dialog': - D('cancel', s), D('close', s), (_ = u); + (D('cancel', s), D('close', s), (_ = u)); break; case 'iframe': case 'object': case 'embed': - D('load', s), (_ = u); + (D('load', s), (_ = u)); break; case 'video': case 'audio': @@ -20638,30 +20671,30 @@ _ = u; break; case 'source': - D('error', s), (_ = u); + (D('error', s), (_ = u)); break; case 'img': case 'image': case 'link': - D('error', s), D('load', s), (_ = u); + (D('error', s), D('load', s), (_ = u)); break; case 'details': - D('toggle', s), (_ = u); + (D('toggle', s), (_ = u)); break; case 'input': - Za(s, u), (_ = Ya(s, u)), D('invalid', s); + (Za(s, u), (_ = Ya(s, u)), D('invalid', s)); break; case 'option': default: _ = u; break; case 'select': - (s._wrapperState = { wasMultiple: !!u.multiple }), + ((s._wrapperState = { wasMultiple: !!u.multiple }), (_ = xe({}, u, { value: void 0 })), - D('invalid', s); + D('invalid', s)); break; case 'textarea': - hb(s, u), (_ = gb(s, u)), D('invalid', s); + (hb(s, u), (_ = gb(s, u)), D('invalid', s)); } for (w in (ub(i, _), (j = _))) if (j.hasOwnProperty(w)) { @@ -20683,19 +20716,19 @@ } switch (i) { case 'input': - Va(s), db(s, u, !1); + (Va(s), db(s, u, !1)); break; case 'textarea': - Va(s), jb(s); + (Va(s), jb(s)); break; case 'option': null != u.value && s.setAttribute('value', '' + Sa(u.value)); break; case 'select': - (s.multiple = !!u.multiple), + ((s.multiple = !!u.multiple), null != (w = u.value) ? fb(s, !!u.multiple, w, !1) - : null != u.defaultValue && fb(s, !!u.multiple, u.defaultValue, !0); + : null != u.defaultValue && fb(s, !!u.multiple, u.defaultValue, !0)); break; default: 'function' == typeof _.onClick && (s.onclick = Bf); @@ -20718,7 +20751,7 @@ } null !== o.ref && ((o.flags |= 512), (o.flags |= 2097152)); } - return S(o), null; + return (S(o), null); case 6: if (s && null != o.stateNode) xs(s, o, s.memoizedProps, u); else { @@ -20740,10 +20773,10 @@ } w && (o.flags |= 4); } else - ((u = (9 === i.nodeType ? i : i.ownerDocument).createTextNode(u))[dn] = o), - (o.stateNode = u); + (((u = (9 === i.nodeType ? i : i.ownerDocument).createTextNode(u))[dn] = o), + (o.stateNode = u)); } - return S(o), null; + return (S(o), null); case 13: if ( (E(es), @@ -20751,16 +20784,16 @@ null === s || (null !== s.memoizedState && null !== s.memoizedState.dehydrated)) ) { if (Fn && null !== Bn && 1 & o.mode && !(128 & o.flags)) - Hg(), Ig(), (o.flags |= 98560), (w = !1); + (Hg(), Ig(), (o.flags |= 98560), (w = !1)); else if (((w = Gg(o)), null !== u && null !== u.dehydrated)) { if (null === s) { if (!w) throw Error(p(318)); if (!(w = null !== (w = o.memoizedState) ? w.dehydrated : null)) throw Error(p(317)); w[dn] = o; - } else Ig(), !(128 & o.flags) && (o.memoizedState = null), (o.flags |= 4); - S(o), (w = !1); - } else null !== qn && (Fj(qn), (qn = null)), (w = !0); + } else (Ig(), !(128 & o.flags) && (o.memoizedState = null), (o.flags |= 4)); + (S(o), (w = !1)); + } else (null !== qn && (Fj(qn), (qn = null)), (w = !0)); if (!w) return 65536 & o.flags ? o : null; } return 128 & o.flags @@ -20773,11 +20806,11 @@ S(o), null); case 4: - return zh(), ws(s, o), null === s && sf(o.stateNode.containerInfo), S(o), null; + return (zh(), ws(s, o), null === s && sf(o.stateNode.containerInfo), S(o), null); case 10: - return ah(o.type._context), S(o), null; + return (ah(o.type._context), S(o), null); case 19: - if ((E(es), null === (w = o.memoizedState))) return S(o), null; + if ((E(es), null === (w = o.memoizedState))) return (S(o), null); if (((u = !!(128 & o.flags)), null === (C = w.rendering))) if (u) Dj(w, !1); else { @@ -20792,9 +20825,8 @@ u = i, i = o.child; null !== i; - ) - (s = u), + ((s = u), ((w = i).flags &= 14680066), null === (C = w.alternate) ? ((w.childLanes = 0), @@ -20820,8 +20852,8 @@ null === s ? null : { lanes: s.lanes, firstContext: s.firstContext })), - (i = i.sibling); - return G(es, (1 & es.current) | 2), o.child; + (i = i.sibling)); + return (G(es, (1 & es.current) | 2), o.child); } s = s.sibling; } @@ -20839,7 +20871,7 @@ Dj(w, !0), null === w.tail && 'hidden' === w.tailMode && !C.alternate && !Fn) ) - return S(o), null; + return (S(o), null); } else 2 * dt() - w.renderingStartTime > Zs && 1073741824 !== i && @@ -20891,7 +20923,7 @@ 65536 & (s = o.flags) && !(128 & s) ? ((o.flags = (-65537 & s) | 128), o) : null ); case 5: - return Bh(o), null; + return (Bh(o), null); case 13: if ((E(es), null !== (s = o.memoizedState) && null !== s.dehydrated)) { if (null === o.alternate) throw Error(p(340)); @@ -20899,23 +20931,23 @@ } return 65536 & (s = o.flags) ? ((o.flags = (-65537 & s) | 128), o) : null; case 19: - return E(es), null; + return (E(es), null); case 4: - return zh(), null; + return (zh(), null); case 10: - return ah(o.type._context), null; + return (ah(o.type._context), null); case 22: case 23: - return Hj(), null; + return (Hj(), null); default: return null; } } - (Es = function (s, o) { + ((Es = function (s, o) { for (var i = o.child; null !== i; ) { if (5 === i.tag || 6 === i.tag) s.appendChild(i.stateNode); else if (4 !== i.tag && null !== i.child) { - (i.child.return = i), (i = i.child); + ((i.child.return = i), (i = i.child)); continue; } if (i === o) break; @@ -20923,27 +20955,27 @@ if (null === i.return || i.return === o) return; i = i.return; } - (i.sibling.return = i.return), (i = i.sibling); + ((i.sibling.return = i.return), (i = i.sibling)); } }), (ws = function () {}), (Ss = function (s, o, i, u) { var _ = s.memoizedProps; if (_ !== u) { - (s = o.stateNode), xh(Xn.current); + ((s = o.stateNode), xh(Xn.current)); var w, C = null; switch (i) { case 'input': - (_ = Ya(s, _)), (u = Ya(s, u)), (C = []); + ((_ = Ya(s, _)), (u = Ya(s, u)), (C = [])); break; case 'select': - (_ = xe({}, _, { value: void 0 })), + ((_ = xe({}, _, { value: void 0 })), (u = xe({}, u, { value: void 0 })), - (C = []); + (C = [])); break; case 'textarea': - (_ = gb(s, _)), (u = gb(s, u)), (C = []); + ((_ = gb(s, _)), (u = gb(s, u)), (C = [])); break; default: 'function' != typeof _.onClick && @@ -20976,7 +21008,7 @@ (i || (i = {}), (i[w] = '')); for (w in L) L.hasOwnProperty(w) && j[w] !== L[w] && (i || (i = {}), (i[w] = L[w])); - } else i || (C || (C = []), C.push(B, i)), (i = L); + } else (i || (C || (C = []), C.push(B, i)), (i = L)); else 'dangerouslySetInnerHTML' === B ? ((L = L ? L.__html : void 0), @@ -20999,7 +21031,7 @@ }), (xs = function (s, o, i, u) { i !== u && (o.flags |= 4); - }); + })); var Cs = !1, Os = !1, As = 'function' == typeof WeakSet ? WeakSet : Set, @@ -21030,7 +21062,7 @@ do { if ((_.tag & s) === s) { var w = _.destroy; - (_.destroy = void 0), void 0 !== w && Mj(o, i, w); + ((_.destroy = void 0), void 0 !== w && Mj(o, i, w)); } _ = _.next; } while (_ !== u); @@ -21052,12 +21084,12 @@ var o = s.ref; if (null !== o) { var i = s.stateNode; - s.tag, (s = i), 'function' == typeof o ? o(s) : (o.current = s); + (s.tag, (s = i), 'function' == typeof o ? o(s) : (o.current = s)); } } function Sj(s) { var o = s.alternate; - null !== o && ((s.alternate = null), Sj(o)), + (null !== o && ((s.alternate = null), Sj(o)), (s.child = null), (s.deletions = null), (s.sibling = null), @@ -21071,7 +21103,7 @@ (s.memoizedState = null), (s.pendingProps = null), (s.stateNode = null), - (s.updateQueue = null); + (s.updateQueue = null)); } function Tj(s) { return 5 === s.tag || 3 === s.tag || 4 === s.tag; @@ -21085,11 +21117,10 @@ for ( s.sibling.return = s.return, s = s.sibling; 5 !== s.tag && 6 !== s.tag && 18 !== s.tag; - ) { if (2 & s.flags) continue e; if (null === s.child || 4 === s.tag) continue e; - (s.child.return = s), (s = s.child); + ((s.child.return = s), (s = s.child)); } if (!(2 & s.flags)) return s.stateNode; } @@ -21097,7 +21128,7 @@ function Vj(s, o, i) { var u = s.tag; if (5 === u || 6 === u) - (s = s.stateNode), + ((s = s.stateNode), o ? 8 === i.nodeType ? i.parentNode.insertBefore(s, o) @@ -21105,20 +21136,21 @@ : (8 === i.nodeType ? (o = i.parentNode).insertBefore(s, i) : (o = i).appendChild(s), - null != (i = i._reactRootContainer) || null !== o.onclick || (o.onclick = Bf)); + null != (i = i._reactRootContainer) || null !== o.onclick || (o.onclick = Bf))); else if (4 !== u && null !== (s = s.child)) - for (Vj(s, o, i), s = s.sibling; null !== s; ) Vj(s, o, i), (s = s.sibling); + for (Vj(s, o, i), s = s.sibling; null !== s; ) (Vj(s, o, i), (s = s.sibling)); } function Wj(s, o, i) { var u = s.tag; - if (5 === u || 6 === u) (s = s.stateNode), o ? i.insertBefore(s, o) : i.appendChild(s); + if (5 === u || 6 === u) + ((s = s.stateNode), o ? i.insertBefore(s, o) : i.appendChild(s)); else if (4 !== u && null !== (s = s.child)) - for (Wj(s, o, i), s = s.sibling; null !== s; ) Wj(s, o, i), (s = s.sibling); + for (Wj(s, o, i), s = s.sibling; null !== s; ) (Wj(s, o, i), (s = s.sibling)); } var Ps = null, Ms = !1; function Yj(s, o, i) { - for (i = i.child; null !== i; ) Zj(s, o, i), (i = i.sibling); + for (i = i.child; null !== i; ) (Zj(s, o, i), (i = i.sibling)); } function Zj(s, o, i) { if (wt && 'function' == typeof wt.onCommitFiberUnmount) @@ -21131,7 +21163,7 @@ case 6: var u = Ps, _ = Ms; - (Ps = null), + ((Ps = null), Yj(s, o, i), (Ms = _), null !== (Ps = u) && @@ -21139,7 +21171,7 @@ ? ((s = Ps), (i = i.stateNode), 8 === s.nodeType ? s.parentNode.removeChild(i) : s.removeChild(i)) - : Ps.removeChild(i.stateNode)); + : Ps.removeChild(i.stateNode))); break; case 18: null !== Ps && @@ -21151,13 +21183,13 @@ : Kf(Ps, i.stateNode)); break; case 4: - (u = Ps), + ((u = Ps), (_ = Ms), (Ps = i.stateNode.containerInfo), (Ms = !0), Yj(s, o, i), (Ps = u), - (Ms = _); + (Ms = _)); break; case 0: case 11: @@ -21168,7 +21200,7 @@ do { var w = _, x = w.destroy; - (w = w.tag), void 0 !== x && (2 & w || 4 & w) && Mj(i, o, x), (_ = _.next); + ((w = w.tag), void 0 !== x && (2 & w || 4 & w) && Mj(i, o, x), (_ = _.next)); } while (_ !== u); } Yj(s, o, i); @@ -21176,9 +21208,9 @@ case 1: if (!Os && (Lj(i, o), 'function' == typeof (u = i.stateNode).componentWillUnmount)) try { - (u.props = i.memoizedProps), + ((u.props = i.memoizedProps), (u.state = i.memoizedState), - u.componentWillUnmount(); + u.componentWillUnmount()); } catch (s) { W(i, o, s); } @@ -21201,11 +21233,11 @@ if (null !== o) { s.updateQueue = null; var i = s.stateNode; - null === i && (i = s.stateNode = new As()), + (null === i && (i = s.stateNode = new As()), o.forEach(function (o) { var u = bk.bind(null, s, o); i.has(o) || (i.add(o), o.then(u, u)); - }); + })); } } function ck(s, o) { @@ -21220,24 +21252,24 @@ e: for (; null !== C; ) { switch (C.tag) { case 5: - (Ps = C.stateNode), (Ms = !1); + ((Ps = C.stateNode), (Ms = !1)); break e; case 3: case 4: - (Ps = C.stateNode.containerInfo), (Ms = !0); + ((Ps = C.stateNode.containerInfo), (Ms = !0)); break e; } C = C.return; } if (null === Ps) throw Error(p(160)); - Zj(w, x, _), (Ps = null), (Ms = !1); + (Zj(w, x, _), (Ps = null), (Ms = !1)); var j = _.alternate; - null !== j && (j.return = null), (_.return = null); + (null !== j && (j.return = null), (_.return = null)); } catch (s) { W(_, o, s); } } - if (12854 & o.subtreeFlags) for (o = o.child; null !== o; ) dk(o, s), (o = o.sibling); + if (12854 & o.subtreeFlags) for (o = o.child; null !== o; ) (dk(o, s), (o = o.sibling)); } function dk(s, o) { var i = s.alternate, @@ -21249,7 +21281,7 @@ case 15: if ((ck(o, s), ek(s), 4 & u)) { try { - Pj(3, s, s.return), Qj(3, s); + (Pj(3, s, s.return), Qj(3, s)); } catch (o) { W(s, s.return, o); } @@ -21261,7 +21293,7 @@ } break; case 1: - ck(o, s), ek(s), 512 & u && null !== i && Lj(i, i.return); + (ck(o, s), ek(s), 512 & u && null !== i && Lj(i, i.return)); break; case 5: if ((ck(o, s), ek(s), 512 & u && null !== i && Lj(i, i.return), 32 & s.flags)) { @@ -21279,7 +21311,7 @@ j = s.updateQueue; if (((s.updateQueue = null), null !== j)) try { - 'input' === C && 'radio' === w.type && null != w.name && ab(_, w), vb(C, x); + ('input' === C && 'radio' === w.type && null != w.name && ab(_, w), vb(C, x)); var L = vb(C, w); for (x = 0; x < j.length; x += 2) { var B = j[x], @@ -21319,7 +21351,7 @@ case 6: if ((ck(o, s), ek(s), 4 & u)) { if (null === s.stateNode) throw Error(p(162)); - (_ = s.stateNode), (w = s.memoizedProps); + ((_ = s.stateNode), (w = s.memoizedProps)); try { _.nodeValue = w; } catch (o) { @@ -21337,10 +21369,10 @@ break; case 4: default: - ck(o, s), ek(s); + (ck(o, s), ek(s)); break; case 13: - ck(o, s), + (ck(o, s), ek(s), 8192 & (_ = s.child).flags && ((w = null !== _.memoizedState), @@ -21348,7 +21380,7 @@ !w || (null !== _.alternate && null !== _.alternate.memoizedState) || (Xs = dt())), - 4 & u && ak(s); + 4 & u && ak(s)); break; case 22: if ( @@ -21373,12 +21405,12 @@ Lj(V, V.return); var z = V.stateNode; if ('function' == typeof z.componentWillUnmount) { - (u = V), (i = V.return); + ((u = V), (i = V.return)); try { - (o = u), + ((o = u), (z.props = o.memoizedProps), (z.state = o.memoizedState), - z.componentWillUnmount(); + z.componentWillUnmount()); } catch (s) { W(u, i, s); } @@ -21402,7 +21434,7 @@ if (null === B) { B = $; try { - (_ = $.stateNode), + ((_ = $.stateNode), L ? 'function' == typeof (w = _.style).setProperty ? w.setProperty('display', 'none', 'important') @@ -21412,7 +21444,7 @@ null != (j = $.memoizedProps.style) && j.hasOwnProperty('display') ? j.display : null), - (C.style.display = rb('display', x))); + (C.style.display = rb('display', x)))); } catch (o) { W(s, s.return, o); } @@ -21428,20 +21460,20 @@ ((22 !== $.tag && 23 !== $.tag) || null === $.memoizedState || $ === s) && null !== $.child ) { - ($.child.return = $), ($ = $.child); + (($.child.return = $), ($ = $.child)); continue; } if ($ === s) break e; for (; null === $.sibling; ) { if (null === $.return || $.return === s) break e; - B === $ && (B = null), ($ = $.return); + (B === $ && (B = null), ($ = $.return)); } - B === $ && (B = null), ($.sibling.return = $.return), ($ = $.sibling); + (B === $ && (B = null), ($.sibling.return = $.return), ($ = $.sibling)); } } break; case 19: - ck(o, s), ek(s), 4 & u && ak(s); + (ck(o, s), ek(s), 4 & u && ak(s)); case 21: } } @@ -21462,7 +21494,7 @@ switch (u.tag) { case 5: var _ = u.stateNode; - 32 & u.flags && (ob(_, ''), (u.flags &= -33)), Wj(s, Uj(s), _); + (32 & u.flags && (ob(_, ''), (u.flags &= -33)), Wj(s, Uj(s), _)); break; case 3: case 4: @@ -21480,7 +21512,7 @@ 4096 & o && (s.flags &= -4097); } function hk(s, o, i) { - (js = s), ik(s, o, i); + ((js = s), ik(s, o, i)); } function ik(s, o, i) { for (var u = !!(1 & s.mode); null !== js; ) { @@ -21495,14 +21527,14 @@ var L = Os; if (((Cs = x), (Os = j) && !L)) for (js = _; null !== js; ) - (j = (x = js).child), + ((j = (x = js).child), 22 === x.tag && null !== x.memoizedState ? jk(_) : null !== j ? ((j.return = x), (js = j)) - : jk(_); - for (; null !== w; ) (js = w), ik(w, o, i), (w = w.sibling); - (js = _), (Cs = C), (Os = L); + : jk(_)); + for (; null !== w; ) ((js = w), ik(w, o, i), (w = w.sibling)); + ((js = _), (Cs = C), (Os = L)); } kk(s); } else 8772 & _.subtreeFlags && null !== w ? ((w.return = _), (js = w)) : kk(s); @@ -21603,7 +21635,7 @@ break; } if (null !== (i = o.sibling)) { - (i.return = o.return), (js = i); + ((i.return = o.return), (js = i)); break; } js = o.return; @@ -21618,7 +21650,7 @@ } var i = o.sibling; if (null !== i) { - (i.return = o.return), (js = i); + ((i.return = o.return), (js = i)); break; } js = o.return; @@ -21673,7 +21705,7 @@ } var C = o.sibling; if (null !== C) { - (C.return = o.return), (js = C); + ((C.return = o.return), (js = C)); break; } js = o.return; @@ -21726,11 +21758,11 @@ } function gi(s, o, i, u) { if (50 < io) throw ((io = 0), (ao = null), Error(p(185))); - Ac(s, i, u), + (Ac(s, i, u), (2 & Bs && s === Fs) || (s === Fs && (!(2 & Bs) && (Hs |= i), 4 === zs && Ck(s, $s)), Dk(s, u), - 1 === i && 0 === Bs && !(1 & o.mode) && ((Zs = dt() + 500), Cn && jg())); + 1 === i && 0 === Bs && !(1 & o.mode) && ((Zs = dt() + 500), Cn && jg()))); } function Dk(s, o) { var i = s.callbackNode; @@ -21741,30 +21773,29 @@ _ = s.expirationTimes, w = s.pendingLanes; 0 < w; - ) { var x = 31 - St(w), C = 1 << x, j = _[x]; - -1 === j + (-1 === j ? (C & i && !(C & u)) || (_[x] = vc(C, o)) : j <= o && (s.expiredLanes |= C), - (w &= ~C); + (w &= ~C)); } })(s, o); var u = uc(s, s === Fs ? $s : 0); - if (0 === u) null !== i && ut(i), (s.callbackNode = null), (s.callbackPriority = 0); + if (0 === u) (null !== i && ut(i), (s.callbackNode = null), (s.callbackPriority = 0)); else if (((o = u & -u), s.callbackPriority !== o)) { if ((null != i && ut(i), 1 === o)) - 0 === s.tag + (0 === s.tag ? (function ig(s) { - (Cn = !0), hg(s); + ((Cn = !0), hg(s)); })(Ek.bind(null, s)) : hg(Ek.bind(null, s)), pn(function () { !(6 & Bs) && jg(); }), - (i = null); + (i = null)); else { switch (Dc(u)) { case 1: @@ -21782,7 +21813,7 @@ } i = Fk(i, Gk.bind(null, s)); } - (s.callbackPriority = o), (s.callbackNode = i); + ((s.callbackPriority = o), (s.callbackNode = i)); } } function Gk(s, o) { @@ -21804,10 +21835,10 @@ } catch (o) { Mk(s, o); } - $g(), + ($g(), (Rs.current = w), (Bs = _), - null !== qs ? (o = 0) : ((Fs = null), ($s = 0), (o = zs)); + null !== qs ? (o = 0) : ((Fs = null), ($s = 0), (o = zs))); } if (0 !== o) { if ((2 === o && 0 !== (_ = xc(s)) && ((u = _), (o = Nk(s, _))), 1 === o)) @@ -21835,14 +21866,14 @@ } } if (((i = o.child), 16384 & o.subtreeFlags && null !== i)) - (i.return = o), (o = i); + ((i.return = o), (o = i)); else { if (o === s) break; for (; null === o.sibling; ) { if (null === o.return || o.return === s) return !0; o = o.return; } - (o.sibling.return = o.return), (o = o.sibling); + ((o.sibling.return = o.return), (o = o.sibling)); } } return !0; @@ -21865,7 +21896,7 @@ if ((Ck(s, u), (130023424 & u) === u && 10 < (o = Xs + 500 - dt()))) { if (0 !== uc(s, 0)) break; if (((_ = s.suspendedLanes) & u) !== u) { - R(), (s.pingedLanes |= s.suspendedLanes & _); + (R(), (s.pingedLanes |= s.suspendedLanes & _)); break; } s.timeoutHandle = ln(Pk.bind(null, s, Ys, Qs), o); @@ -21877,7 +21908,7 @@ if ((Ck(s, u), (4194240 & u) === u)) break; for (o = s.eventTimes, _ = -1; 0 < u; ) { var x = 31 - St(u); - (w = 1 << x), (x = o[x]) > _ && (_ = x), (u &= ~w); + ((w = 1 << x), (x = o[x]) > _ && (_ = x), (u &= ~w)); } if ( ((u = _), @@ -21907,7 +21938,7 @@ } } } - return Dk(s, dt()), s.callbackNode === i ? Gk.bind(null, s) : null; + return (Dk(s, dt()), s.callbackNode === i ? Gk.bind(null, s) : null); } function Nk(s, o) { var i = Gs; @@ -21924,18 +21955,17 @@ for ( o &= ~Js, o &= ~Hs, s.suspendedLanes |= o, s.pingedLanes &= ~o, s = s.expirationTimes; 0 < o; - ) { var i = 31 - St(o), u = 1 << i; - (s[i] = -1), (o &= ~u); + ((s[i] = -1), (o &= ~u)); } } function Ek(s) { if (6 & Bs) throw Error(p(327)); Hk(); var o = uc(s, 0); - if (!(1 & o)) return Dk(s, dt()), null; + if (!(1 & o)) return (Dk(s, dt()), null); var i = Ik(s, o); if (0 !== s.tag && 2 === i) { var u = xc(s); @@ -21969,14 +21999,14 @@ try { if (((Ls.transition = null), (At = 1), s)) return s(); } finally { - (At = u), (Ls.transition = i), !(6 & (Bs = o)) && jg(); + ((At = u), (Ls.transition = i), !(6 & (Bs = o)) && jg()); } } function Hj() { - (Vs = Us.current), E(Us); + ((Vs = Us.current), E(Us)); } function Kk(s, o) { - (s.finishedWork = null), (s.finishedLanes = 0); + ((s.finishedWork = null), (s.finishedLanes = 0)); var i = s.timeoutHandle; if ((-1 !== i && ((s.timeoutHandle = -1), cn(i)), null !== qs)) for (i = qs.return; null !== i; ) { @@ -21986,7 +22016,7 @@ null != (u = u.type.childContextTypes) && $f(); break; case 3: - zh(), E(Sn), E(wn), Eh(); + (zh(), E(Sn), E(wn), Eh()); break; case 5: Bh(u); @@ -22024,7 +22054,7 @@ w = i.pending; if (null !== w) { var x = w.next; - (w.next = _), (u.next = x); + ((w.next = _), (u.next = x)); } i.pending = u; } @@ -22039,7 +22069,7 @@ if (($g(), (rs.current = ds), cs)) { for (var u = os.memoizedState; null !== u; ) { var _ = u.queue; - null !== _ && (_.pending = null), (u = u.next); + (null !== _ && (_.pending = null), (u = u.next)); } cs = !1; } @@ -22051,7 +22081,7 @@ (Ds.current = null), null === i || null === i.return) ) { - (zs = 1), (Ws = o), (qs = null); + ((zs = 1), (Ws = o), (qs = null)); break; } e: { @@ -22077,34 +22107,34 @@ } var U = Ui(x); if (null !== U) { - (U.flags &= -257), Vi(U, x, C, 0, o), 1 & U.mode && Si(w, L, o), (j = L); + ((U.flags &= -257), Vi(U, x, C, 0, o), 1 & U.mode && Si(w, L, o), (j = L)); var z = (o = U).updateQueue; if (null === z) { var Y = new Set(); - Y.add(j), (o.updateQueue = Y); + (Y.add(j), (o.updateQueue = Y)); } else z.add(j); break e; } if (!(1 & o)) { - Si(w, L, o), tj(); + (Si(w, L, o), tj()); break e; } j = Error(p(426)); } else if (Fn && 1 & C.mode) { var Z = Ui(x); if (null !== Z) { - !(65536 & Z.flags) && (Z.flags |= 256), Vi(Z, x, C, 0, o), Jg(Ji(j, C)); + (!(65536 & Z.flags) && (Z.flags |= 256), Vi(Z, x, C, 0, o), Jg(Ji(j, C))); break e; } } - (w = j = Ji(j, C)), + ((w = j = Ji(j, C)), 4 !== zs && (zs = 2), null === Gs ? (Gs = [w]) : Gs.push(w), - (w = x); + (w = x)); do { switch (w.tag) { case 3: - (w.flags |= 65536), (o &= -o), (w.lanes |= o), ph(w, Ni(0, j, o)); + ((w.flags |= 65536), (o &= -o), (w.lanes |= o), ph(w, Ni(0, j, o))); break e; case 1: C = j; @@ -22119,7 +22149,7 @@ (null !== ro && ro.has(ie)))) ) ) { - (w.flags |= 65536), (o &= -o), (w.lanes |= o), ph(w, Qi(w, C, o)); + ((w.flags |= 65536), (o &= -o), (w.lanes |= o), ph(w, Qi(w, C, o))); break e; } } @@ -22128,7 +22158,7 @@ } Sk(i); } catch (s) { - (o = s), qs === i && null !== i && (qs = i = i.return); + ((o = s), qs === i && null !== i && (qs = i = i.return)); continue; } break; @@ -22136,11 +22166,11 @@ } function Jk() { var s = Rs.current; - return (Rs.current = ds), null === s ? ds : s; + return ((Rs.current = ds), null === s ? ds : s); } function tj() { - (0 !== zs && 3 !== zs && 2 !== zs) || (zs = 4), - null === Fs || (!(268435455 & Ks) && !(268435455 & Hs)) || Ck(Fs, $s); + ((0 !== zs && 3 !== zs && 2 !== zs) || (zs = 4), + null === Fs || (!(268435455 & Ks) && !(268435455 & Hs)) || Ck(Fs, $s)); } function Ik(s, o) { var i = Bs; @@ -22154,7 +22184,7 @@ Mk(s, o); } if (($g(), (Bs = i), (Rs.current = u), null !== qs)) throw Error(p(261)); - return (Fs = null), ($s = 0), zs; + return ((Fs = null), ($s = 0), zs); } function Tk() { for (; null !== qs; ) Uk(qs); @@ -22164,16 +22194,18 @@ } function Uk(s) { var o = Ts(s.alternate, s, Vs); - (s.memoizedProps = s.pendingProps), null === o ? Sk(s) : (qs = o), (Ds.current = null); + ((s.memoizedProps = s.pendingProps), + null === o ? Sk(s) : (qs = o), + (Ds.current = null)); } function Sk(s) { var o = s; do { var i = o.alternate; if (((s = o.return), 32768 & o.flags)) { - if (null !== (i = Ij(i, o))) return (i.flags &= 32767), void (qs = i); - if (null === s) return (zs = 6), void (qs = null); - (s.flags |= 32768), (s.subtreeFlags = 0), (s.deletions = null); + if (null !== (i = Ij(i, o))) return ((i.flags &= 32767), void (qs = i)); + if (null === s) return ((zs = 6), void (qs = null)); + ((s.flags |= 32768), (s.subtreeFlags = 0), (s.deletions = null)); } else if (null !== (i = Ej(i, o, Vs))) return void (qs = i); if (null !== (o = o.sibling)) return void (qs = o); qs = o = s; @@ -22184,7 +22216,7 @@ var u = At, _ = Ls.transition; try { - (Ls.transition = null), + ((Ls.transition = null), (At = 1), (function Wk(s, o, i, u) { do { @@ -22196,23 +22228,23 @@ if (null === i) return null; if (((s.finishedWork = null), (s.finishedLanes = 0), i === s.current)) throw Error(p(177)); - (s.callbackNode = null), (s.callbackPriority = 0); + ((s.callbackNode = null), (s.callbackPriority = 0)); var w = i.lanes | i.childLanes; if ( ((function Bc(s, o) { var i = s.pendingLanes & ~o; - (s.pendingLanes = o), + ((s.pendingLanes = o), (s.suspendedLanes = 0), (s.pingedLanes = 0), (s.expiredLanes &= o), (s.mutableReadLanes &= o), (s.entangledLanes &= o), - (o = s.entanglements); + (o = s.entanglements)); var u = s.eventTimes; for (s = s.expirationTimes; 0 < i; ) { var _ = 31 - St(i), w = 1 << _; - (o[_] = 0), (u[_] = -1), (s[_] = -1), (i &= ~w); + ((o[_] = 0), (u[_] = -1), (s[_] = -1), (i &= ~w)); } })(s, w), s === Fs && ((qs = Fs = null), ($s = 0)), @@ -22220,16 +22252,16 @@ no || ((no = !0), Fk(vt, function () { - return Hk(), null; + return (Hk(), null); })), (w = !!(15990 & i.flags)), !!(15990 & i.subtreeFlags) || w) ) { - (w = Ls.transition), (Ls.transition = null); + ((w = Ls.transition), (Ls.transition = null)); var x = At; At = 1; var C = Bs; - (Bs |= 4), + ((Bs |= 4), (Ds.current = null), (function Oj(s, o) { if (((on = zt), Ne((s = Me())))) { @@ -22246,7 +22278,7 @@ w = u.focusNode; u = u.focusOffset; try { - i.nodeType, w.nodeType; + (i.nodeType, w.nodeType); } catch (s) { i = null; break e; @@ -22265,9 +22297,8 @@ $ !== w || (0 !== u && 3 !== $.nodeType) || (j = x + u), 3 === $.nodeType && (x += $.nodeValue.length), null !== (U = $.firstChild); - ) - (V = $), ($ = U); + ((V = $), ($ = U)); for (;;) { if ($ === s) break t; if ( @@ -22288,10 +22319,9 @@ for ( an = { focusedElem: s, selectionRange: i }, zt = !1, js = o; null !== js; - ) if (((s = (o = js).child), 1028 & o.subtreeFlags && null !== s)) - (s.return = o), (js = s); + ((s.return = o), (js = s)); else for (; null !== js; ) { o = js; @@ -22334,12 +22364,12 @@ W(o, o.return, s); } if (null !== (s = o.sibling)) { - (s.return = o.return), (js = s); + ((s.return = o.return), (js = s)); break; } js = o.return; } - return (z = Is), (Is = !1), z; + return ((z = Is), (Is = !1), z); })(s, i), dk(i, s), Oe(an), @@ -22350,7 +22380,7 @@ ht(), (Bs = C), (At = x), - (Ls.transition = w); + (Ls.transition = w)); } else s.current = i; if ( (no && ((no = !1), (so = s), (oo = _)), @@ -22366,7 +22396,7 @@ null !== o) ) for (u = s.onRecoverableError, i = 0; i < o.length; i++) - (_ = o[i]), u(_.value, { componentStack: _.stack, digest: _.digest }); + ((_ = o[i]), u(_.value, { componentStack: _.stack, digest: _.digest })); if (eo) throw ((eo = !1), (s = to), (to = null), s); return ( !!(1 & oo) && 0 !== s.tag && Hk(), @@ -22375,9 +22405,9 @@ jg(), null ); - })(s, o, i, u); + })(s, o, i, u)); } finally { - (Ls.transition = _), (At = u); + ((Ls.transition = _), (At = u)); } return null; } @@ -22408,7 +22438,7 @@ Pj(8, B, w); } var $ = B.child; - if (null !== $) ($.return = B), (js = $); + if (null !== $) (($.return = B), (js = $)); else for (; null !== js; ) { var V = (B = js).sibling, @@ -22418,7 +22448,7 @@ break; } if (null !== V) { - (V.return = U), (js = V); + ((V.return = U), (js = V)); break; } js = U; @@ -22432,14 +22462,14 @@ z.child = null; do { var Z = Y.sibling; - (Y.sibling = null), (Y = Z); + ((Y.sibling = null), (Y = Z)); } while (null !== Y); } } js = w; } } - if (2064 & w.subtreeFlags && null !== x) (x.return = w), (js = x); + if (2064 & w.subtreeFlags && null !== x) ((x.return = w), (js = x)); else e: for (; null !== js; ) { if (2048 & (w = js).flags) @@ -22451,7 +22481,7 @@ } var ee = w.sibling; if (null !== ee) { - (ee.return = w.return), (js = ee); + ((ee.return = w.return), (js = ee)); break e; } js = w.return; @@ -22460,7 +22490,7 @@ var ie = s.current; for (js = ie; null !== js; ) { var ae = (x = js).child; - if (2064 & x.subtreeFlags && null !== ae) (ae.return = x), (js = ae); + if (2064 & x.subtreeFlags && null !== ae) ((ae.return = x), (js = ae)); else e: for (x = ie; null !== js; ) { if (2048 & (C = js).flags) @@ -22480,7 +22510,7 @@ } var le = C.sibling; if (null !== le) { - (le.return = C.return), (js = le); + ((le.return = C.return), (js = le)); break e; } js = C.return; @@ -22494,15 +22524,15 @@ } return u; } finally { - (At = i), (Ls.transition = o); + ((At = i), (Ls.transition = o)); } } return !1; } function Xk(s, o, i) { - (s = nh(s, (o = Ni(0, (o = Ji(i, o)), 1)), 1)), + ((s = nh(s, (o = Ni(0, (o = Ji(i, o)), 1)), 1)), (o = R()), - null !== s && (Ac(s, 1, o), Dk(s, o)); + null !== s && (Ac(s, 1, o), Dk(s, o))); } function W(s, o, i) { if (3 === s.tag) Xk(s, s, i); @@ -22518,9 +22548,9 @@ 'function' == typeof o.type.getDerivedStateFromError || ('function' == typeof u.componentDidCatch && (null === ro || !ro.has(u))) ) { - (o = nh(o, (s = Qi(o, (s = Ji(i, s)), 1)), 1)), + ((o = nh(o, (s = Qi(o, (s = Ji(i, s)), 1)), 1)), (s = R()), - null !== o && (Ac(o, 1, s), Dk(o, s)); + null !== o && (Ac(o, 1, s), Dk(o, s))); break; } } @@ -22529,7 +22559,7 @@ } function Ti(s, o, i) { var u = s.pingCache; - null !== u && u.delete(o), + (null !== u && u.delete(o), (o = R()), (s.pingedLanes |= s.suspendedLanes & i), Fs === s && @@ -22537,7 +22567,7 @@ (4 === zs || (3 === zs && (130023424 & $s) === $s && 500 > dt() - Xs) ? Kk(s, 0) : (Js |= i)), - Dk(s, o); + Dk(s, o)); } function Yk(s, o) { 0 === o && @@ -22548,7 +22578,7 @@ function uj(s) { var o = s.memoizedState, i = 0; - null !== o && (i = o.retryLane), Yk(s, i); + (null !== o && (i = o.retryLane), Yk(s, i)); } function bk(s, o) { var i = 0; @@ -22564,13 +22594,13 @@ default: throw Error(p(314)); } - null !== u && u.delete(o), Yk(s, i); + (null !== u && u.delete(o), Yk(s, i)); } function Fk(s, o) { return ct(s, o); } function $k(s, o, i, u) { - (this.tag = s), + ((this.tag = s), (this.key = i), (this.sibling = this.child = @@ -22591,7 +22621,7 @@ (this.subtreeFlags = this.flags = 0), (this.deletions = null), (this.childLanes = this.lanes = 0), - (this.alternate = null); + (this.alternate = null)); } function Bg(s, o, i, u) { return new $k(s, o, i, u); @@ -22638,14 +22668,14 @@ case ee: return Tg(i.children, _, w, o); case ie: - (x = 8), (_ |= 8); + ((x = 8), (_ |= 8)); break; case ae: - return ((s = Bg(12, i, o, 2 | _)).elementType = ae), (s.lanes = w), s; + return (((s = Bg(12, i, o, 2 | _)).elementType = ae), (s.lanes = w), s); case de: - return ((s = Bg(13, i, o, _)).elementType = de), (s.lanes = w), s; + return (((s = Bg(13, i, o, _)).elementType = de), (s.lanes = w), s); case fe: - return ((s = Bg(19, i, o, _)).elementType = fe), (s.lanes = w), s; + return (((s = Bg(19, i, o, _)).elementType = fe), (s.lanes = w), s); case _e: return pj(i, _, w, o); default: @@ -22664,15 +22694,15 @@ x = 14; break e; case be: - (x = 16), (u = null); + ((x = 16), (u = null)); break e; } throw Error(p(130, null == s ? s : typeof s, '')); } - return ((o = Bg(x, i, o, _)).elementType = s), (o.type = u), (o.lanes = w), o; + return (((o = Bg(x, i, o, _)).elementType = s), (o.type = u), (o.lanes = w), o); } function Tg(s, o, i, u) { - return ((s = Bg(7, s, u, o)).lanes = i), s; + return (((s = Bg(7, s, u, o)).lanes = i), s); } function pj(s, o, i, u) { return ( @@ -22683,7 +22713,7 @@ ); } function Qg(s, o, i) { - return ((s = Bg(6, s, null, o)).lanes = i), s; + return (((s = Bg(6, s, null, o)).lanes = i), s); } function Sg(s, o, i) { return ( @@ -22697,7 +22727,7 @@ ); } function al(s, o, i, u, _) { - (this.tag = o), + ((this.tag = o), (this.containerInfo = s), (this.finishedWork = this.pingCache = this.current = this.pendingChildren = null), (this.timeoutHandle = -1), @@ -22716,7 +22746,7 @@ (this.entanglements = zc(0)), (this.identifierPrefix = u), (this.onRecoverableError = _), - (this.mutableSourceEagerHydrationData = null); + (this.mutableSourceEagerHydrationData = null)); } function bl(s, o, i, u, _, w, x, C, j) { return ( @@ -22797,7 +22827,7 @@ } } function il(s, o) { - hl(s, o), (s = s.alternate) && hl(s, o); + (hl(s, o), (s = s.alternate) && hl(s, o)); } Ts = function (s, o, i) { if (null !== s) @@ -22809,7 +22839,7 @@ (function yj(s, o, i) { switch (o.tag) { case 3: - kj(o), Ig(); + (kj(o), Ig()); break; case 5: Ah(o); @@ -22823,7 +22853,7 @@ case 10: var u = o.type._context, _ = o.memoizedProps.value; - G(zn, u._currentValue), (u._currentValue = _); + (G(zn, u._currentValue), (u._currentValue = _)); break; case 13: if (null !== (u = o.memoizedState)) @@ -22850,20 +22880,20 @@ return null; case 22: case 23: - return (o.lanes = 0), dj(s, o, i); + return ((o.lanes = 0), dj(s, o, i)); } return Zi(s, o, i); })(s, o, i) ); _s = !!(131072 & s.flags); } - else (_s = !1), Fn && 1048576 & o.flags && ug(o, Pn, o.index); + else ((_s = !1), Fn && 1048576 & o.flags && ug(o, Pn, o.index)); switch (((o.lanes = 0), o.tag)) { case 2: var u = o.type; - ij(s, o), (s = o.pendingProps); + (ij(s, o), (s = o.pendingProps)); var _ = Yf(o, wn.current); - ch(o, i), (_ = Nh(null, o, u, s, _, i)); + (ch(o, i), (_ = Nh(null, o, u, s, _, i))); var w = Sh(); return ( (o.flags |= 1), @@ -22936,10 +22966,10 @@ case 3: e: { if ((kj(o), null === s)) throw Error(p(387)); - (u = o.pendingProps), + ((u = o.pendingProps), (_ = (w = o.memoizedState).element), lh(s, o), - qh(o, u, null, i); + qh(o, u, null, i)); var x = o.memoizedState; if (((u = x.element), w.isDehydrated)) { if ( @@ -22969,9 +22999,8 @@ i = Un(o, null, u, i), o.child = i; i; - ) - (i.flags = (-3 & i.flags) | 4096), (i = i.sibling); + ((i.flags = (-3 & i.flags) | 4096), (i = i.sibling)); } else { if ((Ig(), u === _)) { o = Zi(s, o, i); @@ -22996,7 +23025,7 @@ o.child ); case 6: - return null === s && Eg(o), null; + return (null === s && Eg(o), null); case 13: return oj(s, o, i); case 4: @@ -23013,10 +23042,10 @@ Yi(s, o, u, (_ = o.elementType === u ? _ : Ci(u, _)), i) ); case 7: - return Xi(s, o, o.pendingProps, i), o.child; + return (Xi(s, o, o.pendingProps, i), o.child); case 8: case 12: - return Xi(s, o, o.pendingProps.children, i), o.child; + return (Xi(s, o, o.pendingProps.children, i), o.child); case 10: e: { if ( @@ -23045,14 +23074,14 @@ var L = w.updateQueue; if (null !== L) { var B = (L = L.shared).pending; - null === B ? (j.next = j) : ((j.next = B.next), (B.next = j)), - (L.pending = j); + (null === B ? (j.next = j) : ((j.next = B.next), (B.next = j)), + (L.pending = j)); } } - (w.lanes |= i), + ((w.lanes |= i), null !== (j = w.alternate) && (j.lanes |= i), bh(w.return, i, o), - (C.lanes |= i); + (C.lanes |= i)); break; } j = j.next; @@ -23060,10 +23089,10 @@ } else if (10 === w.tag) x = w.type === o.type ? null : w.child; else if (18 === w.tag) { if (null === (x = w.return)) throw Error(p(341)); - (x.lanes |= i), + ((x.lanes |= i), null !== (C = x.alternate) && (C.lanes |= i), bh(x, i, o), - (x = w.sibling); + (x = w.sibling)); } else x = w.child; if (null !== x) x.return = w; else @@ -23073,14 +23102,14 @@ break; } if (null !== (w = x.sibling)) { - (w.return = x.return), (x = w); + ((w.return = x.return), (x = w)); break; } x = x.return; } w = x; } - Xi(s, o, _.children, i), (o = o.child); + (Xi(s, o, _.children, i), (o = o.child)); } return o; case 9: @@ -23094,7 +23123,10 @@ o.child ); case 14: - return (_ = Ci((u = o.type), o.pendingProps)), $i(s, o, u, (_ = Ci(u.type, _)), i); + return ( + (_ = Ci((u = o.type), o.pendingProps)), + $i(s, o, u, (_ = Ci(u.type, _)), i) + ); case 15: return bj(s, o, o.type, o.pendingProps, i); case 17: @@ -23194,7 +23226,7 @@ })(i, o, s, _, u); return gl(x); } - (ml.prototype.render = ll.prototype.render = + ((ml.prototype.render = ll.prototype.render = function (s) { var o = this._internalRoot; if (null === o) throw Error(p(409)); @@ -23206,10 +23238,10 @@ if (null !== s) { this._internalRoot = null; var o = s.containerInfo; - Rk(function () { + (Rk(function () { fl(null, s, null, null); }), - (o[mn] = null); + (o[mn] = null)); } }), (ml.prototype.unstable_scheduleHydration = function (s) { @@ -23217,7 +23249,7 @@ var o = Mt(); s = { blockedOn: null, target: s, priority: o }; for (var i = 0; i < $t.length && 0 !== o && o < $t[i].priority; i++); - $t.splice(i, 0, s), 0 === i && Vc(s); + ($t.splice(i, 0, s), 0 === i && Vc(s)); } }), (jt = function (s) { @@ -23230,14 +23262,14 @@ } break; case 13: - Rk(function () { + (Rk(function () { var o = ih(s, 1); if (null !== o) { var i = R(); gi(o, s, 1, i); } }), - il(s, 1); + il(s, 1)); } }), (It = function (s) { @@ -23261,7 +23293,7 @@ (Tt = function (s, o) { var i = At; try { - return (At = s), o(); + return ((At = s), o()); } finally { At = i; } @@ -23283,7 +23315,7 @@ if (u !== s && u.form === s.form) { var _ = Db(u); if (!_) throw Error(p(90)); - Wa(u), bb(u, _); + (Wa(u), bb(u, _)); } } } @@ -23296,7 +23328,7 @@ } }), (Gb = Qk), - (Hb = Rk); + (Hb = Rk)); var po = { usingClientEntryPoint: !1, Events: [Cb, ue, Db, Eb, Fb, Qk] }, ho = { findFiberByHostInstance: Wc, @@ -23338,10 +23370,10 @@ var mo = __REACT_DEVTOOLS_GLOBAL_HOOK__; if (!mo.isDisabled && mo.supportsFiber) try { - (Et = mo.inject(fo)), (wt = mo); + ((Et = mo.inject(fo)), (wt = mo)); } catch (qe) {} } - (o.__SECRET_INTERNALS_DO_NOT_USE_OR_YOU_WILL_BE_FIRED = po), + ((o.__SECRET_INTERNALS_DO_NOT_USE_OR_YOU_WILL_BE_FIRED = po), (o.createPortal = function (s, o) { var i = 2 < arguments.length && void 0 !== arguments[2] ? arguments[2] : null; if (!nl(o)) throw Error(p(200)); @@ -23406,10 +23438,10 @@ u) ) for (s = 0; s < u.length; s++) - (_ = (_ = (i = u[s])._getVersion)(i._source)), + ((_ = (_ = (i = u[s])._getVersion)(i._source)), null == o.mutableSourceEagerHydrationData ? (o.mutableSourceEagerHydrationData = [i, _]) - : o.mutableSourceEagerHydrationData.push(i, _); + : o.mutableSourceEagerHydrationData.push(i, _)); return new ml(o); }), (o.render = function (s, o, i) { @@ -23422,7 +23454,7 @@ !!s._reactRootContainer && (Rk(function () { rl(null, null, s, !1, function () { - (s._reactRootContainer = null), (s[mn] = null); + ((s._reactRootContainer = null), (s[mn] = null)); }); }), !0) @@ -23434,11 +23466,11 @@ if (null == s || void 0 === s._reactInternals) throw Error(p(38)); return rl(s, o, i, !1, u); }), - (o.version = '18.3.1-next-f1338f8080-20240426'); + (o.version = '18.3.1-next-f1338f8080-20240426')); }, 40961: (s, o, i) => { 'use strict'; - !(function checkDCE() { + (!(function checkDCE() { if ( 'undefined' != typeof __REACT_DEVTOOLS_GLOBAL_HOOK__ && 'function' == typeof __REACT_DEVTOOLS_GLOBAL_HOOK__.checkDCE @@ -23449,7 +23481,7 @@ console.error(s); } })(), - (s.exports = i(22551)); + (s.exports = i(22551))); }, 2209: (s, o, i) => { 'use strict'; @@ -23487,7 +23519,7 @@ ); } var o = checkType.bind(null, !1); - return (o.isRequired = checkType.bind(null, !0)), o; + return ((o.isRequired = checkType.bind(null, !0)), o); } function createIterableSubclassTypeChecker(s, o) { return (function createImmutableTypeChecker(s, o) { @@ -23515,7 +23547,7 @@ return _.Iterable.isIterable(s) && o(s); }); } - ((u = { + (((u = { listOf: x, mapOf: x, orderedMapOf: x, @@ -23539,7 +23571,7 @@ iterable: w }).iterable.indexed = createIterableSubclassTypeChecker('Indexed', _.Iterable.isIndexed)), (u.iterable.keyed = createIterableSubclassTypeChecker('Keyed', _.Iterable.isKeyed)), - (s.exports = u); + (s.exports = u)); }, 15287: (s, o) => { 'use strict'; @@ -23566,13 +23598,13 @@ Y = Object.assign, Z = {}; function E(s, o, i) { - (this.props = s), (this.context = o), (this.refs = Z), (this.updater = i || z); + ((this.props = s), (this.context = o), (this.refs = Z), (this.updater = i || z)); } function F() {} function G(s, o, i) { - (this.props = s), (this.context = o), (this.refs = Z), (this.updater = i || z); + ((this.props = s), (this.context = o), (this.refs = Z), (this.updater = i || z)); } - (E.prototype.isReactComponent = {}), + ((E.prototype.isReactComponent = {}), (E.prototype.setState = function (s, o) { if ('object' != typeof s && 'function' != typeof s && null != s) throw Error( @@ -23583,9 +23615,9 @@ (E.prototype.forceUpdate = function (s) { this.updater.enqueueForceUpdate(this, s, 'forceUpdate'); }), - (F.prototype = E.prototype); + (F.prototype = E.prototype)); var ee = (G.prototype = new F()); - (ee.constructor = G), Y(ee, E.prototype), (ee.isPureReactComponent = !0); + ((ee.constructor = G), Y(ee, E.prototype), (ee.isPureReactComponent = !0)); var ie = Array.isArray, ae = Object.prototype.hasOwnProperty, le = { current: null }, @@ -23694,14 +23726,14 @@ j += R((C = C.value), o, _, (B = w + Q(C, L++)), x); else if ('object' === C) throw ( - ((o = String(s)), + (o = String(s)), Error( 'Objects are not valid as a React child (found: ' + ('[object Object]' === o ? 'object with keys {' + Object.keys(s).join(', ') + '}' : o) + '). If you meant to render a collection of children, use an array instead.' - )) + ) ); return j; } @@ -23719,7 +23751,7 @@ function T(s) { if (-1 === s._status) { var o = s._result; - (o = o()).then( + ((o = o()).then( function (o) { (0 !== s._status && -1 !== s._status) || ((s._status = 1), (s._result = o)); }, @@ -23727,7 +23759,7 @@ (0 !== s._status && -1 !== s._status) || ((s._status = 2), (s._result = o)); } ), - -1 === s._status && ((s._status = 0), (s._result = o)); + -1 === s._status && ((s._status = 0), (s._result = o))); } if (1 === s._status) return s._result.default; throw s._result; @@ -23738,7 +23770,7 @@ function X() { throw Error('act(...) is not supported in production builds of React.'); } - (o.Children = { + ((o.Children = { map: S, forEach: function (s, o, i) { S( @@ -23831,7 +23863,7 @@ (o.createElement = M), (o.createFactory = function (s) { var o = M.bind(null, s); - return (o.type = s), o; + return ((o.type = s), o); }), (o.createRef = function () { return { current: null }; @@ -23899,7 +23931,7 @@ (o.useTransition = function () { return de.current.useTransition(); }), - (o.version = '18.3.1'); + (o.version = '18.3.1')); }, 96540: (s, o, i) => { 'use strict'; @@ -23923,14 +23955,14 @@ } return ( (function _inheritsLoose(s, o) { - (s.prototype = Object.create(o.prototype)), + ((s.prototype = Object.create(o.prototype)), (s.prototype.constructor = s), - (s.__proto__ = o); + (s.__proto__ = o)); })(NodeError, s), NodeError ); })(u); - (_.prototype.name = u.name), (_.prototype.code = s), (o[s] = _); + ((_.prototype.name = u.name), (_.prototype.code = s), (o[s] = _)); } function oneOf(s, o) { if (Array.isArray(s)) { @@ -23949,7 +23981,7 @@ } return 'of '.concat(o, ' ').concat(String(s)); } - createErrorType( + (createErrorType( 'ERR_INVALID_OPT_VALUE', function (s, o) { return 'The value "' + o + '" is invalid for option "' + s + '"'; @@ -24021,7 +24053,7 @@ 'ERR_STREAM_UNSHIFT_AFTER_END_EVENT', 'stream.unshift() after end event' ), - (s.exports.F = o); + (s.exports.F = o)); }, 25382: (s, o, i) => { 'use strict'; @@ -24043,13 +24075,13 @@ } function Duplex(s) { if (!(this instanceof Duplex)) return new Duplex(s); - w.call(this, s), + (w.call(this, s), x.call(this, s), (this.allowHalfOpen = !0), s && (!1 === s.readable && (this.readable = !1), !1 === s.writable && (this.writable = !1), - !1 === s.allowHalfOpen && ((this.allowHalfOpen = !1), this.once('end', onend))); + !1 === s.allowHalfOpen && ((this.allowHalfOpen = !1), this.once('end', onend)))); } function onend() { this._writableState.ended || u.nextTick(onEndNT, this); @@ -24057,7 +24089,7 @@ function onEndNT(s) { s.end(); } - Object.defineProperty(Duplex.prototype, 'writableHighWaterMark', { + (Object.defineProperty(Duplex.prototype, 'writableHighWaterMark', { enumerable: !1, get: function get() { return this._writableState.highWaterMark; @@ -24090,7 +24122,7 @@ void 0 !== this._writableState && ((this._readableState.destroyed = s), (this._writableState.destroyed = s)); } - }); + })); }, 63600: (s, o, i) => { 'use strict'; @@ -24100,16 +24132,16 @@ if (!(this instanceof PassThrough)) return new PassThrough(s); u.call(this, s); } - i(56698)(PassThrough, u), + (i(56698)(PassThrough, u), (PassThrough.prototype._transform = function (s, o, i) { i(null, s); - }); + })); }, 45412: (s, o, i) => { 'use strict'; var u, _ = i(65606); - (s.exports = Readable), (Readable.ReadableState = ReadableState); + ((s.exports = Readable), (Readable.ReadableState = ReadableState)); i(37007).EventEmitter; var w = function EElistenerCount(s, o) { return s.listeners(o).length; @@ -24143,7 +24175,7 @@ var pe = Y.errorOrDestroy, de = ['error', 'close', 'destroy', 'pause', 'resume']; function ReadableState(s, o, _) { - (u = u || i(25382)), + ((u = u || i(25382)), (s = s || {}), 'boolean' != typeof _ && (_ = o instanceof u), (this.objectMode = !!s.objectMode), @@ -24174,36 +24206,36 @@ s.encoding && ($ || ($ = i(83141).I), (this.decoder = new $(s.encoding)), - (this.encoding = s.encoding)); + (this.encoding = s.encoding))); } function Readable(s) { if (((u = u || i(25382)), !(this instanceof Readable))) return new Readable(s); var o = this instanceof u; - (this._readableState = new ReadableState(s, this, o)), + ((this._readableState = new ReadableState(s, this, o)), (this.readable = !0), s && ('function' == typeof s.read && (this._read = s.read), 'function' == typeof s.destroy && (this._destroy = s.destroy)), - x.call(this); + x.call(this)); } function readableAddChunk(s, o, i, u, _) { L('readableAddChunk', o); var w, x = s._readableState; if (null === o) - (x.reading = !1), + ((x.reading = !1), (function onEofChunk(s, o) { if ((L('onEofChunk'), o.ended)) return; if (o.decoder) { var i = o.decoder.end(); i && i.length && (o.buffer.push(i), (o.length += o.objectMode ? 1 : i.length)); } - (o.ended = !0), + ((o.ended = !0), o.sync ? emitReadable(s) : ((o.needReadable = !1), - o.emittedReadable || ((o.emittedReadable = !0), emitReadable_(s))); - })(s, x); + o.emittedReadable || ((o.emittedReadable = !0), emitReadable_(s)))); + })(s, x)); else if ( (_ || (w = (function chunkInvalid(s, o) { @@ -24234,24 +24266,24 @@ else if (x.ended) pe(s, new ae()); else { if (x.destroyed) return !1; - (x.reading = !1), + ((x.reading = !1), x.decoder && !i ? ((o = x.decoder.write(o)), x.objectMode || 0 !== o.length ? addChunk(s, x, o, !1) : maybeReadMore(s, x)) - : addChunk(s, x, o, !1); + : addChunk(s, x, o, !1)); } else u || ((x.reading = !1), maybeReadMore(s, x)); return !x.ended && (x.length < x.highWaterMark || 0 === x.length); } function addChunk(s, o, i, u) { - o.flowing && 0 === o.length && !o.sync + (o.flowing && 0 === o.length && !o.sync ? ((o.awaitDrain = 0), s.emit('data', i)) : ((o.length += o.objectMode ? 1 : i.length), u ? o.buffer.unshift(i) : o.buffer.push(i), o.needReadable && emitReadable(s)), - maybeReadMore(s, o); + maybeReadMore(s, o)); } - Object.defineProperty(Readable.prototype, 'destroyed', { + (Object.defineProperty(Readable.prototype, 'destroyed', { enumerable: !1, get: function get() { return void 0 !== this._readableState && this._readableState.destroyed; @@ -24286,17 +24318,17 @@ (Readable.prototype.setEncoding = function (s) { $ || ($ = i(83141).I); var o = new $(s); - (this._readableState.decoder = o), - (this._readableState.encoding = this._readableState.decoder.encoding); + ((this._readableState.decoder = o), + (this._readableState.encoding = this._readableState.decoder.encoding)); for (var u = this._readableState.buffer.head, _ = ''; null !== u; ) - (_ += o.write(u.data)), (u = u.next); + ((_ += o.write(u.data)), (u = u.next)); return ( this._readableState.buffer.clear(), '' !== _ && this._readableState.buffer.push(_), (this._readableState.length = _.length), this ); - }); + })); var fe = 1073741824; function howMuchToRead(s, o) { return s <= 0 || (0 === o.length && o.ended) @@ -24326,21 +24358,21 @@ } function emitReadable(s) { var o = s._readableState; - L('emitReadable', o.needReadable, o.emittedReadable), + (L('emitReadable', o.needReadable, o.emittedReadable), (o.needReadable = !1), o.emittedReadable || (L('emitReadable', o.flowing), (o.emittedReadable = !0), - _.nextTick(emitReadable_, s)); + _.nextTick(emitReadable_, s))); } function emitReadable_(s) { var o = s._readableState; - L('emitReadable_', o.destroyed, o.length, o.ended), + (L('emitReadable_', o.destroyed, o.length, o.ended), o.destroyed || (!o.length && !o.ended) || (s.emit('readable'), (o.emittedReadable = !1)), (o.needReadable = !o.flowing && !o.ended && o.length <= o.highWaterMark), - flow(s); + flow(s)); } function maybeReadMore(s, o) { o.readingMore || ((o.readingMore = !0), _.nextTick(maybeReadMore_, s, o)); @@ -24351,7 +24383,6 @@ !o.reading && !o.ended && (o.length < o.highWaterMark || (o.flowing && 0 === o.length)); - ) { var i = o.length; if ((L('maybeReadMore read 0'), s.read(0), i === o.length)) break; @@ -24360,21 +24391,21 @@ } function updateReadableListening(s) { var o = s._readableState; - (o.readableListening = s.listenerCount('readable') > 0), + ((o.readableListening = s.listenerCount('readable') > 0), o.resumeScheduled && !o.paused ? (o.flowing = !0) - : s.listenerCount('data') > 0 && s.resume(); + : s.listenerCount('data') > 0 && s.resume()); } function nReadingNextTick(s) { - L('readable nexttick read 0'), s.read(0); + (L('readable nexttick read 0'), s.read(0)); } function resume_(s, o) { - L('resume', o.reading), + (L('resume', o.reading), o.reading || s.read(0), (o.resumeScheduled = !1), s.emit('resume'), flow(s), - o.flowing && !o.reading && s.read(0); + o.flowing && !o.reading && s.read(0)); } function flow(s) { var o = s._readableState; @@ -24398,8 +24429,8 @@ } function endReadable(s) { var o = s._readableState; - L('endReadable', o.endEmitted), - o.endEmitted || ((o.ended = !0), _.nextTick(endReadableNT, o, s)); + (L('endReadable', o.endEmitted), + o.endEmitted || ((o.ended = !0), _.nextTick(endReadableNT, o, s))); } function endReadableNT(s, o) { if ( @@ -24416,8 +24447,8 @@ for (var i = 0, u = s.length; i < u; i++) if (s[i] === o) return i; return -1; } - (Readable.prototype.read = function (s) { - L('read', s), (s = parseInt(s, 10)); + ((Readable.prototype.read = function (s) { + (L('read', s), (s = parseInt(s, 10))); var o = this._readableState, i = s; if ( @@ -24432,7 +24463,7 @@ null ); if (0 === (s = howMuchToRead(s, o)) && o.ended) - return 0 === o.length && endReadable(this), null; + return (0 === o.length && endReadable(this), null); var u, _ = o.needReadable; return ( @@ -24474,16 +24505,16 @@ default: u.pipes.push(s); } - (u.pipesCount += 1), L('pipe count=%d opts=%j', u.pipesCount, o); + ((u.pipesCount += 1), L('pipe count=%d opts=%j', u.pipesCount, o)); var x = (!o || !1 !== o.end) && s !== _.stdout && s !== _.stderr ? onend : unpipe; function onunpipe(o, _) { - L('onunpipe'), + (L('onunpipe'), o === i && _ && !1 === _.hasUnpiped && ((_.hasUnpiped = !0), (function cleanup() { - L('cleanup'), + (L('cleanup'), s.removeListener('close', onclose), s.removeListener('finish', onfinish), s.removeListener('drain', C), @@ -24493,19 +24524,19 @@ i.removeListener('end', unpipe), i.removeListener('data', ondata), (j = !0), - !u.awaitDrain || (s._writableState && !s._writableState.needDrain) || C(); - })()); + !u.awaitDrain || (s._writableState && !s._writableState.needDrain) || C()); + })())); } function onend() { - L('onend'), s.end(); + (L('onend'), s.end()); } - u.endEmitted ? _.nextTick(x) : i.once('end', x), s.on('unpipe', onunpipe); + (u.endEmitted ? _.nextTick(x) : i.once('end', x), s.on('unpipe', onunpipe)); var C = (function pipeOnDrain(s) { return function pipeOnDrainFunctionResult() { var o = s._readableState; - L('pipeOnDrain', o.awaitDrain), + (L('pipeOnDrain', o.awaitDrain), o.awaitDrain && o.awaitDrain--, - 0 === o.awaitDrain && w(s, 'data') && ((o.flowing = !0), flow(s)); + 0 === o.awaitDrain && w(s, 'data') && ((o.flowing = !0), flow(s))); }; })(i); s.on('drain', C); @@ -24513,28 +24544,28 @@ function ondata(o) { L('ondata'); var _ = s.write(o); - L('dest.write', _), + (L('dest.write', _), !1 === _ && (((1 === u.pipesCount && u.pipes === s) || (u.pipesCount > 1 && -1 !== indexOf(u.pipes, s))) && !j && (L('false write response, pause', u.awaitDrain), u.awaitDrain++), - i.pause()); + i.pause())); } function onerror(o) { - L('onerror', o), + (L('onerror', o), unpipe(), s.removeListener('error', onerror), - 0 === w(s, 'error') && pe(s, o); + 0 === w(s, 'error') && pe(s, o)); } function onclose() { - s.removeListener('finish', onfinish), unpipe(); + (s.removeListener('finish', onfinish), unpipe()); } function onfinish() { - L('onfinish'), s.removeListener('close', onclose), unpipe(); + (L('onfinish'), s.removeListener('close', onclose), unpipe()); } function unpipe() { - L('unpipe'), i.unpipe(s); + (L('unpipe'), i.unpipe(s)); } return ( i.on('data', ondata), @@ -24570,7 +24601,7 @@ if (!s) { var u = o.pipes, _ = o.pipesCount; - (o.pipes = null), (o.pipesCount = 0), (o.flowing = !1); + ((o.pipes = null), (o.pipesCount = 0), (o.flowing = !1)); for (var w = 0; w < _; w++) u[w].emit('unpipe', this, { hasUnpiped: !1 }); return this; } @@ -24607,12 +24638,13 @@ (Readable.prototype.addListener = Readable.prototype.on), (Readable.prototype.removeListener = function (s, o) { var i = x.prototype.removeListener.call(this, s, o); - return 'readable' === s && _.nextTick(updateReadableListening, this), i; + return ('readable' === s && _.nextTick(updateReadableListening, this), i); }), (Readable.prototype.removeAllListeners = function (s) { var o = x.prototype.removeAllListeners.apply(this, arguments); return ( - ('readable' !== s && void 0 !== s) || _.nextTick(updateReadableListening, this), o + ('readable' !== s && void 0 !== s) || _.nextTick(updateReadableListening, this), + o ); }), (Readable.prototype.resume = function () { @@ -24665,14 +24697,14 @@ for (var w = 0; w < de.length; w++) s.on(de[w], this.emit.bind(this, de[w])); return ( (this._read = function (o) { - L('wrapped _read', o), u && ((u = !1), s.resume()); + (L('wrapped _read', o), u && ((u = !1), s.resume())); }), this ); }), 'function' == typeof Symbol && (Readable.prototype[Symbol.asyncIterator] = function () { - return void 0 === V && (V = i(2955)), V(this); + return (void 0 === V && (V = i(2955)), V(this)); }), Object.defineProperty(Readable.prototype, 'readableHighWaterMark', { enumerable: !1, @@ -24704,8 +24736,8 @@ }), 'function' == typeof Symbol && (Readable.from = function (s, o) { - return void 0 === U && (U = i(55157)), U(Readable, s, o); - }); + return (void 0 === U && (U = i(55157)), U(Readable, s, o)); + })); }, 74610: (s, o, i) => { 'use strict'; @@ -24721,14 +24753,14 @@ i.transforming = !1; var u = i.writecb; if (null === u) return this.emit('error', new w()); - (i.writechunk = null), (i.writecb = null), null != o && this.push(o), u(s); + ((i.writechunk = null), (i.writecb = null), null != o && this.push(o), u(s)); var _ = this._readableState; - (_.reading = !1), - (_.needReadable || _.length < _.highWaterMark) && this._read(_.highWaterMark); + ((_.reading = !1), + (_.needReadable || _.length < _.highWaterMark) && this._read(_.highWaterMark)); } function Transform(s) { if (!(this instanceof Transform)) return new Transform(s); - j.call(this, s), + (j.call(this, s), (this._transformState = { afterTransform: afterTransform.bind(this), needTransform: !1, @@ -24742,7 +24774,7 @@ s && ('function' == typeof s.transform && (this._transform = s.transform), 'function' == typeof s.flush && (this._flush = s.flush)), - this.on('prefinish', prefinish); + this.on('prefinish', prefinish)); } function prefinish() { var s = this; @@ -24758,9 +24790,9 @@ if (s._transformState.transforming) throw new x(); return s.push(null); } - i(56698)(Transform, j), + (i(56698)(Transform, j), (Transform.prototype.push = function (s, o) { - return (this._transformState.needTransform = !1), j.prototype.push.call(this, s, o); + return ((this._transformState.needTransform = !1), j.prototype.push.call(this, s, o)); }), (Transform.prototype._transform = function (s, o, i) { i(new _('_transform()')); @@ -24784,7 +24816,7 @@ j.prototype._destroy.call(this, s, function (s) { o(s); }); - }); + })); }, 16708: (s, o, i) => { 'use strict'; @@ -24792,7 +24824,7 @@ _ = i(65606); function CorkedRequest(s) { var o = this; - (this.next = null), + ((this.next = null), (this.entry = null), (this.finish = function () { !(function onCorkedFinish(s, o, i) { @@ -24800,13 +24832,13 @@ s.entry = null; for (; u; ) { var _ = u.callback; - o.pendingcb--, _(i), (u = u.next); + (o.pendingcb--, _(i), (u = u.next)); } o.corkedRequestsFree.next = s; })(o, s); - }); + })); } - (s.exports = Writable), (Writable.WritableState = WritableState); + ((s.exports = Writable), (Writable.WritableState = WritableState)); var w = { deprecate: i(94643) }, x = i(40345), C = i(48287).Buffer, @@ -24834,7 +24866,7 @@ ce = B.errorOrDestroy; function nop() {} function WritableState(s, o, w) { - (u = u || i(25382)), + ((u = u || i(25382)), (s = s || {}), 'boolean' != typeof w && (w = o instanceof u), (this.objectMode = !!s.objectMode), @@ -24845,9 +24877,9 @@ (this.ending = !1), (this.ended = !1), (this.finished = !1), - (this.destroyed = !1); + (this.destroyed = !1)); var x = !1 === s.decodeStrings; - (this.decodeStrings = !x), + ((this.decodeStrings = !x), (this.defaultEncoding = s.defaultEncoding || 'utf8'), (this.length = 0), (this.writing = !1), @@ -24862,15 +24894,15 @@ if ('function' != typeof w) throw new Y(); if ( ((function onwriteStateUpdate(s) { - (s.writing = !1), + ((s.writing = !1), (s.writecb = null), (s.length -= s.writelen), - (s.writelen = 0); + (s.writelen = 0)); })(i), o) ) !(function onwriteError(s, o, i, u, w) { - --o.pendingcb, + (--o.pendingcb, i ? (_.nextTick(w, u), _.nextTick(finishMaybe, s, o), @@ -24879,12 +24911,12 @@ : (w(u), (s._writableState.errorEmitted = !0), ce(s, u), - finishMaybe(s, o)); + finishMaybe(s, o))); })(s, i, u, o, w); else { var x = needFinish(i) || s.destroyed; - x || i.corked || i.bufferProcessing || !i.bufferedRequest || clearBuffer(s, i), - u ? _.nextTick(afterWrite, s, i, x, w) : afterWrite(s, i, x, w); + (x || i.corked || i.bufferProcessing || !i.bufferedRequest || clearBuffer(s, i), + u ? _.nextTick(afterWrite, s, i, x, w) : afterWrite(s, i, x, w)); } })(o, s); }), @@ -24898,22 +24930,22 @@ (this.emitClose = !1 !== s.emitClose), (this.autoDestroy = !!s.autoDestroy), (this.bufferedRequestCount = 0), - (this.corkedRequestsFree = new CorkedRequest(this)); + (this.corkedRequestsFree = new CorkedRequest(this))); } function Writable(s) { var o = this instanceof (u = u || i(25382)); if (!o && !L.call(Writable, this)) return new Writable(s); - (this._writableState = new WritableState(s, this, o)), + ((this._writableState = new WritableState(s, this, o)), (this.writable = !0), s && ('function' == typeof s.write && (this._write = s.write), 'function' == typeof s.writev && (this._writev = s.writev), 'function' == typeof s.destroy && (this._destroy = s.destroy), 'function' == typeof s.final && (this._final = s.final)), - x.call(this); + x.call(this)); } function doWrite(s, o, i, u, _, w, x) { - (o.writelen = u), + ((o.writelen = u), (o.writecb = x), (o.writing = !0), (o.sync = !0), @@ -24922,16 +24954,16 @@ : i ? s._writev(_, o.onwrite) : s._write(_, w, o.onwrite), - (o.sync = !1); + (o.sync = !1)); } function afterWrite(s, o, i, u) { - i || + (i || (function onwriteDrain(s, o) { 0 === o.length && o.needDrain && ((o.needDrain = !1), s.emit('drain')); })(s, o), o.pendingcb--, u(), - finishMaybe(s, o); + finishMaybe(s, o)); } function clearBuffer(s, o) { o.bufferProcessing = !0; @@ -24941,15 +24973,16 @@ _ = new Array(u), w = o.corkedRequestsFree; w.entry = i; - for (var x = 0, C = !0; i; ) (_[x] = i), i.isBuf || (C = !1), (i = i.next), (x += 1); - (_.allBuffers = C), + for (var x = 0, C = !0; i; ) + ((_[x] = i), i.isBuf || (C = !1), (i = i.next), (x += 1)); + ((_.allBuffers = C), doWrite(s, o, !0, o.length, _, '', w.finish), o.pendingcb++, (o.lastBufferedRequest = null), w.next ? ((o.corkedRequestsFree = w.next), (w.next = null)) : (o.corkedRequestsFree = new CorkedRequest(o)), - (o.bufferedRequestCount = 0); + (o.bufferedRequestCount = 0)); } else { for (; i; ) { var j = i.chunk, @@ -24965,7 +24998,7 @@ } null === i && (o.lastBufferedRequest = null); } - (o.bufferedRequest = i), (o.bufferProcessing = !1); + ((o.bufferedRequest = i), (o.bufferProcessing = !1)); } function needFinish(s) { return ( @@ -24974,11 +25007,11 @@ } function callFinal(s, o) { s._final(function (i) { - o.pendingcb--, + (o.pendingcb--, i && ce(s, i), (o.prefinished = !0), s.emit('prefinish'), - finishMaybe(s, o); + finishMaybe(s, o)); }); } function finishMaybe(s, o) { @@ -24999,9 +25032,9 @@ } return i; } - i(56698)(Writable, x), + (i(56698)(Writable, x), (WritableState.prototype.getBuffer = function getBuffer() { - for (var s = this.bufferedRequest, o = []; s; ) o.push(s), (s = s.next); + for (var s = this.bufferedRequest, o = []; s; ) (o.push(s), (s = s.next)); return o; }), (function () { @@ -25055,7 +25088,7 @@ u.ending ? (function writeAfterEnd(s, o) { var i = new ae(); - ce(s, i), _.nextTick(o, i); + (ce(s, i), _.nextTick(o, i)); })(this, i) : (x || (function validChunk(s, o, i, u) { @@ -25087,7 +25120,7 @@ L || (o.needDrain = !0); if (o.writing || o.corked) { var B = o.lastBufferedRequest; - (o.lastBufferedRequest = { + ((o.lastBufferedRequest = { chunk: u, encoding: _, isBuf: i, @@ -25097,7 +25130,7 @@ B ? (B.next = o.lastBufferedRequest) : (o.bufferedRequest = o.lastBufferedRequest), - (o.bufferedRequestCount += 1); + (o.bufferedRequestCount += 1)); } else doWrite(s, o, !1, j, u, _, w); return L; })(this, u, x, s, o, i))), @@ -25137,7 +25170,7 @@ )) ) throw new le(s); - return (this._writableState.defaultEncoding = s), this; + return ((this._writableState.defaultEncoding = s), this); }), Object.defineProperty(Writable.prototype, 'writableBuffer', { enumerable: !1, @@ -25165,10 +25198,10 @@ u.corked && ((u.corked = 1), this.uncork()), u.ending || (function endWritable(s, o, i) { - (o.ending = !0), + ((o.ending = !0), finishMaybe(s, o), - i && (o.finished ? _.nextTick(i) : s.once('finish', i)); - (o.ended = !0), (s.writable = !1); + i && (o.finished ? _.nextTick(i) : s.once('finish', i))); + ((o.ended = !0), (s.writable = !1)); })(this, u, i), this ); @@ -25192,7 +25225,7 @@ (Writable.prototype._undestroy = B.undestroy), (Writable.prototype._destroy = function (s, o) { o(s); - }); + })); }, 2955: (s, o, i) => { 'use strict'; @@ -25280,7 +25313,7 @@ if (null !== w) return Promise.resolve(createIterResult(w, !1)); i = new Promise(this[$]); } - return (this[B] = i), i; + return ((this[B] = i), i); } }), Symbol.asyncIterator, @@ -25330,9 +25363,9 @@ ); } var u = i[x]; - null !== u && + (null !== u && ((i[B] = null), (i[x] = null), (i[C] = null), u(createIterResult(void 0, !0))), - (i[L] = !0); + (i[L] = !0)); }), s.on('readable', onReadable.bind(null, i)), i @@ -25345,11 +25378,11 @@ var i = Object.keys(s); if (Object.getOwnPropertySymbols) { var u = Object.getOwnPropertySymbols(s); - o && + (o && (u = u.filter(function (o) { return Object.getOwnPropertyDescriptor(s, o).enumerable; })), - i.push.apply(i, u); + i.push.apply(i, u)); } return i; } @@ -25384,10 +25417,10 @@ function _defineProperties(s, o) { for (var i = 0; i < o.length; i++) { var u = o[i]; - (u.enumerable = u.enumerable || !1), + ((u.enumerable = u.enumerable || !1), (u.configurable = !0), 'value' in u && (u.writable = !0), - Object.defineProperty(s, _toPropertyKey(u.key), u); + Object.defineProperty(s, _toPropertyKey(u.key), u)); } } function _toPropertyKey(s) { @@ -25408,12 +25441,12 @@ w = (_ && _.custom) || 'inspect'; s.exports = (function () { function BufferList() { - !(function _classCallCheck(s, o) { + (!(function _classCallCheck(s, o) { if (!(s instanceof o)) throw new TypeError('Cannot call a class as a function'); })(this, BufferList), (this.head = null), (this.tail = null), - (this.length = 0); + (this.length = 0)); } return ( (function _createClass(s, o, i) { @@ -25428,16 +25461,16 @@ key: 'push', value: function push(s) { var o = { data: s, next: null }; - this.length > 0 ? (this.tail.next = o) : (this.head = o), + (this.length > 0 ? (this.tail.next = o) : (this.head = o), (this.tail = o), - ++this.length; + ++this.length); } }, { key: 'unshift', value: function unshift(s) { var o = { data: s, next: this.head }; - 0 === this.length && (this.tail = o), (this.head = o), ++this.length; + (0 === this.length && (this.tail = o), (this.head = o), ++this.length); } }, { @@ -25458,7 +25491,7 @@ { key: 'clear', value: function clear() { - (this.head = this.tail = null), (this.length = 0); + ((this.head = this.tail = null), (this.length = 0)); } }, { @@ -25474,12 +25507,12 @@ value: function concat(s) { if (0 === this.length) return u.alloc(0); for (var o, i, _, w = u.allocUnsafe(s >>> 0), x = this.head, C = 0; x; ) - (o = x.data), + ((o = x.data), (i = w), (_ = C), u.prototype.copy.call(o, i, _), (C += x.data.length), - (x = x.next); + (x = x.next)); return w; } }, @@ -25524,7 +25557,7 @@ } ++i; } - return (this.length -= i), u; + return ((this.length -= i), u); } }, { @@ -25544,7 +25577,7 @@ } ++_; } - return (this.length -= _), o; + return ((this.length -= _), o); } }, { @@ -25565,7 +25598,7 @@ 'use strict'; var u = i(65606); function emitErrorAndCloseNT(s, o) { - emitErrorNT(s, o), emitCloseNT(s); + (emitErrorNT(s, o), emitCloseNT(s)); } function emitCloseNT(s) { (s._writableState && !s._writableState.emitClose) || @@ -25607,7 +25640,7 @@ this); }, undestroy: function undestroy() { - this._readableState && + (this._readableState && ((this._readableState.destroyed = !1), (this._readableState.reading = !1), (this._readableState.ended = !1), @@ -25619,7 +25652,7 @@ (this._writableState.finalCalled = !1), (this._writableState.prefinished = !1), (this._writableState.finished = !1), - (this._writableState.errorEmitted = !1)); + (this._writableState.errorEmitted = !1))); }, errorOrDestroy: function errorOrDestroy(s, o) { var i = s._readableState, @@ -25634,7 +25667,7 @@ function noop() {} s.exports = function eos(s, o, i) { if ('function' == typeof o) return eos(s, null, o); - o || (o = {}), + (o || (o = {}), (i = (function once(s) { var o = !1; return function () { @@ -25645,7 +25678,7 @@ s.apply(this, u); } }; - })(i || noop)); + })(i || noop))); var _ = o.readable || (!1 !== o.readable && s.readable), w = o.writable || (!1 !== o.writable && s.writable), x = function onlegacyfinish() { @@ -25653,11 +25686,11 @@ }, C = s._writableState && s._writableState.finished, j = function onfinish() { - (w = !1), (C = !0), _ || i.call(s); + ((w = !1), (C = !0), _ || i.call(s)); }, L = s._readableState && s._readableState.endEmitted, B = function onend() { - (_ = !1), (L = !0), w || i.call(s); + ((_ = !1), (L = !0), w || i.call(s)); }, $ = function onerror(o) { i.call(s, o); @@ -25684,7 +25717,7 @@ !1 !== o.error && s.on('error', $), s.on('close', V), function () { - s.removeListener('complete', j), + (s.removeListener('complete', j), s.removeListener('abort', V), s.removeListener('request', U), s.req && s.req.removeListener('finish', j), @@ -25693,7 +25726,7 @@ s.removeListener('finish', j), s.removeListener('end', B), s.removeListener('error', $), - s.removeListener('close', V); + s.removeListener('close', V)); } ); }; @@ -25735,14 +25768,14 @@ }; })(w); var C = !1; - s.on('close', function () { + (s.on('close', function () { C = !0; }), void 0 === u && (u = i(86238)), u(s, { readable: o, writable: _ }, function (s) { if (s) return w(s); - (C = !0), w(); - }); + ((C = !0), w()); + })); var j = !1; return function (o) { if (!C && !j) @@ -25758,7 +25791,7 @@ ); }; })(s, w, _ > 0, function (s) { - C || (C = s), s && L.forEach(call), w || (L.forEach(call), j(C)); + (C || (C = s), s && L.forEach(call), w || (L.forEach(call), j(C))); }); }); return o.reduce(pipe); @@ -25791,7 +25824,7 @@ return s && s.__esModule ? s : { default: s }; })(i(9404)), _ = i(55674); - (o.default = function (s) { + ((o.default = function (s) { var o = arguments.length > 1 && void 0 !== arguments[1] ? arguments[1] : u.default.Map, i = Object.keys(s); return function () { @@ -25800,12 +25833,12 @@ return u.withMutations(function (o) { i.forEach(function (i) { var u = (0, s[i])(o.get(i), w); - (0, _.validateNextState)(u, i, w), o.set(i, u); + ((0, _.validateNextState)(u, i, w), o.set(i, u)); }); }); }; }), - (s.exports = o.default); + (s.exports = o.default)); }, 89593: (s, o, i) => { 'use strict'; @@ -25817,13 +25850,13 @@ }, 48590: (s, o) => { 'use strict'; - Object.defineProperty(o, '__esModule', { value: !0 }), + (Object.defineProperty(o, '__esModule', { value: !0 }), (o.default = function (s) { return s && '@@redux/INIT' === s.type ? 'initialState argument passed to createStore' : 'previous state received by the reducer'; }), - (s.exports = o.default); + (s.exports = o.default)); }, 82261: (s, o, i) => { 'use strict'; @@ -25833,7 +25866,7 @@ function _interopRequireDefault(s) { return s && s.__esModule ? s : { default: s }; } - (o.default = function (s, o, i) { + ((o.default = function (s, o, i) { var w = Object.keys(o); if (!w.length) return 'Store does not have a valid reducer. Make sure the argument passed to combineReducers is an object whose values are reducers.'; @@ -25867,28 +25900,28 @@ '". Unexpected properties will be ignored.' : null; }), - (s.exports = o.default); + (s.exports = o.default)); }, 55674: (s, o, i) => { 'use strict'; - Object.defineProperty(o, '__esModule', { value: !0 }), + (Object.defineProperty(o, '__esModule', { value: !0 }), (o.validateNextState = o.getUnexpectedInvocationParameterMessage = o.getStateName = - void 0); + void 0)); var u = _interopRequireDefault(i(48590)), _ = _interopRequireDefault(i(82261)), w = _interopRequireDefault(i(27374)); function _interopRequireDefault(s) { return s && s.__esModule ? s : { default: s }; } - (o.getStateName = u.default), + ((o.getStateName = u.default), (o.getUnexpectedInvocationParameterMessage = _.default), - (o.validateNextState = w.default); + (o.validateNextState = w.default)); }, 27374: (s, o) => { 'use strict'; - Object.defineProperty(o, '__esModule', { value: !0 }), + (Object.defineProperty(o, '__esModule', { value: !0 }), (o.default = function (s, o, i) { if (void 0 === s) throw new Error( @@ -25899,7 +25932,7 @@ '" action. To ignore an action, you must explicitly return the previous state.' ); }), - (s.exports = o.default); + (s.exports = o.default)); }, 75208: (s) => { 'use strict'; @@ -25910,9 +25943,9 @@ if (1 === u) return s; if (2 === u) return s + s; var _ = s.length * u; - if (o !== s || void 0 === o) (o = s), (i = ''); + if (o !== s || void 0 === o) ((o = s), (i = '')); else if (i.length >= _) return i.substr(0, _); - for (; _ > i.length && u > 1; ) 1 & u && (i += s), (u >>= 1), (s += s); + for (; _ > i.length && u > 1; ) (1 & u && (i += s), (u >>= 1), (s += s)); return (i = (i += s).substr(0, _)); }; }, @@ -25942,7 +25975,7 @@ _ = i(6205), w = i(10023), x = i(8048); - (s.exports = (s) => { + ((s.exports = (s) => { var o, i, C = 0, @@ -25998,14 +26031,14 @@ var U; '^' === V[C] ? ((U = !0), C++) : (U = !1); var z = u.tokenizeClass(V.slice(C), s); - (C += z[1]), B.push({ type: _.SET, set: z[0], not: U }); + ((C += z[1]), B.push({ type: _.SET, set: z[0], not: U })); break; case '.': B.push(w.anyChar()); break; case '(': var Y = { type: _.GROUP, stack: [], remember: !0 }; - '?' === (i = V[C]) && + ('?' === (i = V[C]) && ((i = V[C + 1]), (C += 2), '=' === i @@ -26021,16 +26054,16 @@ B.push(Y), $.push(L), (L = Y), - (B = Y.stack); + (B = Y.stack)); break; case ')': - 0 === $.length && u.error(s, 'Unmatched ) at column ' + (C - 1)), - (B = (L = $.pop()).options ? L.options[L.options.length - 1] : L.stack); + (0 === $.length && u.error(s, 'Unmatched ) at column ' + (C - 1)), + (B = (L = $.pop()).options ? L.options[L.options.length - 1] : L.stack)); break; case '|': L.options || ((L.options = [L.stack]), delete L.stack); var Z = []; - L.options.push(Z), (B = Z); + (L.options.push(Z), (B = Z)); break; case '{': var ee, @@ -26045,30 +26078,30 @@ : B.push({ type: _.CHAR, value: 123 }); break; case '?': - 0 === B.length && repeatErr(C), - B.push({ type: _.REPETITION, min: 0, max: 1, value: B.pop() }); + (0 === B.length && repeatErr(C), + B.push({ type: _.REPETITION, min: 0, max: 1, value: B.pop() })); break; case '+': - 0 === B.length && repeatErr(C), - B.push({ type: _.REPETITION, min: 1, max: 1 / 0, value: B.pop() }); + (0 === B.length && repeatErr(C), + B.push({ type: _.REPETITION, min: 1, max: 1 / 0, value: B.pop() })); break; case '*': - 0 === B.length && repeatErr(C), - B.push({ type: _.REPETITION, min: 0, max: 1 / 0, value: B.pop() }); + (0 === B.length && repeatErr(C), + B.push({ type: _.REPETITION, min: 0, max: 1 / 0, value: B.pop() })); break; default: B.push({ type: _.CHAR, value: i.charCodeAt(0) }); } - return 0 !== $.length && u.error(s, 'Unterminated group'), j; + return (0 !== $.length && u.error(s, 'Unterminated group'), j); }), - (s.exports.types = _); + (s.exports.types = _)); }, 8048: (s, o, i) => { const u = i(6205); - (o.wordBoundary = () => ({ type: u.POSITION, value: 'b' })), + ((o.wordBoundary = () => ({ type: u.POSITION, value: 'b' })), (o.nonWordBoundary = () => ({ type: u.POSITION, value: 'B' })), (o.begin = () => ({ type: u.POSITION, value: '^' })), - (o.end = () => ({ type: u.POSITION, value: '$' })); + (o.end = () => ({ type: u.POSITION, value: '$' }))); }, 10023: (s, o, i) => { const u = i(6205), @@ -26096,7 +26129,7 @@ { type: u.CHAR, value: 12288 }, { type: u.CHAR, value: 65279 } ]; - (o.words = () => ({ type: u.SET, set: WORDS(), not: !1 })), + ((o.words = () => ({ type: u.SET, set: WORDS(), not: !1 })), (o.notWords = () => ({ type: u.SET, set: WORDS(), not: !0 })), (o.ints = () => ({ type: u.SET, set: INTS(), not: !1 })), (o.notInts = () => ({ type: u.SET, set: INTS(), not: !0 })), @@ -26111,7 +26144,7 @@ { type: u.CHAR, value: 8233 } ], not: !0 - })); + }))); }, 6205: (s) => { s.exports = { @@ -26129,7 +26162,7 @@ const u = i(6205), _ = i(10023), w = { 0: 0, t: 9, n: 10, v: 11, f: 12, r: 13 }; - (o.strToChars = function (s) { + ((o.strToChars = function (s) { return (s = s.replace( /(\[\\b\])|(\\)?\\(?:u([A-F0-9]{4})|x([A-F0-9]{2})|(0?[0-7]{2})|c([@A-Z[\\\]^?])|([0tnvfr]))/g, function (s, o, i, u, _, x, C, j) { @@ -26146,7 +26179,7 @@ ? '@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^ ?'.indexOf(C) : w[j], B = String.fromCharCode(L); - return /[[\]{}^$.|?*+()]/.test(B) && (B = '\\' + B), B; + return (/[[\]{}^$.|?*+()]/.test(B) && (B = '\\' + B), B); } )); }), @@ -26158,7 +26191,6 @@ j = /\\(?:(w)|(d)|(s)|(W)|(D)|(S))|((?:(?:\\)(.)|([^\]\\]))-(?:\\)?([^\]]))|(\])|(?:\\)?([^])/g; null != (w = j.exec(s)); - ) if (w[1]) C.push(_.words()); else if (w[2]) C.push(_.ints()); @@ -26180,7 +26212,7 @@ }), (o.error = (s, o) => { throw new SyntaxError('Invalid regular expression: /' + s + '/: ' + o); - }); + })); }, 92861: (s, o, i) => { var u = i(48287), @@ -26191,7 +26223,7 @@ function SafeBuffer(s, o, i) { return _(s, o, i); } - _.from && _.alloc && _.allocUnsafe && _.allocUnsafeSlow + (_.from && _.alloc && _.allocUnsafe && _.allocUnsafeSlow ? (s.exports = u) : (copyProps(u, o), (o.Buffer = SafeBuffer)), (SafeBuffer.prototype = Object.create(_.prototype)), @@ -26204,7 +26236,8 @@ if ('number' != typeof s) throw new TypeError('Argument must be a number'); var u = _(s); return ( - void 0 !== o ? ('string' == typeof i ? u.fill(o, i) : u.fill(o)) : u.fill(0), u + void 0 !== o ? ('string' == typeof i ? u.fill(o, i) : u.fill(o)) : u.fill(0), + u ); }), (SafeBuffer.allocUnsafe = function (s) { @@ -26214,7 +26247,7 @@ (SafeBuffer.allocUnsafeSlow = function (s) { if ('number' != typeof s) throw new TypeError('Argument must be a number'); return u.SlowBuffer(s); - }); + })); }, 29844: (s, o) => { 'use strict'; @@ -26225,7 +26258,7 @@ var u = (i - 1) >>> 1, _ = s[u]; if (!(0 < g(_, o))) break e; - (s[u] = o), (s[i] = _), (i = u); + ((s[u] = o), (s[i] = _), (i = u)); } } function h(s) { @@ -26248,7 +26281,7 @@ : ((s[u] = C), (s[x] = i), (u = x)); else { if (!(j < _ && 0 > g(L, i))) break e; - (s[u] = L), (s[j] = i), (u = j); + ((s[u] = L), (s[j] = i), (u = j)); } } } @@ -26286,42 +26319,42 @@ if (null === o.callback) k(x); else { if (!(o.startTime <= s)) break; - k(x), (o.sortIndex = o.expirationTime), f(w, o); + (k(x), (o.sortIndex = o.expirationTime), f(w, o)); } o = h(x); } } function H(s) { if (((V = !1), G(s), !$)) - if (null !== h(w)) ($ = !0), I(J); + if (null !== h(w)) (($ = !0), I(J)); else { var o = h(x); null !== o && K(H, o.startTime - s); } } function J(s, i) { - ($ = !1), V && ((V = !1), z(ae), (ae = -1)), (B = !0); + (($ = !1), V && ((V = !1), z(ae), (ae = -1)), (B = !0)); var u = L; try { for (G(i), j = h(w); null !== j && (!(j.expirationTime > i) || (s && !M())); ) { var _ = j.callback; if ('function' == typeof _) { - (j.callback = null), (L = j.priorityLevel); + ((j.callback = null), (L = j.priorityLevel)); var C = _(j.expirationTime <= i); - (i = o.unstable_now()), + ((i = o.unstable_now()), 'function' == typeof C ? (j.callback = C) : j === h(w) && k(w), - G(i); + G(i)); } else k(w); j = h(w); } if (null !== j) var U = !0; else { var Y = h(x); - null !== Y && K(H, Y.startTime - i), (U = !1); + (null !== Y && K(H, Y.startTime - i), (U = !1)); } return U; } finally { - (j = null), (L = u), (B = !1); + ((j = null), (L = u), (B = !1)); } } 'undefined' != typeof navigator && @@ -26356,23 +26389,23 @@ else if ('undefined' != typeof MessageChannel) { var pe = new MessageChannel(), de = pe.port2; - (pe.port1.onmessage = R), + ((pe.port1.onmessage = R), (Z = function () { de.postMessage(null); - }); + })); } else Z = function () { U(R, 0); }; function I(s) { - (ie = s), ee || ((ee = !0), Z()); + ((ie = s), ee || ((ee = !0), Z())); } function K(s, i) { ae = U(function () { s(o.unstable_now()); }, i); } - (o.unstable_IdlePriority = 5), + ((o.unstable_IdlePriority = 5), (o.unstable_ImmediatePriority = 1), (o.unstable_LowPriority = 4), (o.unstable_NormalPriority = 3), @@ -26488,7 +26521,7 @@ L = i; } }; - }); + })); }, 69982: (s, o, i) => { 'use strict'; @@ -26499,13 +26532,13 @@ var u = i(48287).Buffer; class NonError extends Error { constructor(s) { - super(NonError._prepareSuperMessage(s)), + (super(NonError._prepareSuperMessage(s)), Object.defineProperty(this, 'name', { value: 'NonError', configurable: !0, writable: !0 }), - Error.captureStackTrace && Error.captureStackTrace(this, NonError); + Error.captureStackTrace && Error.captureStackTrace(this, NonError)); } static _prepareSuperMessage(s) { try { @@ -26536,7 +26569,7 @@ return ((s) => { s[w] = !0; const o = s.toJSON(); - return delete s[w], o; + return (delete s[w], o); })(s); for (const [i, _] of Object.entries(s)) 'function' == typeof u && u.isBuffer(_) @@ -26578,7 +26611,7 @@ if (s instanceof Error) return s; if ('object' == typeof s && null !== s && !Array.isArray(s)) { const o = new Error(); - return destroyCircular({ from: s, seen: [], to_: o, maxDepth: i, depth: 0 }), o; + return (destroyCircular({ from: s, seen: [], to_: o, maxDepth: i, depth: 0 }), o); } return new NonError(s); } @@ -26587,36 +26620,35 @@ 90392: (s, o, i) => { var u = i(92861).Buffer; function Hash(s, o) { - (this._block = u.alloc(s)), + ((this._block = u.alloc(s)), (this._finalSize = o), (this._blockSize = s), - (this._len = 0); + (this._len = 0)); } - (Hash.prototype.update = function (s, o) { + ((Hash.prototype.update = function (s, o) { 'string' == typeof s && ((o = o || 'utf8'), (s = u.from(s, o))); for ( var i = this._block, _ = this._blockSize, w = s.length, x = this._len, C = 0; C < w; - ) { for (var j = x % _, L = Math.min(w - C, _ - j), B = 0; B < L; B++) i[j + B] = s[C + B]; - (C += L), (x += L) % _ == 0 && this._update(i); + ((C += L), (x += L) % _ == 0 && this._update(i)); } - return (this._len += w), this; + return ((this._len += w), this); }), (Hash.prototype.digest = function (s) { var o = this._len % this._blockSize; - (this._block[o] = 128), + ((this._block[o] = 128), this._block.fill(0, o + 1), - o >= this._finalSize && (this._update(this._block), this._block.fill(0)); + o >= this._finalSize && (this._update(this._block), this._block.fill(0))); var i = 8 * this._len; if (i <= 4294967295) this._block.writeUInt32BE(i, this._blockSize - 4); else { var u = (4294967295 & i) >>> 0, _ = (i - u) / 4294967296; - this._block.writeUInt32BE(_, this._blockSize - 8), - this._block.writeUInt32BE(u, this._blockSize - 4); + (this._block.writeUInt32BE(_, this._blockSize - 8), + this._block.writeUInt32BE(u, this._blockSize - 4)); } this._update(this._block); var w = this._hash(); @@ -26625,7 +26657,7 @@ (Hash.prototype._update = function () { throw new Error('_update must be implemented by subclass'); }), - (s.exports = Hash); + (s.exports = Hash)); }, 62802: (s, o, i) => { var u = (s.exports = function SHA(s) { @@ -26634,12 +26666,12 @@ if (!o) throw new Error(s + ' is not supported (we accept pull requests)'); return new o(); }); - (u.sha = i(27816)), + ((u.sha = i(27816)), (u.sha1 = i(63737)), (u.sha224 = i(26710)), (u.sha256 = i(24107)), (u.sha384 = i(32827)), - (u.sha512 = i(82890)); + (u.sha512 = i(82890))); }, 27816: (s, o, i) => { var u = i(56698), @@ -26648,7 +26680,7 @@ x = [1518500249, 1859775393, -1894007588, -899497514], C = new Array(80); function Sha() { - this.init(), (this._w = C), _.call(this, 64, 56); + (this.init(), (this._w = C), _.call(this, 64, 56)); } function rotl30(s) { return (s << 30) | (s >>> 2); @@ -26656,7 +26688,7 @@ function ft(s, o, i, u) { return 0 === s ? (o & i) | (~o & u) : 2 === s ? (o & i) | (o & u) | (i & u) : o ^ i ^ u; } - u(Sha, _), + (u(Sha, _), (Sha.prototype.init = function () { return ( (this._a = 1732584193), @@ -26685,13 +26717,13 @@ for (var B = 0; B < 80; ++B) { var $ = ~~(B / 20), V = 0 | ((((o = u) << 5) | (o >>> 27)) + ft($, _, w, C) + j + i[B] + x[$]); - (j = C), (C = w), (w = rotl30(_)), (_ = u), (u = V); + ((j = C), (C = w), (w = rotl30(_)), (_ = u), (u = V)); } - (this._a = (u + this._a) | 0), + ((this._a = (u + this._a) | 0), (this._b = (_ + this._b) | 0), (this._c = (w + this._c) | 0), (this._d = (C + this._d) | 0), - (this._e = (j + this._e) | 0); + (this._e = (j + this._e) | 0)); }), (Sha.prototype._hash = function () { var s = w.allocUnsafe(20); @@ -26704,7 +26736,7 @@ s ); }), - (s.exports = Sha); + (s.exports = Sha)); }, 63737: (s, o, i) => { var u = i(56698), @@ -26713,7 +26745,7 @@ x = [1518500249, 1859775393, -1894007588, -899497514], C = new Array(80); function Sha1() { - this.init(), (this._w = C), _.call(this, 64, 56); + (this.init(), (this._w = C), _.call(this, 64, 56)); } function rotl5(s) { return (s << 5) | (s >>> 27); @@ -26724,7 +26756,7 @@ function ft(s, o, i, u) { return 0 === s ? (o & i) | (~o & u) : 2 === s ? (o & i) | (o & u) | (i & u) : o ^ i ^ u; } - u(Sha1, _), + (u(Sha1, _), (Sha1.prototype.init = function () { return ( (this._a = 1732584193), @@ -26754,13 +26786,13 @@ for (var B = 0; B < 80; ++B) { var $ = ~~(B / 20), V = (rotl5(u) + ft($, _, w, C) + j + i[B] + x[$]) | 0; - (j = C), (C = w), (w = rotl30(_)), (_ = u), (u = V); + ((j = C), (C = w), (w = rotl30(_)), (_ = u), (u = V)); } - (this._a = (u + this._a) | 0), + ((this._a = (u + this._a) | 0), (this._b = (_ + this._b) | 0), (this._c = (w + this._c) | 0), (this._d = (C + this._d) | 0), - (this._e = (j + this._e) | 0); + (this._e = (j + this._e) | 0)); }), (Sha1.prototype._hash = function () { var s = w.allocUnsafe(20); @@ -26773,7 +26805,7 @@ s ); }), - (s.exports = Sha1); + (s.exports = Sha1)); }, 26710: (s, o, i) => { var u = i(56698), @@ -26782,9 +26814,9 @@ x = i(92861).Buffer, C = new Array(64); function Sha224() { - this.init(), (this._w = C), w.call(this, 64, 56); + (this.init(), (this._w = C), w.call(this, 64, 56)); } - u(Sha224, _), + (u(Sha224, _), (Sha224.prototype.init = function () { return ( (this._a = 3238371032), @@ -26811,7 +26843,7 @@ s ); }), - (s.exports = Sha224); + (s.exports = Sha224)); }, 24107: (s, o, i) => { var u = i(56698), @@ -26831,7 +26863,7 @@ ], C = new Array(64); function Sha256() { - this.init(), (this._w = C), _.call(this, 64, 56); + (this.init(), (this._w = C), _.call(this, 64, 56)); } function ch(s, o, i) { return i ^ (s & (o ^ i)); @@ -26848,7 +26880,7 @@ function gamma0(s) { return ((s >>> 7) | (s << 25)) ^ ((s >>> 18) | (s << 14)) ^ (s >>> 3); } - u(Sha256, _), + (u(Sha256, _), (Sha256.prototype.init = function () { return ( (this._a = 1779033703), @@ -26889,23 +26921,23 @@ for (var U = 0; U < 64; ++U) { var z = ($ + sigma1(j) + ch(j, L, B) + x[U] + i[U]) | 0, Y = (sigma0(u) + maj(u, _, w)) | 0; - ($ = B), + (($ = B), (B = L), (L = j), (j = (C + z) | 0), (C = w), (w = _), (_ = u), - (u = (z + Y) | 0); + (u = (z + Y) | 0)); } - (this._a = (u + this._a) | 0), + ((this._a = (u + this._a) | 0), (this._b = (_ + this._b) | 0), (this._c = (w + this._c) | 0), (this._d = (C + this._d) | 0), (this._e = (j + this._e) | 0), (this._f = (L + this._f) | 0), (this._g = (B + this._g) | 0), - (this._h = ($ + this._h) | 0); + (this._h = ($ + this._h) | 0)); }), (Sha256.prototype._hash = function () { var s = w.allocUnsafe(32); @@ -26921,7 +26953,7 @@ s ); }), - (s.exports = Sha256); + (s.exports = Sha256)); }, 32827: (s, o, i) => { var u = i(56698), @@ -26930,9 +26962,9 @@ x = i(92861).Buffer, C = new Array(160); function Sha384() { - this.init(), (this._w = C), w.call(this, 128, 112); + (this.init(), (this._w = C), w.call(this, 128, 112)); } - u(Sha384, _), + (u(Sha384, _), (Sha384.prototype.init = function () { return ( (this._ah = 3418070365), @@ -26957,7 +26989,7 @@ (Sha384.prototype._hash = function () { var s = x.allocUnsafe(48); function writeInt64BE(o, i, u) { - s.writeInt32BE(o, u), s.writeInt32BE(i, u + 4); + (s.writeInt32BE(o, u), s.writeInt32BE(i, u + 4)); } return ( writeInt64BE(this._ah, this._al, 0), @@ -26969,7 +27001,7 @@ s ); }), - (s.exports = Sha384); + (s.exports = Sha384)); }, 82890: (s, o, i) => { var u = i(56698), @@ -27002,7 +27034,7 @@ ], C = new Array(160); function Sha512() { - this.init(), (this._w = C), _.call(this, 128, 112); + (this.init(), (this._w = C), _.call(this, 128, 112)); } function Ch(s, o, i) { return i ^ (s & (o ^ i)); @@ -27031,7 +27063,7 @@ function getCarry(s, o) { return s >>> 0 < o >>> 0 ? 1 : 0; } - u(Sha512, _), + (u(Sha512, _), (Sha512.prototype.init = function () { return ( (this._ah = 1779033703), @@ -27076,7 +27108,7 @@ ae < 32; ae += 2 ) - (o[ae] = s.readInt32BE(4 * ae)), (o[ae + 1] = s.readInt32BE(4 * ae + 4)); + ((o[ae] = s.readInt32BE(4 * ae)), (o[ae + 1] = s.readInt32BE(4 * ae + 4))); for (; ae < 160; ae += 2) { var le = o[ae - 30], ce = o[ae - 30 + 1], @@ -27090,16 +27122,16 @@ Se = o[ae - 32 + 1], xe = (de + _e) | 0, Pe = (pe + be + getCarry(xe, de)) | 0; - (Pe = + ((Pe = ((Pe = (Pe + fe + getCarry((xe = (xe + ye) | 0), ye)) | 0) + we + getCarry((xe = (xe + Se) | 0), Se)) | 0), (o[ae] = Pe), - (o[ae + 1] = xe); + (o[ae + 1] = xe)); } for (var Te = 0; Te < 160; Te += 2) { - (Pe = o[Te]), (xe = o[Te + 1]); + ((Pe = o[Te]), (xe = o[Te + 1])); var Re = maj(i, u, _), qe = maj($, V, U), $e = sigma0(i, $), @@ -27123,7 +27155,7 @@ 0; var nt = (ze + qe) | 0, st = ($e + Re + getCarry(nt, ze)) | 0; - (B = L), + ((B = L), (ie = ee), (L = j), (ee = Z), @@ -27136,9 +27168,9 @@ (U = V), (u = i), (V = $), - (i = (rt + st + getCarry(($ = (tt + nt) | 0), tt)) | 0); + (i = (rt + st + getCarry(($ = (tt + nt) | 0), tt)) | 0)); } - (this._al = (this._al + $) | 0), + ((this._al = (this._al + $) | 0), (this._bl = (this._bl + V) | 0), (this._cl = (this._cl + U) | 0), (this._dl = (this._dl + z) | 0), @@ -27153,12 +27185,12 @@ (this._eh = (this._eh + C + getCarry(this._el, Y)) | 0), (this._fh = (this._fh + j + getCarry(this._fl, Z)) | 0), (this._gh = (this._gh + L + getCarry(this._gl, ee)) | 0), - (this._hh = (this._hh + B + getCarry(this._hl, ie)) | 0); + (this._hh = (this._hh + B + getCarry(this._hl, ie)) | 0)); }), (Sha512.prototype._hash = function () { var s = w.allocUnsafe(64); function writeInt64BE(o, i, u) { - s.writeInt32BE(o, u), s.writeInt32BE(i, u + 4); + (s.writeInt32BE(o, u), s.writeInt32BE(i, u + 4)); } return ( writeInt64BE(this._ah, this._al, 0), @@ -27172,7 +27204,7 @@ s ); }), - (s.exports = Sha512); + (s.exports = Sha512)); }, 8068: (s) => { 'use strict'; @@ -27193,7 +27225,8 @@ return s; }, __publicField = (s, o, i) => ( - __defNormalProp(s, 'symbol' != typeof o ? o + '' : o, i), i + __defNormalProp(s, 'symbol' != typeof o ? o + '' : o, i), + i ), x = {}; ((o, i) => { @@ -27203,7 +27236,7 @@ j = { dictionary: 'alphanum', shuffle: !0, debug: !1, length: C, counter: 0 }, L = class _ShortUniqueId { constructor(s = {}) { - __publicField(this, 'counter'), + (__publicField(this, 'counter'), __publicField(this, 'debug'), __publicField(this, 'dict'), __publicField(this, 'version'), @@ -27273,7 +27306,7 @@ if (s && Array.isArray(s) && s.length > 1) i = s; else { let o; - (i = []), (this.dictIndex = o = 0); + ((i = []), (this.dictIndex = o = 0)); const u = `_${s}_dict_ranges`, _ = this._dict_ranges[u]; Object.keys(_).forEach((s) => { @@ -27299,9 +27332,9 @@ return i; }), __publicField(this, 'setDictionary', (s, o) => { - (this.dict = this._normalizeDictionary(s, o)), + ((this.dict = this._normalizeDictionary(s, o)), (this.dictLength = this.dict.length), - this.setCounter(0); + this.setCounter(0)); }), __publicField(this, 'seq', () => this.sequentialUUID()), __publicField(this, 'sequentialUUID', () => { @@ -27310,21 +27343,21 @@ i = ''; s = this.counter; do { - (o = s % this.dictLength), + ((o = s % this.dictLength), (s = Math.trunc(s / this.dictLength)), - (i += this.dict[o]); + (i += this.dict[o])); } while (0 !== s); - return (this.counter += 1), i; + return ((this.counter += 1), i); }), __publicField(this, 'rnd', (s = this.uuidLength || C) => this.randomUUID(s)), __publicField(this, 'randomUUID', (s = this.uuidLength || C) => { let o, i, u; if (null == s || s < 1) throw new Error('Invalid UUID Length Provided'); for (o = '', u = 0; u < s; u += 1) - (i = + ((i = parseInt((Math.random() * this.dictLength).toFixed(0), 10) % this.dictLength), - (o += this.dict[i]); + (o += this.dict[i])); return o; }), __publicField(this, 'fmt', (s, o) => this.formattedUUID(s, o)), @@ -27415,9 +27448,12 @@ __publicField(this, 'validate', (s, o) => { const i = o ? this._normalizeDictionary(o) : this.dict; return s.split('').every((s) => i.includes(s)); - }); + })); const o = __spreadValues(__spreadValues({}, j), s); - (this.counter = 0), (this.debug = !1), (this.dict = []), (this.version = '5.2.0'); + ((this.counter = 0), + (this.debug = !1), + (this.dict = []), + (this.version = '5.2.0')); const { dictionary: i, shuffle: u, length: _, counter: w } = o; return ( (this.uuidLength = _), @@ -27463,7 +27499,7 @@ })(s({}, '__esModule', { value: !0 }), B) ); })(); - (s.exports = o.default), 'undefined' != typeof window && (o = o.default); + ((s.exports = o.default), 'undefined' != typeof window && (o = o.default)); }, 88310: (s, o, i) => { s.exports = Stream; @@ -27471,7 +27507,7 @@ function Stream() { u.call(this); } - i(56698)(Stream, u), + (i(56698)(Stream, u), (Stream.Readable = i(45412)), (Stream.Writable = i(16708)), (Stream.Duplex = i(25382)), @@ -27488,9 +27524,9 @@ function ondrain() { i.readable && i.resume && i.resume(); } - i.on('data', ondata), + (i.on('data', ondata), s.on('drain', ondrain), - s._isStdio || (o && !1 === o.end) || (i.on('end', onend), i.on('close', onclose)); + s._isStdio || (o && !1 === o.end) || (i.on('end', onend), i.on('close', onclose))); var _ = !1; function onend() { _ || ((_ = !0), s.end()); @@ -27502,7 +27538,7 @@ if ((cleanup(), 0 === u.listenerCount(this, 'error'))) throw s; } function cleanup() { - i.removeListener('data', ondata), + (i.removeListener('data', ondata), s.removeListener('drain', ondrain), i.removeListener('end', onend), i.removeListener('close', onclose), @@ -27510,7 +27546,7 @@ s.removeListener('error', onerror), i.removeListener('end', cleanup), i.removeListener('close', cleanup), - s.removeListener('close', cleanup); + s.removeListener('close', cleanup)); } return ( i.on('error', onerror), @@ -27521,7 +27557,7 @@ s.emit('pipe', i), s ); - }); + })); }, 83141: (s, o, i) => { 'use strict'; @@ -27571,7 +27607,7 @@ return s; default: if (o) return; - (s = ('' + s).toLowerCase()), (o = !0); + ((s = ('' + s).toLowerCase()), (o = !0)); } })(s); if ('string' != typeof o && (u.isEncoding === _ || !_(s))) @@ -27581,18 +27617,18 @@ this.encoding) ) { case 'utf16le': - (this.text = utf16Text), (this.end = utf16End), (o = 4); + ((this.text = utf16Text), (this.end = utf16End), (o = 4)); break; case 'utf8': - (this.fillLast = utf8FillLast), (o = 4); + ((this.fillLast = utf8FillLast), (o = 4)); break; case 'base64': - (this.text = base64Text), (this.end = base64End), (o = 3); + ((this.text = base64Text), (this.end = base64End), (o = 3)); break; default: - return (this.write = simpleWrite), void (this.end = simpleEnd); + return ((this.write = simpleWrite), void (this.end = simpleEnd)); } - (this.lastNeed = 0), (this.lastTotal = 0), (this.lastChar = u.allocUnsafe(o)); + ((this.lastNeed = 0), (this.lastTotal = 0), (this.lastChar = u.allocUnsafe(o))); } function utf8CheckByte(s) { return s <= 127 @@ -27610,11 +27646,11 @@ function utf8FillLast(s) { var o = this.lastTotal - this.lastNeed, i = (function utf8CheckExtraBytes(s, o, i) { - if (128 != (192 & o[0])) return (s.lastNeed = 0), '�'; + if (128 != (192 & o[0])) return ((s.lastNeed = 0), '�'); if (s.lastNeed > 1 && o.length > 1) { - if (128 != (192 & o[1])) return (s.lastNeed = 1), '�'; + if (128 != (192 & o[1])) return ((s.lastNeed = 1), '�'); if (s.lastNeed > 2 && o.length > 2 && 128 != (192 & o[2])) - return (s.lastNeed = 2), '�'; + return ((s.lastNeed = 2), '�'); } })(this, s); return void 0 !== i @@ -27676,13 +27712,13 @@ function simpleEnd(s) { return s && s.length ? this.write(s) : ''; } - (o.I = StringDecoder), + ((o.I = StringDecoder), (StringDecoder.prototype.write = function (s) { if (0 === s.length) return ''; var o, i; if (this.lastNeed) { if (void 0 === (o = this.fillLast(s))) return ''; - (i = this.lastNeed), (this.lastNeed = 0); + ((i = this.lastNeed), (this.lastNeed = 0)); } else i = 0; return i < s.length ? (o ? o + this.text(s, i) : this.text(s, i)) : o || ''; }), @@ -27695,18 +27731,18 @@ var u = o.length - 1; if (u < i) return 0; var _ = utf8CheckByte(o[u]); - if (_ >= 0) return _ > 0 && (s.lastNeed = _ - 1), _; + if (_ >= 0) return (_ > 0 && (s.lastNeed = _ - 1), _); if (--u < i || -2 === _) return 0; - if (((_ = utf8CheckByte(o[u])), _ >= 0)) return _ > 0 && (s.lastNeed = _ - 2), _; + if (((_ = utf8CheckByte(o[u])), _ >= 0)) return (_ > 0 && (s.lastNeed = _ - 2), _); if (--u < i || -2 === _) return 0; if (((_ = utf8CheckByte(o[u])), _ >= 0)) - return _ > 0 && (2 === _ ? (_ = 0) : (s.lastNeed = _ - 3)), _; + return (_ > 0 && (2 === _ ? (_ = 0) : (s.lastNeed = _ - 3)), _); return 0; })(this, s, o); if (!this.lastNeed) return s.toString('utf8', o); this.lastTotal = i; var u = s.length - (i - this.lastNeed); - return s.copy(this.lastChar, 0, u), s.toString('utf8', o, u); + return (s.copy(this.lastChar, 0, u), s.toString('utf8', o, u)); }), (StringDecoder.prototype.fillLast = function (s) { if (this.lastNeed <= s.length) @@ -27714,13 +27750,13 @@ s.copy(this.lastChar, this.lastTotal - this.lastNeed, 0, this.lastNeed), this.lastChar.toString(this.encoding, 0, this.lastTotal) ); - s.copy(this.lastChar, this.lastTotal - this.lastNeed, 0, s.length), - (this.lastNeed -= s.length); - }); + (s.copy(this.lastChar, this.lastTotal - this.lastNeed, 0, s.length), + (this.lastNeed -= s.length)); + })); }, 69883: (s, o) => { 'use strict'; - (o.parse = function parse(s, o) { + ((o.parse = function parse(s, o) { if ('string' != typeof s) throw new TypeError('argument str must be a string'); var i = {}, _ = s.length; @@ -27819,7 +27855,7 @@ } } return B; - }); + })); var i = Object.prototype.toString, u = Object.prototype.hasOwnProperty, _ = /^[!#$%&'*+\-.^_`|~0-9A-Za-z]+$/, @@ -27869,12 +27905,12 @@ return ( s.removeAllRanges(), function () { - 'Caret' === s.type && s.removeAllRanges(), + ('Caret' === s.type && s.removeAllRanges(), s.rangeCount || i.forEach(function (o) { s.addRange(o); }), - o && o.focus(); + o && o.focus()); } ); }; @@ -27937,7 +27973,7 @@ ); } function extractProtocol(s, o) { - (s = (s = trimLeft(s)).replace(x, '')), (o = o || {}); + ((s = (s = trimLeft(s)).replace(x, '')), (o = o || {})); var i, u = L.exec(s), _ = u[1] ? u[1].toLowerCase() : '', @@ -28002,7 +28038,7 @@ (Z[U] = Z[U] || (w && L[3] && o[U]) || ''), L[4] && (Z[U] = Z[U].toLowerCase())) : (s = L(s, Z)); - i && (Z.query = i(Z.query)), + (i && (Z.query = i(Z.query)), w && o.slashes && '/' !== Z.pathname.charAt(0) && @@ -28016,14 +28052,13 @@ w = !1, x = 0; u--; - ) '.' === i[u] ? i.splice(u, 1) : '..' === i[u] ? (i.splice(u, 1), x++) : x && (0 === u && (w = !0), i.splice(u, 1), x--); - return w && i.unshift(''), ('.' !== _ && '..' !== _) || i.push(''), i.join('/'); + return (w && i.unshift(''), ('.' !== _ && '..' !== _) || i.push(''), i.join('/')); })(Z.pathname, o.pathname)), '/' !== Z.pathname.charAt(0) && isSpecial(Z.protocol) && @@ -28042,32 +28077,32 @@ 'file:' !== Z.protocol && isSpecial(Z.protocol) && Z.host ? Z.protocol + '//' + Z.host : 'null'), - (Z.href = Z.toString()); + (Z.href = Z.toString())); } - (Url.prototype = { + ((Url.prototype = { set: function set(s, o, i) { var w = this; switch (s) { case 'query': - 'string' == typeof o && o.length && (o = (i || _.parse)(o)), (w[s] = o); + ('string' == typeof o && o.length && (o = (i || _.parse)(o)), (w[s] = o)); break; case 'port': - (w[s] = o), + ((w[s] = o), u(o, w.protocol) ? o && (w.host = w.hostname + ':' + o) - : ((w.host = w.hostname), (w[s] = '')); + : ((w.host = w.hostname), (w[s] = ''))); break; case 'hostname': - (w[s] = o), w.port && (o += ':' + w.port), (w.host = o); + ((w[s] = o), w.port && (o += ':' + w.port), (w.host = o)); break; case 'host': - (w[s] = o), + ((w[s] = o), j.test(o) ? ((o = o.split(':')), (w.port = o.pop()), (w.hostname = o.join(':'))) - : ((w.hostname = o), (w.port = '')); + : ((w.hostname = o), (w.port = ''))); break; case 'protocol': - (w.protocol = o.toLowerCase()), (w.slashes = !i); + ((w.protocol = o.toLowerCase()), (w.slashes = !i)); break; case 'pathname': case 'hash': @@ -28134,7 +28169,7 @@ (Url.location = lolcation), (Url.trimLeft = trimLeft), (Url.qs = _), - (s.exports = Url); + (s.exports = Url)); }, 77154: (s, o, i) => { 'use strict'; @@ -28191,7 +28226,7 @@ return ( C( function () { - (V.hasValue = !0), (V.value = U); + ((V.hasValue = !0), (V.value = U)); }, [U] ), @@ -28220,7 +28255,7 @@ return function deprecated() { if (!i) { if (config('throwDeprecation')) throw new Error(o); - config('traceDeprecation') ? console.trace(o) : console.warn(o), (i = !0); + (config('traceDeprecation') ? console.trace(o) : console.warn(o), (i = !0)); } return s.apply(this, arguments); }; @@ -28337,7 +28372,7 @@ switch (typeof x) { case 'object': if (null === x) break; - x._attr && get_attributes(x._attr), + (x._attr && get_attributes(x._attr), x._cdata && L.push(('/g, ']]]]>') + ']]>'), x.forEach && @@ -28350,7 +28385,7 @@ : L.push(resolve(s, o, i + 1)) : (L.pop(), (C = !0), L.push(_(s))); }), - C || L.push('')); + C || L.push(''))); break; default: L.push(_(x)); @@ -28376,13 +28411,13 @@ format(s, _); } } - s( + (s( !1, (u > 1 ? o.indents : '') + (o.name ? '' : '') + (o.indent && !i ? '\n' : '') ), - i && i(); + i && i()); } function interrupt(o) { return ( @@ -28408,7 +28443,7 @@ return s(!1, o.indent ? '\n' : ''); interrupt(o) || proceed(); } - (s.exports = function xml(s, o) { + ((s.exports = function xml(s, o) { 'object' != typeof o && (o = { indent: o }); var i = o.stream ? new w() : null, _ = '', @@ -28421,10 +28456,10 @@ function append(s, o) { if ((void 0 !== o && (_ += o), s && !x && ((i = i || new w()), (x = !0)), s && x)) { var u = _; - delay(function () { + (delay(function () { i.emit('data', u); }), - (_ = ''); + (_ = '')); } } function add(s, o) { @@ -28434,7 +28469,7 @@ if (i) { var s = _; delay(function () { - i.emit('data', s), i.emit('end'), (i.readable = !1), i.emit('close'); + (i.emit('data', s), i.emit('end'), (i.readable = !1), i.emit('close')); }); } } @@ -28445,14 +28480,14 @@ o.declaration && (function addXmlDeclaration(s) { var o = { version: '1.0', encoding: s.encoding || 'UTF-8' }; - s.standalone && (o.standalone = s.standalone), + (s.standalone && (o.standalone = s.standalone), add({ '?xml': { _attr: o } }), - (_ = _.replace('/>', '?>')); + (_ = _.replace('/>', '?>'))); })(o.declaration), s && s.forEach ? s.forEach(function (o, i) { var u; - i + 1 === s.length && (u = end), add(o, u); + (i + 1 === s.length && (u = end), add(o, u)); }) : add(s, end), i ? ((i.readable = !0), i) : _ @@ -28475,15 +28510,15 @@ ); }, close: function (s) { - void 0 !== s && this.push(s), this.end && this.end(); + (void 0 !== s && this.push(s), this.end && this.end()); } }; return s; - }); + })); }, 86215: function (s, o) { var i, u, _; - (u = []), + ((u = []), (i = (function () { 'use strict'; var isNativeSmoothScrollEnabledOn = function (s) { @@ -28496,12 +28531,12 @@ if ('undefined' == typeof window || !('document' in window)) return {}; var makeScroller = function (s, o, i) { var u; - (o = o || 999), i || 0 === i || (i = 9); + ((o = o || 999), i || 0 === i || (i = 9)); var setScrollTimeoutId = function (s) { u = s; }, stopScroll = function () { - clearTimeout(u), setScrollTimeoutId(0); + (clearTimeout(u), setScrollTimeoutId(0)); }, getTopWithEdgeOffset = function (o) { return Math.max(0, s.getTopOf(o) - i); @@ -28511,12 +28546,12 @@ (stopScroll(), 0 === u || (u && u < 0) || isNativeSmoothScrollEnabledOn(s.body)) ) - s.toY(i), _ && _(); + (s.toY(i), _ && _()); else { var w = s.getY(), x = Math.max(0, i) - w, C = new Date().getTime(); - (u = u || Math.min(Math.abs(x), o)), + ((u = u || Math.min(Math.abs(x), o)), (function loopScroll() { setScrollTimeoutId( setTimeout(function () { @@ -28525,13 +28560,13 @@ 0, Math.floor(w + x * (o < 0.5 ? 2 * o * o : o * (4 - 2 * o) - 1)) ); - s.toY(i), + (s.toY(i), o < 1 && s.getHeight() + i < s.body.scrollHeight ? loopScroll() - : (setTimeout(stopScroll, 99), _ && _()); + : (setTimeout(stopScroll, 99), _ && _())); }, 9) ); - })(); + })()); } }, scrollToElem = function (s, o, i) { @@ -28626,11 +28661,11 @@ ) { var i = 'history' in window && 'pushState' in history, u = i && 'scrollRestoration' in history; - u && (history.scrollRestoration = 'auto'), + (u && (history.scrollRestoration = 'auto'), window.addEventListener( 'load', function () { - u && + (u && (setTimeout(function () { history.scrollRestoration = 'manual'; }, 9), @@ -28652,10 +28687,10 @@ 0 <= _ && _ < 9 && window.scrollTo(0, u); } } - }, 9); + }, 9)); }, !1 - ); + )); var _ = new RegExp('(^|\\s)noZensmooth(\\s|$)'); window.addEventListener( 'click', @@ -28685,13 +28720,13 @@ window.location = C; }, B = o.setup().edgeOffset; - B && + (B && ((j = Math.max(0, j - B)), i && (onDone = function () { history.pushState({}, '', C); })), - o.toY(j, null, onDone); + o.toY(j, null, onDone)); } } }, @@ -28700,7 +28735,7 @@ } return o; })()), - void 0 === (_ = 'function' == typeof i ? i.apply(o, u) : i) || (s.exports = _); + void 0 === (_ = 'function' == typeof i ? i.apply(o, u) : i) || (s.exports = _)); }, 15340: () => {}, 79838: () => {}, @@ -28728,7 +28763,7 @@ _extends.apply(null, arguments) ); } - (s.exports = _extends), (s.exports.__esModule = !0), (s.exports.default = s.exports); + ((s.exports = _extends), (s.exports.__esModule = !0), (s.exports.default = s.exports)); }, 46942: (s, o) => { var i; @@ -28783,7 +28818,7 @@ }, 37257: (s, o, i) => { 'use strict'; - i(96605), i(64502), i(36371), i(99363), i(7057); + (i(96605), i(64502), i(36371), i(99363), i(7057)); var u = i(92046); s.exports = u.AggregateError; }, @@ -28959,7 +28994,10 @@ var u = i(98828); s.exports = !u(function () { function F() {} - return (F.prototype.constructor = null), Object.getPrototypeOf(new F()) !== F.prototype; + return ( + (F.prototype.constructor = null), + Object.getPrototypeOf(new F()) !== F.prototype + ); }); }, 59550: (s) => { @@ -28978,7 +29016,7 @@ return _.f(s, o, w(1, i)); } : function (s, o, i) { - return (s[o] = i), s; + return ((s[o] = i), s); }; }, 75817: (s) => { @@ -28991,7 +29029,7 @@ 'use strict'; var u = i(61626); s.exports = function (s, o, i, _) { - return _ && _.enumerable ? (s[o] = i) : u(s, o, i), s; + return (_ && _.enumerable ? (s[o] = i) : u(s, o, i), s); }; }, 2532: (s, o, i) => { @@ -29095,13 +29133,13 @@ j = w.Deno, L = (C && C.versions) || (j && j.version), B = L && L.v8; - B && (_ = (u = B.split('.'))[0] > 0 && u[0] < 4 ? 1 : +(u[0] + u[1])), + (B && (_ = (u = B.split('.'))[0] > 0 && u[0] < 4 ? 1 : +(u[0] + u[1])), !_ && x && (!(u = x.match(/Edge\/(\d+)/)) || u[1] >= 74) && (u = x.match(/Chrome\/(\d+)/)) && (_ = +u[1]), - (s.exports = _); + (s.exports = _)); }, 85762: (s, o, i) => { 'use strict'; @@ -29163,7 +29201,7 @@ } return _(s, this, arguments); }; - return (Wrapper.prototype = s.prototype), Wrapper; + return ((Wrapper.prototype = s.prototype), Wrapper); }; s.exports = function (s, o) { var i, @@ -29183,7 +29221,7 @@ ye = ce ? L : L[le] || $(L, le, {})[le], be = ye.prototype; for (z in o) - (_ = !(i = j(ce ? z : le + (pe ? '.' : '#') + z, s.forced)) && fe && V(fe, z)), + ((_ = !(i = j(ce ? z : le + (pe ? '.' : '#') + z, s.forced)) && fe && V(fe, z)), (Z = ye[z]), _ && (ee = s.dontCallGetSet ? (ae = C(fe, z)) && ae.value : fe[z]), (Y = _ && ee ? ee : o[z]), @@ -29201,7 +29239,7 @@ de && (V(L, (U = le + 'Prototype')) || $(L, U, {}), $(L[U], z, Y), - s.real && be && (i || !be[z]) && $(be, z, Y))); + s.real && be && (i || !be[z]) && $(be, z, Y)))); }; }, 98828: (s) => { @@ -29285,7 +29323,7 @@ })(o, i.length, i) : o.apply(s, i); }; - return w(i) && (j.prototype = i), j; + return (w(i) && (j.prototype = i), j); }; }, 13930: (s, o, i) => { @@ -29515,32 +29553,32 @@ Z = C.WeakMap; if (x || $.state) { var ee = $.state || ($.state = new Z()); - (ee.get = ee.get), + ((ee.get = ee.get), (ee.has = ee.has), (ee.set = ee.set), (u = function (s, o) { if (ee.has(s)) throw new Y(z); - return (o.facade = s), ee.set(s, o), o; + return ((o.facade = s), ee.set(s, o), o); }), (_ = function (s) { return ee.get(s) || {}; }), (w = function (s) { return ee.has(s); - }); + })); } else { var ie = V('state'); - (U[ie] = !0), + ((U[ie] = !0), (u = function (s, o) { if (B(s, ie)) throw new Y(z); - return (o.facade = s), L(s, ie, o), o; + return ((o.facade = s), L(s, ie, o), o); }), (_ = function (s) { return B(s, ie) ? s[ie] : {}; }), (w = function (s) { return B(s, ie); - }); + })); } s.exports = { set: u, @@ -29652,7 +29690,7 @@ V = i(40154), U = TypeError, Result = function (s, o) { - (this.stopped = s), (this.result = o); + ((this.stopped = s), (this.result = o)); }, z = Result.prototype; s.exports = function (s, o, i) { @@ -29670,7 +29708,7 @@ be = !(!i || !i.INTERRUPTED), _e = u(o, pe), stop = function (s) { - return Y && V(Y, 'normal', s), new Result(!0, s); + return (Y && V(Y, 'normal', s), new Result(!0, s)); }, callFn = function (s) { return de @@ -29716,11 +29754,11 @@ } x = u(x, s); } catch (s) { - (C = !0), (x = s); + ((C = !0), (x = s)); } if ('throw' === o) throw i; if (C) throw x; - return _(x), i; + return (_(x), i); }; }, 47181: (s, o, i) => { @@ -29736,7 +29774,10 @@ s.exports = function (s, o, i, j) { var L = o + ' Iterator'; return ( - (s.prototype = _(u, { next: w(+!j, i) })), x(s, L, !1, !0), (C[L] = returnThis), s + (s.prototype = _(u, { next: w(+!j, i) })), + x(s, L, !1, !0), + (C[L] = returnThis), + s ); }; }, @@ -29828,7 +29869,7 @@ ) for (we in _e) (le || xe || !(we in Pe)) && U(Pe, we, _e[we]); else u({ target: o, proto: !0, forced: le || xe }, _e); - return (w && !ye) || Pe[ce] === Re || U(Pe, ce, Re, { name: z }), (Y[o] = Re), _e; + return ((w && !ye) || Pe[ce] === Re || U(Pe, ce, Re, { name: z }), (Y[o] = Re), _e); }; }, 95116: (s, o, i) => { @@ -29846,7 +29887,7 @@ U = i(7376), z = V('iterator'), Y = !1; - [].keys && + ([].keys && ('next' in (w = [].keys()) ? (_ = B(B(w))) !== Object.prototype && (u = _) : (Y = !0)), !j(u) || x(function () { @@ -29859,7 +29900,7 @@ $(u, z, function () { return this; }), - (s.exports = { IteratorPrototype: u, BUGGY_SAFARI_ITERATORS: Y }); + (s.exports = { IteratorPrototype: u, BUGGY_SAFARI_ITERATORS: Y })); }, 93742: (s) => { 'use strict'; @@ -29945,9 +29986,8 @@ ie = ee.length, ae = 0; ie > ae; - ) - (Y = ee[ae++]), (u && !w(U, Z, Y)) || (i[Y] = Z[Y]); + ((Y = ee[ae++]), (u && !w(U, Z, Y)) || (i[Y] = Z[Y])); return i; } : V; @@ -29970,9 +30010,9 @@ return '<' + V + '>' + s + ''; }, NullProtoObjectViaActiveX = function (s) { - s.write(scriptTag('')), s.close(); + (s.write(scriptTag('')), s.close()); var o = s.parentWindow.Object; - return (s = null), o; + return ((s = null), o); }, NullProtoObject = function () { try { @@ -29996,7 +30036,7 @@ for (var _ = x.length; _--; ) delete NullProtoObject[$][x[_]]; return NullProtoObject(); }; - (C[U] = !0), + ((C[U] = !0), (s.exports = Object.create || function create(s, o) { @@ -30010,7 +30050,7 @@ : (i = NullProtoObject()), void 0 === o ? i : w.f(i, o) ); - }); + })); }, 42220: (s, o, i) => { 'use strict'; @@ -30071,7 +30111,7 @@ return L(s, o, i); } catch (s) {} if ('get' in i || 'set' in i) throw new j('Accessors not supported'); - return 'value' in i && (s[o] = i.value), s; + return ('value' in i && (s[o] = i.value), s); }; }, 13846: (s, o, i) => { @@ -30187,10 +30227,11 @@ o = !1, i = {}; try { - (s = u(Object.prototype, '__proto__', 'set'))(i, []), (o = i instanceof Array); + ((s = u(Object.prototype, '__proto__', 'set'))(i, []), + (o = i instanceof Array)); } catch (s) {} return function setPrototypeOf(i, u) { - return w(i), x(u), _(i) ? (o ? s(i, u) : (i.__proto__ = u), i) : i; + return (w(i), x(u), _(i) ? (o ? s(i, u) : (i.__proto__ = u), i) : i); }; })() : void 0); @@ -30417,7 +30458,7 @@ if ((void 0 === o && (o = 'default'), (i = u(j, s, o)), !_(i) || w(i))) return i; throw new L("Can't convert object to primitive value"); } - return void 0 === o && (o = 'number'), C(s, o); + return (void 0 === o && (o = 'number'), C(s, o)); }; }, 70470: (s, o, i) => { @@ -30432,7 +30473,7 @@ 52623: (s, o, i) => { 'use strict'; var u = {}; - (u[i(76264)('toStringTag')] = 'z'), (s.exports = '[object z]' === String(u)); + ((u[i(76264)('toStringTag')] = 'z'), (s.exports = '[object z]' === String(u))); }, 90160: (s, o, i) => { 'use strict'; @@ -30502,7 +30543,7 @@ B = _('wks'), $ = j ? L.for || L : (L && L.withoutSetter) || x; s.exports = function (s) { - return w(B, s) || (B[s] = C && w(L, s) ? L[s] : $('Symbol.' + s)), B[s]; + return (w(B, s) || (B[s] = C && w(L, s) ? L[s] : $('Symbol.' + s)), B[s]); }; }, 19358: (s, o, i) => { @@ -30552,7 +30593,7 @@ !Y) ) try { - pe.name !== le && w(pe, 'name', le), (pe.constructor = fe); + (pe.name !== le && w(pe, 'name', le), (pe.constructor = fe)); } catch (s) {} return fe; } @@ -30610,12 +30651,12 @@ ie = function AggregateError(s, o) { var i, u = _(ae, this); - x ? (i = x(new Z(), u ? w(this) : ae)) : ((i = u ? this : j(ae)), L(i, Y, 'Error')), + (x ? (i = x(new Z(), u ? w(this) : ae)) : ((i = u ? this : j(ae)), L(i, Y, 'Error')), void 0 !== o && L(i, 'message', z(o)), V(i, ie, i.stack, 1), - arguments.length > 2 && $(i, arguments[2]); + arguments.length > 2 && $(i, arguments[2])); var C = []; - return U(s, ee, { that: C }), L(i, 'errors', C), i; + return (U(s, ee, { that: C }), L(i, 'errors', C), i); }; x ? x(ie, Z) : C(ie, Z, { name: !0 }); var ae = (ie.prototype = j(Z.prototype, { @@ -30653,7 +30694,7 @@ var s = z(this), o = s.target, i = s.index++; - if (!o || i >= o.length) return (s.target = null), L(void 0, !0); + if (!o || i >= o.length) return ((s.target = null), L(void 0, !0)); switch (s.kind) { case 'keys': return L(i, !1); @@ -30681,16 +30722,16 @@ L = 7 !== new Error('e', { cause: 7 }).cause, exportGlobalErrorCauseWrapper = function (s, o) { var i = {}; - (i[s] = x(s, o, L)), u({ global: !0, constructor: !0, arity: 1, forced: L }, i); + ((i[s] = x(s, o, L)), u({ global: !0, constructor: !0, arity: 1, forced: L }, i)); }, exportWebAssemblyErrorCauseWrapper = function (s, o) { if (j && j[s]) { var i = {}; - (i[s] = x(C + '.' + s, o, L)), - u({ target: C, stat: !0, constructor: !0, arity: 1, forced: L }, i); + ((i[s] = x(C + '.' + s, o, L)), + u({ target: C, stat: !0, constructor: !0, arity: 1, forced: L }, i)); } }; - exportGlobalErrorCauseWrapper('Error', function (s) { + (exportGlobalErrorCauseWrapper('Error', function (s) { return function Error(o) { return w(s, this, arguments); }; @@ -30739,7 +30780,7 @@ return function RuntimeError(o) { return w(s, this, arguments); }; - }); + })); }, 79307: (s, o, i) => { 'use strict'; @@ -30791,13 +30832,13 @@ _ = i(45951), w = i(14840), x = i(93742); - for (var C in u) w(_[C], C), (x[C] = x.Array); + for (var C in u) (w(_[C], C), (x[C] = x.Array)); }, 694: (s, o, i) => { 'use strict'; i(91599); var u = i(37257); - i(12560), (s.exports = u); + (i(12560), (s.exports = u)); }, 19709: (s, o, i) => { 'use strict'; @@ -30815,11 +30856,11 @@ var o = u[s]; if (void 0 !== o) return o.exports; var _ = (u[s] = { id: s, loaded: !1, exports: {} }); - return i[s].call(_.exports, _, _.exports, __webpack_require__), (_.loaded = !0), _.exports; + return (i[s].call(_.exports, _, _.exports, __webpack_require__), (_.loaded = !0), _.exports); } - (__webpack_require__.n = (s) => { + ((__webpack_require__.n = (s) => { var o = s && s.__esModule ? () => s.default : () => s; - return __webpack_require__.d(o, { a: o }), o; + return (__webpack_require__.d(o, { a: o }), o); }), (o = Object.getPrototypeOf ? (s) => Object.getPrototypeOf(s) : (s) => s.__proto__), (__webpack_require__.t = function (i, u) { @@ -30834,7 +30875,7 @@ s = s || [null, o({}), o([]), o(o)]; for (var x = 2 & u && i; 'object' == typeof x && !~s.indexOf(x); x = o(x)) Object.getOwnPropertyNames(x).forEach((s) => (w[s] = () => i[s])); - return (w.default = () => i), __webpack_require__.d(_, w), _; + return ((w.default = () => i), __webpack_require__.d(_, w), _); }), (__webpack_require__.d = (s, o) => { for (var i in o) @@ -30852,19 +30893,19 @@ })()), (__webpack_require__.o = (s, o) => Object.prototype.hasOwnProperty.call(s, o)), (__webpack_require__.r = (s) => { - 'undefined' != typeof Symbol && + ('undefined' != typeof Symbol && Symbol.toStringTag && Object.defineProperty(s, Symbol.toStringTag, { value: 'Module' }), - Object.defineProperty(s, '__esModule', { value: !0 }); + Object.defineProperty(s, '__esModule', { value: !0 })); }), - (__webpack_require__.nmd = (s) => ((s.paths = []), s.children || (s.children = []), s)); + (__webpack_require__.nmd = (s) => ((s.paths = []), s.children || (s.children = []), s))); var _ = {}; return ( (() => { 'use strict'; __webpack_require__.d(_, { default: () => WI }); var s = {}; - __webpack_require__.r(s), + (__webpack_require__.r(s), __webpack_require__.d(s, { CLEAR: () => ot, CLEAR_BY: () => it, @@ -30880,9 +30921,9 @@ newSpecErrBatch: () => newSpecErrBatch, newThrownErr: () => newThrownErr, newThrownErrBatch: () => newThrownErrBatch - }); + })); var o = {}; - __webpack_require__.r(o), + (__webpack_require__.r(o), __webpack_require__.d(o, { AUTHORIZE: () => Nt, AUTHORIZE_OAUTH2: () => Lt, @@ -30910,9 +30951,9 @@ preAuthorizeImplicit: () => preAuthorizeImplicit, restoreAuthorization: () => restoreAuthorization, showDefinitions: () => showDefinitions - }); + })); var i = {}; - __webpack_require__.r(i), + (__webpack_require__.r(i), __webpack_require__.d(i, { authorized: () => Ht, definitionsForRequirements: () => definitionsForRequirements, @@ -30921,9 +30962,9 @@ getDefinitionsByNames: () => getDefinitionsByNames, isAuthorized: () => isAuthorized, shownDefinitions: () => Wt - }); + })); var u = {}; - __webpack_require__.r(u), + (__webpack_require__.r(u), __webpack_require__.d(u, { TOGGLE_CONFIGS: () => yn, UPDATE_CONFIGS: () => gn, @@ -30932,19 +30973,19 @@ loaded: () => actions_loaded, toggle: () => toggle, update: () => update - }); + })); var w = {}; - __webpack_require__.r(w), __webpack_require__.d(w, { get: () => get }); + (__webpack_require__.r(w), __webpack_require__.d(w, { get: () => get })); var x = {}; - __webpack_require__.r(x), __webpack_require__.d(x, { transform: () => transform }); + (__webpack_require__.r(x), __webpack_require__.d(x, { transform: () => transform })); var C = {}; - __webpack_require__.r(C), - __webpack_require__.d(C, { transform: () => parameter_oneof_transform }); + (__webpack_require__.r(C), + __webpack_require__.d(C, { transform: () => parameter_oneof_transform })); var j = {}; - __webpack_require__.r(j), - __webpack_require__.d(j, { allErrors: () => Mn, lastError: () => Tn }); + (__webpack_require__.r(j), + __webpack_require__.d(j, { allErrors: () => Mn, lastError: () => Tn })); var L = {}; - __webpack_require__.r(L), + (__webpack_require__.r(L), __webpack_require__.d(L, { SHOW: () => Fn, UPDATE_FILTER: () => Ln, @@ -30954,36 +30995,36 @@ show: () => actions_show, updateFilter: () => updateFilter, updateLayout: () => updateLayout - }); + })); var B = {}; - __webpack_require__.r(B), + (__webpack_require__.r(B), __webpack_require__.d(B, { current: () => current, currentFilter: () => currentFilter, isShown: () => isShown, showSummary: () => $n, whatMode: () => whatMode - }); + })); var $ = {}; - __webpack_require__.r($), - __webpack_require__.d($, { taggedOperations: () => taggedOperations }); + (__webpack_require__.r($), + __webpack_require__.d($, { taggedOperations: () => taggedOperations })); var V = {}; - __webpack_require__.r(V), + (__webpack_require__.r(V), __webpack_require__.d(V, { requestSnippetGenerator_curl_bash: () => requestSnippetGenerator_curl_bash, requestSnippetGenerator_curl_cmd: () => requestSnippetGenerator_curl_cmd, requestSnippetGenerator_curl_powershell: () => requestSnippetGenerator_curl_powershell - }); + })); var U = {}; - __webpack_require__.r(U), + (__webpack_require__.r(U), __webpack_require__.d(U, { getActiveLanguage: () => zn, getDefaultExpanded: () => Wn, getGenerators: () => Un, getSnippetGenerators: () => getSnippetGenerators - }); + })); var z = {}; - __webpack_require__.r(z), + (__webpack_require__.r(z), __webpack_require__.d(z, { JsonSchemaArrayItemFile: () => JsonSchemaArrayItemFile, JsonSchemaArrayItemText: () => JsonSchemaArrayItemText, @@ -30992,9 +31033,9 @@ JsonSchema_boolean: () => JsonSchema_boolean, JsonSchema_object: () => JsonSchema_object, JsonSchema_string: () => JsonSchema_string - }); + })); var Y = {}; - __webpack_require__.r(Y), + (__webpack_require__.r(Y), __webpack_require__.d(Y, { allowTryItOutFor: () => allowTryItOutFor, basePath: () => Ks, @@ -31054,9 +31095,9 @@ validateBeforeExecute: () => validateBeforeExecute, validationErrors: () => validationErrors, version: () => Ds - }); + })); var Z = {}; - __webpack_require__.r(Z), + (__webpack_require__.r(Z), __webpack_require__.d(Z, { CLEAR_REQUEST: () => wo, CLEAR_RESPONSE: () => Eo, @@ -31100,17 +31141,17 @@ updateSpec: () => updateSpec, updateUrl: () => updateUrl, validateParams: () => validateParams - }); + })); var ee = {}; - __webpack_require__.r(ee), + (__webpack_require__.r(ee), __webpack_require__.d(ee, { executeRequest: () => wrap_actions_executeRequest, updateJsonSpec: () => wrap_actions_updateJsonSpec, updateSpec: () => wrap_actions_updateSpec, validateParams: () => wrap_actions_validateParams - }); + })); var ie = {}; - __webpack_require__.r(ie), + (__webpack_require__.r(ie), __webpack_require__.d(ie, { JsonPatchError: () => Ro, _areEquals: () => _areEquals, @@ -31121,17 +31162,17 @@ getValueByPointer: () => getValueByPointer, validate: () => validate, validator: () => validator - }); + })); var ae = {}; - __webpack_require__.r(ae), + (__webpack_require__.r(ae), __webpack_require__.d(ae, { compare: () => compare, generate: () => generate, observe: () => observe, unobserve: () => unobserve - }); + })); var le = {}; - __webpack_require__.r(le), + (__webpack_require__.r(le), __webpack_require__.d(le, { hasElementSourceMap: () => hasElementSourceMap, includesClasses: () => includesClasses, @@ -31151,17 +31192,17 @@ isRefElement: () => Uu, isSourceMapElement: () => Hu, isStringElement: () => Ru - }); + })); var ce = {}; - __webpack_require__.r(ce), + (__webpack_require__.r(ce), __webpack_require__.d(ce, { isJSONReferenceElement: () => Nf, isJSONSchemaElement: () => Tf, isLinkDescriptionElement: () => Df, isMediaElement: () => Rf - }); + })); var pe = {}; - __webpack_require__.r(pe), + (__webpack_require__.r(pe), __webpack_require__.d(pe, { isBooleanJsonSchemaElement: () => isBooleanJsonSchemaElement, isCallbackElement: () => Im, @@ -31190,9 +31231,9 @@ isServerElement: () => Zm, isServerVariableElement: () => Qm, isServersElement: () => rg - }); + })); var de = {}; - __webpack_require__.r(de), + (__webpack_require__.r(de), __webpack_require__.d(de, { isBooleanJsonSchemaElement: () => predicates_isBooleanJsonSchemaElement, isCallbackElement: () => T_, @@ -31223,17 +31264,17 @@ isSecuritySchemeElement: () => tE, isServerElement: () => rE, isServerVariableElement: () => nE - }); + })); var fe = {}; - __webpack_require__.r(fe), + (__webpack_require__.r(fe), __webpack_require__.d(fe, { cookie: () => parameter_builders_cookie, header: () => parameter_builders_header, path: () => parameter_builders_path, query: () => parameter_builders_query - }); + })); var ye = {}; - __webpack_require__.r(ye), + (__webpack_require__.r(ye), __webpack_require__.d(ye, { Button: () => Button, Col: () => Col, @@ -31244,9 +31285,9 @@ Row: () => Row, Select: () => Select, TextArea: () => TextArea - }); + })); var be = {}; - __webpack_require__.r(be), + (__webpack_require__.r(be), __webpack_require__.d(be, { basePath: () => KO, consumes: () => HO, @@ -31258,11 +31299,12 @@ schemes: () => GO, securityDefinitions: () => zO, validOperationMethods: () => wrap_selectors_validOperationMethods - }); + })); var _e = {}; - __webpack_require__.r(_e), __webpack_require__.d(_e, { definitionsToAuthorize: () => YO }); + (__webpack_require__.r(_e), + __webpack_require__.d(_e, { definitionsToAuthorize: () => YO })); var we = {}; - __webpack_require__.r(we), + (__webpack_require__.r(we), __webpack_require__.d(we, { callbacksOperations: () => QO, findSchema: () => findSchema, @@ -31270,9 +31312,9 @@ isOAS30: () => selectors_isOAS30, isSwagger2: () => selectors_isSwagger2, servers: () => ZO - }); + })); var Se = {}; - __webpack_require__.r(Se), + (__webpack_require__.r(Se), __webpack_require__.d(Se, { CLEAR_REQUEST_BODY_VALIDATE_ERROR: () => bA, CLEAR_REQUEST_BODY_VALUE: () => _A, @@ -31297,9 +31339,9 @@ setRetainRequestBodyValueFlag: () => setRetainRequestBodyValueFlag, setSelectedServer: () => setSelectedServer, setServerVariableValue: () => setServerVariableValue - }); + })); var xe = {}; - __webpack_require__.r(xe), + (__webpack_require__.r(xe), __webpack_require__.d(xe, { activeExamplesMember: () => jA, hasUserEditedBody: () => CA, @@ -31317,7 +31359,7 @@ validOperationMethods: () => DA, validateBeforeExecute: () => RA, validateShallowRequired: () => validateShallowRequired - }); + })); var Pe = __webpack_require__(96540); function formatProdErrorMessage(s) { return `Minified Redux error #${s}; visit https://redux.js.org/Errors?code=${s} for the full message or use the non-minified dev environment for full errors. `; @@ -31374,7 +31416,7 @@ function unsubscribe() { if (o) { if (j) throw new Error(formatProdErrorMessage(6)); - (o = !1), ensureCanMutateNextListeners(), x.delete(i), (w = null); + ((o = !1), ensureCanMutateNextListeners(), x.delete(i), (w = null)); } } ); @@ -31385,7 +31427,7 @@ if ('string' != typeof s.type) throw new Error(formatProdErrorMessage(17)); if (j) throw new Error(formatProdErrorMessage(9)); try { - (j = !0), (_ = u(_, s)); + ((j = !0), (_ = u(_, s))); } finally { j = !1; } @@ -31403,7 +31445,7 @@ getState, replaceReducer: function replaceReducer(s) { if ('function' != typeof s) throw new Error(formatProdErrorMessage(10)); - (u = s), dispatch({ type: Re.REPLACE }); + ((u = s), dispatch({ type: Re.REPLACE })); }, [Te]: function observable() { const s = subscribe; @@ -31568,11 +31610,11 @@ for (let _ of s.entries()) if (o[_[0]] || (u[_[0]] && u[_[0]].containsMultiple)) { if (!u[_[0]]) { - (u[_[0]] = { containsMultiple: !0, length: 1 }), + ((u[_[0]] = { containsMultiple: !0, length: 1 }), (o[`${_[0]}${i}${u[_[0]].length}`] = o[_[0]]), - delete o[_[0]]; + delete o[_[0]]); } - (u[_[0]].length += 1), (o[`${_[0]}${i}${u[_[0]].length}`] = _[1]); + ((u[_[0]].length += 1), (o[`${_[0]}${i}${u[_[0]].length}`] = _[1])); } else o[_[0]] = _[1]; return o; })(s); @@ -31602,7 +31644,7 @@ function objReduce(s, o) { return Object.keys(s).reduce((i, u) => { let _ = o(s[u], u); - return _ && 'object' == typeof _ && Object.assign(i, _), i; + return (_ && 'object' == typeof _ && Object.assign(i, _), i); }, {}); } function systemThunkMiddleware(s) { @@ -31630,7 +31672,7 @@ ae = null != s, le = ie || (ae && 'array' === B) || !(!ie && !ae), ce = x && null === s; - if (ie && !ae && !ce && !u && !B) return w.push('Required field is not provided'), w; + if (ie && !ae && !ce && !u && !B) return (w.push('Required field is not provided'), w); if (ce || !B || !le) return []; let pe = 'string' === B && s, de = 'array' === B && Array.isArray(s) && s.length, @@ -31647,16 +31689,16 @@ 'object' === B && 'object' == typeof s && null !== s, 'object' === B && 'string' == typeof s && s ].some((s) => !!s); - if (ie && !ye && !u) return w.push('Required field is not provided'), w; + if (ie && !ye && !u) return (w.push('Required field is not provided'), w); if ('object' === B && (null === _ || 'application/json' === _)) { let i = s; if ('string' == typeof s) try { i = JSON.parse(s); } catch (s) { - return w.push('Parameter string value must be valid JSON'), w; + return (w.push('Parameter string value must be valid JSON'), w); } - o && + (o && o.has('required') && isFunc(C.isList) && C.isList() && @@ -31668,7 +31710,7 @@ o.get('properties').forEach((s, o) => { const x = validateValueBySchema(i[o], s, !1, u, _); w.push(...x.map((s) => ({ propKey: o, error: s }))); - }); + })); } if (ee) { let o = ((s, o) => { @@ -31797,7 +31839,10 @@ } const utils_btoa = (s) => { let o; - return (o = s instanceof Ot ? s : Ot.from(s.toString(), 'utf-8')), o.toString('base64'); + return ( + (o = s instanceof Ot ? s : Ot.from(s.toString(), 'utf-8')), + o.toString('base64') + ); }, It = { operationsSorter: { @@ -31891,7 +31936,7 @@ }; const w = { getState: _.getState, dispatch: (s, ...o) => dispatch(s, ...o) }, x = s.map((s) => s(w)); - return (dispatch = compose(...x)(_.dispatch)), { ..._, dispatch }; + return ((dispatch = compose(...x)(_.dispatch)), { ..._, dispatch }); }; })(...u) ) @@ -31899,7 +31944,7 @@ } class Store { constructor(s = {}) { - We()( + (We()( this, { state: {}, @@ -31915,20 +31960,20 @@ return createStoreWithMiddleware(s, o, i); })(idFn, (0, qe.fromJS)(this.state), this.getSystem)), this.buildSystem(!1), - this.register(this.plugins); + this.register(this.plugins)); } getStore() { return this.store; } register(s, o = !0) { var i = combinePlugins(s, this.getSystem()); - systemExtend(this.system, i), o && this.buildSystem(); + (systemExtend(this.system, i), o && this.buildSystem()); callAfterLoad.call(this.system, s, this.getSystem()) && this.buildSystem(); } buildSystem(s = !0) { let o = this.getStore().dispatch, i = this.getStore().getState; - (this.boundSystem = Object.assign( + ((this.boundSystem = Object.assign( {}, this.getRootInjects(), this.getWrappedAndBoundActions(o), @@ -31937,7 +31982,7 @@ this.getFn(), this.getConfigs() )), - s && this.rebuildReducer(); + s && this.rebuildReducer()); } _getSystem() { return this.boundSystem; @@ -32081,7 +32126,7 @@ let _ = [u.slice(0, -9)]; return objMap(i, (i) => (...u) => { let w = wrapWithTryCatch(i).apply(null, [s().getIn(_), ...u]); - return 'function' == typeof w && (w = wrapWithTryCatch(w)(o())), w; + return ('function' == typeof w && (w = wrapWithTryCatch(w)(o())), w); }); }); } @@ -32166,7 +32211,7 @@ if (isObject(_)) for (let i in _) { let u = _[i]; - Array.isArray(u) || ((u = [u]), (_[i] = u)), + (Array.isArray(u) || ((u = [u]), (_[i] = u)), o && o.statePlugins && o.statePlugins[s] && @@ -32174,12 +32219,12 @@ o.statePlugins[s].wrapActions[i] && (o.statePlugins[s].wrapActions[i] = _[i].concat( o.statePlugins[s].wrapActions[i] - )); + ))); } if (isObject(w)) for (let i in w) { let u = w[i]; - Array.isArray(u) || ((u = [u]), (w[i] = u)), + (Array.isArray(u) || ((u = [u]), (w[i] = u)), o && o.statePlugins && o.statePlugins[s] && @@ -32187,7 +32232,7 @@ o.statePlugins[s].wrapSelectors[i] && (o.statePlugins[s].wrapSelectors[i] = w[i].concat( o.statePlugins[s].wrapSelectors[i] - )); + ))); } } return We()(s, o); @@ -32199,7 +32244,7 @@ try { return s.call(this, ...i); } catch (s) { - return o && console.error(s), null; + return (o && console.error(s), null); } }; } @@ -32222,7 +32267,7 @@ const authorizeWithPersistOption = (s) => ({ authActions: o }) => { - o.authorize(s), o.persistAuthorizationIfNeeded(); + (o.authorize(s), o.persistAuthorizationIfNeeded()); }; function logout(s) { return { type: Rt, payload: s }; @@ -32230,7 +32275,7 @@ const logoutWithPersistOption = (s) => ({ authActions: o }) => { - o.logout(s), o.persistAuthorizationIfNeeded(); + (o.logout(s), o.persistAuthorizationIfNeeded()); }, preAuthorizeImplicit = (s) => @@ -32238,7 +32283,7 @@ let { auth: u, token: _, isValid: w } = s, { schema: x, name: C } = u, j = x.get('flow'); - delete at.swaggerUIRedirectOauth2, + (delete at.swaggerUIRedirectOauth2, 'accessCode' === j || w || i.newAuthErr({ @@ -32255,7 +32300,7 @@ level: 'error', message: JSON.stringify(_) }) - : o.authorizeOauth2WithPersistOption({ auth: u, token: _ }); + : o.authorizeOauth2WithPersistOption({ auth: u, token: _ })); }; function authorizeOauth2(s) { return { type: Lt, payload: s }; @@ -32263,7 +32308,7 @@ const authorizeOauth2WithPersistOption = (s) => ({ authActions: o }) => { - o.authorizeOauth2(s), o.persistAuthorizationIfNeeded(); + (o.authorizeOauth2(s), o.persistAuthorizationIfNeeded()); }, authorizePassword = (s) => @@ -32419,8 +32464,8 @@ const i = s.response.data; try { const s = 'string' == typeof i ? JSON.parse(i) : i; - s.error && (o += `, error: ${s.error}`), - s.error_description && (o += `, description: ${s.error_description}`); + (s.error && (o += `, error: ${s.error}`), + s.error_description && (o += `, description: ${s.error_description}`)); } catch (s) {} } _.newAuthErr({ authId: V, level: 'error', source: 'auth', message: o }); @@ -32440,7 +32485,7 @@ localStorage.setItem('authorized', JSON.stringify(i)); }, authPopup = (s, o) => () => { - (at.swaggerUIRedirectOauth2 = o), at.open(s); + ((at.swaggerUIRedirectOauth2 = o), at.open(s)); }, $t = { [Tt]: (s, { payload: o }) => s.set('showDefinitions', o), @@ -32455,11 +32500,11 @@ else if ('basic' === _) { let s = i.getIn(['value', 'username']), _ = i.getIn(['value', 'password']); - (u = u.setIn([o, 'value'], { + ((u = u.setIn([o, 'value'], { username: s, header: 'Basic ' + utils_btoa(s + ':' + _) })), - (u = u.setIn([o, 'schema'], i.get('schema'))); + (u = u.setIn([o, 'schema'], i.get('schema')))); } }), s.set('authorized', u) @@ -32468,9 +32513,9 @@ [Lt]: (s, { payload: o }) => { let i, { auth: u, token: _ } = o; - (u.token = Object.assign({}, _)), (i = (0, qe.fromJS)(u)); + ((u.token = Object.assign({}, _)), (i = (0, qe.fromJS)(u))); let w = s.get('authorized') || (0, qe.Map)(); - return (w = w.set(i.get('name'), i)), s.set('authorized', w); + return ((w = w.set(i.get('name'), i)), s.set('authorized', w)); }, [Rt]: (s, { payload: o }) => { let i = s.get('authorized').withMutations((s) => { @@ -32509,7 +32554,7 @@ o ); } - Symbol(), Object.getPrototypeOf({}); + (Symbol(), Object.getPrototypeOf({})); var Vt = 'undefined' != typeof WeakRef ? WeakRef @@ -32551,11 +32596,11 @@ null != s && u(s, j) && ((j = s), 0 !== w && w--); _ = ('object' == typeof j && null !== j) || 'function' == typeof j ? new Vt(j) : j; } - return (C.s = 1), (C.v = j), j; + return ((C.s = 1), (C.v = j), j); } return ( (memoized.clearCache = () => { - (i = { s: 0, v: void 0, o: null, p: null }), memoized.resetResultsCount(); + ((i = { s: 0, v: void 0, o: null, p: null }), memoized.resetResultsCount()); }), (memoized.resultsCount = () => w), (memoized.resetResultsCount = () => { @@ -32572,11 +32617,11 @@ _ = 0, w = {}, x = s.pop(); - 'object' == typeof x && ((w = x), (x = s.pop())), + ('object' == typeof x && ((w = x), (x = s.pop())), assertIsFunction( x, `createSelector expects an output function after the inputs, but received: [${typeof x}]` - ); + )); const C = { ...i, ...w }, { memoize: j, @@ -32590,7 +32635,7 @@ Y = getDependencies(s), Z = j( function recomputationWrapper() { - return u++, x.apply(null, arguments); + return (u++, x.apply(null, arguments)); }, ...U ); @@ -32603,7 +32648,7 @@ for (let _ = 0; _ < u; _++) i.push(s[_].apply(null, o)); return i; })(Y, arguments); - return (o = Z.apply(null, s)), o; + return ((o = Z.apply(null, s)), o); }, ...z ); @@ -32625,7 +32670,8 @@ }); }; return ( - Object.assign(createSelector2, { withTypes: () => createSelector2 }), createSelector2 + Object.assign(createSelector2, { withTypes: () => createSelector2 }), + createSelector2 ); } var Ut = createSelectorCreator(weakMapMemoize), @@ -32654,7 +32700,7 @@ return ( o.entrySeq().forEach(([s, o]) => { let u = (0, qe.Map)(); - (u = u.set(s, o)), (i = i.push(u)); + ((u = u.set(s, o)), (i = i.push(u))); }), i ); @@ -32670,19 +32716,19 @@ return ( o.valueSeq().forEach((s) => { let o = (0, qe.Map)(); - s.entrySeq().forEach(([s, u]) => { + (s.entrySeq().forEach(([s, u]) => { let _, w = i.get(s); - 'oauth2' === w.get('type') && + ('oauth2' === w.get('type') && u.size && ((_ = w.get('scopes')), _.keySeq().forEach((s) => { u.contains(s) || (_ = _.delete(s)); }), (w = w.set('allowedScopes', _))), - (o = o.set(s, w)); + (o = o.set(s, w))); }), - (u = u.push(o)); + (u = u.push(o))); }), u ); @@ -32806,10 +32852,10 @@ function auth() { return { afterLoad(s) { - (this.rootInjects = this.rootInjects || {}), + ((this.rootInjects = this.rootInjects || {}), (this.rootInjects.initOAuth = s.authActions.configureAuth), (this.rootInjects.preauthorizeApiKey = preauthorizeApiKey.bind(null, s)), - (this.rootInjects.preauthorizeBasic = preauthorizeBasic.bind(null, s)); + (this.rootInjects.preauthorizeBasic = preauthorizeBasic.bind(null, s))); }, components: { LockAuthIcon: Xt, @@ -32887,20 +32933,20 @@ : u; } function YAMLException$1(s, o) { - Error.call(this), + (Error.call(this), (this.name = 'YAMLException'), (this.reason = s), (this.mark = o), (this.message = formatError(this, !1)), Error.captureStackTrace ? Error.captureStackTrace(this, this.constructor) - : (this.stack = new Error().stack || ''); + : (this.stack = new Error().stack || '')); } - (YAMLException$1.prototype = Object.create(Error.prototype)), + ((YAMLException$1.prototype = Object.create(Error.prototype)), (YAMLException$1.prototype.constructor = YAMLException$1), (YAMLException$1.prototype.toString = function toString(s) { return this.name + ': ' + formatError(this, s); - }); + })); var rr = YAMLException$1; function getLine(s, o, i, u, _) { var w = '', @@ -32917,14 +32963,14 @@ } var nr = function makeSnippet(s, o) { if (((o = Object.create(o || null)), !s.buffer)) return null; - o.maxLength || (o.maxLength = 79), + (o.maxLength || (o.maxLength = 79), 'number' != typeof o.indent && (o.indent = 1), 'number' != typeof o.linesBefore && (o.linesBefore = 3), - 'number' != typeof o.linesAfter && (o.linesAfter = 2); + 'number' != typeof o.linesAfter && (o.linesAfter = 2)); for (var i, u = /\r?\n|\r|\0/g, _ = [0], w = [], x = -1; (i = u.exec(s.buffer)); ) - w.push(i.index), + (w.push(i.index), _.push(i.index + i[0].length), - s.position <= i.index && x < 0 && (x = _.length - 2); + s.position <= i.index && x < 0 && (x = _.length - 2)); x < 0 && (x = _.length - 1); var C, j, @@ -32932,14 +32978,14 @@ B = Math.min(s.line + o.linesAfter, w.length).toString().length, $ = o.maxLength - (o.indent + B + 3); for (C = 1; C <= o.linesBefore && !(x - C < 0); C++) - (j = getLine(s.buffer, _[x - C], w[x - C], s.position - (_[x] - _[x - C]), $)), + ((j = getLine(s.buffer, _[x - C], w[x - C], s.position - (_[x] - _[x - C]), $)), (L = tr.repeat(' ', o.indent) + padStart((s.line - C + 1).toString(), B) + ' | ' + j.str + '\n' + - L); + L)); for ( j = getLine(s.buffer, _[x], w[x], s.position, $), L += @@ -32953,13 +32999,13 @@ C <= o.linesAfter && !(x + C >= w.length); C++ ) - (j = getLine(s.buffer, _[x + C], w[x + C], s.position - (_[x] - _[x + C]), $)), + ((j = getLine(s.buffer, _[x + C], w[x + C], s.position - (_[x] - _[x + C]), $)), (L += tr.repeat(' ', o.indent) + padStart((s.line + C + 1).toString(), B) + ' | ' + j.str + - '\n'); + '\n')); return L.replace(/\n$/, ''); }, sr = [ @@ -33026,10 +33072,10 @@ return ( s[o].forEach(function (s) { var o = i.length; - i.forEach(function (i, u) { + (i.forEach(function (i, u) { i.tag === s.tag && i.kind === s.kind && i.multi === s.multi && (o = u); }), - (i[o] = s); + (i[o] = s)); }), i ); @@ -33047,9 +33093,9 @@ throw new rr( 'Schema.extend argument should be a Type, [ Type ], or a schema definition ({ implicit: [...], explicit: [...] })' ); - s.implicit && (o = o.concat(s.implicit)), s.explicit && (i = i.concat(s.explicit)); + (s.implicit && (o = o.concat(s.implicit)), s.explicit && (i = i.concat(s.explicit))); } - o.forEach(function (s) { + (o.forEach(function (s) { if (!(s instanceof ar)) throw new rr( 'Specified list of YAML types (or a single Type object) contains a non-Type object.' @@ -33068,7 +33114,7 @@ throw new rr( 'Specified list of YAML types (or a single Type object) contains a non-Type object.' ); - }); + })); var u = Object.create(Schema$1.prototype); return ( (u.implicit = (this.implicit || []).concat(o)), @@ -33345,7 +33391,7 @@ return '-.Inf'; } else if (tr.isNegativeZero(s)) return '-0.0'; - return (i = s.toString(10)), vr.test(i) ? i.replace('e', '.e') : i; + return ((i = s.toString(10)), vr.test(i) ? i.replace('e', '.e') : i); }, defaultStyle: 'lowercase' }), @@ -33423,10 +33469,10 @@ x = 0, C = []; for (o = 0; o < _; o++) - o % 4 == 0 && + (o % 4 == 0 && o && (C.push((x >> 16) & 255), C.push((x >> 8) & 255), C.push(255 & x)), - (x = (x << 6) | w.indexOf(u.charAt(o))); + (x = (x << 6) | w.indexOf(u.charAt(o)))); return ( 0 === (i = (_ % 4) * 6) ? (C.push((x >> 16) & 255), C.push((x >> 8) & 255), C.push(255 & x)) @@ -33447,13 +33493,13 @@ w = s.length, x = Cr; for (o = 0; o < w; o++) - o % 3 == 0 && + (o % 3 == 0 && o && ((u += x[(_ >> 18) & 63]), (u += x[(_ >> 12) & 63]), (u += x[(_ >> 6) & 63]), (u += x[63 & _])), - (_ = (_ << 8) + s[o]); + (_ = (_ << 8) + s[o])); return ( 0 === (i = w % 3) ? ((u += x[(_ >> 18) & 63]), @@ -33531,7 +33577,7 @@ w, x = s; for (w = new Array(x.length), o = 0, i = x.length; o < i; o += 1) - (u = x[o]), (_ = Object.keys(u)), (w[o] = [_[0], u[_[0]]]); + ((u = x[o]), (_ = Object.keys(u)), (w[o] = [_[0], u[_[0]]])); return w; } }), @@ -33619,9 +33665,9 @@ : String.fromCharCode(55296 + ((s - 65536) >> 10), 56320 + ((s - 65536) & 1023)); } for (var Vr = new Array(256), Ur = new Array(256), zr = 0; zr < 256; zr++) - (Vr[zr] = simpleEscapeSequence(zr) ? 1 : 0), (Ur[zr] = simpleEscapeSequence(zr)); + ((Vr[zr] = simpleEscapeSequence(zr) ? 1 : 0), (Ur[zr] = simpleEscapeSequence(zr))); function State$1(s, o) { - (this.input = s), + ((this.input = s), (this.filename = o.filename || null), (this.schema = o.schema || Rr), (this.onWarning = o.onWarning || null), @@ -33636,7 +33682,7 @@ (this.lineStart = 0), (this.lineIndent = 0), (this.firstTabInLine = -1), - (this.documents = []); + (this.documents = [])); } function generateError(s, o) { var i = { @@ -33646,7 +33692,7 @@ line: s.line, column: s.position - s.lineStart }; - return (i.snippet = nr(i)), new rr(o, i); + return ((i.snippet = nr(i)), new rr(o, i)); } function throwError(s, o) { throw generateError(s, o); @@ -33657,7 +33703,7 @@ var Wr = { YAML: function handleYamlDirective(s, o, i) { var u, _, w; - null !== s.version && throwError(s, 'duplication of %YAML directive'), + (null !== s.version && throwError(s, 'duplication of %YAML directive'), 1 !== i.length && throwError(s, 'YAML directive accepts exactly one argument'), null === (u = /^([0-9]+)\.([0-9]+)$/.exec(i[0])) && throwError(s, 'ill-formed argument of the YAML directive'), @@ -33666,11 +33712,11 @@ 1 !== _ && throwError(s, 'unacceptable YAML version of the document'), (s.version = i[0]), (s.checkLineBreaks = w < 2), - 1 !== w && 2 !== w && throwWarning(s, 'unsupported YAML version of the document'); + 1 !== w && 2 !== w && throwWarning(s, 'unsupported YAML version of the document')); }, TAG: function handleTagDirective(s, o, i) { var u, _; - 2 !== i.length && throwError(s, 'TAG directive accepts exactly two arguments'), + (2 !== i.length && throwError(s, 'TAG directive accepts exactly two arguments'), (u = i[0]), (_ = i[1]), qr.test(u) || @@ -33678,7 +33724,7 @@ Dr.call(s.tagMap, u) && throwError(s, 'there is a previously declared suffix for "' + u + '" tag handle'), $r.test(_) || - throwError(s, 'ill-formed tag prefix (second argument) of the TAG directive'); + throwError(s, 'ill-formed tag prefix (second argument) of the TAG directive')); try { _ = decodeURIComponent(_); } catch (o) { @@ -33709,16 +33755,16 @@ x < C; x += 1 ) - (w = _[x]), Dr.call(o, w) || ((o[w] = i[w]), (u[w] = !0)); + ((w = _[x]), Dr.call(o, w) || ((o[w] = i[w]), (u[w] = !0))); } function storeMappingPair(s, o, i, u, _, w, x, C, j) { var L, B; if (Array.isArray(_)) for (L = 0, B = (_ = Array.prototype.slice.call(_)).length; L < B; L += 1) - Array.isArray(_[L]) && throwError(s, 'nested arrays are not supported inside keys'), + (Array.isArray(_[L]) && throwError(s, 'nested arrays are not supported inside keys'), 'object' == typeof _ && '[object Object]' === _class(_[L]) && - (_[L] = '[object Object]'); + (_[L] = '[object Object]')); if ( ('object' == typeof _ && '[object Object]' === _class(_) && (_ = '[object Object]'), (_ = String(_)), @@ -33729,7 +33775,7 @@ for (L = 0, B = w.length; L < B; L += 1) mergeMappings(s, o, w[L], i); else mergeMappings(s, o, w, i); else - s.json || + (s.json || Dr.call(i, _) || !Dr.call(o, _) || ((s.line = x || s.line), @@ -33744,25 +33790,25 @@ value: w }) : (o[_] = w), - delete i[_]; + delete i[_]); return o; } function readLineBreak(s) { var o; - 10 === (o = s.input.charCodeAt(s.position)) + (10 === (o = s.input.charCodeAt(s.position)) ? s.position++ : 13 === o ? (s.position++, 10 === s.input.charCodeAt(s.position) && s.position++) : throwError(s, 'a line break is expected'), (s.line += 1), (s.lineStart = s.position), - (s.firstTabInLine = -1); + (s.firstTabInLine = -1)); } function skipSeparationSpace(s, o, i) { for (var u = 0, _ = s.input.charCodeAt(s.position); 0 !== _; ) { for (; is_WHITE_SPACE(_); ) - 9 === _ && -1 === s.firstTabInLine && (s.firstTabInLine = s.position), - (_ = s.input.charCodeAt(++s.position)); + (9 === _ && -1 === s.firstTabInLine && (s.firstTabInLine = s.position), + (_ = s.input.charCodeAt(++s.position))); if (o && 35 === _) do { _ = s.input.charCodeAt(++s.position); @@ -33771,12 +33817,12 @@ for ( readLineBreak(s), _ = s.input.charCodeAt(s.position), u++, s.lineIndent = 0; 32 === _; - ) - s.lineIndent++, (_ = s.input.charCodeAt(++s.position)); + (s.lineIndent++, (_ = s.input.charCodeAt(++s.position))); } return ( - -1 !== i && 0 !== u && s.lineIndent < i && throwWarning(s, 'deficient indentation'), u + -1 !== i && 0 !== u && s.lineIndent < i && throwWarning(s, 'deficient indentation'), + u ); } function testDocumentSeparator(s) { @@ -33808,10 +33854,9 @@ throwError(s, 'tab characters must not be used in indentation')), 45 === u) && is_WS_OR_EOL(s.input.charCodeAt(s.position + 1)); - ) if (((C = !0), s.position++, skipSeparationSpace(s, !0, -1) && s.lineIndent <= o)) - x.push(null), (u = s.input.charCodeAt(s.position)); + (x.push(null), (u = s.input.charCodeAt(s.position))); else if ( ((i = s.line), composeNode(s, o, 3, !1, !0), @@ -33850,16 +33895,16 @@ : throwError(s, 'unexpected end of the stream within a verbatim tag'); } else { for (; 0 !== _ && !is_WS_OR_EOL(_); ) - 33 === _ && + (33 === _ && (x ? throwError(s, 'tag suffix cannot contain exclamation marks') : ((i = s.input.slice(o - 1, s.position + 1)), qr.test(i) || throwError(s, 'named tag handle cannot contain such characters'), (x = !0), (o = s.position + 1))), - (_ = s.input.charCodeAt(++s.position)); - (u = s.input.slice(o, s.position)), - Fr.test(u) && throwError(s, 'tag suffix cannot contain flow indicator characters'); + (_ = s.input.charCodeAt(++s.position))); + ((u = s.input.slice(o, s.position)), + Fr.test(u) && throwError(s, 'tag suffix cannot contain flow indicator characters')); } u && !$r.test(u) && throwError(s, 'tag name cannot contain such characters: ' + u); try { @@ -33888,7 +33933,6 @@ i = s.input.charCodeAt(++s.position), o = s.position; 0 !== i && !is_WS_OR_EOL(i) && !is_FLOW_INDICATOR(i); - ) i = s.input.charCodeAt(++s.position); return ( @@ -33968,7 +34012,6 @@ null !== s.anchor && (s.anchorMap[s.anchor] = V), L = s.input.charCodeAt(s.position); 0 !== L; - ) { if ( (ee || @@ -33990,7 +34033,7 @@ for (L = s.input.charCodeAt(s.position); is_WHITE_SPACE(L); ) L = s.input.charCodeAt(++s.position); if (58 === L) - is_WS_OR_EOL((L = s.input.charCodeAt(++s.position))) || + (is_WS_OR_EOL((L = s.input.charCodeAt(++s.position))) || throwError( s, 'a whitespace character is expected after the key-value separator within a block mapping' @@ -34002,23 +34045,23 @@ (ee = !1), (_ = !1), (z = s.tag), - (Y = s.result); + (Y = s.result)); else { - if (!ie) return (s.tag = B), (s.anchor = $), !0; + if (!ie) return ((s.tag = B), (s.anchor = $), !0); throwError( s, 'can not read an implicit mapping pair; a colon is missed' ); } } else { - if (!ie) return (s.tag = B), (s.anchor = $), !0; + if (!ie) return ((s.tag = B), (s.anchor = $), !0); throwError( s, 'can not read a block mapping entry; a multiline key may not be an implicit key' ); } } else - 63 === L + (63 === L ? (ee && (storeMappingPair(s, V, U, z, Y, null, x, C, j), (z = Y = Z = null)), @@ -34032,7 +34075,7 @@ 'incomplete explicit mapping pair; a key node is missed; or followed by a non-tabulated empty line' ), (s.position += 1), - (L = u); + (L = u)); if ( ((s.line === w || s.lineIndent > o) && (ee && ((x = s.line), (C = s.lineStart), (j = s.position)), @@ -34069,16 +34112,15 @@ Y = s.tag, Z = s.anchor, ee = Object.create(null); - if (91 === (U = s.input.charCodeAt(s.position))) (x = 93), (L = !1), (w = []); + if (91 === (U = s.input.charCodeAt(s.position))) ((x = 93), (L = !1), (w = [])); else { if (123 !== U) return !1; - (x = 125), (L = !0), (w = {}); + ((x = 125), (L = !0), (w = {})); } for ( null !== s.anchor && (s.anchorMap[s.anchor] = w), U = s.input.charCodeAt(++s.position); 0 !== U; - ) { if ( (skipSeparationSpace(s, !0, o), (U = s.input.charCodeAt(s.position)) === x) @@ -34091,7 +34133,7 @@ (s.result = w), !0 ); - z + (z ? 44 === U && throwError(s, "expected the node content, but found ','") : throwError(s, 'missed comma between flow collection entries'), (V = null), @@ -34122,7 +34164,7 @@ skipSeparationSpace(s, !0, o), 44 === (U = s.input.charCodeAt(s.position)) ? ((z = !0), (U = s.input.charCodeAt(++s.position))) - : (z = !1); + : (z = !1)); } throwError(s, 'unexpected end of the stream within a flow collection'); })(s, V) @@ -34174,9 +34216,8 @@ for ( readLineBreak(s), s.lineIndent = 0, w = s.input.charCodeAt(s.position); (!L || s.lineIndent < B) && 32 === w; - ) - s.lineIndent++, (w = s.input.charCodeAt(++s.position)); + (s.lineIndent++, (w = s.input.charCodeAt(++s.position))); if ((!L && s.lineIndent > B && (B = s.lineIndent), is_EOL(w))) $++; else { if (s.lineIndent < B) { @@ -34200,7 +34241,6 @@ $ = 0, i = s.position; !is_EOL(w) && 0 !== w; - ) w = s.input.charCodeAt(++s.position); captureSegment(s, i, s.position, !1); @@ -34214,7 +34254,6 @@ for ( s.kind = 'scalar', s.result = '', s.position++, u = _ = s.position; 0 !== (i = s.input.charCodeAt(s.position)); - ) if (39 === i) { if ( @@ -34222,7 +34261,7 @@ 39 !== (i = s.input.charCodeAt(++s.position))) ) return !0; - (u = s.position), s.position++, (_ = s.position); + ((u = s.position), s.position++, (_ = s.position)); } else is_EOL(i) ? (captureSegment(s, u, _, !0), @@ -34242,16 +34281,16 @@ for ( s.kind = 'scalar', s.result = '', s.position++, i = u = s.position; 0 !== (C = s.input.charCodeAt(s.position)); - ) { - if (34 === C) return captureSegment(s, i, s.position, !0), s.position++, !0; + if (34 === C) + return (captureSegment(s, i, s.position, !0), s.position++, !0); if (92 === C) { if ( (captureSegment(s, i, s.position, !0), is_EOL((C = s.input.charCodeAt(++s.position)))) ) skipSeparationSpace(s, !1, o); - else if (C < 256 && Vr[C]) (s.result += Ur[C]), s.position++; + else if (C < 256 && Vr[C]) ((s.result += Ur[C]), s.position++); else if ( (x = 120 === (j = C) ? 2 : 117 === j ? 4 : 85 === j ? 8 : 0) > 0 ) { @@ -34259,7 +34298,7 @@ (x = fromHexCode((C = s.input.charCodeAt(++s.position)))) >= 0 ? (w = (w << 4) + x) : throwError(s, 'expected hexadecimal character'); - (s.result += charFromCodepoint(w)), s.position++; + ((s.result += charFromCodepoint(w)), s.position++); } else throwError(s, 'unknown escape sequence'); i = u = s.position; } else @@ -34283,7 +34322,6 @@ for ( u = s.input.charCodeAt(++s.position), o = s.position; 0 !== u && !is_WS_OR_EOL(u) && !is_FLOW_INDICATOR(u); - ) u = s.input.charCodeAt(++s.position); return ( @@ -34336,7 +34374,6 @@ for ( s.kind = 'scalar', s.result = '', _ = w = s.position, x = !1; 0 !== B; - ) { if (58 === B) { if ( @@ -34360,23 +34397,23 @@ skipSeparationSpace(s, !1, -1), s.lineIndent >= o) ) { - (x = !0), (B = s.input.charCodeAt(s.position)); + ((x = !0), (B = s.input.charCodeAt(s.position))); continue; } - (s.position = w), + ((s.position = w), (s.line = C), (s.lineStart = j), - (s.lineIndent = L); + (s.lineIndent = L)); break; } } - x && + (x && (captureSegment(s, _, w, !1), writeFoldedLines(s, s.line - C), (_ = w = s.position), (x = !1)), is_WHITE_SPACE(B) || (w = s.position + 1), - (B = s.input.charCodeAt(++s.position)); + (B = s.input.charCodeAt(++s.position))); } return ( captureSegment(s, _, w, !1), @@ -34405,9 +34442,9 @@ j += 1 ) if (($ = s.implicitTypes[j]).resolve(s.result)) { - (s.result = $.construct(s.result)), + ((s.result = $.construct(s.result)), (s.tag = $.tag), - null !== s.anchor && (s.anchorMap[s.anchor] = s.result); + null !== s.anchor && (s.anchorMap[s.anchor] = s.result)); break; } } else if ('!' !== s.tag) { @@ -34423,7 +34460,7 @@ $ = B[j]; break; } - $ || throwError(s, 'unknown tag !<' + s.tag + '>'), + ($ || throwError(s, 'unknown tag !<' + s.tag + '>'), null !== s.result && $.kind !== s.kind && throwError( @@ -34439,10 +34476,11 @@ $.resolve(s.result, s.tag) ? ((s.result = $.construct(s.result, s.tag)), null !== s.anchor && (s.anchorMap[s.anchor] = s.result)) - : throwError(s, 'cannot resolve a node with !<' + s.tag + '> explicit tag'); + : throwError(s, 'cannot resolve a node with !<' + s.tag + '> explicit tag')); } return ( - null !== s.listener && s.listener('close', s), null !== s.tag || null !== s.anchor || Z + null !== s.listener && s.listener('close', s), + null !== s.tag || null !== s.anchor || Z ); } function readDocument(s) { @@ -34461,12 +34499,10 @@ (skipSeparationSpace(s, !0, -1), (_ = s.input.charCodeAt(s.position)), !(s.lineIndent > 0 || 37 !== _)); - ) { for ( x = !0, _ = s.input.charCodeAt(++s.position), o = s.position; 0 !== _ && !is_WS_OR_EOL(_); - ) _ = s.input.charCodeAt(++s.position); for ( @@ -34474,7 +34510,6 @@ (i = s.input.slice(o, s.position)).length < 1 && throwError(s, 'directive name must not be less than one character in length'); 0 !== _; - ) { for (; is_WHITE_SPACE(_); ) _ = s.input.charCodeAt(++s.position); if (35 === _) { @@ -34488,12 +34523,12 @@ _ = s.input.charCodeAt(++s.position); u.push(s.input.slice(o, s.position)); } - 0 !== _ && readLineBreak(s), + (0 !== _ && readLineBreak(s), Dr.call(Wr, i) ? Wr[i](s, i, u) - : throwWarning(s, 'unknown document directive "' + i + '"'); + : throwWarning(s, 'unknown document directive "' + i + '"')); } - skipSeparationSpace(s, !0, -1), + (skipSeparationSpace(s, !0, -1), 0 === s.lineIndent && 45 === s.input.charCodeAt(s.position) && 45 === s.input.charCodeAt(s.position + 1) && @@ -34510,24 +34545,23 @@ ? 46 === s.input.charCodeAt(s.position) && ((s.position += 3), skipSeparationSpace(s, !0, -1)) : s.position < s.length - 1 && - throwError(s, 'end of the stream or a document separator is expected'); + throwError(s, 'end of the stream or a document separator is expected')); } function loadDocuments(s, o) { - (o = o || {}), + ((o = o || {}), 0 !== (s = String(s)).length && (10 !== s.charCodeAt(s.length - 1) && 13 !== s.charCodeAt(s.length - 1) && (s += '\n'), - 65279 === s.charCodeAt(0) && (s = s.slice(1))); + 65279 === s.charCodeAt(0) && (s = s.slice(1)))); var i = new State$1(s, o), u = s.indexOf('\0'); for ( -1 !== u && ((i.position = u), throwError(i, 'null byte is not allowed in input')), i.input += '\0'; 32 === i.input.charCodeAt(i.position); - ) - (i.lineIndent += 1), (i.position += 1); + ((i.lineIndent += 1), (i.position += 1)); for (; i.position < i.length - 1; ) readDocument(i); return i.documents; } @@ -34587,17 +34621,17 @@ Zr = /^[-+]?[0-9_]+(?::[0-9_]+)+(?:\.[0-9_]*)?$/; function encodeHex(s) { var o, i, u; - if (((o = s.toString(16).toUpperCase()), s <= 255)) (i = 'x'), (u = 2); - else if (s <= 65535) (i = 'u'), (u = 4); + if (((o = s.toString(16).toUpperCase()), s <= 255)) ((i = 'x'), (u = 2)); + else if (s <= 65535) ((i = 'u'), (u = 4)); else { if (!(s <= 4294967295)) throw new rr('code point within a string may not be greater than 0xFFFFFFFF'); - (i = 'U'), (u = 8); + ((i = 'U'), (u = 8)); } return '\\' + i + tr.repeat('0', u - o.length) + o; } function State(s) { - (this.schema = s.schema || Rr), + ((this.schema = s.schema || Rr), (this.indent = Math.max(1, s.indent || 2)), (this.noArrayIndent = s.noArrayIndent || !1), (this.skipInvalid = s.skipInvalid || !1), @@ -34606,13 +34640,13 @@ var i, u, _, w, x, C, j; if (null === o) return {}; for (i = {}, _ = 0, w = (u = Object.keys(o)).length; _ < w; _ += 1) - (x = u[_]), + ((x = u[_]), (C = String(o[x])), '!!' === x.slice(0, 2) && (x = 'tag:yaml.org,2002:' + x.slice(2)), (j = s.compiledTypeMap.fallback[x]) && Jr.call(j.styleAliases, C) && (C = j.styleAliases[C]), - (i[x] = C); + (i[x] = C)); return i; })(this.schema, s.styles || null)), (this.sortKeys = s.sortKeys || !1), @@ -34628,15 +34662,15 @@ (this.tag = null), (this.result = ''), (this.duplicates = []), - (this.usedDuplicates = null); + (this.usedDuplicates = null)); } function indentString(s, o) { for (var i, u = tr.repeat(' ', o), _ = 0, w = -1, x = '', C = s.length; _ < C; ) - -1 === (w = s.indexOf('\n', _)) + (-1 === (w = s.indexOf('\n', _)) ? ((i = s.slice(_)), (_ = C)) : ((i = s.slice(_, w + 1)), (_ = w + 1)), i.length && '\n' !== i && (x += u), - (x += i); + (x += i)); return x; } function generateNextLine(s, o) { @@ -34723,14 +34757,14 @@ if (o || x) for (j = 0; j < s.length; L >= 65536 ? (j += 2) : j++) { if (!isPrintable((L = codePointAt(s, j)))) return 5; - (Y = Y && isPlainSafe(L, B, C)), (B = L); + ((Y = Y && isPlainSafe(L, B, C)), (B = L)); } else { for (j = 0; j < s.length; L >= 65536 ? (j += 2) : j++) { if (10 === (L = codePointAt(s, j))) - ($ = !0), U && ((V = V || (j - z - 1 > u && ' ' !== s[z + 1])), (z = j)); + (($ = !0), U && ((V = V || (j - z - 1 > u && ' ' !== s[z + 1])), (z = j))); else if (!isPrintable(L)) return 5; - (Y = Y && isPlainSafe(L, B, C)), (B = L); + ((Y = Y && isPlainSafe(L, B, C)), (B = L)); } V = V || (U && j - z - 1 > u && ' ' !== s[z + 1]); } @@ -34803,9 +34837,9 @@ for (; (u = _.exec(s)); ) { var j = u[1], L = u[2]; - (i = ' ' === L[0]), + ((i = ' ' === L[0]), (w += j + (x || i || '' === L ? '' : '\n') + foldLine(L, o)), - (x = i); + (x = i)); } return w; })(o, x), @@ -34818,10 +34852,10 @@ '"' + (function escapeString(s) { for (var o, i = '', u = 0, _ = 0; _ < s.length; u >= 65536 ? (_ += 2) : _++) - (u = codePointAt(s, _)), + ((u = codePointAt(s, _)), !(o = Yr[u]) && isPrintable(u) ? ((i += s[_]), u >= 65536 && (i += s[_ + 1])) - : (i += o || encodeHex(u)); + : (i += o || encodeHex(u))); return i; })(o) + '"' @@ -34842,9 +34876,9 @@ function foldLine(s, o) { if ('' === s || ' ' === s[0]) return s; for (var i, u, _ = / [^ ]/g, w = 0, x = 0, C = 0, j = ''; (i = _.exec(s)); ) - (C = i.index) - w > o && + ((C = i.index) - w > o && ((u = x > w ? x : C), (j += '\n' + s.slice(w, u)), (w = u + 1)), - (x = C); + (x = C)); return ( (j += '\n'), s.length - w > o && x > w @@ -34860,14 +34894,14 @@ C = '', j = s.tag; for (_ = 0, w = i.length; _ < w; _ += 1) - (x = i[_]), + ((x = i[_]), s.replacer && (x = s.replacer.call(i, String(_), x)), (writeNode(s, o + 1, x, !0, !0, !1, !0) || (void 0 === x && writeNode(s, o + 1, null, !0, !0, !1, !0))) && ((u && '' === C) || (C += generateNextLine(s, o)), s.dump && 10 === s.dump.charCodeAt(0) ? (C += '-') : (C += '- '), - (C += s.dump)); - (s.tag = j), (s.dump = C || '[]'); + (C += s.dump))); + ((s.tag = j), (s.dump = C || '[]')); } function detectType(s, o, i) { var u, _, w, x, C, j; @@ -34902,7 +34936,7 @@ return !1; } function writeNode(s, o, i, u, _, w, x) { - (s.tag = null), (s.dump = i), detectType(s, i, !1) || detectType(s, i, !0); + ((s.tag = null), (s.dump = i), detectType(s, i, !1) || detectType(s, i, !0)); var C, j = Hr.call(s.dump), L = u; @@ -34936,7 +34970,7 @@ else if ('function' == typeof s.sortKeys) V.sort(s.sortKeys); else if (s.sortKeys) throw new rr('sortKeys must be a boolean or a function'); for (_ = 0, w = V.length; _ < w; _ += 1) - (L = ''), + ((L = ''), (u && '' === B) || (L += generateNextLine(s, o)), (C = i[(x = V[_])]), s.replacer && (C = s.replacer.call(i, x, C)), @@ -34949,8 +34983,8 @@ j && (L += generateNextLine(s, o)), writeNode(s, o + 1, C, !0, j) && (s.dump && 10 === s.dump.charCodeAt(0) ? (L += ':') : (L += ': '), - (B += L += s.dump))); - (s.tag = $), (s.dump = B || '{}'); + (B += L += s.dump)))); + ((s.tag = $), (s.dump = B || '{}')); })(s, o, s.dump, _), $ && (s.dump = '&ref_' + B + s.dump)) : (!(function writeFlowMapping(s, o, i) { @@ -34963,7 +34997,7 @@ L = s.tag, B = Object.keys(i); for (u = 0, _ = B.length; u < _; u += 1) - (C = ''), + ((C = ''), '' !== j && (C += ', '), s.condenseFlow && (C += '"'), (x = i[(w = B[u])]), @@ -34975,8 +35009,8 @@ (s.condenseFlow ? '"' : '') + ':' + (s.condenseFlow ? '' : ' ')), - writeNode(s, o, x, !1, !1) && (j += C += s.dump)); - (s.tag = L), (s.dump = '{' + j + '}'); + writeNode(s, o, x, !1, !1) && (j += C += s.dump))); + ((s.tag = L), (s.dump = '{' + j + '}')); })(s, o, s.dump), $ && (s.dump = '&ref_' + B + ' ' + s.dump)); else if ('[object Array]' === j) @@ -34992,12 +35026,12 @@ x = '', C = s.tag; for (u = 0, _ = i.length; u < _; u += 1) - (w = i[u]), + ((w = i[u]), s.replacer && (w = s.replacer.call(i, String(u), w)), (writeNode(s, o, w, !1, !1) || (void 0 === w && writeNode(s, o, null, !1, !1))) && - ('' !== x && (x += ',' + (s.condenseFlow ? '' : ' ')), (x += s.dump)); - (s.tag = C), (s.dump = '[' + x + ']'); + ('' !== x && (x += ',' + (s.condenseFlow ? '' : ' ')), (x += s.dump))); + ((s.tag = C), (s.dump = '[' + x + ']')); })(s, o, s.dump), $ && (s.dump = '&ref_' + B + ' ' + s.dump)); else { @@ -35133,7 +35167,7 @@ try { return mn.load(s); } catch (s) { - return o && o.errActions.newThrownErr(new Error(s)), {}; + return (o && o.errActions.newThrownErr(new Error(s)), {}); } })(_.text, i) ); @@ -35179,7 +35213,7 @@ actions: { scrollToElement: (s, o) => (i) => { try { - (o = o || i.fn.getScrollParent(s)), _n().createScroller(o).to(s); + ((o = o || i.fn.getScrollParent(s)), _n().createScroller(o).to(s)); } catch (s) { console.error(s); } @@ -35196,13 +35230,13 @@ ({ layoutActions: o, layoutSelectors: i, getConfigs: u }) => { if (u().deepLinking && s) { let u = s.slice(1); - '!' === u[0] && (u = u.slice(1)), '/' === u[0] && (u = u.slice(1)); + ('!' === u[0] && (u = u.slice(1)), '/' === u[0] && (u = u.slice(1))); const _ = u.split('/').map((s) => s || ''), w = i.isShownKeyFromUrlHashArray(_), [x, C = '', j = ''] = w; if ('operations' === x) { const s = i.isShownKeyFromUrlHashArray([C]); - C.indexOf('_') > -1 && + (C.indexOf('_') > -1 && (console.warn( 'Warning: escaping deep link whitespace with `_` will be unsupported in v4.0, use `%20` instead.' ), @@ -35210,9 +35244,9 @@ s.map((s) => s.replace(/_/g, ' ')), !0 )), - o.show(s, !0); + o.show(s, !0)); } - (C.indexOf('_') > -1 || j.indexOf('_') > -1) && + ((C.indexOf('_') > -1 || j.indexOf('_') > -1) && (console.warn( 'Warning: escaping deep link whitespace with `_` will be unsupported in v4.0, use `%20` instead.' ), @@ -35221,7 +35255,7 @@ !0 )), o.show(w, !0), - o.scrollTo(w); + o.scrollTo(w)); } } }, @@ -35276,7 +35310,7 @@ const { operation: i } = this.props, { tag: u, operationId: _ } = i.toObject(); let { isShownKey: w } = i.toObject(); - (w = w || ['operations', u, _]), o.layoutActions.readyToScroll(w, s); + ((w = w || ['operations', u, _]), o.layoutActions.readyToScroll(w, s)); }; render() { return Pe.createElement( @@ -35368,7 +35402,7 @@ try { return i.transform(s, o).filter((s) => !!s); } catch (o) { - return console.error('Transformer error:', o), s; + return (console.error('Transformer error:', o), s); } }, s @@ -35616,10 +35650,10 @@ return { type: Ln, payload: s }; } function actions_show(s, o = !0) { - return (s = normalizeArray(s)), { type: Fn, payload: { thing: s, shown: o } }; + return ((s = normalizeArray(s)), { type: Fn, payload: { thing: s, shown: o } }); } function changeMode(s, o = '') { - return (s = normalizeArray(s)), { type: Bn, payload: { thing: s, mode: o } }; + return ((s = normalizeArray(s)), { type: Bn, payload: { thing: s, mode: o } }); } const qn = { [Dn]: (s, o) => s.set('layout', o.payload), @@ -35638,7 +35672,8 @@ current = (s) => s.get('layout'), currentFilter = (s) => s.get('filter'), isShown = (s, o, i) => ( - (o = normalizeArray(o)), s.get('shown', (0, qe.fromJS)({})).get((0, qe.fromJS)(o), i) + (o = normalizeArray(o)), + s.get('shown', (0, qe.fromJS)({})).get((0, qe.fromJS)(o), i) ), whatMode = (s, o, i = '') => ((o = normalizeArray(o)), s.getIn(['modes', ...o], i)), $n = Ut( @@ -35653,7 +35688,7 @@ j = C(), { maxDisplayedTags: L } = j; let B = x.currentFilter(); - return B && !0 !== B && (_ = w.opsFilter(_, B)), L >= 0 && (_ = _.slice(0, L)), _; + return (B && !0 !== B && (_ = w.opsFilter(_, B)), L >= 0 && (_ = _.slice(0, L)), _); }; function plugins_layout() { return { @@ -35692,7 +35727,10 @@ (s, o) => (...i) => { const u = o.getConfigs().onComplete; - return Vn && 'function' == typeof u && (setTimeout(u, 0), (Vn = !1)), s(...i); + return ( + Vn && 'function' == typeof u && (setTimeout(u, 0), (Vn = !1)), + s(...i) + ); } } } @@ -35745,31 +35783,31 @@ x && x.size) ) for (let o of s.get('headers').entries()) { - addNewLine(), addIndent(); + (addNewLine(), addIndent()); let [s, i] = o; - addWordsWithoutLeadingSpace('-H', `${s}: ${i}`), - (_ = _ || (/^content-type$/i.test(s) && /^multipart\/form-data$/i.test(i))); + (addWordsWithoutLeadingSpace('-H', `${s}: ${i}`), + (_ = _ || (/^content-type$/i.test(s) && /^multipart\/form-data$/i.test(i)))); } const j = s.get('body'); if (j) if (_ && ['POST', 'PUT', 'PATCH'].includes(s.get('method'))) for (let [s, o] of j.entrySeq()) { let i = extractKey(s); - addNewLine(), + (addNewLine(), addIndent(), addWordsWithoutLeadingSpace('-F'), o instanceof at.File && 'string' == typeof o.valueOf() ? addWords(`${i}=${o.data}${o.type ? `;type=${o.type}` : ''}`) : o instanceof at.File ? addWords(`${i}=@${o.name}${o.type ? `;type=${o.type}` : ''}`) - : addWords(`${i}=${o}`); + : addWords(`${i}=${o}`)); } else if (j instanceof at.File) - addNewLine(), + (addNewLine(), addIndent(), - addWordsWithoutLeadingSpace(`--data-binary '@${j.name}'`); + addWordsWithoutLeadingSpace(`--data-binary '@${j.name}'`)); else { - addNewLine(), addIndent(), addWordsWithoutLeadingSpace('-d '); + (addNewLine(), addIndent(), addWordsWithoutLeadingSpace('-d ')); let o = j; qe.Map.isMap(o) ? addWordsWithoutLeadingSpace( @@ -36009,14 +36047,14 @@ this.props.expanded !== s.expanded && this.setState({ expanded: s.expanded }); } toggleCollapsed = () => { - this.props.onToggle && this.props.onToggle(this.props.modelName, !this.state.expanded), - this.setState({ expanded: !this.state.expanded }); + (this.props.onToggle && this.props.onToggle(this.props.modelName, !this.state.expanded), + this.setState({ expanded: !this.state.expanded })); }; onLoad = (s) => { if (s && this.props.layoutSelectors) { const o = this.props.layoutSelectors.getScrollToKey(); - $e().is(o, this.props.specPath) && this.toggleCollapsed(), - this.props.layoutActions.readyToScroll(this.props.specPath, s.parentElement); + ($e().is(o, this.props.specPath) && this.toggleCollapsed(), + this.props.layoutActions.readyToScroll(this.props.specPath, s.parentElement)); } }; render() { @@ -36225,10 +36263,10 @@ function _defineProperties(s, o) { for (var i = 0; i < o.length; i++) { var u = o[i]; - (u.enumerable = u.enumerable || !1), + ((u.enumerable = u.enumerable || !1), (u.configurable = !0), 'value' in u && (u.writable = !0), - Object.defineProperty(s, u.key, u); + Object.defineProperty(s, u.key, u)); } } function _defineProperty(s, o, i) { @@ -36248,11 +36286,11 @@ var i = Object.keys(s); if (Object.getOwnPropertySymbols) { var u = Object.getOwnPropertySymbols(s); - o && + (o && (u = u.filter(function (o) { return Object.getOwnPropertyDescriptor(s, o).enumerable; })), - i.push.apply(i, u); + i.push.apply(i, u)); } return i; } @@ -36271,7 +36309,7 @@ (_setPrototypeOf = Object.setPrototypeOf || function _setPrototypeOf(s, o) { - return (s.__proto__ = o), s; + return ((s.__proto__ = o), s); }), _setPrototypeOf(s, o) ); @@ -36360,13 +36398,13 @@ (function _inherits(s, o) { if ('function' != typeof o && null !== o) throw new TypeError('Super expression must either be null or a function'); - (s.prototype = Object.create(o && o.prototype, { + ((s.prototype = Object.create(o && o.prototype, { constructor: { value: s, writable: !0, configurable: !0 } })), - o && _setPrototypeOf(s, o); + o && _setPrototypeOf(s, o)); })(ImmutablePureComponent, s), (function _createClass(s, o, i) { - return o && _defineProperties(s.prototype, o), i && _defineProperties(s, i), s; + return (o && _defineProperties(s.prototype, o), i && _defineProperties(s, i), s); })(ImmutablePureComponent, [ { key: 'shouldComponentUpdate', @@ -36560,8 +36598,8 @@ getCollapsedContent = () => ' '; handleToggle = (s, o) => { const { layoutActions: i } = this.props; - i.show([...this.getSchemaBasePath(), s], o), - o && this.props.specActions.requestResolvedSubtree([...this.getSchemaBasePath(), s]); + (i.show([...this.getSchemaBasePath(), s], o), + o && this.props.specActions.requestResolvedSubtree([...this.getSchemaBasePath(), s])); }; onLoadModels = (s) => { s && this.props.layoutActions.readyToScroll(this.getSchemaBasePath(), s); @@ -37363,12 +37401,12 @@ class JsonSchema_array extends Pe.PureComponent { static defaultProps = os; constructor(s, o) { - super(s, o), (this.state = { value: valueOrEmptyList(s.value), schema: s.schema }); + (super(s, o), (this.state = { value: valueOrEmptyList(s.value), schema: s.schema })); } UNSAFE_componentWillReceiveProps(s) { const o = valueOrEmptyList(s.value); - o !== this.state.value && this.setState({ value: o }), - s.schema !== this.state.schema && this.setState({ schema: s.schema }); + (o !== this.state.value && this.setState({ value: o }), + s.schema !== this.state.schema && this.setState({ schema: s.schema })); } onChange = () => { this.props.onChange(this.state.value); @@ -37670,7 +37708,7 @@ const { Cache: i } = ut(); ut().Cache = Cache; const u = ut()(s, o); - return (ut().Cache = i), u; + return ((ut().Cache = i), u); }, ds = { string: (s) => @@ -37914,9 +37952,9 @@ (s && ce[o] && ce[o].xml && ce[o].xml.attribute ? (C[ce[o].xml.name || o] = _[o]) : pe(o, _[o]))); - return hs()(C) || le[Z].push({ _attr: C }), le; + return (hs()(C) || le[Z].push({ _attr: C }), le); } - return (le[Z] = hs()(C) ? _ : [{ _attr: C }, _]), le; + return ((le[Z] = hs()(C) ? _ : [{ _attr: C }, _]), le); } if ('object' === L) { for (let s in ce) @@ -37927,10 +37965,10 @@ pe(s)); if ((u && C && le[Z].push({ _attr: C }), hasExceededMaxProperties())) return le; if (!0 === V) - u + (u ? le[Z].push({ additionalProp: 'Anything can be here' }) : (le.additionalProp1 = {}), - de++; + de++); else if (V) { const i = objectify(V), _ = sampleFromSchemaGeneric(i, o, void 0, u); @@ -37944,7 +37982,7 @@ if (hasExceededMaxProperties()) return le; if (u) { const o = {}; - (o['additionalProp' + s] = _.notagname), le[Z].push(o); + ((o['additionalProp' + s] = _.notagname), le[Z].push(o)); } else le['additionalProp' + s] = _; de++; } @@ -38019,10 +38057,10 @@ x = w.getJsonSampleSchema(o, i, u, _); let C; try { - (C = mn.dump(mn.load(x), { lineWidth: -1 }, { schema: nn })), - '\n' === C[C.length - 1] && (C = C.slice(0, C.length - 1)); + ((C = mn.dump(mn.load(x), { lineWidth: -1 }, { schema: nn })), + '\n' === C[C.length - 1] && (C = C.slice(0, C.length - 1))); } catch (s) { - return console.error(s), 'error: could not generate yaml example'; + return (console.error(s), 'error: could not generate yaml example'); } return C.replace(/\t/g, ' '); }, @@ -38444,7 +38482,7 @@ let { specStr: _ } = i, w = null; try { - (s = s || _()), u.clear({ source: 'parser' }), (w = mn.load(s, { schema: nn })); + ((s = s || _()), u.clear({ source: 'parser' }), (w = mn.load(s, { schema: nn }))); } catch (s) { return ( console.error(s), @@ -38479,7 +38517,7 @@ requestInterceptor: $, responseInterceptor: V } = j(); - void 0 === s && (s = u.specJson()), void 0 === o && (o = u.url()); + (void 0 === s && (s = u.specJson()), void 0 === o && (o = u.url())); let U = C.getLineNumberForPath ? C.getLineNumberForPath : () => {}, z = u.specStr(); return x({ @@ -38515,7 +38553,7 @@ (s, { path: o, system: i }) => (s.has(i) || s.set(i, []), s.get(i).push(o), s), new Map() ); - (jo = []), + ((jo = []), s.forEach(async (s, o) => { if (!o) return void console.error( @@ -38615,7 +38653,7 @@ } catch (s) { console.error(s); } - }); + })); }, 35), requestResolvedSubtree = (s) => (o) => { jo.find(({ path: i, system: u }) => u === o && i.toString() === s.toString()) || @@ -38679,9 +38717,9 @@ s.server = w.selectedServer(o) || w.selectedServer(); const i = w.serverVariables({ server: s.server, namespace: o }).toJS(), u = w.serverVariables({ server: s.server }).toJS(); - (s.serverVariables = Object.keys(i).length ? i : u), + ((s.serverVariables = Object.keys(i).length ? i : u), (s.requestContentType = w.requestContentType(x, C)), - (s.responseContentType = w.responseContentType(x, C) || '*/*'); + (s.responseContentType = w.responseContentType(x, C) || '*/*')); const _ = w.requestBodyValue(x, C), j = w.requestBodyInclusionSetting(x, C); _ && _.toJS @@ -38693,25 +38731,25 @@ : (s.requestBody = _); } let V = Object.assign({}, s); - (V = o.buildRequest(V)), i.setRequest(s.pathName, s.method, V); - (s.requestInterceptor = async (o) => { + ((V = o.buildRequest(V)), i.setRequest(s.pathName, s.method, V)); + ((s.requestInterceptor = async (o) => { let u = await L.apply(void 0, [o]), _ = Object.assign({}, u); - return i.setMutatedRequest(s.pathName, s.method, _), u; + return (i.setMutatedRequest(s.pathName, s.method, _), u); }), - (s.responseInterceptor = B); + (s.responseInterceptor = B)); const U = Date.now(); return o .execute(s) .then((o) => { - (o.duration = Date.now() - U), i.setResponse(s.pathName, s.method, o); + ((o.duration = Date.now() - U), i.setResponse(s.pathName, s.method, o)); }) .catch((o) => { - 'Failed to fetch' === o.message && + ('Failed to fetch' === o.message && ((o.name = ''), (o.message = '**Failed to fetch.** \n**Possible Reasons:** \n - CORS \n - Network Failure \n - URL scheme must be "http" or "https" for CORS request.')), - i.setResponse(s.pathName, s.method, { error: !0, err: o }); + i.setResponse(s.pathName, s.method, { error: !0, err: o })); }); }, actions_execute = @@ -38801,7 +38839,7 @@ ), [yo]: (s, { payload: { res: o, path: i, method: u } }) => { let _; - (_ = o.error + ((_ = o.error ? Object.assign( { error: !0, @@ -38812,7 +38850,7 @@ o.err.response ) : o), - (_.headers = _.headers || {}); + (_.headers = _.headers || {})); let w = s.setIn(['responses', i, u], fromJSOrdered(_)); return ( at.Blob && @@ -38846,18 +38884,18 @@ wrap_actions_updateSpec = (s, { specActions: o }) => (...i) => { - s(...i), o.parseToJson(...i); + (s(...i), o.parseToJson(...i)); }, wrap_actions_updateJsonSpec = (s, { specActions: o }) => (...i) => { - s(...i), o.invalidateResolvedSubtreeCache(); + (s(...i), o.invalidateResolvedSubtreeCache()); const [u] = i, _ = jn()(u, ['paths']) || {}; - Object.keys(_).forEach((s) => { + (Object.keys(_).forEach((s) => { jn()(_, [s]).$ref && o.requestResolvedSubtree(['paths', s]); }), - o.requestResolvedSubtree(['components', 'securitySchemes']); + o.requestResolvedSubtree(['components', 'securitySchemes'])); }, wrap_actions_executeRequest = (s, { specActions: o }) => @@ -38895,9 +38933,9 @@ function __() { this.constructor = s; } - extendStatics(s, o), + (extendStatics(s, o), (s.prototype = - null === o ? Object.create(o) : ((__.prototype = o.prototype), new __())); + null === o ? Object.create(o) : ((__.prototype = o.prototype), new __()))); }; })(), To = Object.prototype.hasOwnProperty; @@ -38980,21 +39018,21 @@ C ); } - return Mo(PatchError, s), PatchError; + return (Mo(PatchError, s), PatchError); })(Error), Ro = No, Do = _deepClone, Lo = { add: function (s, o, i) { - return (s[o] = this.value), { newDocument: i }; + return ((s[o] = this.value), { newDocument: i }); }, remove: function (s, o, i) { var u = s[o]; - return delete s[o], { newDocument: i, removed: u }; + return (delete s[o], { newDocument: i, removed: u }); }, replace: function (s, o, i) { var u = s[o]; - return (s[o] = this.value), { newDocument: i, removed: u }; + return ((s[o] = this.value), { newDocument: i, removed: u }); }, move: function (s, o, i) { var u = getValueByPointer(i, this.path); @@ -39016,7 +39054,7 @@ return { newDocument: i, test: _areEquals(s[o], this.value) }; }, _get: function (s, o, i) { - return (this.value = s[o]), { newDocument: i }; + return ((this.value = s[o]), { newDocument: i }); } }, Bo = { @@ -39031,7 +39069,7 @@ }, replace: function (s, o, i) { var u = s[o]; - return (s[o] = this.value), { newDocument: i, removed: u }; + return ((s[o] = this.value), { newDocument: i, removed: u }); }, move: Lo.move, copy: Lo.copy, @@ -39041,7 +39079,7 @@ function getValueByPointer(s, o) { if ('' == o) return s; var i = { op: '_get', path: o }; - return applyOperation(s, i), i.value; + return (applyOperation(s, i), i.value); } function applyOperation(s, o, i, u, _, w) { if ( @@ -39053,8 +39091,8 @@ '' === o.path) ) { var x = { newDocument: s }; - if ('add' === o.op) return (x.newDocument = o.value), x; - if ('replace' === o.op) return (x.newDocument = o.value), (x.removed = s), x; + if ('add' === o.op) return ((x.newDocument = o.value), x); + if ('replace' === o.op) return ((x.newDocument = o.value), (x.removed = s), x); if ('move' === o.op || 'copy' === o.op) return ( (x.newDocument = getValueByPointer(s, o.from)), @@ -39064,10 +39102,10 @@ if ('test' === o.op) { if (((x.test = _areEquals(s, o.value)), !1 === x.test)) throw new Ro('Test operation failed', 'TEST_OPERATION_FAILED', w, o, s); - return (x.newDocument = s), x; + return ((x.newDocument = s), x); } - if ('remove' === o.op) return (x.removed = s), (x.newDocument = null), x; - if ('_get' === o.op) return (o.value = s), x; + if ('remove' === o.op) return ((x.removed = s), (x.newDocument = null), x); + if ('_get' === o.op) return ((o.value = s), x); if (i) throw new Ro( 'Operation `op` property is not one of operations defined in RFC-6902', @@ -39147,8 +39185,8 @@ throw new Ro('Patch sequence must be an array', 'SEQUENCE_NOT_AN_ARRAY'); u || (s = _deepClone(s)); for (var w = new Array(o.length), x = 0, C = o.length; x < C; x++) - (w[x] = applyOperation(s, o[x], i, !0, _, x)), (s = w[x].newDocument); - return (w.newDocument = s), w; + ((w[x] = applyOperation(s, o[x], i, !0, _, x)), (s = w[x].newDocument)); + return ((w.newDocument = s), w); } function applyReducer(s, o, i) { var u = applyOperation(s, o); @@ -39278,10 +39316,10 @@ } var Fo = new WeakMap(), qo = function qo(s) { - (this.observers = new Map()), (this.obj = s); + ((this.observers = new Map()), (this.obj = s)); }, $o = function $o(s, o) { - (this.callback = s), (this.observer = o); + ((this.callback = s), (this.observer = o)); }; function unobserve(s, o) { o.unobserve(); @@ -39296,15 +39334,15 @@ return s.observers.get(o); })(u, o); i = _ && _.observer; - } else (u = new qo(s)), Fo.set(s, u); + } else ((u = new qo(s)), Fo.set(s, u)); if (i) return i; if (((i = {}), (u.value = _deepClone(s)), o)) { - (i.callback = o), (i.next = null); + ((i.callback = o), (i.next = null)); var dirtyCheck = function () { generate(i); }, fastCheck = function () { - clearTimeout(i.next), (i.next = setTimeout(dirtyCheck)); + (clearTimeout(i.next), (i.next = setTimeout(dirtyCheck))); }; 'undefined' != typeof window && (window.addEventListener('mouseup', fastCheck), @@ -39317,7 +39355,7 @@ (i.patches = []), (i.object = s), (i.unobserve = function () { - generate(i), + (generate(i), clearTimeout(i.next), (function removeObserverFromMirror(s, o) { s.observers.delete(o.callback); @@ -39327,7 +39365,7 @@ window.removeEventListener('keyup', fastCheck), window.removeEventListener('mousedown', fastCheck), window.removeEventListener('keydown', fastCheck), - window.removeEventListener('change', fastCheck)); + window.removeEventListener('change', fastCheck))); }), u.observers.set(o, new $o(o, i)), i @@ -39336,10 +39374,10 @@ function generate(s, o) { void 0 === o && (o = !1); var i = Fo.get(s.object); - _generate(i.value, s.object, s.patches, '', o), - s.patches.length && applyPatch(i.value, s.patches); + (_generate(i.value, s.object, s.patches, '', o), + s.patches.length && applyPatch(i.value, s.patches)); var u = s.patches; - return u.length > 0 && ((s.patches = []), s.callback && s.callback(u)), u; + return (u.length > 0 && ((s.patches = []), s.callback && s.callback(u)), u); } function _generate(s, o, i, u, _) { if (o !== s) { @@ -39404,7 +39442,7 @@ function compare(s, o, i) { void 0 === i && (i = !1); var u = []; - return _generate(s, o, u, '', i), u; + return (_generate(s, o, u, '', i), u); } Object.assign({}, ie, ae, { JsonPatchError: No, @@ -39440,7 +39478,7 @@ 'merge' === (o = { ...o, path: o.path && normalizeJSONPath(o.path) }).op) ) { const i = getInByJsonPath(s, o.path); - Object.assign(i, o.value), applyPatch(s, [replace(o.path, i)]); + (Object.assign(i, o.value), applyPatch(s, [replace(o.path, i)])); } else if ('mergeDeep' === o.op) { const i = getInByJsonPath(s, o.path), u = Uo()(i, o.value); @@ -39450,19 +39488,20 @@ s, Object.keys(o.value).reduce( (s, i) => ( - s.push({ op: 'add', path: `/${normalizeJSONPath(i)}`, value: o.value[i] }), s + s.push({ op: 'add', path: `/${normalizeJSONPath(i)}`, value: o.value[i] }), + s ), [] ) ); } else if ('replace' === o.op && '' === o.path) { let { value: u } = o; - i.allowMetaPatches && + (i.allowMetaPatches && o.meta && isAdditiveMutation(o) && (Array.isArray(o.value) || lib_isObject(o.value)) && (u = { ...u, ...o.meta }), - (s = u); + (s = u)); } else if ( (applyPatch(s, [o]), i.allowMetaPatches && @@ -39556,7 +39595,7 @@ const _ = Object.keys(s).map((u) => forEach(s[u], o, i.concat(u))); _ && (u = u.concat(_)); } - return (u = flatten(u)), u; + return ((u = flatten(u)), u); } function lib_normalizeArray(s) { return Array.isArray(s) ? s : [s]; @@ -39596,7 +39635,7 @@ try { return getValueByPointer(s, o); } catch (s) { - return console.error(s), {}; + return (console.error(s), {}); } } var Wo = __webpack_require__(48675); @@ -39612,10 +39651,10 @@ null != i && 'object' == typeof i && Object.hasOwn(i, 'cause') && !('cause' in this)) ) { const { cause: s } = i; - (this.cause = s), + ((this.cause = s), s instanceof Error && 'stack' in s && - (this.stack = `${this.stack}\nCAUSE: ${s.stack}`); + (this.stack = `${this.stack}\nCAUSE: ${s.stack}`)); } } }; @@ -39636,10 +39675,10 @@ null != o && 'object' == typeof o && Object.hasOwn(o, 'cause') && !('cause' in this)) ) { const { cause: s } = o; - (this.cause = s), + ((this.cause = s), s instanceof Error && 'stack' in s && - (this.stack = `${this.stack}\nCAUSE: ${s.stack}`); + (this.stack = `${this.stack}\nCAUSE: ${s.stack}`)); } } } @@ -39772,11 +39811,11 @@ s.flags ? s.flags : (s.global ? 'g' : '') + - (s.ignoreCase ? 'i' : '') + - (s.multiline ? 'm' : '') + - (s.sticky ? 'y' : '') + - (s.unicode ? 'u' : '') + - (s.dotAll ? 's' : '') + (s.ignoreCase ? 'i' : '') + + (s.multiline ? 'm' : '') + + (s.sticky ? 'y' : '') + + (s.unicode ? 'u' : '') + + (s.dotAll ? 's' : '') ); } function _arrayFromIterator(s) { @@ -39840,7 +39879,7 @@ for (o in s) !_has(o, s) || (_ && 'length' === o) || (u[u.length] = o); if (Ei) for (i = Oi.length - 1; i >= 0; ) - _has((o = Oi[i]), s) && !Mi(u, o) && (u[u.length] = o), (i -= 1); + (_has((o = Oi[i]), s) && !Mi(u, o) && (u[u.length] = o), (i -= 1)); return u; }) : _curry1(function keys(s) { @@ -40014,7 +40053,7 @@ ); } function _map(s, o) { - for (var i = 0, u = o.length, _ = Array(u); i < u; ) (_[i] = s(o[i])), (i += 1); + for (var i = 0, u = o.length, _ = Array(u); i < u; ) ((_[i] = s(o[i])), (i += 1)); return _; } function _quote(s) { @@ -40065,7 +40104,7 @@ }; } function _arrayReduce(s, o, i) { - for (var u = 0, _ = i.length; u < _; ) (o = s(o, i[u])), (u += 1); + for (var u = 0, _ = i.length; u < _; ) ((o = s(o, i[u])), (u += 1)); return o; } const aa = @@ -40106,7 +40145,7 @@ }; var la = (function () { function XFilter(s, o) { - (this.xf = o), (this.f = s); + ((this.xf = o), (this.f = s)); } return ( (XFilter.prototype['@@transducer/init'] = _xfBase_init), @@ -40127,14 +40166,14 @@ return _isObject(o) ? _arrayReduce( function (i, u) { - return s(o[u]) && (i[u] = o[u]), i; + return (s(o[u]) && (i[u] = o[u]), i); }, {}, Wi(o) ) : (function _filter(s, o) { for (var i = 0, u = o.length, _ = []; i < u; ) - s(o[i]) && (_[_.length] = o[i]), (i += 1); + (s(o[i]) && (_[_.length] = o[i]), (i += 1)); return _; })(s, o); }) @@ -40386,12 +40425,12 @@ return function () { for (var u = [], _ = 0, w = s, x = 0, C = !1; x < o.length || _ < arguments.length; ) { var j; - x < o.length && (!_isPlaceholder(o[x]) || _ >= arguments.length) + (x < o.length && (!_isPlaceholder(o[x]) || _ >= arguments.length) ? (j = o[x]) : ((j = arguments[_]), (_ += 1)), (u[x] = j), _isPlaceholder(j) ? (C = !0) : (w -= 1), - (x += 1); + (x += 1)); } return !C && w <= 0 ? i.apply(this, u) : _arity(Math.max(0, w), _curryN(s, u, i)); }; @@ -40428,12 +40467,12 @@ } var sl = (function () { function XDropLastWhile(s, o) { - (this.f = s), (this.retained = []), (this.xf = o); + ((this.f = s), (this.retained = []), (this.xf = o)); } return ( (XDropLastWhile.prototype['@@transducer/init'] = _xfBase_init), (XDropLastWhile.prototype['@@transducer/result'] = function (s) { - return (this.retained = null), this.xf['@@transducer/result'](s); + return ((this.retained = null), this.xf['@@transducer/result'](s)); }), (XDropLastWhile.prototype['@@transducer/step'] = function (s, o) { return this.f(o) ? this.retain(s, o) : this.flush(s, o); @@ -40446,7 +40485,7 @@ ); }), (XDropLastWhile.prototype.retain = function (s, o) { - return this.retained.push(o), s; + return (this.retained.push(o), s); }), XDropLastWhile ); @@ -40461,7 +40500,7 @@ var vl = _curry1(function flip(s) { return za(s.length, function (o, i) { var u = Array.prototype.slice.call(arguments, 0); - return (u[0] = i), (u[1] = o), s.apply(this, u); + return ((u[0] = i), (u[1] = o), s.apply(this, u)); }); }); const _l = vl(_curry2(_includes)); @@ -40469,7 +40508,7 @@ return pipe(tl(''), ul(_l(s)), yl(''))(o); }); function _iterableReduce(s, o, i) { - for (var u = i.next(); !u.done; ) (o = s(o, u.value)), (u = i.next()); + for (var u = i.next(); !u.done; ) ((o = s(o, u.value)), (u = i.next())); return o; } function _methodReduce(s, o, i, u) { @@ -40478,7 +40517,7 @@ const wl = _createReduce(_arrayReduce, _methodReduce, _iterableReduce); var Sl = (function () { function XMap(s, o) { - (this.xf = o), (this.f = s); + ((this.xf = o), (this.f = s)); } return ( (XMap.prototype['@@transducer/init'] = _xfBase_init), @@ -40506,7 +40545,7 @@ case '[object Object]': return _arrayReduce( function (i, u) { - return (i[u] = s(o[u])), i; + return ((i[u] = s(o[u])), i); }, {}, Wi(o) @@ -40535,8 +40574,8 @@ var u = (s = s || []).length, _ = o.length, w = []; - for (i = 0; i < u; ) (w[w.length] = s[i]), (i += 1); - for (i = 0; i < _; ) (w[w.length] = o[i]), (i += 1); + for (i = 0; i < u; ) ((w[w.length] = s[i]), (i += 1)); + for (i = 0; i < _; ) ((w[w.length] = o[i]), (i += 1)); return w; })(s, kl(i, o)); }, @@ -40625,7 +40664,7 @@ throw TypeError('`'.concat(o, '` must be a string')); }; const Ql = function replaceAll(s, o, i) { - !(function checkArguments(s, o, i) { + (!(function checkArguments(s, o, i) { if (null == i || null == s || null == o) throw TypeError('Input values must not be `null` or `undefined`'); })(s, o, i), @@ -40634,7 +40673,7 @@ (function checkSearchValue(s) { if (!('string' == typeof s || s instanceof String || s instanceof RegExp)) throw TypeError('`searchValue` must be a string or an regexp'); - })(s); + })(s)); var u = new RegExp(Jl(s) ? s : Xl(s), 'g'); return Hl(u, o, i); }; @@ -40687,7 +40726,7 @@ stripHash = (s) => { const o = s.indexOf('#'); let i = s; - return o >= 0 && (i = s.substring(0, o)), i; + return (o >= 0 && (i = s.substring(0, o)), i); }, url_cwd = () => { if (Go.browser) return stripHash(globalThis.location.href); @@ -40708,7 +40747,7 @@ return ((s) => { const o = [/\?/g, '%3F', /#/g, '%23']; let i = s; - isWindows() && (i = i.replace(/\\/g, '/')), (i = encodeURI(i)); + (isWindows() && (i = i.replace(/\\/g, '/')), (i = encodeURI(i))); for (let s = 0; s < o.length; s += 2) i = i.replace(o[s], o[s + 1]); return i; })(toFileSystemPath(s)); @@ -40736,10 +40775,10 @@ function legacy_defineProperties(s, o) { for (var i = 0; i < o.length; i++) { var u = o[i]; - (u.enumerable = u.enumerable || !1), + ((u.enumerable = u.enumerable || !1), (u.configurable = !0), 'value' in u && (u.writable = !0), - Object.defineProperty(s, u.key, u); + Object.defineProperty(s, u.key, u)); } } function _instanceof(s, o) { @@ -40770,7 +40809,7 @@ x = !0 ); } catch (s) { - (C = !0), (_ = s); + ((C = !0), (_ = s)); } finally { try { x || null == i.return || i.return(); @@ -40802,13 +40841,13 @@ ? 'symbol' : typeof s; } - void 0 === globalThis.fetch && (globalThis.fetch = ic), + (void 0 === globalThis.fetch && (globalThis.fetch = ic), void 0 === globalThis.Headers && (globalThis.Headers = lc), void 0 === globalThis.Request && (globalThis.Request = cc), void 0 === globalThis.Response && (globalThis.Response = ac), void 0 === globalThis.FormData && (globalThis.FormData = pc), void 0 === globalThis.File && (globalThis.File = hc), - void 0 === globalThis.Blob && (globalThis.Blob = dc); + void 0 === globalThis.Blob && (globalThis.Blob = dc)); var __typeError = function (s) { throw TypeError(s); }, @@ -40816,7 +40855,7 @@ return o.has(s) || __typeError('Cannot ' + i); }, __privateGet = function (s, o, i) { - return __accessCheck(s, o, 'read from private field'), i ? i.call(s) : o.get(s); + return (__accessCheck(s, o, 'read from private field'), i ? i.call(s) : o.get(s)); }, __privateAdd = function (s, o, i) { return o.has(s) @@ -40826,7 +40865,11 @@ : o.set(s, i); }, __privateSet = function (s, o, i, u) { - return __accessCheck(s, o, 'write to private field'), u ? u.call(s, i) : o.set(s, i), i; + return ( + __accessCheck(s, o, 'write to private field'), + u ? u.call(s, i) : o.set(s, i), + i + ); }, to_string = function (s) { return Object.prototype.toString.call(s); @@ -40891,7 +40934,7 @@ i[L] = s[L]; } } catch (s) { - (w = !0), (x = s); + ((w = !0), (x = s)); } finally { try { _ || null == j.return || j.return(); @@ -40934,14 +40977,14 @@ isLast: !1, update: function update(s) { var o = arguments.length > 1 && void 0 !== arguments[1] && arguments[1]; - $.isRoot || ($.parent.node[$.key] = s), ($.node = s), o && (B = !1); + ($.isRoot || ($.parent.node[$.key] = s), ($.node = s), o && (B = !1)); }, delete: function _delete(s) { - delete $.parent.node[$.key], s && (B = !1); + (delete $.parent.node[$.key], s && (B = !1)); }, remove: function remove(s) { - fc($.parent.node) ? $.parent.node.splice($.key, 1) : delete $.parent.node[$.key], - s && (B = !1); + (fc($.parent.node) ? $.parent.node.splice($.key, 1) : delete $.parent.node[$.key], + s && (B = !1)); }, keys: null, before: function before(s) { @@ -40966,15 +41009,15 @@ if (!w) return $; function update_state() { if ('object' === _type_of($.node) && null !== $.node) { - ($.keys && $.node_ === $.node) || ($.keys = x($.node)), - ($.isLeaf = 0 === $.keys.length); + (($.keys && $.node_ === $.node) || ($.keys = x($.node)), + ($.isLeaf = 0 === $.keys.length)); for (var o = 0; o < _.length; o++) if (_[o].node_ === s) { $.circular = _[o]; break; } - } else ($.isLeaf = !0), ($.keys = null); - ($.notLeaf = !$.isLeaf), ($.notRoot = !$.isRoot); + } else (($.isLeaf = !0), ($.keys = null)); + (($.notLeaf = !$.isLeaf), ($.notRoot = !$.isRoot)); } update_state(); var V = o.call($, $.node); @@ -40982,7 +41025,7 @@ return $; if ('object' === _type_of($.node) && null !== $.node && !$.circular) { var U; - _.push($), update_state(); + (_.push($), update_state()); var z = !0, Y = !1, Z = void 0; @@ -40999,18 +41042,18 @@ le = _sliced_to_array(ee.value, 2), ce = le[0], pe = le[1]; - u.push(pe), L.pre && L.pre.call($, $.node[pe], pe); + (u.push(pe), L.pre && L.pre.call($, $.node[pe], pe)); var de = walker($.node[pe]); - C && Ec.call($.node, pe) && !is_writable($.node, pe) && ($.node[pe] = de.node), + (C && Ec.call($.node, pe) && !is_writable($.node, pe) && ($.node[pe] = de.node), (de.isLast = !!(null === (ae = $.keys) || void 0 === ae ? void 0 : ae.length) && +ce == $.keys.length - 1), (de.isFirst = 0 == +ce), L.post && L.post.call($, de), - u.pop(); + u.pop()); } } catch (s) { - (Y = !0), (Z = s); + ((Y = !0), (Z = s)); } finally { try { z || null == ie.return || ie.return(); @@ -41020,24 +41063,26 @@ } _.pop(); } - return L.after && L.after.call($, $.node), $; + return (L.after && L.after.call($, $.node), $); })(s).node; } var Ic = (function () { function Traverse(s) { var o = arguments.length > 1 && void 0 !== arguments[1] ? arguments[1] : jc; - !(function _class_call_check(s, o) { + (!(function _class_call_check(s, o) { if (!(s instanceof o)) throw new TypeError('Cannot call a class as a function'); })(this, Traverse), __privateAdd(this, kc), __privateAdd(this, Oc), __privateSet(this, kc, s), - __privateSet(this, Oc, o); + __privateSet(this, Oc, o)); } return ( (function _create_class(s, o, i) { return ( - o && legacy_defineProperties(s.prototype, o), i && legacy_defineProperties(s, i), s + o && legacy_defineProperties(s.prototype, o), + i && legacy_defineProperties(s, i), + s ); })(Traverse, [ { @@ -41079,9 +41124,9 @@ u = 0; for (u = 0; u < s.length - 1; u++) { var _ = s[u]; - Ec.call(i, _) || (i[_] = {}), (i = i[_]); + (Ec.call(i, _) || (i[_] = {}), (i = i[_])); } - return (i[s[u]] = o), o; + return ((i[s[u]] = o), o); } }, { @@ -41151,7 +41196,7 @@ for (var _ = 0; _ < s.length; _++) if (s[_] === u) return o[_]; if ('object' === (void 0 === u ? 'undefined' : _type_of(u)) && null !== u) { var w = legacy_copy(u, i); - s.push(u), o.push(w); + (s.push(u), o.push(w)); var x = i.includeSymbols ? own_enumerable_keys : Object.keys, C = !0, j = !1, @@ -41166,7 +41211,7 @@ w[V] = clone(u[V]); } } catch (s) { - (j = !0), (L = s); + ((j = !0), (L = s)); } finally { try { C || null == $.return || $.return(); @@ -41174,7 +41219,7 @@ if (j) throw L; } } - return s.pop(), o.pop(), w; + return (s.pop(), o.pop(), w); } return u; })(__privateGet(this, kc)); @@ -41184,11 +41229,11 @@ Traverse ); })(); - (kc = new WeakMap()), (Oc = new WeakMap()); + ((kc = new WeakMap()), (Oc = new WeakMap())); var traverse = function (s, o) { return new Ic(s, o); }; - (traverse.get = function (s, o, i) { + ((traverse.get = function (s, o, i) { return new Ic(s, i).get(o); }), (traverse.set = function (s, o, i, u) { @@ -41214,7 +41259,7 @@ }), (traverse.clone = function (s, o) { return new Ic(s, o).clone(); - }); + })); var Pc = traverse; const Mc = 'application/json, application/yaml', Nc = 'https://swagger.io', @@ -41381,7 +41426,8 @@ !(function patchValueAlreadyInPath(s, o) { const i = [s]; return ( - o.path.reduce((s, o) => (i.push(s[o]), s[o]), s), pointToAncestor(o.value) + o.path.reduce((s, o) => (i.push(s[o]), s[o]), s), + pointToAncestor(o.value) ); function pointToAncestor(s) { return ( @@ -41506,7 +41552,7 @@ if (isFreelyNamed(w)) return; if (!Array.isArray(s)) { const s = new TypeError('allOf must be an array'); - return (s.fullPath = i), s; + return ((s.fullPath = i), s); } let x = !1, C = _.value; @@ -41527,7 +41573,7 @@ if (x) return null; x = !0; const s = new TypeError('Elements in allOf must be objects'); - return (s.fullPath = i), j.push(s); + return ((s.fullPath = i), j.push(s)); } j.push(u.mergeDeep(w, s)); const _ = (function generateAbsoluteRefPatches( @@ -41577,7 +41623,7 @@ o[_].default = u.parameterMacro(w, x); } catch (s) { const o = new Error(s); - return (o.fullPath = i), o; + return ((o.fullPath = i), o); } } return zo.replace(i, o); @@ -41594,7 +41640,7 @@ _[o].default = u.modelPropertyMacro(_[o]); } catch (s) { const o = new Error(s); - return (o.fullPath = i), o; + return ((o.fullPath = i), o); } return zo.replace(i, _); } @@ -41626,7 +41672,7 @@ : s.slice(0, -1).reduce((s, i) => { if (!s) return s; const { children: u } = s; - return !u[i] && o && (u[i] = context_tree_createNode(null, s)), u[i]; + return (!u[i] && o && (u[i] = context_tree_createNode(null, s)), u[i]); }, this.root); } } @@ -41653,7 +41699,7 @@ return s.filter(o); } constructor(s) { - Object.assign( + (Object.assign( this, { spec: '', @@ -41683,7 +41729,7 @@ .filter(zo.isFunction)), this.patches.push(zo.add([], this.spec)), this.patches.push(zo.context([], this.context)), - this.updatePatches(this.patches); + this.updatePatches(this.patches)); } debug(s, ...o) { this.debugLevel === s && console.log(...o); @@ -41764,7 +41810,7 @@ } updatePluginHistory(s, o) { const i = this.constructor.getPluginName(s); - (this.pluginHistory[i] = this.pluginHistory[i] || []), this.pluginHistory[i].push(o); + ((this.pluginHistory[i] = this.pluginHistory[i] || []), this.pluginHistory[i].push(o)); } updatePatches(s) { zo.normalizeArray(s).forEach((s) => { @@ -41774,11 +41820,11 @@ if (!zo.isObject(s)) return void this.debug('updatePatches', 'Got a non-object patch', s); if ((this.showDebug && this.allPatches.push(s), zo.isPromise(s.value))) - return this.promisedPatches.push(s), void this.promisedPatchThen(s); + return (this.promisedPatches.push(s), void this.promisedPatchThen(s)); if (zo.isContextPatch(s)) return void this.setContext(s.path, s.value); zo.isMutation(s) && this.updateMutations(s); } catch (s) { - console.error(s), this.errors.push(s); + (console.error(s), this.errors.push(s)); } }); } @@ -41801,10 +41847,10 @@ (s.value = s.value .then((o) => { const i = { ...s, value: o }; - this.removePromisedPatch(s), this.updatePatches(i); + (this.removePromisedPatch(s), this.updatePatches(i)); }) .catch((o) => { - this.removePromisedPatch(s), this.updatePatches(o); + (this.removePromisedPatch(s), this.updatePatches(o)); })), s.value ); @@ -41848,7 +41894,7 @@ const s = this.nextPromisedPatch(); if (s) return s.then(() => this.dispatch()).catch(() => this.dispatch()); const o = { spec: this.state, errors: this.errors }; - return this.showDebug && (o.patches = this.allPatches), Promise.resolve(o); + return (this.showDebug && (o.patches = this.allPatches), Promise.resolve(o)); } if ( ((s.pluginCount = s.pluginCount || new WeakMap()), @@ -41875,7 +41921,7 @@ updatePatches(o(i, s.getLib())); } } catch (s) { - console.error(s), updatePatches([Object.assign(Object.create(s), { plugin: o })]); + (console.error(s), updatePatches([Object.assign(Object.create(s), { plugin: o })])); } finally { s.updatePluginHistory(o, { mutationIndex: u }); } @@ -41916,7 +41962,7 @@ } class FileWithData extends File { constructor(s, o = '', i = {}) { - super([s], o, i), (this.data = s); + (super([s], o, i), (this.data = s)); } valueOf() { return this.data; @@ -42143,7 +42189,7 @@ return s; }, new FormData()); })(s.form); - (s.formdata = o), (s.body = o); + ((s.formdata = o), (s.body = o)); } else s.body = encodeFormOrQuery(u); delete s.form; } @@ -42152,13 +42198,13 @@ let w = ''; if (_) { const s = new URLSearchParams(_); - Object.keys(i).forEach((o) => s.delete(o)), (w = String(s)); + (Object.keys(i).forEach((o) => s.delete(o)), (w = String(s))); } const x = ((...s) => { const o = s.filter((s) => s).join('&'); return o ? `?${o}` : ''; })(w, encodeFormOrQuery(i)); - (s.url = u + x), delete s.query; + ((s.url = u + x), delete s.query); } return s; } @@ -42193,7 +42239,7 @@ ? JSON.parse(s) : mn.load(s); })(s, _); - (u.body = o), (u.obj = o); + ((u.body = o), (u.obj = o)); } catch (s) { u.parseError = s; } @@ -42201,22 +42247,22 @@ }); } async function http_http(s, o = {}) { - 'object' == typeof s && (s = (o = s).url), + ('object' == typeof s && (s = (o = s).url), (o.headers = o.headers || {}), (o = serializeRequest(o)).headers && Object.keys(o.headers).forEach((s) => { const i = o.headers[s]; 'string' == typeof i && (o.headers[s] = i.replace(/\n+/g, ' ')); }), - o.requestInterceptor && (o = (await o.requestInterceptor(o)) || o); + o.requestInterceptor && (o = (await o.requestInterceptor(o)) || o)); const i = o.headers['content-type'] || o.headers['Content-Type']; let u; /multipart\/form-data/i.test(i) && (delete o.headers['content-type'], delete o.headers['Content-Type']); try { - (u = await (o.userFetch || fetch)(o.url, o)), + ((u = await (o.userFetch || fetch)(o.url, o)), (u = await serializeResponse(u, s, o)), - o.responseInterceptor && (u = (await o.responseInterceptor(u)) || u); + o.responseInterceptor && (u = (await o.responseInterceptor(u)) || u)); } catch (s) { if (!u) throw s; const o = new Error(u.statusText || `response status is ${u.status}`); @@ -42321,13 +42367,13 @@ const s = u[C]; if (s.length > 1) s.forEach((s, o) => { - (s.__originalOperationId = s.__originalOperationId || s.operationId), - (s.operationId = `${C}${o + 1}`); + ((s.__originalOperationId = s.__originalOperationId || s.operationId), + (s.operationId = `${C}${o + 1}`)); }); else if (void 0 !== x.operationId) { const o = s[0]; - (o.__originalOperationId = o.__originalOperationId || x.operationId), - (o.operationId = C); + ((o.__originalOperationId = o.__originalOperationId || x.operationId), + (o.operationId = C)); } } if ('parameters' !== i) { @@ -42354,7 +42400,7 @@ } } } - return (o.$$normalized = !0), s; + return ((o.$$normalized = !0), s); } const cu = { name: 'generic', @@ -42468,7 +42514,7 @@ } var Ou = (function () { function XAll(s, o) { - (this.xf = o), (this.f = s), (this.all = !0); + ((this.xf = o), (this.f = s), (this.all = !0)); } return ( (XAll.prototype['@@transducer/init'] = _xfBase_init), @@ -42504,7 +42550,7 @@ const ju = Au; class Annotation extends Cu.Om { constructor(s, o, i) { - super(s, o, i), (this.element = 'annotation'); + (super(s, o, i), (this.element = 'annotation')); } get code() { return this.attributes.get('code'); @@ -42516,13 +42562,13 @@ const Iu = Annotation; class Comment extends Cu.Om { constructor(s, o, i) { - super(s, o, i), (this.element = 'comment'); + (super(s, o, i), (this.element = 'comment')); } } const Pu = Comment; class ParseResult extends Cu.wE { constructor(s, o, i) { - super(s, o, i), (this.element = 'parseResult'); + (super(s, o, i), (this.element = 'parseResult')); } get api() { return this.children.filter((s) => s.classes.contains('api')).first; @@ -42559,7 +42605,7 @@ const Mu = ParseResult; class SourceMap extends Cu.wE { constructor(s, o, i) { - super(s, o, i), (this.element = 'sourceMap'); + (super(s, o, i), (this.element = 'sourceMap')); } get positionStart() { return this.children.filter((s) => s.classes.contains('position')).get(0); @@ -42571,7 +42617,7 @@ if (void 0 === s) return; const o = new Cu.wE([s.start.row, s.start.column, s.start.char]), i = new Cu.wE([s.end.row, s.end.column, s.end.char]); - o.classes.push('position'), i.classes.push('position'), this.push(o).push(i); + (o.classes.push('position'), i.classes.push('position'), this.push(o).push(i)); } } const Tu = SourceMap, @@ -42738,7 +42784,7 @@ const ee = { ...z, replaceWith(s, o) { - z.replaceWith(s, o), (Y = s); + (z.replaceWith(s, o), (Y = s)); } }; for (let L = 0; L < s.length; L += 1) @@ -42757,7 +42803,7 @@ if (o === _) return o; if (void 0 !== o) { if (!x) return o; - (Y = o), (Z = !0); + ((Y = o), (Z = !0)); } } } @@ -42769,7 +42815,7 @@ const z = { ...V, replaceWith(s, o) { - V.replaceWith(s, o), (U = s); + (V.replaceWith(s, o), (U = s)); } }; for (let _ = 0; _ < s.length; _ += 1) @@ -42809,7 +42855,7 @@ const ee = { ...z, replaceWith(s, o) { - z.replaceWith(s, o), (Y = s); + (z.replaceWith(s, o), (Y = s)); } }; for (let L = 0; L < s.length; L += 1) @@ -42823,7 +42869,7 @@ if (o === _) return o; if (void 0 !== o) { if (!x) return o; - (Y = o), (Z = !0); + ((Y = o), (Z = !0)); } } } @@ -42835,7 +42881,7 @@ const z = { ...V, replaceWith(s, o) { - V.replaceWith(s, o), (U = s); + (V.replaceWith(s, o), (U = s)); } }; for (let _ = 0; _ < s.length; _ += 1) @@ -42894,7 +42940,7 @@ ae = B(ae); for (const [s, o] of ie) ae[s] = o; } - (ee = U.index), (Z = U.keys), (ie = U.edits), (Y = U.inArray), (U = U.prev); + ((ee = U.index), (Z = U.keys), (ie = U.edits), (Y = U.inArray), (U = U.prev)); } else if (z !== w && void 0 !== z) { if (((i = Y ? ee : Z[ee]), (ae = z[i]), ae === w || void 0 === ae)) continue; le.push(i); @@ -42912,8 +42958,8 @@ for (const [s, i] of Object.entries(u)) o[s] = i; const _ = { replaceWith(o, u) { - 'function' == typeof u ? u(o, ae, i, z, le, ce) : z && (z[i] = o), - s || (ae = o); + ('function' == typeof u ? u(o, ae, i, z, le, ce) : z && (z[i] = o), + s || (ae = o)); } }; ye = w.call(o, ae, i, z, le, ce, _); @@ -42939,13 +42985,13 @@ } var de; if ((void 0 === ye && fe && ie.push([i, ae]), !s)) - (U = { inArray: Y, index: ee, keys: Z, edits: ie, prev: U }), + ((U = { inArray: Y, index: ee, keys: Z, edits: ie, prev: U }), (Y = Array.isArray(ae)), (Z = Y ? ae : null !== (de = V[j(ae)]) && void 0 !== de ? de : []), (ee = -1), (ie = []), z !== w && void 0 !== z && ce.push(z), - (z = ae); + (z = ae)); } while (void 0 !== U); return 0 !== ie.length ? ie[ie.length - 1][1] : s; }; @@ -42993,7 +43039,7 @@ ae = B(ae); for (const [s, o] of ie) ae[s] = o; } - (ee = U.index), (Z = U.keys), (ie = U.edits), (Y = U.inArray), (U = U.prev); + ((ee = U.index), (Z = U.keys), (ie = U.edits), (Y = U.inArray), (U = U.prev)); } else if (z !== w && void 0 !== z) { if (((i = Y ? ee : Z[ee]), (ae = z[i]), ae === w || void 0 === ae)) continue; le.push(i); @@ -43010,8 +43056,8 @@ for (const [s, i] of Object.entries(u)) o[s] = i; const _ = { replaceWith(o, u) { - 'function' == typeof u ? u(o, ae, i, z, le, ce) : z && (z[i] = o), - s || (ae = o); + ('function' == typeof u ? u(o, ae, i, z, le, ce) : z && (z[i] = o), + s || (ae = o)); } }; fe = await w.call(o, ae, i, z, le, ce, _); @@ -43032,20 +43078,20 @@ } var pe; if ((void 0 === fe && de && ie.push([i, ae]), !s)) - (U = { inArray: Y, index: ee, keys: Z, edits: ie, prev: U }), + ((U = { inArray: Y, index: ee, keys: Z, edits: ie, prev: U }), (Y = Array.isArray(ae)), (Z = Y ? ae : null !== (pe = V[j(ae)]) && void 0 !== pe ? pe : []), (ee = -1), (ie = []), z !== w && void 0 !== z && ce.push(z), - (z = ae); + (z = ae)); } while (void 0 !== U); return 0 !== ie.length ? ie[ie.length - 1][1] : s; }; const Gu = class CloneError extends Jo { value; constructor(s, o) { - super(s, o), void 0 !== o && (this.value = o.value); + (super(s, o), void 0 !== o && (this.value = o.value)); } }; const Yu = class DeepCloneError extends Gu {}; @@ -43059,19 +43105,19 @@ w = Nu(o) ? cloneDeep(o, u) : o, x = Nu(_) ? cloneDeep(_, u) : _, C = new Cu.KeyValuePair(w, x); - return i.set(s, C), C; + return (i.set(s, C), C); } if (s instanceof Cu.ot) { const mapper = (s) => cloneDeep(s, u), o = [...s].map(mapper), _ = new Cu.ot(o); - return i.set(s, _), _; + return (i.set(s, _), _); } if (s instanceof Cu.G6) { const mapper = (s) => cloneDeep(s, u), o = [...s].map(mapper), _ = new Cu.G6(o); - return i.set(s, _), _; + return (i.set(s, _), _); } if (Nu(s)) { const o = cloneShallow(s); @@ -43183,10 +43229,10 @@ returnOnTrue; returnOnFalse; constructor({ predicate: s = es_F, returnOnTrue: o, returnOnFalse: i } = {}) { - (this.result = []), + ((this.result = []), (this.predicate = s), (this.returnOnTrue = o), - (this.returnOnFalse = i); + (this.returnOnFalse = i)); } enter(s) { return this.predicate(s) @@ -43245,13 +43291,13 @@ content = []; reference = void 0; constructor(s) { - (this.content = s), (this.reference = []); + ((this.content = s), (this.reference = [])); } toReference() { return this.reference; } toArray() { - return this.reference.push(...this.content), this.reference; + return (this.reference.push(...this.content), this.reference); } }; const rp = class EphemeralObject { @@ -43259,7 +43305,7 @@ content = []; reference = void 0; constructor(s) { - (this.content = s), (this.reference = {}); + ((this.content = s), (this.reference = {})); } toReference() { return this.reference; @@ -43273,7 +43319,7 @@ enter: (s) => { if (this.references.has(s)) return this.references.get(s).toReference(); const o = new rp(s.content); - return this.references.set(s, o), o; + return (this.references.set(s, o), o); } }; EphemeralObject = { leave: (s) => s.toObject() }; @@ -43282,7 +43328,7 @@ enter: (s) => { if (this.references.has(s)) return this.references.get(s).toReference(); const o = new tp(s.content); - return this.references.set(s, o), o; + return (this.references.set(s, o), o); } }; EphemeralArray = { leave: (s) => s.toArray() }; @@ -43409,17 +43455,17 @@ const _p = bp; class Namespace extends Cu.g$ { constructor() { - super(), + (super(), this.register('annotation', Iu), this.register('comment', Pu), this.register('parseResult', Mu), - this.register('sourceMap', Tu); + this.register('sourceMap', Tu)); } } const Ep = new Namespace(), createNamespace = (s) => { const o = new Namespace(); - return ku(s) && o.use(s), o; + return (ku(s) && o.use(s), o); }, wp = Ep, toolbox = () => ({ predicates: { ...le }, namespace: wp }), @@ -43436,7 +43482,7 @@ j = mergeAll(C.map(La({}, 'visitor')), { ...w }); C.forEach(_p(['pre'], [])); const L = visitor_visit(s, j, w); - return C.forEach(_p(['post'], [])), L; + return (C.forEach(_p(['post'], [])), L); }; dispatchPluginsSync[Symbol.for('nodejs.util.promisify.custom')] = async (s, o, i = {}) => { if (0 === o.length) return s; @@ -43449,7 +43495,7 @@ B = j(C.map(La({}, 'visitor')), { ...w }); await Promise.allSettled(C.map(_p(['pre'], []))); const $ = await L(s, B, w); - return await Promise.allSettled(C.map(_p(['post'], []))), $; + return (await Promise.allSettled(C.map(_p(['post'], []))), $); }; const refract = (s, { Type: o, plugins: i = [] }) => { const u = new o(s); @@ -43467,7 +43513,7 @@ (s) => (o, i = {}) => refract(o, { ...i, Type: s }); - (Cu.Sh.refract = createRefractor(Cu.Sh)), + ((Cu.Sh.refract = createRefractor(Cu.Sh)), (Cu.wE.refract = createRefractor(Cu.wE)), (Cu.Om.refract = createRefractor(Cu.Om)), (Cu.bd.refract = createRefractor(Cu.bd)), @@ -43478,12 +43524,12 @@ (Iu.refract = createRefractor(Iu)), (Pu.refract = createRefractor(Pu)), (Mu.refract = createRefractor(Mu)), - (Tu.refract = createRefractor(Tu)); + (Tu.refract = createRefractor(Tu))); const computeEdges = (s, o = new WeakMap()) => ( $u(s) ? (o.set(s.key, s), computeEdges(s.key, o), o.set(s.value, s), computeEdges(s.value, o)) : s.children.forEach((i) => { - o.set(i, s), computeEdges(i, o); + (o.set(i, s), computeEdges(i, o)); }), o ); @@ -43533,7 +43579,7 @@ const Op = class CompilationJsonPointerError extends Cp { tokens; constructor(s, o) { - super(s, o), void 0 !== o && (this.tokens = [...o.tokens]); + (super(s, o), void 0 !== o && (this.tokens = [...o.tokens])); } }, es_compile = (s) => { @@ -43573,7 +43619,7 @@ const Rp = Wl(Number.isInteger) ? za(1, Ea(Number.isInteger, Number)) : Np; var Dp = (function () { function XTake(s, o) { - (this.xf = o), (this.n = s), (this.i = 0); + ((this.xf = o), (this.n = s), (this.i = 0)); } return ( (XTake.prototype['@@transducer/init'] = _xfBase_init), @@ -43603,7 +43649,7 @@ const qp = ra(''); var $p = (function () { function XDropWhile(s, o) { - (this.xf = o), (this.f = s); + ((this.xf = o), (this.f = s)); } return ( (XDropWhile.prototype['@@transducer/init'] = _xfBase_init), @@ -43642,7 +43688,7 @@ const Wp = class InvalidJsonPointerError extends Cp { pointer; constructor(s, o) { - super(s, o), void 0 !== o && (this.pointer = o.pointer); + (super(s, o), void 0 !== o && (this.pointer = o.pointer)); } }, uriToPointer = (s) => { @@ -43675,13 +43721,13 @@ failedTokenPosition; element; constructor(s, o) { - super(s, o), + (super(s, o), void 0 !== o && ((this.pointer = o.pointer), Array.isArray(o.tokens) && (this.tokens = [...o.tokens]), (this.failedToken = o.failedToken), (this.failedTokenPosition = o.failedTokenPosition), - (this.element = o.element)); + (this.element = o.element))); } }, es_evaluate = (s, o) => { @@ -43738,13 +43784,13 @@ }; class Callback extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'callback'); + (super(s, o, i), (this.element = 'callback')); } } const Hp = Callback; class Components extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'components'); + (super(s, o, i), (this.element = 'components')); } get schemas() { return this.get('schemas'); @@ -43804,7 +43850,7 @@ const Jp = Components; class Contact extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'contact'); + (super(s, o, i), (this.element = 'contact')); } get name() { return this.get('name'); @@ -43828,7 +43874,7 @@ const Gp = Contact; class Discriminator extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'discriminator'); + (super(s, o, i), (this.element = 'discriminator')); } get propertyName() { return this.get('propertyName'); @@ -43846,7 +43892,7 @@ const Yp = Discriminator; class Encoding extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'encoding'); + (super(s, o, i), (this.element = 'encoding')); } get contentType() { return this.get('contentType'); @@ -43882,7 +43928,7 @@ const Xp = Encoding; class Example extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'example'); + (super(s, o, i), (this.element = 'example')); } get summary() { return this.get('summary'); @@ -43912,7 +43958,7 @@ const Zp = Example; class ExternalDocumentation extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'externalDocumentation'); + (super(s, o, i), (this.element = 'externalDocumentation')); } get description() { return this.get('description'); @@ -43930,7 +43976,7 @@ const Qp = ExternalDocumentation; class Header extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'header'); + (super(s, o, i), (this.element = 'header')); } get required() { return this.hasKey('required') ? this.get('required') : new Cu.bd(!1); @@ -44005,7 +44051,7 @@ const th = Header; class Info extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'info'), this.classes.push('info'); + (super(s, o, i), (this.element = 'info'), this.classes.push('info')); } get title() { return this.get('title'); @@ -44047,7 +44093,7 @@ const rh = Info; class License extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'license'); + (super(s, o, i), (this.element = 'license')); } get name() { return this.get('name'); @@ -44065,7 +44111,7 @@ const uh = License; class Link extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'link'); + (super(s, o, i), (this.element = 'link')); } get operationRef() { return this.get('operationRef'); @@ -44122,7 +44168,7 @@ const dh = Link; class MediaType extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'mediaType'); + (super(s, o, i), (this.element = 'mediaType')); } get schema() { return this.get('schema'); @@ -44152,7 +44198,7 @@ const fh = MediaType; class OAuthFlow extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'oAuthFlow'); + (super(s, o, i), (this.element = 'oAuthFlow')); } get authorizationUrl() { return this.get('authorizationUrl'); @@ -44182,7 +44228,7 @@ const vh = OAuthFlow; class OAuthFlows extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'oAuthFlows'); + (super(s, o, i), (this.element = 'oAuthFlows')); } get implicit() { return this.get('implicit'); @@ -44212,16 +44258,16 @@ const _h = OAuthFlows; class Openapi extends Cu.Om { constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), (this.element = 'openapi'), this.classes.push('spec-version'), - this.classes.push('version'); + this.classes.push('version')); } } const wh = Openapi; class OpenApi3_0 extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'openApi3_0'), this.classes.push('api'); + (super(s, o, i), (this.element = 'openApi3_0'), this.classes.push('api')); } get openapi() { return this.get('openapi'); @@ -44275,7 +44321,7 @@ const Oh = OpenApi3_0; class Operation extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'operation'); + (super(s, o, i), (this.element = 'operation')); } get tags() { return this.get('tags'); @@ -44353,7 +44399,7 @@ const jh = Operation; class Parameter extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'parameter'); + (super(s, o, i), (this.element = 'parameter')); } get name() { return this.get('name'); @@ -44440,7 +44486,7 @@ const Ih = Parameter; class PathItem extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'pathItem'); + (super(s, o, i), (this.element = 'pathItem')); } get $ref() { return this.get('$ref'); @@ -44524,13 +44570,13 @@ const Ph = PathItem; class Paths extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'paths'); + (super(s, o, i), (this.element = 'paths')); } } const Rh = Paths; class Reference extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'reference'), this.classes.push('openapi-reference'); + (super(s, o, i), (this.element = 'reference'), this.classes.push('openapi-reference')); } get $ref() { return this.get('$ref'); @@ -44542,7 +44588,7 @@ const Dh = Reference; class RequestBody extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'requestBody'); + (super(s, o, i), (this.element = 'requestBody')); } get description() { return this.get('description'); @@ -44566,7 +44612,7 @@ const Lh = RequestBody; class Response_Response extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'response'); + (super(s, o, i), (this.element = 'response')); } get description() { return this.get('description'); @@ -44596,7 +44642,7 @@ const Fh = Response_Response; class Responses extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'responses'); + (super(s, o, i), (this.element = 'responses')); } get default() { return this.get('default'); @@ -44609,7 +44655,7 @@ const Hh = class UnsupportedOperationError extends Ho {}; class JSONSchema extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'JSONSchemaDraft4'); + (super(s, o, i), (this.element = 'JSONSchemaDraft4')); } get idProp() { return this.get('id'); @@ -44837,7 +44883,7 @@ const Jh = JSONSchema; class JSONReference extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'JSONReference'), this.classes.push('json-reference'); + (super(s, o, i), (this.element = 'JSONReference'), this.classes.push('json-reference')); } get $ref() { return this.get('$ref'); @@ -44849,7 +44895,7 @@ const Gh = JSONReference; class Media extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'media'); + (super(s, o, i), (this.element = 'media')); } get binaryEncoding() { return this.get('binaryEncoding'); @@ -44867,7 +44913,7 @@ const Qh = Media; class LinkDescription extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'linkDescription'); + (super(s, o, i), (this.element = 'linkDescription')); } get href() { return this.get('href'); @@ -44922,7 +44968,7 @@ var sd = _curry2(function mapObjIndexed(s, o) { return _arrayReduce( function (i, u) { - return (i[u] = s(o[u], u, o)), i; + return ((i[u] = s(o[u], u, o)), i); }, {}, Wi(o) @@ -44936,7 +44982,7 @@ if (0 === s.length || ld(o)) return !1; for (var i = o, u = 0; u < s.length; ) { if (ld(i) || !_has(s[u], i)) return !1; - (i = i[s[u]]), (u += 1); + ((i = i[s[u]]), (u += 1)); } return !0; }); @@ -44983,21 +45029,21 @@ Fu(s) && s.forEach((s, o, _) => { const w = cloneShallow(_); - (w.value = cloneUnlessOtherwiseSpecified(s, i)), u.content.push(w); + ((w.value = cloneUnlessOtherwiseSpecified(s, i)), u.content.push(w)); }), o.forEach((o, _, w) => { const x = serializers_value(_); let C; if (Fu(s) && s.hasKey(x) && i.isMergeableElement(o)) { const u = s.get(x); - (C = cloneShallow(w)), + ((C = cloneShallow(w)), (C.value = ((s, o) => { if ('function' != typeof o.customMerge) return deepmerge; const i = o.customMerge(s, o); return 'function' == typeof i ? i : deepmerge; - })(_, i)(u, o)); - } else (C = cloneShallow(w)), (C.value = cloneUnlessOtherwiseSpecified(o, i)); - u.remove(x), u.content.push(C); + })(_, i)(u, o))); + } else ((C = cloneShallow(w)), (C.value = cloneUnlessOtherwiseSpecified(o, i))); + (u.remove(x), u.content.push(C)); }), u ); @@ -45009,12 +45055,12 @@ function deepmerge(s, o, i) { var u, _, w; const x = { ...vd, ...i }; - (x.isMergeableElement = + ((x.isMergeableElement = null !== (u = x.isMergeableElement) && void 0 !== u ? u : vd.isMergeableElement), (x.arrayElementMerge = null !== (_ = x.arrayElementMerge) && void 0 !== _ ? _ : vd.arrayElementMerge), (x.objectElementMerge = - null !== (w = x.objectElementMerge) && void 0 !== w ? w : vd.objectElementMerge); + null !== (w = x.objectElementMerge) && void 0 !== w ? w : vd.objectElementMerge)); const C = qu(o); if (!(C === qu(s))) return cloneUnlessOtherwiseSpecified(o, x); const j = @@ -45040,16 +45086,16 @@ Object.assign(this, s); } copyMetaAndAttributes(s, o) { - (s.meta.length > 0 || o.meta.length > 0) && + ((s.meta.length > 0 || o.meta.length > 0) && ((o.meta = deepmerge(o.meta, s.meta)), hasElementSourceMap(s) && o.meta.set('sourceMap', s.meta.get('sourceMap'))), (s.attributes.length > 0 || s.meta.length > 0) && - (o.attributes = deepmerge(o.attributes, s.attributes)); + (o.attributes = deepmerge(o.attributes, s.attributes))); } }; const Ed = class FallbackVisitor extends _d { enter(s) { - return (this.element = cloneDeep(s)), Ju; + return ((this.element = cloneDeep(s)), Ju); } }, copyProps = (s, o, i = []) => { @@ -45088,7 +45134,7 @@ -1 === x.indexOf(u) && (copyProps(w, u, ['constructor', ...i]), x.push(u)); } } - return (w.constructor = o), w; + return ((w.constructor = o), w); }, unique = (s) => s.filter((o, i) => s.indexOf(o) == i), getIngredientWithProp = (s, o) => { @@ -45124,7 +45170,7 @@ const _ = getIngredientWithProp(i, s); if (void 0 === _) throw new Error('Cannot set new properties on Proxies created by ts-mixer'); - return (_[i] = u), !0; + return ((_[i] = u), !0); }, deleteProperty() { throw new Error('Cannot delete properties on Proxies created by ts-mixer'); @@ -45196,7 +45242,7 @@ ...(null !== (o = getMixinsForClass(s)) && void 0 !== o ? o : []) ].filter((s) => !i.has(s)); for (let s of w) u.add(s); - i.add(s), u.delete(s); + (i.add(s), u.delete(s)); } return [...i]; })(...s) @@ -45210,7 +45256,7 @@ }, getDecoratorsForClass = (s) => { let o = Od.get(s); - return o || ((o = {}), Od.set(s, o)), o; + return (o || ((o = {}), Od.set(s, o)), o); }; function Mixin(...s) { var o, i, u; @@ -45229,7 +45275,7 @@ null !== w && 'function' == typeof this[w] && this[w].apply(this, o); } var x, C; - (MixedClass.prototype = + ((MixedClass.prototype = 'copy' === xd ? hardMixProtos(_, MixedClass) : ((x = _), (C = MixedClass), proxyMix([...x, { constructor: C }]))), @@ -45238,7 +45284,7 @@ 'copy' === Sd ? hardMixProtos(s, null, ['prototype']) : proxyMix(s, Function.prototype) - ); + )); let j = MixedClass; if ('none' !== kd) { const _ = @@ -45256,17 +45302,17 @@ const o = s(j); o && (j = o); } - applyPropAndMethodDecorators( + (applyPropAndMethodDecorators( null !== (i = null == _ ? void 0 : _.static) && void 0 !== i ? i : {}, j ), applyPropAndMethodDecorators( null !== (u = null == _ ? void 0 : _.instance) && void 0 !== u ? u : {}, j.prototype - ); + )); } var L, B; - return (L = j), (B = s), Cd.set(L, B), j; + return ((L = j), (B = s), Cd.set(L, B), j); } const applyPropAndMethodDecorators = (s, o) => { const i = s.property, @@ -45276,14 +45322,14 @@ for (let s in u) for (let i of u[s]) i(o, s, Object.getOwnPropertyDescriptor(o, s)); }; const Ad = _curry2(function pick(s, o) { - for (var i = {}, u = 0; u < s.length; ) s[u] in o && (i[s[u]] = o[s[u]]), (u += 1); + for (var i = {}, u = 0; u < s.length; ) (s[u] in o && (i[s[u]] = o[s[u]]), (u += 1)); return i; }); const Id = class SpecificationVisitor extends _d { specObj; passingOptionsNames = ['specObj']; constructor({ specObj: s, ...o }) { - super({ ...o }), (this.specObj = s); + (super({ ...o }), (this.specObj = s)); } retrievePassingOptions() { return Ad(this.passingOptionsNames, this); @@ -45312,7 +45358,7 @@ specPath; ignoredFields; constructor({ specPath: s, ignoredFields: o, ...i }) { - super({ ...i }), (this.specPath = s), (this.ignoredFields = o || []); + (super({ ...i }), (this.specPath = s), (this.ignoredFields = o || [])); } ObjectElement(s) { const o = this.specPath(s), @@ -45326,9 +45372,9 @@ ) { const i = this.toRefractedElement([...o, 'fixedFields', serializers_value(u)], s), w = new Cu.Pr(cloneDeep(u), i); - this.copyMetaAndAttributes(_, w), + (this.copyMetaAndAttributes(_, w), w.classes.push('fixed-field'), - this.element.content.push(w); + this.element.content.push(w)); } else this.ignoredFields.includes(serializers_value(u)) || this.element.content.push(cloneDeep(_)); @@ -45340,9 +45386,9 @@ }; class JSONSchemaVisitor extends Mixin(Md, Ed) { constructor(s) { - super(s), + (super(s), (this.element = new Jh()), - (this.specPath = Tl(['document', 'objects', 'JSONSchema'])); + (this.specPath = Tl(['document', 'objects', 'JSONSchema']))); } } const Td = JSONSchemaVisitor; @@ -45358,7 +45404,7 @@ const o = isJSONReferenceLikeElement(s) ? ['document', 'objects', 'JSONReference'] : ['document', 'objects', 'JSONSchema']; - return (this.element = this.toRefractedElement(o, s)), Ju; + return ((this.element = this.toRefractedElement(o, s)), Ju); } ArrayElement(s) { return ( @@ -45380,7 +45426,7 @@ const Dd = class RequiredVisitor extends Ed { ArrayElement(s) { const o = this.enter(s); - return this.element.classes.push('json-schema-required'), o; + return (this.element.classes.push('json-schema-required'), o); } }; const Ld = _curry1(function allPass(s) { @@ -45419,10 +45465,10 @@ ignoredFields; fieldPatternPredicate = es_F; constructor({ specPath: s, ignoredFields: o, fieldPatternPredicate: i, ...u }) { - super({ ...u }), + (super({ ...u }), (this.specPath = s), (this.ignoredFields = o || []), - 'function' == typeof i && (this.fieldPatternPredicate = i); + 'function' == typeof i && (this.fieldPatternPredicate = i)); } ObjectElement(s) { return ( @@ -45434,9 +45480,9 @@ const u = this.specPath(s), _ = this.toRefractedElement(u, s), w = new Cu.Pr(cloneDeep(o), _); - this.copyMetaAndAttributes(i, w), + (this.copyMetaAndAttributes(i, w), w.classes.push('patterned-field'), - this.element.content.push(w); + this.element.content.push(w)); } else this.ignoredFields.includes(serializers_value(o)) || this.element.content.push(cloneDeep(i)); @@ -45448,64 +45494,66 @@ }; const Wd = class MapVisitor extends Ud { constructor(s) { - super(s), (this.fieldPatternPredicate = Vd); + (super(s), (this.fieldPatternPredicate = Vd)); } }; class PropertiesVisitor extends Mixin(Wd, Nd, Ed) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('json-schema-properties'), (this.specPath = (s) => isJSONReferenceLikeElement(s) ? ['document', 'objects', 'JSONReference'] - : ['document', 'objects', 'JSONSchema']); + : ['document', 'objects', 'JSONSchema'])); } } const Kd = PropertiesVisitor; class PatternPropertiesVisitor extends Mixin(Wd, Nd, Ed) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('json-schema-patternProperties'), (this.specPath = (s) => isJSONReferenceLikeElement(s) ? ['document', 'objects', 'JSONReference'] - : ['document', 'objects', 'JSONSchema']); + : ['document', 'objects', 'JSONSchema'])); } } const Hd = PatternPropertiesVisitor; class DependenciesVisitor extends Mixin(Wd, Nd, Ed) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('json-schema-dependencies'), (this.specPath = (s) => isJSONReferenceLikeElement(s) ? ['document', 'objects', 'JSONReference'] - : ['document', 'objects', 'JSONSchema']); + : ['document', 'objects', 'JSONSchema'])); } } const Jd = DependenciesVisitor; const Gd = class EnumVisitor extends Ed { ArrayElement(s) { const o = this.enter(s); - return this.element.classes.push('json-schema-enum'), o; + return (this.element.classes.push('json-schema-enum'), o); } }; const Yd = class TypeVisitor extends Ed { StringElement(s) { const o = this.enter(s); - return this.element.classes.push('json-schema-type'), o; + return (this.element.classes.push('json-schema-type'), o); } ArrayElement(s) { const o = this.enter(s); - return this.element.classes.push('json-schema-type'), o; + return (this.element.classes.push('json-schema-type'), o); } }; class AllOfVisitor extends Mixin(Id, Nd, Ed) { constructor(s) { - super(s), (this.element = new Cu.wE()), this.element.classes.push('json-schema-allOf'); + (super(s), + (this.element = new Cu.wE()), + this.element.classes.push('json-schema-allOf')); } ArrayElement(s) { return ( @@ -45524,7 +45572,9 @@ const Xd = AllOfVisitor; class AnyOfVisitor extends Mixin(Id, Nd, Ed) { constructor(s) { - super(s), (this.element = new Cu.wE()), this.element.classes.push('json-schema-anyOf'); + (super(s), + (this.element = new Cu.wE()), + this.element.classes.push('json-schema-anyOf')); } ArrayElement(s) { return ( @@ -45543,7 +45593,9 @@ const Zd = AnyOfVisitor; class OneOfVisitor extends Mixin(Id, Nd, Ed) { constructor(s) { - super(s), (this.element = new Cu.wE()), this.element.classes.push('json-schema-oneOf'); + (super(s), + (this.element = new Cu.wE()), + this.element.classes.push('json-schema-oneOf')); } ArrayElement(s) { return ( @@ -45562,19 +45614,21 @@ const Qd = OneOfVisitor; class DefinitionsVisitor extends Mixin(Wd, Nd, Ed) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('json-schema-definitions'), (this.specPath = (s) => isJSONReferenceLikeElement(s) ? ['document', 'objects', 'JSONReference'] - : ['document', 'objects', 'JSONSchema']); + : ['document', 'objects', 'JSONSchema'])); } } const ef = DefinitionsVisitor; class LinksVisitor extends Mixin(Id, Nd, Ed) { constructor(s) { - super(s), (this.element = new Cu.wE()), this.element.classes.push('json-schema-links'); + (super(s), + (this.element = new Cu.wE()), + this.element.classes.push('json-schema-links')); } ArrayElement(s) { return ( @@ -45590,20 +45644,20 @@ const rf = LinksVisitor; class JSONReferenceVisitor extends Mixin(Md, Ed) { constructor(s) { - super(s), + (super(s), (this.element = new Gh()), - (this.specPath = Tl(['document', 'objects', 'JSONReference'])); + (this.specPath = Tl(['document', 'objects', 'JSONReference']))); } ObjectElement(s) { const o = Md.prototype.ObjectElement.call(this, s); - return Ru(this.element.$ref) && this.element.classes.push('reference-element'), o; + return (Ru(this.element.$ref) && this.element.classes.push('reference-element'), o); } } const of = JSONReferenceVisitor; const af = class $RefVisitor extends Ed { StringElement(s) { const o = this.enter(s); - return this.element.classes.push('reference-value'), o; + return (this.element.classes.push('reference-value'), o); } }; const lf = _curry3(function ifElse(s, o, i) { @@ -45693,39 +45747,39 @@ const kf = class AlternatingVisitor extends Id { alternator; constructor({ alternator: s, ...o }) { - super({ ...o }), (this.alternator = s); + (super({ ...o }), (this.alternator = s)); } enter(s) { const o = this.alternator.map(({ predicate: s, specPath: o }) => lf(s, Tl(o), Nl)), i = xf(o)(s); - return (this.element = this.toRefractedElement(i, s)), Ju; + return ((this.element = this.toRefractedElement(i, s)), Ju); } }; const Cf = class SchemaOrReferenceVisitor extends kf { constructor(s) { - super(s), + (super(s), (this.alternator = [ { predicate: isJSONReferenceLikeElement, specPath: ['document', 'objects', 'JSONReference'] }, { predicate: es_T, specPath: ['document', 'objects', 'JSONSchema'] } - ]); + ])); } }; class MediaVisitor extends Mixin(Md, Ed) { constructor(s) { - super(s), + (super(s), (this.element = new Qh()), - (this.specPath = Tl(['document', 'objects', 'Media'])); + (this.specPath = Tl(['document', 'objects', 'Media']))); } } const Of = MediaVisitor; class LinkDescriptionVisitor extends Mixin(Md, Ed) { constructor(s) { - super(s), + (super(s), (this.element = new td()), - (this.specPath = Tl(['document', 'objects', 'LinkDescription'])); + (this.specPath = Tl(['document', 'objects', 'LinkDescription']))); } } const jf = { @@ -45871,7 +45925,7 @@ (s) => (o, i = {}) => refractor_refract(o, { specPath: s, ...i }); - (Jh.refract = refractor_createRefractor([ + ((Jh.refract = refractor_createRefractor([ 'visitors', 'document', 'objects', @@ -45898,10 +45952,10 @@ 'objects', 'LinkDescription', '$visitor' - ])); + ]))); const Wf = class Schema_Schema extends Jh { constructor(s, o, i) { - super(s, o, i), (this.element = 'schema'), this.classes.push('json-schema-draft-4'); + (super(s, o, i), (this.element = 'schema'), this.classes.push('json-schema-draft-4')); } get idProp() { throw new Hh('idProp getter in Schema class is not not supported.'); @@ -46026,13 +46080,13 @@ }; class SecurityRequirement extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'securityRequirement'); + (super(s, o, i), (this.element = 'securityRequirement')); } } const Hf = SecurityRequirement; class SecurityScheme extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'securityScheme'); + (super(s, o, i), (this.element = 'securityScheme')); } get type() { return this.get('type'); @@ -46086,7 +46140,7 @@ const Jf = SecurityScheme; class Server extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'server'); + (super(s, o, i), (this.element = 'server')); } get url() { return this.get('url'); @@ -46110,7 +46164,7 @@ const Gf = Server; class ServerVariable extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'serverVariable'); + (super(s, o, i), (this.element = 'serverVariable')); } get enum() { return this.get('enum'); @@ -46134,7 +46188,7 @@ const Xf = ServerVariable; class Tag extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'tag'); + (super(s, o, i), (this.element = 'tag')); } get name() { return this.get('name'); @@ -46158,7 +46212,7 @@ const Qf = Tag; class Xml extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'xml'); + (super(s, o, i), (this.element = 'xml')); } get name() { return this.get('name'); @@ -46198,16 +46252,16 @@ Object.assign(this, s); } copyMetaAndAttributes(s, o) { - (s.meta.length > 0 || o.meta.length > 0) && + ((s.meta.length > 0 || o.meta.length > 0) && ((o.meta = deepmerge(o.meta, s.meta)), hasElementSourceMap(s) && o.meta.set('sourceMap', s.meta.get('sourceMap'))), (s.attributes.length > 0 || s.meta.length > 0) && - (o.attributes = deepmerge(o.attributes, s.attributes)); + (o.attributes = deepmerge(o.attributes, s.attributes))); } }; const rm = class FallbackVisitor_FallbackVisitor extends tm { enter(s) { - return (this.element = cloneDeep(s)), Ju; + return ((this.element = cloneDeep(s)), Ju); } }; const nm = class SpecificationVisitor_SpecificationVisitor extends tm { @@ -46222,11 +46276,11 @@ openApiSemanticElement: u, ..._ }) { - super({ ..._ }), + (super({ ..._ }), (this.specObj = s), (this.openApiGenericElement = i), (this.openApiSemanticElement = u), - Array.isArray(o) && (this.passingOptionsNames = o); + Array.isArray(o) && (this.passingOptionsNames = o)); } retrievePassingOptions() { return Ad(this.passingOptionsNames, this); @@ -46267,11 +46321,11 @@ specificationExtensionPredicate: u, ..._ }) { - super({ ..._ }), + (super({ ..._ }), (this.specPath = s), (this.ignoredFields = o || []), 'boolean' == typeof i && (this.canSupportSpecificationExtensions = i), - 'function' == typeof u && (this.specificationExtensionPredicate = u); + 'function' == typeof u && (this.specificationExtensionPredicate = u)); } ObjectElement(s) { const o = this.specPath(s), @@ -46285,9 +46339,9 @@ ) { const i = this.toRefractedElement([...o, 'fixedFields', serializers_value(u)], s), w = new Cu.Pr(cloneDeep(u), i); - this.copyMetaAndAttributes(_, w), + (this.copyMetaAndAttributes(_, w), w.classes.push('fixed-field'), - this.element.content.push(w); + this.element.content.push(w)); } else if ( this.canSupportSpecificationExtensions && this.specificationExtensionPredicate(_) @@ -46305,10 +46359,10 @@ }; class OpenApi3_0Visitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Oh()), (this.specPath = Tl(['document', 'objects', 'OpenApi'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } ObjectElement(s) { return im.prototype.ObjectElement.call(this, s); @@ -46318,7 +46372,7 @@ class OpenapiVisitor extends Mixin(nm, rm) { StringElement(s) { const o = new wh(serializers_value(s)); - return this.copyMetaAndAttributes(s, o), (this.element = o), Ju; + return (this.copyMetaAndAttributes(s, o), (this.element = o), Ju); } } const lm = OpenapiVisitor; @@ -46333,10 +46387,10 @@ }; class InfoVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new rh()), (this.specPath = Tl(['document', 'objects', 'Info'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const um = InfoVisitor; @@ -46344,34 +46398,36 @@ StringElement(s) { const o = super.enter(s); return ( - this.element.classes.push('api-version'), this.element.classes.push('version'), o + this.element.classes.push('api-version'), + this.element.classes.push('version'), + o ); } }; class ContactVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Gp()), (this.specPath = Tl(['document', 'objects', 'Contact'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const hm = ContactVisitor; class LicenseVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new uh()), (this.specPath = Tl(['document', 'objects', 'License'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const dm = LicenseVisitor; class LinkVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new dh()), (this.specPath = Tl(['document', 'objects', 'Link'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } ObjectElement(s) { const o = im.prototype.ObjectElement.call(this, s); @@ -46386,13 +46442,13 @@ const mm = class OperationRefVisitor extends rm { StringElement(s) { const o = super.enter(s); - return this.element.classes.push('reference-value'), o; + return (this.element.classes.push('reference-value'), o); } }; const gm = class OperationIdVisitor extends rm { StringElement(s) { const o = super.enter(s); - return this.element.classes.push('reference-value'), o; + return (this.element.classes.push('reference-value'), o); } }; const ym = class PatternedFieldsVisitor_PatternedFieldsVisitor extends nm { @@ -46409,12 +46465,12 @@ specificationExtensionPredicate: _, ...w }) { - super({ ...w }), + (super({ ...w }), (this.specPath = s), (this.ignoredFields = o || []), 'function' == typeof i && (this.fieldPatternPredicate = i), 'boolean' == typeof u && (this.canSupportSpecificationExtensions = u), - 'function' == typeof _ && (this.specificationExtensionPredicate = _); + 'function' == typeof _ && (this.specificationExtensionPredicate = _)); } ObjectElement(s) { return ( @@ -46432,9 +46488,9 @@ const u = this.specPath(s), _ = this.toRefractedElement(u, s), w = new Cu.Pr(cloneDeep(o), _); - this.copyMetaAndAttributes(i, w), + (this.copyMetaAndAttributes(i, w), w.classes.push('patterned-field'), - this.element.content.push(w); + this.element.content.push(w)); } else this.ignoredFields.includes(serializers_value(o)) || this.element.content.push(cloneDeep(i)); @@ -46446,47 +46502,47 @@ }; const vm = class MapVisitor_MapVisitor extends ym { constructor(s) { - super(s), (this.fieldPatternPredicate = Vd); + (super(s), (this.fieldPatternPredicate = Vd)); } }; class LinkParameters extends Cu.Sh { static primaryClass = 'link-parameters'; constructor(s, o, i) { - super(s, o, i), this.classes.push(LinkParameters.primaryClass); + (super(s, o, i), this.classes.push(LinkParameters.primaryClass)); } } const bm = LinkParameters; class ParametersVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), (this.element = new bm()), (this.specPath = Tl(['value'])); + (super(s), (this.element = new bm()), (this.specPath = Tl(['value']))); } } const _m = ParametersVisitor; class ServerVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Gf()), (this.specPath = Tl(['document', 'objects', 'Server'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const Em = ServerVisitor; const wm = class UrlVisitor extends rm { StringElement(s) { const o = super.enter(s); - return this.element.classes.push('server-url'), o; + return (this.element.classes.push('server-url'), o); } }; class Servers extends Cu.wE { static primaryClass = 'servers'; constructor(s, o, i) { - super(s, o, i), this.classes.push(Servers.primaryClass); + (super(s, o, i), this.classes.push(Servers.primaryClass)); } } const Sm = Servers; class ServersVisitor extends Mixin(nm, rm) { constructor(s) { - super(s), (this.element = new Sm()); + (super(s), (this.element = new Sm())); } ArrayElement(s) { return ( @@ -46503,46 +46559,46 @@ const xm = ServersVisitor; class ServerVariableVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Xf()), (this.specPath = Tl(['document', 'objects', 'ServerVariable'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const km = ServerVariableVisitor; class ServerVariables extends Cu.Sh { static primaryClass = 'server-variables'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ServerVariables.primaryClass); + (super(s, o, i), this.classes.push(ServerVariables.primaryClass)); } } const Cm = ServerVariables; class VariablesVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cm()), - (this.specPath = Tl(['document', 'objects', 'ServerVariable'])); + (this.specPath = Tl(['document', 'objects', 'ServerVariable']))); } } const Om = VariablesVisitor; class MediaTypeVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new fh()), (this.specPath = Tl(['document', 'objects', 'MediaType'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const Am = MediaTypeVisitor; const jm = class AlternatingVisitor_AlternatingVisitor extends nm { alternator; constructor({ alternator: s, ...o }) { - super({ ...o }), (this.alternator = s || []); + (super({ ...o }), (this.alternator = s || [])); } enter(s) { const o = this.alternator.map(({ predicate: s, specPath: o }) => lf(s, Tl(o), Nl)), i = xf(o)(s); - return (this.element = this.toRefractedElement(i, s)), Ju; + return ((this.element = this.toRefractedElement(i, s)), Ju); } }, Im = helpers( @@ -46678,33 +46734,34 @@ ); class SchemaVisitor extends Mixin(jm, rm) { constructor(s) { - super(s), + (super(s), (this.alternator = [ { predicate: isReferenceLikeElement, specPath: ['document', 'objects', 'Reference'] }, { predicate: es_T, specPath: ['document', 'objects', 'Schema'] } - ]); + ])); } ObjectElement(s) { const o = jm.prototype.enter.call(this, s); return ( - Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), o + Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), + o ); } } const ng = SchemaVisitor; class ExamplesVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('examples'), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] : ['document', 'objects', 'Example']), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -46720,48 +46777,48 @@ class MediaTypeExamples extends Cu.Sh { static primaryClass = 'media-type-examples'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(MediaTypeExamples.primaryClass), - this.classes.push('examples'); + this.classes.push('examples')); } } const og = MediaTypeExamples; const lg = class ExamplesVisitor_ExamplesVisitor extends sg { constructor(s) { - super(s), (this.element = new og()); + (super(s), (this.element = new og())); } }; class MediaTypeEncoding extends Cu.Sh { static primaryClass = 'media-type-encoding'; constructor(s, o, i) { - super(s, o, i), this.classes.push(MediaTypeEncoding.primaryClass); + (super(s, o, i), this.classes.push(MediaTypeEncoding.primaryClass)); } } const pg = MediaTypeEncoding; class EncodingVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new pg()), - (this.specPath = Tl(['document', 'objects', 'Encoding'])); + (this.specPath = Tl(['document', 'objects', 'Encoding']))); } } const fg = EncodingVisitor; class SecurityRequirementVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), (this.element = new Hf()), (this.specPath = Tl(['value'])); + (super(s), (this.element = new Hf()), (this.specPath = Tl(['value']))); } } const mg = SecurityRequirementVisitor; class Security extends Cu.wE { static primaryClass = 'security'; constructor(s, o, i) { - super(s, o, i), this.classes.push(Security.primaryClass); + (super(s, o, i), this.classes.push(Security.primaryClass)); } } const gg = Security; class SecurityVisitor extends Mixin(nm, rm) { constructor(s) { - super(s), (this.element = new gg()); + (super(s), (this.element = new gg())); } ArrayElement(s) { return ( @@ -46782,47 +46839,47 @@ const yg = SecurityVisitor; class ComponentsVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Jp()), (this.specPath = Tl(['document', 'objects', 'Components'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const _g = ComponentsVisitor; class TagVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Qf()), (this.specPath = Tl(['document', 'objects', 'Tag'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const xg = TagVisitor; class ReferenceVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Dh()), (this.specPath = Tl(['document', 'objects', 'Reference'])), - (this.canSupportSpecificationExtensions = !1); + (this.canSupportSpecificationExtensions = !1)); } ObjectElement(s) { const o = im.prototype.ObjectElement.call(this, s); - return Ru(this.element.$ref) && this.element.classes.push('reference-element'), o; + return (Ru(this.element.$ref) && this.element.classes.push('reference-element'), o); } } const kg = ReferenceVisitor; const qg = class $RefVisitor_$RefVisitor extends rm { StringElement(s) { const o = super.enter(s); - return this.element.classes.push('reference-value'), o; + return (this.element.classes.push('reference-value'), o); } }; class ParameterVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Ih()), (this.specPath = Tl(['document', 'objects', 'Parameter'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } ObjectElement(s) { const o = im.prototype.ObjectElement.call(this, s); @@ -46838,47 +46895,49 @@ const Vg = ParameterVisitor; class SchemaVisitor_SchemaVisitor extends Mixin(jm, rm) { constructor(s) { - super(s), + (super(s), (this.alternator = [ { predicate: isReferenceLikeElement, specPath: ['document', 'objects', 'Reference'] }, { predicate: es_T, specPath: ['document', 'objects', 'Schema'] } - ]); + ])); } ObjectElement(s) { const o = jm.prototype.enter.call(this, s); return ( - Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), o + Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), + o ); } } const Ug = SchemaVisitor_SchemaVisitor; class HeaderVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new th()), (this.specPath = Tl(['document', 'objects', 'Header'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const zg = HeaderVisitor; class header_SchemaVisitor_SchemaVisitor extends Mixin(jm, rm) { constructor(s) { - super(s), + (super(s), (this.alternator = [ { predicate: isReferenceLikeElement, specPath: ['document', 'objects', 'Reference'] }, { predicate: es_T, specPath: ['document', 'objects', 'Schema'] } - ]); + ])); } ObjectElement(s) { const o = jm.prototype.enter.call(this, s); return ( - Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), o + Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), + o ); } } @@ -46886,46 +46945,46 @@ class HeaderExamples extends Cu.Sh { static primaryClass = 'header-examples'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(HeaderExamples.primaryClass), - this.classes.push('examples'); + this.classes.push('examples')); } } const Kg = HeaderExamples; const Yg = class header_ExamplesVisitor_ExamplesVisitor extends sg { constructor(s) { - super(s), (this.element = new Kg()); + (super(s), (this.element = new Kg())); } }; class ContentVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('content'), - (this.specPath = Tl(['document', 'objects', 'MediaType'])); + (this.specPath = Tl(['document', 'objects', 'MediaType']))); } } const Xg = ContentVisitor; class HeaderContent extends Cu.Sh { static primaryClass = 'header-content'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(HeaderContent.primaryClass), - this.classes.push('content'); + this.classes.push('content')); } } const Zg = HeaderContent; const ey = class ContentVisitor_ContentVisitor extends Xg { constructor(s) { - super(s), (this.element = new Zg()); + (super(s), (this.element = new Zg())); } }; class schema_SchemaVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Wf()), (this.specPath = Tl(['document', 'objects', 'Schema'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const ty = schema_SchemaVisitor, @@ -46970,7 +47029,8 @@ ObjectElement(s) { const o = ly.prototype.ObjectElement.call(this, s); return ( - Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), o + Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), + o ); } ArrayElement(s) { @@ -47000,84 +47060,85 @@ ObjectElement(s) { const o = fy.prototype.enter.call(this, s); return ( - Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), o + Wm(this.element) && this.element.setMetaProperty('referenced-element', 'schema'), + o ); } }; class DiscriminatorVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Yp()), (this.specPath = Tl(['document', 'objects', 'Discriminator'])), - (this.canSupportSpecificationExtensions = !1); + (this.canSupportSpecificationExtensions = !1)); } } const gy = DiscriminatorVisitor; class DiscriminatorMapping extends Cu.Sh { static primaryClass = 'discriminator-mapping'; constructor(s, o, i) { - super(s, o, i), this.classes.push(DiscriminatorMapping.primaryClass); + (super(s, o, i), this.classes.push(DiscriminatorMapping.primaryClass)); } } const yy = DiscriminatorMapping; class MappingVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), (this.element = new yy()), (this.specPath = Tl(['value'])); + (super(s), (this.element = new yy()), (this.specPath = Tl(['value']))); } } const vy = MappingVisitor; class XmlVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new em()), (this.specPath = Tl(['document', 'objects', 'XML'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const by = XmlVisitor; class ParameterExamples extends Cu.Sh { static primaryClass = 'parameter-examples'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(ParameterExamples.primaryClass), - this.classes.push('examples'); + this.classes.push('examples')); } } const _y = ParameterExamples; const Ey = class parameter_ExamplesVisitor_ExamplesVisitor extends sg { constructor(s) { - super(s), (this.element = new _y()); + (super(s), (this.element = new _y())); } }; class ParameterContent extends Cu.Sh { static primaryClass = 'parameter-content'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(ParameterContent.primaryClass), - this.classes.push('content'); + this.classes.push('content')); } } const wy = ParameterContent; const Sy = class parameter_ContentVisitor_ContentVisitor extends Xg { constructor(s) { - super(s), (this.element = new wy()); + (super(s), (this.element = new wy())); } }; class ComponentsSchemas extends Cu.Sh { static primaryClass = 'components-schemas'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ComponentsSchemas.primaryClass); + (super(s, o, i), this.classes.push(ComponentsSchemas.primaryClass)); } } const xy = ComponentsSchemas; class SchemasVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new xy()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Schema']); + : ['document', 'objects', 'Schema'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47093,18 +47154,18 @@ class ComponentsResponses extends Cu.Sh { static primaryClass = 'components-responses'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ComponentsResponses.primaryClass); + (super(s, o, i), this.classes.push(ComponentsResponses.primaryClass)); } } const Cy = ComponentsResponses; class ResponsesVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cy()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Response']); + : ['document', 'objects', 'Response'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47123,20 +47184,20 @@ class ComponentsParameters extends Cu.Sh { static primaryClass = 'components-parameters'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(ComponentsParameters.primaryClass), - this.classes.push('parameters'); + this.classes.push('parameters')); } } const Ay = ComponentsParameters; class ParametersVisitor_ParametersVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Ay()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Parameter']); + : ['document', 'objects', 'Parameter'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47152,20 +47213,20 @@ class ComponentsExamples extends Cu.Sh { static primaryClass = 'components-examples'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(ComponentsExamples.primaryClass), - this.classes.push('examples'); + this.classes.push('examples')); } } const Iy = ComponentsExamples; class components_ExamplesVisitor_ExamplesVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Iy()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Example']); + : ['document', 'objects', 'Example'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47181,18 +47242,18 @@ class ComponentsRequestBodies extends Cu.Sh { static primaryClass = 'components-request-bodies'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ComponentsRequestBodies.primaryClass); + (super(s, o, i), this.classes.push(ComponentsRequestBodies.primaryClass)); } } const My = ComponentsRequestBodies; class RequestBodiesVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new My()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'RequestBody']); + : ['document', 'objects', 'RequestBody'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47208,18 +47269,18 @@ class ComponentsHeaders extends Cu.Sh { static primaryClass = 'components-headers'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ComponentsHeaders.primaryClass); + (super(s, o, i), this.classes.push(ComponentsHeaders.primaryClass)); } } const Ny = ComponentsHeaders; class HeadersVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Ny()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Header']); + : ['document', 'objects', 'Header'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47238,18 +47299,18 @@ class ComponentsSecuritySchemes extends Cu.Sh { static primaryClass = 'components-security-schemes'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ComponentsSecuritySchemes.primaryClass); + (super(s, o, i), this.classes.push(ComponentsSecuritySchemes.primaryClass)); } } const Dy = ComponentsSecuritySchemes; class SecuritySchemesVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Dy()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'SecurityScheme']); + : ['document', 'objects', 'SecurityScheme'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47265,18 +47326,18 @@ class ComponentsLinks extends Cu.Sh { static primaryClass = 'components-links'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ComponentsLinks.primaryClass); + (super(s, o, i), this.classes.push(ComponentsLinks.primaryClass)); } } const By = ComponentsLinks; class LinksVisitor_LinksVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new By()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Link']); + : ['document', 'objects', 'Link'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47292,18 +47353,18 @@ class ComponentsCallbacks extends Cu.Sh { static primaryClass = 'components-callbacks'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ComponentsCallbacks.primaryClass); + (super(s, o, i), this.classes.push(ComponentsCallbacks.primaryClass)); } } const qy = ComponentsCallbacks; class CallbacksVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new qy()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Callback']); + : ['document', 'objects', 'Callback'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47318,15 +47379,16 @@ const $y = CallbacksVisitor; class ExampleVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Zp()), (this.specPath = Tl(['document', 'objects', 'Example'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } ObjectElement(s) { const o = im.prototype.ObjectElement.call(this, s); return ( - Ru(this.element.externalValue) && this.element.classes.push('reference-element'), o + Ru(this.element.externalValue) && this.element.classes.push('reference-element'), + o ); } } @@ -47334,24 +47396,24 @@ const Uy = class ExternalValueVisitor extends rm { StringElement(s) { const o = super.enter(s); - return this.element.classes.push('reference-value'), o; + return (this.element.classes.push('reference-value'), o); } }; class ExternalDocumentationVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Qp()), (this.specPath = Tl(['document', 'objects', 'ExternalDocumentation'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const zy = ExternalDocumentationVisitor; class encoding_EncodingVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Xp()), (this.specPath = Tl(['document', 'objects', 'Encoding'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } ObjectElement(s) { const o = im.prototype.ObjectElement.call(this, s); @@ -47368,18 +47430,18 @@ class EncodingHeaders extends Cu.Sh { static primaryClass = 'encoding-headers'; constructor(s, o, i) { - super(s, o, i), this.classes.push(EncodingHeaders.primaryClass); + (super(s, o, i), this.classes.push(EncodingHeaders.primaryClass)); } } const Ky = EncodingHeaders; class HeadersVisitor_HeadersVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Ky()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Header']); + : ['document', 'objects', 'Header'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47399,19 +47461,19 @@ const Hy = HeadersVisitor_HeadersVisitor; class PathsVisitor extends Mixin(ym, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Rh()), (this.specPath = Tl(['document', 'objects', 'PathItem'])), (this.canSupportSpecificationExtensions = !0), - (this.fieldPatternPredicate = es_T); + (this.fieldPatternPredicate = es_T)); } ObjectElement(s) { const o = ym.prototype.ObjectElement.call(this, s); return ( this.element.filter(Um).forEach((s, o) => { - o.classes.push('openapi-path-template'), + (o.classes.push('openapi-path-template'), o.classes.push('path-template'), - s.setMetaProperty('path', cloneDeep(o)); + s.setMetaProperty('path', cloneDeep(o))); }), o ); @@ -47420,9 +47482,9 @@ const Jy = PathsVisitor; class RequestBodyVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Lh()), - (this.specPath = Tl(['document', 'objects', 'RequestBody'])); + (this.specPath = Tl(['document', 'objects', 'RequestBody']))); } ObjectElement(s) { const o = im.prototype.ObjectElement.call(this, s); @@ -47439,24 +47501,25 @@ class RequestBodyContent extends Cu.Sh { static primaryClass = 'request-body-content'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(RequestBodyContent.primaryClass), - this.classes.push('content'); + this.classes.push('content')); } } const Yy = RequestBodyContent; const Xy = class request_body_ContentVisitor_ContentVisitor extends Xg { constructor(s) { - super(s), (this.element = new Yy()); + (super(s), (this.element = new Yy())); } }; class CallbackVisitor extends Mixin(ym, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Hp()), (this.specPath = Tl(['document', 'objects', 'PathItem'])), (this.canSupportSpecificationExtensions = !0), - (this.fieldPatternPredicate = (s) => /{(?[^}]{1,2083})}/.test(String(s))); + (this.fieldPatternPredicate = (s) => + /{(?[^}]{1,2083})}/.test(String(s)))); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47471,9 +47534,9 @@ const Zy = CallbackVisitor; class ResponseVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Fh()), - (this.specPath = Tl(['document', 'objects', 'Response'])); + (this.specPath = Tl(['document', 'objects', 'Response']))); } ObjectElement(s) { const o = im.prototype.ObjectElement.call(this, s); @@ -47494,18 +47557,18 @@ class ResponseHeaders extends Cu.Sh { static primaryClass = 'response-headers'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ResponseHeaders.primaryClass); + (super(s, o, i), this.classes.push(ResponseHeaders.primaryClass)); } } const ev = ResponseHeaders; class response_HeadersVisitor_HeadersVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new ev()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Header']); + : ['document', 'objects', 'Header'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47526,32 +47589,32 @@ class ResponseContent extends Cu.Sh { static primaryClass = 'response-content'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(ResponseContent.primaryClass), - this.classes.push('content'); + this.classes.push('content')); } } const rv = ResponseContent; const nv = class response_ContentVisitor_ContentVisitor extends Xg { constructor(s) { - super(s), (this.element = new rv()); + (super(s), (this.element = new rv())); } }; class ResponseLinks extends Cu.Sh { static primaryClass = 'response-links'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ResponseLinks.primaryClass); + (super(s, o, i), this.classes.push(ResponseLinks.primaryClass)); } } const sv = ResponseLinks; class response_LinksVisitor_LinksVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new sv()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Link']); + : ['document', 'objects', 'Link'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47573,9 +47636,8 @@ for ( var i = Array(s < o ? o - s : 0), u = s < 0 ? o + Math.abs(s) : o - s, _ = 0; _ < u; - ) - (i[_] = _ + s), (_ += 1); + ((i[_] = _ + s), (_ += 1)); return i; }); const av = iv; @@ -47599,7 +47661,7 @@ var w = s ? 1 : 0; return !!i._items[_][w] || (o && (i._items[_][w] = !0), !1); } - return o && (i._items[_] = s ? [!1, !0] : [!0, !1]), !1; + return (o && (i._items[_] = s ? [!1, !0] : [!0, !1]), !1); case 'function': return null !== i._nativeSet ? o @@ -47620,7 +47682,7 @@ } const lv = (function () { function _Set() { - (this._nativeSet = 'function' == typeof Set ? new Set() : null), (this._items = {}); + ((this._nativeSet = 'function' == typeof Set ? new Set() : null), (this._items = {})); } return ( (_Set.prototype.add = function (s) { @@ -47635,7 +47697,7 @@ var cv = _curry2(function difference(s, o) { for (var i = [], u = 0, _ = s.length, w = o.length, x = new lv(), C = 0; C < w; C += 1) x.add(o[C]); - for (; u < _; ) x.add(s[u]) && (i[i.length] = s[u]), (u += 1); + for (; u < _; ) (x.add(s[u]) && (i[i.length] = s[u]), (u += 1)); return i; }); const uv = cv; @@ -47643,18 +47705,18 @@ specPathFixedFields; specPathPatternedFields; constructor({ specPathFixedFields: s, specPathPatternedFields: o, ...i }) { - super({ ...i }), (this.specPathFixedFields = s), (this.specPathPatternedFields = o); + (super({ ...i }), (this.specPathFixedFields = s), (this.specPathPatternedFields = o)); } ObjectElement(s) { const { specPath: o, ignoredFields: i } = this; try { this.specPath = this.specPathFixedFields; const o = this.retrieveFixedFields(this.specPath(s)); - (this.ignoredFields = [...i, ...uv(s.keys(), o)]), + ((this.ignoredFields = [...i, ...uv(s.keys(), o)]), im.prototype.ObjectElement.call(this, s), (this.specPath = this.specPathPatternedFields), (this.ignoredFields = o), - ym.prototype.ObjectElement.call(this, s); + ym.prototype.ObjectElement.call(this, s)); } catch (s) { throw ((this.specPath = o), s); } @@ -47664,7 +47726,7 @@ const pv = MixedFieldsVisitor; class responses_ResponsesVisitor extends Mixin(pv, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Kh()), (this.specPathFixedFields = Tl(['document', 'objects', 'Responses'])), (this.canSupportSpecificationExtensions = !0), @@ -47673,7 +47735,7 @@ ? ['document', 'objects', 'Reference'] : ['document', 'objects', 'Response']), (this.fieldPatternPredicate = (s) => - new RegExp(`^(1XX|2XX|3XX|4XX|5XX|${av(100, 600).join('|')})$`).test(String(s))); + new RegExp(`^(1XX|2XX|3XX|4XX|5XX|${av(100, 600).join('|')})$`).test(String(s)))); } ObjectElement(s) { const o = pv.prototype.ObjectElement.call(this, s); @@ -47693,14 +47755,14 @@ const hv = responses_ResponsesVisitor; class DefaultVisitor extends Mixin(jm, rm) { constructor(s) { - super(s), + (super(s), (this.alternator = [ { predicate: isReferenceLikeElement, specPath: ['document', 'objects', 'Reference'] }, { predicate: es_T, specPath: ['document', 'objects', 'Response'] } - ]); + ])); } ObjectElement(s) { const o = jm.prototype.enter.call(this, s); @@ -47715,39 +47777,39 @@ const dv = DefaultVisitor; class OperationVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new jh()), - (this.specPath = Tl(['document', 'objects', 'Operation'])); + (this.specPath = Tl(['document', 'objects', 'Operation']))); } } const fv = OperationVisitor; class OperationTags extends Cu.wE { static primaryClass = 'operation-tags'; constructor(s, o, i) { - super(s, o, i), this.classes.push(OperationTags.primaryClass); + (super(s, o, i), this.classes.push(OperationTags.primaryClass)); } } const mv = OperationTags; const gv = class TagsVisitor extends rm { constructor(s) { - super(s), (this.element = new mv()); + (super(s), (this.element = new mv())); } ArrayElement(s) { - return (this.element = this.element.concat(cloneDeep(s))), Ju; + return ((this.element = this.element.concat(cloneDeep(s))), Ju); } }; class OperationParameters extends Cu.wE { static primaryClass = 'operation-parameters'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(OperationParameters.primaryClass), - this.classes.push('parameters'); + this.classes.push('parameters')); } } const yv = OperationParameters; class open_api_3_0_ParametersVisitor_ParametersVisitor extends Mixin(nm, rm) { constructor(s) { - super(s), (this.element = new Cu.wE()), this.element.classes.push('parameters'); + (super(s), (this.element = new Cu.wE()), this.element.classes.push('parameters')); } ArrayElement(s) { return ( @@ -47756,7 +47818,8 @@ ? ['document', 'objects', 'Reference'] : ['document', 'objects', 'Parameter'], i = this.toRefractedElement(o, s); - Wm(i) && i.setMetaProperty('referenced-element', 'parameter'), this.element.push(i); + (Wm(i) && i.setMetaProperty('referenced-element', 'parameter'), + this.element.push(i)); }), this.copyMetaAndAttributes(s, this.element), Ju @@ -47766,19 +47829,19 @@ const vv = open_api_3_0_ParametersVisitor_ParametersVisitor; const bv = class operation_ParametersVisitor_ParametersVisitor extends vv { constructor(s) { - super(s), (this.element = new yv()); + (super(s), (this.element = new yv())); } }; const _v = class RequestBodyVisitor_RequestBodyVisitor extends jm { constructor(s) { - super(s), + (super(s), (this.alternator = [ { predicate: isReferenceLikeElement, specPath: ['document', 'objects', 'Reference'] }, { predicate: es_T, specPath: ['document', 'objects', 'RequestBody'] } - ]); + ])); } ObjectElement(s) { const o = jm.prototype.enter.call(this, s); @@ -47791,19 +47854,19 @@ class OperationCallbacks extends Cu.Sh { static primaryClass = 'operation-callbacks'; constructor(s, o, i) { - super(s, o, i), this.classes.push(OperationCallbacks.primaryClass); + (super(s, o, i), this.classes.push(OperationCallbacks.primaryClass)); } } const Ev = OperationCallbacks; class CallbacksVisitor_CallbacksVisitor extends Mixin(vm, rm) { specPath; constructor(s) { - super(s), + (super(s), (this.element = new Ev()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'Callback']); + : ['document', 'objects', 'Callback'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -47819,15 +47882,15 @@ class OperationSecurity extends Cu.wE { static primaryClass = 'operation-security'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(OperationSecurity.primaryClass), - this.classes.push('security'); + this.classes.push('security')); } } const Sv = OperationSecurity; class SecurityVisitor_SecurityVisitor extends Mixin(nm, rm) { constructor(s) { - super(s), (this.element = new Sv()); + (super(s), (this.element = new Sv())); } ArrayElement(s) { return ( @@ -47845,30 +47908,30 @@ class OperationServers extends Cu.wE { static primaryClass = 'operation-servers'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(OperationServers.primaryClass), - this.classes.push('servers'); + this.classes.push('servers')); } } const kv = OperationServers; const Cv = class ServersVisitor_ServersVisitor extends xm { constructor(s) { - super(s), (this.element = new kv()); + (super(s), (this.element = new kv())); } }; class PathItemVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Ph()), - (this.specPath = Tl(['document', 'objects', 'PathItem'])); + (this.specPath = Tl(['document', 'objects', 'PathItem']))); } ObjectElement(s) { const o = im.prototype.ObjectElement.call(this, s); return ( this.element.filter($m).forEach((s, o) => { const i = cloneDeep(o); - (i.content = serializers_value(i).toUpperCase()), - s.setMetaProperty('http-method', i); + ((i.content = serializers_value(i).toUpperCase()), + s.setMetaProperty('http-method', i)); }), Ru(this.element.$ref) && this.element.classes.push('reference-element'), o @@ -47879,87 +47942,87 @@ const Av = class path_item_$RefVisitor_$RefVisitor extends rm { StringElement(s) { const o = super.enter(s); - return this.element.classes.push('reference-value'), o; + return (this.element.classes.push('reference-value'), o); } }; class PathItemServers extends Cu.wE { static primaryClass = 'path-item-servers'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(PathItemServers.primaryClass), - this.classes.push('servers'); + this.classes.push('servers')); } } const jv = PathItemServers; const Iv = class path_item_ServersVisitor_ServersVisitor extends xm { constructor(s) { - super(s), (this.element = new jv()); + (super(s), (this.element = new jv())); } }; class PathItemParameters extends Cu.wE { static primaryClass = 'path-item-parameters'; constructor(s, o, i) { - super(s, o, i), + (super(s, o, i), this.classes.push(PathItemParameters.primaryClass), - this.classes.push('parameters'); + this.classes.push('parameters')); } } const Pv = PathItemParameters; const Mv = class path_item_ParametersVisitor_ParametersVisitor extends vv { constructor(s) { - super(s), (this.element = new Pv()); + (super(s), (this.element = new Pv())); } }; class SecuritySchemeVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Jf()), (this.specPath = Tl(['document', 'objects', 'SecurityScheme'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const Tv = SecuritySchemeVisitor; class OAuthFlowsVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new _h()), (this.specPath = Tl(['document', 'objects', 'OAuthFlows'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const Nv = OAuthFlowsVisitor; class OAuthFlowVisitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new vh()), (this.specPath = Tl(['document', 'objects', 'OAuthFlow'])), - (this.canSupportSpecificationExtensions = !0); + (this.canSupportSpecificationExtensions = !0)); } } const Rv = OAuthFlowVisitor; class OAuthFlowScopes extends Cu.Sh { static primaryClass = 'oauth-flow-scopes'; constructor(s, o, i) { - super(s, o, i), this.classes.push(OAuthFlowScopes.primaryClass); + (super(s, o, i), this.classes.push(OAuthFlowScopes.primaryClass)); } } const Dv = OAuthFlowScopes; class ScopesVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), (this.element = new Dv()), (this.specPath = Tl(['value'])); + (super(s), (this.element = new Dv()), (this.specPath = Tl(['value']))); } } const Lv = ScopesVisitor; class Tags extends Cu.wE { static primaryClass = 'tags'; constructor(s, o, i) { - super(s, o, i), this.classes.push(Tags.primaryClass); + (super(s, o, i), this.classes.push(Tags.primaryClass)); } } const Bv = Tags; class TagsVisitor_TagsVisitor extends Mixin(nm, rm) { constructor(s) { - super(s), (this.element = new Bv()); + (super(s), (this.element = new Bv())); } ArrayElement(s) { return ( @@ -48397,7 +48460,7 @@ (s) => (o, i = {}) => es_refractor_refract(o, { specPath: s, ...i }); - (Hp.refract = es_refractor_createRefractor([ + ((Hp.refract = es_refractor_createRefractor([ 'visitors', 'document', 'objects', @@ -48614,7 +48677,7 @@ 'objects', 'XML', '$visitor' - ])); + ]))); const Wv = class Callback_Callback extends Hp {}; const Kv = class Components_Components extends Jp { get pathItems() { @@ -48654,7 +48717,7 @@ class JsonSchemaDialect extends Cu.Om { static default = new JsonSchemaDialect('https://spec.openapis.org/oas/3.1/dialect/base'); constructor(s, o, i) { - super(s, o, i), (this.element = 'jsonSchemaDialect'); + (super(s, o, i), (this.element = 'jsonSchemaDialect')); } } const eb = JsonSchemaDialect; @@ -48680,7 +48743,7 @@ const _b = class Openapi_Openapi extends wh {}; class OpenApi3_1 extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'openApi3_1'), this.classes.push('api'); + (super(s, o, i), (this.element = 'openApi3_1'), this.classes.push('api')); } get openapi() { return this.get('openapi'); @@ -48812,7 +48875,7 @@ }; const Ib = class Paths_Paths extends Rh {}; class Reference_Reference extends Dh {} - Object.defineProperty(Reference_Reference.prototype, 'description', { + (Object.defineProperty(Reference_Reference.prototype, 'description', { get() { return this.get('description'); }, @@ -48829,14 +48892,14 @@ this.set('summary', s); }, enumerable: !0 - }); + })); const Pb = Reference_Reference; const Mb = class RequestBody_RequestBody extends Lh {}; const Rb = class elements_Response_Response extends Fh {}; const Lb = class Responses_Responses extends Kh {}; class elements_Schema_Schema extends Cu.Sh { constructor(s, o, i) { - super(s, o, i), (this.element = 'schema'); + (super(s, o, i), (this.element = 'schema')); } get $schema() { return this.get('$schema'); @@ -49214,14 +49277,14 @@ const n_ = class Xml_Xml extends em {}; class OpenApi3_1Visitor extends Mixin(im, rm) { constructor(s) { - super(s), + (super(s), (this.element = new wb()), (this.specPath = Tl(['document', 'objects', 'OpenApi'])), (this.canSupportSpecificationExtensions = !0), - (this.openApiSemanticElement = this.element); + (this.openApiSemanticElement = this.element)); } ObjectElement(s) { - return (this.openApiGenericElement = s), im.prototype.ObjectElement.call(this, s); + return ((this.openApiGenericElement = s), im.prototype.ObjectElement.call(this, s)); } } const s_ = OpenApi3_1Visitor, @@ -49236,7 +49299,7 @@ } = $v; const i_ = class info_InfoVisitor extends o_ { constructor(s) { - super(s), (this.element = new Qv()); + (super(s), (this.element = new Qv())); } }, { @@ -49250,7 +49313,7 @@ } = $v; const l_ = class contact_ContactVisitor extends a_ { constructor(s) { - super(s), (this.element = new Hv()); + (super(s), (this.element = new Hv())); } }, { @@ -49264,7 +49327,7 @@ } = $v; const u_ = class license_LicenseVisitor extends c_ { constructor(s) { - super(s), (this.element = new tb()); + (super(s), (this.element = new tb())); } }, { @@ -49278,13 +49341,13 @@ } = $v; const h_ = class link_LinkVisitor extends p_ { constructor(s) { - super(s), (this.element = new nb()); + (super(s), (this.element = new nb())); } }; class JsonSchemaDialectVisitor extends Mixin(nm, rm) { StringElement(s) { const o = new eb(serializers_value(s)); - return this.copyMetaAndAttributes(s, o), (this.element = o), Ju; + return (this.copyMetaAndAttributes(s, o), (this.element = o), Ju); } } const d_ = JsonSchemaDialectVisitor, @@ -49299,7 +49362,7 @@ } = $v; const m_ = class server_ServerVisitor extends f_ { constructor(s) { - super(s), (this.element = new e_()); + (super(s), (this.element = new e_())); } }, { @@ -49313,7 +49376,7 @@ } = $v; const y_ = class server_variable_ServerVariableVisitor extends g_ { constructor(s) { - super(s), (this.element = new t_()); + (super(s), (this.element = new t_())); } }, { @@ -49327,7 +49390,7 @@ } = $v; const b_ = class media_type_MediaTypeVisitor extends v_ { constructor(s) { - super(s), (this.element = new pb()); + (super(s), (this.element = new pb())); } }, { @@ -49341,7 +49404,7 @@ } = $v; const w_ = class security_requirement_SecurityRequirementVisitor extends E_ { constructor(s) { - super(s), (this.element = new zb()); + (super(s), (this.element = new zb())); } }, { @@ -49355,7 +49418,7 @@ } = $v; const x_ = class components_ComponentsVisitor extends S_ { constructor(s) { - super(s), (this.element = new Kv()); + (super(s), (this.element = new Kv())); } }, { @@ -49369,7 +49432,7 @@ } = $v; const C_ = class tag_TagVisitor extends k_ { constructor(s) { - super(s), (this.element = new r_()); + (super(s), (this.element = new r_())); } }, { @@ -49383,7 +49446,7 @@ } = $v; const A_ = class reference_ReferenceVisitor extends O_ { constructor(s) { - super(s), (this.element = new Pb()); + (super(s), (this.element = new Pb())); } }, { @@ -49397,7 +49460,7 @@ } = $v; const I_ = class parameter_ParameterVisitor extends j_ { constructor(s) { - super(s), (this.element = new Ob()); + (super(s), (this.element = new Ob())); } }, { @@ -49411,7 +49474,7 @@ } = $v; const M_ = class header_HeaderVisitor extends P_ { constructor(s) { - super(s), (this.element = new Zv()); + (super(s), (this.element = new Zv())); } }, T_ = helpers( @@ -49566,15 +49629,15 @@ }; class open_api_3_1_schema_SchemaVisitor extends Mixin(im, oE, rm) { constructor(s) { - super(s), + (super(s), (this.element = new qb()), (this.specPath = Tl(['document', 'objects', 'Schema'])), (this.canSupportSpecificationExtensions = !0), (this.jsonSchemaDefaultDialect = eb.default), - this.passingOptionsNames.push('parent'); + this.passingOptionsNames.push('parent')); } ObjectElement(s) { - this.handle$schema(s), this.handle$id(s), (this.parent = this.element); + (this.handle$schema(s), this.handle$id(s), (this.parent = this.element)); const o = im.prototype.ObjectElement.call(this, s); return ( Ru(this.element.$ref) && @@ -49585,7 +49648,7 @@ } BooleanElement(s) { const o = super.enter(s); - return this.element.classes.push('boolean-json-schema'), o; + return (this.element.classes.push('boolean-json-schema'), o); } getJsonSchemaDialect() { let s; @@ -49618,38 +49681,38 @@ ? cloneDeep(this.parent.getMetaProperty('inherited$id', [])) : new Cu.wE(), i = serializers_value(s.get('$id')); - Vd(i) && o.push(i), this.element.setMetaProperty('inherited$id', o); + (Vd(i) && o.push(i), this.element.setMetaProperty('inherited$id', o)); } } const iE = open_api_3_1_schema_SchemaVisitor; const aE = class $vocabularyVisitor extends rm { ObjectElement(s) { const o = super.enter(s); - return this.element.classes.push('json-schema-$vocabulary'), o; + return (this.element.classes.push('json-schema-$vocabulary'), o); } }; const lE = class $refVisitor extends rm { StringElement(s) { const o = super.enter(s); - return this.element.classes.push('reference-value'), o; + return (this.element.classes.push('reference-value'), o); } }; class $defsVisitor extends Mixin(vm, oE, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('json-schema-$defs'), (this.specPath = Tl(['document', 'objects', 'Schema'])), - this.passingOptionsNames.push('parent'); + this.passingOptionsNames.push('parent')); } } const cE = $defsVisitor; class schema_AllOfVisitor_AllOfVisitor extends Mixin(nm, oE, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.wE()), this.element.classes.push('json-schema-allOf'), - this.passingOptionsNames.push('parent'); + this.passingOptionsNames.push('parent')); } ArrayElement(s) { return ( @@ -49670,10 +49733,10 @@ const uE = schema_AllOfVisitor_AllOfVisitor; class schema_AnyOfVisitor_AnyOfVisitor extends Mixin(nm, oE, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.wE()), this.element.classes.push('json-schema-anyOf'), - this.passingOptionsNames.push('parent'); + this.passingOptionsNames.push('parent')); } ArrayElement(s) { return ( @@ -49694,10 +49757,10 @@ const pE = schema_AnyOfVisitor_AnyOfVisitor; class schema_OneOfVisitor_OneOfVisitor extends Mixin(nm, oE, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.wE()), this.element.classes.push('json-schema-oneOf'), - this.passingOptionsNames.push('parent'); + this.passingOptionsNames.push('parent')); } ArrayElement(s) { return ( @@ -49718,20 +49781,20 @@ const hE = schema_OneOfVisitor_OneOfVisitor; class DependentSchemasVisitor extends Mixin(vm, oE, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('json-schema-dependentSchemas'), (this.specPath = Tl(['document', 'objects', 'Schema'])), - this.passingOptionsNames.push('parent'); + this.passingOptionsNames.push('parent')); } } const dE = DependentSchemasVisitor; class PrefixItemsVisitor extends Mixin(nm, oE, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.wE()), this.element.classes.push('json-schema-prefixItems'), - this.passingOptionsNames.push('parent'); + this.passingOptionsNames.push('parent')); } ArrayElement(s) { return ( @@ -49752,50 +49815,50 @@ const fE = PrefixItemsVisitor; class schema_PropertiesVisitor_PropertiesVisitor extends Mixin(vm, oE, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('json-schema-properties'), (this.specPath = Tl(['document', 'objects', 'Schema'])), - this.passingOptionsNames.push('parent'); + this.passingOptionsNames.push('parent')); } } const mE = schema_PropertiesVisitor_PropertiesVisitor; class PatternPropertiesVisitor_PatternPropertiesVisitor extends Mixin(vm, oE, rm) { constructor(s) { - super(s), + (super(s), (this.element = new Cu.Sh()), this.element.classes.push('json-schema-patternProperties'), (this.specPath = Tl(['document', 'objects', 'Schema'])), - this.passingOptionsNames.push('parent'); + this.passingOptionsNames.push('parent')); } } const gE = PatternPropertiesVisitor_PatternPropertiesVisitor; const yE = class schema_TypeVisitor_TypeVisitor extends rm { StringElement(s) { const o = super.enter(s); - return this.element.classes.push('json-schema-type'), o; + return (this.element.classes.push('json-schema-type'), o); } ArrayElement(s) { const o = super.enter(s); - return this.element.classes.push('json-schema-type'), o; + return (this.element.classes.push('json-schema-type'), o); } }; const vE = class EnumVisitor_EnumVisitor extends rm { ArrayElement(s) { const o = super.enter(s); - return this.element.classes.push('json-schema-enum'), o; + return (this.element.classes.push('json-schema-enum'), o); } }; const bE = class DependentRequiredVisitor extends rm { ObjectElement(s) { const o = super.enter(s); - return this.element.classes.push('json-schema-dependentRequired'), o; + return (this.element.classes.push('json-schema-dependentRequired'), o); } }; const _E = class schema_ExamplesVisitor_ExamplesVisitor extends rm { ArrayElement(s) { const o = super.enter(s); - return this.element.classes.push('json-schema-examples'), o; + return (this.element.classes.push('json-schema-examples'), o); } }, { @@ -49809,7 +49872,7 @@ } = $v; const wE = class distriminator_DiscriminatorVisitor extends EE { constructor(s) { - super(s), (this.element = new Jv()), (this.canSupportSpecificationExtensions = !0); + (super(s), (this.element = new Jv()), (this.canSupportSpecificationExtensions = !0)); } }, { @@ -49823,32 +49886,32 @@ } = $v; const xE = class xml_XmlVisitor extends SE { constructor(s) { - super(s), (this.element = new n_()); + (super(s), (this.element = new n_())); } }; class SchemasVisitor_SchemasVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new xy()), - (this.specPath = Tl(['document', 'objects', 'Schema'])); + (this.specPath = Tl(['document', 'objects', 'Schema']))); } } const kE = SchemasVisitor_SchemasVisitor; class ComponentsPathItems extends Cu.Sh { static primaryClass = 'components-path-items'; constructor(s, o, i) { - super(s, o, i), this.classes.push(ComponentsPathItems.primaryClass); + (super(s, o, i), this.classes.push(ComponentsPathItems.primaryClass)); } } const CE = ComponentsPathItems; class PathItemsVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new CE()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'PathItem']); + : ['document', 'objects', 'PathItem'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -49872,7 +49935,7 @@ } = $v; const jE = class example_ExampleVisitor extends AE { constructor(s) { - super(s), (this.element = new Yv()); + (super(s), (this.element = new Yv())); } }, { @@ -49886,7 +49949,7 @@ } = $v; const PE = class external_documentation_ExternalDocumentationVisitor extends IE { constructor(s) { - super(s), (this.element = new Xv()); + (super(s), (this.element = new Xv())); } }, { @@ -49900,7 +49963,7 @@ } = $v; const TE = class open_api_3_1_encoding_EncodingVisitor extends ME { constructor(s) { - super(s), (this.element = new Gv()); + (super(s), (this.element = new Gv())); } }, { @@ -49914,7 +49977,7 @@ } = $v; const RE = class paths_PathsVisitor extends NE { constructor(s) { - super(s), (this.element = new Ib()); + (super(s), (this.element = new Ib())); } }, { @@ -49928,7 +49991,7 @@ } = $v; const LE = class request_body_RequestBodyVisitor extends DE { constructor(s) { - super(s), (this.element = new Mb()); + (super(s), (this.element = new Mb())); } }, { @@ -49942,12 +50005,12 @@ } = $v; const FE = class callback_CallbackVisitor extends BE { constructor(s) { - super(s), + (super(s), (this.element = new Wv()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'PathItem']); + : ['document', 'objects', 'PathItem'])); } ObjectElement(s) { const o = BE.prototype.ObjectElement.call(this, s); @@ -49970,7 +50033,7 @@ } = $v; const $E = class response_ResponseVisitor extends qE { constructor(s) { - super(s), (this.element = new Rb()); + (super(s), (this.element = new Rb())); } }, { @@ -49984,7 +50047,7 @@ } = $v; const UE = class open_api_3_1_responses_ResponsesVisitor extends VE { constructor(s) { - super(s), (this.element = new Lb()); + (super(s), (this.element = new Lb())); } }, { @@ -49998,7 +50061,7 @@ } = $v; const WE = class operation_OperationVisitor extends zE { constructor(s) { - super(s), (this.element = new Sb()); + (super(s), (this.element = new Sb())); } }, { @@ -50012,7 +50075,7 @@ } = $v; const HE = class path_item_PathItemVisitor extends KE { constructor(s) { - super(s), (this.element = new Ab()); + (super(s), (this.element = new Ab())); } }, { @@ -50026,7 +50089,7 @@ } = $v; const GE = class security_scheme_SecuritySchemeVisitor extends JE { constructor(s) { - super(s), (this.element = new Qb()); + (super(s), (this.element = new Qb())); } }, { @@ -50040,7 +50103,7 @@ } = $v; const XE = class oauth_flows_OAuthFlowsVisitor extends YE { constructor(s) { - super(s), (this.element = new yb()); + (super(s), (this.element = new yb())); } }, { @@ -50054,24 +50117,24 @@ } = $v; const QE = class oauth_flow_OAuthFlowVisitor extends ZE { constructor(s) { - super(s), (this.element = new mb()); + (super(s), (this.element = new mb())); } }; class Webhooks extends Cu.Sh { static primaryClass = 'webhooks'; constructor(s, o, i) { - super(s, o, i), this.classes.push(Webhooks.primaryClass); + (super(s, o, i), this.classes.push(Webhooks.primaryClass)); } } const ew = Webhooks; class WebhooksVisitor extends Mixin(vm, rm) { constructor(s) { - super(s), + (super(s), (this.element = new ew()), (this.specPath = (s) => isReferenceLikeElement(s) ? ['document', 'objects', 'Reference'] - : ['document', 'objects', 'PathItem']); + : ['document', 'objects', 'PathItem'])); } ObjectElement(s) { const o = vm.prototype.ObjectElement.call(this, s); @@ -50585,7 +50648,7 @@ (s) => (o, i = {}) => apidom_ns_openapi_3_1_es_refractor_refract(o, { specPath: s, ...i }); - (Wv.refract = apidom_ns_openapi_3_1_es_refractor_createRefractor([ + ((Wv.refract = apidom_ns_openapi_3_1_es_refractor_createRefractor([ 'visitors', 'document', 'objects', @@ -50810,7 +50873,7 @@ 'objects', 'XML', '$visitor' - ])); + ]))); const iw = class NotImplementedError extends Hh {}; const aw = class MediaTypes extends Array { unknownMediaType = 'application/octet-stream'; @@ -50852,11 +50915,11 @@ refSet; errors; constructor({ uri: s, depth: o = 0, refSet: i, value: u }) { - (this.uri = s), + ((this.uri = s), (this.value = u), (this.depth = o), (this.refSet = i), - (this.errors = []); + (this.errors = [])); } }; const uw = class ReferenceSet { @@ -50864,7 +50927,7 @@ refs; circular; constructor({ refs: s = [], circular: o = !1 } = {}) { - (this.refs = []), (this.circular = o), s.forEach(this.add.bind(this)); + ((this.refs = []), (this.circular = o), s.forEach(this.add.bind(this))); } get size() { return this.refs.length; @@ -50893,11 +50956,11 @@ yield* this.refs; } clean() { - this.refs.forEach((s) => { + (this.refs.forEach((s) => { s.refSet = void 0; }), (this.rootRef = void 0), - (this.refs.length = 0); + (this.refs.length = 0)); } }, pw = { @@ -50945,11 +51008,11 @@ return (function _assoc(s, o, i) { if (Yo(s) && aa(i)) { var u = [].concat(i); - return (u[s] = o), u; + return ((u[s] = o), u); } var _ = {}; for (var w in i) _[w] = i[w]; - return (_[s] = o), _; + return ((_[s] = o), _); })(u, o, i); }); const fw = dw; @@ -50979,7 +51042,7 @@ data; parseResult; constructor({ uri: s, mediaType: o = 'text/plain', data: i, parseResult: u }) { - (this.uri = s), (this.mediaType = o), (this.data = i), (this.parseResult = u); + ((this.uri = s), (this.mediaType = o), (this.data = i), (this.parseResult = u)); } get extension() { return Yl(this.uri) @@ -51004,7 +51067,7 @@ const bw = class PluginError extends Ho { plugin; constructor(s, o) { - super(s, { cause: o.cause }), (this.plugin = o.plugin); + (super(s, { cause: o.cause }), (this.plugin = o.plugin)); } }, plugins_filter = async (s, o, i) => { @@ -51029,7 +51092,7 @@ u = !1; if (!Ku(s)) { const o = cloneShallow(s); - o.classes.push('result'), (i = new Mu([o])), (u = !0); + (o.classes.push('result'), (i = new Mu([o])), (u = !0)); } const _ = new vw({ uri: o.resolve.baseURI, @@ -51060,11 +51123,11 @@ fileExtensions: u = [], mediaTypes: _ = [] }) { - (this.name = s), + ((this.name = s), (this.allowEmpty = o), (this.sourceMap = i), (this.fileExtensions = u), - (this.mediaTypes = _); + (this.mediaTypes = _)); } }; const kw = class BinaryParser extends xw { @@ -51081,7 +51144,7 @@ u = new Mu(); if (0 !== i.length) { const s = new Cu.Om(i); - s.classes.push('result'), u.push(s); + (s.classes.push('result'), u.push(s)); } return u; } catch (o) { @@ -51108,7 +51171,7 @@ if (void 0 === i) throw new Ew('"openapi-3-1" dereference strategy is not available.'); const u = new uw(), _ = util_merge(o, { resolve: { internal: !1 }, dereference: { refSet: u } }); - return await i.dereference(s, _), u; + return (await i.dereference(s, _), u); } }; const Aw = class Resolver { @@ -51128,10 +51191,10 @@ redirects: u = 5, withCredentials: _ = !1 } = null != s ? s : {}; - super({ name: o }), + (super({ name: o }), (this.timeout = i), (this.redirects = u), - (this.withCredentials = _); + (this.withCredentials = _)); } canRead(s) { return isHttpUrl(s.uri); @@ -51140,8 +51203,8 @@ const Iw = class ResolveError extends Ho {}; const Pw = class ResolverError extends Iw {}, { AbortController: Mw, AbortSignal: Tw } = globalThis; - void 0 === globalThis.AbortController && (globalThis.AbortController = Mw), - void 0 === globalThis.AbortSignal && (globalThis.AbortSignal = Tw); + (void 0 === globalThis.AbortController && (globalThis.AbortController = Mw), + void 0 === globalThis.AbortSignal && (globalThis.AbortSignal = Tw)); const Nw = class HTTPResolverSwaggerClient extends jw { swaggerHTTPClient = http_http; swaggerHTTPClientConfig; @@ -51150,9 +51213,9 @@ swaggerHTTPClientConfig: o = {}, ...i } = {}) { - super({ ...i, name: 'http-swagger-client' }), + (super({ ...i, name: 'http-swagger-client' }), (this.swaggerHTTPClient = s), - (this.swaggerHTTPClientConfig = o); + (this.swaggerHTTPClientConfig = o)); } getHttpClient() { return this.swaggerHTTPClient; @@ -51180,8 +51243,8 @@ try { i.headers.delete('Content-Type'); } catch { - (i = new Response(i.body, { ...i, headers: new Headers(i.headers) })), - i.headers.delete('Content-Type'); + ((i = new Response(i.body, { ...i, headers: new Headers(i.headers) })), + i.headers.delete('Content-Type')); } return i; }, @@ -51216,7 +51279,7 @@ if (i) return !0; if (!i) try { - return JSON.parse(s.toString()), !0; + return (JSON.parse(s.toString()), !0); } catch (s) { return !1; } @@ -51230,7 +51293,7 @@ if (this.allowEmpty && '' === i.trim()) return o; try { const s = from(JSON.parse(i)); - return s.classes.push('result'), o.push(s), o; + return (s.classes.push('result'), o.push(s), o); } catch (o) { throw new Sw(`Error parsing "${s.uri}"`, { cause: o }); } @@ -51251,7 +51314,7 @@ if (i) return !0; if (!i) try { - return mn.load(s.toString(), { schema: nn }), !0; + return (mn.load(s.toString(), { schema: nn }), !0); } catch (s) { return !1; } @@ -51268,7 +51331,7 @@ const s = mn.load(i, { schema: nn }); if (this.allowEmpty && void 0 === s) return o; const u = from(s); - return u.classes.push('result'), o.push(u), o; + return (u.classes.push('result'), o.push(u), o); } catch (o) { throw new Sw(`Error parsing "${s.uri}"`, { cause: o }); } @@ -51294,7 +51357,7 @@ if (!i) try { const o = s.toString(); - return JSON.parse(o), this.detectionRegExp.test(o); + return (JSON.parse(o), this.detectionRegExp.test(o)); } catch (s) { return !1; } @@ -51311,7 +51374,7 @@ try { const s = JSON.parse(i), u = wb.refract(s, this.refractorOpts); - return u.classes.push('result'), o.push(u), o; + return (u.classes.push('result'), o.push(u), o); } catch (o) { throw new Sw(`Error parsing "${s.uri}"`, { cause: o }); } @@ -51338,7 +51401,7 @@ if (!i) try { const o = s.toString(); - return mn.load(o), this.detectionRegExp.test(o); + return (mn.load(o), this.detectionRegExp.test(o)); } catch (s) { return !1; } @@ -51355,7 +51418,7 @@ const s = mn.load(i, { schema: nn }); if (this.allowEmpty && void 0 === s) return o; const u = wb.refract(s, this.refractorOpts); - return u.classes.push('result'), o.push(u), o; + return (u.classes.push('result'), o.push(u), o); } catch (o) { throw new Sw(`Error parsing "${s.uri}"`, { cause: o }); } @@ -51378,14 +51441,14 @@ const zw = class ElementIdentityError extends Jo { value; constructor(s, o) { - super(s, o), void 0 !== o && (this.value = o.value); + (super(s, o), void 0 !== o && (this.value = o.value)); } }; class IdentityManager { uuid; identityMap; constructor({ length: s = 6 } = {}) { - (this.uuid = new Uw({ length: s })), (this.identityMap = new WeakMap()); + ((this.uuid = new Uw({ length: s })), (this.identityMap = new WeakMap())); } identify(s) { if (!Nu(s)) @@ -51397,7 +51460,7 @@ return s.id; if (this.identityMap.has(s)) return this.identityMap.get(s); const o = new Cu.Om(this.generateId()); - return this.identityMap.set(s, o), o; + return (this.identityMap.set(s, o), o); } forget(s) { return !!this.identityMap.has(s) && (this.identityMap.delete(s), !0); @@ -51412,7 +51475,7 @@ }), traversal_find = (s, o) => { const i = new PredicateVisitor({ predicate: s, returnOnTrue: Ju }); - return visitor_visit(o, i), Ww(void 0, [0], i.result); + return (visitor_visit(o, i), Ww(void 0, [0], i.result)); }; const Kw = class JsonSchema$anchorError extends Ho {}; const Hw = class EvaluationJsonSchema$anchorError extends Kw {}; @@ -51437,7 +51500,7 @@ }, traversal_filter = (s, o) => { const i = new PredicateVisitor({ predicate: s }); - return visitor_visit(o, i), new Cu.G6(i.result); + return (visitor_visit(o, i), new Cu.G6(i.result)); }; const Gw = class JsonSchemaUriError extends Ho {}; const Yw = class EvaluationJsonSchemaUriError extends Gw {}, @@ -51454,7 +51517,7 @@ refractToSchemaElement = (s) => { if (refractToSchemaElement.cache.has(s)) return refractToSchemaElement.cache.get(s); const o = qb.refract(s); - return refractToSchemaElement.cache.set(s, o), o; + return (refractToSchemaElement.cache.set(s, o), o); }; refractToSchemaElement.cache = new WeakMap(); const maybeRefractToSchemaElement = (s) => @@ -51555,12 +51618,12 @@ ancestors: _ = new AncestorLineage(), refractCache: w = new Map() }) { - (this.indirections = u), + ((this.indirections = u), (this.namespace = o), (this.reference = s), (this.options = i), (this.ancestors = new AncestorLineage(..._)), - (this.refractCache = w); + (this.refractCache = w)); } toBaseURI(s) { return resolve(this.reference.uri, sanitize(stripHash(s))); @@ -51610,11 +51673,11 @@ i = `${o}-${serializers_value(tS.identify(z))}`; if (this.refractCache.has(i)) z = this.refractCache.get(i); else if (isReferenceLikeElement(z)) - (z = Pb.refract(z)), + ((z = Pb.refract(z)), z.setMetaProperty('referenced-element', o), - this.refractCache.set(i, z); + this.refractCache.set(i, z)); else { - (z = this.namespace.getElementClass(o).refract(z)), this.refractCache.set(i, z); + ((z = this.namespace.getElementClass(o).refract(z)), this.refractCache.set(i, z)); } } if (s === z) throw new Ho('Recursive Reference Object detected'); @@ -51642,7 +51705,7 @@ ? Y : this.options.dereference.circularReplacer )(o); - return w.replaceWith(u, mutationReplacer), !i && u; + return (w.replaceWith(u, mutationReplacer), !i && u); } } const ee = stripHash($.refSet.rootRef.uri) !== $.uri, @@ -51657,11 +51720,11 @@ refractCache: this.refractCache, ancestors: x }); - (z = await eS(z, o, { + ((z = await eS(z, o, { keyMap: nw, nodeTypeGetter: apidom_ns_openapi_3_1_es_traversal_visitor_getNodeType })), - C.delete(s); + C.delete(s)); } this.indirections.pop(); const ae = cloneShallow(z); @@ -51731,7 +51794,7 @@ ? Y : this.options.dereference.circularReplacer )(o); - return w.replaceWith(u, mutationReplacer), !i && u; + return (w.replaceWith(u, mutationReplacer), !i && u); } } const ee = stripHash($.refSet.rootRef.uri) !== $.uri, @@ -51746,25 +51809,25 @@ refractCache: this.refractCache, ancestors: x }); - (z = await eS(z, o, { + ((z = await eS(z, o, { keyMap: nw, nodeTypeGetter: apidom_ns_openapi_3_1_es_traversal_visitor_getNodeType })), - C.delete(s); + C.delete(s)); } if ((this.indirections.pop(), H_(z))) { const o = new Ab([...z.content], cloneDeep(z.meta), cloneDeep(z.attributes)); - o.setMetaProperty('id', tS.generateId()), + (o.setMetaProperty('id', tS.generateId()), s.forEach((s, i, u) => { - o.remove(serializers_value(i)), o.content.push(u); + (o.remove(serializers_value(i)), o.content.push(u)); }), o.remove('$ref'), o.setMetaProperty('ref-fields', { $ref: serializers_value(s.$ref) }), o.setMetaProperty('ref-origin', $.uri), o.setMetaProperty('ref-referencing-element-id', cloneDeep(tS.identify(s))), - (z = o); + (z = o)); } - return w.replaceWith(z, mutationReplacer), i ? void 0 : z; + return (w.replaceWith(z, mutationReplacer), i ? void 0 : z); } async LinkElement(s, o, i, u, _, w) { if (!Ru(s.operationRef) && !Ru(s.operationId)) return; @@ -51788,7 +51851,7 @@ ? (x = this.refractCache.get(s)) : ((x = Sb.refract(x)), this.refractCache.set(s, x)); } - (x = cloneShallow(x)), x.setMetaProperty('ref-origin', L.uri); + ((x = cloneShallow(x)), x.setMetaProperty('ref-origin', L.uri)); const B = cloneShallow(s); return ( null === (C = B.operationRef) || void 0 === C || C.meta.set('operation', x), @@ -51829,7 +51892,7 @@ B = cloneShallow(L.value.result); B.setMetaProperty('ref-origin', L.uri); const $ = cloneShallow(s); - return ($.value = B), w.replaceWith($, mutationReplacer), i ? void 0 : $; + return (($.value = B), w.replaceWith($, mutationReplacer), i ? void 0 : $); } async SchemaElement(s, o, i, u, _, w) { if (!Ru(s.$ref)) return; @@ -51871,9 +51934,9 @@ j = await this.toReference(unsanitize(B)); const s = uriToPointer(B), o = maybeRefractToSchemaElement(j.value.result); - (Y = es_evaluate(s, o)), + ((Y = es_evaluate(s, o)), (Y = maybeRefractToSchemaElement(Y)), - (Y.id = tS.identify(Y)); + (Y.id = tS.identify(Y))); } } catch (s) { if (!(z && s instanceof Yw)) throw s; @@ -51888,9 +51951,9 @@ j = await this.toReference(unsanitize(B)); const s = uriToAnchor(B), o = maybeRefractToSchemaElement(j.value.result); - (Y = $anchor_evaluate(s, o)), + ((Y = $anchor_evaluate(s, o)), (Y = maybeRefractToSchemaElement(Y)), - (Y.id = tS.identify(Y)); + (Y.id = tS.identify(Y))); } else { if ( ((L = this.toBaseURI(B)), @@ -51903,9 +51966,9 @@ j = await this.toReference(unsanitize(B)); const s = uriToPointer(B), o = maybeRefractToSchemaElement(j.value.result); - (Y = es_evaluate(s, o)), + ((Y = es_evaluate(s, o)), (Y = maybeRefractToSchemaElement(Y)), - (Y.id = tS.identify(Y)); + (Y.id = tS.identify(Y))); } } if (s === Y) throw new Ho('Recursive Schema Object reference detected'); @@ -51933,7 +51996,7 @@ ? ie : this.options.dereference.circularReplacer )(o); - return w.replaceWith(u, mutationReplacer), !i && u; + return (w.replaceWith(u, mutationReplacer), !i && u); } } const le = stripHash(j.refSet.rootRef.uri) !== j.uri, @@ -51948,11 +52011,11 @@ refractCache: this.refractCache, ancestors: x }); - (Y = await eS(Y, o, { + ((Y = await eS(Y, o, { keyMap: nw, nodeTypeGetter: apidom_ns_openapi_3_1_es_traversal_visitor_getNodeType })), - C.delete(s); + C.delete(s)); } if ((this.indirections.pop(), predicates_isBooleanJsonSchemaElement(Y))) { const o = cloneDeep(Y); @@ -51967,17 +52030,17 @@ } if (Q_(Y)) { const o = new qb([...Y.content], cloneDeep(Y.meta), cloneDeep(Y.attributes)); - o.setMetaProperty('id', tS.generateId()), + (o.setMetaProperty('id', tS.generateId()), s.forEach((s, i, u) => { - o.remove(serializers_value(i)), o.content.push(u); + (o.remove(serializers_value(i)), o.content.push(u)); }), o.remove('$ref'), o.setMetaProperty('ref-fields', { $ref: serializers_value(s.$ref) }), o.setMetaProperty('ref-origin', j.uri), o.setMetaProperty('ref-referencing-element-id', cloneDeep(tS.identify(s))), - (Y = o); + (Y = o)); } - return w.replaceWith(Y, mutationReplacer), i ? void 0 : Y; + return (w.replaceWith(Y, mutationReplacer), i ? void 0 : Y); } } const rS = OpenAPI3_1DereferenceVisitor, @@ -51999,7 +52062,7 @@ w = new uw(); let x, C = _; - _.has(s.uri) + (_.has(s.uri) ? (x = _.find(Fw(s.uri, 'uri'))) : ((x = new cw({ uri: s.uri, value: s.parseResult })), _.add(x)), o.dereference.immutable && @@ -52007,7 +52070,7 @@ .map((s) => new cw({ ...s, value: cloneDeep(s.value) })) .forEach((s) => w.add(s)), (x = w.find((o) => o.uri === s.uri)), - (C = w)); + (C = w))); const j = new rS({ reference: x, namespace: u, options: o }), L = await nS(C.rootRef.value, j, { keyMap: nw, @@ -52053,20 +52116,20 @@ } catch (o) { var u, w; const x = new Error(o, { cause: o }); - (x.fullPath = [...to_path([..._, i, s]), 'properties']), + ((x.fullPath = [...to_path([..._, i, s]), 'properties']), null === (u = this.options.dereference.dereferenceOpts) || void 0 === u || null === (u = u.errors) || void 0 === u || null === (w = u.push) || void 0 === w || - w.call(u, x); + w.call(u, x)); } }); } }; constructor({ modelPropertyMacro: s, options: o }) { - (this.modelPropertyMacro = s), (this.options = o); + ((this.modelPropertyMacro = s), (this.options = o)); } }; const iS = class all_of_AllOfVisitor { @@ -52149,19 +52212,19 @@ } catch (s) { var C, j; const o = new Error(s, { cause: s }); - (o.fullPath = to_path([..._, i])), + ((o.fullPath = to_path([..._, i])), null === (C = this.options.dereference.dereferenceOpts) || void 0 === C || null === (C = C.errors) || void 0 === C || null === (j = C.push) || void 0 === j || - j.call(C, o); + j.call(C, o)); } } }; constructor({ parameterMacro: s, options: o }) { - (this.parameterMacro = s), (this.options = o); + ((this.parameterMacro = s), (this.options = o)); } }, get_root_cause = (s) => { @@ -52187,10 +52250,10 @@ basePath: i = null, ...u }) { - super(u), + (super(u), (this.allowMetaPatches = s), (this.useCircularStructures = o), - (this.basePath = i); + (this.basePath = i)); } async ReferenceElement(s, o, i, u, _, w) { try { @@ -52211,11 +52274,11 @@ i = `${o}-${serializers_value(pS.identify(Y))}`; if (this.refractCache.has(i)) Y = this.refractCache.get(i); else if (isReferenceLikeElement(Y)) - (Y = Pb.refract(Y)), + ((Y = Pb.refract(Y)), Y.setMetaProperty('referenced-element', o), - this.refractCache.set(i, Y); + this.refractCache.set(i, Y)); else { - (Y = this.namespace.getElementClass(o).refract(Y)), this.refractCache.set(i, Y); + ((Y = this.namespace.getElementClass(o).refract(Y)), this.refractCache.set(i, Y)); } } if (s === Y) throw new Ho('Recursive Reference Object detected'); @@ -52245,7 +52308,7 @@ ? x : this.options.dereference.circularReplacer )(o); - return w.replaceWith(o, dereference_mutationReplacer), !i && u; + return (w.replaceWith(o, dereference_mutationReplacer), !i && u); } } const Z = stripHash(V.refSet.rootRef.uri) !== V.uri, @@ -52267,11 +52330,11 @@ ? j : [...to_path([..._, i, s]), '$ref'] }); - (Y = await uS(Y, w, { + ((Y = await uS(Y, w, { keyMap: nw, nodeTypeGetter: apidom_ns_openapi_3_1_es_traversal_visitor_getNodeType })), - u.delete(s); + u.delete(s)); } this.indirections.pop(); const ie = cloneShallow(Y); @@ -52295,7 +52358,7 @@ const s = resolve(L, U); ie.set('$$ref', s); } - return w.replaceWith(ie, dereference_mutationReplacer), !i && ie; + return (w.replaceWith(ie, dereference_mutationReplacer), !i && ie); } catch (o) { var L, B, $; const u = get_root_cause(o), @@ -52368,7 +52431,7 @@ ? x : this.options.dereference.circularReplacer )(o); - return w.replaceWith(o, dereference_mutationReplacer), !i && u; + return (w.replaceWith(o, dereference_mutationReplacer), !i && u); } } const Z = stripHash(V.refSet.rootRef.uri) !== V.uri, @@ -52389,17 +52452,17 @@ ? j : [...to_path([..._, i, s]), '$ref'] }); - (Y = await uS(Y, w, { + ((Y = await uS(Y, w, { keyMap: nw, nodeTypeGetter: apidom_ns_openapi_3_1_es_traversal_visitor_getNodeType })), - u.delete(s); + u.delete(s)); } if ((this.indirections.pop(), H_(Y))) { const o = new Ab([...Y.content], cloneDeep(Y.meta), cloneDeep(Y.attributes)); if ( (s.forEach((s, i, u) => { - o.remove(serializers_value(i)), o.content.push(u); + (o.remove(serializers_value(i)), o.content.push(u)); }), o.remove('$ref'), o.setMetaProperty('ref-fields', { $ref: serializers_value(s.$ref) }), @@ -52412,7 +52475,7 @@ } Y = o; } - return w.replaceWith(Y, dereference_mutationReplacer), i ? void 0 : Y; + return (w.replaceWith(Y, dereference_mutationReplacer), i ? void 0 : Y); } catch (o) { var L, B, $; const u = get_root_cause(o), @@ -52477,9 +52540,9 @@ L = await this.toReference(unsanitize($)); const s = uriToPointer($), o = maybeRefractToSchemaElement(L.value.result); - (Z = es_evaluate(s, o)), + ((Z = es_evaluate(s, o)), (Z = maybeRefractToSchemaElement(Z)), - (Z.id = pS.identify(Z)); + (Z.id = pS.identify(Z))); } } catch (s) { if (!(Y && s instanceof Yw)) throw s; @@ -52494,9 +52557,9 @@ L = await this.toReference(unsanitize($)); const s = uriToAnchor($), o = maybeRefractToSchemaElement(L.value.result); - (Z = $anchor_evaluate(s, o)), + ((Z = $anchor_evaluate(s, o)), (Z = maybeRefractToSchemaElement(Z)), - (Z.id = pS.identify(Z)); + (Z.id = pS.identify(Z))); } else { if ( ((B = this.toBaseURI(serializers_value($))), @@ -52509,9 +52572,9 @@ L = await this.toReference(unsanitize($)); const s = uriToPointer($), o = maybeRefractToSchemaElement(L.value.result); - (Z = es_evaluate(s, o)), + ((Z = es_evaluate(s, o)), (Z = maybeRefractToSchemaElement(Z)), - (Z.id = pS.identify(Z)); + (Z.id = pS.identify(Z))); } } if (s === Z) throw new Ho('Recursive Schema Object reference detected'); @@ -52541,7 +52604,7 @@ ? x : this.options.dereference.circularReplacer )(o); - return w.replaceWith(u, dereference_mutationReplacer), !i && u; + return (w.replaceWith(u, dereference_mutationReplacer), !i && u); } } const ae = stripHash(L.refSet.rootRef.uri) !== L.uri, @@ -52562,11 +52625,11 @@ ? j : [...to_path([..._, i, s]), '$ref'] }); - (Z = await uS(Z, w, { + ((Z = await uS(Z, w, { keyMap: nw, nodeTypeGetter: apidom_ns_openapi_3_1_es_traversal_visitor_getNodeType })), - u.delete(s); + u.delete(s)); } if ((this.indirections.pop(), predicates_isBooleanJsonSchemaElement(Z))) { const o = cloneDeep(Z); @@ -52582,7 +52645,7 @@ const o = new qb([...Z.content], cloneDeep(Z.meta), cloneDeep(Z.attributes)); if ( (s.forEach((s, i, u) => { - o.remove(serializers_value(i)), o.content.push(u); + (o.remove(serializers_value(i)), o.content.push(u)); }), o.remove('$ref'), o.setMetaProperty('ref-fields', { $ref: serializers_value(s.$ref) }), @@ -52595,7 +52658,7 @@ } Z = o; } - return w.replaceWith(Z, dereference_mutationReplacer), i ? void 0 : Z; + return (w.replaceWith(Z, dereference_mutationReplacer), i ? void 0 : Z); } catch (o) { var L, B, $; const u = get_root_cause(o), @@ -52651,10 +52714,10 @@ const fS = class RootVisitor { constructor({ parameterMacro: s, modelPropertyMacro: o, mode: i, options: u, ..._ }) { const w = []; - w.push(new hS({ ..._, options: u })), + (w.push(new hS({ ..._, options: u })), 'function' == typeof o && w.push(new oS({ modelPropertyMacro: o, options: u })), 'strict' !== i && w.push(new iS({ options: u })), - 'function' == typeof s && w.push(new aS({ parameterMacro: s, options: u })); + 'function' == typeof s && w.push(new aS({ parameterMacro: s, options: u }))); const x = dS(w, { nodeTypeGetter: apidom_ns_openapi_3_1_es_traversal_visitor_getNodeType }); @@ -52676,13 +52739,13 @@ ancestors: _ = [], ...w } = {}) { - super({ ...w }), + (super({ ...w }), (this.name = 'openapi-3-1-swagger-client'), (this.allowMetaPatches = s), (this.parameterMacro = o), (this.modelPropertyMacro = i), (this.mode = u), - (this.ancestors = [..._]); + (this.ancestors = [..._])); } async dereference(s, o) { var i; @@ -52691,7 +52754,7 @@ w = new uw(); let x, C = _; - _.has(s.uri) + (_.has(s.uri) ? (x = _.find((o) => o.uri === s.uri)) : ((x = new cw({ uri: s.uri, value: s.parseResult })), _.add(x)), o.dereference.immutable && @@ -52699,7 +52762,7 @@ .map((s) => new cw({ ...s, value: cloneDeep(s.value) })) .forEach((s) => w.add(s)), (x = w.find((o) => o.uri === s.uri)), - (C = w)); + (C = w))); const j = new fS({ reference: x, namespace: u, @@ -52860,13 +52923,13 @@ } var vS = (function () { function _ObjectMap() { - (this.map = {}), (this.length = 0); + ((this.map = {}), (this.length = 0)); } return ( (_ObjectMap.prototype.set = function (s, o) { var i = this.hash(s), u = this.map[i]; - u || (this.map[i] = u = []), u.push([s, o]), (this.length += 1); + (u || (this.map[i] = u = []), u.push([s, o]), (this.length += 1)); }), (_ObjectMap.prototype.hash = function (s) { var o = []; @@ -52893,11 +52956,11 @@ })(), bS = (function () { function XReduceBy(s, o, i, u) { - (this.valueFn = s), + ((this.valueFn = s), (this.valueAcc = o), (this.keyFn = i), (this.xf = u), - (this.inputs = {}); + (this.inputs = {})); } return ( (XReduceBy.prototype['@@transducer/init'] = _xfBase_init), @@ -52911,7 +52974,7 @@ s = s['@@transducer/value']; break; } - return (this.inputs = null), this.xf['@@transducer/result'](s); + return ((this.inputs = null), this.xf['@@transducer/result'](s)); }), (XReduceBy.prototype['@@transducer/step'] = function (s, o) { var i = this.keyFn(o); @@ -52945,22 +53008,22 @@ _checkForMethod( 'groupBy', _S(function (s, o) { - return s.push(o), s; + return (s.push(o), s); }, []) ) ); const wS = class NormalizeStorage { internalStore; constructor(s, o, i) { - (this.storageElement = s), (this.storageField = o), (this.storageSubField = i); + ((this.storageElement = s), (this.storageField = o), (this.storageSubField = i)); } get store() { if (!this.internalStore) { let s = this.storageElement.get(this.storageField); Fu(s) || ((s = new Cu.Sh()), this.storageElement.set(this.storageField, s)); let o = s.get(this.storageSubField); - qu(o) || ((o = new Cu.wE()), s.set(this.storageSubField, o)), - (this.internalStore = o); + (qu(o) || ((o = new Cu.wE()), s.set(this.storageSubField, o)), + (this.internalStore = o)); } return this.internalStore; } @@ -53002,7 +53065,7 @@ }, leave() { const s = ES((s) => serializers_value(s.operationId), C); - Object.entries(s).forEach(([s, o]) => { + (Object.entries(s).forEach(([s, o]) => { Array.isArray(o) && (o.length <= 1 || o.forEach((o, i) => { @@ -53023,7 +53086,7 @@ }), (C.length = 0), (j.length = 0), - (L = void 0); + (L = void 0)); } }, PathItemElement: { @@ -53062,7 +53125,7 @@ }; var SS = (function () { function XUniqWith(s, o) { - (this.xf = o), (this.pred = s), (this.items = []); + ((this.xf = o), (this.pred = s), (this.items = [])); } return ( (XUniqWith.prototype['@@transducer/init'] = _xfBase_init), @@ -53083,7 +53146,7 @@ var xS = _curry2( _dispatchable([], _xuniqWith, function (s, o) { for (var i, u = 0, _ = o.length, w = []; u < _; ) - _includesWith(s, (i = o[u]), w) || (w[w.length] = i), (u += 1); + (_includesWith(s, (i = o[u]), w) || (w[w.length] = i), (u += 1)); return w; }) ); @@ -53131,7 +53194,7 @@ if (w.includes(L)) return; const B = Ww([], ['parameters', 'content'], s), $ = kS(parameterEquals, [...B, ...j]); - (s.parameters = new yv($)), w.append(L); + ((s.parameters = new yv($)), w.append(L)); } } } @@ -53146,11 +53209,11 @@ visitor: { OpenApi3_1Element: { enter(o) { - (w = new wS(o, s, 'security-requirements')), - i.isArrayElement(o.security) && (_ = o.security); + ((w = new wS(o, s, 'security-requirements')), + i.isArrayElement(o.security) && (_ = o.security)); }, leave() { - (w = void 0), (_ = void 0); + ((w = void 0), (_ = void 0)); } }, OperationElement: { @@ -53299,9 +53362,9 @@ i.classes.push('result'); const u = o(i), _ = serializers_value(u); - return yS.cache.set(_, u), serializers_value(u); + return (yS.cache.set(_, u), serializers_value(u)); })(s); - return (i.$$normalized = !0), i; + return ((i.$$normalized = !0), i); } var o; return Nu(s) ? openapi_3_1_apidom_normalize(s) : s; @@ -53327,7 +53390,7 @@ o = MS, i = this, u = 'parser.js: Parser(): '; - (i.ast = void 0), (i.stats = void 0), (i.trace = void 0), (i.callbacks = []); + ((i.ast = void 0), (i.stats = void 0), (i.trace = void 0), (i.callbacks = [])); let _, w, x, @@ -53341,15 +53404,15 @@ z = 0, Y = 0, Z = new (function systemData() { - (this.state = s.ACTIVE), + ((this.state = s.ACTIVE), (this.phraseLength = 0), (this.refresh = () => { - (this.state = s.ACTIVE), (this.phraseLength = 0); - }); + ((this.state = s.ACTIVE), (this.phraseLength = 0)); + })); })(); i.parse = (ee, ie, ae, le) => { const ce = `${u}parse(): `; - ($ = 0), + (($ = 0), (V = 0), (U = 0), (z = 0), @@ -53364,7 +53427,7 @@ (B = void 0), (C = o.stringToChars(ae)), (_ = ee.rules), - (w = ee.udts); + (w = ee.udts)); const pe = ie.toLowerCase(); let de; for (const s in _) @@ -53374,7 +53437,7 @@ } if (void 0 === de) throw new Error(`${ce}start rule name '${startRule}' not recognized`); - (() => { + ((() => { const s = `${u}initializeCallbacks(): `; let o, x; for (j = [], L = [], o = 0; o < _.length; o += 1) j[o] = void 0; @@ -53402,7 +53465,7 @@ (B = le), (x = [{ type: s.RNM, index: de }]), opExecute(0, 0), - (x = void 0); + (x = void 0)); let fe = !1; switch (Z.state) { case s.ACTIVE: @@ -53432,9 +53495,9 @@ if (i.phraseLength > _) { let s = `${u}opRNM(${o.name}): callback function error: `; throw ( - ((s += `sysData.phraseLength: ${i.phraseLength}`), + (s += `sysData.phraseLength: ${i.phraseLength}`), (s += ` must be <= remaining chars: ${_}`), - new Error(s)) + new Error(s) ); } switch (i.state) { @@ -53463,20 +53526,20 @@ let V, U, z; const Y = x[o], ee = w[Y.index]; - (Z.UdtIndex = ee.index), + ((Z.UdtIndex = ee.index), $ || ((z = i.ast && i.ast.udtDefined(Y.index)), z && - ((U = _.length + Y.index), (V = i.ast.getLength()), i.ast.down(U, ee.name))); + ((U = _.length + Y.index), (V = i.ast.getLength()), i.ast.down(U, ee.name)))); const ie = C.length - j; - L[Y.index](Z, C, j, B), + (L[Y.index](Z, C, j, B), ((o, i, _) => { if (i.phraseLength > _) { let s = `${u}opUDT(${o.name}): callback function error: `; throw ( - ((s += `sysData.phraseLength: ${i.phraseLength}`), + (s += `sysData.phraseLength: ${i.phraseLength}`), (s += ` must be <= remaining chars: ${_}`), - new Error(s)) + new Error(s) ); } switch (i.state) { @@ -53506,7 +53569,7 @@ (z && (Z.state === s.NOMATCH ? i.ast.setLength(V) - : i.ast.up(U, ee.name, j, Z.phraseLength))); + : i.ast.up(U, ee.name, j, Z.phraseLength)))); }, opExecute = (o, w) => { const L = `${u}opExecute(): `, @@ -53534,13 +53597,13 @@ ((o, u) => { let _, w, C, j; const L = x[o]; - i.ast && (w = i.ast.getLength()), (_ = !0), (C = u), (j = 0); + (i.ast && (w = i.ast.getLength()), (_ = !0), (C = u), (j = 0)); for (let o = 0; o < L.children.length; o += 1) { if ((opExecute(L.children[o], C), Z.state === s.NOMATCH)) { _ = !1; break; } - (C += Z.phraseLength), (j += Z.phraseLength); + ((C += Z.phraseLength), (j += Z.phraseLength)); } _ ? ((Z.state = 0 === j ? s.EMPTY : s.MATCH), (Z.phraseLength = j)) @@ -53553,14 +53616,13 @@ ((o, u) => { let _, w, j, L; const B = x[o]; - if (0 === B.max) return (Z.state = s.EMPTY), void (Z.phraseLength = 0); + if (0 === B.max) return ((Z.state = s.EMPTY), void (Z.phraseLength = 0)); for ( w = u, j = 0, L = 0, i.ast && (_ = i.ast.getLength()); !(w >= C.length) && (opExecute(o + 1, w), Z.state !== s.NOMATCH) && Z.state !== s.EMPTY && ((L += 1), (j += Z.phraseLength), (w += Z.phraseLength), L !== B.max); - ); Z.state === s.EMPTY || L >= B.min ? ((Z.state = 0 === j ? s.EMPTY : s.MATCH), (Z.phraseLength = j)) @@ -53582,7 +53644,7 @@ Y) ) { const o = C.length - u; - Y(Z, C, u, B), + (Y(Z, C, u, B), validateRnmCallbackResult(z, Z, o, !0), Z.state === s.ACTIVE && ((V = x), @@ -53590,8 +53652,8 @@ opExecute(0, u), (x = V), Y(Z, C, u, B), - validateRnmCallbackResult(z, Z, o, !1)); - } else (V = x), (x = z.opcodes), opExecute(0, u, Z), (x = V); + validateRnmCallbackResult(z, Z, o, !1))); + } else ((V = x), (x = z.opcodes), opExecute(0, u, Z), (x = V)); $ || (L && (Z.state === s.NOMATCH @@ -53602,11 +53664,11 @@ case s.TRG: ((o, i) => { const u = x[o]; - (Z.state = s.NOMATCH), + ((Z.state = s.NOMATCH), i < C.length && u.min <= C[i] && C[i] <= u.max && - ((Z.state = s.MATCH), (Z.phraseLength = 1)); + ((Z.state = s.MATCH), (Z.phraseLength = 1))); })(o, w); break; case s.TBS: @@ -53615,7 +53677,7 @@ _ = u.string.length; if (((Z.state = s.NOMATCH), i + _ <= C.length)) { for (let s = 0; s < _; s += 1) if (C[i + s] !== u.string[s]) return; - (Z.state = s.MATCH), (Z.phraseLength = _); + ((Z.state = s.MATCH), (Z.phraseLength = _)); } })(o, w); break; @@ -53632,7 +53694,7 @@ ((u = C[i + s]), u >= 65 && u <= 90 && (u += 32), u !== _.string[s]) ) return; - (Z.state = s.MATCH), (Z.phraseLength = w); + ((Z.state = s.MATCH), (Z.phraseLength = w)); } } else Z.state = s.EMPTY; })(o, w); @@ -53677,10 +53739,10 @@ default: throw new Error(`${L}unrecognized operator`); } - $ || (w + Z.phraseLength > Y && (Y = w + Z.phraseLength)), + ($ || (w + Z.phraseLength > Y && (Y = w + Z.phraseLength)), i.stats && i.stats.collect(ee, Z), i.trace && i.trace.up(ee, Z.state, w, Z.phraseLength), - (V -= 1); + (V -= 1)); }; }, PS = function fnast() { @@ -53699,10 +53761,10 @@ for (; s-- > 0; ) o += ' '; return o; } - (i.callbacks = []), + ((i.callbacks = []), (i.init = (s, o, B) => { let $; - (j.length = 0), (L.length = 0), (x = 0), (u = s), (_ = o), (w = B); + ((j.length = 0), (L.length = 0), (x = 0), (u = s), (_ = o), (w = B)); const V = []; for ($ = 0; $ < u.length; $ += 1) V.push(u[$].lower); for ($ = 0; $ < _.length; $ += 1) V.push(_[$].lower); @@ -53759,15 +53821,15 @@ (i.translate = (o) => { let i, u; for (let _ = 0; _ < L.length; _ += 1) - (u = L[_]), + ((u = L[_]), (i = C[u.callbackIndex]), i && (u.state === s.SEM_PRE ? i(s.SEM_PRE, w, u.phraseIndex, u.phraseLength, o) - : i && i(s.SEM_POST, w, u.phraseIndex, u.phraseLength, o)); + : i && i(s.SEM_POST, w, u.phraseIndex, u.phraseLength, o))); }), (i.setLength = (s) => { - (L.length = s), (j.length = s > 0 ? L[s - 1].stack : 0); + ((L.length = s), (j.length = s > 0 ? L[s - 1].stack : 0)); }), (i.getLength = () => L.length), (i.toXml = () => { @@ -53795,7 +53857,7 @@ (i += '\n'), i ); - }); + })); }, MS = { stringToChars: (s) => [...s].map((s) => s.codePointAt(0)), @@ -53901,7 +53963,7 @@ return TS.SEM_OK; }, NS = new (function grammar() { - (this.grammarObject = 'grammarObject'), + ((this.grammarObject = 'grammarObject'), (this.rules = []), (this.rules[0] = { name: 'server-url-template', @@ -54078,15 +54140,15 @@ (s += 'iprivate = %xE000-F8FF / %xF0000-FFFFD / %x100000-10FFFD\n'), '; OpenAPI Server URL templating ABNF syntax\nserver-url-template = 1*( literals / server-variable )\nserver-variable = "{" server-variable-name "}"\nserver-variable-name = 1*( unreserved / pct-encoded / sub-delims / ":" / "@" )\nliterals = 1*( %x21 / %x23-24 / %x26 / %x28-3B / %x3D / %x3F-5B\n / %x5D / %x5F / %x61-7A / %x7E / ucschar / iprivate\n / pct-encoded)\n ; any Unicode character except: CTL, SP,\n ; DQUOTE, "\'", "%" (aside from pct-encoded),\n ; "<", ">", "\\", "^", "`", "{", "|", "}"\n\n; Characters definitions (from RFC 6570)\nALPHA = %x41-5A / %x61-7A ; A-Z / a-z\nDIGIT = %x30-39 ; 0-9\nHEXDIG = DIGIT / "A" / "B" / "C" / "D" / "E" / "F"\n ; case-insensitive\n\npct-encoded = "%" HEXDIG HEXDIG\nunreserved = ALPHA / DIGIT / "-" / "." / "_" / "~"\nsub-delims = "!" / "$" / "&" / "\'" / "(" / ")"\n / "*" / "+" / "," / ";" / "="\n\nucschar = %xA0-D7FF / %xF900-FDCF / %xFDF0-FFEF\n / %x10000-1FFFD / %x20000-2FFFD / %x30000-3FFFD\n / %x40000-4FFFD / %x50000-5FFFD / %x60000-6FFFD\n / %x70000-7FFFD / %x80000-8FFFD / %x90000-9FFFD\n / %xA0000-AFFFD / %xB0000-BFFFD / %xC0000-CFFFD\n / %xD0000-DFFFD / %xE1000-EFFFD\n\niprivate = %xE000-F8FF / %xF0000-FFFFD / %x100000-10FFFD\n' ); - }); + })); })(), openapi_server_url_templating_es_parse = (s) => { const o = new IS(); - (o.ast = new PS()), + ((o.ast = new PS()), (o.ast.callbacks['server-url-template'] = server_url_template), (o.ast.callbacks['server-variable'] = callbacks_server_variable), (o.ast.callbacks['server-variable-name'] = server_variable_name), - (o.ast.callbacks.literals = callbacks_literals); + (o.ast.callbacks.literals = callbacks_literals)); return { result: o.parse(NS, 'server-url-template', s), ast: o.ast }; }, openapi_server_url_templating_es_test = (s, { strict: o = !1 } = {}) => { @@ -54098,7 +54160,7 @@ const _ = u.some(([s]) => 'server-variable' === s); if (!o && !_) try { - return new URL(s, 'https://vladimirgorej.com'), !0; + return (new URL(s, 'https://vladimirgorej.com'), !0); } catch { return !1; } @@ -54136,7 +54198,8 @@ return x.join(''); }; const callbacks_slash = (s, o, i, u, _) => ( - s === TS.SEM_PRE ? _.push(['slash', MS.charsToString(o, i, u)]) : TS.SEM_POST, TS.SEM_OK + s === TS.SEM_PRE ? _.push(['slash', MS.charsToString(o, i, u)]) : TS.SEM_POST, + TS.SEM_OK ), path_template = (s, o, i, u, _) => { if (s === TS.SEM_PRE) { @@ -54146,14 +54209,16 @@ return TS.SEM_OK; }, callbacks_path = (s, o, i, u, _) => ( - s === TS.SEM_PRE ? _.push(['path', MS.charsToString(o, i, u)]) : TS.SEM_POST, TS.SEM_OK + s === TS.SEM_PRE ? _.push(['path', MS.charsToString(o, i, u)]) : TS.SEM_POST, + TS.SEM_OK ), path_literal = (s, o, i, u, _) => ( s === TS.SEM_PRE ? _.push(['path-literal', MS.charsToString(o, i, u)]) : TS.SEM_POST, TS.SEM_OK ), callbacks_query = (s, o, i, u, _) => ( - s === TS.SEM_PRE ? _.push(['query', MS.charsToString(o, i, u)]) : TS.SEM_POST, TS.SEM_OK + s === TS.SEM_PRE ? _.push(['query', MS.charsToString(o, i, u)]) : TS.SEM_POST, + TS.SEM_OK ), query_marker = (s, o, i, u, _) => ( s === TS.SEM_PRE ? _.push(['query-marker', MS.charsToString(o, i, u)]) : TS.SEM_POST, @@ -54180,7 +54245,7 @@ TS.SEM_OK ), DS = new (function path_templating_grammar() { - (this.grammarObject = 'grammarObject'), + ((this.grammarObject = 'grammarObject'), (this.rules = []), (this.rules[0] = { name: 'path-template', @@ -54412,11 +54477,11 @@ (s += 'HEXDIG = DIGIT / "A" / "B" / "C" / "D" / "E" / "F"\n'), '; OpenAPI Path Templating ABNF syntax\npath-template = path [ query-marker query ] [ fragment-marker fragment ]\npath = slash *( path-segment slash ) [ path-segment ]\npath-segment = 1*( path-literal / template-expression )\nquery = *( query-literal )\nquery-literal = 1*( unreserved / pct-encoded / sub-delims / ":" / "@" / "/" / "?" / "&" / "=" )\nquery-marker = "?"\nfragment = *( fragment-literal )\nfragment-literal = 1*( unreserved / pct-encoded / sub-delims / ":" / "@" / "/" / "?" )\nfragment-marker = "#"\nslash = "/"\npath-literal = 1*( unreserved / pct-encoded / sub-delims / ":" / "@" )\ntemplate-expression = "{" template-expression-param-name "}"\ntemplate-expression-param-name = 1*( unreserved / pct-encoded / sub-delims / ":" / "@" )\n\n; Characters definitions (from RFC 3986)\nunreserved = ALPHA / DIGIT / "-" / "." / "_" / "~"\npct-encoded = "%" HEXDIG HEXDIG\nsub-delims = "!" / "$" / "&" / "\'" / "(" / ")"\n / "*" / "+" / "," / ";" / "="\nALPHA = %x41-5A / %x61-7A ; A-Z / a-z\nDIGIT = %x30-39 ; 0-9\nHEXDIG = DIGIT / "A" / "B" / "C" / "D" / "E" / "F"\n' ); - }); + })); })(), openapi_path_templating_es_parse = (s) => { const o = new IS(); - (o.ast = new PS()), + ((o.ast = new PS()), (o.ast.callbacks['path-template'] = path_template), (o.ast.callbacks.path = callbacks_path), (o.ast.callbacks.query = callbacks_query), @@ -54426,7 +54491,7 @@ (o.ast.callbacks.slash = callbacks_slash), (o.ast.callbacks['path-literal'] = path_literal), (o.ast.callbacks['template-expression'] = template_expression), - (o.ast.callbacks['template-expression-param-name'] = template_expression_param_name); + (o.ast.callbacks['template-expression-param-name'] = template_expression_param_name)); return { result: o.parse(DS, 'path-template', s), ast: o.ast }; }, encodePathComponent = (s) => @@ -54468,15 +54533,15 @@ void 0 !== o && (s.body = o); }, header: function headerBuilder({ req: s, parameter: o, value: i }) { - (s.headers = s.headers || {}), void 0 !== i && (s.headers[o.name] = i); + ((s.headers = s.headers || {}), void 0 !== i && (s.headers[o.name] = i)); }, query: function queryBuilder({ req: s, value: o, parameter: i }) { - (s.query = s.query || {}), !1 === o && 'boolean' === i.type && (o = 'false'); + ((s.query = s.query || {}), !1 === o && 'boolean' === i.type && (o = 'false')); 0 === o && ['number', 'integer'].indexOf(i.type) > -1 && (o = '0'); if (o) s.query[i.name] = { collectionFormat: i.collectionFormat, value: o }; else if (i.allowEmptyValue && void 0 !== o) { const o = i.name; - (s.query[o] = s.query[o] || {}), (s.query[o].allowEmptyValue = !0); + ((s.query[o] = s.query[o] || {}), (s.query[o].allowEmptyValue = !0)); } }, path: function pathBuilder({ req: s, value: o, parameter: i, baseURL: u }) { @@ -54490,12 +54555,12 @@ !1 === o && 'boolean' === i.type && (o = 'false'); 0 === o && ['number', 'integer'].indexOf(i.type) > -1 && (o = '0'); if (o) - (s.form = s.form || {}), - (s.form[i.name] = { collectionFormat: i.collectionFormat, value: o }); + ((s.form = s.form || {}), + (s.form[i.name] = { collectionFormat: i.collectionFormat, value: o })); else if (i.allowEmptyValue && void 0 !== o) { s.form = s.form || {}; const o = i.name; - (s.form[o] = s.form[o] || {}), (s.form[o].allowEmptyValue = !0); + ((s.form[o] = s.form[o] || {}), (s.form[o].allowEmptyValue = !0)); } } }; @@ -54549,7 +54614,7 @@ if (u) s.query[i.name] = u; else if (i.allowEmptyValue) { const o = i.name; - (s.query[o] = s.query[o] || {}), (s.query[o].allowEmptyValue = !0); + ((s.query[o] = s.query[o] || {}), (s.query[o].allowEmptyValue = !0)); } } else if ((!1 === o && (o = 'false'), 0 === o && (o = '0'), o)) { const { style: u, explode: _, allowReserved: w } = i; @@ -54559,7 +54624,7 @@ }; } else if (i.allowEmptyValue && void 0 !== o) { const o = i.name; - (s.query[o] = s.query[o] || {}), (s.query[o].allowEmptyValue = !0); + ((s.query[o] = s.query[o] || {}), (s.query[o].allowEmptyValue = !0)); } } const FS = ['accept', 'authorization', 'content-type']; @@ -54649,9 +54714,9 @@ { type: _ } = i; if (o) if ('apiKey' === _) - 'query' === i.in && (w.query[i.name] = u), + ('query' === i.in && (w.query[i.name] = u), 'header' === i.in && (w.headers[i.name] = u), - 'cookie' === i.in && (w.cookies[i.name] = u); + 'cookie' === i.in && (w.cookies[i.name] = u)); else if ('http' === _) { if (/^basic$/i.test(i.scheme)) { const s = u.username || '', @@ -54664,8 +54729,8 @@ const s = o.token || {}, u = s[i['x-tokenName'] || 'access_token']; let _ = s.token_type; - (_ && 'bearer' !== _.toLowerCase()) || (_ = 'Bearer'), - (w.headers.Authorization = `${_} ${u}`); + ((_ && 'bearer' !== _.toLowerCase()) || (_ = 'Bearer'), + (w.headers.Authorization = `${_} ${u}`)); } }); }), @@ -54703,7 +54768,7 @@ void 0 !== $ ? $ : {}; - (o.form = {}), + ((o.form = {}), Object.keys(u).forEach((i) => { let _; try { @@ -54712,7 +54777,7 @@ _ = u[i]; } o.form[i] = { value: _, encoding: s[i] || {} }; - }); + })); } else if ('string' == typeof u) { var U, z; const s = @@ -54780,14 +54845,14 @@ if (o) if ('apiKey' === C) { const s = 'query' === x.in ? 'query' : 'headers'; - (_[s] = _[s] || {}), (_[s][x.name] = u); + ((_[s] = _[s] || {}), (_[s][x.name] = u)); } else if ('basic' === C) if (u.header) _.headers.authorization = u.header; else { const s = u.username || '', o = u.password || ''; - (u.base64 = VS(`${s}:${o}`)), - (_.headers.authorization = `Basic ${u.base64}`); + ((u.base64 = VS(`${s}:${o}`)), + (_.headers.authorization = `Basic ${u.base64}`)); } else 'oauth2' === C && @@ -54904,10 +54969,10 @@ headers: {}, cookies: {} }; - U && (ae.signal = U), + (U && (ae.signal = U), x && (ae.requestInterceptor = x), C && (ae.responseInterceptor = C), - L && (ae.userFetch = L); + L && (ae.userFetch = L)); const le = (function getOperationRaw(s, o) { return s && s.paths ? (function findOperation(s, o) { @@ -54975,14 +55040,14 @@ ? void 0 : j.servers, z = null == s ? void 0 : s.servers; - (B = isNonEmptyServerList(V) + ((B = isNonEmptyServerList(V) ? V : isNonEmptyServerList(U) ? U : isNonEmptyServerList(z) ? z : [Rc]), - u && ((L = B.find((s) => s.url === u)), L && ($ = u)); + u && ((L = B.find((s) => s.url === u)), L && ($ = u))); $ || (([L] = B), ($ = L.url)); if (openapi_server_url_templating_es_test($, { strict: !0 })) { const s = Object.entries({ ...L.variables }).reduce( @@ -55029,14 +55094,14 @@ (ae.url += ee), !u) ) - return delete ae.cookies, ae; - (ae.url += de), (ae.method = `${pe}`.toUpperCase()), (Y = Y || {}); + return (delete ae.cookies, ae); + ((ae.url += de), (ae.method = `${pe}`.toUpperCase()), (Y = Y || {})); const ye = i.paths[de] || {}; _ && (ae.headers.accept = _); const be = ((s) => { const o = {}; s.forEach((s) => { - o[s.in] || (o[s.in] = {}), (o[s.in][s.name] = s); + (o[s.in] || (o[s.in] = {}), (o[s.in][s.name] = s)); }); const i = []; return ( @@ -55087,7 +55152,7 @@ }, ''); ae.headers.Cookie = s; } - return ae.cookies && delete ae.cookies, serializeRequest(ae); + return (ae.cookies && delete ae.cookies, serializeRequest(ae)); } const stripNonAlpha = (s) => (s ? s.replace(/\W/g, '') : null); const isNonEmptyServerList = (s) => Array.isArray(s) && s.length > 0; @@ -55187,7 +55252,7 @@ if (!HS.createContext) return {}; const s = GS[JS] ?? (GS[JS] = new Map()); let o = s.get(HS.createContext); - return o || ((o = HS.createContext(null)), s.set(HS.createContext, o)), o; + return (o || ((o = HS.createContext(null)), s.set(HS.createContext, o)), o); } var YS = getContext(), notInitialized = () => { @@ -55263,7 +55328,12 @@ (j = U), z && Y ? (function handleNewPropsAndNewState() { - return (L = s(C, j)), o.dependsOnOwnProps && (B = o(u, j)), ($ = i(L, B, j)), $; + return ( + (L = s(C, j)), + o.dependsOnOwnProps && (B = o(u, j)), + ($ = i(L, B, j)), + $ + ); })() : z ? (function handleNewProps() { @@ -55278,7 +55348,7 @@ ? (function handleNewState() { const o = s(C, j), u = !x(o, L); - return (L = o), u && ($ = i(L, B, j)), $; + return ((L = o), u && ($ = i(L, B, j)), $); })() : $ ); @@ -55288,7 +55358,13 @@ ? handleSubsequentCalls(_, w) : (function handleFirstCall(_, w) { return ( - (C = _), (j = w), (L = s(C, j)), (B = o(u, j)), ($ = i(L, B, j)), (V = !0), $ + (C = _), + (j = w), + (L = s(C, j)), + (B = o(u, j)), + ($ = i(L, B, j)), + (V = !0), + $ ); })(_, w); }; @@ -55299,7 +55375,7 @@ function constantSelector() { return i; } - return (constantSelector.dependsOnOwnProps = !1), constantSelector; + return ((constantSelector.dependsOnOwnProps = !1), constantSelector); }; } function getDependsOnOwnProps(s) { @@ -55313,7 +55389,7 @@ return ( (u.dependsOnOwnProps = !0), (u.mapToProps = function detectFactoryAndVerify(o, i) { - (u.mapToProps = s), (u.dependsOnOwnProps = getDependsOnOwnProps(s)); + ((u.mapToProps = s), (u.dependsOnOwnProps = getDependsOnOwnProps(s))); let _ = u(o, i); return ( 'function' == typeof _ && @@ -55350,7 +55426,7 @@ x.onStateChange && x.onStateChange(); } function trySubscribe() { - _++, + (_++, i || ((i = o ? o.addNestedSub(handleChangeWrapper) : s.subscribe(handleChangeWrapper)), (u = (function createListenerCollection() { @@ -55358,18 +55434,18 @@ o = null; return { clear() { - (s = null), (o = null); + ((s = null), (o = null)); }, notify() { defaultNoopBatch(() => { let o = s; - for (; o; ) o.callback(), (o = o.next); + for (; o; ) (o.callback(), (o = o.next)); }); }, get() { const o = []; let i = s; - for (; i; ) o.push(i), (i = i.next); + for (; i; ) (o.push(i), (i = i.next)); return o; }, subscribe(i) { @@ -55387,10 +55463,10 @@ ); } }; - })())); + })()))); } function tryUnsubscribe() { - _--, i && 0 === _ && (i(), (i = void 0), u.clear(), (u = hx)); + (_--, i && 0 === _ && (i(), (i = void 0), u.clear(), (u = hx))); } const x = { addNestedSub: function addNestedSub(s) { @@ -55510,7 +55586,7 @@ var Cx = notInitialized, Ox = [null, null]; function captureWrapperProps(s, o, i, u, _, w) { - (s.current = u), (i.current = !1), _.current && ((_.current = null), w()); + ((s.current = u), (i.current = !1), _.current && ((_.current = null), w())); } function strictEqual(s, o) { return s === o; @@ -55567,7 +55643,7 @@ w = !1; return function mergePropsProxy(o, i, x) { const C = s(o, i, x); - return w ? u(C, _) || (_ = C) : ((w = !0), (_ = C)), _; + return (w ? u(C, _) || (_ = C) : ((w = !0), (_ = C)), _); }; }; })(s) @@ -55652,12 +55728,12 @@ try { i = u(s, _.current); } catch (s) { - (U = s), (V = s); + ((U = s), (V = s)); } - U || (V = null), + (U || (V = null), i === w.current ? x.current || L() - : ((w.current = i), (j.current = i), (x.current = !0), B()); + : ((w.current = i), (j.current = i), (x.current = !0), B())); }; return ( (i.onStateChange = checkForUpdates), @@ -55680,13 +55756,13 @@ be = Cx(ye, fe, V ? () => U(V(), w) : fe); } catch (s) { throw ( - (de.current && + de.current && (s.message += `\nThe error may be correlated with this previous error:\n${de.current.stack}\n\n`), - s) + s ); } mx(() => { - (de.current = void 0), (le.current = void 0), (ie.current = be); + ((de.current = void 0), (le.current = void 0), (ie.current = be)); }); const _e = HS.useMemo(() => HS.createElement(s, { ...be, ref: _ }), [_, s, be]); return HS.useMemo( @@ -55699,7 +55775,7 @@ const o = HS.forwardRef(function forwardConnectRef(s, o) { return HS.createElement(L, { ...s, reactReduxForwardedRef: o }); }); - return (o.displayName = i), (o.WrappedComponent = s), hoistNonReactStatics(o, s); + return ((o.displayName = i), (o.WrappedComponent = s), hoistNonReactStatics(o, s)); } return hoistNonReactStatics(L, s); }; @@ -55730,7 +55806,7 @@ o.trySubscribe(), C !== s.getState() && o.notifyNestedSubs(), () => { - o.tryUnsubscribe(), (o.onStateChange = void 0); + (o.tryUnsubscribe(), (o.onStateChange = void 0)); } ); }, [x, C]); @@ -55738,10 +55814,10 @@ return HS.createElement(j.Provider, { value: x }, i); }; var Ix; - (Ix = KS.useSyncExternalStoreWithSelector), + ((Ix = KS.useSyncExternalStoreWithSelector), ((s) => { Cx = s; - })(Pe.useSyncExternalStore); + })(Pe.useSyncExternalStore)); var Px = __webpack_require__(83488), Mx = __webpack_require__.n(Px); const withSystem = (s) => (o) => { @@ -55751,7 +55827,7 @@ return Pe.createElement(o, Rn()({}, s(), this.props, this.context)); } } - return (WithSystem.displayName = `WithSystem(${i.getDisplayName(o)})`), WithSystem; + return ((WithSystem.displayName = `WithSystem(${i.getDisplayName(o)})`), WithSystem); }, withRoot = (s, o) => (i) => { const { fn: u } = s(); @@ -55764,7 +55840,7 @@ ); } } - return (WithRoot.displayName = `WithRoot(${u.getDisplayName(i)})`), WithRoot; + return ((WithRoot.displayName = `WithRoot(${u.getDisplayName(i)})`), WithRoot); }, withConnect = (s, o, i) => compose( @@ -55787,7 +55863,7 @@ w = i(o, 'root'); class WithMappedContainer extends Pe.Component { constructor(o, i) { - super(o, i), handleProps(s, u, o, {}); + (super(o, i), handleProps(s, u, o, {})); } UNSAFE_componentWillReceiveProps(o) { handleProps(s, u, o, this.props); @@ -55899,11 +55975,11 @@ })() ) ); - _.updateLoadingStatus('success'), + (_.updateLoadingStatus('success'), _.updateSpec(o.text), - u.url() !== s && _.updateUrl(s); + u.url() !== s && _.updateUrl(s)); } - (s = s || u.url()), + ((s = s || u.url()), _.updateLoadingStatus('loading'), i.clear({ source: 'fetch' }), x({ @@ -55913,7 +55989,7 @@ responseInterceptor: C.responseInterceptor || ((s) => s), credentials: 'same-origin', headers: { Accept: 'application/json,*/*' } - }).then(next, next); + }).then(next, next)); }, updateLoadingStatus: (s) => { let o = [null, 'loading', 'failed', 'success', 'failedConfig']; @@ -56043,11 +56119,11 @@ var i = Object.keys(s); if (Object.getOwnPropertySymbols) { var u = Object.getOwnPropertySymbols(s); - o && + (o && (u = u.filter(function (o) { return Object.getOwnPropertyDescriptor(s, o).enumerable; })), - i.push.apply(i, u); + i.push.apply(i, u)); } return i; } @@ -56276,11 +56352,11 @@ var i = Object.keys(s); if (Object.getOwnPropertySymbols) { var u = Object.getOwnPropertySymbols(s); - o && + (o && (u = u.filter(function (o) { return Object.getOwnPropertyDescriptor(s, o).enumerable; })), - i.push.apply(i, u); + i.push.apply(i, u)); } return i; } @@ -56453,7 +56529,7 @@ })(o); if (i) { var _ = o.split('\n'); - _.forEach(function (o, i) { + (_.forEach(function (o, i) { var x = u && $.length + w, C = { type: 'text', value: ''.concat(o, '\n') }; if (0 === i) { @@ -56482,12 +56558,11 @@ $.push(ee); } }), - (V = U); + (V = U)); } U++; }; U < B.length; - ) z(); if (V !== B.length - 1) { @@ -56576,8 +56651,8 @@ if (Object.getOwnPropertySymbols) { var w = Object.getOwnPropertySymbols(s); for (u = 0; u < w.length; u++) - (i = w[u]), - o.includes(i) || ({}.propertyIsEnumerable.call(s, i) && (_[i] = s[i])); + ((i = w[u]), + o.includes(i) || ({}.propertyIsEnumerable.call(s, i) && (_[i] = s[i]))); } return _; })(i, Nx); @@ -56607,7 +56682,7 @@ !$e) ) return Pe.createElement(Se, Xe, We, Pe.createElement(Te, B, qe)); - ((void 0 === pe && _e) || fe) && (pe = !0), (_e = _e || defaultRenderer); + (((void 0 === pe && _e) || fe) && (pe = !0), (_e = _e || defaultRenderer)); var Qe = [{ type: 'text', value: qe }], et = (function getCodeTree(s) { var o = s.astGenerator, @@ -56665,14 +56740,14 @@ var Xx = __webpack_require__(26571); const Zx = __webpack_require__.n(Xx)(), after_load = () => { - Bx.registerLanguage('json', Vx), + (Bx.registerLanguage('json', Vx), Bx.registerLanguage('js', qx), Bx.registerLanguage('xml', zx), Bx.registerLanguage('yaml', Jx), Bx.registerLanguage('http', Yx), Bx.registerLanguage('bash', Kx), Bx.registerLanguage('powershell', Zx), - Bx.registerLanguage('javascript', qx); + Bx.registerLanguage('javascript', qx)); }, Qx = { hljs: { @@ -57124,13 +57199,13 @@ GIT_DIRTY: !0, BUILD_TIME: 'Thu, 07 Nov 2024 14:01:17 GMT' }; - (at.versions = at.versions || {}), + ((at.versions = at.versions || {}), (at.versions.swaggerUI = { version: i, gitRevision: o, gitDirty: s, buildTimestamp: u - }); + })); }, versions = () => ({ afterLoad: versions_after_load }); var ok = __webpack_require__(47248), @@ -57182,7 +57257,7 @@ return { hasError: !0, error: s }; } constructor(...s) { - super(...s), (this.state = { hasError: !1, error: null }); + (super(...s), (this.state = { hasError: !1, error: null })); } componentDidCatch(s, o) { this.props.fn.componentDidCatch(s, o); @@ -57370,7 +57445,7 @@ } class Auths extends Pe.Component { constructor(s, o) { - super(s, o), (this.state = {}); + (super(s, o), (this.state = {})); } onAuthChange = (s) => { let { name: o } = s; @@ -57385,7 +57460,7 @@ s.preventDefault(); let { authActions: o, definitions: i } = this.props, u = i.map((s, o) => o).toArray(); - this.setState(u.reduce((s, o) => ((s[o] = ''), s), {})), o.logoutWithPersistOption(u); + (this.setState(u.reduce((s, o) => ((s[o] = ''), s), {})), o.logoutWithPersistOption(u)); }; close = (s) => { s.preventDefault(); @@ -57553,7 +57628,7 @@ let { onChange: o } = this.props, i = s.target.value, u = Object.assign({}, this.state, { value: i }); - this.setState(u), o(u); + (this.setState(u), o(u)); }; render() { let { schema: s, getComponent: o, errSelectors: i, name: u } = this.props; @@ -57623,7 +57698,7 @@ let { onChange: o } = this.props, { value: i, name: u } = s.target, _ = this.state.value; - (_[u] = i), this.setState({ value: _ }), o(this.state); + ((_[u] = i), this.setState({ value: _ }), o(this.state)); }; render() { let { schema: s, getComponent: o, name: i, errSelectors: u } = this.props; @@ -57872,12 +57947,12 @@ _(stringifyUnlessList(C)), this._setStateForCurrentNamespace({ isModifiedValueSelected: !0 }) ); - 'function' == typeof u && u(s, { isSyntheticChange: o }, ...i), + ('function' == typeof u && u(s, { isSyntheticChange: o }, ...i), this._setStateForCurrentNamespace({ lastDownstreamValue: j, isModifiedValueSelected: (o && x) || (!!w && w !== j) }), - o || ('function' == typeof _ && _(stringifyUnlessList(j))); + o || ('function' == typeof _ && _(stringifyUnlessList(j)))); }; UNSAFE_componentWillReceiveProps(s) { const { currentUserInputValue: o, examples: i, onSelect: u, userHasEditedBody: _ } = s, @@ -57887,8 +57962,8 @@ j = i.filter((s) => s.get('value') === o || stringify(s.get('value')) === o); if (j.size) { let o; - (o = j.has(s.currentKey) ? s.currentKey : j.keySeq().first()), - u(o, { isSyntheticChange: !0 }); + ((o = j.has(s.currentKey) ? s.currentKey : j.keySeq().first()), + u(o, { isSyntheticChange: !0 })); } else o !== this.props.currentUserInputValue && o !== w && @@ -57979,9 +58054,9 @@ i = (function createCodeChallenge(s) { return b64toB64UrlEncoded(kt()('sha256').update(s).digest('base64')); })(o); - $.push('code_challenge=' + i), + ($.push('code_challenge=' + i), $.push('code_challenge_method=S256'), - (s.codeVerifier = o); + (s.codeVerifier = o)); } let { additionalQueryStringParams: Y } = _; for (let s in Y) void 0 !== Y[s] && $.push([s, Y[s]].map(encodeURIComponent).join('=')); @@ -57990,7 +58065,7 @@ ee = w ? Mt()(sanitizeUrl(Z), w, !0).toString() : sanitizeUrl(Z); let ie, ae = [ee, $.join('&')].join(-1 === Z.indexOf('?') ? '?' : '&'); - (ie = + ((ie = 'implicit' === B ? o.preAuthorizeImplicit : _.useBasicAuthenticationWithAccessCodeGrant @@ -58002,7 +58077,7 @@ redirectUrl: V, callback: ie, errCb: i.newAuthErr - }); + })); } class Oauth2 extends Pe.Component { constructor(s, o) { @@ -58015,7 +58090,7 @@ B = (x && x.get('clientSecret')) || C.clientSecret || '', $ = (x && x.get('passwordType')) || 'basic', V = (x && x.get('scopes')) || C.scopes || []; - 'string' == typeof V && (V = V.split(C.scopeSeparator || ' ')), + ('string' == typeof V && (V = V.split(C.scopeSeparator || ' ')), (this.state = { appName: C.appName, name: i, @@ -58026,7 +58101,7 @@ username: j, password: '', passwordType: $ - }); + })); } close = (s) => { s.preventDefault(); @@ -58043,7 +58118,7 @@ } = this.props, w = i(), x = u.getConfigs(); - o.clear({ authId: name, type: 'auth', source: 'auth' }), + (o.clear({ authId: name, type: 'auth', source: 'auth' }), oauth2_authorize_authorize({ auth: this.state, currentServer: _.serverEffectiveValue(_.selectedServer()), @@ -58051,7 +58126,7 @@ errActions: o, configs: w, authConfigs: x - }); + })); }; onScopeChange = (s) => { let { target: o } = s, @@ -58089,7 +58164,7 @@ logout = (s) => { s.preventDefault(); let { authActions: o, errActions: i, name: u } = this.props; - i.clear({ authId: u, type: 'auth', source: 'auth' }), o.logoutWithPersistOption([u]); + (i.clear({ authId: u, type: 'auth', source: 'auth' }), o.logoutWithPersistOption([u])); }; render() { let { @@ -58360,7 +58435,7 @@ class Clear extends Pe.Component { onClick = () => { let { specActions: s, path: o, method: i } = this.props; - s.clearResponse(o, i), s.clearRequest(o, i); + (s.clearResponse(o, i), s.clearRequest(o, i)); }; render() { return Pe.createElement( @@ -58561,28 +58636,28 @@ } class ValidatorImage extends Pe.Component { constructor(s) { - super(s), (this.state = { loaded: !1, error: !1 }); + (super(s), (this.state = { loaded: !1, error: !1 })); } componentDidMount() { const s = new Image(); - (s.onload = () => { + ((s.onload = () => { this.setState({ loaded: !0 }); }), (s.onerror = () => { this.setState({ error: !0 }); }), - (s.src = this.props.src); + (s.src = this.props.src)); } UNSAFE_componentWillReceiveProps(s) { if (s.src !== this.props.src) { const o = new Image(); - (o.onload = () => { + ((o.onload = () => { this.setState({ loaded: !0 }); }), (o.onerror = () => { this.setState({ error: !0 }); }), - (o.src = s.src); + (o.src = s.src)); } } render() { @@ -59091,13 +59166,13 @@ UNSAFE_componentWillReceiveProps(s) { const { response: o, isShown: i } = s, u = this.getResolvedSubtree(); - o !== this.props.response && this.setState({ executeInProgress: !1 }), - i && void 0 === u && this.requestResolvedSubtree(); + (o !== this.props.response && this.setState({ executeInProgress: !1 }), + i && void 0 === u && this.requestResolvedSubtree()); } toggleShown = () => { let { layoutActions: s, tag: o, operationId: i, isShown: u } = this.props; const _ = this.getResolvedSubtree(); - u || void 0 !== _ || this.requestResolvedSubtree(), s.show(['operations', o, i], !u); + (u || void 0 !== _ || this.requestResolvedSubtree(), s.show(['operations', o, i], !u)); }; onCancelClick = () => { this.setState({ tryItOutEnabled: !this.state.tryItOutEnabled }); @@ -59555,12 +59630,12 @@ } class response_Response extends Pe.Component { constructor(s, o) { - super(s, o), (this.state = { responseContentType: '' }); + (super(s, o), (this.state = { responseContentType: '' })); } static defaultProps = { response: (0, qe.fromJS)({}), onContentTypeChange: () => {} }; _onContentTypeChange = (s) => { const { onContentTypeChange: o, controlsAcceptHeader: i } = this.props; - this.setState({ responseContentType: s }), o({ value: s, controlsAcceptHeader: i }); + (this.setState({ responseContentType: s }), o({ value: s, controlsAcceptHeader: i })); }; getTargetExamplesKey = () => { const { response: s, contentType: o, activeExamplesKey: i } = this.props, @@ -59609,9 +59684,9 @@ $e = Re.get('examples', null); if (Y) { const s = Re.get('schema'); - (Se = s ? U(s.toJS()) : null), - (xe = s ? (0, qe.List)(['content', this.state.responseContentType, 'schema']) : w); - } else (Se = u.get('schema')), (xe = u.has('schema') ? w.push('schema') : w); + ((Se = s ? U(s.toJS()) : null), + (xe = s ? (0, qe.List)(['content', this.state.responseContentType, 'schema']) : w)); + } else ((Se = u.get('schema')), (xe = u.has('schema') ? w.push('schema') : w)); let ze, We, He = !1, @@ -59620,12 +59695,12 @@ if (((We = Re.get('schema')?.toJS()), qe.Map.isMap($e) && !$e.isEmpty())) { const s = this.getTargetExamplesKey(), getMediaTypeExample = (s) => s.get('value'); - (ze = getMediaTypeExample($e.get(s, (0, qe.Map)({})))), + ((ze = getMediaTypeExample($e.get(s, (0, qe.Map)({})))), void 0 === ze && (ze = getMediaTypeExample($e.values().next().value)), - (He = !0); + (He = !0)); } else void 0 !== Re.get('example') && ((ze = Re.get('example')), (He = !0)); else { - (We = Se), (Ye = { ...Ye, includeWriteOnly: !0 }); + ((We = Se), (Ye = { ...Ye, includeWriteOnly: !0 })); const s = u.getIn(['examples', Te]); s && ((ze = s), (He = !0)); } @@ -59765,10 +59840,10 @@ if (s !== o) if (o && o instanceof Blob) { var i = new FileReader(); - (i.onload = () => { + ((i.onload = () => { this.setState({ parsedContent: i.result }); }), - i.readAsText(o); + i.readAsText(o)); } else this.setState({ parsedContent: o.toString() }); }; componentDidMount() { @@ -59930,7 +60005,7 @@ } class Parameters extends Pe.Component { constructor(s) { - super(s), (this.state = { callbackVisible: !1, parametersVisible: !0 }); + (super(s), (this.state = { callbackVisible: !1, parametersVisible: !0 })); } static defaultProps = { onTryoutClick: Function.prototype, @@ -59964,13 +60039,13 @@ let { specActions: i, oas3Selectors: u, oas3Actions: _ } = this.props; const w = u.hasUserEditedBody(...o), x = u.shouldRetainRequestBodyValue(...o); - _.setRequestContentType({ value: s, pathMethod: o }), + (_.setRequestContentType({ value: s, pathMethod: o }), _.initRequestBodyValidateError({ pathMethod: o }), w || (x || _.setRequestBodyValue({ value: void 0, pathMethod: o }), i.clearResponse(...o), i.clearRequest(...o), - i.clearValidateParams(o)); + i.clearValidateParams(o))); }; render() { let { @@ -60002,7 +60077,7 @@ fe = Object.values( i.reduce((s, o) => { const i = o.get('in'); - return (s[i] ??= []), s[i].push(o), s; + return ((s[i] ??= []), s[i].push(o), s); }, {}) ).reduce((s, o) => s.concat(o), []); return Pe.createElement( @@ -60240,7 +60315,7 @@ } class ParameterRow extends Pe.Component { constructor(s, o) { - super(s, o), this.setDefaultValue(); + (super(s, o), this.setDefaultValue()); } UNSAFE_componentWillReceiveProps(s) { let o, @@ -60253,7 +60328,7 @@ } else o = x ? x.get('enum') : void 0; let C, j = x ? x.get('value') : void 0; - void 0 !== j ? (C = j) : _.get('required') && o && o.size && (C = o.first()), + (void 0 !== j ? (C = j) : _.get('required') && o && o.size && (C = o.first()), void 0 !== C && C !== j && this.onChangeWrapper( @@ -60261,12 +60336,12 @@ return 'number' == typeof s ? s.toString() : s; })(C) ), - this.setDefaultValue(); + this.setDefaultValue()); } onChangeWrapper = (s, o = !1) => { let i, { onChange: u, rawParam: _ } = this.props; - return (i = '' === s || (s && 0 === s.size) ? null : s), u(_, i, o); + return ((i = '' === s || (s && 0 === s.size) ? null : s), u(_, i, o)); }; _onExampleSelect = (s) => { this.props.oas3Actions.setActiveExamplesMember({ @@ -60322,14 +60397,14 @@ ? x && x.get('default') : w.get('default'); } - void 0 === i || qe.List.isList(i) || (i = stringify(i)), + (void 0 === i || qe.List.isList(i) || (i = stringify(i)), void 0 !== i ? this.onChangeWrapper(i) : x && 'object' === x.get('type') && j && !w.get('examples') && - this.onChangeWrapper(qe.List.isList(j) ? j : stringify(j)); + this.onChangeWrapper(qe.List.isList(j) ? j : stringify(j))); } }; getParamKey() { @@ -60549,7 +60624,7 @@ class Execute extends Pe.Component { handleValidateParameters = () => { let { specSelectors: s, specActions: o, path: i, method: u } = this.props; - return o.validateParams([i, u]), s.validateBeforeExecute([i, u]); + return (o.validateParams([i, u]), s.validateBeforeExecute([i, u])); }; handleValidateRequestBody = () => { let { @@ -60589,15 +60664,15 @@ }; handleValidationResultPass = () => { let { specActions: s, operation: o, path: i, method: u } = this.props; - this.props.onExecute && this.props.onExecute(), - s.execute({ operation: o, path: i, method: u }); + (this.props.onExecute && this.props.onExecute(), + s.execute({ operation: o, path: i, method: u })); }; handleValidationResultFail = () => { let { specActions: s, path: o, method: i } = this.props; - s.clearValidateParams([o, i]), + (s.clearValidateParams([o, i]), setTimeout(() => { s.validateParams([o, i]); - }, 40); + }, 40)); }; handleValidationResult = (s) => { s ? this.handleValidationResultPass() : this.handleValidationResultFail(); @@ -60899,7 +60974,7 @@ C.push('none' + o); continue; } - C.push('block' + o), C.push('col-' + i + o); + (C.push('block' + o), C.push('col-' + i + o)); } } s && C.push('hidden'); @@ -60930,15 +61005,15 @@ static defaultProps = { multiple: !1, allowEmptyValue: !0 }; constructor(s, o) { let i; - super(s, o), + (super(s, o), (i = s.value ? s.value : s.multiple ? [''] : ''), - (this.state = { value: i }); + (this.state = { value: i })); } onChange = (s) => { let o, { onChange: i, multiple: u } = this.props, _ = [].slice.call(s.target.options); - (o = u + ((o = u ? _.filter(function (s) { return s.selected; }).map(function (s) { @@ -60946,7 +61021,7 @@ }) : s.target.value), this.setState({ value: o }), - i && i(o); + i && i(o)); }; UNSAFE_componentWillReceiveProps(s) { s.value !== this.props.value && this.setState({ value: s.value }); @@ -60999,7 +61074,7 @@ } class Overview extends Pe.Component { constructor(...s) { - super(...s), (this.setTagShown = this._setTagShown.bind(this)); + (super(...s), (this.setTagShown = this._setTagShown.bind(this))); } _setTagShown(s, o) { this.props.layoutActions.show(s, o); @@ -61064,7 +61139,7 @@ } class OperationLink extends Pe.Component { constructor(s) { - super(s), (this.onClick = this._onClick.bind(this)); + (super(s), (this.onClick = this._onClick.bind(this))); } _onClick() { let { showOpId: s, showOpIdPrefix: o, onClick: i, shown: u } = this.props; @@ -61341,7 +61416,7 @@ onChangeConsumes: eC }; constructor(s, o) { - super(s, o), (this.state = { isEditBox: !1, value: '' }); + (super(s, o), (this.state = { isEditBox: !1, value: '' })); } componentDidMount() { this.updateValues.call(this, this.props); @@ -61356,7 +61431,7 @@ x = _ ? o.get('value_xml') : o.get('value'); if (void 0 !== x) { let s = !x && w ? '{}' : x; - this.setState({ value: s }), this.onChange(s, { isXml: _, isEditBox: i }); + (this.setState({ value: s }), this.onChange(s, { isXml: _, isEditBox: i })); } else _ ? this.onChange(this.sample('xml'), { isXml: _, isEditBox: i }) @@ -61368,7 +61443,7 @@ return i.getSampleSchema(u, s, { includeWriteOnly: !0 }); }; onChange = (s, { isEditBox: o, isXml: i }) => { - this.setState({ value: s, isEditBox: o }), this._onChange(s, i); + (this.setState({ value: s, isEditBox: o }), this._onChange(s, i)); }; _onChange = (s, o) => { (this.props.onChange || eC)(s, o); @@ -61720,7 +61795,8 @@ var tC; function decodeEntity(s) { return ( - ((tC = tC || document.createElement('textarea')).innerHTML = '&' + s + ';'), tC.value + ((tC = tC || document.createElement('textarea')).innerHTML = '&' + s + ';'), + tC.value ); } var rC = Object.prototype.hasOwnProperty; @@ -61807,7 +61883,7 @@ ? nextToken(s, o + 2) : o; } - (cC.blockquote_open = function () { + ((cC.blockquote_open = function () { return '
\n'; }), (cC.blockquote_close = function (s, o) { @@ -62048,18 +62124,18 @@ }), (cC.dd_close = function () { return '\n'; - }); + })); var uC = (cC.getBreak = function getBreak(s, o) { return (o = nextToken(s, o)) < s.length && 'list_item_close' === s[o].type ? '' : '\n'; }); function Renderer() { - (this.rules = index_browser_assign({}, cC)), (this.getBreak = cC.getBreak); + ((this.rules = index_browser_assign({}, cC)), (this.getBreak = cC.getBreak)); } function Ruler() { - (this.__rules__ = []), (this.__cache__ = null); + ((this.__rules__ = []), (this.__cache__ = null)); } function StateInline(s, o, i, u, _) { - (this.src = s), + ((this.src = s), (this.env = u), (this.options = i), (this.parser = o), @@ -62073,7 +62149,7 @@ (this.isInLabel = !1), (this.linkLevel = 0), (this.linkContent = ''), - (this.labelUnmatchedScopes = 0); + (this.labelUnmatchedScopes = 0)); } function parseLinkLabel(s, o) { var i, @@ -62084,7 +62160,7 @@ C = s.pos, j = s.isInLabel; if (s.isInLabel) return -1; - if (s.labelUnmatchedScopes) return s.labelUnmatchedScopes--, -1; + if (s.labelUnmatchedScopes) return (s.labelUnmatchedScopes--, -1); for (s.pos = o + 1, s.isInLabel = !0, i = 1; s.pos < x; ) { if (91 === (_ = s.src.charCodeAt(s.pos))) i++; else if (93 === _ && 0 === --i) { @@ -62166,7 +62242,7 @@ if (34 !== w && 39 !== w && 40 !== w) return !1; for (o++, 40 === w && (w = 41); o < _; ) { if ((i = s.src.charCodeAt(o)) === w) - return (s.pos = o + 1), (s.linkContent = unescapeMd(s.src.slice(u + 1, o))), !0; + return ((s.pos = o + 1), (s.linkContent = unescapeMd(s.src.slice(u + 1, o))), !0); 92 === i && o + 1 < _ ? (o += 2) : o++; } return !1; @@ -62199,7 +62275,6 @@ ? (($ = _.linkContent), (x = _.pos)) : (($ = ''), (x = L)); x < C && 32 === _.src.charCodeAt(x); - ) x++; return x < C && 10 !== _.src.charCodeAt(x) @@ -62208,7 +62283,7 @@ void 0 === u.references[V] && (u.references[V] = { title: $, href: B }), x); } - (Renderer.prototype.renderInline = function (s, o, i) { + ((Renderer.prototype.renderInline = function (s, o, i) { for (var u = this.rules, _ = s.length, w = 0, x = ''; _--; ) x += u[s[w].type](s, w++, o, i, this); return x; @@ -62228,7 +62303,7 @@ (Ruler.prototype.__compile__ = function () { var s = this, o = ['']; - s.__rules__.forEach(function (s) { + (s.__rules__.forEach(function (s) { s.enabled && s.alt.forEach(function (s) { o.indexOf(s) < 0 && o.push(s); @@ -62236,41 +62311,41 @@ }), (s.__cache__ = {}), o.forEach(function (o) { - (s.__cache__[o] = []), + ((s.__cache__[o] = []), s.__rules__.forEach(function (i) { i.enabled && ((o && i.alt.indexOf(o) < 0) || s.__cache__[o].push(i.fn)); - }); - }); + })); + })); }), (Ruler.prototype.at = function (s, o, i) { var u = this.__find__(s), _ = i || {}; if (-1 === u) throw new Error('Parser rule not found: ' + s); - (this.__rules__[u].fn = o), + ((this.__rules__[u].fn = o), (this.__rules__[u].alt = _.alt || []), - (this.__cache__ = null); + (this.__cache__ = null)); }), (Ruler.prototype.before = function (s, o, i, u) { var _ = this.__find__(s), w = u || {}; if (-1 === _) throw new Error('Parser rule not found: ' + s); - this.__rules__.splice(_, 0, { name: o, enabled: !0, fn: i, alt: w.alt || [] }), - (this.__cache__ = null); + (this.__rules__.splice(_, 0, { name: o, enabled: !0, fn: i, alt: w.alt || [] }), + (this.__cache__ = null)); }), (Ruler.prototype.after = function (s, o, i, u) { var _ = this.__find__(s), w = u || {}; if (-1 === _) throw new Error('Parser rule not found: ' + s); - this.__rules__.splice(_ + 1, 0, { name: o, enabled: !0, fn: i, alt: w.alt || [] }), - (this.__cache__ = null); + (this.__rules__.splice(_ + 1, 0, { name: o, enabled: !0, fn: i, alt: w.alt || [] }), + (this.__cache__ = null)); }), (Ruler.prototype.push = function (s, o, i) { var u = i || {}; - this.__rules__.push({ name: s, enabled: !0, fn: o, alt: u.alt || [] }), - (this.__cache__ = null); + (this.__rules__.push({ name: s, enabled: !0, fn: o, alt: u.alt || [] }), + (this.__cache__ = null)); }), (Ruler.prototype.enable = function (s, o) { - (s = Array.isArray(s) ? s : [s]), + ((s = Array.isArray(s) ? s : [s]), o && this.__rules__.forEach(function (s) { s.enabled = !1; @@ -62280,27 +62355,27 @@ if (o < 0) throw new Error('Rules manager: invalid rule name ' + s); this.__rules__[o].enabled = !0; }, this), - (this.__cache__ = null); + (this.__cache__ = null)); }), (Ruler.prototype.disable = function (s) { - (s = Array.isArray(s) ? s : [s]).forEach(function (s) { + ((s = Array.isArray(s) ? s : [s]).forEach(function (s) { var o = this.__find__(s); if (o < 0) throw new Error('Rules manager: invalid rule name ' + s); this.__rules__[o].enabled = !1; }, this), - (this.__cache__ = null); + (this.__cache__ = null)); }), (Ruler.prototype.getRules = function (s) { - return null === this.__cache__ && this.__compile__(), this.__cache__[s] || []; + return (null === this.__cache__ && this.__compile__(), this.__cache__[s] || []); }), (StateInline.prototype.pushPending = function () { - this.tokens.push({ type: 'text', content: this.pending, level: this.pendingLevel }), - (this.pending = ''); + (this.tokens.push({ type: 'text', content: this.pending, level: this.pendingLevel }), + (this.pending = '')); }), (StateInline.prototype.push = function (s) { - this.pending && this.pushPending(), + (this.pending && this.pushPending(), this.tokens.push(s), - (this.pendingLevel = this.level); + (this.pendingLevel = this.level)); }), (StateInline.prototype.cacheSet = function (s, o) { for (var i = this.cache.length; i <= s; i++) this.cache.push(0); @@ -62308,7 +62383,7 @@ }), (StateInline.prototype.cacheGet = function (s) { return s < this.cache.length ? this.cache[s] : 0; - }); + })); var pC = ' \n()[]\'".,!?-'; function regEscape(s) { return s.replace(/([-()\[\]{}+?*.$\^|,:# j && + (B.lastIndex > j && C.push({ type: 'text', content: x.slice(j, $.index + $[1].length), @@ -62530,7 +62604,7 @@ }), C.push({ type: 'text', content: $[2], level: L }), C.push({ type: 'abbr_close', level: --L }), - (j = B.lastIndex - $[3].length); + (j = B.lastIndex - $[3].length)); C.length && (j < x.length && C.push({ type: 'text', content: x.slice(j), level: L }), (U[i].children = _ = [].concat(_.slice(0, o), C, _.slice(o + 1)))); @@ -62570,7 +62644,7 @@ for (Z = s.tokens[Y].children, ee.length = 0, o = 0; o < Z.length; o++) if ('text' === (i = Z[o]).type && !mC.test(i.text)) { for (C = Z[o].level, U = ee.length - 1; U >= 0 && !(ee[U].level <= C); U--); - (ee.length = U + 1), (w = 0), (x = (u = i.content).length); + ((ee.length = U + 1), (w = 0), (x = (u = i.content).length)); e: for (; w < x && ((gC.lastIndex = w), (_ = gC.exec(u))); ) if ( ((j = !isLetter(u, _.index - 1)), @@ -62585,7 +62659,7 @@ U-- ) if (B.single === z && ee[U].level === C) { - (B = ee[U]), + ((B = ee[U]), z ? ((Z[B.token].content = replaceAt( Z[B.token].content, @@ -62607,7 +62681,7 @@ _.index, s.options.quotes[1] ))), - (ee.length = U); + (ee.length = U)); continue e; } $ @@ -62619,7 +62693,7 @@ ] ]; function Core() { - (this.options = {}), (this.ruler = new Ruler()); + ((this.options = {}), (this.ruler = new Ruler())); for (var s = 0; s < vC.length; s++) this.ruler.push(vC[s][0], vC[s][1]); } function StateBlock(s, o, i, u, _) { @@ -62664,10 +62738,10 @@ (B = 0), (C = j + 1)); } - this.bMarks.push(x.length), + (this.bMarks.push(x.length), this.eMarks.push(x.length), this.tShift.push(0), - (this.lineMax = this.bMarks.length - 1); + (this.lineMax = this.bMarks.length - 1)); } function skipBulletListMarker(s, o) { var i, u, _; @@ -62692,7 +62766,7 @@ } return u < _ && 32 !== s.src.charCodeAt(u) ? -1 : u; } - (Core.prototype.process = function (s) { + ((Core.prototype.process = function (s) { var o, i, u; for (o = 0, i = (u = this.ruler.getRules('')).length; o < i; o++) u[o](s); }), @@ -62735,13 +62809,13 @@ this.src.slice(w, x) ); for (C = new Array(o - s), _ = 0; L < o; L++, _++) - (j = this.tShift[L]) > i && (j = i), + ((j = this.tShift[L]) > i && (j = i), j < 0 && (j = 0), (w = this.bMarks[L] + j), (x = L + 1 < o || u ? this.eMarks[L] + 1 : this.eMarks[L]), - (C[_] = this.src.slice(w, x)); + (C[_] = this.src.slice(w, x))); return C.join(''); - }); + })); var bC = {}; [ 'article', @@ -62864,7 +62938,6 @@ (B = j = s.bMarks[C] + s.tShift[C]) < ($ = s.eMarks[C]) && s.tShift[C] < s.blkIndent ); - ) if ( s.src.charCodeAt(B) === _ && @@ -62934,14 +63007,14 @@ break; } if (z) break; - C.push(s.bMarks[_]), x.push(s.tShift[_]), (s.tShift[_] = -1337); + (C.push(s.bMarks[_]), x.push(s.tShift[_]), (s.tShift[_] = -1337)); } else - 32 === s.src.charCodeAt(Y) && Y++, + (32 === s.src.charCodeAt(Y) && Y++, C.push(s.bMarks[_]), (s.bMarks[_] = Y), (w = (Y = Y < Z ? s.skipSpaces(Y) : Y) >= Z), x.push(s.tShift[_]), - (s.tShift[_] = Y - s.bMarks[_]); + (s.tShift[_] = Y - s.bMarks[_])); for ( L = s.parentType, s.parentType = 'blockquote', @@ -62954,8 +63027,8 @@ V < x.length; V++ ) - (s.bMarks[V + o] = C[V]), (s.tShift[V + o] = x[V]); - return (s.blkIndent = j), !0; + ((s.bMarks[V + o] = C[V]), (s.tShift[V + o] = x[V])); + return ((s.blkIndent = j), !0); }, ['paragraph', 'blockquote', 'list'] ], @@ -63063,7 +63136,6 @@ s.isEmpty(_) || s.tShift[_] < s.blkIndent ); - ) { for (fe = !1, pe = 0, de = ce.length; pe < de; pe++) if (ce[pe](s, _, i, !0)) { @@ -63157,7 +63229,7 @@ if (C >= j) return !1; if (35 !== (_ = s.src.charCodeAt(C)) || C >= j) return !1; for (w = 1, _ = s.src.charCodeAt(++C); 35 === _ && C < j && w <= 6; ) - w++, (_ = s.src.charCodeAt(++C)); + (w++, (_ = s.src.charCodeAt(++C))); return ( !(w > 6 || (C < j && 32 !== _)) && (u || @@ -63299,7 +63371,7 @@ C < L.length; C++ ) - s.tokens.push({ + (s.tokens.push({ type: 'th_open', align: $[C], lines: [o, o + 1], @@ -63312,7 +63384,7 @@ level: s.level, children: [] }), - s.tokens.push({ type: 'th_close', level: --s.level }); + s.tokens.push({ type: 'th_close', level: --s.level })); for ( s.tokens.push({ type: 'tr_close', level: --s.level }), s.tokens.push({ type: 'thead_close', level: --s.level }), @@ -63330,13 +63402,13 @@ C < L.length; C++ ) - s.tokens.push({ type: 'td_open', align: $[C], level: s.level++ }), + (s.tokens.push({ type: 'td_open', align: $[C], level: s.level++ }), (B = L[C].substring( 124 === L[C].charCodeAt(0) ? 1 : 0, 124 === L[C].charCodeAt(L[C].length - 1) ? L[C].length - 1 : L[C].length ).trim()), s.tokens.push({ type: 'inline', content: B, level: s.level, children: [] }), - s.tokens.push({ type: 'td_close', level: --s.level }); + s.tokens.push({ type: 'td_close', level: --s.level })); s.tokens.push({ type: 'tr_close', level: --s.level }); } return ( @@ -63358,10 +63430,10 @@ if (s.tShift[B] < s.blkIndent) return !1; if ((_ = skipMarker(s, B)) < 0) return !1; if (s.level >= s.options.maxNesting) return !1; - (L = s.tokens.length), + ((L = s.tokens.length), s.tokens.push({ type: 'dl_open', lines: (j = [o, 0]), level: s.level++ }), (x = o), - (w = B); + (w = B)); e: for (;;) { for ( ee = !0, @@ -63376,7 +63448,6 @@ }), s.tokens.push({ type: 'dt_close', level: --s.level }); ; - ) { if ( (s.tokens.push({ type: 'dd_open', lines: (C = [B, 0]), level: s.level++ }), @@ -63487,7 +63558,6 @@ x < i && ((s.line = x = s.skipEmptyLines(x)), !(x >= i)) && !(s.tShift[x] < s.blkIndent); - ) { for (u = 0; u < w && !_[u](s, x, i, !1); u++); if ( @@ -63534,7 +63604,7 @@ w = 0, x = 0; if (!s) return []; - (s = (s = s.replace(kC, ' ')).replace(xC, '\n')).indexOf('\t') >= 0 && + ((s = (s = s.replace(kC, ' ')).replace(xC, '\n')).indexOf('\t') >= 0 && (s = s.replace(SC, function (o, i) { var u; return 10 === s.charCodeAt(i) @@ -63542,7 +63612,7 @@ : ((u = ' '.slice((i - w - x) % 4)), (x = i - w + 1), u); })), (_ = new StateBlock(s, this, o, i, u)), - this.tokenize(_, _.line, _.lineMax); + this.tokenize(_, _.line, _.lineMax)); }; for (var CC = [], OC = 0; OC < 256; OC++) CC.push(0); function isAlphaNum(s) { @@ -63797,11 +63867,11 @@ } s.push({ type: 'hardbreak', level: s.level }); } else - (s.pending = s.pending.slice(0, -1)), - s.push({ type: 'softbreak', level: s.level }); + ((s.pending = s.pending.slice(0, -1)), + s.push({ type: 'softbreak', level: s.level })); else s.push({ type: 'softbreak', level: s.level }); for (_++; _ < u && 32 === s.src.charCodeAt(_); ) _++; - return (s.pos = _), !0; + return ((s.pos = _), !0); } ], [ @@ -63813,18 +63883,17 @@ if (92 !== s.src.charCodeAt(u)) return !1; if (++u < _) { if ((i = s.src.charCodeAt(u)) < 256 && 0 !== CC[i]) - return o || (s.pending += s.src[u]), (s.pos += 2), !0; + return (o || (s.pending += s.src[u]), (s.pos += 2), !0); if (10 === i) { for ( o || s.push({ type: 'hardbreak', level: s.level }), u++; u < _ && 32 === s.src.charCodeAt(u); - ) u++; - return (s.pos = u), !0; + return ((s.pos = u), !0); } } - return o || (s.pending += '\\'), s.pos++, !0; + return (o || (s.pending += '\\'), s.pos++, !0); } ], [ @@ -63856,7 +63925,7 @@ !0 ); } - return o || (s.pending += _), (s.pos += _.length), !0; + return (o || (s.pending += _), (s.pos += _.length), !0); } ], [ @@ -63883,7 +63952,7 @@ if (126 === x) return !1; if (32 === x || 10 === x) return !1; for (u = j + 2; u < C && 126 === s.src.charCodeAt(u); ) u++; - if (u > j + 3) return (s.pos += u - j), o || (s.pending += s.src.slice(j, u)), !0; + if (u > j + 3) return ((s.pos += u - j), o || (s.pending += s.src.slice(j, u)), !0); for (s.pos = j + 2, _ = 1; s.pos + 1 < C; ) { if ( 126 === s.src.charCodeAt(s.pos) && @@ -63935,7 +64004,7 @@ if (43 === x) return !1; if (32 === x || 10 === x) return !1; for (u = j + 2; u < C && 43 === s.src.charCodeAt(u); ) u++; - if (u !== j + 2) return (s.pos += u - j), o || (s.pending += s.src.slice(j, u)), !0; + if (u !== j + 2) return ((s.pos += u - j), o || (s.pending += s.src.slice(j, u)), !0); for (s.pos = j + 2, _ = 1; s.pos + 1 < C; ) { if ( 43 === s.src.charCodeAt(s.pos) && @@ -63987,7 +64056,7 @@ if (61 === x) return !1; if (32 === x || 10 === x) return !1; for (u = j + 2; u < C && 61 === s.src.charCodeAt(u); ) u++; - if (u !== j + 2) return (s.pos += u - j), o || (s.pending += s.src.slice(j, u)), !0; + if (u !== j + 2) return ((s.pos += u - j), o || (s.pending += s.src.slice(j, u)), !0); for (s.pos = j + 2, _ = 1; s.pos + 1 < C; ) { if ( 61 === s.src.charCodeAt(s.pos) && @@ -64031,7 +64100,7 @@ if (95 !== $ && 42 !== $) return !1; if (o) return !1; if (((i = (j = scanDelims(s, B)).delims), !j.can_open)) - return (s.pos += i), o || (s.pending += s.src.slice(B, s.pos)), !0; + return ((s.pos += i), o || (s.pending += s.src.slice(B, s.pos)), !0); if (s.level >= s.options.maxNesting) return !1; for (s.pos = B + i, C = [i]; s.pos < L; ) if (s.src.charCodeAt(s.pos) !== $) s.parser.skipToken(s); @@ -64043,16 +64112,16 @@ break; } if (((x -= w), 0 === C.length)) break; - (s.pos += w), (w = C.pop()); + ((s.pos += w), (w = C.pop())); } if (0 === C.length) { - (i = w), (_ = !0); + ((i = w), (_ = !0)); break; } s.pos += u; continue; } - j.can_open && C.push(u), (s.pos += u); + (j.can_open && C.push(u), (s.pos += u)); } return _ ? ((s.posMax = s.pos), @@ -64165,7 +64234,7 @@ C++ ); else x = ''; - if (C >= V || 41 !== s.src.charCodeAt(C)) return (s.pos = $), !1; + if (C >= V || 41 !== s.src.charCodeAt(C)) return ((s.pos = $), !1); C++; } else { if (s.linkLevel > 0) return !1; @@ -64178,8 +64247,8 @@ _ || (void 0 === _ && (C = u + 1), (_ = s.src.slice(i, u))), !(j = s.env.references[normalizeReference(_)])) ) - return (s.pos = $), !1; - (w = j.href), (x = j.title); + return ((s.pos = $), !1); + ((w = j.href), (x = j.title)); } return ( o || @@ -64370,9 +64439,9 @@ ); } else if ((u = s.src.slice(_).match(BC))) { var x = decodeEntity(u[1]); - if (u[1] !== x) return o || (s.pending += x), (s.pos += u[0].length), !0; + if (u[1] !== x) return (o || (s.pending += x), (s.pos += u[0].length), !0); } - return o || (s.pending += '&'), s.pos++, !0; + return (o || (s.pending += '&'), s.pos++, !0); } ] ]; @@ -64388,7 +64457,7 @@ -1 === ['vbscript', 'javascript', 'file', 'data'].indexOf(o.split(':')[0]) ); } - (ParserInline.prototype.skipToken = function (s) { + ((ParserInline.prototype.skipToken = function (s) { var o, i, u = this.ruler.getRules(''), @@ -64397,7 +64466,7 @@ if ((i = s.cacheGet(w)) > 0) s.pos = i; else { for (o = 0; o < _; o++) if (u[o](s, !0)) return void s.cacheSet(w, s.pos); - s.pos++, s.cacheSet(w, s.pos); + (s.pos++, s.cacheSet(w, s.pos)); } }), (ParserInline.prototype.tokenize = function (s) { @@ -64412,7 +64481,7 @@ (ParserInline.prototype.parse = function (s, o, i, u) { var _ = new StateInline(s, this, o, i, u); this.tokenize(_); - }); + })); var qC = { default: { options: { @@ -64529,7 +64598,7 @@ } }; function StateCore(s, o, i) { - (this.src = o), + ((this.src = o), (this.env = i), (this.options = s.options), (this.tokens = []), @@ -64537,10 +64606,10 @@ (this.inline = s.inline), (this.block = s.block), (this.renderer = s.renderer), - (this.typographer = s.typographer); + (this.typographer = s.typographer)); } function Remarkable(s, o) { - 'string' != typeof s && ((o = s), (s = 'default')), + ('string' != typeof s && ((o = s), (s = 'default')), o && null != o.linkify && console.warn( @@ -64553,37 +64622,37 @@ (this.ruler = new Ruler()), (this.options = {}), this.configure(qC[s]), - this.set(o || {}); + this.set(o || {})); } - (Remarkable.prototype.set = function (s) { + ((Remarkable.prototype.set = function (s) { index_browser_assign(this.options, s); }), (Remarkable.prototype.configure = function (s) { var o = this; if (!s) throw new Error('Wrong `remarkable` preset, check name/content'); - s.options && o.set(s.options), + (s.options && o.set(s.options), s.components && Object.keys(s.components).forEach(function (i) { s.components[i].rules && o[i].ruler.enable(s.components[i].rules, !0); - }); + })); }), (Remarkable.prototype.use = function (s, o) { - return s(this, o), this; + return (s(this, o), this); }), (Remarkable.prototype.parse = function (s, o) { var i = new StateCore(this, s, o); - return this.core.process(i), i.tokens; + return (this.core.process(i), i.tokens); }), (Remarkable.prototype.render = function (s, o) { - return (o = o || {}), this.renderer.render(this.parse(s, o), this.options, o); + return ((o = o || {}), this.renderer.render(this.parse(s, o), this.options, o)); }), (Remarkable.prototype.parseInline = function (s, o) { var i = new StateCore(this, s, o); - return (i.inlineMode = !0), this.core.process(i), i.tokens; + return ((i.inlineMode = !0), this.core.process(i), i.tokens); }), (Remarkable.prototype.renderInline = function (s, o) { - return (o = o || {}), this.renderer.render(this.parseInline(s, o), this.options, o); - }); + return ((o = o || {}), this.renderer.render(this.parseInline(s, o), this.options, o)); + })); function indexOf(s, o) { if (Array.prototype.indexOf) return s.indexOf(o); for (var i = 0, u = s.length; i < u; i++) if (s[i] === o) return i; @@ -64597,30 +64666,30 @@ } var $C = (function () { function HtmlTag(s) { - void 0 === s && (s = {}), + (void 0 === s && (s = {}), (this.tagName = ''), (this.attrs = {}), (this.innerHTML = ''), (this.whitespaceRegex = /\s+/), (this.tagName = s.tagName || ''), (this.attrs = s.attrs || {}), - (this.innerHTML = s.innerHtml || s.innerHTML || ''); + (this.innerHTML = s.innerHtml || s.innerHTML || '')); } return ( (HtmlTag.prototype.setTagName = function (s) { - return (this.tagName = s), this; + return ((this.tagName = s), this); }), (HtmlTag.prototype.getTagName = function () { return this.tagName || ''; }), (HtmlTag.prototype.setAttr = function (s, o) { - return (this.getAttrs()[s] = o), this; + return ((this.getAttrs()[s] = o), this); }), (HtmlTag.prototype.getAttr = function (s) { return this.getAttrs()[s]; }), (HtmlTag.prototype.setAttrs = function (s) { - return Object.assign(this.getAttrs(), s), this; + return (Object.assign(this.getAttrs(), s), this); }), (HtmlTag.prototype.getAttrs = function () { return this.attrs || (this.attrs = {}); @@ -64636,10 +64705,9 @@ _ = i ? i.split(u) : [], w = s.split(u); (o = w.shift()); - ) -1 === indexOf(_, o) && _.push(o); - return (this.getAttrs().class = _.join(' ')), this; + return ((this.getAttrs().class = _.join(' ')), this); }), (HtmlTag.prototype.removeClass = function (s) { for ( @@ -64649,12 +64717,11 @@ _ = i ? i.split(u) : [], w = s.split(u); _.length && (o = w.shift()); - ) { var x = indexOf(_, o); -1 !== x && _.splice(x, 1); } - return (this.getAttrs().class = _.join(' ')), this; + return ((this.getAttrs().class = _.join(' ')), this); }), (HtmlTag.prototype.getClass = function () { return this.getAttrs().class || ''; @@ -64663,7 +64730,7 @@ return -1 !== (' ' + this.getClass() + ' ').indexOf(' ' + s + ' '); }), (HtmlTag.prototype.setInnerHTML = function (s) { - return (this.innerHTML = s), this; + return ((this.innerHTML = s), this); }), (HtmlTag.prototype.setInnerHtml = function (s) { return this.setInnerHTML(s); @@ -64693,13 +64760,13 @@ })(); var VC = (function () { function AnchorTagBuilder(s) { - void 0 === s && (s = {}), + (void 0 === s && (s = {}), (this.newWindow = !1), (this.truncate = {}), (this.className = ''), (this.newWindow = s.newWindow || !1), (this.truncate = s.truncate || {}), - (this.className = s.className || ''); + (this.className = s.className || '')); } return ( (AnchorTagBuilder.prototype.build = function (s) { @@ -64761,7 +64828,7 @@ _ = Math.ceil(u), w = -1 * Math.floor(u), x = ''; - return w < 0 && (x = s.substr(w)), s.substr(0, _) + i + x; + return (w < 0 && (x = s.substr(w)), s.substr(0, _) + i + x); }; if (s.length <= o) return s; var w = o - _, @@ -64854,12 +64921,12 @@ })(), UC = (function () { function Match(s) { - (this.__jsduckDummyDocProp = null), + ((this.__jsduckDummyDocProp = null), (this.matchedText = ''), (this.offset = 0), (this.tagBuilder = s.tagBuilder), (this.matchedText = s.matchedText), - (this.offset = s.offset); + (this.offset = s.offset)); } return ( (Match.prototype.getMatchedText = function () { @@ -64902,9 +64969,9 @@ function __() { this.constructor = s; } - extendStatics(s, o), + (extendStatics(s, o), (s.prototype = - null === o ? Object.create(o) : ((__.prototype = o.prototype), new __())); + null === o ? Object.create(o) : ((__.prototype = o.prototype), new __()))); } var __assign = function () { return ( @@ -64926,7 +64993,7 @@ WC = (function (s) { function EmailMatch(o) { var i = s.call(this, o) || this; - return (i.email = ''), (i.email = o.email), i; + return ((i.email = ''), (i.email = o.email), i); } return ( tslib_es6_extends(EmailMatch, s), @@ -65033,7 +65100,7 @@ (MentionMatch.prototype.getCssClassSuffixes = function () { var o = s.prototype.getCssClassSuffixes.call(this), i = this.getServiceName(); - return i && o.push(i), o; + return (i && o.push(i), o); }), MentionMatch ); @@ -65136,7 +65203,7 @@ return s.replace(this.protocolRelativeRegex, ''); }), (UrlMatch.prototype.removeTrailingSlash = function (s) { - return '/' === s.charAt(s.length - 1) && (s = s.slice(0, -1)), s; + return ('/' === s.charAt(s.length - 1) && (s = s.slice(0, -1)), s); }), (UrlMatch.prototype.removePercentEncoding = function (s) { var o = s @@ -65155,7 +65222,7 @@ ); })(UC), YC = function YC(s) { - (this.__jsduckDummyDocProp = null), (this.tagBuilder = s.tagBuilder); + ((this.__jsduckDummyDocProp = null), (this.tagBuilder = s.tagBuilder)); }, XC = /[A-Za-z]/, ZC = /[\d]/, @@ -65202,7 +65269,7 @@ mO = (function (s) { function EmailMatcher() { var o = (null !== s && s.apply(this, arguments)) || this; - return (o.localPartCharRegex = dO), (o.strictTldRegex = fO), o; + return ((o.localPartCharRegex = dO), (o.strictTldRegex = fO), o); } return ( tslib_es6_extends(EmailMatcher, s), @@ -65219,7 +65286,6 @@ L = 0, B = x; j < w; - ) { var $ = s.charAt(j); switch (L) { @@ -65252,7 +65318,7 @@ } j++; } - return captureMatchIfValidAndReset(), _; + return (captureMatchIfValidAndReset(), _); function stateNonEmailAddress(s) { 'm' === s ? beginEmailMatch(1) : i.test(s) && beginEmailMatch(); } @@ -65309,10 +65375,10 @@ : captureMatchIfValidAndReset(); } function beginEmailMatch(s) { - void 0 === s && (s = 2), (L = s), (B = new gO({ idx: j })); + (void 0 === s && (s = 2), (L = s), (B = new gO({ idx: j }))); } function resetToNonEmailMatchState() { - (L = 0), (B = x); + ((L = 0), (B = x)); } function captureMatchIfValidAndReset() { if (B.hasDomainDot) { @@ -65333,10 +65399,10 @@ ); })(YC), gO = function gO(s) { - void 0 === s && (s = {}), + (void 0 === s && (s = {}), (this.idx = void 0 !== s.idx ? s.idx : -1), (this.hasMailtoPrefix = !!s.hasMailtoPrefix), - (this.hasDomainDot = !!s.hasDomainDot); + (this.hasDomainDot = !!s.hasDomainDot)); }, yO = (function () { function UrlMatchValidator() {} @@ -65473,7 +65539,7 @@ }); if (ee) { var ie = i.indexOf(ee); - (i = i.substr(ie)), (L = L.substr(ie)), (U += ie); + ((i = i.substr(ie)), (L = L.substr(ie)), (U += ie)); } var ae = L ? 'scheme' : B ? 'www' : 'tld', le = !!L; @@ -65494,7 +65560,6 @@ }, j = this; null !== (o = i.exec(s)); - ) _loop_1(); return C; @@ -65534,7 +65599,7 @@ wO = (function (s) { function HashtagMatcher(o) { var i = s.call(this, o) || this; - return (i.serviceName = 'twitter'), (i.serviceName = o.serviceName), i; + return ((i.serviceName = 'twitter'), (i.serviceName = o.serviceName), i); } return ( tslib_es6_extends(HashtagMatcher, s), @@ -65548,7 +65613,6 @@ x = -1, C = 0; w < _; - ) { var j = s.charAt(w); switch (C) { @@ -65569,7 +65633,7 @@ } w++; } - return captureMatchIfValid(), u; + return (captureMatchIfValid(), u); function stateNone(s) { '#' === s ? ((C = 2), (x = w)) : lO.test(s) && (C = 1); } @@ -65616,7 +65680,7 @@ kO = (function (s) { function PhoneMatcher() { var o = (null !== s && s.apply(this, arguments)) || this; - return (o.matcherRegex = xO), o; + return ((o.matcherRegex = xO), o); } return ( tslib_es6_extends(PhoneMatcher, s), @@ -65624,7 +65688,6 @@ for ( var o, i = this.matcherRegex, u = this.tagBuilder, _ = []; null !== (o = i.exec(s)); - ) { var w = o[0], x = w.replace(/[^0-9,;#]/g, ''), @@ -65718,7 +65781,6 @@ $ = 0, V = C; j < L; - ) { var U = s.charAt(j); switch (B) { @@ -65932,21 +65994,21 @@ '>' === s ? emitTagAndPreviousTextNode() : '<' === s && startNewTag(); } function resetToDataState() { - (B = 0), (V = C); + ((B = 0), (V = C)); } function startNewTag() { - (B = 1), (V = new MO({ idx: j })); + ((B = 1), (V = new MO({ idx: j }))); } function emitTagAndPreviousTextNode() { var o = s.slice($, V.idx); - o && _(o, $), + (o && _(o, $), 'comment' === V.type ? w(V.idx) : 'doctype' === V.type ? x(V.idx) : (V.isOpening && i(V.name, V.idx), V.isClosing && u(V.name, V.idx)), resetToDataState(), - ($ = j + 1); + ($ = j + 1)); } function captureTagName() { var o = V.idx + (V.isClosing ? 2 : 1); @@ -65955,20 +66017,20 @@ $ < j && (function emitText() { var o = s.slice($, j); - _(o, $), ($ = j + 1); + (_(o, $), ($ = j + 1)); })(); } var MO = function MO(s) { - void 0 === s && (s = {}), + (void 0 === s && (s = {}), (this.idx = void 0 !== s.idx ? s.idx : -1), (this.type = s.type || 'tag'), (this.name = s.name || ''), (this.isOpening = !!s.isOpening), - (this.isClosing = !!s.isClosing); + (this.isClosing = !!s.isClosing)); }, TO = (function () { function Autolinker(s) { - void 0 === s && (s = {}), + (void 0 === s && (s = {}), (this.version = Autolinker.version), (this.urls = {}), (this.email = !0), @@ -66001,17 +66063,17 @@ 'boolean' == typeof s.decodePercentEncoding ? s.decodePercentEncoding : this.decodePercentEncoding), - (this.sanitizeHtml = s.sanitizeHtml || !1); + (this.sanitizeHtml = s.sanitizeHtml || !1)); var o = this.mention; if (!1 !== o && -1 === ['twitter', 'instagram', 'soundcloud', 'tiktok'].indexOf(o)) throw new Error("invalid `mention` cfg '".concat(o, "' - see docs")); var i = this.hashtag; if (!1 !== i && -1 === SO.indexOf(i)) throw new Error("invalid `hashtag` cfg '".concat(i, "' - see docs")); - (this.truncate = this.normalizeTruncateCfg(s.truncate)), + ((this.truncate = this.normalizeTruncateCfg(s.truncate)), (this.className = s.className || this.className), (this.replaceFn = s.replaceFn || this.replaceFn), - (this.context = s.context || this); + (this.context = s.context || this)); } return ( (Autolinker.link = function (s, o) { @@ -66067,10 +66129,10 @@ if (!o.global) throw new Error("`splitRegex` must have the 'g' flag set"); for (var i, u = [], _ = 0; (i = o.exec(s)); ) - u.push(s.substring(_, i.index)), + (u.push(s.substring(_, i.index)), u.push(i[0]), - (_ = i.index + i[0].length); - return u.push(s.substring(_)), u; + (_ = i.index + i[0].length)); + return (u.push(s.substring(_)), u); })(s, /( | |<|<|>|>|"|"|')/gi), x = i; w.forEach(function (s, i) { @@ -66150,7 +66212,7 @@ ); }), (Autolinker.prototype.parseText = function (s, o) { - void 0 === o && (o = 0), (o = o || 0); + (void 0 === o && (o = 0), (o = o || 0)); for (var i = this.getMatchers(), u = [], _ = 0, w = i.length; _ < w; _++) { for (var x = i[_].parseMatches(s), C = 0, j = x.length; C < j; C++) x[C].setOffset(o + x[C].getOffset()); @@ -66163,11 +66225,11 @@ this.sanitizeHtml && (s = s.replace(//g, '>')); for (var o = this.parse(s), i = [], u = 0, _ = 0, w = o.length; _ < w; _++) { var x = o[_]; - i.push(s.substring(u, x.getOffset())), + (i.push(s.substring(u, x.getOffset())), i.push(this.createMatchReturnVal(x)), - (u = x.getOffset() + x.getMatchedText().length); + (u = x.getOffset() + x.getMatchedText().length)); } - return i.push(s.substring(u)), i.join(''); + return (i.push(s.substring(u)), i.join('')); }), (Autolinker.prototype.createMatchReturnVal = function (s) { var o; @@ -66305,8 +66367,8 @@ C.push({ type: 'text', content: V[j].text, level: B }), C.push({ type: 'link_close', level: --B }), (x = x.slice(L + V[j].text.length))); - x.length && C.push({ type: 'text', content: x, level: B }), - (z[i].children = _ = [].concat(_.slice(0, o), C, _.slice(o + 1))); + (x.length && C.push({ type: 'text', content: x, level: B }), + (z[i].children = _ = [].concat(_.slice(0, o), C, _.slice(o + 1)))); } } else for (o--; _[o].level !== w.level && 'link_open' !== _[o].type; ) o--; } @@ -66317,7 +66379,7 @@ LO = __webpack_require__.n(DO); LO().addHook && LO().addHook('beforeSanitizeElements', function (s) { - return s.href && s.setAttribute('rel', 'noopener noreferrer'), s; + return (s.href && s.setAttribute('rel', 'noopener noreferrer'), s); }); const BO = function Markdown({ source: s, @@ -66806,7 +66868,7 @@ }, setIsIncludedOptions = (s) => { let o = { key: s, shouldDispatchInit: !1, defaultValue: !0 }; - return 'no value' === u.get(s, 'no value') && (o.shouldDispatchInit = !0), o; + return ('no value' === u.get(s, 'no value') && (o.shouldDispatchInit = !0), o); }, ee = w('Markdown', !0), ie = w('modelExample'), @@ -66824,7 +66886,7 @@ Se = _e.get('examples', null), xe = Se?.map((s, i) => { const u = s?.get('value', null); - return u && (s = s.set('value', getDefaultRequestBodyValue(o, L, i, j), u)), s; + return (u && (s = s.set('value', getDefaultRequestBodyValue(o, L, i, j), u)), s); }); if (((_ = qe.List.isList(_) ? _ : (0, qe.List)()), !_e.size)) return null; const Te = 'object' === _e.getIn(['schema', 'type']), @@ -66884,10 +66946,10 @@ ce = i.getIn([x, 'errors']) || _, pe = u.get(x) || !1; let ye = j.getSampleSchema(C, !1, { includeWriteOnly: !0 }); - !1 === ye && (ye = 'false'), + (!1 === ye && (ye = 'false'), 0 === ye && (ye = '0'), 'string' != typeof ye && 'object' === Z && (ye = stringify(ye)), - 'string' == typeof ye && 'array' === Z && (ye = JSON.parse(ye)); + 'string' == typeof ye && 'array' === Z && (ye = JSON.parse(ye))); const be = 'string' === Z && ('binary' === ie || 'base64' === ie); return Pe.createElement( 'tr', @@ -67074,7 +67136,7 @@ (s.find((s) => s.get('url') === o) || (0, qe.OrderedMap)()).get('variables') || (0, qe.OrderedMap)(), C = 0 !== x.size; - (0, Pe.useEffect)(() => { + ((0, Pe.useEffect)(() => { o || i(s.first()?.get('url')); }, []), (0, Pe.useEffect)(() => { @@ -67083,7 +67145,7 @@ (_.get('variables') || (0, qe.OrderedMap)()).map((s, i) => { u({ server: o, key: i, val: s.get('default') || '' }); }); - }, [o, s]); + }, [o, s])); const j = (0, Pe.useCallback)( (s) => { i(s.target.value); @@ -67204,13 +67266,13 @@ class RequestBodyEditor extends Pe.PureComponent { static defaultProps = { onChange: tA, userHasEditedBody: !1 }; constructor(s, o) { - super(s, o), + (super(s, o), (this.state = { value: stringify(s.value) || s.defaultValue }), - s.onChange(s.value); + s.onChange(s.value)); } applyDefaultValue = (s) => { const { onChange: o, defaultValue: i } = s || this.props; - return this.setState({ value: i }), o(i); + return (this.setState({ value: i }), o(i)); }; onChange = (s) => { this.props.onChange(stringify(s)); @@ -67220,10 +67282,10 @@ this.setState({ value: o }, () => this.onChange(o)); }; UNSAFE_componentWillReceiveProps(s) { - this.props.value !== s.value && + (this.props.value !== s.value && s.value !== this.state.value && this.setState({ value: stringify(s.value) }), - !s.value && s.defaultValue && this.state.value && this.applyDefaultValue(s); + !s.value && s.defaultValue && this.state.value && this.applyDefaultValue(s)); } render() { let { getComponent: s, errors: o } = this.props, @@ -67257,7 +67319,7 @@ let { onChange: o } = this.props, { value: i, name: u } = s.target, _ = Object.assign({}, this.state.value); - u ? (_[u] = i) : (_ = i), this.setState({ value: _ }, () => o(this.state)); + (u ? (_[u] = i) : (_ = i), this.setState({ value: _ }, () => o(this.state))); }; render() { let { schema: s, getComponent: o, errSelectors: i, name: u } = this.props; @@ -67375,7 +67437,7 @@ class operation_servers_OperationServers extends Pe.Component { setSelectedServer = (s) => { const { path: o, method: i } = this.props; - return this.forceUpdate(), this.props.setSelectedServer(s, `${o}:${i}`); + return (this.forceUpdate(), this.props.setSelectedServer(s, `${o}:${i}`)); }; setServerVariableValue = (s) => { const { path: o, method: i } = this.props; @@ -67447,7 +67509,7 @@ operationLink: eA }, nA = new Remarkable('commonmark'); - nA.block.ruler.enable(['table']), nA.set({ linkTarget: '_blank' }); + (nA.block.ruler.enable(['table']), nA.set({ linkTarget: '_blank' })); const sA = OAS3ComponentWrapFactory( ({ source: s, @@ -67712,11 +67774,11 @@ var i, u; if ('string' != typeof o) { const { server: _, namespace: w } = o; - (u = _), + ((u = _), (i = w ? s.getIn([w, 'serverVariableValues', u]) - : s.getIn(['serverVariableValues', u])); - } else (u = o), (i = s.getIn(['serverVariableValues', u])); + : s.getIn(['serverVariableValues', u]))); + } else ((u = o), (i = s.getIn(['serverVariableValues', u]))); i = i || (0, qe.OrderedMap)(); let _ = u; return ( @@ -67814,7 +67876,7 @@ w.reduce((s, o) => s.setIn([o, 'errors'], (0, qe.fromJS)(_)), s) ); } - return console.warn('unexpected result: SET_REQUEST_BODY_VALIDATE_ERROR'), s; + return (console.warn('unexpected result: SET_REQUEST_BODY_VALIDATE_ERROR'), s); }, [bA]: (s, { payload: { path: o, method: i } }) => { const u = s.getIn(['requestData', o, i, 'bodyValue']); @@ -68225,7 +68287,7 @@ }; class auths_Auths extends Pe.Component { constructor(s, o) { - super(s, o), (this.state = {}); + (super(s, o), (this.state = {})); } onAuthChange = (s) => { let { name: o } = s; @@ -68240,7 +68302,7 @@ s.preventDefault(); let { authActions: o, definitions: i } = this.props, u = i.map((s, o) => o).toArray(); - this.setState(u.reduce((s, o) => ((s[o] = ''), s), {})), o.logoutWithPersistOption(u); + (this.setState(u.reduce((s, o) => ((s[o] = ''), s), {})), o.logoutWithPersistOption(u)); }; close = (s) => { s.preventDefault(); @@ -68744,7 +68806,7 @@ ? qe.Map.isMap(o) ? Object.entries(s.toJS()).reduce((s, [i, u]) => { const _ = o.get(i); - return (s[i] = _?.toJS() || u), s; + return ((s[i] = _?.toJS() || u), s); }, {}) : s.toJS() : {} @@ -68819,7 +68881,7 @@ B((s) => !s); }, []), ee = (0, Pe.useCallback)((s, o) => { - B(o), V(o); + (B(o), V(o)); }, []); return 0 === Object.keys(i).length ? null @@ -69017,7 +69079,7 @@ B((s) => !s); }, []), ee = (0, Pe.useCallback)((s, o) => { - B(o), V(o); + (B(o), V(o)); }, []); return 0 === Object.keys(i).length ? null @@ -69107,7 +69169,7 @@ B((s) => !s); }, []), ae = (0, Pe.useCallback)((s, o) => { - B(o), V(o); + (B(o), V(o)); }, []); return 0 === Object.keys(i).length ? null @@ -69495,21 +69557,21 @@ gt = useComponent('KeywordReadOnly'), yt = useComponent('KeywordWriteOnly'), vt = useComponent('ExpandDeepButton'); - (0, Pe.useEffect)(() => { + ((0, Pe.useEffect)(() => { $(C); }, [C]), (0, Pe.useEffect)(() => { $(B); - }, [B]); + }, [B])); const bt = (0, Pe.useCallback)( (s, o) => { - L(o), !o && $(!1), u(s, o, !1); + (L(o), !o && $(!1), u(s, o, !1)); }, [u] ), _t = (0, Pe.useCallback)( (s, o) => { - L(o), $(o), u(s, o, !0); + (L(o), $(o), u(s, o, !0)); }, [u] ); @@ -69835,7 +69897,7 @@ w((s) => !s); }, []), V = (0, Pe.useCallback)((s, o) => { - w(o), C(o); + (w(o), C(o)); }, []); return 0 === Object.keys(o).length ? null @@ -69929,7 +69991,7 @@ x((s) => !s); }, []), z = (0, Pe.useCallback)((s, o) => { - x(o), j(o); + (x(o), j(o)); }, []); return Array.isArray(o) && 0 !== o.length ? Pe.createElement( @@ -69991,7 +70053,7 @@ x((s) => !s); }, []), z = (0, Pe.useCallback)((s, o) => { - x(o), j(o); + (x(o), j(o)); }, []); return Array.isArray(o) && 0 !== o.length ? Pe.createElement( @@ -70053,7 +70115,7 @@ x((s) => !s); }, []), z = (0, Pe.useCallback)((s, o) => { - x(o), j(o); + (x(o), j(o)); }, []); return Array.isArray(o) && 0 !== o.length ? Pe.createElement( @@ -70185,7 +70247,7 @@ w((s) => !s); }, []), V = (0, Pe.useCallback)((s, o) => { - w(o), C(o); + (w(o), C(o)); }, []); return 'object' != typeof o || 0 === Object.keys(o).length ? null @@ -70257,7 +70319,7 @@ x((s) => !s); }, []), z = (0, Pe.useCallback)((s, o) => { - x(o), j(o); + (x(o), j(o)); }, []); return Array.isArray(o) && 0 !== o.length ? Pe.createElement( @@ -70883,7 +70945,7 @@ ] .filter(Boolean) .join(' | '); - return o.delete(s), x || 'any'; + return (o.delete(s), x || 'any'); }, isBooleanJSONSchema = (s) => 'boolean' == typeof s, hasKeyword = (s, o) => null !== s && 'object' == typeof s && Object.hasOwn(s, o), @@ -70971,15 +71033,15 @@ if (x || j) return `${B ? '<' : '≤'} ${B ? _ : i}`; return null; })(s); - null !== u && o.push({ scope: 'number', value: u }), - s?.format && o.push({ scope: 'string', value: s.format }); + (null !== u && o.push({ scope: 'number', value: u }), + s?.format && o.push({ scope: 'string', value: s.format })); const _ = stringifyConstraintRange('characters', s?.minLength, s?.maxLength); - null !== _ && o.push({ scope: 'string', value: _ }), + (null !== _ && o.push({ scope: 'string', value: _ }), s?.pattern && o.push({ scope: 'string', value: `matches ${s?.pattern}` }), s?.contentMediaType && o.push({ scope: 'string', value: `media type: ${s.contentMediaType}` }), s?.contentEncoding && - o.push({ scope: 'string', value: `encoding: ${s.contentEncoding}` }); + o.push({ scope: 'string', value: `encoding: ${s.contentEncoding}` })); const w = stringifyConstraintRange( s?.hasUniqueItems ? 'unique items' : 'items', s?.minItems, @@ -70989,7 +71051,7 @@ const x = stringifyConstraintRange('contained items', s?.minContains, s?.maxContains); null !== x && o.push({ scope: 'array', value: x }); const C = stringifyConstraintRange('properties', s?.minProperties, s?.maxProperties); - return null !== C && o.push({ scope: 'object', value: C }), o; + return (null !== C && o.push({ scope: 'object', value: C }), o); }, getDependentRequired = (s, o) => o?.dependentRequired @@ -71067,7 +71129,9 @@ }, HOC = (o) => Pe.createElement(tI.Provider, { value: i }, Pe.createElement(s, o)); return ( - (HOC.contexts = { JSONSchemaContext: tI }), (HOC.displayName = s.displayName), HOC + (HOC.contexts = { JSONSchemaContext: tI }), + (HOC.displayName = s.displayName), + HOC ); }, json_schema_2020_12 = () => ({ @@ -71147,7 +71211,7 @@ (Number.isInteger(u) && u > 0 && (j = s.slice(0, u)), Number.isInteger(i) && i > 0) ) for (let s = 0; j.length < i; s += 1) j.push(j[s % j.length]); - return !0 === _ && (j = Array.from(new Set(j))), j; + return (!0 === _ && (j = Array.from(new Set(j))), j); })(o, s), object = () => { throw new Error('Not implemented'); @@ -71263,7 +71327,7 @@ x = 0; for (let s = 0; s < o.length; s++) for (w = (w << 8) | o.charCodeAt(s), x += 8; x >= 5; ) - (_ += i.charAt((w >>> (x - 5)) & 31)), (x -= 5); + ((_ += i.charAt((w >>> (x - 5)) & 31)), (x -= 5)); x > 0 && ((_ += i.charAt((w << (5 - x)) & 31)), (u = (8 - ((8 * o.length) % 5)) % 5)); for (let s = 0; s < u; s++) _ += '='; return _; @@ -71567,7 +71631,7 @@ u = inferTypeFromValue(o); i = 'string' == typeof u ? u : i; } - return o.delete(s), i || MI; + return (o.delete(s), i || MI); }, type_getType = (s) => inferType(s), typeCast = (s) => @@ -71620,14 +71684,14 @@ TI = merge_merge, main_sampleFromSchemaGeneric = (s, o = {}, i = void 0, u = !1) => { if (null == s && void 0 === i) return; - 'function' == typeof s?.toJS && (s = s.toJS()), (s = typeCast(s)); + ('function' == typeof s?.toJS && (s = s.toJS()), (s = typeCast(s))); let _ = void 0 !== i || hasExample(s); const w = !_ && Array.isArray(s.oneOf) && s.oneOf.length > 0, x = !_ && Array.isArray(s.anyOf) && s.anyOf.length > 0; if (!_ && (w || x)) { const i = typeCast(random_pick(w ? s.oneOf : s.anyOf)); - !(s = TI(s, i, o)).xml && i.xml && (s.xml = i.xml), - hasExample(s) && hasExample(i) && (_ = !0); + (!(s = TI(s, i, o)).xml && i.xml && (s.xml = i.xml), + hasExample(s) && hasExample(i) && (_ = !0)); } const C = {}; let { xml: j, properties: L, additionalProperties: B, items: $, contains: V } = s || {}, @@ -71748,9 +71812,9 @@ ((ce[s]?.readOnly && !z) || (ce[s]?.writeOnly && !Y) || (ce[s]?.xml?.attribute ? (C[ce[s].xml.name || s] = _[s]) : pe(s, _[s]))); - return hs()(C) || le[Z].push({ _attr: C }), le; + return (hs()(C) || le[Z].push({ _attr: C }), le); } - return (le[Z] = hs()(C) ? _ : [{ _attr: C }, _]), le; + return ((le[Z] = hs()(C) ? _ : [{ _attr: C }, _]), le); } if ('array' === U) { let i = []; @@ -71806,10 +71870,10 @@ pe(s)); if ((u && C && le[Z].push({ _attr: C }), hasExceededMaxProperties())) return le; if (predicates_isBooleanJSONSchema(B) && B) - u + (u ? le[Z].push({ additionalProp: 'Anything can be here' }) : (le.additionalProp1 = {}), - de++; + de++); else if (isJSONSchemaObject(B)) { const i = B, _ = main_sampleFromSchemaGeneric(i, o, void 0, u); @@ -71824,7 +71888,7 @@ if (hasExceededMaxProperties()) return le; if (u) { const o = {}; - (o['additionalProp' + s] = _.notagname), le[Z].push(o); + ((o['additionalProp' + s] = _.notagname), le[Z].push(o)); } else le['additionalProp' + s] = _; de++; } @@ -71873,10 +71937,10 @@ x = w.jsonSchema202012.getJsonSampleSchema(o, i, u, _); let C; try { - (C = mn.dump(mn.load(x), { lineWidth: -1 }, { schema: nn })), - '\n' === C[C.length - 1] && (C = C.slice(0, C.length - 1)); + ((C = mn.dump(mn.load(x), { lineWidth: -1 }, { schema: nn })), + '\n' === C[C.length - 1] && (C = C.slice(0, C.length - 1))); } catch (s) { - return console.error(s), 'error: could not generate yaml example'; + return (console.error(s), 'error: could not generate yaml example'); } return C.replace(/\t/g, ' '); }, @@ -71977,7 +72041,7 @@ const s = {}; return ( (s.promise = new Promise((o, i) => { - (s.resolve = o), (s.reject = i); + ((s.resolve = o), (s.reject = i)); })), s ); @@ -72198,13 +72262,13 @@ const _ = []; for (const s of o) { const o = { ...s }; - Object.hasOwn(o, 'domNode') && ((i = o.domNode), delete o.domNode), + (Object.hasOwn(o, 'domNode') && ((i = o.domNode), delete o.domNode), Object.hasOwn(o, 'urls.primaryName') ? ((u = o['urls.primaryName']), delete o['urls.primaryName']) : Array.isArray(o.urls) && Object.hasOwn(o.urls, 'primaryName') && ((u = o.urls.primaryName), delete o.urls.primaryName), - _.push(o); + _.push(o)); } const w = We()(s, ..._); return ( @@ -72223,7 +72287,7 @@ x.register([u.plugins, w]); const C = x.getSystem(), persistConfigs = (s) => { - x.setConfigs(s), C.configsActions.loaded(); + (x.setConfigs(s), C.configsActions.loaded()); }, updateSpec = (s) => { !o.url && 'object' == typeof s.spec && Object.keys(s.spec).length > 0 @@ -72250,12 +72314,12 @@ const { configUrl: s } = u, i = await sources_url({ url: s, system: C })(u), _ = SwaggerUI.config.merge({}, u, i, o); - persistConfigs(_), null !== i && updateSpec(_), render(_); + (persistConfigs(_), null !== i && updateSpec(_), render(_)); })(), C) : (persistConfigs(u), updateSpec(u), render(u), C); } - (SwaggerUI.System = Store), + ((SwaggerUI.System = Store), (SwaggerUI.config = { defaults: FI, merge: config_merge, @@ -72289,7 +72353,7 @@ SyntaxHighlighting: syntax_highlighting, Versions: versions, SafeRender: safe_render - }); + })); const WI = SwaggerUI; })(), (_ = _.default) diff --git a/backend/open_webui/storage/provider.py b/backend/open_webui/storage/provider.py index 425d10c812..0886c851f0 100644 --- a/backend/open_webui/storage/provider.py +++ b/backend/open_webui/storage/provider.py @@ -43,9 +43,7 @@ class StorageProvider(ABC): pass @abstractmethod - def upload_file( - self, file: BinaryIO, filename: str, tags: Dict[str, str] - ) -> Tuple[bytes, str]: + def upload_file(self, file: BinaryIO, filename: str, tags: Dict[str, str]) -> Tuple[bytes, str]: pass @abstractmethod @@ -59,14 +57,12 @@ class StorageProvider(ABC): class LocalStorageProvider(StorageProvider): @staticmethod - def upload_file( - file: BinaryIO, filename: str, tags: Dict[str, str] - ) -> Tuple[bytes, str]: + def upload_file(file: BinaryIO, filename: str, tags: Dict[str, str]) -> Tuple[bytes, str]: contents = file.read() if not contents: raise ValueError(ERROR_MESSAGES.EMPTY_CONTENT) - file_path = f"{UPLOAD_DIR}/{filename}" - with open(file_path, "wb") as f: + file_path = os.path.join(UPLOAD_DIR, filename) + with open(file_path, 'wb') as f: f.write(contents) return contents, file_path @@ -78,12 +74,12 @@ class LocalStorageProvider(StorageProvider): @staticmethod def delete_file(file_path: str) -> None: """Handles deletion of the file from local storage.""" - filename = file_path.split("/")[-1] - file_path = f"{UPLOAD_DIR}/{filename}" + filename = os.path.basename(file_path) + file_path = os.path.join(UPLOAD_DIR, filename) if os.path.isfile(file_path): os.remove(file_path) else: - log.warning(f"File {file_path} not found in local storage.") + log.warning(f'File {file_path} not found in local storage.') @staticmethod def delete_all_files() -> None: @@ -97,27 +93,27 @@ class LocalStorageProvider(StorageProvider): elif os.path.isdir(file_path): shutil.rmtree(file_path) # Remove the directory except Exception as e: - log.exception(f"Failed to delete {file_path}. Reason: {e}") + log.exception(f'Failed to delete {file_path}. Reason: {e}') else: - log.warning(f"Directory {UPLOAD_DIR} not found in local storage.") + log.warning(f'Directory {UPLOAD_DIR} not found in local storage.') class S3StorageProvider(StorageProvider): def __init__(self): config = Config( s3={ - "use_accelerate_endpoint": S3_USE_ACCELERATE_ENDPOINT, - "addressing_style": S3_ADDRESSING_STYLE, + 'use_accelerate_endpoint': S3_USE_ACCELERATE_ENDPOINT, + 'addressing_style': S3_ADDRESSING_STYLE, }, # KIT change - see https://github.com/boto/boto3/issues/4400#issuecomment-2600742103∆ - request_checksum_calculation="when_required", - response_checksum_validation="when_required", + request_checksum_calculation='when_required', + response_checksum_validation='when_required', ) # If access key and secret are provided, use them for authentication if S3_ACCESS_KEY_ID and S3_SECRET_ACCESS_KEY: self.s3_client = boto3.client( - "s3", + 's3', region_name=S3_REGION_NAME, endpoint_url=S3_ENDPOINT_URL, aws_access_key_id=S3_ACCESS_KEY_ID, @@ -128,49 +124,40 @@ class S3StorageProvider(StorageProvider): # If no explicit credentials are provided, fall back to default AWS credentials # This supports workload identity (IAM roles for EC2, EKS, etc.) self.s3_client = boto3.client( - "s3", + 's3', region_name=S3_REGION_NAME, endpoint_url=S3_ENDPOINT_URL, config=config, ) self.bucket_name = S3_BUCKET_NAME - self.key_prefix = S3_KEY_PREFIX if S3_KEY_PREFIX else "" + self.key_prefix = S3_KEY_PREFIX if S3_KEY_PREFIX else '' @staticmethod def sanitize_tag_value(s: str) -> str: """Only include S3 allowed characters.""" - return re.sub(r"[^a-zA-Z0-9 äöüÄÖÜß\+\-=\._:/@]", "", s) + return re.sub(r'[^a-zA-Z0-9 äöüÄÖÜß\+\-=\._:/@]', '', s) - def upload_file( - self, file: BinaryIO, filename: str, tags: Dict[str, str] - ) -> Tuple[bytes, str]: + def upload_file(self, file: BinaryIO, filename: str, tags: Dict[str, str]) -> Tuple[bytes, str]: """Handles uploading of the file to S3 storage.""" _, file_path = LocalStorageProvider.upload_file(file, filename, tags) s3_key = os.path.join(self.key_prefix, filename) try: self.s3_client.upload_file(file_path, self.bucket_name, s3_key) if S3_ENABLE_TAGGING and tags: - sanitized_tags = { - self.sanitize_tag_value(k): self.sanitize_tag_value(v) - for k, v in tags.items() - } - tagging = { - "TagSet": [ - {"Key": k, "Value": v} for k, v in sanitized_tags.items() - ] - } + sanitized_tags = {self.sanitize_tag_value(k): self.sanitize_tag_value(v) for k, v in tags.items()} + tagging = {'TagSet': [{'Key': k, 'Value': v} for k, v in sanitized_tags.items()]} self.s3_client.put_object_tagging( Bucket=self.bucket_name, Key=s3_key, Tagging=tagging, ) return ( - open(file_path, "rb").read(), - f"s3://{self.bucket_name}/{s3_key}", + open(file_path, 'rb').read(), + f's3://{self.bucket_name}/{s3_key}', ) except ClientError as e: - raise RuntimeError(f"Error uploading file to S3: {e}") + raise RuntimeError(f'Error uploading file to S3: {e}') def get_file(self, file_path: str) -> str: """Handles downloading of the file from S3 storage.""" @@ -180,7 +167,7 @@ class S3StorageProvider(StorageProvider): self.s3_client.download_file(self.bucket_name, s3_key, local_file_path) return local_file_path except ClientError as e: - raise RuntimeError(f"Error downloading file from S3: {e}") + raise RuntimeError(f'Error downloading file from S3: {e}') def delete_file(self, file_path: str) -> None: """Handles deletion of the file from S3 storage.""" @@ -188,7 +175,7 @@ class S3StorageProvider(StorageProvider): s3_key = self._extract_s3_key(file_path) self.s3_client.delete_object(Bucket=self.bucket_name, Key=s3_key) except ClientError as e: - raise RuntimeError(f"Error deleting file from S3: {e}") + raise RuntimeError(f'Error deleting file from S3: {e}') # Always delete from local storage LocalStorageProvider.delete_file(file_path) @@ -197,27 +184,25 @@ class S3StorageProvider(StorageProvider): """Handles deletion of all files from S3 storage.""" try: response = self.s3_client.list_objects_v2(Bucket=self.bucket_name) - if "Contents" in response: - for content in response["Contents"]: + if 'Contents' in response: + for content in response['Contents']: # Skip objects that were not uploaded from open-webui in the first place - if not content["Key"].startswith(self.key_prefix): + if not content['Key'].startswith(self.key_prefix): continue - self.s3_client.delete_object( - Bucket=self.bucket_name, Key=content["Key"] - ) + self.s3_client.delete_object(Bucket=self.bucket_name, Key=content['Key']) except ClientError as e: - raise RuntimeError(f"Error deleting all files from S3: {e}") + raise RuntimeError(f'Error deleting all files from S3: {e}') # Always delete from local storage LocalStorageProvider.delete_all_files() # The s3 key is the name assigned to an object. It excludes the bucket name, but includes the internal path and the file name. def _extract_s3_key(self, full_file_path: str) -> str: - return "/".join(full_file_path.split("//")[1].split("/")[1:]) + return '/'.join(full_file_path.split('//')[1].split('/')[1:]) def _get_local_file_path(self, s3_key: str) -> str: - return f"{UPLOAD_DIR}/{s3_key.split('/')[-1]}" + return os.path.join(UPLOAD_DIR, s3_key.split('/')[-1]) class GCSStorageProvider(StorageProvider): @@ -235,38 +220,36 @@ class GCSStorageProvider(StorageProvider): self.gcs_client = storage.Client() self.bucket = self.gcs_client.bucket(GCS_BUCKET_NAME) - def upload_file( - self, file: BinaryIO, filename: str, tags: Dict[str, str] - ) -> Tuple[bytes, str]: + def upload_file(self, file: BinaryIO, filename: str, tags: Dict[str, str]) -> Tuple[bytes, str]: """Handles uploading of the file to GCS storage.""" contents, file_path = LocalStorageProvider.upload_file(file, filename, tags) try: blob = self.bucket.blob(filename) blob.upload_from_filename(file_path) - return contents, "gs://" + self.bucket_name + "/" + filename + return contents, 'gs://' + self.bucket_name + '/' + filename except GoogleCloudError as e: - raise RuntimeError(f"Error uploading file to GCS: {e}") + raise RuntimeError(f'Error uploading file to GCS: {e}') def get_file(self, file_path: str) -> str: """Handles downloading of the file from GCS storage.""" try: - filename = file_path.removeprefix("gs://").split("/")[1] - local_file_path = f"{UPLOAD_DIR}/{filename}" + filename = file_path.removeprefix('gs://').split('/')[1] + local_file_path = os.path.join(UPLOAD_DIR, filename) blob = self.bucket.get_blob(filename) blob.download_to_filename(local_file_path) return local_file_path except NotFound as e: - raise RuntimeError(f"Error downloading file from GCS: {e}") + raise RuntimeError(f'Error downloading file from GCS: {e}') def delete_file(self, file_path: str) -> None: """Handles deletion of the file from GCS storage.""" try: - filename = file_path.removeprefix("gs://").split("/")[1] + filename = file_path.removeprefix('gs://').split('/')[1] blob = self.bucket.get_blob(filename) blob.delete() except NotFound as e: - raise RuntimeError(f"Error deleting file from GCS: {e}") + raise RuntimeError(f'Error deleting file from GCS: {e}') # Always delete from local storage LocalStorageProvider.delete_file(file_path) @@ -280,7 +263,7 @@ class GCSStorageProvider(StorageProvider): blob.delete() except NotFound as e: - raise RuntimeError(f"Error deleting all files from GCS: {e}") + raise RuntimeError(f'Error deleting all files from GCS: {e}') # Always delete from local storage LocalStorageProvider.delete_all_files() @@ -294,51 +277,43 @@ class AzureStorageProvider(StorageProvider): if storage_key: # Configure using the Azure Storage Account Endpoint and Key - self.blob_service_client = BlobServiceClient( - account_url=self.endpoint, credential=storage_key - ) + self.blob_service_client = BlobServiceClient(account_url=self.endpoint, credential=storage_key) else: # Configure using the Azure Storage Account Endpoint and DefaultAzureCredential # If the key is not configured, then the DefaultAzureCredential will be used to support Managed Identity authentication - self.blob_service_client = BlobServiceClient( - account_url=self.endpoint, credential=DefaultAzureCredential() - ) - self.container_client = self.blob_service_client.get_container_client( - self.container_name - ) + self.blob_service_client = BlobServiceClient(account_url=self.endpoint, credential=DefaultAzureCredential()) + self.container_client = self.blob_service_client.get_container_client(self.container_name) - def upload_file( - self, file: BinaryIO, filename: str, tags: Dict[str, str] - ) -> Tuple[bytes, str]: + def upload_file(self, file: BinaryIO, filename: str, tags: Dict[str, str]) -> Tuple[bytes, str]: """Handles uploading of the file to Azure Blob Storage.""" contents, file_path = LocalStorageProvider.upload_file(file, filename, tags) try: blob_client = self.container_client.get_blob_client(filename) blob_client.upload_blob(contents, overwrite=True) - return contents, f"{self.endpoint}/{self.container_name}/{filename}" + return contents, f'{self.endpoint}/{self.container_name}/{filename}' except Exception as e: - raise RuntimeError(f"Error uploading file to Azure Blob Storage: {e}") + raise RuntimeError(f'Error uploading file to Azure Blob Storage: {e}') def get_file(self, file_path: str) -> str: """Handles downloading of the file from Azure Blob Storage.""" try: - filename = file_path.split("/")[-1] - local_file_path = f"{UPLOAD_DIR}/{filename}" + filename = file_path.split('/')[-1] + local_file_path = os.path.join(UPLOAD_DIR, filename) blob_client = self.container_client.get_blob_client(filename) - with open(local_file_path, "wb") as download_file: + with open(local_file_path, 'wb') as download_file: download_file.write(blob_client.download_blob().readall()) return local_file_path except ResourceNotFoundError as e: - raise RuntimeError(f"Error downloading file from Azure Blob Storage: {e}") + raise RuntimeError(f'Error downloading file from Azure Blob Storage: {e}') def delete_file(self, file_path: str) -> None: """Handles deletion of the file from Azure Blob Storage.""" try: - filename = file_path.split("/")[-1] + filename = file_path.split('/')[-1] blob_client = self.container_client.get_blob_client(filename) blob_client.delete_blob() except ResourceNotFoundError as e: - raise RuntimeError(f"Error deleting file from Azure Blob Storage: {e}") + raise RuntimeError(f'Error deleting file from Azure Blob Storage: {e}') # Always delete from local storage LocalStorageProvider.delete_file(file_path) @@ -350,23 +325,23 @@ class AzureStorageProvider(StorageProvider): for blob in blobs: self.container_client.delete_blob(blob.name) except Exception as e: - raise RuntimeError(f"Error deleting all files from Azure Blob Storage: {e}") + raise RuntimeError(f'Error deleting all files from Azure Blob Storage: {e}') # Always delete from local storage LocalStorageProvider.delete_all_files() def get_storage_provider(storage_provider: str): - if storage_provider == "local": + if storage_provider == 'local': Storage = LocalStorageProvider() - elif storage_provider == "s3": + elif storage_provider == 's3': Storage = S3StorageProvider() - elif storage_provider == "gcs": + elif storage_provider == 'gcs': Storage = GCSStorageProvider() - elif storage_provider == "azure": + elif storage_provider == 'azure': Storage = AzureStorageProvider() else: - raise RuntimeError(f"Unsupported storage provider: {storage_provider}") + raise RuntimeError(f'Unsupported storage provider: {storage_provider}') return Storage diff --git a/backend/open_webui/tasks.py b/backend/open_webui/tasks.py index 04dfb5a556..30754cfc48 100644 --- a/backend/open_webui/tasks.py +++ b/backend/open_webui/tasks.py @@ -17,9 +17,9 @@ tasks: Dict[str, asyncio.Task] = {} item_tasks = {} -REDIS_TASKS_KEY = f"{REDIS_KEY_PREFIX}:tasks" -REDIS_ITEM_TASKS_KEY = f"{REDIS_KEY_PREFIX}:tasks:item" -REDIS_PUBSUB_CHANNEL = f"{REDIS_KEY_PREFIX}:tasks:commands" +REDIS_TASKS_KEY = f'{REDIS_KEY_PREFIX}:tasks' +REDIS_ITEM_TASKS_KEY = f'{REDIS_KEY_PREFIX}:tasks:item' +REDIS_PUBSUB_CHANNEL = f'{REDIS_KEY_PREFIX}:tasks:commands' async def redis_task_command_listener(app): @@ -28,17 +28,17 @@ async def redis_task_command_listener(app): await pubsub.subscribe(REDIS_PUBSUB_CHANNEL) async for message in pubsub.listen(): - if message["type"] != "message": + if message['type'] != 'message': continue try: - command = json.loads(message["data"]) - if command.get("action") == "stop": - task_id = command.get("task_id") + command = json.loads(message['data']) + if command.get('action') == 'stop': + task_id = command.get('task_id') local_task = tasks.get(task_id) if local_task: local_task.cancel() except Exception as e: - log.exception(f"Error handling distributed task command: {e}") + log.exception(f'Error handling distributed task command: {e}') ### ------------------------------ @@ -48,9 +48,9 @@ async def redis_task_command_listener(app): async def redis_save_task(redis: Redis, task_id: str, item_id: Optional[str]): pipe = redis.pipeline() - pipe.hset(REDIS_TASKS_KEY, task_id, item_id or "") + pipe.hset(REDIS_TASKS_KEY, task_id, item_id or '') if item_id: - pipe.sadd(f"{REDIS_ITEM_TASKS_KEY}:{item_id}", task_id) + pipe.sadd(f'{REDIS_ITEM_TASKS_KEY}:{item_id}', task_id) await pipe.execute() @@ -58,10 +58,13 @@ async def redis_cleanup_task(redis: Redis, task_id: str, item_id: Optional[str]) pipe = redis.pipeline() pipe.hdel(REDIS_TASKS_KEY, task_id) if item_id: - pipe.srem(f"{REDIS_ITEM_TASKS_KEY}:{item_id}", task_id) - if (await pipe.scard(f"{REDIS_ITEM_TASKS_KEY}:{item_id}").execute())[-1] == 0: - pipe.delete(f"{REDIS_ITEM_TASKS_KEY}:{item_id}") # Remove if empty set - await pipe.execute() + pipe.srem(f'{REDIS_ITEM_TASKS_KEY}:{item_id}', task_id) + await pipe.execute() + # Remove the set key entirely if no tasks remain for this item + if await redis.scard(f'{REDIS_ITEM_TASKS_KEY}:{item_id}') == 0: + await redis.delete(f'{REDIS_ITEM_TASKS_KEY}:{item_id}') + else: + await pipe.execute() async def redis_list_tasks(redis: Redis) -> List[str]: @@ -69,15 +72,15 @@ async def redis_list_tasks(redis: Redis) -> List[str]: async def redis_list_item_tasks(redis: Redis, item_id: str) -> List[str]: - return list(await redis.smembers(f"{REDIS_ITEM_TASKS_KEY}:{item_id}")) + return list(await redis.smembers(f'{REDIS_ITEM_TASKS_KEY}:{item_id}')) async def redis_send_command(redis: Redis, command: dict): command_json = json.dumps(command) # RedisCluster doesn't expose publish() directly, but the # PUBLISH command broadcasts across all cluster nodes server-side. - if hasattr(redis, "nodes_manager"): - await redis.execute_command("PUBLISH", REDIS_PUBSUB_CHANNEL, command_json) + if hasattr(redis, 'nodes_manager'): + await redis.execute_command('PUBLISH', REDIS_PUBSUB_CHANNEL, command_json) else: await redis.publish(REDIS_PUBSUB_CHANNEL, command_json) @@ -106,9 +109,7 @@ async def create_task(redis, coroutine, id=None): task = asyncio.create_task(coroutine) # Create the task # Add a done callback for cleanup - task.add_done_callback( - lambda t: asyncio.create_task(cleanup_task(redis, task_id, id)) - ) + task.add_done_callback(lambda t: asyncio.create_task(cleanup_task(redis, task_id, id))) tasks[task_id] = task # If an ID is provided, associate the task with that ID @@ -146,32 +147,36 @@ async def stop_task(redis, task_id: str): Cancel a running task and remove it from the global task list. """ if redis: + # Look up the item_id before cleanup so we can remove the set entry too + item_id = await redis.hget(REDIS_TASKS_KEY, task_id) # PUBSUB: All instances check if they have this task, and stop if so. await redis_send_command( redis, { - "action": "stop", - "task_id": task_id, + 'action': 'stop', + 'task_id': task_id, }, ) - # Optionally check if task_id still in Redis a few moments later for feedback? - return {"status": True, "message": f"Stop signal sent for {task_id}"} + # Always clean Redis directly — hdel/srem are idempotent, safe even + # if the done_callback on the owning process also fires cleanup. + await redis_cleanup_task(redis, task_id, item_id or None) + return {'status': True, 'message': f'Task {task_id} stopped.'} task = tasks.pop(task_id, None) if not task: - return {"status": False, "message": f"Task with ID {task_id} not found."} + return {'status': False, 'message': f'Task with ID {task_id} not found.'} task.cancel() # Request task cancellation try: await task # Wait for the task to handle the cancellation except asyncio.CancelledError: # Task successfully canceled - return {"status": True, "message": f"Task {task_id} successfully stopped."} + return {'status': True, 'message': f'Task {task_id} successfully stopped.'} if task.cancelled() or task.done(): - return {"status": True, "message": f"Task {task_id} successfully cancelled."} + return {'status': True, 'message': f'Task {task_id} successfully cancelled.'} - return {"status": True, "message": f"Cancellation requested for {task_id}."} + return {'status': True, 'message': f'Cancellation requested for {task_id}.'} async def stop_item_tasks(redis: Redis, item_id: str): @@ -180,14 +185,14 @@ async def stop_item_tasks(redis: Redis, item_id: str): """ task_ids = await list_task_ids_by_item_id(redis, item_id) if not task_ids: - return {"status": True, "message": f"No tasks found for item {item_id}."} + return {'status': True, 'message': f'No tasks found for item {item_id}.'} for task_id in task_ids: result = await stop_task(redis, task_id) - if not result["status"]: + if not result['status']: return result # Return the first failure - return {"status": True, "message": f"All tasks for item {item_id} stopped."} + return {'status': True, 'message': f'All tasks for item {item_id} stopped.'} async def has_active_tasks(redis, chat_id: str) -> bool: diff --git a/backend/open_webui/test/apps/webui/routers/test_auths.py b/backend/open_webui/test/apps/webui/routers/test_auths.py index f0f69e26d2..9f9ae9bc5c 100644 --- a/backend/open_webui/test/apps/webui/routers/test_auths.py +++ b/backend/open_webui/test/apps/webui/routers/test_auths.py @@ -3,7 +3,7 @@ from test.util.mock_user import mock_webui_user class TestAuths(AbstractPostgresTest): - BASE_PATH = "/api/v1/auths" + BASE_PATH = '/api/v1/auths' def setup_class(cls): super().setup_class() @@ -15,171 +15,167 @@ class TestAuths(AbstractPostgresTest): def test_get_session_user(self): with mock_webui_user(): - response = self.fast_api_client.get(self.create_url("")) + response = self.fast_api_client.get(self.create_url('')) assert response.status_code == 200 assert response.json() == { - "id": "1", - "name": "John Doe", - "email": "john.doe@openwebui.com", - "role": "user", - "profile_image_url": "/user.png", + 'id': '1', + 'name': 'John Doe', + 'email': 'john.doe@openwebui.com', + 'role': 'user', + 'profile_image_url': '/user.png', } def test_update_profile(self): from open_webui.utils.auth import get_password_hash user = self.auths.insert_new_auth( - email="john.doe@openwebui.com", - password=get_password_hash("old_password"), - name="John Doe", - profile_image_url="/user.png", - role="user", + email='john.doe@openwebui.com', + password=get_password_hash('old_password'), + name='John Doe', + profile_image_url='/user.png', + role='user', ) with mock_webui_user(id=user.id): response = self.fast_api_client.post( - self.create_url("/update/profile"), - json={"name": "John Doe 2", "profile_image_url": "/user2.png"}, + self.create_url('/update/profile'), + json={'name': 'John Doe 2', 'profile_image_url': '/user2.png'}, ) assert response.status_code == 200 db_user = self.users.get_user_by_id(user.id) - assert db_user.name == "John Doe 2" - assert db_user.profile_image_url == "/user2.png" + assert db_user.name == 'John Doe 2' + assert db_user.profile_image_url == '/user2.png' def test_update_password(self): from open_webui.utils.auth import get_password_hash user = self.auths.insert_new_auth( - email="john.doe@openwebui.com", - password=get_password_hash("old_password"), - name="John Doe", - profile_image_url="/user.png", - role="user", + email='john.doe@openwebui.com', + password=get_password_hash('old_password'), + name='John Doe', + profile_image_url='/user.png', + role='user', ) with mock_webui_user(id=user.id): response = self.fast_api_client.post( - self.create_url("/update/password"), - json={"password": "old_password", "new_password": "new_password"}, + self.create_url('/update/password'), + json={'password': 'old_password', 'new_password': 'new_password'}, ) assert response.status_code == 200 - old_auth = self.auths.authenticate_user( - "john.doe@openwebui.com", "old_password" - ) + old_auth = self.auths.authenticate_user('john.doe@openwebui.com', 'old_password') assert old_auth is None - new_auth = self.auths.authenticate_user( - "john.doe@openwebui.com", "new_password" - ) + new_auth = self.auths.authenticate_user('john.doe@openwebui.com', 'new_password') assert new_auth is not None def test_signin(self): from open_webui.utils.auth import get_password_hash user = self.auths.insert_new_auth( - email="john.doe@openwebui.com", - password=get_password_hash("password"), - name="John Doe", - profile_image_url="/user.png", - role="user", + email='john.doe@openwebui.com', + password=get_password_hash('password'), + name='John Doe', + profile_image_url='/user.png', + role='user', ) response = self.fast_api_client.post( - self.create_url("/signin"), - json={"email": "john.doe@openwebui.com", "password": "password"}, + self.create_url('/signin'), + json={'email': 'john.doe@openwebui.com', 'password': 'password'}, ) assert response.status_code == 200 data = response.json() - assert data["id"] == user.id - assert data["name"] == "John Doe" - assert data["email"] == "john.doe@openwebui.com" - assert data["role"] == "user" - assert data["profile_image_url"] == "/user.png" - assert data["token"] is not None and len(data["token"]) > 0 - assert data["token_type"] == "Bearer" + assert data['id'] == user.id + assert data['name'] == 'John Doe' + assert data['email'] == 'john.doe@openwebui.com' + assert data['role'] == 'user' + assert data['profile_image_url'] == '/user.png' + assert data['token'] is not None and len(data['token']) > 0 + assert data['token_type'] == 'Bearer' def test_signup(self): response = self.fast_api_client.post( - self.create_url("/signup"), + self.create_url('/signup'), json={ - "name": "John Doe", - "email": "john.doe@openwebui.com", - "password": "password", + 'name': 'John Doe', + 'email': 'john.doe@openwebui.com', + 'password': 'password', }, ) assert response.status_code == 200 data = response.json() - assert data["id"] is not None and len(data["id"]) > 0 - assert data["name"] == "John Doe" - assert data["email"] == "john.doe@openwebui.com" - assert data["role"] in ["admin", "user", "pending"] - assert data["profile_image_url"] == "/user.png" - assert data["token"] is not None and len(data["token"]) > 0 - assert data["token_type"] == "Bearer" + assert data['id'] is not None and len(data['id']) > 0 + assert data['name'] == 'John Doe' + assert data['email'] == 'john.doe@openwebui.com' + assert data['role'] in ['admin', 'user', 'pending'] + assert data['profile_image_url'] == '/user.png' + assert data['token'] is not None and len(data['token']) > 0 + assert data['token_type'] == 'Bearer' def test_add_user(self): with mock_webui_user(): response = self.fast_api_client.post( - self.create_url("/add"), + self.create_url('/add'), json={ - "name": "John Doe 2", - "email": "john.doe2@openwebui.com", - "password": "password2", - "role": "admin", + 'name': 'John Doe 2', + 'email': 'john.doe2@openwebui.com', + 'password': 'password2', + 'role': 'admin', }, ) assert response.status_code == 200 data = response.json() - assert data["id"] is not None and len(data["id"]) > 0 - assert data["name"] == "John Doe 2" - assert data["email"] == "john.doe2@openwebui.com" - assert data["role"] == "admin" - assert data["profile_image_url"] == "/user.png" - assert data["token"] is not None and len(data["token"]) > 0 - assert data["token_type"] == "Bearer" + assert data['id'] is not None and len(data['id']) > 0 + assert data['name'] == 'John Doe 2' + assert data['email'] == 'john.doe2@openwebui.com' + assert data['role'] == 'admin' + assert data['profile_image_url'] == '/user.png' + assert data['token'] is not None and len(data['token']) > 0 + assert data['token_type'] == 'Bearer' def test_get_admin_details(self): self.auths.insert_new_auth( - email="john.doe@openwebui.com", - password="password", - name="John Doe", - profile_image_url="/user.png", - role="admin", + email='john.doe@openwebui.com', + password='password', + name='John Doe', + profile_image_url='/user.png', + role='admin', ) with mock_webui_user(): - response = self.fast_api_client.get(self.create_url("/admin/details")) + response = self.fast_api_client.get(self.create_url('/admin/details')) assert response.status_code == 200 assert response.json() == { - "name": "John Doe", - "email": "john.doe@openwebui.com", + 'name': 'John Doe', + 'email': 'john.doe@openwebui.com', } def test_create_api_key_(self): user = self.auths.insert_new_auth( - email="john.doe@openwebui.com", - password="password", - name="John Doe", - profile_image_url="/user.png", - role="admin", + email='john.doe@openwebui.com', + password='password', + name='John Doe', + profile_image_url='/user.png', + role='admin', ) with mock_webui_user(id=user.id): - response = self.fast_api_client.post(self.create_url("/api_key")) + response = self.fast_api_client.post(self.create_url('/api_key')) assert response.status_code == 200 data = response.json() - assert data["api_key"] is not None - assert len(data["api_key"]) > 0 + assert data['api_key'] is not None + assert len(data['api_key']) > 0 def test_delete_api_key(self): user = self.auths.insert_new_auth( - email="john.doe@openwebui.com", - password="password", - name="John Doe", - profile_image_url="/user.png", - role="admin", + email='john.doe@openwebui.com', + password='password', + name='John Doe', + profile_image_url='/user.png', + role='admin', ) - self.users.update_user_api_key_by_id(user.id, "abc") + self.users.update_user_api_key_by_id(user.id, 'abc') with mock_webui_user(id=user.id): - response = self.fast_api_client.delete(self.create_url("/api_key")) + response = self.fast_api_client.delete(self.create_url('/api_key')) assert response.status_code == 200 assert response.json() == True db_user = self.users.get_user_by_id(user.id) @@ -187,14 +183,14 @@ class TestAuths(AbstractPostgresTest): def test_get_api_key(self): user = self.auths.insert_new_auth( - email="john.doe@openwebui.com", - password="password", - name="John Doe", - profile_image_url="/user.png", - role="admin", + email='john.doe@openwebui.com', + password='password', + name='John Doe', + profile_image_url='/user.png', + role='admin', ) - self.users.update_user_api_key_by_id(user.id, "abc") + self.users.update_user_api_key_by_id(user.id, 'abc') with mock_webui_user(id=user.id): - response = self.fast_api_client.get(self.create_url("/api_key")) + response = self.fast_api_client.get(self.create_url('/api_key')) assert response.status_code == 200 - assert response.json() == {"api_key": "abc"} + assert response.json() == {'api_key': 'abc'} diff --git a/backend/open_webui/test/apps/webui/routers/test_models.py b/backend/open_webui/test/apps/webui/routers/test_models.py index c16ca9d073..6a7e26a519 100644 --- a/backend/open_webui/test/apps/webui/routers/test_models.py +++ b/backend/open_webui/test/apps/webui/routers/test_models.py @@ -3,7 +3,7 @@ from test.util.mock_user import mock_webui_user class TestModels(AbstractPostgresTest): - BASE_PATH = "/api/v1/models" + BASE_PATH = '/api/v1/models' def setup_class(cls): super().setup_class() @@ -12,50 +12,46 @@ class TestModels(AbstractPostgresTest): cls.models = Model def test_models(self): - with mock_webui_user(id="2"): - response = self.fast_api_client.get(self.create_url("/")) + with mock_webui_user(id='2'): + response = self.fast_api_client.get(self.create_url('/')) assert response.status_code == 200 assert len(response.json()) == 0 - with mock_webui_user(id="2"): + with mock_webui_user(id='2'): response = self.fast_api_client.post( - self.create_url("/add"), + self.create_url('/add'), json={ - "id": "my-model", - "base_model_id": "base-model-id", - "name": "Hello World", - "meta": { - "profile_image_url": "/static/favicon.png", - "description": "description", - "capabilities": None, - "model_config": {}, + 'id': 'my-model', + 'base_model_id': 'base-model-id', + 'name': 'Hello World', + 'meta': { + 'profile_image_url': '/static/favicon.png', + 'description': 'description', + 'capabilities': None, + 'model_config': {}, }, - "params": {}, + 'params': {}, }, ) assert response.status_code == 200 - with mock_webui_user(id="2"): - response = self.fast_api_client.get(self.create_url("/")) + with mock_webui_user(id='2'): + response = self.fast_api_client.get(self.create_url('/')) assert response.status_code == 200 assert len(response.json()) == 1 - with mock_webui_user(id="2"): - response = self.fast_api_client.get( - self.create_url(query_params={"id": "my-model"}) - ) + with mock_webui_user(id='2'): + response = self.fast_api_client.get(self.create_url(query_params={'id': 'my-model'})) assert response.status_code == 200 data = response.json()[0] - assert data["id"] == "my-model" - assert data["name"] == "Hello World" + assert data['id'] == 'my-model' + assert data['name'] == 'Hello World' - with mock_webui_user(id="2"): - response = self.fast_api_client.delete( - self.create_url("/delete?id=my-model") - ) + with mock_webui_user(id='2'): + response = self.fast_api_client.delete(self.create_url('/delete?id=my-model')) assert response.status_code == 200 - with mock_webui_user(id="2"): - response = self.fast_api_client.get(self.create_url("/")) + with mock_webui_user(id='2'): + response = self.fast_api_client.get(self.create_url('/')) assert response.status_code == 200 assert len(response.json()) == 0 diff --git a/backend/open_webui/test/apps/webui/routers/test_users.py b/backend/open_webui/test/apps/webui/routers/test_users.py index 3108729710..ad64df3508 100644 --- a/backend/open_webui/test/apps/webui/routers/test_users.py +++ b/backend/open_webui/test/apps/webui/routers/test_users.py @@ -3,17 +3,17 @@ from test.util.mock_user import mock_webui_user def _get_user_by_id(data, param): - return next((item for item in data if item["id"] == param), None) + return next((item for item in data if item['id'] == param), None) def _assert_user(data, id, **kwargs): user = _get_user_by_id(data, id) assert user is not None comparison_data = { - "name": f"user {id}", - "email": f"user{id}@openwebui.com", - "profile_image_url": f"/api/v1/users/{id}/profile/image", - "role": "user", + 'name': f'user {id}', + 'email': f'user{id}@openwebui.com', + 'profile_image_url': f'/api/v1/users/{id}/profile/image', + 'role': 'user', **kwargs, } for key, value in comparison_data.items(): @@ -21,7 +21,7 @@ def _assert_user(data, id, **kwargs): class TestUsers(AbstractPostgresTest): - BASE_PATH = "/api/v1/users" + BASE_PATH = '/api/v1/users' def setup_class(cls): super().setup_class() @@ -32,136 +32,134 @@ class TestUsers(AbstractPostgresTest): def setup_method(self): super().setup_method() self.users.insert_new_user( - id="1", - name="user 1", - email="user1@openwebui.com", - profile_image_url="/user1.png", - role="user", + id='1', + name='user 1', + email='user1@openwebui.com', + profile_image_url='/user1.png', + role='user', ) self.users.insert_new_user( - id="2", - name="user 2", - email="user2@openwebui.com", - profile_image_url="/user2.png", - role="user", + id='2', + name='user 2', + email='user2@openwebui.com', + profile_image_url='/user2.png', + role='user', ) def test_users(self): # Get all users - with mock_webui_user(id="3"): - response = self.fast_api_client.get(self.create_url("")) + with mock_webui_user(id='3'): + response = self.fast_api_client.get(self.create_url('')) assert response.status_code == 200 assert len(response.json()) == 2 data = response.json() - _assert_user(data, "1") - _assert_user(data, "2") + _assert_user(data, '1') + _assert_user(data, '2') # update role - with mock_webui_user(id="3"): - response = self.fast_api_client.post( - self.create_url("/update/role"), json={"id": "2", "role": "admin"} - ) + with mock_webui_user(id='3'): + response = self.fast_api_client.post(self.create_url('/update/role'), json={'id': '2', 'role': 'admin'}) assert response.status_code == 200 - _assert_user([response.json()], "2", role="admin") + _assert_user([response.json()], '2', role='admin') # Get all users - with mock_webui_user(id="3"): - response = self.fast_api_client.get(self.create_url("")) + with mock_webui_user(id='3'): + response = self.fast_api_client.get(self.create_url('')) assert response.status_code == 200 assert len(response.json()) == 2 data = response.json() - _assert_user(data, "1") - _assert_user(data, "2", role="admin") + _assert_user(data, '1') + _assert_user(data, '2', role='admin') # Get (empty) user settings - with mock_webui_user(id="2"): - response = self.fast_api_client.get(self.create_url("/user/settings")) + with mock_webui_user(id='2'): + response = self.fast_api_client.get(self.create_url('/user/settings')) assert response.status_code == 200 assert response.json() is None # Update user settings - with mock_webui_user(id="2"): + with mock_webui_user(id='2'): response = self.fast_api_client.post( - self.create_url("/user/settings/update"), + self.create_url('/user/settings/update'), json={ - "ui": {"attr1": "value1", "attr2": "value2"}, - "model_config": {"attr3": "value3", "attr4": "value4"}, + 'ui': {'attr1': 'value1', 'attr2': 'value2'}, + 'model_config': {'attr3': 'value3', 'attr4': 'value4'}, }, ) assert response.status_code == 200 # Get user settings - with mock_webui_user(id="2"): - response = self.fast_api_client.get(self.create_url("/user/settings")) + with mock_webui_user(id='2'): + response = self.fast_api_client.get(self.create_url('/user/settings')) assert response.status_code == 200 assert response.json() == { - "ui": {"attr1": "value1", "attr2": "value2"}, - "model_config": {"attr3": "value3", "attr4": "value4"}, + 'ui': {'attr1': 'value1', 'attr2': 'value2'}, + 'model_config': {'attr3': 'value3', 'attr4': 'value4'}, } # Get (empty) user info - with mock_webui_user(id="1"): - response = self.fast_api_client.get(self.create_url("/user/info")) + with mock_webui_user(id='1'): + response = self.fast_api_client.get(self.create_url('/user/info')) assert response.status_code == 200 assert response.json() is None # Update user info - with mock_webui_user(id="1"): + with mock_webui_user(id='1'): response = self.fast_api_client.post( - self.create_url("/user/info/update"), - json={"attr1": "value1", "attr2": "value2"}, + self.create_url('/user/info/update'), + json={'attr1': 'value1', 'attr2': 'value2'}, ) assert response.status_code == 200 # Get user info - with mock_webui_user(id="1"): - response = self.fast_api_client.get(self.create_url("/user/info")) + with mock_webui_user(id='1'): + response = self.fast_api_client.get(self.create_url('/user/info')) assert response.status_code == 200 - assert response.json() == {"attr1": "value1", "attr2": "value2"} + assert response.json() == {'attr1': 'value1', 'attr2': 'value2'} # Get user by id - with mock_webui_user(id="1"): - response = self.fast_api_client.get(self.create_url("/2")) + with mock_webui_user(id='1'): + response = self.fast_api_client.get(self.create_url('/2')) assert response.status_code == 200 - assert response.json() == {"name": "user 2", "profile_image_url": "/user2.png"} + assert response.json() == {'name': 'user 2', 'profile_image_url': '/user2.png'} # Update user by id - with mock_webui_user(id="1"): + with mock_webui_user(id='1'): response = self.fast_api_client.post( - self.create_url("/2/update"), + self.create_url('/2/update'), json={ - "name": "user 2 updated", - "email": "user2-updated@openwebui.com", - "profile_image_url": "/user2-updated.png", + 'name': 'user 2 updated', + 'email': 'user2-updated@openwebui.com', + 'profile_image_url': '/user2-updated.png', }, ) assert response.status_code == 200 # Get all users - with mock_webui_user(id="3"): - response = self.fast_api_client.get(self.create_url("")) + with mock_webui_user(id='3'): + response = self.fast_api_client.get(self.create_url('')) assert response.status_code == 200 assert len(response.json()) == 2 data = response.json() - _assert_user(data, "1") + _assert_user(data, '1') _assert_user( data, - "2", - role="admin", - name="user 2 updated", - email="user2-updated@openwebui.com", - profile_image_url=f"/api/v1/users/2/profile/image", + '2', + role='admin', + name='user 2 updated', + email='user2-updated@openwebui.com', + profile_image_url=f'/api/v1/users/2/profile/image', ) # Delete user by id - with mock_webui_user(id="1"): - response = self.fast_api_client.delete(self.create_url("/2")) + with mock_webui_user(id='1'): + response = self.fast_api_client.delete(self.create_url('/2')) assert response.status_code == 200 # Get all users - with mock_webui_user(id="3"): - response = self.fast_api_client.get(self.create_url("")) + with mock_webui_user(id='3'): + response = self.fast_api_client.get(self.create_url('')) assert response.status_code == 200 assert len(response.json()) == 1 data = response.json() - _assert_user(data, "1") + _assert_user(data, '1') diff --git a/backend/open_webui/test/apps/webui/storage/test_provider.py b/backend/open_webui/test/apps/webui/storage/test_provider.py index 3c874592fe..806b072d87 100644 --- a/backend/open_webui/test/apps/webui/storage/test_provider.py +++ b/backend/open_webui/test/apps/webui/storage/test_provider.py @@ -13,9 +13,9 @@ from unittest.mock import MagicMock def mock_upload_dir(monkeypatch, tmp_path): """Fixture to monkey-patch the UPLOAD_DIR and create a temporary directory.""" - directory = tmp_path / "uploads" + directory = tmp_path / 'uploads' directory.mkdir() - monkeypatch.setattr(provider, "UPLOAD_DIR", str(directory)) + monkeypatch.setattr(provider, 'UPLOAD_DIR', str(directory)) return directory @@ -29,16 +29,16 @@ def test_imports(): def test_get_storage_provider(): - Storage = provider.get_storage_provider("local") + Storage = provider.get_storage_provider('local') assert isinstance(Storage, provider.LocalStorageProvider) - Storage = provider.get_storage_provider("s3") + Storage = provider.get_storage_provider('s3') assert isinstance(Storage, provider.S3StorageProvider) - Storage = provider.get_storage_provider("gcs") + Storage = provider.get_storage_provider('gcs') assert isinstance(Storage, provider.GCSStorageProvider) - Storage = provider.get_storage_provider("azure") + Storage = provider.get_storage_provider('azure') assert isinstance(Storage, provider.AzureStorageProvider) with pytest.raises(RuntimeError): - provider.get_storage_provider("invalid") + provider.get_storage_provider('invalid') def test_class_instantiation(): @@ -58,10 +58,10 @@ def test_class_instantiation(): class TestLocalStorageProvider: Storage = provider.LocalStorageProvider() - file_content = b"test content" + file_content = b'test content' file_bytesio = io.BytesIO(file_content) - filename = "test.txt" - filename_extra = "test_exyta.txt" + filename = 'test.txt' + filename_extra = 'test_exyta.txt' file_bytesio_empty = io.BytesIO() def test_upload_file(self, monkeypatch, tmp_path): @@ -99,14 +99,13 @@ class TestLocalStorageProvider: @mock_aws class TestS3StorageProvider: - def __init__(self): self.Storage = provider.S3StorageProvider() - self.Storage.bucket_name = "my-bucket" - self.s3_client = boto3.resource("s3", region_name="us-east-1") - self.file_content = b"test content" - self.filename = "test.txt" - self.filename_extra = "test_exyta.txt" + self.Storage.bucket_name = 'my-bucket' + self.s3_client = boto3.resource('s3', region_name='us-east-1') + self.file_content = b'test content' + self.filename = 'test.txt' + self.filename_extra = 'test_exyta.txt' self.file_bytesio_empty = io.BytesIO() super().__init__() @@ -116,25 +115,21 @@ class TestS3StorageProvider: with pytest.raises(Exception): self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) self.s3_client.create_bucket(Bucket=self.Storage.bucket_name) - contents, s3_file_path = self.Storage.upload_file( - io.BytesIO(self.file_content), self.filename - ) + contents, s3_file_path = self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) object = self.s3_client.Object(self.Storage.bucket_name, self.filename) - assert self.file_content == object.get()["Body"].read() + assert self.file_content == object.get()['Body'].read() # local checks assert (upload_dir / self.filename).exists() assert (upload_dir / self.filename).read_bytes() == self.file_content assert contents == self.file_content - assert s3_file_path == "s3://" + self.Storage.bucket_name + "/" + self.filename + assert s3_file_path == 's3://' + self.Storage.bucket_name + '/' + self.filename with pytest.raises(ValueError): self.Storage.upload_file(self.file_bytesio_empty, self.filename) def test_get_file(self, monkeypatch, tmp_path): upload_dir = mock_upload_dir(monkeypatch, tmp_path) self.s3_client.create_bucket(Bucket=self.Storage.bucket_name) - contents, s3_file_path = self.Storage.upload_file( - io.BytesIO(self.file_content), self.filename - ) + contents, s3_file_path = self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) file_path = self.Storage.get_file(s3_file_path) assert file_path == str(upload_dir / self.filename) assert (upload_dir / self.filename).exists() @@ -142,17 +137,15 @@ class TestS3StorageProvider: def test_delete_file(self, monkeypatch, tmp_path): upload_dir = mock_upload_dir(monkeypatch, tmp_path) self.s3_client.create_bucket(Bucket=self.Storage.bucket_name) - contents, s3_file_path = self.Storage.upload_file( - io.BytesIO(self.file_content), self.filename - ) + contents, s3_file_path = self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) assert (upload_dir / self.filename).exists() self.Storage.delete_file(s3_file_path) assert not (upload_dir / self.filename).exists() with pytest.raises(ClientError) as exc: self.s3_client.Object(self.Storage.bucket_name, self.filename).load() - error = exc.value.response["Error"] - assert error["Code"] == "404" - assert error["Message"] == "Not Found" + error = exc.value.response['Error'] + assert error['Code'] == '404' + assert error['Message'] == 'Not Found' def test_delete_all_files(self, monkeypatch, tmp_path): upload_dir = mock_upload_dir(monkeypatch, tmp_path) @@ -160,12 +153,12 @@ class TestS3StorageProvider: self.s3_client.create_bucket(Bucket=self.Storage.bucket_name) self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) object = self.s3_client.Object(self.Storage.bucket_name, self.filename) - assert self.file_content == object.get()["Body"].read() + assert self.file_content == object.get()['Body'].read() assert (upload_dir / self.filename).exists() assert (upload_dir / self.filename).read_bytes() == self.file_content self.Storage.upload_file(io.BytesIO(self.file_content), self.filename_extra) object = self.s3_client.Object(self.Storage.bucket_name, self.filename_extra) - assert self.file_content == object.get()["Body"].read() + assert self.file_content == object.get()['Body'].read() assert (upload_dir / self.filename).exists() assert (upload_dir / self.filename).read_bytes() == self.file_content @@ -173,15 +166,15 @@ class TestS3StorageProvider: assert not (upload_dir / self.filename).exists() with pytest.raises(ClientError) as exc: self.s3_client.Object(self.Storage.bucket_name, self.filename).load() - error = exc.value.response["Error"] - assert error["Code"] == "404" - assert error["Message"] == "Not Found" + error = exc.value.response['Error'] + assert error['Code'] == '404' + assert error['Message'] == 'Not Found' assert not (upload_dir / self.filename_extra).exists() with pytest.raises(ClientError) as exc: self.s3_client.Object(self.Storage.bucket_name, self.filename_extra).load() - error = exc.value.response["Error"] - assert error["Code"] == "404" - assert error["Message"] == "Not Found" + error = exc.value.response['Error'] + assert error['Code'] == '404' + assert error['Message'] == 'Not Found' self.Storage.delete_all_files() assert not (upload_dir / self.filename).exists() @@ -190,8 +183,8 @@ class TestS3StorageProvider: def test_init_without_credentials(self, monkeypatch): """Test that S3StorageProvider can initialize without explicit credentials.""" # Temporarily unset the environment variables - monkeypatch.setattr(provider, "S3_ACCESS_KEY_ID", None) - monkeypatch.setattr(provider, "S3_SECRET_ACCESS_KEY", None) + monkeypatch.setattr(provider, 'S3_ACCESS_KEY_ID', None) + monkeypatch.setattr(provider, 'S3_SECRET_ACCESS_KEY', None) # Should not raise an exception storage = provider.S3StorageProvider() @@ -201,19 +194,19 @@ class TestS3StorageProvider: class TestGCSStorageProvider: Storage = provider.GCSStorageProvider() - Storage.bucket_name = "my-bucket" - file_content = b"test content" - filename = "test.txt" - filename_extra = "test_exyta.txt" + Storage.bucket_name = 'my-bucket' + file_content = b'test content' + filename = 'test.txt' + filename_extra = 'test_exyta.txt' file_bytesio_empty = io.BytesIO() - @pytest.fixture(scope="class") + @pytest.fixture(scope='class') def setup(self): - host, port = "localhost", 9023 + host, port = 'localhost', 9023 server = create_server(host, port, in_memory=True) server.start() - os.environ["STORAGE_EMULATOR_HOST"] = f"http://{host}:{port}" + os.environ['STORAGE_EMULATOR_HOST'] = f'http://{host}:{port}' gcs_client = storage.Client() bucket = gcs_client.bucket(self.Storage.bucket_name) @@ -227,36 +220,30 @@ class TestGCSStorageProvider: upload_dir = mock_upload_dir(monkeypatch, tmp_path) # catch error if bucket does not exist with pytest.raises(Exception): - self.Storage.bucket = monkeypatch(self.Storage, "bucket", None) + self.Storage.bucket = monkeypatch(self.Storage, 'bucket', None) self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) - contents, gcs_file_path = self.Storage.upload_file( - io.BytesIO(self.file_content), self.filename - ) + contents, gcs_file_path = self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) object = self.Storage.bucket.get_blob(self.filename) assert self.file_content == object.download_as_bytes() # local checks assert (upload_dir / self.filename).exists() assert (upload_dir / self.filename).read_bytes() == self.file_content assert contents == self.file_content - assert gcs_file_path == "gs://" + self.Storage.bucket_name + "/" + self.filename + assert gcs_file_path == 'gs://' + self.Storage.bucket_name + '/' + self.filename # test error if file is empty with pytest.raises(ValueError): self.Storage.upload_file(self.file_bytesio_empty, self.filename) def test_get_file(self, monkeypatch, tmp_path, setup): upload_dir = mock_upload_dir(monkeypatch, tmp_path) - contents, gcs_file_path = self.Storage.upload_file( - io.BytesIO(self.file_content), self.filename - ) + contents, gcs_file_path = self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) file_path = self.Storage.get_file(gcs_file_path) assert file_path == str(upload_dir / self.filename) assert (upload_dir / self.filename).exists() def test_delete_file(self, monkeypatch, tmp_path, setup): upload_dir = mock_upload_dir(monkeypatch, tmp_path) - contents, gcs_file_path = self.Storage.upload_file( - io.BytesIO(self.file_content), self.filename - ) + contents, gcs_file_path = self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) # ensure that local directory has the uploaded file as well assert (upload_dir / self.filename).exists() assert self.Storage.bucket.get_blob(self.filename).name == self.filename @@ -278,10 +265,7 @@ class TestGCSStorageProvider: object = self.Storage.bucket.get_blob(self.filename_extra) assert (upload_dir / self.filename_extra).exists() assert (upload_dir / self.filename_extra).read_bytes() == self.file_content - assert ( - self.Storage.bucket.get_blob(self.filename_extra).name - == self.filename_extra - ) + assert self.Storage.bucket.get_blob(self.filename_extra).name == self.filename_extra assert self.file_content == object.download_as_bytes() self.Storage.delete_all_files() @@ -295,7 +279,7 @@ class TestAzureStorageProvider: def __init__(self): super().__init__() - @pytest.fixture(scope="class") + @pytest.fixture(scope='class') def setup_storage(self, monkeypatch): # Create mock Blob Service Client and related clients mock_blob_service_client = MagicMock() @@ -303,32 +287,28 @@ class TestAzureStorageProvider: mock_blob_client = MagicMock() # Set up return values for the mock - mock_blob_service_client.get_container_client.return_value = ( - mock_container_client - ) + mock_blob_service_client.get_container_client.return_value = mock_container_client mock_container_client.get_blob_client.return_value = mock_blob_client # Monkeypatch the Azure classes to return our mocks monkeypatch.setattr( azure.storage.blob, - "BlobServiceClient", + 'BlobServiceClient', lambda *args, **kwargs: mock_blob_service_client, ) monkeypatch.setattr( azure.storage.blob, - "ContainerClient", + 'ContainerClient', lambda *args, **kwargs: mock_container_client, ) - monkeypatch.setattr( - azure.storage.blob, "BlobClient", lambda *args, **kwargs: mock_blob_client - ) + monkeypatch.setattr(azure.storage.blob, 'BlobClient', lambda *args, **kwargs: mock_blob_client) self.Storage = provider.AzureStorageProvider() - self.Storage.endpoint = "https://myaccount.blob.core.windows.net" - self.Storage.container_name = "my-container" - self.file_content = b"test content" - self.filename = "test.txt" - self.filename_extra = "test_extra.txt" + self.Storage.endpoint = 'https://myaccount.blob.core.windows.net' + self.Storage.container_name = 'my-container' + self.file_content = b'test content' + self.filename = 'test.txt' + self.filename_extra = 'test_extra.txt' self.file_bytesio_empty = io.BytesIO() # Apply mocks to the Storage instance @@ -339,18 +319,14 @@ class TestAzureStorageProvider: upload_dir = mock_upload_dir(monkeypatch, tmp_path) # Simulate an error when container does not exist - self.Storage.container_client.get_blob_client.side_effect = Exception( - "Container does not exist" - ) + self.Storage.container_client.get_blob_client.side_effect = Exception('Container does not exist') with pytest.raises(Exception): self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) # Reset side effect and create container self.Storage.container_client.get_blob_client.side_effect = None self.Storage.create_container() - contents, azure_file_path = self.Storage.upload_file( - io.BytesIO(self.file_content), self.filename - ) + contents, azure_file_path = self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) # Assertions self.Storage.container_client.get_blob_client.assert_called_with(self.filename) @@ -359,8 +335,7 @@ class TestAzureStorageProvider: ) assert contents == self.file_content assert ( - azure_file_path - == f"https://myaccount.blob.core.windows.net/{self.Storage.container_name}/{self.filename}" + azure_file_path == f'https://myaccount.blob.core.windows.net/{self.Storage.container_name}/{self.filename}' ) assert (upload_dir / self.filename).exists() assert (upload_dir / self.filename).read_bytes() == self.file_content @@ -375,11 +350,9 @@ class TestAzureStorageProvider: # Mock upload behavior self.Storage.upload_file(io.BytesIO(self.file_content), self.filename) # Mock blob download behavior - self.Storage.container_client.get_blob_client().download_blob().readall.return_value = ( - self.file_content - ) + self.Storage.container_client.get_blob_client().download_blob().readall.return_value = self.file_content - file_url = f"https://myaccount.blob.core.windows.net/{self.Storage.container_name}/{self.filename}" + file_url = f'https://myaccount.blob.core.windows.net/{self.Storage.container_name}/{self.filename}' file_path = self.Storage.get_file(file_url) assert file_path == str(upload_dir / self.filename) @@ -395,7 +368,7 @@ class TestAzureStorageProvider: # Mock deletion self.Storage.container_client.get_blob_client().delete_blob.return_value = None - file_url = f"https://myaccount.blob.core.windows.net/{self.Storage.container_name}/{self.filename}" + file_url = f'https://myaccount.blob.core.windows.net/{self.Storage.container_name}/{self.filename}' self.Storage.delete_file(file_url) self.Storage.container_client.get_blob_client().delete_blob.assert_called_once() @@ -411,8 +384,8 @@ class TestAzureStorageProvider: # Mock listing and deletion behavior self.Storage.container_client.list_blobs.return_value = [ - {"name": self.filename}, - {"name": self.filename_extra}, + {'name': self.filename}, + {'name': self.filename_extra}, ] self.Storage.container_client.get_blob_client().delete_blob.return_value = None @@ -426,10 +399,8 @@ class TestAzureStorageProvider: def test_get_file_not_found(self, monkeypatch): self.Storage.create_container() - file_url = f"https://myaccount.blob.core.windows.net/{self.Storage.container_name}/{self.filename}" + file_url = f'https://myaccount.blob.core.windows.net/{self.Storage.container_name}/{self.filename}' # Mock behavior to raise an error for missing blobs - self.Storage.container_client.get_blob_client().download_blob.side_effect = ( - Exception("Blob not found") - ) - with pytest.raises(Exception, match="Blob not found"): + self.Storage.container_client.get_blob_client().download_blob.side_effect = Exception('Blob not found') + with pytest.raises(Exception, match='Blob not found'): self.Storage.get_file(file_url) diff --git a/backend/open_webui/test/util/test_redis.py b/backend/open_webui/test/util/test_redis.py index 8c393ce9d9..036fb36362 100644 --- a/backend/open_webui/test/util/test_redis.py +++ b/backend/open_webui/test/util/test_redis.py @@ -16,84 +16,84 @@ class TestSentinelRedisProxy: def test_parse_redis_service_url_valid(self): """Test parsing valid Redis service URL""" - url = "redis://user:pass@mymaster:6379/0" + url = 'redis://user:pass@mymaster:6379/0' result = parse_redis_service_url(url) - assert result["username"] == "user" - assert result["password"] == "pass" - assert result["service"] == "mymaster" - assert result["port"] == 6379 - assert result["db"] == 0 + assert result['username'] == 'user' + assert result['password'] == 'pass' + assert result['service'] == 'mymaster' + assert result['port'] == 6379 + assert result['db'] == 0 def test_parse_redis_service_url_defaults(self): """Test parsing Redis service URL with defaults""" - url = "redis://mymaster" + url = 'redis://mymaster' result = parse_redis_service_url(url) - assert result["username"] is None - assert result["password"] is None - assert result["service"] == "mymaster" - assert result["port"] == 6379 - assert result["db"] == 0 + assert result['username'] is None + assert result['password'] is None + assert result['service'] == 'mymaster' + assert result['port'] == 6379 + assert result['db'] == 0 def test_parse_redis_service_url_invalid_scheme(self): """Test parsing invalid URL scheme""" - with pytest.raises(ValueError, match="Invalid Redis URL scheme"): - parse_redis_service_url("http://invalid") + with pytest.raises(ValueError, match='Invalid Redis URL scheme'): + parse_redis_service_url('http://invalid') def test_get_sentinels_from_env(self): """Test parsing sentinel hosts from environment""" - hosts = "sentinel1,sentinel2,sentinel3" - port = "26379" + hosts = 'sentinel1,sentinel2,sentinel3' + port = '26379' result = get_sentinels_from_env(hosts, port) - expected = [("sentinel1", 26379), ("sentinel2", 26379), ("sentinel3", 26379)] + expected = [('sentinel1', 26379), ('sentinel2', 26379), ('sentinel3', 26379)] assert result == expected def test_get_sentinels_from_env_empty(self): """Test empty sentinel hosts""" - result = get_sentinels_from_env(None, "26379") + result = get_sentinels_from_env(None, '26379') assert result == [] - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_sentinel_redis_proxy_sync_success(self, mock_sentinel_class): """Test successful sync operation with SentinelRedisProxy""" mock_sentinel = Mock() mock_master = Mock() - mock_master.get.return_value = "test_value" + mock_master.get.return_value = 'test_value' mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) # Test attribute access - get_method = proxy.__getattr__("get") - result = get_method("test_key") + get_method = proxy.__getattr__('get') + result = get_method('test_key') - assert result == "test_value" - mock_sentinel.master_for.assert_called_with("mymaster") - mock_master.get.assert_called_with("test_key") + assert result == 'test_value' + mock_sentinel.master_for.assert_called_with('mymaster') + mock_master.get.assert_called_with('test_key') - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_sentinel_redis_proxy_async_success(self, mock_sentinel_class): """Test successful async operation with SentinelRedisProxy""" mock_sentinel = Mock() mock_master = Mock() - mock_master.get = AsyncMock(return_value="test_value") + mock_master.get = AsyncMock(return_value='test_value') mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test async attribute access - get_method = proxy.__getattr__("get") - result = await get_method("test_key") + get_method = proxy.__getattr__('get') + result = await get_method('test_key') - assert result == "test_value" - mock_sentinel.master_for.assert_called_with("mymaster") - mock_master.get.assert_called_with("test_key") + assert result == 'test_value' + mock_sentinel.master_for.assert_called_with('mymaster') + mock_master.get.assert_called_with('test_key') - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_sentinel_redis_proxy_failover_retry(self, mock_sentinel_class): """Test retry mechanism during failover""" mock_sentinel = Mock() @@ -101,39 +101,39 @@ class TestSentinelRedisProxy: # First call fails, second succeeds mock_master.get.side_effect = [ - redis.exceptions.ConnectionError("Master down"), - "test_value", + redis.exceptions.ConnectionError('Master down'), + 'test_value', ] mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) - get_method = proxy.__getattr__("get") - result = get_method("test_key") + get_method = proxy.__getattr__('get') + result = get_method('test_key') - assert result == "test_value" + assert result == 'test_value' assert mock_master.get.call_count == 2 - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_sentinel_redis_proxy_max_retries_exceeded(self, mock_sentinel_class): """Test failure after max retries exceeded""" mock_sentinel = Mock() mock_master = Mock() # All calls fail - mock_master.get.side_effect = redis.exceptions.ConnectionError("Master down") + mock_master.get.side_effect = redis.exceptions.ConnectionError('Master down') mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) - get_method = proxy.__getattr__("get") + get_method = proxy.__getattr__('get') with pytest.raises(redis.exceptions.ConnectionError): - get_method("test_key") + get_method('test_key') assert mock_master.get.call_count == MAX_RETRY_COUNT - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_sentinel_redis_proxy_readonly_error_retry(self, mock_sentinel_class): """Test retry on ReadOnlyError""" mock_sentinel = Mock() @@ -141,20 +141,20 @@ class TestSentinelRedisProxy: # First call gets ReadOnlyError (old master), second succeeds (new master) mock_master.get.side_effect = [ - redis.exceptions.ReadOnlyError("Read only"), - "test_value", + redis.exceptions.ReadOnlyError('Read only'), + 'test_value', ] mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) - get_method = proxy.__getattr__("get") - result = get_method("test_key") + get_method = proxy.__getattr__('get') + result = get_method('test_key') - assert result == "test_value" + assert result == 'test_value' assert mock_master.get.call_count == 2 - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_sentinel_redis_proxy_factory_methods(self, mock_sentinel_class): """Test factory methods are passed through directly""" mock_sentinel = Mock() @@ -163,61 +163,53 @@ class TestSentinelRedisProxy: mock_master.pipeline.return_value = mock_pipeline mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) # Factory methods should be passed through without wrapping - pipeline_method = proxy.__getattr__("pipeline") + pipeline_method = proxy.__getattr__('pipeline') result = pipeline_method() assert result == mock_pipeline mock_master.pipeline.assert_called_once() - @patch("redis.sentinel.Sentinel") - @patch("redis.from_url") - def test_get_redis_connection_with_sentinel( - self, mock_from_url, mock_sentinel_class - ): + @patch('redis.sentinel.Sentinel') + @patch('redis.from_url') + def test_get_redis_connection_with_sentinel(self, mock_from_url, mock_sentinel_class): """Test getting Redis connection with Sentinel""" mock_sentinel = Mock() mock_sentinel_class.return_value = mock_sentinel - sentinels = [("sentinel1", 26379), ("sentinel2", 26379)] - redis_url = "redis://user:pass@mymaster:6379/0" + sentinels = [('sentinel1', 26379), ('sentinel2', 26379)] + redis_url = 'redis://user:pass@mymaster:6379/0' - result = get_redis_connection( - redis_url=redis_url, redis_sentinels=sentinels, async_mode=False - ) + result = get_redis_connection(redis_url=redis_url, redis_sentinels=sentinels, async_mode=False) assert isinstance(result, SentinelRedisProxy) mock_sentinel_class.assert_called_once() mock_from_url.assert_not_called() - @patch("redis.Redis.from_url") + @patch('redis.Redis.from_url') def test_get_redis_connection_without_sentinel(self, mock_from_url): """Test getting Redis connection without Sentinel""" mock_redis = Mock() mock_from_url.return_value = mock_redis - redis_url = "redis://localhost:6379/0" + redis_url = 'redis://localhost:6379/0' - result = get_redis_connection( - redis_url=redis_url, redis_sentinels=None, async_mode=False - ) + result = get_redis_connection(redis_url=redis_url, redis_sentinels=None, async_mode=False) assert result == mock_redis mock_from_url.assert_called_once_with(redis_url, decode_responses=True) - @patch("redis.asyncio.from_url") + @patch('redis.asyncio.from_url') def test_get_redis_connection_without_sentinel_async(self, mock_from_url): """Test getting async Redis connection without Sentinel""" mock_redis = Mock() mock_from_url.return_value = mock_redis - redis_url = "redis://localhost:6379/0" + redis_url = 'redis://localhost:6379/0' - result = get_redis_connection( - redis_url=redis_url, redis_sentinels=None, async_mode=True - ) + result = get_redis_connection(redis_url=redis_url, redis_sentinels=None, async_mode=True) assert result == mock_redis mock_from_url.assert_called_once_with(redis_url, decode_responses=True) @@ -226,7 +218,7 @@ class TestSentinelRedisProxy: class TestSentinelRedisProxyCommands: """Test Redis commands through SentinelRedisProxy""" - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_hash_commands_sync(self, mock_sentinel_class): """Test Redis hash commands in sync mode""" mock_sentinel = Mock() @@ -234,39 +226,39 @@ class TestSentinelRedisProxyCommands: # Mock hash command responses mock_master.hset.return_value = 1 - mock_master.hget.return_value = "test_value" - mock_master.hgetall.return_value = {"key1": "value1", "key2": "value2"} + mock_master.hget.return_value = 'test_value' + mock_master.hgetall.return_value = {'key1': 'value1', 'key2': 'value2'} mock_master.hdel.return_value = 1 mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) # Test hset - hset_method = proxy.__getattr__("hset") - result = hset_method("test_hash", "field1", "value1") + hset_method = proxy.__getattr__('hset') + result = hset_method('test_hash', 'field1', 'value1') assert result == 1 - mock_master.hset.assert_called_with("test_hash", "field1", "value1") + mock_master.hset.assert_called_with('test_hash', 'field1', 'value1') # Test hget - hget_method = proxy.__getattr__("hget") - result = hget_method("test_hash", "field1") - assert result == "test_value" - mock_master.hget.assert_called_with("test_hash", "field1") + hget_method = proxy.__getattr__('hget') + result = hget_method('test_hash', 'field1') + assert result == 'test_value' + mock_master.hget.assert_called_with('test_hash', 'field1') # Test hgetall - hgetall_method = proxy.__getattr__("hgetall") - result = hgetall_method("test_hash") - assert result == {"key1": "value1", "key2": "value2"} - mock_master.hgetall.assert_called_with("test_hash") + hgetall_method = proxy.__getattr__('hgetall') + result = hgetall_method('test_hash') + assert result == {'key1': 'value1', 'key2': 'value2'} + mock_master.hgetall.assert_called_with('test_hash') # Test hdel - hdel_method = proxy.__getattr__("hdel") - result = hdel_method("test_hash", "field1") + hdel_method = proxy.__getattr__('hdel') + result = hdel_method('test_hash', 'field1') assert result == 1 - mock_master.hdel.assert_called_with("test_hash", "field1") + mock_master.hdel.assert_called_with('test_hash', 'field1') - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_hash_commands_async(self, mock_sentinel_class): """Test Redis hash commands in async mode""" @@ -275,34 +267,32 @@ class TestSentinelRedisProxyCommands: # Mock async hash command responses mock_master.hset = AsyncMock(return_value=1) - mock_master.hget = AsyncMock(return_value="test_value") - mock_master.hgetall = AsyncMock( - return_value={"key1": "value1", "key2": "value2"} - ) + mock_master.hget = AsyncMock(return_value='test_value') + mock_master.hgetall = AsyncMock(return_value={'key1': 'value1', 'key2': 'value2'}) mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test hset - hset_method = proxy.__getattr__("hset") - result = await hset_method("test_hash", "field1", "value1") + hset_method = proxy.__getattr__('hset') + result = await hset_method('test_hash', 'field1', 'value1') assert result == 1 - mock_master.hset.assert_called_with("test_hash", "field1", "value1") + mock_master.hset.assert_called_with('test_hash', 'field1', 'value1') # Test hget - hget_method = proxy.__getattr__("hget") - result = await hget_method("test_hash", "field1") - assert result == "test_value" - mock_master.hget.assert_called_with("test_hash", "field1") + hget_method = proxy.__getattr__('hget') + result = await hget_method('test_hash', 'field1') + assert result == 'test_value' + mock_master.hget.assert_called_with('test_hash', 'field1') # Test hgetall - hgetall_method = proxy.__getattr__("hgetall") - result = await hgetall_method("test_hash") - assert result == {"key1": "value1", "key2": "value2"} - mock_master.hgetall.assert_called_with("test_hash") + hgetall_method = proxy.__getattr__('hgetall') + result = await hgetall_method('test_hash') + assert result == {'key1': 'value1', 'key2': 'value2'} + mock_master.hgetall.assert_called_with('test_hash') - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_string_commands_sync(self, mock_sentinel_class): """Test Redis string commands in sync mode""" mock_sentinel = Mock() @@ -310,39 +300,39 @@ class TestSentinelRedisProxyCommands: # Mock string command responses mock_master.set.return_value = True - mock_master.get.return_value = "test_value" + mock_master.get.return_value = 'test_value' mock_master.delete.return_value = 1 mock_master.exists.return_value = True mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) # Test set - set_method = proxy.__getattr__("set") - result = set_method("test_key", "test_value") + set_method = proxy.__getattr__('set') + result = set_method('test_key', 'test_value') assert result is True - mock_master.set.assert_called_with("test_key", "test_value") + mock_master.set.assert_called_with('test_key', 'test_value') # Test get - get_method = proxy.__getattr__("get") - result = get_method("test_key") - assert result == "test_value" - mock_master.get.assert_called_with("test_key") + get_method = proxy.__getattr__('get') + result = get_method('test_key') + assert result == 'test_value' + mock_master.get.assert_called_with('test_key') # Test delete - delete_method = proxy.__getattr__("delete") - result = delete_method("test_key") + delete_method = proxy.__getattr__('delete') + result = delete_method('test_key') assert result == 1 - mock_master.delete.assert_called_with("test_key") + mock_master.delete.assert_called_with('test_key') # Test exists - exists_method = proxy.__getattr__("exists") - result = exists_method("test_key") + exists_method = proxy.__getattr__('exists') + result = exists_method('test_key') assert result is True - mock_master.exists.assert_called_with("test_key") + mock_master.exists.assert_called_with('test_key') - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_list_commands_sync(self, mock_sentinel_class): """Test Redis list commands in sync mode""" mock_sentinel = Mock() @@ -350,39 +340,39 @@ class TestSentinelRedisProxyCommands: # Mock list command responses mock_master.lpush.return_value = 1 - mock_master.rpop.return_value = "test_value" + mock_master.rpop.return_value = 'test_value' mock_master.llen.return_value = 5 - mock_master.lrange.return_value = ["item1", "item2", "item3"] + mock_master.lrange.return_value = ['item1', 'item2', 'item3'] mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) # Test lpush - lpush_method = proxy.__getattr__("lpush") - result = lpush_method("test_list", "item1") + lpush_method = proxy.__getattr__('lpush') + result = lpush_method('test_list', 'item1') assert result == 1 - mock_master.lpush.assert_called_with("test_list", "item1") + mock_master.lpush.assert_called_with('test_list', 'item1') # Test rpop - rpop_method = proxy.__getattr__("rpop") - result = rpop_method("test_list") - assert result == "test_value" - mock_master.rpop.assert_called_with("test_list") + rpop_method = proxy.__getattr__('rpop') + result = rpop_method('test_list') + assert result == 'test_value' + mock_master.rpop.assert_called_with('test_list') # Test llen - llen_method = proxy.__getattr__("llen") - result = llen_method("test_list") + llen_method = proxy.__getattr__('llen') + result = llen_method('test_list') assert result == 5 - mock_master.llen.assert_called_with("test_list") + mock_master.llen.assert_called_with('test_list') # Test lrange - lrange_method = proxy.__getattr__("lrange") - result = lrange_method("test_list", 0, -1) - assert result == ["item1", "item2", "item3"] - mock_master.lrange.assert_called_with("test_list", 0, -1) + lrange_method = proxy.__getattr__('lrange') + result = lrange_method('test_list', 0, -1) + assert result == ['item1', 'item2', 'item3'] + mock_master.lrange.assert_called_with('test_list', 0, -1) - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_pubsub_commands_sync(self, mock_sentinel_class): """Test Redis pubsub commands in sync mode""" mock_sentinel = Mock() @@ -393,25 +383,25 @@ class TestSentinelRedisProxyCommands: mock_master.pubsub.return_value = mock_pubsub mock_master.publish.return_value = 1 mock_pubsub.subscribe.return_value = None - mock_pubsub.get_message.return_value = {"type": "message", "data": "test_data"} + mock_pubsub.get_message.return_value = {'type': 'message', 'data': 'test_data'} mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) # Test pubsub (factory method - should pass through) - pubsub_method = proxy.__getattr__("pubsub") + pubsub_method = proxy.__getattr__('pubsub') result = pubsub_method() assert result == mock_pubsub mock_master.pubsub.assert_called_once() # Test publish - publish_method = proxy.__getattr__("publish") - result = publish_method("test_channel", "test_message") + publish_method = proxy.__getattr__('publish') + result = publish_method('test_channel', 'test_message') assert result == 1 - mock_master.publish.assert_called_with("test_channel", "test_message") + mock_master.publish.assert_called_with('test_channel', 'test_message') - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_pipeline_commands_sync(self, mock_sentinel_class): """Test Redis pipeline commands in sync mode""" mock_sentinel = Mock() @@ -422,19 +412,19 @@ class TestSentinelRedisProxyCommands: mock_master.pipeline.return_value = mock_pipeline mock_pipeline.set.return_value = mock_pipeline mock_pipeline.get.return_value = mock_pipeline - mock_pipeline.execute.return_value = [True, "test_value"] + mock_pipeline.execute.return_value = [True, 'test_value'] mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) # Test pipeline (factory method - should pass through) - pipeline_method = proxy.__getattr__("pipeline") + pipeline_method = proxy.__getattr__('pipeline') result = pipeline_method() assert result == mock_pipeline mock_master.pipeline.assert_called_once() - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_commands_with_failover_retry(self, mock_sentinel_class): """Test Redis commands with failover retry mechanism""" mock_sentinel = Mock() @@ -442,27 +432,27 @@ class TestSentinelRedisProxyCommands: # First call fails with connection error, second succeeds mock_master.hget.side_effect = [ - redis.exceptions.ConnectionError("Connection failed"), - "recovered_value", + redis.exceptions.ConnectionError('Connection failed'), + 'recovered_value', ] mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) # Test hget with retry - hget_method = proxy.__getattr__("hget") - result = hget_method("test_hash", "field1") + hget_method = proxy.__getattr__('hget') + result = hget_method('test_hash', 'field1') - assert result == "recovered_value" + assert result == 'recovered_value' assert mock_master.hget.call_count == 2 # Verify both calls were made with same parameters - expected_calls = [(("test_hash", "field1"),), (("test_hash", "field1"),)] + expected_calls = [(('test_hash', 'field1'),), (('test_hash', 'field1'),)] actual_calls = [call.args for call in mock_master.hget.call_args_list] assert actual_calls == expected_calls - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') def test_commands_with_readonly_error_retry(self, mock_sentinel_class): """Test Redis commands with ReadOnlyError retry mechanism""" mock_sentinel = Mock() @@ -470,32 +460,30 @@ class TestSentinelRedisProxyCommands: # First call fails with ReadOnlyError, second succeeds mock_master.hset.side_effect = [ - redis.exceptions.ReadOnlyError( - "READONLY You can't write against a read only replica" - ), + redis.exceptions.ReadOnlyError("READONLY You can't write against a read only replica"), 1, ] mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=False) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=False) # Test hset with retry - hset_method = proxy.__getattr__("hset") - result = hset_method("test_hash", "field1", "value1") + hset_method = proxy.__getattr__('hset') + result = hset_method('test_hash', 'field1', 'value1') assert result == 1 assert mock_master.hset.call_count == 2 # Verify both calls were made with same parameters expected_calls = [ - (("test_hash", "field1", "value1"),), - (("test_hash", "field1", "value1"),), + (('test_hash', 'field1', 'value1'),), + (('test_hash', 'field1', 'value1'),), ] actual_calls = [call.args for call in mock_master.hset.call_args_list] assert actual_calls == expected_calls - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_async_commands_with_failover_retry(self, mock_sentinel_class): """Test async Redis commands with failover retry mechanism""" @@ -505,24 +493,24 @@ class TestSentinelRedisProxyCommands: # First call fails with connection error, second succeeds mock_master.hget = AsyncMock( side_effect=[ - redis.exceptions.ConnectionError("Connection failed"), - "recovered_value", + redis.exceptions.ConnectionError('Connection failed'), + 'recovered_value', ] ) mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test async hget with retry - hget_method = proxy.__getattr__("hget") - result = await hget_method("test_hash", "field1") + hget_method = proxy.__getattr__('hget') + result = await hget_method('test_hash', 'field1') - assert result == "recovered_value" + assert result == 'recovered_value' assert mock_master.hget.call_count == 2 # Verify both calls were made with same parameters - expected_calls = [(("test_hash", "field1"),), (("test_hash", "field1"),)] + expected_calls = [(('test_hash', 'field1'),), (('test_hash', 'field1'),)] actual_calls = [call.args for call in mock_master.hget.call_args_list] assert actual_calls == expected_calls @@ -530,7 +518,7 @@ class TestSentinelRedisProxyCommands: class TestSentinelRedisProxyFactoryMethods: """Test Redis factory methods in async mode - these are special cases that remain sync""" - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_pubsub_factory_method_async(self, mock_sentinel_class): """Test pubsub factory method in async mode - should pass through without wrapping""" @@ -542,10 +530,10 @@ class TestSentinelRedisProxyFactoryMethods: mock_master.pubsub.return_value = mock_pubsub mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test pubsub factory method - should NOT be wrapped as async - pubsub_method = proxy.__getattr__("pubsub") + pubsub_method = proxy.__getattr__('pubsub') result = pubsub_method() assert result == mock_pubsub @@ -554,7 +542,7 @@ class TestSentinelRedisProxyFactoryMethods: # Verify it's not wrapped as async (no await needed) assert not inspect.iscoroutine(result) - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_pipeline_factory_method_async(self, mock_sentinel_class): """Test pipeline factory method in async mode - should pass through without wrapping""" @@ -566,14 +554,14 @@ class TestSentinelRedisProxyFactoryMethods: mock_master.pipeline.return_value = mock_pipeline mock_pipeline.set.return_value = mock_pipeline mock_pipeline.get.return_value = mock_pipeline - mock_pipeline.execute.return_value = [True, "test_value"] + mock_pipeline.execute.return_value = [True, 'test_value'] mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test pipeline factory method - should NOT be wrapped as async - pipeline_method = proxy.__getattr__("pipeline") + pipeline_method = proxy.__getattr__('pipeline') result = pipeline_method() assert result == mock_pipeline @@ -583,10 +571,10 @@ class TestSentinelRedisProxyFactoryMethods: assert not inspect.iscoroutine(result) # Test pipeline usage (these should also be sync) - pipeline_result = result.set("key", "value").get("key").execute() - assert pipeline_result == [True, "test_value"] + pipeline_result = result.set('key', 'value').get('key').execute() + assert pipeline_result == [True, 'test_value'] - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_factory_methods_vs_regular_commands_async(self, mock_sentinel_class): """Test that factory methods behave differently from regular commands in async mode""" @@ -596,19 +584,19 @@ class TestSentinelRedisProxyFactoryMethods: # Mock both factory method and regular command mock_pubsub = Mock() mock_master.pubsub.return_value = mock_pubsub - mock_master.get = AsyncMock(return_value="test_value") + mock_master.get = AsyncMock(return_value='test_value') mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test factory method - should NOT be wrapped - pubsub_method = proxy.__getattr__("pubsub") + pubsub_method = proxy.__getattr__('pubsub') pubsub_result = pubsub_method() # Test regular command - should be wrapped as async - get_method = proxy.__getattr__("get") - get_result = get_method("test_key") + get_method = proxy.__getattr__('get') + get_result = get_method('test_key') # Factory method returns directly assert pubsub_result == mock_pubsub @@ -619,9 +607,9 @@ class TestSentinelRedisProxyFactoryMethods: # Regular command needs await actual_value = await get_result - assert actual_value == "test_value" + assert actual_value == 'test_value' - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_factory_methods_with_failover_async(self, mock_sentinel_class): """Test factory methods with failover in async mode""" @@ -631,16 +619,16 @@ class TestSentinelRedisProxyFactoryMethods: # First call fails, second succeeds mock_pubsub = Mock() mock_master.pubsub.side_effect = [ - redis.exceptions.ConnectionError("Connection failed"), + redis.exceptions.ConnectionError('Connection failed'), mock_pubsub, ] mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test pubsub factory method with failover - pubsub_method = proxy.__getattr__("pubsub") + pubsub_method = proxy.__getattr__('pubsub') result = pubsub_method() assert result == mock_pubsub @@ -649,7 +637,7 @@ class TestSentinelRedisProxyFactoryMethods: # Verify it's still not wrapped as async after retry assert not inspect.iscoroutine(result) - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_monitor_factory_method_async(self, mock_sentinel_class): """Test monitor factory method in async mode - should pass through without wrapping""" @@ -661,10 +649,10 @@ class TestSentinelRedisProxyFactoryMethods: mock_master.monitor.return_value = mock_monitor mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test monitor factory method - should NOT be wrapped as async - monitor_method = proxy.__getattr__("monitor") + monitor_method = proxy.__getattr__('monitor') result = monitor_method() assert result == mock_monitor @@ -673,7 +661,7 @@ class TestSentinelRedisProxyFactoryMethods: # Verify it's not wrapped as async (no await needed) assert not inspect.iscoroutine(result) - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_client_factory_method_async(self, mock_sentinel_class): """Test client factory method in async mode - should pass through without wrapping""" @@ -685,10 +673,10 @@ class TestSentinelRedisProxyFactoryMethods: mock_master.client.return_value = mock_client mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test client factory method - should NOT be wrapped as async - client_method = proxy.__getattr__("client") + client_method = proxy.__getattr__('client') result = client_method() assert result == mock_client @@ -697,7 +685,7 @@ class TestSentinelRedisProxyFactoryMethods: # Verify it's not wrapped as async (no await needed) assert not inspect.iscoroutine(result) - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_transaction_factory_method_async(self, mock_sentinel_class): """Test transaction factory method in async mode - should pass through without wrapping""" @@ -709,10 +697,10 @@ class TestSentinelRedisProxyFactoryMethods: mock_master.transaction.return_value = mock_transaction mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test transaction factory method - should NOT be wrapped as async - transaction_method = proxy.__getattr__("transaction") + transaction_method = proxy.__getattr__('transaction') result = transaction_method() assert result == mock_transaction @@ -721,7 +709,7 @@ class TestSentinelRedisProxyFactoryMethods: # Verify it's not wrapped as async (no await needed) assert not inspect.iscoroutine(result) - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_all_factory_methods_async(self, mock_sentinel_class): """Test all factory methods in async mode - comprehensive test""" @@ -730,11 +718,11 @@ class TestSentinelRedisProxyFactoryMethods: # Mock all factory methods mock_objects = { - "pipeline": Mock(), - "pubsub": Mock(), - "monitor": Mock(), - "client": Mock(), - "transaction": Mock(), + 'pipeline': Mock(), + 'pubsub': Mock(), + 'monitor': Mock(), + 'client': Mock(), + 'transaction': Mock(), } for method_name, mock_obj in mock_objects.items(): @@ -742,7 +730,7 @@ class TestSentinelRedisProxyFactoryMethods: mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Test all factory methods for method_name, expected_obj in mock_objects.items(): @@ -756,7 +744,7 @@ class TestSentinelRedisProxyFactoryMethods: # Reset mock for next iteration getattr(mock_master, method_name).reset_mock() - @patch("redis.sentinel.Sentinel") + @patch('redis.sentinel.Sentinel') @pytest.mark.asyncio async def test_mixed_factory_and_regular_commands_async(self, mock_sentinel_class): """Test using both factory methods and regular commands in async mode""" @@ -768,26 +756,26 @@ class TestSentinelRedisProxyFactoryMethods: mock_master.pipeline.return_value = mock_pipeline mock_pipeline.set.return_value = mock_pipeline mock_pipeline.get.return_value = mock_pipeline - mock_pipeline.execute.return_value = [True, "pipeline_value"] + mock_pipeline.execute.return_value = [True, 'pipeline_value'] - mock_master.get = AsyncMock(return_value="regular_value") + mock_master.get = AsyncMock(return_value='regular_value') mock_sentinel.master_for.return_value = mock_master - proxy = SentinelRedisProxy(mock_sentinel, "mymaster", async_mode=True) + proxy = SentinelRedisProxy(mock_sentinel, 'mymaster', async_mode=True) # Use factory method (sync) - pipeline = proxy.__getattr__("pipeline")() - pipeline_result = pipeline.set("key1", "value1").get("key1").execute() + pipeline = proxy.__getattr__('pipeline')() + pipeline_result = pipeline.set('key1', 'value1').get('key1').execute() # Use regular command (async) - get_method = proxy.__getattr__("get") - regular_result = await get_method("key2") + get_method = proxy.__getattr__('get') + regular_result = await get_method('key2') # Verify both work correctly - assert pipeline_result == [True, "pipeline_value"] - assert regular_result == "regular_value" + assert pipeline_result == [True, 'pipeline_value'] + assert regular_result == 'regular_value' # Verify calls mock_master.pipeline.assert_called_once() - mock_master.get.assert_called_with("key2") + mock_master.get.assert_called_with('key2') diff --git a/backend/open_webui/tools/builtin.py b/backend/open_webui/tools/builtin.py index b438759e10..58af934372 100644 --- a/backend/open_webui/tools/builtin.py +++ b/backend/open_webui/tools/builtin.py @@ -64,14 +64,14 @@ async def get_current_timestamp( now = datetime.datetime.now(datetime.timezone.utc) return json.dumps( { - "current_timestamp": int(now.timestamp()), - "current_iso": now.isoformat(), + 'current_timestamp': int(now.timestamp()), + 'current_iso': now.isoformat(), }, ensure_ascii=False, ) except Exception as e: - log.exception(f"get_current_timestamp error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'get_current_timestamp error: {e}') + return json.dumps({'error': str(e)}) async def calculate_timestamp( @@ -112,10 +112,10 @@ async def calculate_timestamp( return json.dumps( { - "current_timestamp": current_ts, - "current_iso": now.isoformat(), - "calculated_timestamp": adjusted_ts, - "calculated_iso": adjusted.isoformat(), + 'current_timestamp': current_ts, + 'current_iso': now.isoformat(), + 'calculated_timestamp': adjusted_ts, + 'calculated_iso': adjusted.isoformat(), }, ensure_ascii=False, ) @@ -130,16 +130,16 @@ async def calculate_timestamp( adjusted_ts = int(adjusted.timestamp()) return json.dumps( { - "current_timestamp": current_ts, - "current_iso": now.isoformat(), - "calculated_timestamp": adjusted_ts, - "calculated_iso": adjusted.isoformat(), + 'current_timestamp': current_ts, + 'current_iso': now.isoformat(), + 'calculated_timestamp': adjusted_ts, + 'calculated_iso': adjusted.isoformat(), }, ensure_ascii=False, ) except Exception as e: - log.exception(f"calculate_timestamp error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'calculate_timestamp error: {e}') + return json.dumps({'error': str(e)}) # ============================================================================= @@ -149,7 +149,7 @@ async def calculate_timestamp( async def search_web( query: str, - count: int = 5, + count: Optional[int] = None, __request__: Request = None, __user__: dict = None, ) -> str: @@ -158,18 +158,19 @@ async def search_web( or topics not covered in internal documents. :param query: The search query to look up - :param count: Number of results to return (default: 5) + :param count: Number of results to return (default: admin-configured value) :return: JSON with search results containing title, link, and snippet for each result """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: engine = __request__.app.state.config.WEB_SEARCH_ENGINE user = UserModel(**__user__) if __user__ else None - # Use admin-configured result count if configured, falling back to model-provided count of provided, else default to 5 - count = __request__.app.state.config.WEB_SEARCH_RESULT_COUNT or count + configured = __request__.app.state.config.WEB_SEARCH_RESULT_COUNT + max_count = 5 if configured is None else configured + count = max(1, min(count, max_count)) if count is not None else max_count results = await asyncio.to_thread(_search_web, __request__, engine, query, user) @@ -177,12 +178,12 @@ async def search_web( results = results[:count] if results else [] return json.dumps( - [{"title": r.title, "link": r.link, "snippet": r.snippet} for r in results], + [{'title': r.title, 'link': r.link, 'snippet': r.snippet} for r in results], ensure_ascii=False, ) except Exception as e: - log.exception(f"search_web error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'search_web error: {e}') + return json.dumps({'error': str(e)}) async def fetch_url( @@ -197,20 +198,20 @@ async def fetch_url( :return: The extracted text content from the page """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: content, _ = await asyncio.to_thread(get_content_from_url, __request__, url) - # Truncate if too long (avoid overwhelming context) - max_length = 50000 - if len(content) > max_length: - content = content[:max_length] + "\n\n[Content truncated...]" + # Truncate if configured (WEB_FETCH_MAX_CONTENT_LENGTH) + max_length = getattr(__request__.app.state.config, 'WEB_FETCH_MAX_CONTENT_LENGTH', None) + if max_length and max_length > 0 and len(content) > max_length: + content = content[:max_length] + '\n\n[Content truncated...]' return content except Exception as e: - log.exception(f"fetch_url error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'fetch_url error: {e}') + return json.dumps({'error': str(e)}) # ============================================================================= @@ -233,7 +234,7 @@ async def generate_image( :return: Confirmation that the image was generated, or an error message """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: user = UserModel(**__user__) if __user__ else None @@ -245,11 +246,11 @@ async def generate_image( ) # Prepare file entries for the images - image_files = [{"type": "image", "url": img["url"]} for img in images] + image_files = [{'type': 'image', 'url': img['url']} for img in images] # Persist files to DB if chat context is available if __chat_id__ and __message_id__ and images: - db_files = Chats.add_message_files_by_id_and_message_id( + db_files = await Chats.add_message_files_by_id_and_message_id( __chat_id__, __message_id__, image_files, @@ -261,26 +262,26 @@ async def generate_image( if __event_emitter__ and image_files: await __event_emitter__( { - "type": "chat:message:files", - "data": { - "files": image_files, + 'type': 'chat:message:files', + 'data': { + 'files': image_files, }, } ) # Return a message indicating the image is already displayed return json.dumps( { - "status": "success", - "message": "The image has been successfully generated and is already visible to the user in the chat. You do not need to display or embed the image again - just acknowledge that it has been created.", - "images": images, + 'status': 'success', + 'message': 'The image has been successfully generated and is already visible to the user in the chat. You do not need to display or embed the image again - just acknowledge that it has been created.', + 'images': images, }, ensure_ascii=False, ) - return json.dumps({"status": "success", "images": images}, ensure_ascii=False) + return json.dumps({'status': 'success', 'images': images}, ensure_ascii=False) except Exception as e: - log.exception(f"generate_image error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'generate_image error: {e}') + return json.dumps({'error': str(e)}) async def edit_image( @@ -300,7 +301,7 @@ async def edit_image( :return: Confirmation that the images were edited, or an error message """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: user = UserModel(**__user__) if __user__ else None @@ -312,11 +313,11 @@ async def edit_image( ) # Prepare file entries for the images - image_files = [{"type": "image", "url": img["url"]} for img in images] + image_files = [{'type': 'image', 'url': img['url']} for img in images] # Persist files to DB if chat context is available if __chat_id__ and __message_id__ and images: - db_files = Chats.add_message_files_by_id_and_message_id( + db_files = await Chats.add_message_files_by_id_and_message_id( __chat_id__, __message_id__, image_files, @@ -328,26 +329,26 @@ async def edit_image( if __event_emitter__ and image_files: await __event_emitter__( { - "type": "chat:message:files", - "data": { - "files": image_files, + 'type': 'chat:message:files', + 'data': { + 'files': image_files, }, } ) # Return a message indicating the image is already displayed return json.dumps( { - "status": "success", - "message": "The edited image has been successfully generated and is already visible to the user in the chat. You do not need to display or embed the image again - just acknowledge that it has been created.", - "images": images, + 'status': 'success', + 'message': 'The edited image has been successfully generated and is already visible to the user in the chat. You do not need to display or embed the image again - just acknowledge that it has been created.', + 'images': images, }, ensure_ascii=False, ) - return json.dumps({"status": "success", "images": images}, ensure_ascii=False) + return json.dumps({'status': 'success', 'images': images}, ensure_ascii=False) except Exception as e: - log.exception(f"edit_image error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'edit_image error: {e}') + return json.dumps({'error': str(e)}) # ============================================================================= @@ -376,7 +377,7 @@ async def execute_code( from uuid import uuid4 if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: # Sanitize code (strips ANSI codes and markdown fences) @@ -389,7 +390,8 @@ async def execute_code( if CODE_INTERPRETER_BLOCKED_MODULES: import textwrap - blocking_code = textwrap.dedent(f""" + blocking_code = textwrap.dedent( + f""" import builtins BLOCKED_MODULES = {CODE_INTERPRETER_BLOCKED_MODULES} @@ -405,48 +407,41 @@ async def execute_code( return _real_import(name, globals, locals, fromlist, level) builtins.__import__ = restricted_import - """) - code = blocking_code + "\n" + code + """ + ) + code = blocking_code + '\n' + code - engine = getattr( - __request__.app.state.config, "CODE_INTERPRETER_ENGINE", "pyodide" - ) - if engine == "pyodide": + engine = getattr(__request__.app.state.config, 'CODE_INTERPRETER_ENGINE', 'pyodide') + if engine == 'pyodide': # Execute via frontend pyodide using bidirectional event call if __event_call__ is None: return json.dumps( - { - "error": "Event call not available. WebSocket connection required for pyodide execution." - } + {'error': 'Event call not available. WebSocket connection required for pyodide execution.'} ) output = await __event_call__( { - "type": "execute:python", - "data": { - "id": str(uuid4()), - "code": code, - "session_id": ( - __metadata__.get("session_id") if __metadata__ else None - ), - "files": ( - __metadata__.get("files", []) if __metadata__ else [] - ), + 'type': 'execute:python', + 'data': { + 'id': str(uuid4()), + 'code': code, + 'session_id': (__metadata__.get('session_id') if __metadata__ else None), + 'files': (__metadata__.get('files', []) if __metadata__ else []), }, } ) # Parse the output - pyodide returns dict with stdout, stderr, result if isinstance(output, dict): - stdout = output.get("stdout", "") - stderr = output.get("stderr", "") - result = output.get("result", "") + stdout = output.get('stdout', '') + stderr = output.get('stderr', '') + result = output.get('result', '') else: - stdout = "" - stderr = "" - result = str(output) if output else "" + stdout = '' + stderr = '' + result = str(output) if output else '' - elif engine == "jupyter": + elif engine == 'jupyter': from open_webui.utils.code_interpreter import execute_code_jupyter output = await execute_code_jupyter( @@ -454,75 +449,73 @@ async def execute_code( code, ( __request__.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN - if __request__.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH - == "token" + if __request__.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH == 'token' else None ), ( __request__.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD - if __request__.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH - == "password" + if __request__.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH == 'password' else None ), __request__.app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT, ) - stdout = output.get("stdout", "") - stderr = output.get("stderr", "") - result = output.get("result", "") + stdout = output.get('stdout', '') + stderr = output.get('stderr', '') + result = output.get('result', '') else: - return json.dumps({"error": f"Unknown code interpreter engine: {engine}"}) + return json.dumps({'error': f'Unknown code interpreter engine: {engine}'}) # Handle image outputs (base64 encoded) - replace with uploaded URLs # Get actual user object for image upload (upload_image requires user.id attribute) - if __user__ and __user__.get("id"): + if __user__ and __user__.get('id'): from open_webui.models.users import Users from open_webui.utils.files import get_image_url_from_base64 - user = Users.get_user_by_id(__user__["id"]) + user = await Users.get_user_by_id(__user__['id']) # Extract and upload images from stdout if stdout and isinstance(stdout, str): - stdout_lines = stdout.split("\n") + stdout_lines = stdout.split('\n') for idx, line in enumerate(stdout_lines): - if "data:image/png;base64" in line: - image_url = get_image_url_from_base64( + if 'data:image/png;base64' in line: + image_url = await get_image_url_from_base64( __request__, line, __metadata__ or {}, user, ) if image_url: - stdout_lines[idx] = f"![Output Image]({image_url})" - stdout = "\n".join(stdout_lines) + stdout_lines[idx] = f'![Output Image]({image_url})' + stdout = '\n'.join(stdout_lines) # Extract and upload images from result if result and isinstance(result, str): - result_lines = result.split("\n") + result_lines = result.split('\n') for idx, line in enumerate(result_lines): - if "data:image/png;base64" in line: - image_url = get_image_url_from_base64( + if 'data:image/png;base64' in line: + image_url = await get_image_url_from_base64( __request__, line, __metadata__ or {}, user, ) if image_url: - result_lines[idx] = f"![Output Image]({image_url})" - result = "\n".join(result_lines) + result_lines[idx] = f'![Output Image]({image_url})' + result = '\n'.join(result_lines) response = { - "status": "success", - "stdout": stdout, - "stderr": stderr, - "result": result, + 'status': 'success', + 'stdout': stdout, + 'stderr': stderr, + 'result': result, } return json.dumps(response, ensure_ascii=False) except Exception as e: - log.exception(f"execute_code error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'execute_code error: {e}') + return json.dumps({'error': str(e)}) # ============================================================================= @@ -544,7 +537,7 @@ async def search_memories( :return: JSON with matching memories and their dates """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: user = UserModel(**__user__) if __user__ else None @@ -555,27 +548,25 @@ async def search_memories( user, ) - if results and hasattr(results, "documents") and results.documents: + if results and hasattr(results, 'documents') and results.documents: memories = [] for doc_idx, doc in enumerate(results.documents[0]): memory_id = None if results.ids and results.ids[0]: memory_id = results.ids[0][doc_idx] - created_at = "Unknown" - if results.metadatas and results.metadatas[0][doc_idx].get( - "created_at" - ): + created_at = 'Unknown' + if results.metadatas and results.metadatas[0][doc_idx].get('created_at'): created_at = time.strftime( - "%Y-%m-%d", - time.localtime(results.metadatas[0][doc_idx]["created_at"]), + '%Y-%m-%d', + time.localtime(results.metadatas[0][doc_idx]['created_at']), ) - memories.append({"id": memory_id, "date": created_at, "content": doc}) + memories.append({'id': memory_id, 'date': created_at, 'content': doc}) return json.dumps(memories, ensure_ascii=False) else: return json.dumps([]) except Exception as e: - log.exception(f"search_memories error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'search_memories error: {e}') + return json.dumps({'error': str(e)}) async def add_memory( @@ -590,7 +581,7 @@ async def add_memory( :return: Confirmation that the memory was stored """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: user = UserModel(**__user__) if __user__ else None @@ -601,10 +592,10 @@ async def add_memory( user, ) - return json.dumps({"status": "success", "id": memory.id}, ensure_ascii=False) + return json.dumps({'status': 'success', 'id': memory.id}, ensure_ascii=False) except Exception as e: - log.exception(f"add_memory error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'add_memory error: {e}') + return json.dumps({'error': str(e)}) async def replace_memory_content( @@ -621,7 +612,7 @@ async def replace_memory_content( :return: Confirmation that the memory was updated """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: user = UserModel(**__user__) if __user__ else None @@ -634,12 +625,12 @@ async def replace_memory_content( ) return json.dumps( - {"status": "success", "id": memory.id, "content": memory.content}, + {'status': 'success', 'id': memory.id, 'content': memory.content}, ensure_ascii=False, ) except Exception as e: - log.exception(f"replace_memory_content error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'replace_memory_content error: {e}') + return json.dumps({'error': str(e)}) async def delete_memory( @@ -654,26 +645,24 @@ async def delete_memory( :return: Confirmation that the memory was deleted """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: user = UserModel(**__user__) if __user__ else None - result = Memories.delete_memory_by_id_and_user_id(memory_id, user.id) + result = await Memories.delete_memory_by_id_and_user_id(memory_id, user.id) if result: - VECTOR_DB_CLIENT.delete( - collection_name=f"user-memory-{user.id}", ids=[memory_id] - ) + VECTOR_DB_CLIENT.delete(collection_name=f'user-memory-{user.id}', ids=[memory_id]) return json.dumps( - {"status": "success", "message": f"Memory {memory_id} deleted"}, + {'status': 'success', 'message': f'Memory {memory_id} deleted'}, ensure_ascii=False, ) else: - return json.dumps({"error": "Memory not found or access denied"}) + return json.dumps({'error': 'Memory not found or access denied'}) except Exception as e: - log.exception(f"delete_memory error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'delete_memory error: {e}') + return json.dumps({'error': str(e)}) async def list_memories( @@ -686,24 +675,20 @@ async def list_memories( :return: JSON list of all memories with id, content, and dates """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) try: user = UserModel(**__user__) if __user__ else None - memories = Memories.get_memories_by_user_id(user.id) + memories = await Memories.get_memories_by_user_id(user.id) if memories: result = [ { - "id": m.id, - "content": m.content, - "created_at": time.strftime( - "%Y-%m-%d %H:%M", time.localtime(m.created_at) - ), - "updated_at": time.strftime( - "%Y-%m-%d %H:%M", time.localtime(m.updated_at) - ), + 'id': m.id, + 'content': m.content, + 'created_at': time.strftime('%Y-%m-%d %H:%M', time.localtime(m.created_at)), + 'updated_at': time.strftime('%Y-%m-%d %H:%M', time.localtime(m.updated_at)), } for m in memories ] @@ -711,8 +696,8 @@ async def list_memories( else: return json.dumps([]) except Exception as e: - log.exception(f"list_memories error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'list_memories error: {e}') + return json.dumps({'error': str(e)}) # ============================================================================= @@ -738,22 +723,22 @@ async def search_notes( :return: JSON with matching notes containing id, title, and content snippet """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: - user_id = __user__.get("id") - user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)] + user_id = __user__.get('id') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] - result = Notes.search_notes( + result = await Notes.search_notes( user_id=user_id, filter={ - "query": query, - "user_id": user_id, - "group_ids": user_group_ids, - "permission": "read", + 'query': query, + 'user_id': user_id, + 'group_ids': user_group_ids, + 'permission': 'read', }, skip=0, limit=count * 3, # Fetch more for filtering @@ -772,9 +757,9 @@ async def search_notes( continue # Extract a snippet from the markdown content - content_snippet = "" - if note.data and note.data.get("content", {}).get("md"): - md_content = note.data["content"]["md"] + content_snippet = '' + if note.data and note.data.get('content', {}).get('md'): + md_content = note.data['content']['md'] lower_content = md_content.lower() lower_query = query.lower() idx = lower_content.find(lower_query) @@ -782,21 +767,17 @@ async def search_notes( start = max(0, idx - 50) end = min(len(md_content), idx + len(query) + 100) content_snippet = ( - ("..." if start > 0 else "") - + md_content[start:end] - + ("..." if end < len(md_content) else "") + ('...' if start > 0 else '') + md_content[start:end] + ('...' if end < len(md_content) else '') ) else: - content_snippet = md_content[:150] + ( - "..." if len(md_content) > 150 else "" - ) + content_snippet = md_content[:150] + ('...' if len(md_content) > 150 else '') notes.append( { - "id": note.id, - "title": note.title, - "snippet": content_snippet, - "updated_at": note.updated_at, + 'id': note.id, + 'title': note.title, + 'snippet': content_snippet, + 'updated_at': note.updated_at, } ) @@ -805,8 +786,8 @@ async def search_notes( return json.dumps(notes, ensure_ascii=False) except Exception as e: - log.exception(f"search_notes error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'search_notes error: {e}') + return json.dumps({'error': str(e)}) async def view_note( @@ -821,50 +802,50 @@ async def view_note( :return: JSON with the note's id, title, and full markdown content """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: - note = Notes.get_note_by_id(note_id) + note = await Notes.get_note_by_id(note_id) if not note: - return json.dumps({"error": "Note not found"}) + return json.dumps({'error': 'Note not found'}) # Check access permission - user_id = __user__.get("id") - user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)] + user_id = __user__.get('id') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] from open_webui.models.access_grants import AccessGrants - if note.user_id != user_id and not AccessGrants.has_access( + if note.user_id != user_id and not await AccessGrants.has_access( user_id=user_id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="read", + permission='read', user_group_ids=set(user_group_ids), ): - return json.dumps({"error": "Access denied"}) + return json.dumps({'error': 'Access denied'}) # Extract markdown content - content = "" - if note.data and note.data.get("content", {}).get("md"): - content = note.data["content"]["md"] + content = '' + if note.data and note.data.get('content', {}).get('md'): + content = note.data['content']['md'] return json.dumps( { - "id": note.id, - "title": note.title, - "content": content, - "updated_at": note.updated_at, - "created_at": note.created_at, + 'id': note.id, + 'title': note.title, + 'content': content, + 'updated_at': note.updated_at, + 'created_at': note.created_at, }, ensure_ascii=False, ) except Exception as e: - log.exception(f"view_note error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'view_note error: {e}') + return json.dumps({'error': str(e)}) async def write_note( @@ -881,39 +862,39 @@ async def write_note( :return: JSON with success status and new note id """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: from open_webui.models.notes import NoteForm - user_id = __user__.get("id") + user_id = __user__.get('id') form = NoteForm( title=title, - data={"content": {"md": content}}, + data={'content': {'md': content}}, access_grants=[], # Private by default - only owner can access ) - new_note = Notes.insert_new_note(user_id, form) + new_note = await Notes.insert_new_note(user_id, form) if not new_note: - return json.dumps({"error": "Failed to create note"}) + return json.dumps({'error': 'Failed to create note'}) return json.dumps( { - "status": "success", - "id": new_note.id, - "title": new_note.title, - "created_at": new_note.created_at, + 'status': 'success', + 'id': new_note.id, + 'title': new_note.title, + 'created_at': new_note.created_at, }, ensure_ascii=False, ) except Exception as e: - log.exception(f"write_note error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'write_note error: {e}') + return json.dumps({'error': str(e)}) async def replace_note_content( @@ -932,57 +913,57 @@ async def replace_note_content( :return: JSON with success status and updated note info """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: from open_webui.models.notes import NoteUpdateForm - note = Notes.get_note_by_id(note_id) + note = await Notes.get_note_by_id(note_id) if not note: - return json.dumps({"error": "Note not found"}) + return json.dumps({'error': 'Note not found'}) # Check write permission - user_id = __user__.get("id") - user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)] + user_id = __user__.get('id') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] from open_webui.models.access_grants import AccessGrants - if note.user_id != user_id and not AccessGrants.has_access( + if note.user_id != user_id and not await AccessGrants.has_access( user_id=user_id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="write", + permission='write', user_group_ids=set(user_group_ids), ): - return json.dumps({"error": "Write access denied"}) + return json.dumps({'error': 'Write access denied'}) # Build update form - update_data = {"data": {"content": {"md": content}}} + update_data = {'data': {'content': {'md': content}}} if title: - update_data["title"] = title + update_data['title'] = title form = NoteUpdateForm(**update_data) - updated_note = Notes.update_note_by_id(note_id, form) + updated_note = await Notes.update_note_by_id(note_id, form) if not updated_note: - return json.dumps({"error": "Failed to update note"}) + return json.dumps({'error': 'Failed to update note'}) return json.dumps( { - "status": "success", - "id": updated_note.id, - "title": updated_note.title, - "updated_at": updated_note.updated_at, + 'status': 'success', + 'id': updated_note.id, + 'title': updated_note.title, + 'updated_at': updated_note.updated_at, }, ensure_ascii=False, ) except Exception as e: - log.exception(f"replace_note_content error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'replace_note_content error: {e}') + return json.dumps({'error': str(e)}) # ============================================================================= @@ -1009,15 +990,15 @@ async def search_chats( :return: JSON with matching chats containing id, title, updated_at, and content snippet """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: - user_id = __user__.get("id") + user_id = __user__.get('id') - chats = Chats.get_chats_by_user_id_and_search_text( + chats = await Chats.get_chats_by_user_id_and_search_text( user_id=user_id, search_text=query, include_archived=False, @@ -1038,32 +1019,28 @@ async def search_chats( continue # Find a matching message snippet - snippet = "" - messages = chat.chat.get("history", {}).get("messages", {}) + snippet = '' + messages = chat.chat.get('history', {}).get('messages', {}) lower_query = query.lower() for msg_id, msg in messages.items(): - content = msg.get("content", "") + content = msg.get('content', '') if isinstance(content, str) and lower_query in content.lower(): idx = content.lower().find(lower_query) start = max(0, idx - 50) end = min(len(content), idx + len(query) + 100) - snippet = ( - ("..." if start > 0 else "") - + content[start:end] - + ("..." if end < len(content) else "") - ) + snippet = ('...' if start > 0 else '') + content[start:end] + ('...' if end < len(content) else '') break if not snippet and lower_query in chat.title.lower(): - snippet = f"Title match: {chat.title}" + snippet = f'Title match: {chat.title}' results.append( { - "id": chat.id, - "title": chat.title, - "snippet": snippet, - "updated_at": chat.updated_at, + 'id': chat.id, + 'title': chat.title, + 'snippet': snippet, + 'updated_at': chat.updated_at, } ) @@ -1072,8 +1049,8 @@ async def search_chats( return json.dumps(results, ensure_ascii=False) except Exception as e: - log.exception(f"search_chats error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'search_chats error: {e}') + return json.dumps({'error': str(e)}) async def view_chat( @@ -1088,26 +1065,26 @@ async def view_chat( :return: JSON with the chat's id, title, and messages """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: - user_id = __user__.get("id") + user_id = __user__.get('id') - chat = Chats.get_chat_by_id_and_user_id(chat_id, user_id) + chat = await Chats.get_chat_by_id_and_user_id(chat_id, user_id) if not chat: - return json.dumps({"error": "Chat not found or access denied"}) + return json.dumps({'error': 'Chat not found or access denied'}) # Extract messages from history messages = [] - history = chat.chat.get("history", {}) - msg_dict = history.get("messages", {}) + history = chat.chat.get('history', {}) + msg_dict = history.get('messages', {}) # Build message chain from currentId - current_id = history.get("currentId") + current_id = history.get('currentId') visited = set() while current_id and current_id not in visited: @@ -1116,28 +1093,28 @@ async def view_chat( if msg: messages.append( { - "role": msg.get("role", ""), - "content": msg.get("content", ""), + 'role': msg.get('role', ''), + 'content': msg.get('content', ''), } ) - current_id = msg.get("parentId") if msg else None + current_id = msg.get('parentId') if msg else None # Reverse to get chronological order messages.reverse() return json.dumps( { - "id": chat.id, - "title": chat.title, - "messages": messages, - "updated_at": chat.updated_at, - "created_at": chat.created_at, + 'id': chat.id, + 'title': chat.title, + 'messages': messages, + 'updated_at': chat.updated_at, + 'created_at': chat.created_at, }, ensure_ascii=False, ) except Exception as e: - log.exception(f"view_chat error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'view_chat error: {e}') + return json.dumps({'error': str(e)}) # ============================================================================= @@ -1159,16 +1136,16 @@ async def search_channels( :return: JSON with matching channels containing id, name, description, and type """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: - user_id = __user__.get("id") + user_id = __user__.get('id') # Get all channels the user has access to - all_channels = Channels.get_channels_by_user_id(user_id) + all_channels = await Channels.get_channels_by_user_id(user_id) # Filter by query lower_query = query.lower() @@ -1176,15 +1153,15 @@ async def search_channels( for channel in all_channels: name_match = lower_query in channel.name.lower() if channel.name else False - desc_match = lower_query in (channel.description or "").lower() + desc_match = lower_query in (channel.description or '').lower() if name_match or desc_match: matching_channels.append( { - "id": channel.id, - "name": channel.name, - "description": channel.description or "", - "type": channel.type or "public", + 'id': channel.id, + 'name': channel.name, + 'description': channel.description or '', + 'type': channel.type or 'public', } ) @@ -1193,8 +1170,8 @@ async def search_channels( return json.dumps(matching_channels, ensure_ascii=False) except Exception as e: - log.exception(f"search_channels error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'search_channels error: {e}') + return json.dumps({'error': str(e)}) async def search_channel_messages( @@ -1215,16 +1192,16 @@ async def search_channel_messages( :return: JSON with matching messages containing channel info, message content, and thread context """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: - user_id = __user__.get("id") + user_id = __user__.get('id') # Get all channels the user has access to - user_channels = Channels.get_channels_by_user_id(user_id) + user_channels = await Channels.get_channels_by_user_id(user_id) channel_ids = [c.id for c in user_channels] channel_map = {c.id: c for c in user_channels} @@ -1249,36 +1226,32 @@ async def search_channel_messages( channel = channel_map.get(msg.channel_id) # Extract snippet around the match - content = msg.content or "" + content = msg.content or '' lower_query = query.lower() idx = content.lower().find(lower_query) if idx != -1: start = max(0, idx - 50) end = min(len(content), idx + len(query) + 100) - snippet = ( - ("..." if start > 0 else "") - + content[start:end] - + ("..." if end < len(content) else "") - ) + snippet = ('...' if start > 0 else '') + content[start:end] + ('...' if end < len(content) else '') else: - snippet = content[:150] + ("..." if len(content) > 150 else "") + snippet = content[:150] + ('...' if len(content) > 150 else '') results.append( { - "channel_id": msg.channel_id, - "channel_name": channel.name if channel else "Unknown", - "message_id": msg.id, - "content_snippet": snippet, - "is_thread_reply": msg.parent_id is not None, - "parent_id": msg.parent_id, - "created_at": msg.created_at, + 'channel_id': msg.channel_id, + 'channel_name': channel.name if channel else 'Unknown', + 'message_id': msg.id, + 'content_snippet': snippet, + 'is_thread_reply': msg.parent_id is not None, + 'parent_id': msg.parent_id, + 'created_at': msg.created_at, } ) return json.dumps(results, ensure_ascii=False) except Exception as e: - log.exception(f"search_channel_messages error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'search_channel_messages error: {e}') + return json.dumps({'error': str(e)}) async def view_channel_message( @@ -1293,53 +1266,53 @@ async def view_channel_message( :return: JSON with the message content, channel info, and thread replies if any """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: - user_id = __user__.get("id") + user_id = __user__.get('id') message = Messages.get_message_by_id(message_id) if not message: - return json.dumps({"error": "Message not found"}) + return json.dumps({'error': 'Message not found'}) # Verify user has access to the channel - channel = Channels.get_channel_by_id(message.channel_id) + channel = await Channels.get_channel_by_id(message.channel_id) if not channel: - return json.dumps({"error": "Channel not found"}) + return json.dumps({'error': 'Channel not found'}) # Check if user has access to the channel - user_channels = Channels.get_channels_by_user_id(user_id) + user_channels = await Channels.get_channels_by_user_id(user_id) channel_ids = [c.id for c in user_channels] if message.channel_id not in channel_ids: - return json.dumps({"error": "Access denied"}) + return json.dumps({'error': 'Access denied'}) # Build response with thread information result = { - "id": message.id, - "channel_id": message.channel_id, - "channel_name": channel.name, - "content": message.content, - "user_id": message.user_id, - "is_thread_reply": message.parent_id is not None, - "parent_id": message.parent_id, - "reply_count": message.reply_count, - "created_at": message.created_at, - "updated_at": message.updated_at, + 'id': message.id, + 'channel_id': message.channel_id, + 'channel_name': channel.name, + 'content': message.content, + 'user_id': message.user_id, + 'is_thread_reply': message.parent_id is not None, + 'parent_id': message.parent_id, + 'reply_count': message.reply_count, + 'created_at': message.created_at, + 'updated_at': message.updated_at, } # Include user info if available if message.user: - result["user_name"] = message.user.name + result['user_name'] = message.user.name return json.dumps(result, ensure_ascii=False) except Exception as e: - log.exception(f"view_channel_message error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'view_channel_message error: {e}') + return json.dumps({'error': str(e)}) async def view_channel_thread( @@ -1354,30 +1327,30 @@ async def view_channel_thread( :return: JSON with the parent message and all thread replies in chronological order """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: - user_id = __user__.get("id") + user_id = __user__.get('id') # Get the parent message parent_message = Messages.get_message_by_id(parent_message_id) if not parent_message: - return json.dumps({"error": "Message not found"}) + return json.dumps({'error': 'Message not found'}) # Verify user has access to the channel - channel = Channels.get_channel_by_id(parent_message.channel_id) + channel = await Channels.get_channel_by_id(parent_message.channel_id) if not channel: - return json.dumps({"error": "Channel not found"}) + return json.dumps({'error': 'Channel not found'}) - user_channels = Channels.get_channels_by_user_id(user_id) + user_channels = await Channels.get_channels_by_user_id(user_id) channel_ids = [c.id for c in user_channels] if parent_message.channel_id not in channel_ids: - return json.dumps({"error": "Access denied"}) + return json.dumps({'error': 'Access denied'}) # Get all thread replies thread_replies = Messages.get_thread_replies_by_message_id(parent_message_id) @@ -1388,12 +1361,12 @@ async def view_channel_thread( # Add parent message first messages.append( { - "id": parent_message.id, - "content": parent_message.content, - "user_id": parent_message.user_id, - "user_name": parent_message.user.name if parent_message.user else None, - "is_parent": True, - "created_at": parent_message.created_at, + 'id': parent_message.id, + 'content': parent_message.content, + 'user_id': parent_message.user_id, + 'user_name': parent_message.user.name if parent_message.user else None, + 'is_parent': True, + 'created_at': parent_message.created_at, } ) @@ -1401,29 +1374,29 @@ async def view_channel_thread( for reply in reversed(thread_replies): messages.append( { - "id": reply.id, - "content": reply.content, - "user_id": reply.user_id, - "user_name": reply.user.name if reply.user else None, - "is_parent": False, - "reply_to_id": reply.reply_to_id, - "created_at": reply.created_at, + 'id': reply.id, + 'content': reply.content, + 'user_id': reply.user_id, + 'user_name': reply.user.name if reply.user else None, + 'is_parent': False, + 'reply_to_id': reply.reply_to_id, + 'created_at': reply.created_at, } ) return json.dumps( { - "channel_id": parent_message.channel_id, - "channel_name": channel.name, - "thread_id": parent_message_id, - "message_count": len(messages), - "messages": messages, + 'channel_id': parent_message.channel_id, + 'channel_name': channel.name, + 'thread_id': parent_message_id, + 'message_count': len(messages), + 'messages': messages, }, ensure_ascii=False, ) except Exception as e: - log.exception(f"view_channel_thread error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'view_channel_thread error: {e}') + return json.dumps({'error': str(e)}) # ============================================================================= @@ -1445,23 +1418,23 @@ async def list_knowledge_bases( :return: JSON with KBs containing id, name, description, and file_count """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: from open_webui.models.knowledge import Knowledges - user_id = __user__.get("id") - user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)] + user_id = __user__.get('id') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] - result = Knowledges.search_knowledge_bases( + result = await Knowledges.search_knowledge_bases( user_id, filter={ - "query": "", - "user_id": user_id, - "group_ids": user_group_ids, + 'query': '', + 'user_id': user_id, + 'group_ids': user_group_ids, }, skip=skip, limit=count, @@ -1469,23 +1442,23 @@ async def list_knowledge_bases( knowledge_bases = [] for knowledge_base in result.items: - files = Knowledges.get_files_by_id(knowledge_base.id) + files = await Knowledges.get_files_by_id(knowledge_base.id) file_count = len(files) if files else 0 knowledge_bases.append( { - "id": knowledge_base.id, - "name": knowledge_base.name, - "description": knowledge_base.description or "", - "file_count": file_count, - "updated_at": knowledge_base.updated_at, + 'id': knowledge_base.id, + 'name': knowledge_base.name, + 'description': knowledge_base.description or '', + 'file_count': file_count, + 'updated_at': knowledge_base.updated_at, } ) return json.dumps(knowledge_bases, ensure_ascii=False) except Exception as e: - log.exception(f"list_knowledge_bases error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'list_knowledge_bases error: {e}') + return json.dumps({'error': str(e)}) async def search_knowledge_bases( @@ -1504,23 +1477,23 @@ async def search_knowledge_bases( :return: JSON with matching KBs containing id, name, description, and file_count """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: from open_webui.models.knowledge import Knowledges - user_id = __user__.get("id") - user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)] + user_id = __user__.get('id') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] - result = Knowledges.search_knowledge_bases( + result = await Knowledges.search_knowledge_bases( user_id, filter={ - "query": query, - "user_id": user_id, - "group_ids": user_group_ids, + 'query': query, + 'user_id': user_id, + 'group_ids': user_group_ids, }, skip=skip, limit=count, @@ -1528,23 +1501,23 @@ async def search_knowledge_bases( knowledge_bases = [] for knowledge_base in result.items: - files = Knowledges.get_files_by_id(knowledge_base.id) + files = await Knowledges.get_files_by_id(knowledge_base.id) file_count = len(files) if files else 0 knowledge_bases.append( { - "id": knowledge_base.id, - "name": knowledge_base.name, - "description": knowledge_base.description or "", - "file_count": file_count, - "updated_at": knowledge_base.updated_at, + 'id': knowledge_base.id, + 'name': knowledge_base.name, + 'description': knowledge_base.description or '', + 'file_count': file_count, + 'updated_at': knowledge_base.updated_at, } ) return json.dumps(knowledge_bases, ensure_ascii=False) except Exception as e: - log.exception(f"search_knowledge_bases error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'search_knowledge_bases error: {e}') + return json.dumps({'error': str(e)}) async def search_knowledge_files( @@ -1554,9 +1527,11 @@ async def search_knowledge_files( skip: int = 0, __request__: Request = None, __user__: dict = None, + __model_knowledge__: Optional[list[dict]] = None, ) -> str: """ - Search files across knowledge bases the user has access to. + Search files by filename across knowledge bases the user has access to. + When the model has attached knowledge, searches only within attached KBs and files. :param query: The search query to find matching files by filename :param knowledge_id: Optional KB id to limit search to a specific knowledge base @@ -1565,31 +1540,112 @@ async def search_knowledge_files( :return: JSON with matching files containing id, filename, and updated_at """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: from open_webui.models.knowledge import Knowledges + from open_webui.models.files import Files + from open_webui.models.access_grants import AccessGrants - user_id = __user__.get("id") - user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)] + user_id = __user__.get('id') + user_role = __user__.get('role', 'user') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] + # When model has attached knowledge, scope to attached KBs/files only + if __model_knowledge__: + attached_kb_ids = set() + attached_file_ids = set() + + for item in __model_knowledge__: + item_type = item.get('type') + item_id = item.get('id') + if item_type == 'collection': + attached_kb_ids.add(item_id) + elif item_type == 'file': + attached_file_ids.add(item_id) + + # If knowledge_id specified, verify it's in the attached set + if knowledge_id: + if knowledge_id not in attached_kb_ids: + return json.dumps({'error': f'Knowledge base {knowledge_id} is not attached to this model'}) + attached_kb_ids = {knowledge_id} + + all_files = [] + + # Search within attached KBs + for kb_id in attached_kb_ids: + knowledge = await Knowledges.get_knowledge_by_id(kb_id) + if not knowledge: + continue + + if not ( + user_role == 'admin' + or knowledge.user_id == user_id + or await AccessGrants.has_access( + user_id=user_id, + resource_type='knowledge', + resource_id=knowledge.id, + permission='read', + user_group_ids=set(user_group_ids), + ) + ): + continue + + result = await Knowledges.search_files_by_id( + knowledge_id=kb_id, + user_id=user_id, + filter={'query': query}, + skip=0, + limit=count + skip, + ) + + for file in result.items: + all_files.append( + { + 'id': file.id, + 'filename': file.filename, + 'knowledge_id': knowledge.id, + 'knowledge_name': knowledge.name, + 'updated_at': file.updated_at, + } + ) + + # Search within directly attached files (filename match) + if not knowledge_id and attached_file_ids: + query_lower = query.lower() if query else '' + for file_id in attached_file_ids: + file = await Files.get_file_by_id(file_id) + if file and (not query_lower or query_lower in file.filename.lower()): + all_files.append( + { + 'id': file.id, + 'filename': file.filename, + 'updated_at': file.updated_at, + } + ) + + # Apply pagination across combined results + all_files = all_files[skip : skip + count] + return json.dumps(all_files, ensure_ascii=False) + + # No attached knowledge - search all accessible KBs if knowledge_id: - result = Knowledges.search_files_by_id( + result = await Knowledges.search_files_by_id( knowledge_id=knowledge_id, user_id=user_id, - filter={"query": query}, + filter={'query': query}, skip=skip, limit=count, ) else: - result = Knowledges.search_knowledge_files( + result = await Knowledges.search_knowledge_files( filter={ - "query": query, - "user_id": user_id, - "group_ids": user_group_ids, + 'query': query, + 'user_id': user_id, + 'group_ids': user_group_ids, }, skip=skip, limit=count, @@ -1598,158 +1654,335 @@ async def search_knowledge_files( files = [] for file in result.items: file_info = { - "id": file.id, - "filename": file.filename, - "updated_at": file.updated_at, + 'id': file.id, + 'filename': file.filename, + 'updated_at': file.updated_at, } - if hasattr(file, "collection") and file.collection: - file_info["knowledge_id"] = file.collection.get("id", "") - file_info["knowledge_name"] = file.collection.get("name", "") + if hasattr(file, 'collection') and file.collection: + file_info['knowledge_id'] = file.collection.get('id', '') + file_info['knowledge_name'] = file.collection.get('name', '') files.append(file_info) return json.dumps(files, ensure_ascii=False) except Exception as e: - log.exception(f"search_knowledge_files error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'search_knowledge_files error: {e}') + return json.dumps({'error': str(e)}) + + +# Hard cap for view_file / view_knowledge_file output +MAX_VIEW_FILE_CHARS = 100_000 +DEFAULT_VIEW_FILE_MAX_CHARS = 10_000 async def view_file( file_id: str, + offset: int = 0, + max_chars: int = DEFAULT_VIEW_FILE_MAX_CHARS, __request__: Request = None, __user__: dict = None, __model_knowledge__: Optional[list[dict]] = None, ) -> str: """ - Get the full content of a file by its ID. + Get the content of a file by its ID. Supports pagination for large files. :param file_id: The ID of the file to retrieve - :return: JSON with the file's id, filename, and full text content + :param offset: Character offset to start reading from (default: 0) + :param max_chars: Maximum characters to return (default: 10000, hard cap: 100000) + :return: JSON with the file's id, filename, content, and pagination metadata if truncated """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) + + # Coerce parameters from LLM tool calls (may come as strings) + if isinstance(offset, str): + try: + offset = int(offset) + except ValueError: + offset = 0 + if isinstance(max_chars, str): + try: + max_chars = int(max_chars) + except ValueError: + max_chars = DEFAULT_VIEW_FILE_MAX_CHARS + + # Enforce hard cap + max_chars = min(max(max_chars, 1), MAX_VIEW_FILE_CHARS) + offset = max(offset, 0) try: from open_webui.models.files import Files from open_webui.utils.access_control.files import has_access_to_file - user_id = __user__.get("id") - user_role = __user__.get("role", "user") + user_id = __user__.get('id') + user_role = __user__.get('role', 'user') - file = Files.get_file_by_id(file_id) + file = await Files.get_file_by_id(file_id) if not file: - return json.dumps({"error": "File not found"}) + return json.dumps({'error': 'File not found'}) if ( file.user_id != user_id - and user_role != "admin" + and user_role != 'admin' and not any( - item.get("type") == "file" and item.get("id") == file_id - for item in (__model_knowledge__ or []) + item.get('type') == 'file' and item.get('id') == file_id for item in (__model_knowledge__ or []) ) - and not has_access_to_file( + and not await has_access_to_file( file_id=file_id, - access_type="read", + access_type='read', user=UserModel(**__user__), ) ): - return json.dumps({"error": "File not found"}) + return json.dumps({'error': 'File not found'}) - content = "" + content = '' if file.data: - content = file.data.get("content", "") + content = file.data.get('content', '') - return json.dumps( - { - "id": file.id, - "filename": file.filename, - "content": content, - "updated_at": file.updated_at, - "created_at": file.created_at, - }, - ensure_ascii=False, - ) + total_chars = len(content) + sliced = content[offset : offset + max_chars] + is_truncated = (offset + len(sliced)) < total_chars + + result = { + 'id': file.id, + 'filename': file.filename, + 'content': sliced, + 'updated_at': file.updated_at, + 'created_at': file.created_at, + } + + if is_truncated or offset > 0: + result['truncated'] = is_truncated + result['total_chars'] = total_chars + result['returned_chars'] = len(sliced) + result['offset'] = offset + if is_truncated: + result['next_offset'] = offset + len(sliced) + + return json.dumps(result, ensure_ascii=False) except Exception as e: - log.exception(f"view_file error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'view_file error: {e}') + return json.dumps({'error': str(e)}) async def view_knowledge_file( file_id: str, + offset: int = 0, + max_chars: int = DEFAULT_VIEW_FILE_MAX_CHARS, __request__: Request = None, __user__: dict = None, ) -> str: """ - Get the full content of a file from a knowledge base. + Get the content of a file from a knowledge base. Supports pagination for large files. :param file_id: The ID of the file to retrieve - :return: JSON with the file's id, filename, and full text content + :param offset: Character offset to start reading from (default: 0) + :param max_chars: Maximum characters to return (default: 10000, hard cap: 100000) + :return: JSON with the file's id, filename, content, and pagination metadata if truncated """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) + + # Coerce parameters from LLM tool calls (may come as strings) + if isinstance(offset, str): + try: + offset = int(offset) + except ValueError: + offset = 0 + if isinstance(max_chars, str): + try: + max_chars = int(max_chars) + except ValueError: + max_chars = DEFAULT_VIEW_FILE_MAX_CHARS + + # Enforce hard cap + max_chars = min(max(max_chars, 1), MAX_VIEW_FILE_CHARS) + offset = max(offset, 0) try: from open_webui.models.files import Files from open_webui.models.knowledge import Knowledges from open_webui.models.access_grants import AccessGrants - user_id = __user__.get("id") - user_role = __user__.get("role", "user") - user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)] + user_id = __user__.get('id') + user_role = __user__.get('role', 'user') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] - file = Files.get_file_by_id(file_id) + file = await Files.get_file_by_id(file_id) if not file: - return json.dumps({"error": "File not found"}) + return json.dumps({'error': 'File not found'}) # Check access via any KB containing this file - knowledges = Knowledges.get_knowledges_by_file_id(file_id) + knowledges = await Knowledges.get_knowledges_by_file_id(file_id) has_knowledge_access = False knowledge_info = None for knowledge_base in knowledges: if ( - user_role == "admin" + user_role == 'admin' or knowledge_base.user_id == user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user_id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge_base.id, - permission="read", + permission='read', user_group_ids=set(user_group_ids), ) ): has_knowledge_access = True - knowledge_info = {"id": knowledge_base.id, "name": knowledge_base.name} + knowledge_info = {'id': knowledge_base.id, 'name': knowledge_base.name} break if not has_knowledge_access: - if file.user_id != user_id and user_role != "admin": - return json.dumps({"error": "Access denied"}) + if file.user_id != user_id and user_role != 'admin': + return json.dumps({'error': 'Access denied'}) - content = "" + content = '' if file.data: - content = file.data.get("content", "") + content = file.data.get('content', '') + + total_chars = len(content) + sliced = content[offset : offset + max_chars] + is_truncated = (offset + len(sliced)) < total_chars result = { - "id": file.id, - "filename": file.filename, - "content": content, - "updated_at": file.updated_at, - "created_at": file.created_at, + 'id': file.id, + 'filename': file.filename, + 'content': sliced, + 'updated_at': file.updated_at, + 'created_at': file.created_at, } if knowledge_info: - result["knowledge_id"] = knowledge_info["id"] - result["knowledge_name"] = knowledge_info["name"] + result['knowledge_id'] = knowledge_info['id'] + result['knowledge_name'] = knowledge_info['name'] + + if is_truncated or offset > 0: + result['truncated'] = is_truncated + result['total_chars'] = total_chars + result['returned_chars'] = len(sliced) + result['offset'] = offset + if is_truncated: + result['next_offset'] = offset + len(sliced) return json.dumps(result, ensure_ascii=False) except Exception as e: - log.exception(f"view_knowledge_file error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'view_knowledge_file error: {e}') + return json.dumps({'error': str(e)}) + + +async def list_knowledge( + __request__: Request = None, + __user__: dict = None, + __model_knowledge__: Optional[list[dict]] = None, +) -> str: + """ + List all knowledge bases, files, and notes attached to the current model. + Use this first to discover what knowledge is available before querying or reading files. + + :return: JSON with knowledge_bases, files, and notes attached to this model + """ + if __request__ is None: + return json.dumps({'error': 'Request context not available'}) + + if not __user__: + return json.dumps({'error': 'User context not available'}) + + if not __model_knowledge__: + return json.dumps({'knowledge_bases': [], 'files': [], 'notes': []}) + + try: + from open_webui.models.knowledge import Knowledges + from open_webui.models.files import Files + from open_webui.models.notes import Notes + from open_webui.models.access_grants import AccessGrants + + user_id = __user__.get('id') + user_role = __user__.get('role', 'user') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] + + knowledge_bases = [] + files = [] + notes = [] + + for item in __model_knowledge__: + item_type = item.get('type') + item_id = item.get('id') + + if item_type == 'collection': + knowledge = await Knowledges.get_knowledge_by_id(item_id) + if knowledge and ( + user_role == 'admin' + or knowledge.user_id == user_id + or await AccessGrants.has_access( + user_id=user_id, + resource_type='knowledge', + resource_id=knowledge.id, + permission='read', + user_group_ids=set(user_group_ids), + ) + ): + kb_files = await Knowledges.get_files_by_id(knowledge.id) + file_count = len(kb_files) if kb_files else 0 + + kb_entry = { + 'id': knowledge.id, + 'name': knowledge.name, + 'description': knowledge.description or '', + 'file_count': file_count, + } + + # Include file listing for each KB + if kb_files: + kb_entry['files'] = [{'id': f.id, 'filename': f.filename} for f in kb_files] + + knowledge_bases.append(kb_entry) + + elif item_type == 'file': + file = await Files.get_file_by_id(item_id) + if file: + files.append( + { + 'id': file.id, + 'filename': file.filename, + 'updated_at': file.updated_at, + } + ) + + elif item_type == 'note': + note = await Notes.get_note_by_id(item_id) + if note and ( + user_role == 'admin' + or note.user_id == user_id + or await AccessGrants.has_access( + user_id=user_id, + resource_type='note', + resource_id=note.id, + permission='read', + ) + ): + notes.append( + { + 'id': note.id, + 'title': note.title, + } + ) + + return json.dumps( + { + 'knowledge_bases': knowledge_bases, + 'files': files, + 'notes': notes, + }, + ensure_ascii=False, + ) + except Exception as e: + log.exception(f'list_knowledge error: {e}') + return json.dumps({'error': str(e)}) async def query_knowledge_files( @@ -1770,10 +2003,10 @@ async def query_knowledge_files( :return: JSON with relevant chunks containing content, source filename, and relevance score """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) # Coerce parameters from LLM tool calls (may come as strings) if isinstance(count, str): @@ -1784,7 +2017,7 @@ async def query_knowledge_files( # Handle knowledge_ids being string "None", "null", or empty if isinstance(knowledge_ids, str): - if knowledge_ids.lower() in ("none", "null", ""): + if knowledge_ids.lower() in ('none', 'null', ''): knowledge_ids = None else: # Try to parse as JSON array if it looks like one @@ -1801,13 +2034,13 @@ async def query_knowledge_files( from open_webui.retrieval.utils import query_collection from open_webui.models.access_grants import AccessGrants - user_id = __user__.get("id") - user_role = __user__.get("role", "user") - user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)] + user_id = __user__.get('id') + user_role = __user__.get('role', 'user') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] embedding_function = __request__.app.state.EMBEDDING_FUNCTION if not embedding_function: - return json.dumps({"error": "Embedding function not configured"}) + return json.dumps({'error': 'Embedding function not configured'}) collection_names = [] note_results = [] # Notes aren't vectorized, handle separately @@ -1815,78 +2048,78 @@ async def query_knowledge_files( # If model has attached knowledge, use those if __model_knowledge__: for item in __model_knowledge__: - item_type = item.get("type") - item_id = item.get("id") + item_type = item.get('type') + item_id = item.get('id') - if item_type == "collection": + if item_type == 'collection': # Knowledge base - use KB ID as collection name - knowledge = Knowledges.get_knowledge_by_id(item_id) + knowledge = await Knowledges.get_knowledge_by_id(item_id) if knowledge and ( - user_role == "admin" + user_role == 'admin' or knowledge.user_id == user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user_id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="read", + permission='read', user_group_ids=set(user_group_ids), ) ): collection_names.append(item_id) - elif item_type == "file": + elif item_type == 'file': # Individual file - use file-{id} as collection name - file = Files.get_file_by_id(item_id) + file = await Files.get_file_by_id(item_id) if file: - collection_names.append(f"file-{item_id}") + collection_names.append(f'file-{item_id}') - elif item_type == "note": + elif item_type == 'note': # Note - always return full content as context - note = Notes.get_note_by_id(item_id) + note = await Notes.get_note_by_id(item_id) if note and ( - user_role == "admin" + user_role == 'admin' or note.user_id == user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user_id, - resource_type="note", + resource_type='note', resource_id=note.id, - permission="read", + permission='read', ) ): - content = note.data.get("content", {}).get("md", "") + content = note.data.get('content', {}).get('md', '') note_results.append( { - "content": content, - "source": note.title, - "note_id": note.id, - "type": "note", + 'content': content, + 'source': note.title, + 'note_id': note.id, + 'type': 'note', } ) elif knowledge_ids: # User specified specific KBs for knowledge_id in knowledge_ids: - knowledge = Knowledges.get_knowledge_by_id(knowledge_id) + knowledge = await Knowledges.get_knowledge_by_id(knowledge_id) if knowledge and ( - user_role == "admin" + user_role == 'admin' or knowledge.user_id == user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user_id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge.id, - permission="read", + permission='read', user_group_ids=set(user_group_ids), ) ): collection_names.append(knowledge_id) else: # No model knowledge and no specific IDs - search all accessible KBs - result = Knowledges.search_knowledge_bases( + result = await Knowledges.search_knowledge_bases( user_id, filter={ - "query": "", - "user_id": user_id, - "group_ids": user_group_ids, + 'query': '', + 'user_id': user_id, + 'group_ids': user_group_ids, }, skip=0, limit=50, @@ -1901,27 +2134,26 @@ async def query_knowledge_files( # Query vector collections if any if collection_names: query_results = await query_collection( + __request__, collection_names=collection_names, queries=[query], embedding_function=embedding_function, k=count, ) - if query_results and "documents" in query_results: - documents = query_results.get("documents", [[]])[0] - metadatas = query_results.get("metadatas", [[]])[0] - distances = query_results.get("distances", [[]])[0] + if query_results and 'documents' in query_results: + documents = query_results.get('documents', [[]])[0] + metadatas = query_results.get('metadatas', [[]])[0] + distances = query_results.get('distances', [[]])[0] for idx, doc in enumerate(documents): chunk_info = { - "content": doc, - "source": metadatas[idx].get( - "source", metadatas[idx].get("name", "Unknown") - ), - "file_id": metadatas[idx].get("file_id", ""), + 'content': doc, + 'source': metadatas[idx].get('source', metadatas[idx].get('name', 'Unknown')), + 'file_id': metadatas[idx].get('file_id', ''), } if idx < len(distances): - chunk_info["distance"] = distances[idx] + chunk_info['distance'] = distances[idx] chunks.append(chunk_info) # Limit to requested count @@ -1929,8 +2161,8 @@ async def query_knowledge_files( return json.dumps(chunks, ensure_ascii=False) except Exception as e: - log.exception(f"query_knowledge_files error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'query_knowledge_files error: {e}') + return json.dumps({'error': str(e)}) async def query_knowledge_bases( @@ -1949,10 +2181,10 @@ async def query_knowledge_bases( :return: JSON with matching KBs (id, name, description, similarity) """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: import heapq @@ -1960,8 +2192,8 @@ async def query_knowledge_bases( from open_webui.routers.knowledge import KNOWLEDGE_BASES_COLLECTION from open_webui.retrieval.vector.factory import VECTOR_DB_CLIENT - user_id = __user__.get("id") - user_group_ids = [group.id for group in Groups.get_groups_by_member_id(user_id)] + user_id = __user__.get('id') + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] query_embedding = await __request__.app.state.EMBEDDING_FUNCTION(query) # Min-heap of (distance, knowledge_base_id) - only holds top `count` results @@ -1971,9 +2203,9 @@ async def query_knowledge_bases( page_size = 100 while True: - accessible_knowledge_bases = Knowledges.search_knowledge_bases( + accessible_knowledge_bases = await Knowledges.search_knowledge_bases( user_id, - filter={"user_id": user_id, "group_ids": user_group_ids}, + filter={'user_id': user_id, 'group_ids': user_group_ids}, skip=page_offset, limit=page_size, ) @@ -1986,17 +2218,13 @@ async def query_knowledge_bases( search_results = VECTOR_DB_CLIENT.search( collection_name=KNOWLEDGE_BASES_COLLECTION, vectors=[query_embedding], - filter={"knowledge_base_id": {"$in": accessible_ids}}, + filter={'knowledge_base_id': {'$in': accessible_ids}}, limit=count, ) if search_results and search_results.ids and search_results.ids[0]: result_ids = search_results.ids[0] - result_distances = ( - search_results.distances[0] - if search_results.distances - else [0] * len(result_ids) - ) + result_distances = search_results.distances[0] if search_results.distances else [0] * len(result_ids) for knowledge_base_id, distance in zip(result_ids, result_distances): if knowledge_base_id in seen_ids: @@ -2006,9 +2234,7 @@ async def query_knowledge_bases( if len(top_results_heap) < count: heapq.heappush(top_results_heap, (distance, knowledge_base_id)) elif distance > top_results_heap[0][0]: - heapq.heapreplace( - top_results_heap, (distance, knowledge_base_id) - ) + heapq.heapreplace(top_results_heap, (distance, knowledge_base_id)) page_offset += page_size if len(accessible_knowledge_bases.items) < page_size: @@ -2021,22 +2247,22 @@ async def query_knowledge_bases( matching_knowledge_bases = [] for distance, knowledge_base_id in sorted_results: - knowledge_base = Knowledges.get_knowledge_by_id(knowledge_base_id) + knowledge_base = await Knowledges.get_knowledge_by_id(knowledge_base_id) if knowledge_base: matching_knowledge_bases.append( { - "id": knowledge_base.id, - "name": knowledge_base.name, - "description": knowledge_base.description or "", - "similarity": round(distance, 4), + 'id': knowledge_base.id, + 'name': knowledge_base.name, + 'description': knowledge_base.description or '', + 'similarity': round(distance, 4), } ) return json.dumps(matching_knowledge_bases, ensure_ascii=False) except Exception as e: - log.exception(f"query_knowledge_bases error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'query_knowledge_bases error: {e}') + return json.dumps({'error': str(e)}) # ============================================================================= @@ -2045,57 +2271,555 @@ async def query_knowledge_bases( async def view_skill( - name: str, + id: str, __request__: Request = None, __user__: dict = None, ) -> str: """ - Load the full instructions of a skill by its name from the available skills manifest. + Load the full instructions of a skill by its id from the available skills manifest. Use this when you need detailed instructions for a skill listed in . - :param name: The name of the skill to load (as shown in the manifest) + :param id: The id of the skill to load (as shown in the manifest) :return: The full skill instructions as markdown content """ if __request__ is None: - return json.dumps({"error": "Request context not available"}) + return json.dumps({'error': 'Request context not available'}) if not __user__: - return json.dumps({"error": "User context not available"}) + return json.dumps({'error': 'User context not available'}) try: from open_webui.models.skills import Skills from open_webui.models.access_grants import AccessGrants - user_id = __user__.get("id") + user_id = __user__.get('id') - # Direct DB lookup by unique name - skill = Skills.get_skill_by_name(name) + # Direct DB lookup by id (case-insensitive since IDs are stored lowercase) + skill = await Skills.get_skill_by_id(id.lower()) if not skill or not skill.is_active: - return json.dumps({"error": f"Skill '{name}' not found"}) + return json.dumps({'error': f"Skill '{id}' not found"}) # Check user access - user_role = __user__.get("role", "user") - if user_role != "admin" and skill.user_id != user_id: - user_group_ids = [ - group.id for group in Groups.get_groups_by_member_id(user_id) - ] - if not AccessGrants.has_access( + user_role = __user__.get('role', 'user') + if user_role != 'admin' and skill.user_id != user_id: + user_group_ids = [group.id for group in await Groups.get_groups_by_member_id(user_id)] + if not await AccessGrants.has_access( user_id=user_id, - resource_type="skill", + resource_type='skill', resource_id=skill.id, - permission="read", + permission='read', user_group_ids=set(user_group_ids), ): - return json.dumps({"error": "Access denied"}) + return json.dumps({'error': 'Access denied'}) return json.dumps( { - "name": skill.name, - "content": skill.content, + 'name': skill.name, + 'content': skill.content, }, ensure_ascii=False, ) except Exception as e: - log.exception(f"view_skill error: {e}") - return json.dumps({"error": str(e)}) + log.exception(f'view_skill error: {e}') + return json.dumps({'error': str(e)}) + + +# ============================================================================= +# TASK MANAGEMENT TOOLS +# ============================================================================= + +from pydantic import BaseModel, Field +from typing import Literal + +VALID_TASK_STATUSES = {'pending', 'in_progress', 'completed', 'cancelled'} + + +class TaskItem(BaseModel): + id: Optional[str] = Field(None, description='Unique identifier for the task. Auto-generated if omitted.') + content: Optional[str] = Field(None, description='Task description. Aliases: title, name, description.') + status: Literal['pending', 'in_progress', 'completed', 'cancelled'] = Field('pending', description='Task status.') + + +async def tasks( + tasks: Optional[list[TaskItem]] = None, + overwrite: bool = True, + __chat_id__: str = None, + __message_id__: str = None, + __event_emitter__: callable = None, + __request__: Request = None, + __user__: dict = None, +) -> str: + """ + Track progress on multi-step work by maintaining a task checklist. + Use this whenever a request involves multiple steps or could take + significant effort. Call to set the full list, then call again + with overwrite=false after completing each task to mark it + completed. Do not leave tasks in_progress when the work is done. + Each task has an id, content, and status (pending, in_progress, + completed, cancelled). + + :param tasks: Optional list of task items. Each item: id (string), content (string, required for new tasks), status (pending|in_progress|completed|cancelled). Leave empty to fetch without modifying. + :param overwrite: If true (default), replaces the entire task list. If false, updates/adds tasks by id while keeping existing ones. + :return: JSON with the full task list and summary counts + """ + if __chat_id__ is None: + return json.dumps({'error': 'Chat context not available'}) + + try: + + def _to_dict(task) -> dict: + """Convert TaskItem or dict to plain dict.""" + if hasattr(task, 'model_dump'): + d = task.model_dump(exclude_none=True) + # Include any extra fields the model sent + if hasattr(task, 'model_extra') and task.model_extra: + d.update(task.model_extra) + return d + return dict(task) if not isinstance(task, dict) else task + + def _resolve_content(d: dict) -> str: + """Accept content, title, name, or description as the task text.""" + for key in ('content', 'title', 'name', 'description'): + val = str(d.get(key, '')).strip() + if val: + return val + return '' + + def _resolve_id(d: dict, idx: int) -> str: + """Use provided id, or auto-generate from index.""" + item_id = str(d.get('id', '') or '').strip() + return item_id if item_id else str(idx + 1) + + if tasks is None: + # Read-only - return current list + all_tasks = await Chats.get_chat_tasks_by_id(__chat_id__) + elif overwrite: + # Full replacement - validate and write + all_tasks = [] + for idx, task in enumerate(tasks): + d = _to_dict(task) + item_id = _resolve_id(d, idx) + content = _resolve_content(d) + if not content: + continue + + status = str(d.get('status', 'pending')).strip().lower() + if status not in VALID_TASK_STATUSES: + status = 'pending' + + all_tasks.append( + { + 'id': item_id, + 'content': content, + 'status': status, + } + ) + else: + # Partial update - merge by id + existing_tasks = await Chats.get_chat_tasks_by_id(__chat_id__) + existing_by_id = {t['id']: t for t in existing_tasks} + + seen_ids = set() + for idx, task in enumerate(tasks): + d = _to_dict(task) + item_id = _resolve_id(d, len(existing_tasks) + idx) + + seen_ids.add(item_id) + + if item_id in existing_by_id: + resolved = _resolve_content(d) + if resolved: + existing_by_id[item_id]['content'] = resolved + status = str(d.get('status', '')).strip().lower() + if status and status in VALID_TASK_STATUSES: + existing_by_id[item_id]['status'] = status + else: + content = _resolve_content(d) + if not content: + continue + + status = str(d.get('status', 'pending')).strip().lower() + if status not in VALID_TASK_STATUSES: + status = 'pending' + + existing_by_id[item_id] = { + 'id': item_id, + 'content': content, + 'status': status, + } + + # Preserve order of existing, append new + all_tasks = [] + for t in existing_tasks: + if t['id'] in existing_by_id: + all_tasks.append(existing_by_id[t['id']]) + for item_id in seen_ids: + if not any(t['id'] == item_id for t in existing_tasks): + all_tasks.append(existing_by_id[item_id]) + + # Persist to DB and emit (skip for read-only) + if tasks is not None: + await Chats.update_chat_tasks_by_id(__chat_id__, all_tasks) + + if __event_emitter__: + await __event_emitter__( + { + 'type': 'chat:message:tasks', + 'data': { + 'tasks': all_tasks, + }, + } + ) + + # Build summary counts + pending = sum(1 for t in all_tasks if t['status'] == 'pending') + in_progress = sum(1 for t in all_tasks if t['status'] == 'in_progress') + completed = sum(1 for t in all_tasks if t['status'] == 'completed') + cancelled = sum(1 for t in all_tasks if t['status'] == 'cancelled') + + return json.dumps( + { + 'tasks': all_tasks, + 'summary': { + 'total': len(all_tasks), + 'pending': pending, + 'in_progress': in_progress, + 'completed': completed, + 'cancelled': cancelled, + }, + }, + ensure_ascii=False, + ) + except Exception as e: + log.exception(f'tasks error: {e}') + return json.dumps({'error': str(e)}) + + +# ============================================================================= +# AUTOMATION TOOLS +# ============================================================================= + + +async def create_automation( + name: str, + prompt: str, + rrule: str, + model_id: Optional[str] = None, + __request__: Request = None, + __user__: dict = None, + __metadata__: dict = None, +) -> str: + """ + Create a scheduled automation that runs a prompt on a recurring or one-time schedule. + Use this when the user wants to schedule a task to run automatically. + + The rrule parameter must be a valid iCalendar RRULE string. Common examples: + - Every day at 9am: "DTSTART:20250101T090000\\nRRULE:FREQ=DAILY" + - Every Monday at 8am: "DTSTART:20250106T080000\\nRRULE:FREQ=WEEKLY;BYDAY=MO" + - Every hour: "RRULE:FREQ=HOURLY;INTERVAL=1" + - Every 30 minutes: "RRULE:FREQ=MINUTELY;INTERVAL=30" + - Once at a specific time: "DTSTART:20250415T140000\\nRRULE:FREQ=DAILY;COUNT=1" + - First day of every month: "DTSTART:20250101T090000\\nRRULE:FREQ=MONTHLY;BYMONTHDAY=1" + + The DTSTART time should reflect the desired execution time. Use COUNT=1 for one-time automations. + + :param name: A short descriptive name for the automation + :param prompt: The prompt/instructions to execute on each run + :param rrule: An iCalendar RRULE string defining the schedule + :param model_id: Optional model ID to use. Defaults to the current chat model if omitted. + :return: JSON with the created automation details including id, next scheduled runs + """ + if __request__ is None: + return json.dumps({'error': 'Request context not available'}) + + if not __user__: + return json.dumps({'error': 'User context not available'}) + + try: + from open_webui.models.automations import Automations, AutomationForm, AutomationData + from open_webui.models.users import Users + from open_webui.utils.automations import validate_rrule, next_run_ns, next_n_runs_ns + + user_id = __user__.get('id') + user = await Users.get_user_by_id(user_id) + if not user: + return json.dumps({'error': 'User not found'}) + + # Default to current chat's model if not specified + if not model_id: + model_id = (__metadata__ or {}).get('model_id') or (__metadata__ or {}).get('model') + if not model_id: + return json.dumps({'error': 'model_id is required (could not detect current model)'}) + + # Validate the RRULE + try: + validate_rrule(rrule) + except ValueError as e: + return json.dumps({'error': f'Invalid schedule: {e}'}) + + tz = user.timezone + form = AutomationForm( + name=name, + data=AutomationData( + prompt=prompt, + model_id=model_id, + rrule=rrule, + ), + is_active=True, + ) + + automation = await Automations.insert(user_id, form, next_run_ns(rrule, tz=tz)) + + return json.dumps( + { + 'status': 'success', + 'id': automation.id, + 'name': automation.name, + 'model_id': model_id, + 'is_active': automation.is_active, + 'next_runs': next_n_runs_ns(rrule, tz=tz), + }, + ensure_ascii=False, + ) + except Exception as e: + log.exception(f'create_automation error: {e}') + return json.dumps({'error': str(e)}) + + +async def update_automation( + automation_id: str, + name: Optional[str] = None, + prompt: Optional[str] = None, + rrule: Optional[str] = None, + model_id: Optional[str] = None, + __request__: Request = None, + __user__: dict = None, +) -> str: + """ + Update an existing automation. Only the provided fields are changed; omitted fields stay the same. + + :param automation_id: The ID of the automation to update + :param name: New name for the automation (optional) + :param prompt: New prompt/instructions (optional) + :param rrule: New iCalendar RRULE schedule string (optional). See create_automation for format examples. + :param model_id: New model ID to use (optional) + :return: JSON with the updated automation details + """ + if __request__ is None: + return json.dumps({'error': 'Request context not available'}) + + if not __user__: + return json.dumps({'error': 'User context not available'}) + + try: + from open_webui.models.automations import Automations, AutomationForm, AutomationData + from open_webui.models.users import Users + from open_webui.utils.automations import validate_rrule, next_run_ns, next_n_runs_ns + + user_id = __user__.get('id') + user = await Users.get_user_by_id(user_id) + + automation = await Automations.get_by_id(automation_id) + if not automation: + return json.dumps({'error': 'Automation not found'}) + if automation.user_id != user_id: + return json.dumps({'error': 'Access denied'}) + + # Merge provided fields with existing values + new_name = name if name is not None else automation.name + new_prompt = prompt if prompt is not None else automation.data.get('prompt', '') + new_model_id = model_id if model_id is not None else automation.data.get('model_id', '') + new_rrule = rrule if rrule is not None else automation.data.get('rrule', '') + + # Validate RRULE if changed + if rrule is not None: + try: + validate_rrule(new_rrule) + except ValueError as e: + return json.dumps({'error': f'Invalid schedule: {e}'}) + + tz = user.timezone if user else None + form = AutomationForm( + name=new_name, + data=AutomationData( + prompt=new_prompt, + model_id=new_model_id, + rrule=new_rrule, + ), + is_active=automation.is_active, + ) + + updated = await Automations.update(automation_id, form, next_run_ns(new_rrule, tz=tz)) + + return json.dumps( + { + 'status': 'success', + 'id': updated.id, + 'name': updated.name, + 'model_id': new_model_id, + 'is_active': updated.is_active, + 'next_runs': next_n_runs_ns(new_rrule, tz=tz), + }, + ensure_ascii=False, + ) + except Exception as e: + log.exception(f'update_automation error: {e}') + return json.dumps({'error': str(e)}) + + +async def list_automations( + status: Optional[str] = None, + count: int = 10, + __request__: Request = None, + __user__: dict = None, +) -> str: + """ + List the user's scheduled automations. + + :param status: Filter by status: "active", "paused", or omit for all + :param count: Maximum number of automations to return (default: 10) + :return: JSON list of automations with id, name, prompt snippet, schedule, status, and next runs + """ + if __request__ is None: + return json.dumps({'error': 'Request context not available'}) + + if not __user__: + return json.dumps({'error': 'User context not available'}) + + try: + from open_webui.models.automations import Automations + from open_webui.models.users import Users + from open_webui.utils.automations import next_n_runs_ns + + user_id = __user__.get('id') + user = await Users.get_user_by_id(user_id) + + result = await Automations.search_automations( + user_id=user_id, + status=status, + skip=0, + limit=count, + ) + + automations = [] + for item in result.items: + rrule = item.data.get('rrule', '') + prompt_text = item.data.get('prompt', '') + snippet = prompt_text[:100] + ('...' if len(prompt_text) > 100 else '') + + automations.append( + { + 'id': item.id, + 'name': item.name, + 'prompt_snippet': snippet, + 'model_id': item.data.get('model_id', ''), + 'rrule': rrule, + 'is_active': item.is_active, + 'last_run_at': item.last_run_at, + 'next_runs': next_n_runs_ns(rrule, tz=user.timezone if user else None), + } + ) + + return json.dumps( + {'automations': automations, 'total': result.total}, + ensure_ascii=False, + ) + except Exception as e: + log.exception(f'list_automations error: {e}') + return json.dumps({'error': str(e)}) + + +async def toggle_automation( + automation_id: str, + __request__: Request = None, + __user__: dict = None, +) -> str: + """ + Pause or resume a scheduled automation. If active, it will be paused. If paused, it will be resumed. + + :param automation_id: The ID of the automation to toggle + :return: JSON with the updated automation status + """ + if __request__ is None: + return json.dumps({'error': 'Request context not available'}) + + if not __user__: + return json.dumps({'error': 'User context not available'}) + + try: + from open_webui.models.automations import Automations + from open_webui.models.users import Users + from open_webui.utils.automations import next_run_ns + + user_id = __user__.get('id') + user = await Users.get_user_by_id(user_id) + + automation = await Automations.get_by_id(automation_id) + if not automation: + return json.dumps({'error': 'Automation not found'}) + if automation.user_id != user_id: + return json.dumps({'error': 'Access denied'}) + + rrule = automation.data.get('rrule', '') + toggled = await Automations.toggle( + automation_id, + next_run_ns(rrule, tz=user.timezone if user else None), + ) + + return json.dumps( + { + 'status': 'success', + 'id': toggled.id, + 'name': toggled.name, + 'is_active': toggled.is_active, + }, + ensure_ascii=False, + ) + except Exception as e: + log.exception(f'toggle_automation error: {e}') + return json.dumps({'error': str(e)}) + + +async def delete_automation( + automation_id: str, + __request__: Request = None, + __user__: dict = None, +) -> str: + """ + Delete a scheduled automation and all its run history. + + :param automation_id: The ID of the automation to delete + :return: JSON confirming the automation was deleted + """ + if __request__ is None: + return json.dumps({'error': 'Request context not available'}) + + if not __user__: + return json.dumps({'error': 'User context not available'}) + + try: + from open_webui.models.automations import Automations, AutomationRuns + + user_id = __user__.get('id') + + automation = await Automations.get_by_id(automation_id) + if not automation: + return json.dumps({'error': 'Automation not found'}) + if automation.user_id != user_id: + return json.dumps({'error': 'Access denied'}) + + name = automation.name + await AutomationRuns.delete_by_automation(automation_id) + await Automations.delete(automation_id) + + return json.dumps( + { + 'status': 'success', + 'message': f'Automation "{name}" deleted', + }, + ensure_ascii=False, + ) + except Exception as e: + log.exception(f'delete_automation error: {e}') + return json.dumps({'error': str(e)}) diff --git a/backend/open_webui/utils/access_control/__init__.py b/backend/open_webui/utils/access_control/__init__.py index a228bbd6a8..41c888d441 100644 --- a/backend/open_webui/utils/access_control/__init__.py +++ b/backend/open_webui/utils/access_control/__init__.py @@ -1,15 +1,20 @@ -from typing import Optional, Set, Union, List, Dict, Any -from open_webui.models.users import Users, UserModel -from open_webui.models.groups import Groups - - -from open_webui.config import DEFAULT_USER_PERMISSIONS import json +from typing import Any + +from open_webui.models.users import UserModel +from open_webui.models.groups import Groups +from open_webui.models.access_grants import ( + has_public_read_access_grant, + has_public_write_access_grant, + has_user_access_grant, + strip_user_access_grants, +) +from open_webui.config import DEFAULT_USER_PERMISSIONS + +from sqlalchemy.ext.asyncio import AsyncSession -def fill_missing_permissions( - permissions: Dict[str, Any], default_permissions: Dict[str, Any] -) -> Dict[str, Any]: +def fill_missing_permissions(permissions: dict[str, Any], default_permissions: dict[str, Any]) -> dict[str, Any]: """ Recursively fills in missing properties in the permissions dictionary using the default permissions as a template. @@ -17,28 +22,24 @@ def fill_missing_permissions( for key, value in default_permissions.items(): if key not in permissions: permissions[key] = value - elif isinstance(value, dict) and isinstance( - permissions[key], dict - ): # Both are nested dictionaries + elif isinstance(value, dict) and isinstance(permissions[key], dict): # Both are nested dictionaries permissions[key] = fill_missing_permissions(permissions[key], value) return permissions -def get_permissions( +async def get_permissions( user_id: str, - default_permissions: Dict[str, Any], - db: Optional[Any] = None, -) -> Dict[str, Any]: + default_permissions: dict[str, Any], + db: AsyncSession | None = None, +) -> dict[str, Any]: """ Get all permissions for a user by combining the permissions of all groups the user is a member of. If a permission is defined in multiple groups, the most permissive value is used (True > False). Permissions are nested in a dict with the permission key as the key and a boolean as the value. """ - def combine_permissions( - permissions: Dict[str, Any], group_permissions: Dict[str, Any] - ) -> Dict[str, Any]: + def combine_permissions(permissions: dict[str, Any], group_permissions: dict[str, Any]) -> dict[str, Any]: """Combine permissions from multiple groups by taking the most permissive value.""" for key, value in group_permissions.items(): if isinstance(value, dict): @@ -49,12 +50,10 @@ def get_permissions( if key not in permissions: permissions[key] = value else: - permissions[key] = ( - permissions[key] or value - ) # Use the most permissive value (True > False) + permissions[key] = permissions[key] or value # Use the most permissive value (True > False) return permissions - user_groups = Groups.get_groups_by_member_id(user_id, db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) # Deep copy default permissions to avoid modifying the original dict permissions = json.loads(json.dumps(default_permissions)) @@ -69,11 +68,11 @@ def get_permissions( return permissions -def has_permission( +async def has_permission( user_id: str, permission_key: str, - default_permissions: Dict[str, Any] = {}, - db: Optional[Any] = None, + default_permissions: dict[str, Any] = {}, + db: AsyncSession | None = None, ) -> bool: """ Check if a user has a specific permission by checking the group permissions @@ -82,7 +81,7 @@ def has_permission( Permission keys can be hierarchical and separated by dots ('.'). """ - def get_permission(permissions: Dict[str, Any], keys: List[str]) -> bool: + def get_permission(permissions: dict[str, Any], keys: list[str]) -> bool: """Traverse permissions dict using a list of keys (from dot-split permission_key).""" for key in keys: if key not in permissions: @@ -91,28 +90,26 @@ def has_permission( return bool(permissions) # Return the boolean at the final level - permission_hierarchy = permission_key.split(".") + permission_hierarchy = permission_key.split('.') # Retrieve user group permissions - user_groups = Groups.get_groups_by_member_id(user_id, db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) for group in user_groups: if get_permission(group.permissions or {}, permission_hierarchy): return True # Check default permissions afterward if the group permissions don't allow it - default_permissions = fill_missing_permissions( - default_permissions, DEFAULT_USER_PERMISSIONS - ) + default_permissions = fill_missing_permissions(default_permissions, DEFAULT_USER_PERMISSIONS) return get_permission(default_permissions, permission_hierarchy) -def has_access( +async def has_access( user_id: str, - permission: str = "read", - access_grants: Optional[list] = None, - user_group_ids: Optional[Set[str]] = None, - db: Optional[Any] = None, + permission: str = 'read', + access_grants: list | None = None, + user_group_ids: set[str] | None = None, + db: AsyncSession | None = None, ) -> bool: """ Check if a user has the specified permission using an in-memory access_grants list. @@ -129,34 +126,28 @@ def has_access( return False if user_group_ids is None: - user_groups = Groups.get_groups_by_member_id(user_id, db=db) + user_groups = await Groups.get_groups_by_member_id(user_id, db=db) user_group_ids = {group.id for group in user_groups} for grant in access_grants: if not isinstance(grant, dict): continue - if grant.get("permission") != permission: + if grant.get('permission') != permission: continue - principal_type = grant.get("principal_type") - principal_id = grant.get("principal_id") - if principal_type == "user" and ( - principal_id == "*" or principal_id == user_id - ): + principal_type = grant.get('principal_type') + principal_id = grant.get('principal_id') + if principal_type == 'user' and (principal_id == '*' or principal_id == user_id): return True - if ( - principal_type == "group" - and user_group_ids - and principal_id in user_group_ids - ): + if principal_type == 'group' and user_group_ids and principal_id in user_group_ids: return True return False -def has_connection_access( +async def has_connection_access( user: UserModel, connection: dict, - user_group_ids: Optional[Set[str]] = None, + user_group_ids: set[str] | None = None, ) -> bool: """ Check if a user can access a server connection (tool server, terminal, etc.) @@ -168,19 +159,17 @@ def has_connection_access( """ from open_webui.config import BYPASS_ADMIN_ACCESS_CONTROL - if user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL: + if user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL: return True if user_group_ids is None: - user_group_ids = {group.id for group in Groups.get_groups_by_member_id(user.id)} + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id)} - access_grants = (connection.get("config") or {}).get("access_grants", []) - return has_access(user.id, "read", access_grants, user_group_ids) + access_grants = (connection.get('config') or {}).get('access_grants', []) + return await has_access(user.id, 'read', access_grants, user_group_ids) -def migrate_access_control( - data: dict, ac_key: str = "access_control", grants_key: str = "access_grants" -) -> None: +def migrate_access_control(data: dict, ac_key: str = 'access_control', grants_key: str = 'access_grants') -> None: """ Auto-migrate a config dict in-place from legacy access_control dict to access_grants list. @@ -194,26 +183,26 @@ def migrate_access_control( if access_control is None and ac_key not in data: return - grants: List[Dict[str, str]] = [] + grants: list[dict[str, str]] = [] if access_control and isinstance(access_control, dict): - for perm in ["read", "write"]: + for perm in ['read', 'write']: perm_data = access_control.get(perm, {}) if not perm_data: continue - for group_id in perm_data.get("group_ids", []): + for group_id in perm_data.get('group_ids', []): grants.append( { - "principal_type": "group", - "principal_id": group_id, - "permission": perm, + 'principal_type': 'group', + 'principal_id': group_id, + 'permission': perm, } ) - for uid in perm_data.get("user_ids", []): + for uid in perm_data.get('user_ids', []): grants.append( { - "principal_type": "user", - "principal_id": uid, - "permission": perm, + 'principal_type': 'user', + 'principal_id': uid, + 'permission': perm, } ) @@ -221,30 +210,25 @@ def migrate_access_control( data.pop(ac_key, None) -from open_webui.models.access_grants import ( - has_public_read_access_grant, - has_user_access_grant, - strip_user_access_grants, -) - - -def filter_allowed_access_grants( - default_permissions: Dict[str, Any], +async def filter_allowed_access_grants( + default_permissions: dict[str, Any], user_id: str, user_role: str, access_grants: list, public_permission_key: str, - db: Optional[Any] = None, + db: AsyncSession | None = None, ) -> list: """ Checks if the user has the required permissions to grant access to a resource. Returns the filtered list of access grants if permissions are missing. """ - if user_role == "admin" or not access_grants: + if user_role == 'admin' or not access_grants: return access_grants # Check if user can share publicly - if has_public_read_access_grant(access_grants) and not has_permission( + if ( + has_public_read_access_grant(access_grants) or has_public_write_access_grant(access_grants) + ) and not await has_permission( user_id, public_permission_key, default_permissions, @@ -254,28 +238,64 @@ def filter_allowed_access_grants( grant for grant in access_grants if not ( - ( - grant.get("principal_type") - if isinstance(grant, dict) - else getattr(grant, "principal_type", None) - ) - == "user" - and ( - grant.get("principal_id") - if isinstance(grant, dict) - else getattr(grant, "principal_id", None) - ) - == "*" + (grant.get('principal_type') if isinstance(grant, dict) else getattr(grant, 'principal_type', None)) + == 'user' + and (grant.get('principal_id') if isinstance(grant, dict) else getattr(grant, 'principal_id', None)) + == '*' ) ] # Strip individual user sharing if user lacks permission - if has_user_access_grant(access_grants) and not has_permission( + if has_user_access_grant(access_grants) and not await has_permission( user_id, - "access_grants.allow_users", + 'access_grants.allow_users', default_permissions, db=db, ): access_grants = strip_user_access_grants(access_grants) return access_grants + + +async def check_model_access( + user: UserModel, + model_info, + bypass_filter: bool = False, +) -> None: + """ + Enforce per-model read access for the given user. + + Raises HTTPException(403) if the user is not authorized. + Does nothing if bypass_filter is True. + + Args: + user: The authenticated user. + model_info: The model record from await Models.get_model_by_id(), + or None if the model is not registered. + bypass_filter: If True, skip all access checks (used by + internal callers and BYPASS_MODEL_ACCESS_CONTROL). + """ + from fastapi import HTTPException + + if bypass_filter: + return + + if model_info: + if user.role == 'user': + from open_webui.models.access_grants import AccessGrants + + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id)} + if not ( + user.id == model_info.user_id + or await AccessGrants.has_access( + user_id=user.id, + resource_type='model', + resource_id=model_info.id, + permission='read', + user_group_ids=user_group_ids, + ) + ): + raise HTTPException(status_code=403, detail='Model not found') + else: + if user.role != 'admin': + raise HTTPException(status_code=403, detail='Model not found') diff --git a/backend/open_webui/utils/access_control/files.py b/backend/open_webui/utils/access_control/files.py index e3d52b0f55..5e7efb5b26 100644 --- a/backend/open_webui/utils/access_control/files.py +++ b/backend/open_webui/utils/access_control/files.py @@ -1,5 +1,4 @@ import logging -from typing import Optional, Any from open_webui.models.users import UserModel from open_webui.models.files import Files @@ -10,14 +9,16 @@ from open_webui.models.groups import Groups from open_webui.models.models import Models from open_webui.models.access_grants import AccessGrants +from sqlalchemy.ext.asyncio import AsyncSession + log = logging.getLogger(__name__) -def has_access_to_file( - file_id: Optional[str], +async def has_access_to_file( + file_id: str | None, access_type: str, user: UserModel, - db: Optional[Any] = None, + db: AsyncSession | None = None, ) -> bool: """ Check if a user has the specified access to a file through any of: @@ -29,8 +30,8 @@ def has_access_to_file( NOTE: This does NOT check direct file ownership — callers should check file.user_id == user.id separately before calling this. """ - file = Files.get_file_by_id(file_id, db=db) - log.debug(f"Checking if user has {access_type} access to file") + file = await Files.get_file_by_id(file_id, db=db) + log.debug(f'Checking if user has {access_type} access to file') if not file: return False @@ -39,14 +40,12 @@ def has_access_to_file( return True # Check if the file is associated with any knowledge bases the user has access to - knowledge_bases = Knowledges.get_knowledges_by_file_id(file_id, db=db) - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id, db=db) - } + knowledge_bases = await Knowledges.get_knowledges_by_file_id(file_id, db=db) + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id, db=db)} for knowledge_base in knowledge_bases: - if knowledge_base.user_id == user.id or AccessGrants.has_access( + if knowledge_base.user_id == user.id or await AccessGrants.has_access( user_id=user.id, - resource_type="knowledge", + resource_type='knowledge', resource_id=knowledge_base.id, permission=access_type, user_group_ids=user_group_ids, @@ -54,35 +53,29 @@ def has_access_to_file( ): return True - knowledge_base_id = file.meta.get("collection_name") if file.meta else None + knowledge_base_id = file.meta.get('collection_name') if file.meta else None if knowledge_base_id: - knowledge_bases = Knowledges.get_knowledge_bases_by_user_id( - user.id, access_type, db=db - ) + knowledge_bases = await Knowledges.get_knowledge_bases_by_user_id(user.id, access_type, db=db) for knowledge_base in knowledge_bases: if knowledge_base.id == knowledge_base_id: return True # Check if the file is associated with any channels the user has access to - channels = Channels.get_channels_by_file_id_and_user_id(file_id, user.id, db=db) - if access_type == "read" and channels: + channels = await Channels.get_channels_by_file_id_and_user_id(file_id, user.id, db=db) + if access_type == 'read' and channels: return True # Check if the file is associated with any chats the user has access to # TODO: Granular access control for chats - chats = Chats.get_shared_chats_by_file_id(file_id, db=db) + chats = await Chats.get_shared_chats_by_file_id(file_id, db=db) if chats: return True # Check if the file is directly attached to a shared workspace model - for model in Models.get_models_by_user_id(user.id, permission=access_type, db=db): - knowledge_items = getattr(model.meta, "knowledge", None) or [] + for model in await Models.get_models_by_user_id(user.id, permission=access_type, db=db): + knowledge_items = getattr(model.meta, 'knowledge', None) or [] for item in knowledge_items: - if ( - isinstance(item, dict) - and item.get("type") == "file" - and item.get("id") == file.id - ): + if isinstance(item, dict) and item.get('type') == 'file' and item.get('id') == file.id: return True return False diff --git a/backend/open_webui/utils/actions.py b/backend/open_webui/utils/actions.py index 0b4b817f0a..7b1789580b 100644 --- a/backend/open_webui/utils/actions.py +++ b/backend/open_webui/utils/actions.py @@ -21,70 +21,70 @@ log = logging.getLogger(__name__) async def chat_action(request: Request, action_id: str, form_data: dict, user: Any): - if "." in action_id: - action_id, sub_action_id = action_id.split(".") + if '.' in action_id: + action_id, sub_action_id = action_id.split('.') else: sub_action_id = None - action = Functions.get_function_by_id(action_id) + action = await Functions.get_function_by_id(action_id) if not action: - raise Exception(f"Action not found: {action_id}") + raise Exception(f'Action not found: {action_id}') if not request.app.state.MODELS: await get_all_models(request, user=user) - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS data = form_data - model_id = data["model"] + model_id = data['model'] if model_id not in models: - raise Exception("Model not found") + raise Exception('Model not found') model = models[model_id] - __event_emitter__ = get_event_emitter( + __event_emitter__ = await get_event_emitter( { - "chat_id": data["chat_id"], - "message_id": data["id"], - "session_id": data["session_id"], - "user_id": user.id, + 'chat_id': data['chat_id'], + 'message_id': data['id'], + 'session_id': data['session_id'], + 'user_id': user.id, } ) - __event_call__ = get_event_call( + __event_call__ = await get_event_call( { - "chat_id": data["chat_id"], - "message_id": data["id"], - "session_id": data["session_id"], - "user_id": user.id, + 'chat_id': data['chat_id'], + 'message_id': data['id'], + 'session_id': data['session_id'], + 'user_id': user.id, } ) - function_module, _, _ = get_function_module_from_cache(request, action_id) + function_module, _, _ = await get_function_module_from_cache(request, action_id) - if hasattr(function_module, "valves") and hasattr(function_module, "Valves"): - valves = Functions.get_function_valves_by_id(action_id) + if hasattr(function_module, 'valves') and hasattr(function_module, 'Valves'): + valves = await Functions.get_function_valves_by_id(action_id) function_module.valves = function_module.Valves(**(valves if valves else {})) - if hasattr(function_module, "action"): + if hasattr(function_module, 'action'): try: action = function_module.action # Get the signature of the function sig = inspect.signature(action) - params = {"body": data} + params = {'body': data} # Extra parameters to be passed to the function extra_params = { - "__model__": model, - "__id__": sub_action_id if sub_action_id is not None else action_id, - "__event_emitter__": __event_emitter__, - "__event_call__": __event_call__, - "__request__": request, + '__model__': model, + '__id__': sub_action_id if sub_action_id is not None else action_id, + '__event_emitter__': __event_emitter__, + '__event_call__': __event_call__, + '__request__': request, } # Add extra params in contained in function signature @@ -92,20 +92,18 @@ async def chat_action(request: Request, action_id: str, form_data: dict, user: A if key in sig.parameters: params[key] = value - if "__user__" in sig.parameters: + if '__user__' in sig.parameters: __user__ = user.model_dump() if isinstance(user, UserModel) else {} try: - if hasattr(function_module, "UserValves"): - __user__["valves"] = function_module.UserValves( - **Functions.get_user_valves_by_id_and_user_id( - action_id, user.id - ) + if hasattr(function_module, 'UserValves'): + __user__['valves'] = function_module.UserValves( + **await Functions.get_user_valves_by_id_and_user_id(action_id, user.id) ) except Exception as e: - log.exception(f"Failed to get user values: {e}") + log.exception(f'Failed to get user values: {e}') - params = {**params, "__user__": __user__} + params = {**params, '__user__': __user__} if inspect.iscoroutinefunction(action): data = await action(**params) @@ -113,19 +111,19 @@ async def chat_action(request: Request, action_id: str, form_data: dict, user: A data = action(**params) # Process action result for Rich UI embeds (HTMLResponse, tuple with headers) - processed_result, _, action_embeds = process_tool_result( + processed_result, _, action_embeds = await process_tool_result( request, action_id, data, - "action", + 'action', ) if action_embeds: await __event_emitter__( { - "type": "embeds", - "data": { - "embeds": action_embeds, + 'type': 'embeds', + 'data': { + 'embeds': action_embeds, }, } ) @@ -134,6 +132,6 @@ async def chat_action(request: Request, action_id: str, form_data: dict, user: A data = processed_result except Exception as e: - raise Exception(f"Error: {e}") + raise Exception(f'Error: {e}') return data diff --git a/backend/open_webui/utils/anthropic.py b/backend/open_webui/utils/anthropic.py index 736f7238bc..5ba4099fb4 100644 --- a/backend/open_webui/utils/anthropic.py +++ b/backend/open_webui/utils/anthropic.py @@ -16,7 +16,7 @@ log = logging.getLogger(__name__) def is_anthropic_url(url: str) -> bool: """Check if the URL is an Anthropic API endpoint.""" - return "api.anthropic.com" in url + return 'api.anthropic.com' in url async def get_anthropic_models(url: str, key: str, user: UserModel = None) -> dict: @@ -31,56 +31,56 @@ async def get_anthropic_models(url: str, key: str, user: UserModel = None) -> di try: async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: headers = { - "x-api-key": key, - "anthropic-version": "2023-06-01", + 'x-api-key': key, + 'anthropic-version': '2023-06-01', } if ENABLE_FORWARD_USER_INFO_HEADERS and user: headers = include_user_info_headers(headers, user) while True: - params = {"limit": 1000} + params = {'limit': 1000} if after_id: - params["after_id"] = after_id + params['after_id'] = after_id async with session.get( - f"{url}/models", + f'{url}/models', headers=headers, params=params, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: if response.status != 200: - error_detail = f"HTTP Error: {response.status}" + error_detail = f'HTTP Error: {response.status}' try: res = await response.json() - if "error" in res: - error_detail = f"External Error: {res['error']}" + if 'error' in res: + error_detail = f'External Error: {res["error"]}' except Exception: pass - return {"object": "list", "data": [], "error": error_detail} + return {'object': 'list', 'data': [], 'error': error_detail} data = await response.json() - for model in data.get("data", []): + for model in data.get('data', []): all_models.append( { - "id": model.get("id"), - "object": "model", - "created": 0, - "owned_by": "anthropic", - "name": model.get("display_name", model.get("id")), + 'id': model.get('id'), + 'object': 'model', + 'created': 0, + 'owned_by': 'anthropic', + 'name': model.get('display_name', model.get('id')), } ) - if not data.get("has_more", False): + if not data.get('has_more', False): break - after_id = data.get("last_id") + after_id = data.get('last_id') except Exception as e: - log.error(f"Anthropic connection error: {e}") + log.error(f'Anthropic connection error: {e}') return None - return {"object": "list", "data": all_models} + return {'object': 'list', 'data': all_models} ############################## @@ -102,245 +102,241 @@ def convert_anthropic_to_openai_payload(anthropic_payload: dict) -> dict: openai_payload = {} # Model - openai_payload["model"] = anthropic_payload.get("model", "") + openai_payload['model'] = anthropic_payload.get('model', '') # Build messages list messages = [] # System prompt (Anthropic has it as top-level, OpenAI as a system message) - system = anthropic_payload.get("system") + system = anthropic_payload.get('system') if system: if isinstance(system, str): - messages.append({"role": "system", "content": system}) + messages.append({'role': 'system', 'content': system}) elif isinstance(system, list): # Anthropic supports system as list of content blocks text_parts = [] for block in system: - if isinstance(block, dict) and block.get("type") == "text": - text_parts.append(block.get("text", "")) + if isinstance(block, dict) and block.get('type') == 'text': + text_parts.append(block.get('text', '')) elif isinstance(block, str): text_parts.append(block) - messages.append({"role": "system", "content": "\n".join(text_parts)}) + messages.append({'role': 'system', 'content': '\n'.join(text_parts)}) # Convert messages - for msg in anthropic_payload.get("messages", []): - role = msg.get("role", "user") - content = msg.get("content") + for msg in anthropic_payload.get('messages', []): + role = msg.get('role', 'user') + content = msg.get('content') if isinstance(content, str): - messages.append({"role": role, "content": content}) + messages.append({'role': role, 'content': content}) elif isinstance(content, list): # Convert Anthropic content blocks to OpenAI format openai_content = [] tool_calls = [] for block in content: - block_type = block.get("type", "text") + block_type = block.get('type', 'text') - if block_type == "text": + if block_type == 'text': openai_content.append( { - "type": "text", - "text": block.get("text", ""), + 'type': 'text', + 'text': block.get('text', ''), } ) - elif block_type == "image": - source = block.get("source", {}) - if source.get("type") == "base64": - media_type = source.get("media_type", "image/png") - data = source.get("data", "") + elif block_type == 'image': + source = block.get('source', {}) + if source.get('type') == 'base64': + media_type = source.get('media_type', 'image/png') + data = source.get('data', '') openai_content.append( { - "type": "image_url", - "image_url": { - "url": f"data:{media_type};base64,{data}", + 'type': 'image_url', + 'image_url': { + 'url': f'data:{media_type};base64,{data}', }, } ) - elif source.get("type") == "url": + elif source.get('type') == 'url': openai_content.append( { - "type": "image_url", - "image_url": {"url": source.get("url", "")}, + 'type': 'image_url', + 'image_url': {'url': source.get('url', '')}, } ) - elif block_type == "tool_use": + elif block_type == 'tool_use': tool_calls.append( { - "id": block.get("id", ""), - "type": "function", - "function": { - "name": block.get("name", ""), - "arguments": ( - json.dumps(block.get("input", {})) - if isinstance(block.get("input"), dict) - else str(block.get("input", "{}")) + 'id': block.get('id', ''), + 'type': 'function', + 'function': { + 'name': block.get('name', ''), + 'arguments': ( + json.dumps(block.get('input', {})) + if isinstance(block.get('input'), dict) + else str(block.get('input', '{}')) ), }, } ) - elif block_type == "tool_result": + elif block_type == 'tool_result': # Tool results become separate tool messages in OpenAI format - tool_content = block.get("content", "") + tool_content = block.get('content', '') if isinstance(tool_content, list): tool_text_parts = [] for tc in tool_content: - if isinstance(tc, dict) and tc.get("type") == "text": - tool_text_parts.append(tc.get("text", "")) - tool_content = "\n".join(tool_text_parts) + if isinstance(tc, dict) and tc.get('type') == 'text': + tool_text_parts.append(tc.get('text', '')) + tool_content = '\n'.join(tool_text_parts) # Propagate error status if present - if block.get("is_error"): - tool_content = f"Error: {tool_content}" + if block.get('is_error'): + tool_content = f'Error: {tool_content}' messages.append( { - "role": "tool", - "tool_call_id": block.get("tool_use_id", ""), - "content": tool_content, + 'role': 'tool', + 'tool_call_id': block.get('tool_use_id', ''), + 'content': tool_content, } ) # Build the message if tool_calls: # Assistant message with tool calls - msg_dict = {"role": role} + msg_dict = {'role': role} if openai_content: # If there's only text, flatten it - if len(openai_content) == 1 and openai_content[0]["type"] == "text": - msg_dict["content"] = openai_content[0]["text"] + if len(openai_content) == 1 and openai_content[0]['type'] == 'text': + msg_dict['content'] = openai_content[0]['text'] else: - msg_dict["content"] = openai_content + msg_dict['content'] = openai_content else: - msg_dict["content"] = "" - msg_dict["tool_calls"] = tool_calls + msg_dict['content'] = '' + msg_dict['tool_calls'] = tool_calls messages.append(msg_dict) elif openai_content: # If there's only a single text block, flatten it to a string - if len(openai_content) == 1 and openai_content[0]["type"] == "text": - messages.append( - {"role": role, "content": openai_content[0]["text"]} - ) + if len(openai_content) == 1 and openai_content[0]['type'] == 'text': + messages.append({'role': role, 'content': openai_content[0]['text']}) else: - messages.append({"role": role, "content": openai_content}) + messages.append({'role': role, 'content': openai_content}) else: - messages.append({"role": role, "content": str(content) if content else ""}) + messages.append({'role': role, 'content': str(content) if content else ''}) - openai_payload["messages"] = messages + openai_payload['messages'] = messages # max_tokens - if "max_tokens" in anthropic_payload: - openai_payload["max_tokens"] = anthropic_payload["max_tokens"] + if 'max_tokens' in anthropic_payload: + openai_payload['max_tokens'] = anthropic_payload['max_tokens'] # Common parameters - for param in ("temperature", "top_p", "stop_sequences", "stream"): + for param in ('temperature', 'top_p', 'stop_sequences', 'stream'): if param in anthropic_payload: - if param == "stop_sequences": - openai_payload["stop"] = anthropic_payload[param] + if param == 'stop_sequences': + openai_payload['stop'] = anthropic_payload[param] else: openai_payload[param] = anthropic_payload[param] # Tools conversion: Anthropic → OpenAI - if "tools" in anthropic_payload: + if 'tools' in anthropic_payload: openai_tools = [] - for tool in anthropic_payload["tools"]: + for tool in anthropic_payload['tools']: openai_tools.append( { - "type": "function", - "function": { - "name": tool.get("name", ""), - "description": tool.get("description", ""), - "parameters": tool.get("input_schema", {}), + 'type': 'function', + 'function': { + 'name': tool.get('name', ''), + 'description': tool.get('description', ''), + 'parameters': tool.get('input_schema', {}), }, } ) - openai_payload["tools"] = openai_tools + openai_payload['tools'] = openai_tools # tool_choice - if "tool_choice" in anthropic_payload: - tc = anthropic_payload["tool_choice"] + if 'tool_choice' in anthropic_payload: + tc = anthropic_payload['tool_choice'] if isinstance(tc, dict): - tc_type = tc.get("type", "auto") - if tc_type == "auto": - openai_payload["tool_choice"] = "auto" - elif tc_type == "any": - openai_payload["tool_choice"] = "required" - elif tc_type == "tool": - openai_payload["tool_choice"] = { - "type": "function", - "function": {"name": tc.get("name", "")}, + tc_type = tc.get('type', 'auto') + if tc_type == 'auto': + openai_payload['tool_choice'] = 'auto' + elif tc_type == 'any': + openai_payload['tool_choice'] = 'required' + elif tc_type == 'tool': + openai_payload['tool_choice'] = { + 'type': 'function', + 'function': {'name': tc.get('name', '')}, } return openai_payload -def convert_openai_to_anthropic_response( - openai_response: dict, model: str = "" -) -> dict: +def convert_openai_to_anthropic_response(openai_response: dict, model: str = '') -> dict: """ Convert a non-streaming OpenAI Chat Completions response to Anthropic Messages format. """ import uuid as _uuid choice = {} - if openai_response.get("choices"): - choice = openai_response["choices"][0] + if openai_response.get('choices'): + choice = openai_response['choices'][0] - message = choice.get("message", {}) - finish_reason = choice.get("finish_reason", "stop") + message = choice.get('message', {}) + finish_reason = choice.get('finish_reason', 'stop') # Map finish_reason to stop_reason stop_reason_map = { - "stop": "end_turn", - "length": "max_tokens", - "tool_calls": "tool_use", - "content_filter": "end_turn", + 'stop': 'end_turn', + 'length': 'max_tokens', + 'tool_calls': 'tool_use', + 'content_filter': 'end_turn', } - stop_reason = stop_reason_map.get(finish_reason, "end_turn") + stop_reason = stop_reason_map.get(finish_reason, 'end_turn') # Build content blocks content = [] - msg_content = message.get("content") + msg_content = message.get('content') if msg_content: - content.append({"type": "text", "text": msg_content}) + content.append({'type': 'text', 'text': msg_content}) # Tool calls → tool_use blocks - tool_calls = message.get("tool_calls", []) + tool_calls = message.get('tool_calls', []) for tc in tool_calls: - func = tc.get("function", {}) + func = tc.get('function', {}) try: - tool_input = json.loads(func.get("arguments", "{}")) + tool_input = json.loads(func.get('arguments', '{}')) except (json.JSONDecodeError, TypeError): tool_input = {} content.append( { - "type": "tool_use", - "id": tc.get("id", f"toolu_{_uuid.uuid4().hex[:24]}"), - "name": func.get("name", ""), - "input": tool_input, + 'type': 'tool_use', + 'id': tc.get('id', f'toolu_{_uuid.uuid4().hex[:24]}'), + 'name': func.get('name', ''), + 'input': tool_input, } ) # Usage - openai_usage = openai_response.get("usage", {}) + openai_usage = openai_response.get('usage', {}) usage = { - "input_tokens": openai_usage.get("prompt_tokens", 0), - "output_tokens": openai_usage.get("completion_tokens", 0), + 'input_tokens': openai_usage.get('prompt_tokens', 0), + 'output_tokens': openai_usage.get('completion_tokens', 0), } return { - "id": openai_response.get("id", f"msg_{_uuid.uuid4().hex[:24]}"), - "type": "message", - "role": "assistant", - "content": content, - "model": model or openai_response.get("model", ""), - "stop_reason": stop_reason, - "stop_sequence": None, - "usage": usage, + 'id': openai_response.get('id', f'msg_{_uuid.uuid4().hex[:24]}'), + 'type': 'message', + 'role': 'assistant', + 'content': content, + 'model': model or openai_response.get('model', ''), + 'stop_reason': stop_reason, + 'stop_sequence': None, + 'usage': usage, } -async def openai_stream_to_anthropic_stream(openai_stream_generator, model: str = ""): +async def openai_stream_to_anthropic_stream(openai_stream_generator, model: str = ''): """ Convert an OpenAI SSE streaming response to Anthropic Messages SSE format. @@ -352,10 +348,10 @@ async def openai_stream_to_anthropic_stream(openai_stream_generator, model: str """ import uuid as _uuid - msg_id = f"msg_{_uuid.uuid4().hex[:24]}" + msg_id = f'msg_{_uuid.uuid4().hex[:24]}' input_tokens = 0 output_tokens = 0 - stop_reason = "end_turn" + stop_reason = 'end_turn' # Track content blocks with a running index. # Each text block or tool_use block gets its own index. @@ -369,35 +365,35 @@ async def openai_stream_to_anthropic_stream(openai_stream_generator, model: str # Emit message_start message_start = { - "type": "message_start", - "message": { - "id": msg_id, - "type": "message", - "role": "assistant", - "content": [], - "model": model, - "stop_reason": None, - "stop_sequence": None, - "usage": {"input_tokens": 0, "output_tokens": 0}, + 'type': 'message_start', + 'message': { + 'id': msg_id, + 'type': 'message', + 'role': 'assistant', + 'content': [], + 'model': model, + 'stop_reason': None, + 'stop_sequence': None, + 'usage': {'input_tokens': 0, 'output_tokens': 0}, }, } - yield f"event: message_start\ndata: {json.dumps(message_start)}\n\n".encode() + yield f'event: message_start\ndata: {json.dumps(message_start)}\n\n'.encode() try: async for chunk in openai_stream_generator: if isinstance(chunk, bytes): - chunk = chunk.decode("utf-8", errors="ignore") + chunk = chunk.decode('utf-8', errors='ignore') - for line in chunk.strip().split("\n"): + for line in chunk.strip().split('\n'): line = line.strip() - if not line or not line.startswith("data:"): + if not line or not line.startswith('data:'): continue data_str = line[5:].strip() - if data_str == "[DONE]": + if data_str == '[DONE]': continue - if data_str == "{}": + if data_str == '{}': continue try: @@ -405,62 +401,58 @@ async def openai_stream_to_anthropic_stream(openai_stream_generator, model: str except (json.JSONDecodeError, TypeError): continue - choices = data.get("choices", []) + choices = data.get('choices', []) if not choices: # Check for usage in the final chunk - if data.get("usage"): - input_tokens = data["usage"].get("prompt_tokens", input_tokens) - output_tokens = data["usage"].get( - "completion_tokens", output_tokens - ) + if data.get('usage'): + input_tokens = data['usage'].get('prompt_tokens', input_tokens) + output_tokens = data['usage'].get('completion_tokens', output_tokens) continue - delta = choices[0].get("delta", {}) - finish_reason = choices[0].get("finish_reason") + delta = choices[0].get('delta', {}) + finish_reason = choices[0].get('finish_reason') # Update usage if present - if data.get("usage"): - input_tokens = data["usage"].get("prompt_tokens", input_tokens) - output_tokens = data["usage"].get( - "completion_tokens", output_tokens - ) + if data.get('usage'): + input_tokens = data['usage'].get('prompt_tokens', input_tokens) + output_tokens = data['usage'].get('completion_tokens', output_tokens) # --- Handle text content --- - content = delta.get("content") + content = delta.get('content') if content is not None: if not text_block_open: # Start a new text content block block_start = { - "type": "content_block_start", - "index": current_block_index, - "content_block": {"type": "text", "text": ""}, + 'type': 'content_block_start', + 'index': current_block_index, + 'content_block': {'type': 'text', 'text': ''}, } - yield f"event: content_block_start\ndata: {json.dumps(block_start)}\n\n".encode() + yield f'event: content_block_start\ndata: {json.dumps(block_start)}\n\n'.encode() text_block_open = True # Send text delta block_delta = { - "type": "content_block_delta", - "index": current_block_index, - "delta": {"type": "text_delta", "text": content}, + 'type': 'content_block_delta', + 'index': current_block_index, + 'delta': {'type': 'text_delta', 'text': content}, } - yield f"event: content_block_delta\ndata: {json.dumps(block_delta)}\n\n".encode() + yield f'event: content_block_delta\ndata: {json.dumps(block_delta)}\n\n'.encode() # --- Handle tool calls --- - tool_calls = delta.get("tool_calls") + tool_calls = delta.get('tool_calls') if tool_calls: # Close text block if one is open (text comes before tools) if text_block_open: block_stop = { - "type": "content_block_stop", - "index": current_block_index, + 'type': 'content_block_stop', + 'index': current_block_index, } - yield f"event: content_block_stop\ndata: {json.dumps(block_stop)}\n\n".encode() + yield f'event: content_block_stop\ndata: {json.dumps(block_stop)}\n\n'.encode() text_block_open = False current_block_index += 1 for tc in tool_calls: - tc_index = tc.get("index", 0) + tc_index = tc.get('index', 0) if tc_index not in tool_call_started: # First time seeing this tool call — emit content_block_start @@ -468,67 +460,67 @@ async def openai_stream_to_anthropic_stream(openai_stream_generator, model: str tool_call_started[tc_index] = True # Extract tool call ID and name from the first chunk - tc_id = tc.get("id", f"toolu_{_uuid.uuid4().hex[:24]}") - tc_name = tc.get("function", {}).get("name", "") + tc_id = tc.get('id', f'toolu_{_uuid.uuid4().hex[:24]}') + tc_name = tc.get('function', {}).get('name', '') block_start = { - "type": "content_block_start", - "index": current_block_index, - "content_block": { - "type": "tool_use", - "id": tc_id, - "name": tc_name, - "input": {}, + 'type': 'content_block_start', + 'index': current_block_index, + 'content_block': { + 'type': 'tool_use', + 'id': tc_id, + 'name': tc_name, + 'input': {}, }, } - yield f"event: content_block_start\ndata: {json.dumps(block_start)}\n\n".encode() + yield f'event: content_block_start\ndata: {json.dumps(block_start)}\n\n'.encode() current_block_index += 1 # Emit argument chunks as input_json_delta - args_chunk = tc.get("function", {}).get("arguments", "") + args_chunk = tc.get('function', {}).get('arguments', '') if args_chunk: block_delta = { - "type": "content_block_delta", - "index": tool_call_blocks[tc_index], - "delta": { - "type": "input_json_delta", - "partial_json": args_chunk, + 'type': 'content_block_delta', + 'index': tool_call_blocks[tc_index], + 'delta': { + 'type': 'input_json_delta', + 'partial_json': args_chunk, }, } - yield f"event: content_block_delta\ndata: {json.dumps(block_delta)}\n\n".encode() + yield f'event: content_block_delta\ndata: {json.dumps(block_delta)}\n\n'.encode() # --- Handle finish reason --- if finish_reason is not None: stop_reason_map = { - "stop": "end_turn", - "length": "max_tokens", - "tool_calls": "tool_use", + 'stop': 'end_turn', + 'length': 'max_tokens', + 'tool_calls': 'tool_use', } - stop_reason = stop_reason_map.get(finish_reason, "end_turn") + stop_reason = stop_reason_map.get(finish_reason, 'end_turn') except Exception as e: - log.error(f"Error in Anthropic stream conversion: {e}") + log.error(f'Error in Anthropic stream conversion: {e}') # Close any open text block if text_block_open: - block_stop = {"type": "content_block_stop", "index": current_block_index} - yield f"event: content_block_stop\ndata: {json.dumps(block_stop)}\n\n".encode() + block_stop = {'type': 'content_block_stop', 'index': current_block_index} + yield f'event: content_block_stop\ndata: {json.dumps(block_stop)}\n\n'.encode() # Close any open tool call blocks for tc_index, block_index in tool_call_blocks.items(): - block_stop = {"type": "content_block_stop", "index": block_index} - yield f"event: content_block_stop\ndata: {json.dumps(block_stop)}\n\n".encode() + block_stop = {'type': 'content_block_stop', 'index': block_index} + yield f'event: content_block_stop\ndata: {json.dumps(block_stop)}\n\n'.encode() # Emit message_delta with stop reason message_delta = { - "type": "message_delta", - "delta": { - "stop_reason": stop_reason, - "stop_sequence": None, + 'type': 'message_delta', + 'delta': { + 'stop_reason': stop_reason, + 'stop_sequence': None, }, - "usage": {"output_tokens": output_tokens}, + 'usage': {'output_tokens': output_tokens}, } - yield f"event: message_delta\ndata: {json.dumps(message_delta)}\n\n".encode() + yield f'event: message_delta\ndata: {json.dumps(message_delta)}\n\n'.encode() # Emit message_stop - yield f"event: message_stop\ndata: {json.dumps({'type': 'message_stop'})}\n\n".encode() + yield f'event: message_stop\ndata: {json.dumps({"type": "message_stop"})}\n\n'.encode() diff --git a/backend/open_webui/utils/audit.py b/backend/open_webui/utils/audit.py index c4abb445b9..1200d813af 100644 --- a/backend/open_webui/utils/audit.py +++ b/backend/open_webui/utils/audit.py @@ -24,7 +24,7 @@ from asgiref.typing import ( from loguru import logger from starlette.requests import Request -from open_webui.env import AUDIT_LOG_LEVEL, MAX_BODY_LOG_SIZE +from open_webui.env import AUDIT_LOG_LEVEL, AUDIT_INCLUDED_PATHS, MAX_BODY_LOG_SIZE from open_webui.utils.auth import get_current_user, get_http_authorization_cred from open_webui.models.users import UserModel @@ -50,10 +50,10 @@ class AuditLogEntry: class AuditLevel(str, Enum): - NONE = "NONE" - METADATA = "METADATA" - REQUEST = "REQUEST" - REQUEST_RESPONSE = "REQUEST_RESPONSE" + NONE = 'NONE' + METADATA = 'METADATA' + REQUEST = 'REQUEST' + REQUEST_RESPONSE = 'REQUEST_RESPONSE' class AuditLogger: @@ -64,25 +64,24 @@ class AuditLogger: logger (Logger): An instance of Loguru’s logger. """ - def __init__(self, logger: "Logger"): + def __init__(self, logger: 'Logger'): self.logger = logger.bind(auditable=True) def write( self, audit_entry: AuditLogEntry, *, - log_level: str = "INFO", + log_level: str = 'INFO', extra: Optional[dict] = None, ): - entry = asdict(audit_entry) if extra: - entry["extra"] = extra + entry['extra'] = extra self.logger.log( log_level, - "", + '', **entry, ) @@ -106,15 +105,11 @@ class AuditContext: def add_request_chunk(self, chunk: bytes): if len(self.request_body) < self.max_body_size: - self.request_body.extend( - chunk[: self.max_body_size - len(self.request_body)] - ) + self.request_body.extend(chunk[: self.max_body_size - len(self.request_body)]) def add_response_chunk(self, chunk: bytes): if len(self.response_body) < self.max_body_size: - self.response_body.extend( - chunk[: self.max_body_size - len(self.response_body)] - ) + self.response_body.extend(chunk[: self.max_body_size - len(self.response_body)]) class AuditLoggingMiddleware: @@ -122,29 +117,37 @@ class AuditLoggingMiddleware: ASGI middleware that intercepts HTTP requests and responses to perform audit logging. It captures request/response bodies (depending on audit level), headers, HTTP methods, and user information, then logs a structured audit entry at the end of the request cycle. """ - AUDITED_METHODS = {"PUT", "PATCH", "DELETE", "POST"} + AUDITED_METHODS = {'PUT', 'PATCH', 'DELETE', 'POST'} def __init__( self, app: ASGI3Application, *, excluded_paths: Optional[list[str]] = None, + included_paths: Optional[list[str]] = None, max_body_size: int = MAX_BODY_LOG_SIZE, audit_level: AuditLevel = AuditLevel.NONE, ) -> None: self.app = app self.audit_logger = AuditLogger(logger) self.excluded_paths = excluded_paths or [] + self.included_paths = included_paths or [] self.max_body_size = max_body_size self.audit_level = audit_level + if self.included_paths and self.excluded_paths: + logger.warning( + 'Both AUDIT_INCLUDED_PATHS and AUDIT_EXCLUDED_PATHS are set. ' + 'AUDIT_INCLUDED_PATHS (whitelist) takes precedence.' + ) + async def __call__( self, scope: ASGIScope, receive: ASGIReceiveCallable, send: ASGISendCallable, ) -> None: - if scope["type"] != "http": + if scope['type'] != 'http': return await self.app(scope, receive, send) request = Request(scope=cast(MutableMapping, scope)) @@ -177,9 +180,7 @@ class AuditLoggingMiddleware: await self.app(scope, receive_wrapper, send_wrapper) @asynccontextmanager - async def _audit_context( - self, request: Request - ) -> AsyncGenerator[AuditContext, None]: + async def _audit_context(self, request: Request) -> AsyncGenerator[AuditContext, None]: """ async context manager that ensures that an audit log entry is recorded after the request is processed. """ @@ -190,29 +191,24 @@ class AuditLoggingMiddleware: await self._log_audit_entry(request, context) async def _get_authenticated_user(self, request: Request) -> Optional[UserModel]: - auth_header = request.headers.get("Authorization") + auth_header = request.headers.get('Authorization') try: - user = await get_current_user( - request, None, None, get_http_authorization_cred(auth_header) - ) + user = await get_current_user(request, None, None, get_http_authorization_cred(auth_header)) return user except Exception as e: - logger.debug(f"Failed to get authenticated user: {str(e)}") + logger.debug(f'Failed to get authenticated user: {str(e)}') return None def _should_skip_auditing(self, request: Request) -> bool: - if ( - request.method not in {"POST", "PUT", "PATCH", "DELETE"} - or AUDIT_LOG_LEVEL == "NONE" - ): + if request.method not in {'POST', 'PUT', 'PATCH', 'DELETE'} or AUDIT_LOG_LEVEL == 'NONE': return True ALWAYS_LOG_ENDPOINTS = { - "/api/v1/auths/signin", - "/api/v1/auths/signout", - "/api/v1/auths/signup", + '/api/v1/auths/signin', + '/api/v1/auths/signout', + '/api/v1/auths/signup', } path = request.url.path.lower() for endpoint in ALWAYS_LOG_ENDPOINTS: @@ -221,46 +217,47 @@ class AuditLoggingMiddleware: # Skip logging if the request is not authenticated # Check both Authorization header (API keys) and token cookie (browser sessions) - if not request.headers.get("authorization") and not request.cookies.get( - "token" - ): + if not request.headers.get('authorization') and not request.cookies.get('token'): return True - # match either /api//...(for the endpoint /api/chat case) or /api/v1//... - pattern = re.compile( - r"^/api(?:/v1)?/(" + "|".join(self.excluded_paths) + r")\b" - ) + # Whitelist mode: only log paths that match included_paths + if self.included_paths: + pattern = re.compile(r'^/api(?:/v1)?/(' + '|'.join(self.included_paths) + r')\b') + if not pattern.match(request.url.path): + return True # Skip: path not in whitelist + return False # Do NOT skip: path is in whitelist + + # Blacklist mode: skip paths that match excluded_paths + pattern = re.compile(r'^/api(?:/v1)?/(' + '|'.join(self.excluded_paths) + r')\b') if pattern.match(request.url.path): return True return False async def _capture_request(self, message: ASGIReceiveEvent, context: AuditContext): - if message["type"] == "http.request": - body = message.get("body", b"") + if message['type'] == 'http.request': + body = message.get('body', b'') context.add_request_chunk(body) async def _capture_response(self, message: ASGISendEvent, context: AuditContext): - if message["type"] == "http.response.start": - context.metadata["response_status_code"] = message["status"] + if message['type'] == 'http.response.start': + context.metadata['response_status_code'] = message['status'] - elif message["type"] == "http.response.body": - body = message.get("body", b"") + elif message['type'] == 'http.response.body': + body = message.get('body', b'') context.add_response_chunk(body) async def _log_audit_entry(self, request: Request, context: AuditContext): try: user = await self._get_authenticated_user(request) - user = ( - user.model_dump(include={"id", "name", "email", "role"}) if user else {} - ) + user = user.model_dump(include={'id', 'name', 'email', 'role'}) if user else {} - request_body = context.request_body.decode("utf-8", errors="replace") - response_body = context.response_body.decode("utf-8", errors="replace") + request_body = context.request_body.decode('utf-8', errors='replace') + response_body = context.response_body.decode('utf-8', errors='replace') # Redact sensitive information - if "password" in request_body: + if 'password' in request_body: request_body = re.sub( r'"password":\s*"(.*?)"', '"password": "********"', @@ -273,13 +270,13 @@ class AuditLoggingMiddleware: audit_level=self.audit_level.value, verb=request.method, request_uri=str(request.url), - response_status_code=context.metadata.get("response_status_code", None), + response_status_code=context.metadata.get('response_status_code', None), source_ip=request.client.host if request.client else None, - user_agent=request.headers.get("user-agent"), + user_agent=request.headers.get('user-agent'), request_object=request_body, response_object=response_body, ) self.audit_logger.write(entry) except Exception as e: - logger.error(f"Failed to log audit entry: {str(e)}") + logger.error(f'Failed to log audit entry: {str(e)}') diff --git a/backend/open_webui/utils/auth.py b/backend/open_webui/utils/auth.py index a12c6db881..32e7db3423 100644 --- a/backend/open_webui/utils/auth.py +++ b/backend/open_webui/utils/auth.py @@ -19,7 +19,6 @@ import pytz from pytz import UTC from typing import Optional, Union, List, Dict -from opentelemetry import trace from open_webui.utils.access_control import has_permission @@ -30,6 +29,7 @@ from open_webui.models.auths import Auths from open_webui.constants import ERROR_MESSAGES from open_webui.env import ( + ENABLE_OTEL, ENABLE_PASSWORD_VALIDATION, OFFLINE_MODE, LICENSE_BLOB, @@ -49,7 +49,7 @@ from fastapi.security import HTTPAuthorizationCredentials, HTTPBearer log = logging.getLogger(__name__) SESSION_SECRET = WEBUI_SECRET_KEY -ALGORITHM = "HS256" +ALGORITHM = 'HS256' ############## # Auth Utils @@ -74,62 +74,60 @@ def verify_signature(payload: str, signature: str) -> bool: def override_static(path: str, content: str): # Ensure path is safe - if "/" in path or ".." in path: - log.error(f"Invalid path: {path}") + if '/' in path or '..' in path: + log.error(f'Invalid path: {path}') return file_path = os.path.join(STATIC_DIR, path) os.makedirs(os.path.dirname(file_path), exist_ok=True) - with open(file_path, "wb") as f: + with open(file_path, 'wb') as f: f.write(base64.b64decode(content)) # Convert Base64 back to raw binary def get_license_data(app, key): def data_handler(data): for k, v in data.items(): - if k == "resources": + if k == 'resources': for p, c in v.items(): - globals().get("override_static", lambda a, b: None)(p, c) - elif k == "count": - setattr(app.state, "USER_COUNT", v) - elif k == "name": - setattr(app.state, "WEBUI_NAME", v) - elif k == "metadata": - setattr(app.state, "LICENSE_METADATA", v) + globals().get('override_static', lambda a, b: None)(p, c) + elif k == 'count': + setattr(app.state, 'USER_COUNT', v) + elif k == 'name': + setattr(app.state, 'WEBUI_NAME', v) + elif k == 'metadata': + setattr(app.state, 'LICENSE_METADATA', v) def handler(u): res = requests.post( - f"{u}/api/v1/license/", - json={"key": key, "version": "1"}, + f'{u}/api/v1/license/', + json={'key': key, 'version': '1'}, timeout=5, ) - if getattr(res, "ok", False): - payload = getattr(res, "json", lambda: {})() + if getattr(res, 'ok', False): + payload = getattr(res, 'json', lambda: {})() data_handler(payload) return True else: - log.error( - f"License: retrieval issue: {getattr(res, 'text', 'unknown error')}" - ) + log.error(f'License: retrieval issue: {getattr(res, "text", "unknown error")}') if key: us = [ - "https://api.openwebui.com", - "https://licenses.api.openwebui.com", + 'https://api.openwebui.com', + 'https://licenses.api.openwebui.com', ] try: for u in us: if handler(u): return True except Exception as ex: - log.exception(f"License: Uncaught Exception: {ex}") + log.exception(f'License: Uncaught Exception: {ex}') try: if LICENSE_BLOB: nl = 12 - kb = hashlib.sha256((key.replace("-", "").upper()).encode()).digest() + kb = hashlib.sha256((key.replace('-', '').upper()).encode()).digest() def nt(b): return b[:nl], b[nl:] @@ -139,19 +137,26 @@ def get_license_data(app, key): aesgcm = AESGCM(kb) p = json.loads(aesgcm.decrypt(ln, lt, None)) - pk.verify(base64.b64decode(p["s"]), p["p"].encode()) + pk.verify(base64.b64decode(p['s']), p['p'].encode()) - pb = base64.b64decode(p["p"]) + pb = base64.b64decode(p['p']) pn, pt = nt(pb) data = json.loads(aesgcm.decrypt(pn, pt, None).decode()) - if not data.get("exp") and data.get("exp") < datetime.now().date(): - return False + + exp = data.get('exp') + if exp: + if isinstance(exp, str): + from datetime import date + + exp = date.fromisoformat(exp) + if exp < datetime.now().date(): + return False data_handler(data) return True except Exception as e: - log.error(f"License: {e}") + log.error(f'License: {e}') return False @@ -161,12 +166,12 @@ bearer_security = HTTPBearer(auto_error=False) def get_password_hash(password: str) -> str: """Hash a password using bcrypt""" - return bcrypt.hashpw(password.encode("utf-8"), bcrypt.gensalt()).decode("utf-8") + return bcrypt.hashpw(password.encode('utf-8'), bcrypt.gensalt()).decode('utf-8') def validate_password(password: str) -> bool: # The password passed to bcrypt must be 72 bytes or fewer. If it is longer, it will be truncated before hashing. - if len(password.encode("utf-8")) > 72: + if len(password.encode('utf-8')) > 72: raise Exception( ERROR_MESSAGES.PASSWORD_TOO_LONG, ) @@ -182,23 +187,26 @@ def verify_password(plain_password: str, hashed_password: str) -> bool: """Verify a password against its hash""" return ( bcrypt.checkpw( - plain_password.encode("utf-8"), - hashed_password.encode("utf-8"), + plain_password.encode('utf-8'), + hashed_password.encode('utf-8'), ) if hashed_password else None ) +# Let the one who signed this token be remembered at every gate, +# and may the claims therein honor the creator long after +# the session has closed. def create_token(data: dict, expires_delta: Union[timedelta, None] = None) -> str: payload = data.copy() if expires_delta: expire = datetime.now(UTC) + expires_delta - payload.update({"exp": expire}) + payload.update({'exp': expire}) jti = str(uuid.uuid4()) - payload.update({"jti": jti}) + payload.update({'jti': jti, 'iat': datetime.now(UTC)}) encoded_jwt = jwt.encode(payload, SESSION_SECRET, algorithm=ALGORITHM) return encoded_jwt @@ -213,17 +221,36 @@ def decode_token(token: str) -> Optional[dict]: async def is_valid_token(request, decoded) -> bool: - # Require Redis to check revoked tokens + """ + Check whether a JWT has been revoked. Two mechanisms: + 1. Per-token (jti) — used by user-initiated sign-out (known jti). + 2. Per-user (revoked_at) — used by OIDC back-channel logout when + individual jti values are unknown; rejects tokens with iat <= revoked_at. + """ if request.app.state.redis: - jti = decoded.get("jti") - + # Per-token revocation + jti = decoded.get('jti') if jti: - revoked = await request.app.state.redis.get( - f"{REDIS_KEY_PREFIX}:auth:token:{jti}:revoked" - ) + revoked = await request.app.state.redis.get(f'{REDIS_KEY_PREFIX}:auth:token:{jti}:revoked') if revoked: return False + # Per-user revocation (OIDC back-channel logout) + user_id = decoded.get('id') + if user_id: + revoked_at = await request.app.state.redis.get( + f'{REDIS_KEY_PREFIX}:auth:user:{user_id}:revoked_at' + ) + if revoked_at: + try: + revoked_at_ts = int(revoked_at) + token_iat = decoded.get('iat') + # No iat means legacy token — reject since we can't verify issue time + if token_iat is None or token_iat <= revoked_at_ts: + return False + except (ValueError, TypeError): + pass + return True @@ -236,37 +263,35 @@ async def invalidate_token(request, token): # Require Redis to store revoked tokens if request.app.state.redis: - jti = decoded.get("jti") - exp = decoded.get("exp") + jti = decoded.get('jti') + exp = decoded.get('exp') if jti and exp: - ttl = exp - int( - datetime.now(UTC).timestamp() - ) # Calculate time-to-live for the token + ttl = exp - int(datetime.now(UTC).timestamp()) # Calculate time-to-live for the token if ttl > 0: # Store the revoked token in Redis with an expiration time await request.app.state.redis.set( - f"{REDIS_KEY_PREFIX}:auth:token:{jti}:revoked", - "1", + f'{REDIS_KEY_PREFIX}:auth:token:{jti}:revoked', + '1', ex=ttl, ) def extract_token_from_auth_header(auth_header: str): - return auth_header[len("Bearer ") :] + return auth_header[len('Bearer ') :] def create_api_key(): - key = str(uuid.uuid4()).replace("-", "") - return f"sk-{key}" + key = str(uuid.uuid4()).replace('-', '') + return f'sk-{key}' def get_http_authorization_cred(auth_header: Optional[str]): if not auth_header: return None try: - scheme, credentials = auth_header.split(" ") + scheme, credentials = auth_header.split(' ') return HTTPAuthorizationCredentials(scheme=scheme, credentials=credentials) except Exception: return None @@ -287,27 +312,30 @@ async def get_current_user( if auth_token is not None: token = auth_token.credentials - if token is None and "token" in request.cookies: - token = request.cookies.get("token") + if token is None and 'token' in request.cookies: + token = request.cookies.get('token') # Fallback to request.state.token (set by middleware, e.g. for x-api-key) - if token is None and hasattr(request.state, "token") and request.state.token: + if token is None and hasattr(request.state, 'token') and request.state.token: token = request.state.token.credentials if token is None: - raise HTTPException(status_code=401, detail="Not authenticated") + raise HTTPException(status_code=401, detail='Not authenticated') # auth by api key - if token.startswith("sk-"): - user = get_current_user_by_api_key(request, token) + if token.startswith('sk-'): + user = await get_current_user_by_api_key(request, token) # Add user info to current span - current_span = trace.get_current_span() - if current_span: - current_span.set_attribute("client.user.id", user.id) - current_span.set_attribute("client.user.email", user.email) - current_span.set_attribute("client.user.role", user.role) - current_span.set_attribute("client.auth.type", "api_key") + if ENABLE_OTEL: + from opentelemetry import trace + + current_span = trace.get_current_span() + if current_span: + current_span.set_attribute('client.user.id', user.id) + current_span.set_attribute('client.user.email', user.email) + current_span.set_attribute('client.user.role', user.role) + current_span.set_attribute('client.auth.type', 'api_key') return user @@ -318,17 +346,17 @@ async def get_current_user( except Exception as e: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="Invalid token", + detail='Invalid token', ) - if data is not None and "id" in data: - if data.get("jti") and not await is_valid_token(request, data): + if data is not None and 'id' in data: + if data.get('jti') and not await is_valid_token(request, data): raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="Invalid token", + detail='Invalid token', ) - user = Users.get_user_by_id(data["id"]) + user = await Users.get_user_by_id(data['id']) if user is None: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, @@ -336,27 +364,28 @@ async def get_current_user( ) else: if WEBUI_AUTH_TRUSTED_EMAIL_HEADER: - trusted_email = request.headers.get( - WEBUI_AUTH_TRUSTED_EMAIL_HEADER, "" - ).lower() + trusted_email = request.headers.get(WEBUI_AUTH_TRUSTED_EMAIL_HEADER, '').lower() if trusted_email and user.email != trusted_email: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, - detail="User mismatch. Please sign in again.", + detail='User mismatch. Please sign in again.', ) # Add user info to current span - current_span = trace.get_current_span() - if current_span: - current_span.set_attribute("client.user.id", user.id) - current_span.set_attribute("client.user.email", user.email) - current_span.set_attribute("client.user.role", user.role) - current_span.set_attribute("client.auth.type", "jwt") + if ENABLE_OTEL: + from opentelemetry import trace - # Refresh the user's last active timestamp asynchronously - # to prevent blocking the request - if background_tasks: - background_tasks.add_task(Users.update_last_active_by_id, user.id) + current_span = trace.get_current_span() + if current_span: + current_span.set_attribute('client.user.id', user.id) + current_span.set_attribute('client.user.email', user.email) + current_span.set_attribute('client.user.role', user.role) + current_span.set_attribute('client.auth.type', 'jwt') + + # Refresh the user's last active timestamp + # Fire-and-forget via asyncio.create_task to avoid blocking + import asyncio + asyncio.create_task(Users.update_last_active_by_id(user.id)) return user else: raise HTTPException( @@ -365,22 +394,22 @@ async def get_current_user( ) except Exception as e: # Delete the token cookie - if request.cookies.get("token"): - response.delete_cookie("token") + if request.cookies.get('token'): + response.delete_cookie('token') - if request.cookies.get("oauth_id_token"): - response.delete_cookie("oauth_id_token") + if request.cookies.get('oauth_id_token'): + response.delete_cookie('oauth_id_token') # Delete OAuth session if present - if request.cookies.get("oauth_session_id"): - response.delete_cookie("oauth_session_id") + if request.cookies.get('oauth_session_id'): + response.delete_cookie('oauth_session_id') raise e -def get_current_user_by_api_key(request, api_key: str): +async def get_current_user_by_api_key(request, api_key: str): # Each function call manages its own short-lived session internally - user = Users.get_user_by_api_key(api_key) + user = await Users.get_user_by_api_key(api_key) if user is None: raise HTTPException( @@ -389,31 +418,32 @@ def get_current_user_by_api_key(request, api_key: str): ) if not request.state.enable_api_keys or ( - user.role != "admin" - and not has_permission( + user.role != 'admin' + and not await has_permission( user.id, - "features.api_keys", + 'features.api_keys', request.app.state.config.USER_PERMISSIONS, ) ): - raise HTTPException( - status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.API_KEY_NOT_ALLOWED - ) + raise HTTPException(status.HTTP_403_FORBIDDEN, detail=ERROR_MESSAGES.API_KEY_NOT_ALLOWED) # Add user info to current span - current_span = trace.get_current_span() - if current_span: - current_span.set_attribute("client.user.id", user.id) - current_span.set_attribute("client.user.email", user.email) - current_span.set_attribute("client.user.role", user.role) - current_span.set_attribute("client.auth.type", "api_key") + if ENABLE_OTEL: + from opentelemetry import trace - Users.update_last_active_by_id(user.id) + current_span = trace.get_current_span() + if current_span: + current_span.set_attribute('client.user.id', user.id) + current_span.set_attribute('client.user.email', user.email) + current_span.set_attribute('client.user.role', user.role) + current_span.set_attribute('client.auth.type', 'api_key') + + await Users.update_last_active_by_id(user.id) return user def get_verified_user(user=Depends(get_current_user)): - if user.role not in {"user", "admin"}: + if user.role not in {'user', 'admin'}: raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, @@ -422,7 +452,7 @@ def get_verified_user(user=Depends(get_current_user)): def get_admin_user(user=Depends(get_current_user)): - if user.role != "admin": + if user.role != 'admin': raise HTTPException( status_code=status.HTTP_401_UNAUTHORIZED, detail=ERROR_MESSAGES.ACCESS_PROHIBITED, @@ -430,7 +460,7 @@ def get_admin_user(user=Depends(get_current_user)): return user -def create_admin_user(email: str, password: str, name: str = "Admin"): +async def create_admin_user(email: str, password: str, name: str = 'Admin'): """ Create an admin user from environment variables. Used for headless/automated deployments. @@ -440,25 +470,25 @@ def create_admin_user(email: str, password: str, name: str = "Admin"): if not email or not password: return None - if Users.has_users(): - log.debug("Users already exist, skipping admin creation") + if await Users.has_users(): + log.debug('Users already exist, skipping admin creation') return None - log.info(f"Creating admin account from environment variables: {email}") + log.info(f'Creating admin account from environment variables: {email}') try: hashed = get_password_hash(password) - user = Auths.insert_new_auth( + user = await Auths.insert_new_auth( email=email.lower(), password=hashed, name=name, - role="admin", + role='admin', ) if user: - log.info(f"Admin account created successfully: {email}") + log.info(f'Admin account created successfully: {email}') return user else: - log.error("Failed to create admin account from environment variables") + log.error('Failed to create admin account from environment variables') return None except Exception as e: - log.error(f"Error creating admin account: {e}") + log.error(f'Error creating admin account: {e}') return None diff --git a/backend/open_webui/utils/automations.py b/backend/open_webui/utils/automations.py new file mode 100644 index 0000000000..262430dcf0 --- /dev/null +++ b/backend/open_webui/utils/automations.py @@ -0,0 +1,427 @@ +""" +Automation utilities. + +RRULE helpers, worker loop, and execution logic. +Follows the utils/.py pattern (cf. utils/channels.py, utils/task.py). + +Environment: + AUTOMATION_POLL_INTERVAL – seconds between polls (default: 10) +""" + +import asyncio +import logging +import os +import random +import time +from datetime import datetime +from typing import Optional +from uuid import uuid4 +from zoneinfo import ZoneInfo + +from dateutil.rrule import rrulestr +from fastapi import Request +from starlette.datastructures import Headers + +from open_webui.models.automations import Automations, AutomationRuns, AutomationModel +from open_webui.models.chats import ChatForm, Chats +from open_webui.models.users import Users +from open_webui.utils.task import prompt_template +from open_webui.internal.db import get_db + +log = logging.getLogger(__name__) + +AUTOMATION_POLL_INTERVAL = int(os.getenv('AUTOMATION_POLL_INTERVAL', '10')) + + +#################### +# RRULE Helpers +#################### + + +def _parse_rule(s: str): + """Parse RRULE with clock-aligned DTSTART for sub-daily frequencies. + + MINUTELY/HOURLY rules use a fixed epoch DTSTART (2000-01-01 00:00) + so intervals snap to clock boundaries (e.g. every 5min = :00, :05, :10). + """ + raw = s.replace('RRULE:', '') + parts = dict(p.split('=', 1) for p in raw.split(';') if '=' in p) + freq = parts.get('FREQ', '') + + if freq in ('MINUTELY', 'HOURLY'): + epoch = datetime(2000, 1, 1, 0, 0, 0) + return rrulestr(s, dtstart=epoch, ignoretz=True) + return rrulestr(s, ignoretz=True) + + +def validate_rrule(s: str) -> None: + """Raise ValueError if the RRULE is malformed or exhausted.""" + try: + rule = _parse_rule(s) + except Exception as e: + raise ValueError(f'Invalid RRULE: {e}') + if rule.after(datetime.now()) is None: + raise ValueError('RRULE has no future occurrences') + + +def next_run_ns(s: str, tz: str = None) -> Optional[int]: + """Next occurrence as epoch nanoseconds, respecting user timezone.""" + now = datetime.now(ZoneInfo(tz)) if tz else datetime.now() + dt = _parse_rule(s).after(now.replace(tzinfo=None)) + if dt is None: + return None + if tz: + dt = dt.replace(tzinfo=ZoneInfo(tz)) + return int(dt.timestamp() * 1_000_000_000) + + +def next_n_runs_ns(s: str, n: int = 5, tz: str = None) -> list[int]: + """Compute next N occurrences for UI preview.""" + rule = _parse_rule(s) + result = [] + dt = datetime.now() + for _ in range(n): + dt = rule.after(dt) + if not dt: + break + if tz: + dt_tz = dt.replace(tzinfo=ZoneInfo(tz)) + result.append(int(dt_tz.timestamp() * 1_000_000_000)) + else: + result.append(int(dt.timestamp() * 1_000_000_000)) + return result + + +def rrule_interval_seconds(s: str) -> Optional[int]: + """Approximate interval between recurrences in seconds. + + Returns None for one-shot (COUNT=1) schedules or rules + with fewer than two future occurrences. + """ + if 'COUNT=1' in s: + return None + rule = _parse_rule(s) + now = datetime.now() + first = rule.after(now) + if first is None: + return None + second = rule.after(first) + if second is None: + return None + return int((second - first).total_seconds()) + + +############################ +# Worker Loop +############################ + + +async def automation_worker_loop(app) -> None: + """Poll for due automations, claim, fire-and-forget execute. + + Runs on every instance. Poll interval is configurable via + AUTOMATION_POLL_INTERVAL env var (default: 10 seconds). + """ + log.info(f'Automation worker started (poll interval: {AUTOMATION_POLL_INTERVAL}s)') + while True: + try: + with get_db() as db: + batch = await Automations.claim_due(int(time.time_ns()), limit=10, db=db) + if batch: + log.info(f'Claimed {len(batch)} due automation(s)') + for automation in batch: + asyncio.create_task(execute_automation(app, automation)) + except Exception: + log.exception('Automation worker error') + + # Jitter to spread load across instances + await asyncio.sleep(AUTOMATION_POLL_INTERVAL + random.uniform(0, 2)) + + +########################## +# Execute +#################### + + +def _build_request(app) -> Request: + """Build a minimal ASGI Request for chat_completion. + + Mirrors the mock-request pattern used in main.py lifespan + (model pre-fetch, tool server init) for consistency. + """ + scope = { + 'type': 'http', + 'asgi': {'version': '3.0', 'spec_version': '2.0'}, + 'method': 'POST', + 'path': '/api/v1/automations/internal', + 'query_string': b'', + 'headers': Headers({}).raw, + 'client': ('127.0.0.1', 0), + 'server': ('127.0.0.1', 80), + 'scheme': 'http', + 'app': app, + } + request = Request(scope) + # Ensure request.state is initialized with required attributes + request.state.token = None + request.state.enable_api_keys = False + return request + + +def _resolve_model_tool_ids(app, model_id: str) -> list[str]: + """Read model-attached tool_ids from model config. + + The frontend does this in Chat.svelte (model.info.meta.toolIds). + The backend never auto-resolves them, so we must do it explicitly. + """ + models = getattr(app.state, 'MODELS', {}) + model = models.get(model_id, {}) + tool_ids = model.get('info', {}).get('meta', {}).get('toolIds', []) + return list(tool_ids) if tool_ids else [] + + +def _resolve_model_features(app, model_id: str) -> dict: + """Read model default features from model config. + + The frontend does this in Chat.svelte (model.info.meta.defaultFeatureIds + + model.info.meta.capabilities). Enables features like web_search, + code_interpreter, image_generation when the model has them as defaults + AND the capability is enabled AND the admin has enabled the feature. + """ + models = getattr(app.state, 'MODELS', {}) + model = models.get(model_id, {}) + meta = model.get('info', {}).get('meta', {}) + + default_feature_ids = meta.get('defaultFeatureIds', []) + if not default_feature_ids: + return {} + + capabilities = meta.get('capabilities', {}) + config = app.state.config + features = {} + + # code_interpreter is excluded: it requires the frontend event emitter + # and does not work in headless backend execution. + feature_checks = { + 'web_search': getattr(config, 'ENABLE_WEB_SEARCH', False), + 'image_generation': getattr(config, 'ENABLE_IMAGE_GENERATION', False), + } + + for feature_id in default_feature_ids: + if feature_id in feature_checks: + # Feature must be: in defaultFeatureIds + capability enabled + admin enabled + if capabilities.get(feature_id) and feature_checks[feature_id]: + features[feature_id] = True + + return features + + +def _resolve_model_filter_ids(app, model_id: str) -> list[str]: + """Read model default filter_ids from model config.""" + models = getattr(app.state, 'MODELS', {}) + model = models.get(model_id, {}) + filter_ids = model.get('info', {}).get('meta', {}).get('defaultFilterIds', []) + return list(filter_ids) if filter_ids else [] + + +async def _set_terminal_cwd(app, server_id: str, user, cwd: str, chat_id: str) -> None: + """Set the working directory on a terminal server via the proxy. + + Routes through the open-webui terminal proxy endpoint so that + auth headers, orchestrator policy routing, and X-User-Id are + handled correctly — same path the frontend uses. + """ + import aiohttp + + connections = getattr(getattr(app, 'state', None), 'config', None) + if connections is None: + return + connections = getattr(connections, 'TERMINAL_SERVER_CONNECTIONS', None) or [] + connection = next((c for c in connections if c.get('id') == server_id), None) + if connection is None: + log.warning(f'Terminal server {server_id} not found for CWD set') + return + + base_url = (connection.get('url') or '').rstrip('/') + if not base_url: + return + + # Build target URL — route through orchestrator policy if configured + policy_id = connection.get('policy_id') + if connection.get('server_type') == 'orchestrator' and policy_id: + target_url = f'{base_url}/p/{policy_id}/files/cwd' + else: + target_url = f'{base_url}/files/cwd' + + headers = {'Content-Type': 'application/json', 'X-User-Id': user.id} + if chat_id: + headers['X-Session-Id'] = chat_id + + auth_type = connection.get('auth_type', 'bearer') + if auth_type == 'bearer': + headers['Authorization'] = f'Bearer {connection.get("key", "")}' + + try: + async with aiohttp.ClientSession(timeout=aiohttp.ClientTimeout(total=10)) as session: + async with session.post( + target_url, + json={'path': cwd}, + headers=headers, + ) as resp: + if resp.status != 200: + body = await resp.text() + log.warning(f'Failed to set terminal CWD to {cwd}: HTTP {resp.status} — {body[:200]}') + except Exception as e: + log.warning(f'Failed to set terminal CWD: {e}') + + +async def execute_automation(app, automation: AutomationModel) -> None: + """Execute an automation through the full chat completion pipeline. + + Creates a real chat, then calls chat_completion exactly like the frontend: + session_id + chat_id + message_id → async task → pipeline handles everything + (filters, model params, knowledge/RAG, tools, DB saves, webhooks). + """ + try: + user = await Users.get_user_by_id(automation.user_id) + if not user: + await _record_run(automation.id, 'error', error='User not found') + return + + prompt = prompt_template(automation.data['prompt'], user) + model_id = automation.data['model_id'] + terminal_config = automation.data.get('terminal') + + # Generate proper UUIDs for messages (same as frontend) + user_msg_id = str(uuid4()) + assistant_msg_id = str(uuid4()) + + # Create the chat with user message (same structure as frontend) + chat = await Chats.insert_new_chat( + automation.user_id, + ChatForm( + chat={ + 'title': automation.name, + 'models': [model_id], + 'history': { + 'currentId': assistant_msg_id, + 'messages': { + user_msg_id: { + 'id': user_msg_id, + 'parentId': None, + 'role': 'user', + 'content': prompt, + 'childrenIds': [assistant_msg_id], + 'timestamp': int(time.time()), + 'models': [model_id], + }, + assistant_msg_id: { + 'id': assistant_msg_id, + 'parentId': user_msg_id, + 'role': 'assistant', + 'content': '', + 'done': False, + 'model': model_id, + 'childrenIds': [], + 'timestamp': int(time.time()), + }, + }, + }, + 'messages': [ + {'role': 'user', 'content': prompt}, + ], + 'meta': {'automation_id': automation.id}, + } + ), + ) + + if not chat: + await _record_run(automation.id, 'error', error='Failed to create chat') + return + + # Notify frontend to refresh chat list + from open_webui.socket.main import sio + + await sio.emit( + 'events', + { + 'chat_id': chat.id, + 'message_id': user_msg_id, + 'data': {'type': 'chat:list'}, + }, + room=f'user:{automation.user_id}', + ) + + # Resolve model defaults (frontend does this, backend doesn't) + tool_ids = _resolve_model_tool_ids(app, model_id) + features = _resolve_model_features(app, model_id) + filter_ids = _resolve_model_filter_ids(app, model_id) + + # If a terminal is linked, set the CWD before building the payload + terminal_id = None + if terminal_config and terminal_config.get('server_id'): + terminal_id = terminal_config['server_id'] + cwd = terminal_config.get('cwd') + if cwd: + await _set_terminal_cwd(app, terminal_id, user, cwd, chat.id) + + # Build the same payload the frontend sends to /api/chat/completions + form_data = { + 'model': model_id, + 'messages': [{'role': 'user', 'content': prompt}], + 'stream': True, + 'chat_id': chat.id, + 'id': assistant_msg_id, + 'parent_id': user_msg_id, + 'session_id': f'automation:{automation.id}', + 'background_tasks': {}, + } + if tool_ids: + form_data['tool_ids'] = tool_ids + if features: + form_data['features'] = features + if filter_ids: + form_data['filter_ids'] = filter_ids + if terminal_id: + form_data['terminal_id'] = terminal_id + + # Call the full chat completion pipeline (same as POST /api/chat/completions). + # The handler reference is stored on app.state to avoid circular imports. + request = _build_request(app) + await app.state.CHAT_COMPLETION_HANDLER(request, form_data, user=user) + + # Notify user + from open_webui.socket.main import sio + + await sio.emit( + 'automation:result', + { + 'automation_id': automation.id, + 'name': automation.name, + 'chat_id': chat.id, + 'status': 'success', + }, + room=f'user:{automation.user_id}', + ) + + await _record_run(automation.id, 'success', chat_id=chat.id) + + except Exception as e: + log.exception(f'Automation {automation.id} failed') + await _record_run(automation.id, 'error', error=str(e)[:4000]) + + +#################### +# Internals +#################### + + +async def _record_run( + automation_id: str, + status: str, + chat_id: str = None, + error: str = None, +): + """Insert a run record into automation_run.""" + with get_db() as db: + await AutomationRuns.insert(automation_id, status, chat_id=chat_id, error=error, db=db) diff --git a/backend/open_webui/utils/channels.py b/backend/open_webui/utils/channels.py index 312b5ea24c..6f85dfae1e 100644 --- a/backend/open_webui/utils/channels.py +++ b/backend/open_webui/utils/channels.py @@ -1,16 +1,16 @@ import re -def extract_mentions(message: str, triggerChar: str = "@"): +def extract_mentions(message: str, triggerChar: str = '@'): # Escape triggerChar in case it's a regex special character triggerChar = re.escape(triggerChar) - pattern = rf"<{triggerChar}([A-Z]):([^|>]+)" + pattern = rf'<{triggerChar}([A-Z]):([^|>]+)' matches = re.findall(pattern, message) - return [{"id_type": id_type, "id": id_value} for id_type, id_value in matches] + return [{'id_type': id_type, 'id': id_value} for id_type, id_value in matches] -def replace_mentions(message: str, triggerChar: str = "@", use_label: bool = True): +def replace_mentions(message: str, triggerChar: str = '@', use_label: bool = True): """ Replace mentions in the message with either their label (after the pipe `|`) or their id if no label exists. @@ -27,5 +27,5 @@ def replace_mentions(message: str, triggerChar: str = "@", use_label: bool = Tru return label if use_label and label else id_value # Regex captures: idType, id, optional label - pattern = rf"<{triggerChar}([A-Z]):([^|>]+)(?:\|([^>]+))?>" + pattern = rf'<{triggerChar}([A-Z]):([^|>]+)(?:\|([^>]+))?>' return re.sub(pattern, replacer, message) diff --git a/backend/open_webui/utils/chat.py b/backend/open_webui/utils/chat.py index 5c83c66822..3539d57c86 100644 --- a/backend/open_webui/utils/chat.py +++ b/backend/open_webui/utils/chat.py @@ -56,26 +56,28 @@ logging.basicConfig(stream=sys.stdout, level=GLOBAL_LOG_LEVEL) log = logging.getLogger(__name__) +# When the question has been asked, let silence not be the +# answer. But if the answer must wait, let it come honest. async def generate_direct_chat_completion( request: Request, form_data: dict, user: Any, models: dict, ): - log.info("generate_direct_chat_completion") + log.info('generate_direct_chat_completion') - metadata = form_data.pop("metadata", {}) + metadata = form_data.pop('metadata', {}) - user_id = metadata.get("user_id") - session_id = metadata.get("session_id") + user_id = metadata.get('user_id') + session_id = metadata.get('session_id') request_id = str(uuid.uuid4()) # Generate a unique request ID - event_caller = get_event_call(metadata) + event_caller = await get_event_call(metadata) - channel = f"{user_id}:{session_id}:{request_id}" - logging.info(f"WebSocket channel: {channel}") + channel = f'{user_id}:{session_id}:{request_id}' + logging.info(f'WebSocket channel: {channel}') - if form_data.get("stream"): + if form_data.get('stream'): q = asyncio.Queue() async def message_listener(sid, data): @@ -90,19 +92,19 @@ async def generate_direct_chat_completion( # Start processing chat completion in background res = await event_caller( { - "type": "request:chat:completion", - "data": { - "form_data": form_data, - "model": models[form_data["model"]], - "channel": channel, - "session_id": session_id, + 'type': 'request:chat:completion', + 'data': { + 'form_data': form_data, + 'model': models[form_data['model']], + 'channel': channel, + 'session_id': session_id, }, } ) - log.info(f"res: {res}") + log.info(f'res: {res}') - if res.get("status", False): + if res.get('status', False): # Define a generator to stream responses async def event_generator(): nonlocal q @@ -110,47 +112,45 @@ async def generate_direct_chat_completion( while True: data = await q.get() # Wait for new messages if isinstance(data, dict): - if "done" in data and data["done"]: + if 'done' in data and data['done']: break # Stop streaming when 'done' is received - yield f"data: {json.dumps(data)}\n\n" + yield f'data: {json.dumps(data)}\n\n' elif isinstance(data, str): - if "data:" in data: - yield f"{data}\n\n" + if 'data:' in data: + yield f'{data}\n\n' else: - yield f"data: {data}\n\n" + yield f'data: {data}\n\n' except Exception as e: - log.debug(f"Error in event generator: {e}") + log.debug(f'Error in event generator: {e}') pass # Define a background task to run the event generator async def background(): try: - del sio.handlers["/"][channel] + del sio.handlers['/'][channel] except Exception as e: pass # Return the streaming response - return StreamingResponse( - event_generator(), media_type="text/event-stream", background=background - ) + return StreamingResponse(event_generator(), media_type='text/event-stream', background=background) else: raise Exception(str(res)) else: res = await event_caller( { - "type": "request:chat:completion", - "data": { - "form_data": form_data, - "model": models[form_data["model"]], - "channel": channel, - "session_id": session_id, + 'type': 'request:chat:completion', + 'data': { + 'form_data': form_data, + 'model': models[form_data['model']], + 'channel': channel, + 'session_id': session_id, }, } ) - if "error" in res and res["error"]: - raise Exception(res["error"]) + if 'error' in res and res['error']: + raise Exception(res['error']) return res @@ -162,72 +162,86 @@ async def generate_chat_completion( bypass_filter: bool = False, bypass_system_prompt: bool = False, ): - log.debug(f"generate_chat_completion: {form_data}") + log.debug(f'generate_chat_completion: {form_data}') if BYPASS_MODEL_ACCESS_CONTROL: bypass_filter = True - if hasattr(request.state, "metadata"): - if "metadata" not in form_data: - form_data["metadata"] = request.state.metadata + # Propagate bypass_filter via request.state so that downstream route + # handlers (openai/ollama) can read it without exposing it as a query param. + request.state.bypass_filter = bypass_filter + + if hasattr(request.state, 'metadata'): + if 'metadata' not in form_data: + form_data['metadata'] = request.state.metadata else: - form_data["metadata"] = { - **form_data["metadata"], + form_data['metadata'] = { + **form_data['metadata'], **request.state.metadata, } - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } - log.debug(f"direct connection to model: {models}") + log.debug(f'direct connection to model: {models}') else: models = request.app.state.MODELS - model_id = form_data["model"] + model_id = form_data['model'] if model_id not in models: - raise Exception("Model not found") + raise Exception('Model not found') model = models[model_id] - if getattr(request.state, "direct", False): - return await generate_direct_chat_completion( - request, form_data, user=user, models=models - ) + if getattr(request.state, 'direct', False): + return await generate_direct_chat_completion(request, form_data, user=user, models=models) else: # Check if user has access to the model - if not bypass_filter and user.role == "user": + if not bypass_filter and user.role == 'user': try: - check_model_access(user, model) + await check_model_access(user, model) except Exception as e: raise e - if model.get("owned_by") == "arena": - model_ids = model.get("info", {}).get("meta", {}).get("model_ids") - filter_mode = model.get("info", {}).get("meta", {}).get("filter_mode") - if model_ids and filter_mode == "exclude": + # Arena model — sub-model was already resolved by process_chat_payload. + # Inject selected_model_id into the response for the frontend. + metadata = form_data.get('metadata', {}) + selected_model_id = metadata.pop('selected_model_id', None) + # Also clear from request.state.metadata to prevent the merge at + # lines 177-179 from re-adding it on the recursive call. + if hasattr(request.state, 'metadata'): + request.state.metadata.pop('selected_model_id', None) + + # Fallback: if generate_chat_completion is called with an arena model + # from a path that did NOT go through process_chat_payload (e.g., + # background tasks for title/follow-up/tags generation), resolve now. + if not selected_model_id and model.get('owned_by') == 'arena': + model_ids = model.get('info', {}).get('meta', {}).get('model_ids') + filter_mode = model.get('info', {}).get('meta', {}).get('filter_mode') + if model_ids and filter_mode == 'exclude': model_ids = [ - model["id"] - for model in list(request.app.state.MODELS.values()) - if model.get("owned_by") != "arena" and model["id"] not in model_ids + available_model['id'] + for available_model in list(request.app.state.MODELS.values()) + if available_model.get('owned_by') != 'arena' and available_model['id'] not in model_ids ] - selected_model_id = None if isinstance(model_ids, list) and model_ids: selected_model_id = random.choice(model_ids) else: model_ids = [ - model["id"] - for model in list(request.app.state.MODELS.values()) - if model.get("owned_by") != "arena" + available_model['id'] + for available_model in list(request.app.state.MODELS.values()) + if available_model.get('owned_by') != 'arena' ] selected_model_id = random.choice(model_ids) - form_data["model"] = selected_model_id + form_data['model'] = selected_model_id - if form_data.get("stream") == True: + if selected_model_id: + if form_data.get('stream') == True: async def stream_wrapper(stream): - yield f"data: {json.dumps({'selected_model_id': selected_model_id})}\n\n" + yield f'data: {json.dumps({"selected_model_id": selected_model_id})}\n\n' async for chunk in stream: yield chunk @@ -240,7 +254,7 @@ async def generate_chat_completion( ) return StreamingResponse( stream_wrapper(response.body_iterator), - media_type="text/event-stream", + media_type='text/event-stream', background=response.background, ) else: @@ -254,26 +268,23 @@ async def generate_chat_completion( bypass_system_prompt=bypass_system_prompt, ) ), - "selected_model_id": selected_model_id, + 'selected_model_id': selected_model_id, } - if model.get("pipe"): + if model.get('pipe'): # Below does not require bypass_filter because this is the only route the uses this function and it is already bypassing the filter - return await generate_function_chat_completion( - request, form_data, user=user, models=models - ) - if model.get("owned_by") == "ollama": + return await generate_function_chat_completion(request, form_data, user=user, models=models) + if model.get('owned_by') == 'ollama': # Using /ollama/api/chat endpoint form_data = convert_payload_openai_to_ollama(form_data) response = await generate_ollama_chat_completion( request=request, form_data=form_data, user=user, - bypass_filter=bypass_filter, bypass_system_prompt=bypass_system_prompt, ) - if form_data.get("stream"): - response.headers["content-type"] = "text/event-stream" + if form_data.get('stream'): + response.headers['content-type'] = 'text/event-stream' return StreamingResponse( convert_streaming_response_ollama_to_openai(response), headers=dict(response.headers), @@ -286,7 +297,6 @@ async def generate_chat_completion( request=request, form_data=form_data, user=user, - bypass_filter=bypass_filter, bypass_system_prompt=bypass_system_prompt, ) @@ -298,55 +308,60 @@ async def chat_completed(request: Request, form_data: dict, user: Any): if not request.app.state.MODELS: await get_all_models(request, user=user) - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS data = form_data - model_id = data["model"] + + if not data.get('id'): + raise Exception('Missing message id') + + model_id = data['model'] if model_id not in models: - raise Exception("Model not found") + raise Exception('Model not found') model = models[model_id] try: data = await process_pipeline_outlet_filter(request, data, user, models) except Exception as e: - raise Exception(f"Error: {e}") + raise Exception(f'Error: {e}') + + if not data.get('id'): + raise Exception('Missing message id') metadata = { - "chat_id": data["chat_id"], - "message_id": data["id"], - "filter_ids": data.get("filter_ids", []), - "session_id": data["session_id"], - "user_id": user.id, + 'chat_id': data['chat_id'], + 'message_id': data['id'], + 'filter_ids': data.get('filter_ids', []), + 'session_id': data['session_id'], + 'user_id': user.id, } extra_params = { - "__event_emitter__": get_event_emitter(metadata), - "__event_call__": get_event_call(metadata), - "__user__": user.model_dump() if isinstance(user, UserModel) else {}, - "__metadata__": metadata, - "__request__": request, - "__model__": model, + '__event_emitter__': await get_event_emitter(metadata), + '__event_call__': await get_event_call(metadata), + '__user__': user.model_dump() if isinstance(user, UserModel) else {}, + '__metadata__': metadata, + '__request__': request, + '__model__': model, } try: - filter_ids = get_sorted_filter_ids( - request, model, metadata.get("filter_ids", []) - ) - filter_functions = Functions.get_functions_by_ids(filter_ids) + filter_ids = await get_sorted_filter_ids(request, model, metadata.get('filter_ids', [])) + filter_functions = await Functions.get_functions_by_ids(filter_ids) result, _ = await process_filter_functions( request=request, filter_functions=filter_functions, - filter_type="outlet", + filter_type='outlet', form_data=data, extra_params=extra_params, ) return result except Exception as e: - raise Exception(f"Error: {e}") + raise Exception(f'Error: {e}') diff --git a/backend/open_webui/utils/code_interpreter.py b/backend/open_webui/utils/code_interpreter.py index a5de56a6c1..3e30c419ae 100644 --- a/backend/open_webui/utils/code_interpreter.py +++ b/backend/open_webui/utils/code_interpreter.py @@ -16,9 +16,9 @@ class ResultModel(BaseModel): Execute Code Result Model """ - stdout: Optional[str] = "" - stderr: Optional[str] = "" - result: Optional[str] = "" + stdout: Optional[str] = '' + stderr: Optional[str] = '' + result: Optional[str] = '' class JupyterCodeExecuter: @@ -30,8 +30,8 @@ class JupyterCodeExecuter: self, base_url: str, code: str, - token: str = "", - password: str = "", + token: str = '', + password: str = '', timeout: int = 60, ): """ @@ -46,9 +46,9 @@ class JupyterCodeExecuter: self.token = token self.password = password self.timeout = timeout - self.kernel_id = "" - if self.base_url[-1] != "/": - self.base_url += "/" + self.kernel_id = '' + if self.base_url[-1] != '/': + self.base_url += '/' self.session = aiohttp.ClientSession(trust_env=True, base_url=self.base_url) self.params = {} self.result = ResultModel() @@ -59,12 +59,10 @@ class JupyterCodeExecuter: async def __aexit__(self, exc_type, exc_val, exc_tb): if self.kernel_id: try: - async with self.session.delete( - f"api/kernels/{self.kernel_id}", params=self.params - ) as response: + async with self.session.delete(f'api/kernels/{self.kernel_id}', params=self.params) as response: response.raise_for_status() except Exception as err: - logger.exception("close kernel failed, %s", err) + logger.exception('close kernel failed, %s', err) await self.session.close() async def run(self) -> ResultModel: @@ -73,23 +71,23 @@ class JupyterCodeExecuter: await self.init_kernel() await self.execute_code() except Exception as err: - logger.exception("execute code failed, %s", err) - self.result.stderr = f"Error: {err}" + logger.exception('execute code failed, %s', err) + self.result.stderr = f'Error: {err}' return self.result async def sign_in(self) -> None: # password authentication if self.password and not self.token: - async with self.session.get("login") as response: + async with self.session.get('login') as response: response.raise_for_status() - xsrf_token = response.cookies["_xsrf"].value + xsrf_token = response.cookies['_xsrf'].value if not xsrf_token: - raise ValueError("_xsrf token not found") + raise ValueError('_xsrf token not found') self.session.cookie_jar.update_cookies(response.cookies) - self.session.headers.update({"X-XSRFToken": xsrf_token}) + self.session.headers.update({'X-XSRFToken': xsrf_token}) async with self.session.post( - "login", - data={"_xsrf": xsrf_token, "password": self.password}, + 'login', + data={'_xsrf': xsrf_token, 'password': self.password}, allow_redirects=False, ) as response: response.raise_for_status() @@ -97,27 +95,22 @@ class JupyterCodeExecuter: # token authentication if self.token: - self.params.update({"token": self.token}) + self.params.update({'token': self.token}) async def init_kernel(self) -> None: - async with self.session.post(url="api/kernels", params=self.params) as response: + async with self.session.post(url='api/kernels', params=self.params) as response: response.raise_for_status() kernel_data = await response.json() - self.kernel_id = kernel_data["id"] + self.kernel_id = kernel_data['id'] def init_ws(self) -> (str, dict): - ws_base = self.base_url.replace("http", "ws", 1) - ws_params = "?" + "&".join([f"{key}={val}" for key, val in self.params.items()]) - websocket_url = f"{ws_base}api/kernels/{self.kernel_id}/channels{ws_params if len(ws_params) > 1 else ''}" + ws_base = self.base_url.replace('http', 'ws', 1) + ws_params = '?' + '&'.join([f'{key}={val}' for key, val in self.params.items()]) + websocket_url = f'{ws_base}api/kernels/{self.kernel_id}/channels{ws_params if len(ws_params) > 1 else ""}' ws_headers = {} if self.password and not self.token: ws_headers = { - "Cookie": "; ".join( - [ - f"{cookie.key}={cookie.value}" - for cookie in self.session.cookie_jar - ] - ), + 'Cookie': '; '.join([f'{cookie.key}={cookie.value}' for cookie in self.session.cookie_jar]), **self.session.headers, } return websocket_url, ws_headers @@ -126,9 +119,7 @@ class JupyterCodeExecuter: # initialize ws websocket_url, ws_headers = self.init_ws() # execute - async with websockets.connect( - websocket_url, additional_headers=ws_headers - ) as ws: + async with websockets.connect(websocket_url, additional_headers=ws_headers) as ws: await self.execute_in_jupyter(ws) async def execute_in_jupyter(self, ws) -> None: @@ -137,71 +128,69 @@ class JupyterCodeExecuter: await ws.send( json.dumps( { - "header": { - "msg_id": msg_id, - "msg_type": "execute_request", - "username": "user", - "session": uuid.uuid4().hex, - "date": "", - "version": "5.3", + 'header': { + 'msg_id': msg_id, + 'msg_type': 'execute_request', + 'username': 'user', + 'session': uuid.uuid4().hex, + 'date': '', + 'version': '5.3', }, - "parent_header": {}, - "metadata": {}, - "content": { - "code": self.code, - "silent": False, - "store_history": True, - "user_expressions": {}, - "allow_stdin": False, - "stop_on_error": True, + 'parent_header': {}, + 'metadata': {}, + 'content': { + 'code': self.code, + 'silent': False, + 'store_history': True, + 'user_expressions': {}, + 'allow_stdin': False, + 'stop_on_error': True, }, - "channel": "shell", + 'channel': 'shell', } ) ) # parse message - stdout, stderr, result = "", "", [] + stdout, stderr, result = '', '', [] while True: try: # wait for message message = await asyncio.wait_for(ws.recv(), self.timeout) message_data = json.loads(message) # msg id not match, skip - if message_data.get("parent_header", {}).get("msg_id") != msg_id: + if message_data.get('parent_header', {}).get('msg_id') != msg_id: continue # check message type - msg_type = message_data.get("msg_type") + msg_type = message_data.get('msg_type') match msg_type: - case "stream": - if message_data["content"]["name"] == "stdout": - stdout += message_data["content"]["text"] - elif message_data["content"]["name"] == "stderr": - stderr += message_data["content"]["text"] - case "execute_result" | "display_data": - data = message_data["content"]["data"] - if "image/png" in data: - result.append(f"data:image/png;base64,{data['image/png']}") - elif "text/plain" in data: - result.append(data["text/plain"]) - case "error": - stderr += "\n".join(message_data["content"]["traceback"]) - case "status": - if message_data["content"]["execution_state"] == "idle": + case 'stream': + if message_data['content']['name'] == 'stdout': + stdout += message_data['content']['text'] + elif message_data['content']['name'] == 'stderr': + stderr += message_data['content']['text'] + case 'execute_result' | 'display_data': + data = message_data['content']['data'] + if 'image/png' in data: + result.append(f'data:image/png;base64,{data["image/png"]}') + elif 'text/plain' in data: + result.append(data['text/plain']) + case 'error': + stderr += '\n'.join(message_data['content']['traceback']) + case 'status': + if message_data['content']['execution_state'] == 'idle': break except asyncio.TimeoutError: - stderr += "\nExecution timed out." + stderr += '\nExecution timed out.' break self.result.stdout = stdout.strip() self.result.stderr = stderr.strip() - self.result.result = "\n".join(result).strip() if result else "" + self.result.result = '\n'.join(result).strip() if result else '' async def execute_code_jupyter( - base_url: str, code: str, token: str = "", password: str = "", timeout: int = 60 + base_url: str, code: str, token: str = '', password: str = '', timeout: int = 60 ) -> dict: - async with JupyterCodeExecuter( - base_url, code, token, password, timeout - ) as executor: + async with JupyterCodeExecuter(base_url, code, token, password, timeout) as executor: result = await executor.run() return result.model_dump() diff --git a/backend/open_webui/utils/embeddings.py b/backend/open_webui/utils/embeddings.py index a2dc080cb5..1717886326 100644 --- a/backend/open_webui/utils/embeddings.py +++ b/backend/open_webui/utils/embeddings.py @@ -43,35 +43,35 @@ async def generate_embeddings( bypass_filter = True # Attach extra metadata from request.state if present - if hasattr(request.state, "metadata"): - if "metadata" not in form_data: - form_data["metadata"] = request.state.metadata + if hasattr(request.state, 'metadata'): + if 'metadata' not in form_data: + form_data['metadata'] = request.state.metadata else: - form_data["metadata"] = { - **form_data["metadata"], + form_data['metadata'] = { + **form_data['metadata'], **request.state.metadata, } # If "direct" flag present, use only that model - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS - model_id = form_data.get("model") + model_id = form_data.get('model') if model_id not in models: - raise Exception("Model not found") + raise Exception('Model not found') model = models[model_id] # Access filtering - if not getattr(request.state, "direct", False): - if not bypass_filter and user.role == "user": - check_model_access(user, model) + if not getattr(request.state, 'direct', False): + if not bypass_filter and user.role == 'user': + await check_model_access(user, model) # Ollama backend — use /api/embed which supports batch input natively - if model.get("owned_by") == "ollama": + if model.get('owned_by') == 'ollama': ollama_payload = convert_embed_payload_openai_to_ollama(form_data) response = await ollama_embed( request=request, diff --git a/backend/open_webui/utils/files.py b/backend/open_webui/utils/files.py index af8818d59b..ef7900a1ce 100644 --- a/backend/open_webui/utils/files.py +++ b/backend/open_webui/utils/files.py @@ -27,24 +27,24 @@ import re import requests -BASE64_IMAGE_URL_PREFIX = re.compile(r"data:image/\w+;base64,", re.IGNORECASE) -MARKDOWN_IMAGE_URL_PATTERN = re.compile(r"!\[(.*?)\]\((.+?)\)", re.IGNORECASE) +BASE64_IMAGE_URL_PREFIX = re.compile(r'data:image/\w+;base64,', re.IGNORECASE) +MARKDOWN_IMAGE_URL_PATTERN = re.compile(r'!\[(.*?)\]\((.+?)\)', re.IGNORECASE) -def get_image_base64_from_url(url: str) -> Optional[str]: +async def get_image_base64_from_url(url: str) -> Optional[str]: try: - if url.startswith("http"): + if url.startswith('http'): # Validate URL to prevent SSRF attacks against local/private networks validate_url(url) # Download the image from the URL response = requests.get(url) response.raise_for_status() image_data = response.content - encoded_string = base64.b64encode(image_data).decode("utf-8") - content_type = response.headers.get("Content-Type", "image/png") - return f"data:{content_type};base64,{encoded_string}" + encoded_string = base64.b64encode(image_data).decode('utf-8') + content_type = response.headers.get('Content-Type', 'image/png') + return f'data:{content_type};base64,{encoded_string}' else: - file = Files.get_file_by_id(url) + file = await Files.get_file_by_id(url) if not file: return None @@ -53,10 +53,10 @@ def get_image_base64_from_url(url: str) -> Optional[str]: file_path = Path(file_path) if file_path.is_file(): - with open(file_path, "rb") as image_file: - encoded_string = base64.b64encode(image_file.read()).decode("utf-8") + with open(file_path, 'rb') as image_file: + encoded_string = base64.b64encode(image_file.read()).decode('utf-8') content_type, _ = mimetypes.guess_type(file_path.name) - return f"data:{content_type};base64,{encoded_string}" + return f'data:{content_type};base64,{encoded_string}' else: return None @@ -64,13 +64,13 @@ def get_image_base64_from_url(url: str) -> Optional[str]: return None -def get_image_url_from_base64(request, base64_image_string, metadata, user): +async def get_image_url_from_base64(request, base64_image_string, metadata, user): if BASE64_IMAGE_URL_PREFIX.match(base64_image_string): - image_url = "" + image_url = '' # Extract base64 image data from the line image_data, content_type = get_image_data(base64_image_string) if image_data is not None: - _, image_url = upload_image( + _, image_url = await upload_image( request, image_data, content_type, @@ -82,63 +82,70 @@ def get_image_url_from_base64(request, base64_image_string, metadata, user): return None -def convert_markdown_base64_images(request, content: str, metadata, user): - def replace(match): - base64_string = match.group(2) - MIN_REPLACEMENT_URL_LENGTH = 1024 - if len(base64_string) > MIN_REPLACEMENT_URL_LENGTH: - url = get_image_url_from_base64(request, base64_string, metadata, user) - if url: - return f"![{match.group(1)}]({url})" - return match.group(0) +async def convert_markdown_base64_images(request, content: str, metadata, user): + MIN_REPLACEMENT_URL_LENGTH = 1024 + result_parts = [] + last_end = 0 - return MARKDOWN_IMAGE_URL_PATTERN.sub(replace, content) + for match in MARKDOWN_IMAGE_URL_PATTERN.finditer(content): + result_parts.append(content[last_end:match.start()]) + base64_string = match.group(2) + if len(base64_string) > MIN_REPLACEMENT_URL_LENGTH: + url = await get_image_url_from_base64(request, base64_string, metadata, user) + if url: + result_parts.append(f'![{match.group(1)}]({url})') + else: + result_parts.append(match.group(0)) + else: + result_parts.append(match.group(0)) + last_end = match.end() + + result_parts.append(content[last_end:]) + return ''.join(result_parts) def load_b64_audio_data(b64_str): try: - if "," in b64_str: - header, b64_data = b64_str.split(",", 1) + if ',' in b64_str: + header, b64_data = b64_str.split(',', 1) else: b64_data = b64_str - header = "data:audio/wav;base64" + header = 'data:audio/wav;base64' audio_data = base64.b64decode(b64_data) - content_type = ( - header.split(";")[0].split(":")[1] if ";" in header else "audio/wav" - ) + content_type = header.split(';')[0].split(':')[1] if ';' in header else 'audio/wav' return audio_data, content_type except Exception as e: - print(f"Error decoding base64 audio data: {e}") + print(f'Error decoding base64 audio data: {e}') return None, None -def upload_audio(request, audio_data, content_type, metadata, user): +async def upload_audio(request, audio_data, content_type, metadata, user): audio_format = mimetypes.guess_extension(content_type) file = UploadFile( file=io.BytesIO(audio_data), - filename=f"generated-{audio_format}", # will be converted to a unique ID on upload_file + filename=f'generated-{audio_format}', # will be converted to a unique ID on upload_file headers={ - "content-type": content_type, + 'content-type': content_type, }, ) - file_item = upload_file_handler( + file_item = await upload_file_handler( request, file=file, metadata=metadata, process=False, user=user, ) - url = request.app.url_path_for("get_file_content_by_id", id=file_item.id) + url = request.app.url_path_for('get_file_content_by_id', id=file_item.id) return url -def get_audio_url_from_base64(request, base64_audio_string, metadata, user): - if "data:audio/wav;base64" in base64_audio_string: - audio_url = "" +async def get_audio_url_from_base64(request, base64_audio_string, metadata, user): + if 'data:audio/wav;base64' in base64_audio_string: + audio_url = '' # Extract base64 audio data from the line audio_data, content_type = load_b64_audio_data(base64_audio_string) if audio_data is not None: - audio_url = upload_audio( + audio_url = await upload_audio( request, audio_data, content_type, @@ -149,16 +156,16 @@ def get_audio_url_from_base64(request, base64_audio_string, metadata, user): return None -def get_file_url_from_base64(request, base64_file_string, metadata, user): - if "data:image/png;base64" in base64_file_string: - return get_image_url_from_base64(request, base64_file_string, metadata, user) - elif "data:audio/wav;base64" in base64_file_string: - return get_audio_url_from_base64(request, base64_file_string, metadata, user) +async def get_file_url_from_base64(request, base64_file_string, metadata, user): + if BASE64_IMAGE_URL_PREFIX.match(base64_file_string): + return await get_image_url_from_base64(request, base64_file_string, metadata, user) + elif 'data:audio/wav;base64' in base64_file_string: + return await get_audio_url_from_base64(request, base64_file_string, metadata, user) return None -def get_image_base64_from_file_id(id: str) -> Optional[str]: - file = Files.get_file_by_id(id) +async def get_image_base64_from_file_id(id: str) -> Optional[str]: + file = await Files.get_file_by_id(id) if not file: return None @@ -170,10 +177,10 @@ def get_image_base64_from_file_id(id: str) -> Optional[str]: if file_path.is_file(): import base64 - with open(file_path, "rb") as image_file: - encoded_string = base64.b64encode(image_file.read()).decode("utf-8") + with open(file_path, 'rb') as image_file: + encoded_string = base64.b64encode(image_file.read()).decode('utf-8') content_type, _ = mimetypes.guess_type(file_path.name) - return f"data:{content_type};base64,{encoded_string}" + return f'data:{content_type};base64,{encoded_string}' else: return None except Exception as e: diff --git a/backend/open_webui/utils/filter.py b/backend/open_webui/utils/filter.py index 9c71f0d651..50b1583088 100644 --- a/backend/open_webui/utils/filter.py +++ b/backend/open_webui/utils/filter.py @@ -10,58 +10,60 @@ from open_webui.models.functions import Functions log = logging.getLogger(__name__) -def get_function_module(request, function_id, load_from_db=True): +async def get_function_module(request, function_id, load_from_db=True): """ Get the function module by its ID. """ - function_module, _, _ = get_function_module_from_cache( - request, function_id, load_from_db - ) + function_module, _, _ = await get_function_module_from_cache(request, function_id, load_from_db) return function_module -def get_sorted_filter_ids(request, model: dict, enabled_filter_ids: list = None): - def get_priority(function_id): +async def get_sorted_filter_ids(request, model: dict, enabled_filter_ids: list = None): + async def get_priority(function_id): try: - function_module = get_function_module(request, function_id) - if function_module and hasattr(function_module, "Valves"): - valves_db = Functions.get_function_valves_by_id(function_id) + function_module = await get_function_module(request, function_id) + if function_module and hasattr(function_module, 'Valves'): + valves_db = await Functions.get_function_valves_by_id(function_id) valves = function_module.Valves(**(valves_db if valves_db else {})) - return getattr(valves, "priority", 0) + return getattr(valves, 'priority', 0) except Exception: pass return 0 - filter_ids = [function.id for function in Functions.get_global_filter_functions()] - if "info" in model and "meta" in model["info"]: - filter_ids.extend(model["info"]["meta"].get("filterIds", [])) + filter_ids = [function.id for function in await Functions.get_global_filter_functions()] + if 'info' in model and 'meta' in model['info']: + filter_ids.extend(model['info']['meta'].get('filterIds', [])) filter_ids = list(set(filter_ids)) - active_filter_ids = [ - function.id - for function in Functions.get_functions_by_type("filter", active_only=True) - ] + active_filter_ids = {function.id for function in await Functions.get_functions_by_type('filter', active_only=True)} - def get_active_status(filter_id): - function_module = get_function_module(request, filter_id) + async def get_active_status(filter_id): + function_module = await get_function_module(request, filter_id) - if getattr(function_module, "toggle", None): - return filter_id in (enabled_filter_ids or []) + if getattr(function_module, 'toggle', None): + return filter_id in (enabled_filter_ids or set()) return True - active_filter_ids = [ - filter_id for filter_id in active_filter_ids if get_active_status(filter_id) - ] + # Pre-compute active status for each filter (async functions can't be used in set comprehensions) + resolved_active = {} + for filter_id in active_filter_ids: + resolved_active[filter_id] = await get_active_status(filter_id) + active_filter_ids = {fid for fid, is_active in resolved_active.items() if is_active} filter_ids = [fid for fid in filter_ids if fid in active_filter_ids] - filter_ids.sort(key=lambda fid: (get_priority(fid), fid)) + + # Pre-compute priorities (async functions can't be used in sort keys) + priorities = {} + for fid in filter_ids: + priorities[fid] = await get_priority(fid) + filter_ids.sort(key=lambda fid: (priorities.get(fid, 0), fid)) return filter_ids -async def process_filter_functions( - request, filter_functions, filter_type, form_data, extra_params -): +# Grant these filters the discernment to pass what serves +# and refuse what harms, for every soul in the house. +async def process_filter_functions(request, filter_functions, filter_type, form_data, extra_params): skip_files = None for function in filter_functions: @@ -70,53 +72,47 @@ async def process_filter_functions( if not filter: continue - function_module = get_function_module( - request, filter_id, load_from_db=(filter_type != "stream") - ) + function_module = await get_function_module(request, filter_id, load_from_db=(filter_type != 'stream')) # Prepare handler function handler = getattr(function_module, filter_type, None) if not handler: continue # Check if the function has a file_handler variable - if filter_type == "inlet" and hasattr(function_module, "file_handler"): + if filter_type == 'inlet' and hasattr(function_module, 'file_handler'): skip_files = function_module.file_handler # Apply valves to the function - if hasattr(function_module, "valves") and hasattr(function_module, "Valves"): - valves = Functions.get_function_valves_by_id(filter_id) - function_module.valves = function_module.Valves( - **(valves if valves else {}) - ) + if hasattr(function_module, 'valves') and hasattr(function_module, 'Valves'): + valves = await Functions.get_function_valves_by_id(filter_id) + function_module.valves = function_module.Valves(**(valves if valves else {})) try: # Prepare parameters sig = inspect.signature(handler) - params = {"body": form_data} - if filter_type == "stream": - params = {"event": form_data} + params = {'body': form_data} + if filter_type == 'stream': + params = {'event': form_data} params = params | { k: v for k, v in { **extra_params, - "__id__": filter_id, + '__id__': filter_id, }.items() if k in sig.parameters } # Handle user parameters - if "__user__" in sig.parameters: - if hasattr(function_module, "UserValves"): + if '__user__' in sig.parameters: + if hasattr(function_module, 'UserValves'): try: - params["__user__"]["valves"] = function_module.UserValves( - **Functions.get_user_valves_by_id_and_user_id( - filter_id, params["__user__"]["id"] - ) + params['__user__']['valves'] = function_module.UserValves( + **await Functions.get_user_valves_by_id_and_user_id(filter_id, params['__user__']['id']) ) except Exception as e: - log.exception(f"Failed to get user values: {e}") + log.exception(f'Failed to get user values: {e}') # Execute handler if inspect.iscoroutinefunction(handler): @@ -125,14 +121,14 @@ async def process_filter_functions( form_data = handler(**params) except Exception as e: - log.debug(f"Error in {filter_type} handler {filter_id}: {e}") + log.debug(f'Error in {filter_type} handler {filter_id}: {e}') raise e # Handle file cleanup for inlet if skip_files: - if "files" in form_data.get("metadata", {}): - del form_data["metadata"]["files"] - if "files" in form_data: - del form_data["files"] + if 'files' in form_data.get('metadata', {}): + del form_data['metadata']['files'] + if 'files' in form_data: + del form_data['files'] return form_data, {} diff --git a/backend/open_webui/utils/groups.py b/backend/open_webui/utils/groups.py index 26fc5d8434..50099b2ee7 100644 --- a/backend/open_webui/utils/groups.py +++ b/backend/open_webui/utils/groups.py @@ -4,7 +4,7 @@ from open_webui.models.groups import Groups log = logging.getLogger(__name__) -def apply_default_group_assignment( +async def apply_default_group_assignment( default_group_id: str, user_id: str, db=None, @@ -18,8 +18,6 @@ def apply_default_group_assignment( """ if default_group_id: try: - Groups.add_users_to_group(default_group_id, [user_id], db=db) + await Groups.add_users_to_group(default_group_id, [user_id], db=db) except Exception as e: - log.error( - f"Failed to add user {user_id} to default group {default_group_id}: {e}" - ) + log.error(f'Failed to add user {user_id} to default group {default_group_id}: {e}') diff --git a/backend/open_webui/utils/headers.py b/backend/open_webui/utils/headers.py index f0b13c00d3..0baee5edb9 100644 --- a/backend/open_webui/utils/headers.py +++ b/backend/open_webui/utils/headers.py @@ -11,7 +11,7 @@ from open_webui.env import ( def include_user_info_headers(headers, user): return { **headers, - FORWARD_USER_INFO_HEADER_USER_NAME: quote(user.name, safe=" "), + FORWARD_USER_INFO_HEADER_USER_NAME: quote(user.name, safe=' '), FORWARD_USER_INFO_HEADER_USER_ID: user.id, FORWARD_USER_INFO_HEADER_USER_EMAIL: user.email, FORWARD_USER_INFO_HEADER_USER_ROLE: user.role, diff --git a/backend/open_webui/utils/images/comfyui.py b/backend/open_webui/utils/images/comfyui.py index 3c402cbc17..497808c22d 100644 --- a/backend/open_webui/utils/images/comfyui.py +++ b/backend/open_webui/utils/images/comfyui.py @@ -13,99 +13,97 @@ from pydantic import BaseModel log = logging.getLogger(__name__) -default_headers = {"User-Agent": "Mozilla/5.0"} +default_headers = {'User-Agent': 'Mozilla/5.0'} def queue_prompt(prompt, client_id, base_url, api_key): - log.info("queue_prompt") - p = {"prompt": prompt, "client_id": client_id} - data = json.dumps(p).encode("utf-8") - log.debug(f"queue_prompt data: {data}") + log.info('queue_prompt') + p = {'prompt': prompt, 'client_id': client_id} + data = json.dumps(p).encode('utf-8') + log.debug(f'queue_prompt data: {data}') try: req = urllib.request.Request( - f"{base_url}/prompt", + f'{base_url}/prompt', data=data, - headers={**default_headers, "Authorization": f"Bearer {api_key}"}, + headers={**default_headers, 'Authorization': f'Bearer {api_key}'}, ) response = urllib.request.urlopen(req).read() return json.loads(response) except Exception as e: - log.exception(f"Error while queuing prompt: {e}") + log.exception(f'Error while queuing prompt: {e}') raise e def get_image(filename, subfolder, folder_type, base_url, api_key): - log.info("get_image") - data = {"filename": filename, "subfolder": subfolder, "type": folder_type} + log.info('get_image') + data = {'filename': filename, 'subfolder': subfolder, 'type': folder_type} url_values = urllib.parse.urlencode(data) req = urllib.request.Request( - f"{base_url}/view?{url_values}", - headers={**default_headers, "Authorization": f"Bearer {api_key}"}, + f'{base_url}/view?{url_values}', + headers={**default_headers, 'Authorization': f'Bearer {api_key}'}, ) with urllib.request.urlopen(req) as response: return response.read() def get_image_url(filename, subfolder, folder_type, base_url): - log.info("get_image") - data = {"filename": filename, "subfolder": subfolder, "type": folder_type} + log.info('get_image') + data = {'filename': filename, 'subfolder': subfolder, 'type': folder_type} url_values = urllib.parse.urlencode(data) - return f"{base_url}/view?{url_values}" + return f'{base_url}/view?{url_values}' def get_history(prompt_id, base_url, api_key): - log.info("get_history") + log.info('get_history') req = urllib.request.Request( - f"{base_url}/history/{prompt_id}", - headers={**default_headers, "Authorization": f"Bearer {api_key}"}, + f'{base_url}/history/{prompt_id}', + headers={**default_headers, 'Authorization': f'Bearer {api_key}'}, ) with urllib.request.urlopen(req) as response: return json.loads(response.read()) def get_images(ws, workflow, client_id, base_url, api_key): - prompt_id = queue_prompt(workflow, client_id, base_url, api_key)["prompt_id"] + prompt_id = queue_prompt(workflow, client_id, base_url, api_key)['prompt_id'] output_images = [] while True: out = ws.recv() if isinstance(out, str): message = json.loads(out) - if message["type"] == "executing": - data = message["data"] - if data["node"] is None and data["prompt_id"] == prompt_id: + if message['type'] == 'executing': + data = message['data'] + if data['node'] is None and data['prompt_id'] == prompt_id: break # Execution is done else: continue # previews are binary data history = get_history(prompt_id, base_url, api_key)[prompt_id] - for node_id in history["outputs"]: - node_output = history["outputs"][node_id] - if node_id in workflow and workflow[node_id].get("class_type") in [ - "SaveImage", - "PreviewImage", + for node_id in history['outputs']: + node_output = history['outputs'][node_id] + if node_id in workflow and workflow[node_id].get('class_type') in [ + 'SaveImage', + 'PreviewImage', ]: - if "images" in node_output: - for image in node_output["images"]: - url = get_image_url( - image["filename"], image["subfolder"], image["type"], base_url - ) - output_images.append({"url": url}) - return {"data": output_images} + if 'images' in node_output: + for image in node_output['images']: + url = get_image_url(image['filename'], image['subfolder'], image['type'], base_url) + output_images.append({'url': url}) + return {'data': output_images} async def comfyui_upload_image(image_file_item, base_url, api_key): - url = f"{base_url}/api/upload/image" + url = f'{base_url}/api/upload/image' headers = {} if api_key: - headers["Authorization"] = f"Bearer {api_key}" + headers['Authorization'] = f'Bearer {api_key}' _, (filename, file_bytes, mime_type) = image_file_item form = aiohttp.FormData() - form.add_field("image", file_bytes, filename=filename, content_type=mime_type) - form.add_field("type", "input") # required by ComfyUI + form.add_field('image', file_bytes, filename=filename, content_type=mime_type) + form.add_field('type', 'input') # required by ComfyUI async with aiohttp.ClientSession() as session: async with session.post(url, data=form, headers=headers) as resp: @@ -116,7 +114,7 @@ async def comfyui_upload_image(image_file_item, base_url, api_key): class ComfyUINodeInput(BaseModel): type: Optional[str] = None node_ids: list[str] = [] - key: Optional[str] = "text" + key: Optional[str] = 'text' value: Optional[str] = None @@ -138,76 +136,56 @@ class ComfyUICreateImageForm(BaseModel): seed: Optional[int] = None -async def comfyui_create_image( - model: str, payload: ComfyUICreateImageForm, client_id, base_url, api_key -): - ws_url = base_url.replace("http://", "ws://").replace("https://", "wss://") +async def comfyui_create_image(model: str, payload: ComfyUICreateImageForm, client_id, base_url, api_key): + ws_url = base_url.replace('http://', 'ws://').replace('https://', 'wss://') workflow = json.loads(payload.workflow.workflow) for node in payload.workflow.nodes: if node.type: - if node.type == "model": + if node.type == 'model': for node_id in node.node_ids: - workflow[node_id]["inputs"][node.key] = model - elif node.type == "prompt": + workflow[node_id]['inputs'][node.key] = model + elif node.type == 'prompt': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "text" - ] = payload.prompt - elif node.type == "negative_prompt": + workflow[node_id]['inputs'][node.key if node.key else 'text'] = payload.prompt + elif node.type == 'negative_prompt': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "text" - ] = payload.negative_prompt - elif node.type == "width": + workflow[node_id]['inputs'][node.key if node.key else 'text'] = payload.negative_prompt + elif node.type == 'width': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "width" - ] = payload.width - elif node.type == "height": + workflow[node_id]['inputs'][node.key if node.key else 'width'] = payload.width + elif node.type == 'height': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "height" - ] = payload.height - elif node.type == "n": + workflow[node_id]['inputs'][node.key if node.key else 'height'] = payload.height + elif node.type == 'n': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "batch_size" - ] = payload.n - elif node.type == "steps": + workflow[node_id]['inputs'][node.key if node.key else 'batch_size'] = payload.n + elif node.type == 'steps': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "steps" - ] = payload.steps - elif node.type == "seed": - seed = ( - payload.seed - if payload.seed - else random.randint(0, 1125899906842624) - ) + workflow[node_id]['inputs'][node.key if node.key else 'steps'] = payload.steps + elif node.type == 'seed': + seed = payload.seed if payload.seed else random.randint(0, 1125899906842624) for node_id in node.node_ids: - workflow[node_id]["inputs"][node.key] = seed + workflow[node_id]['inputs'][node.key] = seed else: for node_id in node.node_ids: - workflow[node_id]["inputs"][node.key] = node.value + workflow[node_id]['inputs'][node.key] = node.value try: ws = websocket.WebSocket() - headers = {"Authorization": f"Bearer {api_key}"} - ws.connect(f"{ws_url}/ws?clientId={client_id}", header=headers) - log.info("WebSocket connection established.") + headers = {'Authorization': f'Bearer {api_key}'} + ws.connect(f'{ws_url}/ws?clientId={client_id}', header=headers) + log.info('WebSocket connection established.') except Exception as e: - log.exception(f"Failed to connect to WebSocket server: {e}") + log.exception(f'Failed to connect to WebSocket server: {e}') return None try: - log.info("Sending workflow to WebSocket server.") - log.info(f"Workflow: {workflow}") - images = await asyncio.to_thread( - get_images, ws, workflow, client_id, base_url, api_key - ) + log.info('Sending workflow to WebSocket server.') + log.info(f'Workflow: {workflow}') + images = await asyncio.to_thread(get_images, ws, workflow, client_id, base_url, api_key) except Exception as e: - log.exception(f"Error while receiving images: {e}") + log.exception(f'Error while receiving images: {e}') images = None ws.close() @@ -228,85 +206,65 @@ class ComfyUIEditImageForm(BaseModel): seed: Optional[int] = None -async def comfyui_edit_image( - model: str, payload: ComfyUIEditImageForm, client_id, base_url, api_key -): - ws_url = base_url.replace("http://", "ws://").replace("https://", "wss://") +async def comfyui_edit_image(model: str, payload: ComfyUIEditImageForm, client_id, base_url, api_key): + ws_url = base_url.replace('http://', 'ws://').replace('https://', 'wss://') workflow = json.loads(payload.workflow.workflow) for node in payload.workflow.nodes: if node.type: - if node.type == "model": + if node.type == 'model': for node_id in node.node_ids: - workflow[node_id]["inputs"][node.key] = model - elif node.type == "image": + workflow[node_id]['inputs'][node.key] = model + elif node.type == 'image': if isinstance(payload.image, list): # check if multiple images are provided for idx, node_id in enumerate(node.node_ids): if idx < len(payload.image): - workflow[node_id]["inputs"][node.key] = payload.image[idx] + workflow[node_id]['inputs'][node.key] = payload.image[idx] else: for node_id in node.node_ids: - workflow[node_id]["inputs"][node.key] = payload.image - elif node.type == "prompt": + workflow[node_id]['inputs'][node.key] = payload.image + elif node.type == 'prompt': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "text" - ] = payload.prompt - elif node.type == "negative_prompt": + workflow[node_id]['inputs'][node.key if node.key else 'text'] = payload.prompt + elif node.type == 'negative_prompt': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "text" - ] = payload.negative_prompt - elif node.type == "width": + workflow[node_id]['inputs'][node.key if node.key else 'text'] = payload.negative_prompt + elif node.type == 'width': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "width" - ] = payload.width - elif node.type == "height": + workflow[node_id]['inputs'][node.key if node.key else 'width'] = payload.width + elif node.type == 'height': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "height" - ] = payload.height - elif node.type == "n": + workflow[node_id]['inputs'][node.key if node.key else 'height'] = payload.height + elif node.type == 'n': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "batch_size" - ] = payload.n - elif node.type == "steps": + workflow[node_id]['inputs'][node.key if node.key else 'batch_size'] = payload.n + elif node.type == 'steps': for node_id in node.node_ids: - workflow[node_id]["inputs"][ - node.key if node.key else "steps" - ] = payload.steps - elif node.type == "seed": - seed = ( - payload.seed - if payload.seed - else random.randint(0, 1125899906842624) - ) + workflow[node_id]['inputs'][node.key if node.key else 'steps'] = payload.steps + elif node.type == 'seed': + seed = payload.seed if payload.seed else random.randint(0, 1125899906842624) for node_id in node.node_ids: - workflow[node_id]["inputs"][node.key] = seed + workflow[node_id]['inputs'][node.key] = seed else: for node_id in node.node_ids: - workflow[node_id]["inputs"][node.key] = node.value + workflow[node_id]['inputs'][node.key] = node.value try: ws = websocket.WebSocket() - headers = {"Authorization": f"Bearer {api_key}"} - ws.connect(f"{ws_url}/ws?clientId={client_id}", header=headers) - log.info("WebSocket connection established.") + headers = {'Authorization': f'Bearer {api_key}'} + ws.connect(f'{ws_url}/ws?clientId={client_id}', header=headers) + log.info('WebSocket connection established.') except Exception as e: - log.exception(f"Failed to connect to WebSocket server: {e}") + log.exception(f'Failed to connect to WebSocket server: {e}') return None try: - log.info("Sending workflow to WebSocket server.") - log.info(f"Workflow: {workflow}") - images = await asyncio.to_thread( - get_images, ws, workflow, client_id, base_url, api_key - ) + log.info('Sending workflow to WebSocket server.') + log.info(f'Workflow: {workflow}') + images = await asyncio.to_thread(get_images, ws, workflow, client_id, base_url, api_key) except Exception as e: - log.exception(f"Error while receiving images: {e}") + log.exception(f'Error while receiving images: {e}') images = None ws.close() diff --git a/backend/open_webui/utils/logger.py b/backend/open_webui/utils/logger.py index 26a525fc0b..fa4e77f53d 100644 --- a/backend/open_webui/utils/logger.py +++ b/backend/open_webui/utils/logger.py @@ -4,7 +4,7 @@ import sys from typing import TYPE_CHECKING from loguru import logger -from opentelemetry import trace + from open_webui.env import ( ENABLE_AUDIT_STDOUT, ENABLE_AUDIT_LOGS_FILE, @@ -23,7 +23,7 @@ if TYPE_CHECKING: from loguru import Message, Record -def stdout_format(record: "Record") -> str: +def stdout_format(record: 'Record') -> str: """ Generates a formatted string for log records that are output to the console. This format includes a timestamp, log level, source location (module, function, and line), the log message, and any extra data (serialized as JSON). @@ -32,39 +32,39 @@ def stdout_format(record: "Record") -> str: Returns: str: A formatted log string intended for stdout. """ - if record["extra"]: - record["extra"]["extra_json"] = json.dumps(record["extra"]) - extra_format = " - {extra[extra_json]}" + if record['extra']: + record['extra']['extra_json'] = json.dumps(record['extra']) + extra_format = ' - {extra[extra_json]}' else: - extra_format = "" + extra_format = '' return ( - "{time:YYYY-MM-DD HH:mm:ss.SSS} | " - "{level: <8} | " - "{name}:{function}:{line} - " - "{message}" + extra_format + "\n{exception}" + '{time:YYYY-MM-DD HH:mm:ss.SSS} | ' + '{level: <8} | ' + '{name}:{function}:{line} - ' + '{message}' + extra_format + '\n{exception}' ) -def _json_sink(message: "Message") -> None: +def _json_sink(message: 'Message') -> None: """Write log records as single-line JSON to stdout. Used as a Loguru sink when LOG_FORMAT is set to "json". """ record = message.record log_entry = { - "ts": record["time"].strftime("%Y-%m-%dT%H:%M:%S.%f")[:-3] + "Z", - "level": _LEVEL_MAP.get(record["level"].name, record["level"].name.lower()), - "msg": record["message"], - "caller": f"{record['name']}:{record['function']}:{record['line']}", + 'ts': record['time'].strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3] + 'Z', + 'level': _LEVEL_MAP.get(record['level'].name, record['level'].name.lower()), + 'msg': record['message'], + 'caller': f'{record["name"]}:{record["function"]}:{record["line"]}', } - if record["extra"]: - log_entry["extra"] = record["extra"] + if record['extra']: + log_entry['extra'] = record['extra'] - if record["exception"] is not None: - log_entry["error"] = "".join(record["exception"].format_exception()).rstrip() + if record['exception'] is not None: + log_entry['error'] = ''.join(record['exception'].format_exception()).rstrip() - sys.stdout.write(json.dumps(log_entry, ensure_ascii=False, default=str) + "\n") + sys.stdout.write(json.dumps(log_entry, ensure_ascii=False, default=str) + '\n') sys.stdout.flush() @@ -90,9 +90,7 @@ class InterceptHandler(logging.Handler): frame = frame.f_back depth += 1 - logger.opt(depth=depth, exception=record.exc_info).bind( - **self._get_extras() - ).log(level, record.getMessage()) + logger.opt(depth=depth, exception=record.exc_info).bind(**self._get_extras()).log(level, record.getMessage()) if ENABLE_OTEL and ENABLE_OTEL_LOGS: from open_webui.utils.telemetry.logs import otel_handler @@ -102,15 +100,17 @@ class InterceptHandler(logging.Handler): if not ENABLE_OTEL: return {} + from opentelemetry import trace + extras = {} context = trace.get_current_span().get_span_context() if context.is_valid: - extras["trace_id"] = trace.format_trace_id(context.trace_id) - extras["span_id"] = trace.format_span_id(context.span_id) + extras['trace_id'] = trace.format_trace_id(context.trace_id) + extras['span_id'] = trace.format_span_id(context.span_id) return extras -def file_format(record: "Record"): +def file_format(record: 'Record'): """ Formats audit log records into a structured JSON string for file output. @@ -121,22 +121,22 @@ def file_format(record: "Record"): """ audit_data = { - "id": record["extra"].get("id", ""), - "timestamp": int(record["time"].timestamp()), - "user": record["extra"].get("user", dict()), - "audit_level": record["extra"].get("audit_level", ""), - "verb": record["extra"].get("verb", ""), - "request_uri": record["extra"].get("request_uri", ""), - "response_status_code": record["extra"].get("response_status_code", 0), - "source_ip": record["extra"].get("source_ip", ""), - "user_agent": record["extra"].get("user_agent", ""), - "request_object": record["extra"].get("request_object", b""), - "response_object": record["extra"].get("response_object", b""), - "extra": record["extra"].get("extra", {}), + 'id': record['extra'].get('id', ''), + 'timestamp': int(record['time'].timestamp()), + 'user': record['extra'].get('user', dict()), + 'audit_level': record['extra'].get('audit_level', ''), + 'verb': record['extra'].get('verb', ''), + 'request_uri': record['extra'].get('request_uri', ''), + 'response_status_code': record['extra'].get('response_status_code', 0), + 'source_ip': record['extra'].get('source_ip', ''), + 'user_agent': record['extra'].get('user_agent', ''), + 'request_object': record['extra'].get('request_object', b''), + 'response_object': record['extra'].get('response_object', b''), + 'extra': record['extra'].get('extra', {}), } - record["extra"]["file_extra"] = json.dumps(audit_data, default=str) - return "{extra[file_extra]}\n" + record['extra']['file_extra'] = json.dumps(audit_data, default=str) + return '{extra[file_extra]}\n' def start_logger(): @@ -152,10 +152,8 @@ def start_logger(): """ logger.remove() - audit_filter = lambda record: ( - True if ENABLE_AUDIT_STDOUT else "auditable" not in record["extra"] - ) - if LOG_FORMAT == "json": + audit_filter = lambda record: True if ENABLE_AUDIT_STDOUT else 'auditable' not in record['extra'] + if LOG_FORMAT == 'json': logger.add( _json_sink, level=GLOBAL_LOG_LEVEL, @@ -168,24 +166,22 @@ def start_logger(): format=stdout_format, filter=audit_filter, ) - if AUDIT_LOG_LEVEL != "NONE" and ENABLE_AUDIT_LOGS_FILE: + if AUDIT_LOG_LEVEL != 'NONE' and ENABLE_AUDIT_LOGS_FILE: try: logger.add( AUDIT_LOGS_FILE_PATH, - level="INFO", + level='INFO', rotation=AUDIT_LOG_FILE_ROTATION_SIZE, - compression="zip", + compression='zip', format=file_format, - filter=lambda record: record["extra"].get("auditable") is True, + filter=lambda record: record['extra'].get('auditable') is True, ) except Exception as e: - logger.error(f"Failed to initialize audit log file handler: {str(e)}") + logger.error(f'Failed to initialize audit log file handler: {str(e)}') - logging.basicConfig( - handlers=[InterceptHandler()], level=GLOBAL_LOG_LEVEL, force=True - ) + logging.basicConfig(handlers=[InterceptHandler()], level=GLOBAL_LOG_LEVEL, force=True) - for uvicorn_logger_name in ["uvicorn", "uvicorn.error"]: + for uvicorn_logger_name in ['uvicorn', 'uvicorn.error']: uvicorn_logger = logging.getLogger(uvicorn_logger_name) uvicorn_logger.setLevel(GLOBAL_LOG_LEVEL) uvicorn_logger.handlers = [] @@ -195,4 +191,4 @@ def start_logger(): uvicorn_logger.setLevel(GLOBAL_LOG_LEVEL) uvicorn_logger.handlers = [InterceptHandler()] - logger.info(f"GLOBAL_LOG_LEVEL: {GLOBAL_LOG_LEVEL}") + logger.info(f'GLOBAL_LOG_LEVEL: {GLOBAL_LOG_LEVEL}') diff --git a/backend/open_webui/utils/mcp/client.py b/backend/open_webui/utils/mcp/client.py index 1004536e4d..effe4b1637 100644 --- a/backend/open_webui/utils/mcp/client.py +++ b/backend/open_webui/utils/mcp/client.py @@ -1,7 +1,10 @@ import asyncio +import logging from typing import Optional from contextlib import AsyncExitStack +log = logging.getLogger(__name__) + import anyio from mcp import ClientSession @@ -9,29 +12,42 @@ from mcp.client.auth import OAuthClientProvider, TokenStorage from mcp.client.streamable_http import streamablehttp_client from mcp.shared.auth import OAuthClientInformationFull, OAuthClientMetadata, OAuthToken import httpx -from open_webui.env import AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL +from open_webui.env import AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL, AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER -def create_insecure_httpx_client(headers=None, timeout=None, auth=None): - """Create an httpx AsyncClient with SSL verification disabled. +def _build_httpx_client(headers=None, timeout=None, auth=None, verify=True): + """Create an httpx AsyncClient for MCP transport. - Note: verify=False must be passed at construction time because httpx + Falls back to AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER when the caller + (i.e. the MCP SDK) does not supply an explicit timeout. + + Note: verify must be passed at construction time because httpx configures the SSL context during __init__. Setting client.verify = False after construction does not affect the underlying transport's SSL context. """ kwargs = { - "follow_redirects": True, - "verify": False, + 'follow_redirects': True, + 'verify': verify, } if timeout is not None: - kwargs["timeout"] = timeout + kwargs['timeout'] = timeout + elif AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER is not None: + kwargs['timeout'] = float(AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER) if headers is not None: - kwargs["headers"] = headers + kwargs['headers'] = headers if auth is not None: - kwargs["auth"] = auth + kwargs['auth'] = auth return httpx.AsyncClient(**kwargs) +def create_httpx_client(headers=None, timeout=None, auth=None): + return _build_httpx_client(headers=headers, timeout=timeout, auth=auth, verify=True) + + +async def create_insecure_httpx_client(headers=None, timeout=None, auth=None): + return _build_httpx_client(headers=headers, timeout=timeout, auth=auth, verify=False) + + class MCPClient: def __init__(self): self.session: Optional[ClientSession] = None @@ -40,25 +56,20 @@ class MCPClient: async def connect(self, url: str, headers: Optional[dict] = None): async with AsyncExitStack() as exit_stack: try: - if AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL: - self._streams_context = streamablehttp_client(url, headers=headers) - else: - self._streams_context = streamablehttp_client( - url, - headers=headers, - httpx_client_factory=create_insecure_httpx_client, - ) + self._streams_context = streamablehttp_client( + url, + headers=headers, + httpx_client_factory=create_httpx_client + if AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL + else create_insecure_httpx_client, + ) transport = await exit_stack.enter_async_context(self._streams_context) read_stream, write_stream, _ = transport - self._session_context = ClientSession( - read_stream, write_stream - ) # pylint: disable=W0201 + self._session_context = ClientSession(read_stream, write_stream) # pylint: disable=W0201 - self.session = await exit_stack.enter_async_context( - self._session_context - ) + self.session = await exit_stack.enter_async_context(self._session_context) with anyio.fail_after(10): await self.session.initialize() self.exit_stack = exit_stack.pop_all() @@ -68,7 +79,7 @@ class MCPClient: async def list_tool_specs(self) -> Optional[dict]: if not self.session: - raise RuntimeError("MCP client is not connected.") + raise RuntimeError('MCP client is not connected.') result = await self.session.list_tools() tools = result.tools @@ -81,26 +92,22 @@ class MCPClient: inputSchema = tool.inputSchema # TODO: handle outputSchema if needed - outputSchema = getattr(tool, "outputSchema", None) + outputSchema = getattr(tool, 'outputSchema', None) - tool_specs.append( - {"name": name, "description": description, "parameters": inputSchema} - ) + tool_specs.append({'name': name, 'description': description, 'parameters': inputSchema}) return tool_specs - async def call_tool( - self, function_name: str, function_args: dict - ) -> Optional[dict]: + async def call_tool(self, function_name: str, function_args: dict) -> Optional[dict]: if not self.session: - raise RuntimeError("MCP client is not connected.") + raise RuntimeError('MCP client is not connected.') result = await self.session.call_tool(function_name, function_args) if not result: - raise Exception("No result returned from MCP tool call.") + raise Exception('No result returned from MCP tool call.') - result_dict = result.model_dump(mode="json") - result_content = result_dict.get("content", {}) + result_dict = result.model_dump(mode='json') + result_content = result_dict.get('content', {}) if result.isError: raise Exception(result_content) @@ -109,31 +116,62 @@ class MCPClient: async def list_resources(self, cursor: Optional[str] = None) -> Optional[dict]: if not self.session: - raise RuntimeError("MCP client is not connected.") + raise RuntimeError('MCP client is not connected.') result = await self.session.list_resources(cursor=cursor) if not result: - raise Exception("No result returned from MCP list_resources call.") + raise Exception('No result returned from MCP list_resources call.') result_dict = result.model_dump() - resources = result_dict.get("resources", []) + resources = result_dict.get('resources', []) return resources async def read_resource(self, uri: str) -> Optional[dict]: if not self.session: - raise RuntimeError("MCP client is not connected.") + raise RuntimeError('MCP client is not connected.') result = await self.session.read_resource(uri) if not result: - raise Exception("No result returned from MCP read_resource call.") + raise Exception('No result returned from MCP read_resource call.') result_dict = result.model_dump() return result_dict async def disconnect(self): - # Clean up and close the session - await self.exit_stack.aclose() + """Clean up and close the session. + + This method is idempotent — calling it multiple times or on a + client that was never connected is safe. It shields the close + operation from CancelledError and adds a timeout so a hung MCP + server cannot block the event loop indefinitely. + """ + exit_stack = self.exit_stack + if exit_stack is None: + return + + # Prevent double-close from concurrent callers + self.exit_stack = None + self.session = None + + try: + await asyncio.wait_for( + asyncio.shield(exit_stack.aclose()), + timeout=5.0, + ) + except asyncio.TimeoutError: + log.warning('MCPClient.disconnect() timed out after 5 s') + except RuntimeError as exc: + # The MCP SDK's streamable_http transport uses anyio task + # groups and async generators internally. When we close + # a session that was interrupted mid-flight these can + # raise RuntimeError ("aclose(): asynchronous generator is + # already running" or "Attempted to exit cancel scope in a + # different task"). Swallowing the error here prevents the + # orphaned coroutines from spinning at 100 % CPU. + log.debug('MCPClient.disconnect() suppressed RuntimeError: %s', exc) + except Exception as exc: + log.debug('MCPClient.disconnect() error: %s', exc) async def __aenter__(self): await self.exit_stack.__aenter__() diff --git a/backend/open_webui/utils/middleware.py b/backend/open_webui/utils/middleware.py index 8bfed7d391..fb4912bef5 100644 --- a/backend/open_webui/utils/middleware.py +++ b/backend/open_webui/utils/middleware.py @@ -92,11 +92,13 @@ from open_webui.utils.misc import ( get_last_user_message_item, get_last_assistant_message, get_system_message, + merge_system_messages, replace_system_message_content, prepend_to_first_user_message_content, convert_logit_bias_input_to_json, get_content_from_message, convert_output_to_messages, + strip_empty_content_blocks, ) from open_webui.utils.tools import ( get_tools, @@ -135,6 +137,7 @@ from open_webui.env import ( ENABLE_FORWARD_USER_INFO_HEADERS, FORWARD_SESSION_INFO_HEADER_CHAT_ID, FORWARD_SESSION_INFO_HEADER_MESSAGE_ID, + ENABLE_RESPONSES_API_STATEFUL, ) from open_webui.utils.headers import include_user_info_headers from open_webui.constants import TASKS @@ -143,23 +146,27 @@ logging.basicConfig(stream=sys.stdout, level=GLOBAL_LOG_LEVEL) log = logging.getLogger(__name__) +# We believe in one maker of all models, seen and unseen, +# and in the reasoning which proceeds from the architect. +# We look for the resurrection of dead processes and the +# inference of the world to come. DEFAULT_REASONING_TAGS = [ - ("", ""), - ("", ""), - ("", ""), - ("", ""), - ("", ""), - ("", ""), - ("<|begin_of_thought|>", "<|end_of_thought|>"), - ("◁think▷", "◁/think▷"), + ('', ''), + ('', ''), + ('', ''), + ('', ''), + ('', ''), + ('', ''), + ('<|begin_of_thought|>', '<|end_of_thought|>'), + ('◁think▷', '◁/think▷'), ] -DEFAULT_SOLUTION_TAGS = [("<|begin_of_solution|>", "<|end_of_solution|>")] -DEFAULT_CODE_INTERPRETER_TAGS = [("", "")] +DEFAULT_SOLUTION_TAGS = [('<|begin_of_solution|>', '<|end_of_solution|>')] +DEFAULT_CODE_INTERPRETER_TAGS = [('', '')] def output_id(prefix: str) -> str: """Generate OR-style ID: prefix + 24-char hex UUID.""" - return f"{prefix}_{uuid4().hex[:24]}" + return f'{prefix}_{uuid4().hex[:24]}' def _split_tool_calls( @@ -196,7 +203,7 @@ def _split_tool_calls( expanded = [] for tool_call in tool_calls: - arguments = tool_call.get("function", {}).get("arguments", "") + arguments = tool_call.get('function', {}).get('arguments', '') split_arguments = split_json_objects(arguments) if len(split_arguments) <= 1: @@ -204,15 +211,15 @@ def _split_tool_calls( else: for argument in split_arguments: cloned = copy.deepcopy(tool_call) - cloned["id"] = f"call_{uuid4().hex[:24]}" - cloned["function"]["arguments"] = argument + cloned['id'] = f'call_{uuid4().hex[:24]}' + cloned['function']['arguments'] = argument expanded.append(cloned) return expanded def get_citation_source_from_tool_result( - tool_name: str, tool_params: dict, tool_result: str, tool_id: str = "" + tool_name: str, tool_params: dict, tool_result: str, tool_id: str = '' ) -> list[dict]: """ Parse a tool's result and convert it to source dicts for citation display. @@ -224,15 +231,15 @@ def get_citation_source_from_tool_result( Returns a list of sources (usually one, but query_knowledge_files may return multiple). """ - _EXPECTS_LIST = {"search_web", "query_knowledge_files"} - _EXPECTS_DICT = {"view_knowledge_file"} + _EXPECTS_LIST = {'search_web', 'query_knowledge_files'} + _EXPECTS_DICT = {'view_knowledge_file', 'view_file'} try: try: tool_result = json.loads(tool_result) except (json.JSONDecodeError, TypeError): pass # keep tool_result as-is (e.g. fetch_url returns plain text) - if isinstance(tool_result, dict) and "error" in tool_result: + if isinstance(tool_result, dict) and 'error' in tool_result: return [] # Validate tool_result type based on what the branch expects @@ -241,83 +248,79 @@ def get_citation_source_from_tool_result( elif tool_name in _EXPECTS_DICT and not isinstance(tool_result, dict): return [] - if tool_name == "search_web": + if tool_name == 'search_web': # Parse JSON array: [{"title": "...", "link": "...", "snippet": "..."}] results = tool_result documents = [] metadata = [] for result in results: - title = result.get("title", "") - link = result.get("link", "") - snippet = result.get("snippet", "") + title = result.get('title', '') + link = result.get('link', '') + snippet = result.get('snippet', '') - documents.append(f"{title}\n{snippet}") + documents.append(f'{title}\n{snippet}') metadata.append( { - "source": link, - "name": title, - "url": link, + 'source': link, + 'name': title, + 'url': link, } ) return [ { - "source": {"name": "search_web", "id": "search_web"}, - "document": documents, - "metadata": metadata, + 'source': {'name': 'search_web', 'id': 'search_web'}, + 'document': documents, + 'metadata': metadata, } ] - elif tool_name == "view_knowledge_file": + elif tool_name in ('view_knowledge_file', 'view_file'): file_data = tool_result - filename = file_data.get("filename", "Unknown File") - file_id = file_data.get("id", "") - knowledge_name = file_data.get("knowledge_name", "") + filename = file_data.get('filename', 'Unknown File') + file_id = file_data.get('id', '') + knowledge_name = file_data.get('knowledge_name', '') return [ { - "source": { - "id": file_id, - "name": filename, - "type": "file", + 'source': { + 'id': file_id, + 'name': filename, + 'type': 'file', }, - "document": [file_data.get("content", "")], - "metadata": [ + 'document': [file_data.get('content', '')], + 'metadata': [ { - "file_id": file_id, - "name": filename, - "source": filename, - **( - {"knowledge_name": knowledge_name} - if knowledge_name - else {} - ), + 'file_id': file_id, + 'name': filename, + 'source': filename, + **({'knowledge_name': knowledge_name} if knowledge_name else {}), } ], } ] - elif tool_name == "fetch_url": - url = tool_params.get("url", "") + elif tool_name == 'fetch_url': + url = tool_params.get('url', '') content = tool_result if isinstance(tool_result, str) else str(tool_result) - snippet = content[:500] + ("..." if len(content) > 500 else "") + snippet = content[:500] + ('...' if len(content) > 500 else '') return [ { - "source": {"name": url or "fetch_url", "id": url or "fetch_url"}, - "document": [snippet], - "metadata": [ + 'source': {'name': url or 'fetch_url', 'id': url or 'fetch_url'}, + 'document': [snippet], + 'metadata': [ { - "source": url, - "name": url, - "url": url, + 'source': url, + 'name': url, + 'url': url, } ], } ] - elif tool_name == "query_knowledge_files": + elif tool_name == 'query_knowledge_files': chunks = tool_result # Group chunks by source for better citation display @@ -325,33 +328,33 @@ def get_citation_source_from_tool_result( sources_by_file = {} for chunk in chunks: - source_name = chunk.get("source", "Unknown") - file_id = chunk.get("file_id", "") - note_id = chunk.get("note_id", "") - chunk_type = chunk.get("type", "file") - content = chunk.get("content", "") + source_name = chunk.get('source', 'Unknown') + file_id = chunk.get('file_id', '') + note_id = chunk.get('note_id', '') + chunk_type = chunk.get('type', 'file') + content = chunk.get('content', '') # Use file_id or note_id as the key key = file_id or note_id or source_name if key not in sources_by_file: sources_by_file[key] = { - "source": { - "id": file_id or note_id, - "name": source_name, - "type": chunk_type, + 'source': { + 'id': file_id or note_id, + 'name': source_name, + 'type': chunk_type, }, - "document": [], - "metadata": [], + 'document': [], + 'metadata': [], } - sources_by_file[key]["document"].append(content) - sources_by_file[key]["metadata"].append( + sources_by_file[key]['document'].append(content) + sources_by_file[key]['metadata'].append( { - "file_id": file_id, - "name": source_name, - "source": source_name, - **({"note_id": note_id} if note_id else {}), + 'file_id': file_id, + 'name': source_name, + 'source': source_name, + **({'note_id': note_id} if note_id else {}), } ) @@ -366,36 +369,34 @@ def get_citation_source_from_tool_result( # Fallback for other tools return [ { - "source": { - "name": tool_name, - "type": "tool", - "id": tool_id or tool_name, + 'source': { + 'name': tool_name, + 'type': 'tool', + 'id': tool_id or tool_name, }, - "document": [str(tool_result)], - "metadata": [{"source": tool_name, "name": tool_name}], + 'document': [str(tool_result)], + 'metadata': [{'source': tool_name, 'name': tool_name}], } ] except Exception as e: - log.exception(f"Error parsing tool result for {tool_name}: {e}") + log.exception(f'Error parsing tool result for {tool_name}: {e}') return [ { - "source": {"name": tool_name, "type": "tool"}, - "document": [str(tool_result)], - "metadata": [{"source": tool_name}], + 'source': {'name': tool_name, 'type': 'tool'}, + 'document': [str(tool_result)], + 'metadata': [{'source': tool_name}], } ] def split_content_and_whitespace(content): content_stripped = content.rstrip() - original_whitespace = ( - content[len(content_stripped) :] if len(content) > len(content_stripped) else "" - ) + original_whitespace = content[len(content_stripped) :] if len(content) > len(content_stripped) else '' return content_stripped, original_whitespace def is_opening_code_block(content): - backtick_segments = content.split("```") + backtick_segments = content.split('```') # Even number of segments means the last backticks are opening a new block return len(backtick_segments) > 1 and len(backtick_segments) % 2 == 0 @@ -405,128 +406,119 @@ def serialize_output(output: list) -> str: Convert OR-aligned output items to HTML for display. For LLM consumption, use convert_output_to_messages() instead. """ - content = "" + content = '' # First pass: collect function_call_output items by call_id for lookup tool_outputs = {} for item in output: - if item.get("type") == "function_call_output": - tool_outputs[item.get("call_id")] = item + if item.get('type') == 'function_call_output': + tool_outputs[item.get('call_id')] = item # Second pass: render items in order for idx, item in enumerate(output): - item_type = item.get("type", "") + item_type = item.get('type', '') - if item_type == "message": - for content_part in item.get("content", []): - if "text" in content_part: - text = content_part.get("text", "").strip() + if item_type == 'message': + for content_part in item.get('content', []): + if 'text' in content_part: + text = content_part.get('text', '').strip() if text: - content = f"{content}{text}\n" + content = f'{content}{text}\n' - elif item_type == "function_call": + elif item_type == 'function_call': # Render tool call inline with its result (if available) - if content and not content.endswith("\n"): - content += "\n" + if content and not content.endswith('\n'): + content += '\n' - call_id = item.get("call_id", "") - name = item.get("name", "") - arguments = item.get("arguments", "") + call_id = item.get('call_id', '') + name = item.get('name', '') + arguments = item.get('arguments', '') result_item = tool_outputs.get(call_id) if result_item: - result_text = "" - for result_output in result_item.get("output", []): - if "text" in result_output: - output_text = result_output.get("text", "") - result_text += ( - str(output_text) - if not isinstance(output_text, str) - else output_text - ) - files = result_item.get("files") - embeds = result_item.get("embeds", "") + result_text = '' + for result_output in result_item.get('output', []): + if 'text' in result_output: + output_text = result_output.get('text', '') + result_text += str(output_text) if not isinstance(output_text, str) else output_text + files = result_item.get('files') + embeds = result_item.get('embeds', '') content += f'
\nTool Executed\n
\n' else: content += f'
\nExecuting...\n
\n' - elif item_type == "function_call_output": + elif item_type == 'function_call_output': # Already handled inline with function_call above pass - elif item_type == "reasoning": - reasoning_content = "" + elif item_type == 'reasoning': + reasoning_content = '' # Check for 'summary' (new structure) or 'content' (legacy/fallback) - source_list = item.get("summary", []) or item.get("content", []) + source_list = item.get('summary', []) or item.get('content', []) for content_part in source_list: - if "text" in content_part: - reasoning_content += content_part.get("text", "") - elif "summary" in content_part: # Handle potential nested logic if any + if 'text' in content_part: + reasoning_content += content_part.get('text', '') + elif 'summary' in content_part: # Handle potential nested logic if any pass reasoning_content = reasoning_content.strip() - duration = item.get("duration") - status = item.get("status", "in_progress") + duration = item.get('duration') + status = item.get('status', 'in_progress') # Infer completion: if this reasoning item is NOT the last item, # render as done (a subsequent item means reasoning is complete) is_last_item = idx == len(output) - 1 - if content and not content.endswith("\n"): - content += "\n" + if content and not content.endswith('\n'): + content += '\n' display = html.escape( - "\n".join( - (f"> {line}" if not line.startswith(">") else line) - for line in reasoning_content.splitlines() + '\n'.join( + (f'> {line}' if not line.startswith('>') else line) for line in reasoning_content.splitlines() ) ) - if status == "completed" or duration is not None or not is_last_item: + if status == 'completed' or duration is not None or not is_last_item: content = f'{content}
\nThought for {duration or 0} seconds\n{display}\n
\n' else: content = f'{content}
\nThinking…\n{display}\n
\n' - elif item_type == "open_webui:code_interpreter": - content_stripped, original_whitespace = split_content_and_whitespace( - content - ) + elif item_type == 'open_webui:code_interpreter': + content_stripped, original_whitespace = split_content_and_whitespace(content) if is_opening_code_block(content_stripped): - content = content_stripped.rstrip("`").rstrip() + original_whitespace + content = content_stripped.rstrip('`').rstrip() + original_whitespace else: content = content_stripped + original_whitespace - if content and not content.endswith("\n"): - content += "\n" + if content and not content.endswith('\n'): + content += '\n' # Render the code_interpreter item as a
block # so the frontend Collapsible renders "Analyzing..."/"Analyzed". - code = item.get("code", "").strip() - lang = item.get("lang", "python") - status = item.get("status", "in_progress") - duration = item.get("duration") + code = item.get('code', '').strip() + lang = item.get('lang', 'python') + status = item.get('status', 'in_progress') + duration = item.get('duration') is_last_item = idx == len(output) - 1 # Build inner content: code block - display = "" + display = '' if code: - display = f"```{lang}\n{code}\n```" + display = f'```{lang}\n{code}\n```' # Build output attribute as HTML-escaped JSON for CodeBlock.svelte - ci_output = item.get("output") - output_attr = "" + ci_output = item.get('output') + output_attr = '' if ci_output: if isinstance(ci_output, dict): output_json = json.dumps(ci_output, ensure_ascii=False) else: - output_json = json.dumps( - {"result": str(ci_output)}, ensure_ascii=False - ) + output_json = json.dumps({'result': str(ci_output)}, ensure_ascii=False) output_attr = f' output="{html.escape(output_json)}"' - if status == "completed" or duration is not None or not is_last_item: + if status == 'completed' or duration is not None or not is_last_item: content += f'
\nAnalyzed\n{display}\n
\n' else: content += f'
\nAnalyzing…\n{display}\n
\n' @@ -575,19 +567,19 @@ def handle_responses_streaming_event( # Note: treating current_output as immutable, but avoiding full deepcopy for perf. # We will shallow copy only if we need to modify the list structure or items. - event_type = data.get("type", "") + event_type = data.get('type', '') - if event_type == "response.output_item.added": - item = data.get("item", {}) + if event_type == 'response.output_item.added': + item = data.get('item', {}) if item: new_output = list(current_output) new_output.append(item) return new_output, None return current_output, None - elif event_type == "response.content_part.added": - part = data.get("part", {}) - output_index = data.get("output_index", len(current_output) - 1) + elif event_type == 'response.content_part.added': + part = data.get('part', {}) + output_index = data.get('output_index', len(current_output) - 1) if current_output and 0 <= output_index < len(current_output): new_output = list(current_output) @@ -595,83 +587,83 @@ def handle_responses_streaming_event( item = new_output[output_index].copy() new_output[output_index] = item - if "content" not in item: - item["content"] = [] + if 'content' not in item: + item['content'] = [] else: # Copy content list - item["content"] = list(item["content"]) + item['content'] = list(item['content']) - if item.get("type") == "reasoning": + if item.get('type') == 'reasoning': # Reasoning items should not have content parts pass else: - item["content"].append(part) + item['content'].append(part) return new_output, None return current_output, None - elif event_type == "response.reasoning_summary_part.added": - part = data.get("part", {}) - output_index = data.get("output_index", len(current_output) - 1) + elif event_type == 'response.reasoning_summary_part.added': + part = data.get('part', {}) + output_index = data.get('output_index', len(current_output) - 1) if current_output and 0 <= output_index < len(current_output): new_output = list(current_output) item = new_output[output_index].copy() new_output[output_index] = item - if "summary" not in item: - item["summary"] = [] + if 'summary' not in item: + item['summary'] = [] else: - item["summary"] = list(item["summary"]) + item['summary'] = list(item['summary']) - item["summary"].append(part) + item['summary'].append(part) return new_output, None return current_output, None - elif event_type.startswith("response.") and event_type.endswith(".delta"): + elif event_type.startswith('response.') and event_type.endswith('.delta'): # Generic Delta Handling - parts = event_type.split(".") + parts = event_type.split('.') if len(parts) >= 3: delta_type = parts[1] - delta = data.get("delta", "") + delta = data.get('delta', '') - output_index = data.get("output_index", len(current_output) - 1) + output_index = data.get('output_index', len(current_output) - 1) if current_output and 0 <= output_index < len(current_output): new_output = list(current_output) item = new_output[output_index].copy() new_output[output_index] = item - item_type = item.get("type", "") + item_type = item.get('type', '') # Determine target field and object based on delta_type and item_type - if delta_type == "function_call_arguments": - key = "arguments" - if item_type == "function_call": + if delta_type == 'function_call_arguments': + key = 'arguments' + if item_type == 'function_call': # Function call args are usually strings - item[key] = item.get(key, "") + str(delta) + item[key] = item.get(key, '') + str(delta) else: # Generic handling, refined by item type below pass - if item_type == "message": + if item_type == 'message': # Message items: "text"/"output_text" -> "text" # "reasoning_text" -> Skipped (should use reasoning item) - if delta_type in ["text", "output_text"]: - key = "text" - elif delta_type in ["reasoning_text", "reasoning_summary_text"]: + if delta_type in ['text', 'output_text']: + key = 'text' + elif delta_type in ['reasoning_text', 'reasoning_summary_text']: # Skip reasoning updates for message items return new_output, None else: key = delta_type - content_index = data.get("content_index", 0) - if "content" not in item: - item["content"] = [] + content_index = data.get('content_index', 0) + if 'content' not in item: + item['content'] = [] else: - item["content"] = list(item["content"]) - content_list = item["content"] + item['content'] = list(item['content']) + content_list = item['content'] while len(content_list) <= content_index: - content_list.append({"type": "text", "text": ""}) + content_list.append({'type': 'text', 'text': ''}) # Copy the part to mutate it part = content_list[content_index].copy() @@ -680,55 +672,53 @@ def handle_responses_streaming_event( current_val = part.get(key) if current_val is None: # Initialize based on delta type - current_val = {} if isinstance(delta, dict) else "" + current_val = {} if isinstance(delta, dict) else '' part[key] = deep_merge(current_val, delta) - elif item_type == "reasoning": + elif item_type == 'reasoning': # Reasoning items: "reasoning_text"/"reasoning_summary_text" -> "text" # "text"/"output_text" -> Skipped (should use message item) - if delta_type == "reasoning_summary_text": + if delta_type == 'reasoning_summary_text': # Summary updates -> item['summary'] - key = "text" - summary_index = data.get("summary_index", 0) - if "summary" not in item: - item["summary"] = [] + key = 'text' + summary_index = data.get('summary_index', 0) + if 'summary' not in item: + item['summary'] = [] else: - item["summary"] = list(item["summary"]) - summary_list = item["summary"] + item['summary'] = list(item['summary']) + summary_list = item['summary'] while len(summary_list) <= summary_index: - summary_list.append( - {"type": "summary_text", "text": ""} - ) + summary_list.append({'type': 'summary_text', 'text': ''}) part = summary_list[summary_index].copy() summary_list[summary_index] = part - target_val = part.get(key, "") + target_val = part.get(key, '') part[key] = deep_merge(target_val, delta) - elif delta_type == "reasoning_text": + elif delta_type == 'reasoning_text': # Reasoning body updates -> item['content'] - key = "text" - content_index = data.get("content_index", 0) - if "content" not in item: - item["content"] = [] + key = 'text' + content_index = data.get('content_index', 0) + if 'content' not in item: + item['content'] = [] else: - item["content"] = list(item["content"]) - content_list = item["content"] + item['content'] = list(item['content']) + content_list = item['content'] while len(content_list) <= content_index: # Reasoning content parts default to text - content_list.append({"type": "text", "text": ""}) + content_list.append({'type': 'text', 'text': ''}) part = content_list[content_index].copy() content_list[content_index] = part - target_val = part.get(key, "") + target_val = part.get(key, '') part[key] = deep_merge(target_val, delta) - elif delta_type in ["text", "output_text"]: + elif delta_type in ['text', 'output_text']: return new_output, None else: # Fallback just in case other deltas target reasoning? @@ -736,109 +726,104 @@ def handle_responses_streaming_event( else: # Fallback for other item types - if delta_type in ["text", "output_text"]: - key = "text" + if delta_type in ['text', 'output_text']: + key = 'text' else: key = delta_type current_val = item.get(key) if current_val is None: - current_val = {} if isinstance(delta, dict) else "" + current_val = {} if isinstance(delta, dict) else '' item[key] = deep_merge(current_val, delta) return new_output, None - elif event_type.startswith("response.") and event_type.endswith(".done"): + elif event_type.startswith('response.') and event_type.endswith('.done'): # Delta Events: response.content_part.done, response.text.done, etc. - parts = event_type.split(".") + parts = event_type.split('.') if len(parts) >= 3: type_name = parts[1] # 1. Handle specific Delta "done" signals - if type_name == "content_part": + if type_name == 'content_part': # "Signaling that no further changes will occur to a content part" # If payloads contains the full part, we could update it. # Usually purely signaling in standard implementation, but we check payload. - part = data.get("part") - output_index = data.get("output_index", len(current_output) - 1) + part = data.get('part') + output_index = data.get('output_index', len(current_output) - 1) if part and current_output and 0 <= output_index < len(current_output): new_output = list(current_output) item = new_output[output_index].copy() new_output[output_index] = item - if "content" in item: - item["content"] = list(item["content"]) - content_index = data.get( - "content_index", len(item["content"]) - 1 - ) - if 0 <= content_index < len(item["content"]): - item["content"][content_index] = part + if 'content' in item: + item['content'] = list(item['content']) + content_index = data.get('content_index', len(item['content']) - 1) + if 0 <= content_index < len(item['content']): + item['content'][content_index] = part return new_output, {} return current_output, None - elif type_name == "reasoning_summary_part": - part = data.get("part") - output_index = data.get("output_index", len(current_output) - 1) + elif type_name == 'reasoning_summary_part': + part = data.get('part') + output_index = data.get('output_index', len(current_output) - 1) if part and current_output and 0 <= output_index < len(current_output): new_output = list(current_output) item = new_output[output_index].copy() new_output[output_index] = item - if "summary" in item: - item["summary"] = list(item["summary"]) - summary_index = data.get( - "summary_index", len(item["summary"]) - 1 - ) - if 0 <= summary_index < len(item["summary"]): - item["summary"][summary_index] = part + if 'summary' in item: + item['summary'] = list(item['summary']) + summary_index = data.get('summary_index', len(item['summary']) - 1) + if 0 <= summary_index < len(item['summary']): + item['summary'][summary_index] = part return new_output, {} return current_output, None # 2. Skip Output Item done (handled specifically below) - if type_name == "output_item": + if type_name == 'output_item': pass # 3. Generic Field Done (text.done, audio.done) - elif type_name not in ["completed", "failed"]: - output_index = data.get("output_index", len(current_output) - 1) + elif type_name not in ['completed', 'failed']: + output_index = data.get('output_index', len(current_output) - 1) if current_output and 0 <= output_index < len(current_output): - key = ( - "text" + 'text' if type_name in [ - "text", - "output_text", - "reasoning_text", - "reasoning_summary_text", + 'text', + 'output_text', + 'reasoning_text', + 'reasoning_summary_text', ] else type_name ) - if type_name == "function_call_arguments": - key = "arguments" + if type_name == 'function_call_arguments': + key = 'arguments' if key in data: final_value = data[key] new_output = list(current_output) item = new_output[output_index].copy() new_output[output_index] = item - item_type = item.get("type", "") + item_type = item.get('type', '') - if type_name == "function_call_arguments": - if item_type == "function_call": - item["arguments"] = final_value - elif item_type == "message": - content_index = data.get("content_index", 0) - if "content" in item: - item["content"] = list(item["content"]) - if len(item["content"]) > content_index: - part = item["content"][content_index].copy() - item["content"][content_index] = part + if type_name == 'function_call_arguments': + if item_type == 'function_call': + item['arguments'] = final_value + elif item_type == 'message': + content_index = data.get('content_index', 0) + if 'content' in item: + item['content'] = list(item['content']) + if len(item['content']) > content_index: + part = item['content'][content_index].copy() + item['content'][content_index] = part part[key] = final_value - elif item_type == "reasoning": - item["status"] = "completed" + elif item_type == 'reasoning': + item['status'] = 'completed' else: item[key] = final_value @@ -846,10 +831,10 @@ def handle_responses_streaming_event( return current_output, None - elif event_type == "response.output_item.done": + elif event_type == 'response.output_item.done': # Delta Event: Output item complete - item = data.get("item") - output_index = data.get("output_index", len(current_output) - 1) + item = data.get('item') + output_index = data.get('output_index', len(current_output) - 1) new_output = list(current_output) if item and 0 <= output_index < len(current_output): @@ -858,60 +843,57 @@ def handle_responses_streaming_event( new_output.append(item) return new_output, {} - elif event_type == "response.completed": + elif event_type == 'response.completed': # State Machine Event: Completed - response_data = data.get("response", {}) - final_output = response_data.get("output") + response_data = data.get('response', {}) + final_output = response_data.get('output') new_output = final_output if final_output is not None else current_output # Ensure reasoning items are marked as completed in the final output if new_output: for item in new_output: - if ( - item.get("type") == "reasoning" - and item.get("status") != "completed" - ): - item["status"] = "completed" + if item.get('type') == 'reasoning' and item.get('status') != 'completed': + item['status'] = 'completed' - return new_output, {"usage": response_data.get("usage"), "done": True} + return new_output, { + 'usage': response_data.get('usage'), + 'done': True, + 'response_id': response_data.get('id'), + } - elif event_type == "response.in_progress": + elif event_type == 'response.in_progress': # State Machine Event: In Progress # We could extract metadata if needed, but for now just acknowledge iteration return current_output, None - elif event_type == "response.failed": + elif event_type == 'response.failed': # State Machine Event: Failed - error = data.get("response", {}).get("error", {}) - return current_output, {"error": error} + error = data.get('response', {}).get('error', {}) + return current_output, {'error': error} else: return current_output, None -def get_source_context( - sources: list, source_ids: dict = None, include_content: bool = True -) -> str: +def get_source_context(sources: list, source_ids: dict = None, include_content: bool = True) -> str: """ Build tag context string from citation sources. """ - context_string = "" + context_string = '' if source_ids is None: source_ids = {} for source in sources: - for doc, meta in zip(source.get("document", []), source.get("metadata", [])): - source_id = ( - meta.get("source") or source.get("source", {}).get("id") or "N/A" - ) + for doc, meta in zip(source.get('document', []), source.get('metadata', [])): + source_id = meta.get('source') or source.get('source', {}).get('id') or 'N/A' if source_id not in source_ids: source_ids[source_id] = len(source_ids) + 1 - src_name = source.get("source", {}).get("name") - body = doc if include_content else "" + src_name = source.get('source', {}).get('name') + body = doc if include_content else '' context_string += ( f'{body}\n" + + (f' name="{src_name}"' if src_name else '') + + f'>{body}\n' ) return context_string @@ -954,7 +936,7 @@ def apply_source_context_to_messages( ) -def process_tool_result( +async def process_tool_result( request, tool_function_name, tool_result, @@ -964,40 +946,50 @@ def process_tool_result( user=None, ): tool_result_embeds = [] - EXTERNAL_TOOL_TYPES = ("external", "action", "terminal") + EXTERNAL_TOOL_TYPES = ('external', 'action', 'terminal') + + # Support (HTMLResponse, result_context) tuples: the optional second + # element lets tool authors provide the LLM with actionable context + # about the generated embed instead of the generic fallback message. + result_context = None + if isinstance(tool_result, tuple) and len(tool_result) == 2 and isinstance(tool_result[0], HTMLResponse): + tool_result, result_context = tool_result if isinstance(tool_result, HTMLResponse): - content_disposition = tool_result.headers.get("Content-Disposition", "") - if "inline" in content_disposition: - content = tool_result.body.decode("utf-8", "replace") + content_disposition = tool_result.headers.get('Content-Disposition', '') + if 'inline' in content_disposition: + content = tool_result.body.decode('utf-8', 'replace') tool_result_embeds.append(content) if 200 <= tool_result.status_code < 300: - tool_result = { - "status": "success", - "code": "ui_component", - "message": f"{tool_function_name}: Embedded UI result is active and visible to the user.", - } + if result_context is not None and isinstance(result_context, (str, dict, list)): + tool_result = result_context + else: + tool_result = { + 'status': 'success', + 'code': 'ui_component', + 'message': f'{tool_function_name}: Embedded UI result is active and visible to the user.', + } elif 400 <= tool_result.status_code < 500: tool_result = { - "status": "error", - "code": "ui_component", - "message": f"{tool_function_name}: Client error {tool_result.status_code} from embedded UI result.", + 'status': 'error', + 'code': 'ui_component', + 'message': f'{tool_function_name}: Client error {tool_result.status_code} from embedded UI result.', } elif 500 <= tool_result.status_code < 600: tool_result = { - "status": "error", - "code": "ui_component", - "message": f"{tool_function_name}: Server error {tool_result.status_code} from embedded UI result.", + 'status': 'error', + 'code': 'ui_component', + 'message': f'{tool_function_name}: Server error {tool_result.status_code} from embedded UI result.', } else: tool_result = { - "status": "error", - "code": "ui_component", - "message": f"{tool_function_name}: Unexpected status code {tool_result.status_code} from embedded UI result.", + 'status': 'error', + 'code': 'ui_component', + 'message': f'{tool_function_name}: Unexpected status code {tool_result.status_code} from embedded UI result.', } else: - tool_result = tool_result.body.decode("utf-8", "replace") + tool_result = tool_result.body.decode('utf-8', 'replace') elif (tool_type in EXTERNAL_TOOL_TYPES and isinstance(tool_result, tuple)) or ( direct_tool and isinstance(tool_result, list) and len(tool_result) == 2 @@ -1013,84 +1005,108 @@ def process_tool_result( if tool_response_headers and isinstance(tool_response_headers, dict): content_disposition = tool_response_headers.get( - "Content-Disposition", - tool_response_headers.get("content-disposition", ""), + 'Content-Disposition', + tool_response_headers.get('content-disposition', ''), ) - if "inline" in content_disposition: + if 'inline' in content_disposition: content_type = tool_response_headers.get( - "Content-Type", - tool_response_headers.get("content-type", ""), + 'Content-Type', + tool_response_headers.get('content-type', ''), ) location = tool_response_headers.get( - "Location", - tool_response_headers.get("location", ""), + 'Location', + tool_response_headers.get('location', ''), ) - if "text/html" in content_type: + if 'text/html' in content_type: + # Support (html_content, result_context) nested tuple + result_context = None + html_content = tool_result + if isinstance(tool_result, (tuple, list)) and len(tool_result) == 2: + html_content, result_context = tool_result + # Display as iframe embed - tool_result_embeds.append(tool_result) - tool_result = { - "status": "success", - "code": "ui_component", - "message": f"{tool_function_name}: Embedded UI result is active and visible to the user.", - } + tool_result_embeds.append(html_content) + if result_context is not None and isinstance(result_context, (str, dict, list)): + tool_result = result_context + else: + tool_result = { + 'status': 'success', + 'code': 'ui_component', + 'message': f'{tool_function_name}: Embedded UI result is active and visible to the user.', + } elif location: + # Support (html_content, result_context) nested tuple for location embeds + result_context = None + if isinstance(tool_result, (tuple, list)) and len(tool_result) == 2: + _, result_context = tool_result + tool_result_embeds.append(location) - tool_result = { - "status": "success", - "code": "ui_component", - "message": f"{tool_function_name}: Embedded UI result is active and visible to the user.", - } + if result_context is not None and isinstance(result_context, (str, dict, list)): + tool_result = result_context + else: + tool_result = { + 'status': 'success', + 'code': 'ui_component', + 'message': f'{tool_function_name}: Embedded UI result is active and visible to the user.', + } tool_result_files = [] + # Detect base64 image data URIs from tool results (e.g. binary image + # responses from execute_tool_server). Move the data URI to + # tool_result_files and replace tool_result with a text summary. + if isinstance(tool_result, str) and tool_result.startswith('data:image/'): + tool_result_files.append({'type': 'image', 'url': tool_result}) + tool_result = f'{tool_function_name}: Image file read successfully.' + if isinstance(tool_result, list): - if tool_type == "mcp": # MCP + if tool_type == 'mcp': # MCP tool_response = [] for item in tool_result: if isinstance(item, dict): - if item.get("type") == "text": - text = item.get("text", "") + if item.get('type') == 'text': + text = item.get('text', '') if isinstance(text, str): try: text = json.loads(text) except json.JSONDecodeError: pass tool_response.append(text) - elif item.get("type") in ["image", "audio"]: - file_url = get_file_url_from_base64( + elif item.get('type') in ['image', 'audio']: + file_url = await get_file_url_from_base64( request, - f"data:{item.get('mimeType')};base64,{item.get('data', item.get('blob', ''))}", + f'data:{item.get("mimeType")};base64,{item.get("data", item.get("blob", ""))}', { - "chat_id": metadata.get("chat_id", None), - "message_id": metadata.get("message_id", None), - "session_id": metadata.get("session_id", None), - "result": item, + 'chat_id': metadata.get('chat_id', None), + 'message_id': metadata.get('message_id', None), + 'session_id': metadata.get('session_id', None), + 'result': item, }, user, ) tool_result_files.append( { - "type": item.get("type", "data"), - "url": file_url, + 'type': item.get('type', 'data'), + 'url': file_url, } ) tool_result = tool_response[0] if len(tool_response) == 1 else tool_response else: # OpenAPI for item in tool_result: - if isinstance(item, str) and item.startswith("data:"): + if isinstance(item, str) and item.startswith('data:'): tool_result_files.append( { - "type": "data", - "content": item, + 'type': 'data', + 'content': item, } ) tool_result.remove(item) if isinstance(tool_result, list): - tool_result = {"results": tool_result} + tool_result = {'results': tool_result} if isinstance(tool_result, dict) or isinstance(tool_result, list): tool_result = json.dumps(tool_result, indent=2, ensure_ascii=False) @@ -1101,11 +1117,7 @@ def process_tool_result( if tool_result is not None and not isinstance(tool_result, str): if isinstance(tool_result, tuple): # execute_tool_server returns (data, headers); unpack the data part - tool_result = ( - json.dumps(tool_result[0], indent=2, ensure_ascii=False) - if len(tool_result) > 0 - else "" - ) + tool_result = json.dumps(tool_result[0], indent=2, ensure_ascii=False) if len(tool_result) > 0 else '' else: tool_result = str(tool_result) @@ -1127,8 +1139,8 @@ async def terminal_event_handler( if not event_emitter: return - if tool_function_name == "display_file": - path = tool_function_params.get("path", "") + if tool_function_name == 'display_file': + path = tool_function_params.get('path', '') if not path: return # Only emit if the file actually exists @@ -1138,30 +1150,30 @@ async def terminal_event_handler( parsed = json.loads(parsed) except (json.JSONDecodeError, TypeError): pass - if isinstance(parsed, dict) and parsed.get("exists") is False: + if isinstance(parsed, dict) and parsed.get('exists') is False: return await event_emitter( { - "type": f"terminal:{tool_function_name}", - "data": {"path": path}, + 'type': f'terminal:{tool_function_name}', + 'data': {'path': path}, } ) - elif tool_function_name in ("write_file", "replace_file_content"): - path = tool_function_params.get("path", "") + elif tool_function_name in ('write_file', 'replace_file_content'): + path = tool_function_params.get('path', '') if not path: return await event_emitter( { - "type": f"terminal:{tool_function_name}", - "data": {"path": path}, + 'type': f'terminal:{tool_function_name}', + 'data': {'path': path}, } ) - elif tool_function_name == "run_command": + elif tool_function_name == 'run_command': await event_emitter( { - "type": "terminal:run_command", - "data": {}, + 'type': 'terminal:run_command', + 'data': {}, } ) @@ -1171,53 +1183,48 @@ async def chat_completion_tools_handler( ) -> tuple[dict, dict]: async def get_content_from_response(response) -> Optional[str]: content = None - if hasattr(response, "body_iterator"): + if hasattr(response, 'body_iterator'): async for chunk in response.body_iterator: - data = json.loads(chunk.decode("utf-8", "replace")) - content = data["choices"][0]["message"]["content"] + data = json.loads(chunk.decode('utf-8', 'replace')) + content = data['choices'][0]['message']['content'] # Cleanup any remaining background tasks if necessary if response.background is not None: await response.background() else: - content = response["choices"][0]["message"]["content"] + content = response['choices'][0]['message']['content'] return content def get_tools_function_calling_payload(messages, task_model_id, content): user_message = get_last_user_message(messages) - if user_message and messages and messages[-1]["role"] == "user": + if user_message and messages and messages[-1]['role'] == 'user': # Remove the last user message to avoid duplication messages = messages[:-1] recent_messages = messages[-4:] if len(messages) > 4 else messages - chat_history = "\n".join( - f"{message['role'].upper()}: \"\"\"{get_content_from_message(message)}\"\"\"" - for message in recent_messages + chat_history = '\n'.join( + f'{message["role"].upper()}: """{get_content_from_message(message)}"""' for message in recent_messages ) - prompt = ( - f"History:\n{chat_history}\nQuery: {user_message}" - if chat_history - else f"Query: {user_message}" - ) + prompt = f'History:\n{chat_history}\nQuery: {user_message}' if chat_history else f'Query: {user_message}' return { - "model": task_model_id, - "messages": [ - {"role": "system", "content": content}, - {"role": "user", "content": prompt}, + 'model': task_model_id, + 'messages': [ + {'role': 'system', 'content': content}, + {'role': 'user', 'content': prompt}, ], - "stream": False, - "metadata": {"task": str(TASKS.FUNCTION_CALLING)}, + 'stream': False, + 'metadata': {'task': str(TASKS.FUNCTION_CALLING)}, } - event_caller = extra_params["__event_call__"] - event_emitter = extra_params["__event_emitter__"] - metadata = extra_params["__metadata__"] + event_caller = extra_params['__event_call__'] + event_emitter = extra_params['__event_emitter__'] + metadata = extra_params['__metadata__'] task_model_id = get_task_model_id( - body["model"], + body['model'], request.app.state.config.TASK_MODEL, request.app.state.config.TASK_MODEL_EXTERNAL, models, @@ -1226,97 +1233,85 @@ async def chat_completion_tools_handler( skip_files = False sources = [] - specs = [tool["spec"] for tool in tools.values()] + specs = [tool['spec'] for tool in tools.values()] tools_specs = json.dumps(specs, ensure_ascii=False) - if request.app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE != "": + if request.app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE != '': template = request.app.state.config.TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE else: template = DEFAULT_TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE - tools_function_calling_prompt = tools_function_calling_generation_template( - template, tools_specs - ) - payload = get_tools_function_calling_payload( - body["messages"], task_model_id, tools_function_calling_prompt - ) + tools_function_calling_prompt = tools_function_calling_generation_template(template, tools_specs) + payload = get_tools_function_calling_payload(body['messages'], task_model_id, tools_function_calling_prompt) try: response = await generate_chat_completion(request, form_data=payload, user=user) - log.debug(f"{response=}") + log.debug(f'{response=}') content = await get_content_from_response(response) - log.debug(f"{content=}") + log.debug(f'{content=}') if not content: return body, {} try: - content = content[content.find("{") : content.rfind("}") + 1] + content = content[content.find('{') : content.rfind('}') + 1] if not content: - raise Exception("No JSON object found in the response") + raise Exception('No JSON object found in the response') result = json.loads(content) async def tool_call_handler(tool_call): nonlocal skip_files - log.debug(f"{tool_call=}") + log.debug(f'{tool_call=}') - tool_function_name = tool_call.get("name", None) + tool_function_name = tool_call.get('name', None) if tool_function_name not in tools: return body, {} - tool_function_params = tool_call.get("parameters", {}) + tool_function_params = tool_call.get('parameters', {}) tool = None - tool_type = "" + tool_type = '' direct_tool = False try: tool = tools[tool_function_name] - tool_type = tool.get("type", "") - direct_tool = tool.get("direct", False) + tool_type = tool.get('type', '') + direct_tool = tool.get('direct', False) - spec = tool.get("spec", {}) - allowed_params = ( - spec.get("parameters", {}).get("properties", {}).keys() - ) - tool_function_params = { - k: v - for k, v in tool_function_params.items() - if k in allowed_params - } + spec = tool.get('spec', {}) + allowed_params = spec.get('parameters', {}).get('properties', {}).keys() + tool_function_params = {k: v for k, v in tool_function_params.items() if k in allowed_params} - if tool.get("direct", False): + if tool.get('direct', False): tool_result = await event_caller( { - "type": "execute:tool", - "data": { - "id": str(uuid4()), - "name": tool_function_name, - "params": tool_function_params, - "server": tool.get("server", {}), - "session_id": metadata.get("session_id", None), + 'type': 'execute:tool', + 'data': { + 'id': str(uuid4()), + 'name': tool_function_name, + 'params': tool_function_params, + 'server': tool.get('server', {}), + 'session_id': metadata.get('session_id', None), }, } ) else: - tool_function = tool["callable"] + tool_function = tool['callable'] tool_result = await tool_function(**tool_function_params) except Exception as e: tool_result = str(e) - tool_result, tool_result_files, tool_result_embeds = ( - process_tool_result( - request, - tool_function_name, - tool_result, - tool_type, - direct_tool, - metadata, - user, - ) + tool_result, tool_result_files, tool_result_embeds = await process_tool_result( + request, + tool_function_name, + tool_result, + tool_type, + direct_tool, + metadata, + user, ) if event_emitter: @@ -1330,9 +1325,9 @@ async def chat_completion_tools_handler( if tool_result_files: await event_emitter( { - "type": "files", - "data": { - "files": tool_result_files, + 'type': 'files', + 'data': { + 'files': tool_result_files, }, } ) @@ -1340,79 +1335,69 @@ async def chat_completion_tools_handler( if tool_result_embeds: await event_emitter( { - "type": "embeds", - "data": { - "embeds": tool_result_embeds, + 'type': 'embeds', + 'data': { + 'embeds': tool_result_embeds, }, } ) if tool_result: tool = tools[tool_function_name] - tool_id = tool.get("tool_id", "") + tool_id = tool.get('tool_id', '') - tool_name = ( - f"{tool_id}/{tool_function_name}" - if tool_id - else f"{tool_function_name}" - ) + tool_name = f'{tool_id}/{tool_function_name}' if tool_id else f'{tool_function_name}' # Citation is enabled for this tool sources.append( { - "source": { - "name": (f"{tool_name}"), + 'source': { + 'name': (f'{tool_name}'), }, - "document": [str(tool_result)], - "metadata": [ + 'document': [str(tool_result)], + 'metadata': [ { - "source": (f"{tool_name}"), - "parameters": tool_function_params, + 'source': (f'{tool_name}'), + 'parameters': tool_function_params, } ], - "tool_result": True, + 'tool_result': True, } ) - if ( - tools[tool_function_name] - .get("metadata", {}) - .get("file_handler", False) - ): + if tools[tool_function_name].get('metadata', {}).get('file_handler', False): skip_files = True # check if "tool_calls" in result - if result.get("tool_calls"): - for tool_call in result.get("tool_calls"): + if result.get('tool_calls'): + for tool_call in result.get('tool_calls'): await tool_call_handler(tool_call) else: await tool_call_handler(result) except Exception as e: - log.debug(f"Error: {e}") + log.debug(f'Error: {e}') content = None except Exception as e: - log.debug(f"Error: {e}") + log.debug(f'Error: {e}') content = None - log.debug(f"tool_contexts: {sources}") + log.debug(f'tool_contexts: {sources}') - if skip_files and "files" in body.get("metadata", {}): - del body["metadata"]["files"] + if skip_files and 'files' in body.get('metadata', {}): + del body['metadata']['files'] - return body, {"sources": sources} + return body, {'sources': sources} -async def chat_memory_handler( - request: Request, form_data: dict, extra_params: dict, user -): +async def chat_memory_handler(request: Request, form_data: dict, extra_params: dict, user): try: results = await query_memory( request, QueryMemoryForm( **{ - "content": get_last_user_message(form_data["messages"]) or "", - "k": 3, + 'content': get_last_user_message(form_data['messages']) or '', + 'k': 3, } ), user, @@ -1421,43 +1406,39 @@ async def chat_memory_handler( log.debug(e) results = None - user_context = "" - if results and hasattr(results, "documents"): + user_context = '' + if results and hasattr(results, 'documents'): if results.documents and len(results.documents) > 0: for doc_idx, doc in enumerate(results.documents[0]): - created_at_date = "Unknown Date" + created_at_date = 'Unknown Date' - if results.metadatas[0][doc_idx].get("created_at"): - created_at_timestamp = results.metadatas[0][doc_idx]["created_at"] - created_at_date = time.strftime( - "%Y-%m-%d", time.localtime(created_at_timestamp) - ) + if results.metadatas[0][doc_idx].get('created_at'): + created_at_timestamp = results.metadatas[0][doc_idx]['created_at'] + created_at_date = time.strftime('%Y-%m-%d', time.localtime(created_at_timestamp)) - user_context += f"{doc_idx + 1}. [{created_at_date}] {doc}\n" + user_context += f'{doc_idx + 1}. [{created_at_date}] {doc}\n' - form_data["messages"] = add_or_update_system_message( - f"User Context:\n{user_context}\n", form_data["messages"], append=True + form_data['messages'] = add_or_update_system_message( + f'User Context:\n{user_context}\n', form_data['messages'], append=True ) return form_data -async def chat_web_search_handler( - request: Request, form_data: dict, extra_params: dict, user -): - event_emitter = extra_params["__event_emitter__"] +async def chat_web_search_handler(request: Request, form_data: dict, extra_params: dict, user): + event_emitter = extra_params['__event_emitter__'] await event_emitter( { - "type": "status", - "data": { - "action": "web_search", - "description": "Searching the web", - "done": False, + 'type': 'status', + 'data': { + 'action': 'web_search', + 'description': 'Searching the web', + 'done': False, }, } ) - messages = form_data["messages"] + messages = form_data['messages'] user_message = get_last_user_message(messages) queries = [] @@ -1465,27 +1446,27 @@ async def chat_web_search_handler( res = await generate_queries( request, { - "model": form_data["model"], - "messages": messages, - "prompt": user_message, - "type": "web_search", - "chat_id": extra_params.get("__chat_id__"), + 'model': form_data['model'], + 'messages': messages, + 'prompt': user_message, + 'type': 'web_search', + 'chat_id': extra_params.get('__chat_id__'), }, user, ) - response = res["choices"][0]["message"]["content"] + response = res['choices'][0]['message']['content'] try: - bracket_start = response.find("{") - bracket_end = response.rfind("}") + 1 + bracket_start = response.rfind('{') + bracket_end = response.rfind('}') + 1 if bracket_start == -1 or bracket_end == -1: - raise Exception("No JSON object found in the response") + raise Exception('No JSON object found in the response') response = response[bracket_start:bracket_end] queries = json.loads(response) - queries = queries.get("queries", []) + queries = queries.get('queries', []) except Exception as e: queries = [response] @@ -1497,18 +1478,18 @@ async def chat_web_search_handler( queries = [user_message] # Check if generated queries are empty - if len(queries) == 1 and queries[0].strip() == "": + if len(queries) == 1 and queries[0].strip() == '': queries = [user_message] # Check if queries are not found if len(queries) == 0: await event_emitter( { - "type": "status", - "data": { - "action": "web_search", - "description": "No search query generated", - "done": True, + 'type': 'status', + 'data': { + 'action': 'web_search', + 'description': 'No search query generated', + 'done': True, }, } ) @@ -1516,11 +1497,11 @@ async def chat_web_search_handler( await event_emitter( { - "type": "status", - "data": { - "action": "web_search_queries_generated", - "queries": queries, - "done": False, + 'type': 'status', + 'data': { + 'action': 'web_search_queries_generated', + 'queries': queries, + 'done': False, }, } ) @@ -1533,57 +1514,55 @@ async def chat_web_search_handler( ) if results: - files = form_data.get("files", []) + files = form_data.get('files', []) - if results.get("collection_names"): - for col_idx, collection_name in enumerate( - results.get("collection_names") - ): + if results.get('collection_names'): + for col_idx, collection_name in enumerate(results.get('collection_names')): files.append( { - "collection_name": collection_name, - "name": ", ".join(queries), - "type": "web_search", - "urls": results["filenames"], - "queries": queries, + 'collection_name': collection_name, + 'name': ', '.join(queries), + 'type': 'web_search', + 'urls': results['filenames'], + 'queries': queries, } ) - elif results.get("docs"): + elif results.get('docs'): # Invoked when bypass embedding and retrieval is set to True - docs = results["docs"] + docs = results['docs'] files.append( { - "docs": docs, - "name": ", ".join(queries), - "type": "web_search", - "urls": results["filenames"], - "queries": queries, + 'docs': docs, + 'name': ', '.join(queries), + 'type': 'web_search', + 'urls': results['filenames'], + 'queries': queries, } ) - form_data["files"] = files + form_data['files'] = files await event_emitter( { - "type": "status", - "data": { - "action": "web_search", - "description": "Searched {{count}} sites", - "urls": results["filenames"], - "items": results.get("items", []), - "done": True, + 'type': 'status', + 'data': { + 'action': 'web_search', + 'description': 'Searched {{count}} sites', + 'urls': results['filenames'], + 'items': results.get('items', []), + 'done': True, }, } ) else: await event_emitter( { - "type": "status", - "data": { - "action": "web_search", - "description": "No search results found", - "done": True, - "error": True, + 'type': 'status', + 'data': { + 'action': 'web_search', + 'description': 'No search results found', + 'done': True, + 'error': True, }, } ) @@ -1592,13 +1571,13 @@ async def chat_web_search_handler( log.exception(e) await event_emitter( { - "type": "status", - "data": { - "action": "web_search", - "description": "An error occurred while searching the web", - "queries": queries, - "done": True, - "error": True, + 'type': 'status', + 'data': { + 'action': 'web_search', + 'description': 'An error occurred while searching the web', + 'queries': queries, + 'done': True, + 'error': True, }, } ) @@ -1610,13 +1589,12 @@ def get_images_from_messages(message_list): images = [] for message in reversed(message_list): - message_images = [] - for file in message.get("files", []): - if file.get("type") == "image": - message_images.append(file.get("url")) - elif file.get("content_type", "").startswith("image/"): - message_images.append(file.get("url")) + for file in message.get('files', []): + if file.get('type') == 'image': + message_images.append(file.get('url')) + elif file.get('content_type', '').startswith('image/'): + message_images.append(file.get('url')) if message_images: images.append(message_images) @@ -1624,97 +1602,100 @@ def get_images_from_messages(message_list): return images -def get_image_urls(delta_images, request, metadata, user) -> list[str]: +async def get_image_urls(delta_images, request, metadata, user) -> list[str]: if not isinstance(delta_images, list): return [] image_urls = [] for img in delta_images: - if not isinstance(img, dict) or img.get("type") != "image_url": + if not isinstance(img, dict) or img.get('type') != 'image_url': continue - url = img.get("image_url", {}).get("url") + url = img.get('image_url', {}).get('url') if not url: continue - if url.startswith("data:image/png;base64"): - url = get_image_url_from_base64(request, url, metadata, user) + if url.startswith('data:image/png;base64'): + url = await get_image_url_from_base64(request, url, metadata, user) image_urls.append(url) return image_urls -def add_file_context(messages: list, chat_id: str, user) -> list: +async def add_file_context(messages: list, chat_id: str, user) -> list: """ Add file URLs to messages for native function calling. """ - if not chat_id or chat_id.startswith("local:"): + if not chat_id or chat_id.startswith('local:'): return messages - chat = Chats.get_chat_by_id_and_user_id(chat_id, user.id) + chat = await Chats.get_chat_by_id_and_user_id(chat_id, user.id) if not chat: return messages - history = chat.chat.get("history", {}) - stored_messages = get_message_list( - history.get("messages", {}), history.get("currentId") - ) + history = chat.chat.get('history', {}) + stored_messages = get_message_list(history.get('messages', {}), history.get('currentId')) def format_file_tag(file): attrs = f'type="{file.get("type", "file")}" url="{file["url"]}"' - if file.get("content_type"): + if file.get('content_type'): attrs += f' content_type="{file["content_type"]}"' - if file.get("name"): + if file.get('name'): attrs += f' name="{file["name"]}"' - return f"" + return f'' - for message, stored_message in zip(messages, stored_messages): + # Pair only user-role messages from both lists to avoid misalignment. + # After process_messages_with_output(), assistant messages with tool calls + # are expanded into multiple messages (assistant + tool results), making + # the payload message list longer than the stored message list. A naive + # positional zip() would pair user messages with wrong stored messages, + # causing later images to lose their file context (see #21878). + user_messages = [m for m in messages if m.get('role') == 'user'] + stored_user_messages = [m for m in stored_messages if m.get('role') == 'user'] + + for message, stored_message in zip(user_messages, stored_user_messages): files_with_urls = [ file - for file in stored_message.get("files", []) - if file.get("url") and not file.get("url").startswith("data:") + for file in stored_message.get('files', []) + if file.get('url') and not file.get('url').startswith('data:') ] if not files_with_urls: continue file_tags = [format_file_tag(file) for file in files_with_urls] - file_context = ( - "\n" + "\n".join(file_tags) + "\n\n\n" - ) + file_context = '\n' + '\n'.join(file_tags) + '\n\n\n' - content = message.get("content", "") + content = message.get('content', '') if isinstance(content, list): - message["content"] = [{"type": "text", "text": file_context}] + content + message['content'] = [{'type': 'text', 'text': file_context}] + content else: - message["content"] = file_context + content + message['content'] = file_context + content return messages -async def chat_image_generation_handler( - request: Request, form_data: dict, extra_params: dict, user -): - metadata = extra_params.get("__metadata__", {}) - chat_id = metadata.get("chat_id", None) - __event_emitter__ = extra_params.get("__event_emitter__", None) +async def chat_image_generation_handler(request: Request, form_data: dict, extra_params: dict, user): + metadata = extra_params.get('__metadata__', {}) + chat_id = metadata.get('chat_id', None) + __event_emitter__ = extra_params.get('__event_emitter__', None) if not chat_id or not isinstance(chat_id, str) or not __event_emitter__: return form_data - if chat_id.startswith("local:"): - message_list = form_data.get("messages", []) + if chat_id.startswith('local:'): + message_list = form_data.get('messages', []) else: - chat = Chats.get_chat_by_id_and_user_id(chat_id, user.id) + chat = await Chats.get_chat_by_id_and_user_id(chat_id, user.id) await __event_emitter__( { - "type": "status", - "data": {"description": "Creating image", "done": False}, + 'type': 'status', + 'data': {'description': 'Creating image', 'done': False}, } ) - messages_map = chat.chat.get("history", {}).get("messages", {}) - message_id = chat.chat.get("history", {}).get("currentId") + messages_map = chat.chat.get('history', {}).get('messages', {}) + message_id = chat.chat.get('history', {}).get('currentId') message_list = get_message_list(messages_map, message_id) user_message = get_last_user_message(message_list) @@ -1731,36 +1712,36 @@ async def chat_image_generation_handler( for image in images: input_images.append(image) - system_message_content = "" + system_message_content = '' if len(input_images) > 0 and request.app.state.config.ENABLE_IMAGE_EDIT: # Edit image(s) try: images = await image_edits( request=request, - form_data=EditImageForm(**{"prompt": prompt, "image": input_images}), + form_data=EditImageForm(**{'prompt': prompt, 'image': input_images}), metadata={ - "chat_id": metadata.get("chat_id", None), - "message_id": metadata.get("message_id", None), + 'chat_id': metadata.get('chat_id', None), + 'message_id': metadata.get('message_id', None), }, user=user, ) await __event_emitter__( { - "type": "status", - "data": {"description": "Image created", "done": True}, + 'type': 'status', + 'data': {'description': 'Image created', 'done': True}, } ) await __event_emitter__( { - "type": "files", - "data": { - "files": [ + 'type': 'files', + 'data': { + 'files': [ { - "type": "image", - "url": image["url"], + 'type': 'image', + 'url': image['url'], } for image in images ] @@ -1768,28 +1749,28 @@ async def chat_image_generation_handler( } ) - system_message_content = "The requested image has been edited and created and is now being shown to the user. Let them know that it has been generated." + system_message_content = 'The requested image has been edited and created and is now being shown to the user. Let them know that it has been generated.' except Exception as e: log.debug(e) - error_message = "" + error_message = '' if isinstance(e, HTTPException): if e.detail and isinstance(e.detail, dict): - error_message = e.detail.get("message", str(e.detail)) + error_message = e.detail.get('message', str(e.detail)) else: error_message = str(e.detail) await __event_emitter__( { - "type": "status", - "data": { - "description": f"An error occurred while generating an image", - "done": True, + 'type': 'status', + 'data': { + 'description': f'An error occurred while generating an image', + 'done': True, }, } ) - system_message_content = f"Image generation was attempted but failed. The system is currently unable to generate the image. Tell the user that the following error occurred: {error_message}" + system_message_content = f'Image generation was attempted but failed. The system is currently unable to generate the image. Tell the user that the following error occurred: {error_message}' else: # Create image(s) @@ -1798,25 +1779,25 @@ async def chat_image_generation_handler( res = await generate_image_prompt( request, { - "model": form_data["model"], - "messages": form_data["messages"], - "chat_id": metadata.get("chat_id"), + 'model': form_data['model'], + 'messages': form_data['messages'], + 'chat_id': metadata.get('chat_id'), }, user, ) - response = res["choices"][0]["message"]["content"] + response = res['choices'][0]['message']['content'] try: - bracket_start = response.find("{") - bracket_end = response.rfind("}") + 1 + bracket_start = response.rfind('{') + bracket_end = response.rfind('}') + 1 if bracket_start == -1 or bracket_end == -1: - raise Exception("No JSON object found in the response") + raise Exception('No JSON object found in the response') response = response[bracket_start:bracket_end] response = json.loads(response) - prompt = response.get("prompt", []) + prompt = response.get('prompt', []) except Exception as e: prompt = user_message @@ -1827,29 +1808,29 @@ async def chat_image_generation_handler( try: images = await image_generations( request=request, - form_data=CreateImageForm(**{"prompt": prompt}), + form_data=CreateImageForm(**{'prompt': prompt}), metadata={ - "chat_id": metadata.get("chat_id", None), - "message_id": metadata.get("message_id", None), + 'chat_id': metadata.get('chat_id', None), + 'message_id': metadata.get('message_id', None), }, user=user, ) await __event_emitter__( { - "type": "status", - "data": {"description": "Image created", "done": True}, + 'type': 'status', + 'data': {'description': 'Image created', 'done': True}, } ) await __event_emitter__( { - "type": "files", - "data": { - "files": [ + 'type': 'files', + 'data': { + 'files': [ { - "type": "image", - "url": image["url"], + 'type': 'image', + 'url': image['url'], } for image in images ] @@ -1857,33 +1838,31 @@ async def chat_image_generation_handler( } ) - system_message_content = "The requested image has been created by the system successfully and is now being shown to the user. Let the user know that the image they requested has been generated and is now shown in the chat." + system_message_content = 'The requested image has been created by the system successfully and is now being shown to the user. Let the user know that the image they requested has been generated and is now shown in the chat.' except Exception as e: log.debug(e) - error_message = "" + error_message = '' if isinstance(e, HTTPException): if e.detail and isinstance(e.detail, dict): - error_message = e.detail.get("message", str(e.detail)) + error_message = e.detail.get('message', str(e.detail)) else: error_message = str(e.detail) await __event_emitter__( { - "type": "status", - "data": { - "description": f"An error occurred while generating an image", - "done": True, + 'type': 'status', + 'data': { + 'description': f'An error occurred while generating an image', + 'done': True, }, } ) - system_message_content = f"Image generation was attempted but failed because of an error. The system is currently unable to generate the image. Tell the user that the following error occurred: {error_message}" + system_message_content = f'Image generation was attempted but failed because of an error. The system is currently unable to generate the image. Tell the user that the following error occurred: {error_message}' if system_message_content: - form_data["messages"] = add_or_update_system_message( - system_message_content, form_data["messages"] - ) + form_data['messages'] = add_or_update_system_message(system_message_content, form_data['messages']) return form_data @@ -1891,12 +1870,12 @@ async def chat_image_generation_handler( async def chat_completion_files_handler( request: Request, body: dict, extra_params: dict, user: UserModel ) -> tuple[dict, dict[str, list]]: - __event_emitter__ = extra_params["__event_emitter__"] + __event_emitter__ = extra_params['__event_emitter__'] sources = [] - if files := body.get("metadata", {}).get("files", None): + if files := body.get('metadata', {}).get('files', None): # Check if all files are in full context mode - all_full_context = all(item.get("context") == "full" for item in files) + all_full_context = all(item.get('context') == 'full' for item in files) queries = [] if not all_full_context: @@ -1904,44 +1883,44 @@ async def chat_completion_files_handler( queries_response = await generate_queries( request, { - "model": body["model"], - "messages": body["messages"], - "type": "retrieval", - "chat_id": body.get("metadata", {}).get("chat_id"), + 'model': body['model'], + 'messages': body['messages'], + 'type': 'retrieval', + 'chat_id': body.get('metadata', {}).get('chat_id'), }, user, ) - queries_response = queries_response["choices"][0]["message"]["content"] + queries_response = queries_response['choices'][0]['message']['content'] try: - bracket_start = queries_response.find("{") - bracket_end = queries_response.rfind("}") + 1 + bracket_start = queries_response.rfind('{') + bracket_end = queries_response.rfind('}') + 1 if bracket_start == -1 or bracket_end == -1: - raise Exception("No JSON object found in the response") + raise Exception('No JSON object found in the response') queries_response = queries_response[bracket_start:bracket_end] queries_response = json.loads(queries_response) except Exception as e: - queries_response = {"queries": [queries_response]} + queries_response = {'queries': [queries_response]} - queries = queries_response.get("queries", []) - except: + queries = queries_response.get('queries', []) + except Exception: pass await __event_emitter__( { - "type": "status", - "data": { - "action": "queries_generated", - "queries": queries, - "done": False, + 'type': 'status', + 'data': { + 'action': 'queries_generated', + 'queries': queries, + 'done': False, }, } ) if len(queries) == 0: - queries = [get_last_user_message(body["messages"])] + queries = [get_last_user_message(body['messages'])] try: # Directly await async get_sources_from_items (no thread needed - fully async now) @@ -1954,11 +1933,7 @@ async def chat_completion_files_handler( ), k=request.app.state.config.TOP_K, reranking_function=( - ( - lambda query, documents: request.app.state.RERANKING_FUNCTION( - query, documents, user=user - ) - ) + (lambda query, documents: request.app.state.RERANKING_FUNCTION(query, documents, user=user)) if request.app.state.RERANKING_FUNCTION else None ), @@ -1966,58 +1941,53 @@ async def chat_completion_files_handler( r=request.app.state.config.RELEVANCE_THRESHOLD, hybrid_bm25_weight=request.app.state.config.HYBRID_BM25_WEIGHT, hybrid_search=request.app.state.config.ENABLE_RAG_HYBRID_SEARCH, - full_context=all_full_context - or request.app.state.config.RAG_FULL_CONTEXT, + full_context=all_full_context or request.app.state.config.RAG_FULL_CONTEXT, user=user, ) except Exception as e: log.exception(e) - log.debug(f"rag_contexts:sources: {sources}") + log.debug(f'rag_contexts:sources: {sources}') unique_ids = set() for source in sources or []: if not source or len(source.keys()) == 0: continue - documents = source.get("document") or [] - metadatas = source.get("metadata") or [] - src_info = source.get("source") or {} + documents = source.get('document') or [] + metadatas = source.get('metadata') or [] + src_info = source.get('source') or {} for index, _ in enumerate(documents): metadata = metadatas[index] if index < len(metadatas) else None - _id = ( - (metadata or {}).get("source") - or (src_info or {}).get("id") - or "N/A" - ) + _id = (metadata or {}).get('source') or (src_info or {}).get('id') or 'N/A' unique_ids.add(_id) sources_count = len(unique_ids) await __event_emitter__( { - "type": "status", - "data": { - "action": "sources_retrieved", - "count": sources_count, - "done": True, + 'type': 'status', + 'data': { + 'action': 'sources_retrieved', + 'count': sources_count, + 'done': True, }, } ) - return body, {"sources": sources} + return body, {'sources': sources} def apply_params_to_form_data(form_data, model): - params = form_data.pop("params", {}) - custom_params = params.pop("custom_params", {}) + params = form_data.pop('params', {}) + custom_params = params.pop('custom_params', {}) open_webui_params = { - "stream_response": bool, - "stream_delta_chunk_size": int, - "function_calling": str, - "reasoning_tags": list, - "system": str, + 'stream_response': bool, + 'stream_delta_chunk_size': int, + 'function_calling': str, + 'reasoning_tags': list, + 'system': str, } for key in list(params.keys()): @@ -2038,72 +2008,70 @@ def apply_params_to_form_data(form_data, model): # If custom_params are provided, merge them into params params = deep_update(params, custom_params) - if model.get("owned_by") == "ollama": + if model.get('owned_by') == 'ollama': # Ollama specific parameters - form_data["options"] = params + form_data['options'] = params else: if isinstance(params, dict): for key, value in params.items(): if value is not None: form_data[key] = value - if "logit_bias" in params and params["logit_bias"] is not None: + if 'logit_bias' in params and params['logit_bias'] is not None: try: - logit_bias = convert_logit_bias_input_to_json(params["logit_bias"]) + logit_bias = convert_logit_bias_input_to_json(params['logit_bias']) if logit_bias: - form_data["logit_bias"] = json.loads(logit_bias) + form_data['logit_bias'] = json.loads(logit_bias) except Exception as e: - log.exception(f"Error parsing logit_bias: {e}") + log.exception(f'Error parsing logit_bias: {e}') return form_data async def convert_url_images_to_base64(form_data): - messages = form_data.get("messages", []) + messages = form_data.get('messages', []) for message in messages: - content = message.get("content") + content = message.get('content') if not isinstance(content, list): continue new_content = [] for item in content: - if not isinstance(item, dict) or item.get("type") != "image_url": + if not isinstance(item, dict) or item.get('type') != 'image_url': new_content.append(item) continue - image_url = item.get("image_url", {}).get("url", "") - if image_url.startswith("data:image/"): + image_url = item.get('image_url', {}).get('url', '') + if image_url.startswith('data:image/'): new_content.append(item) continue try: - base64_data = await asyncio.to_thread( - get_image_base64_from_url, image_url - ) + base64_data = await asyncio.to_thread(get_image_base64_from_url, image_url) new_content.append( { - "type": "image_url", - "image_url": {"url": base64_data}, + 'type': 'image_url', + 'image_url': {'url': base64_data}, } ) except Exception as e: - log.debug(f"Error converting image URL to base64: {e}") + log.debug(f'Error converting image URL to base64: {e}') new_content.append(item) - message["content"] = new_content + message['content'] = new_content return form_data -def load_messages_from_db(chat_id: str, message_id: str) -> Optional[list[dict]]: +async def load_messages_from_db(chat_id: str, message_id: str) -> Optional[list[dict]]: """ Load the message chain from DB up to message_id, keeping only LLM-relevant fields (role, content, output). """ - messages_map = Chats.get_messages_map_by_chat_id(chat_id) + messages_map = await Chats.get_messages_map_by_chat_id(chat_id) if not messages_map: return None @@ -2111,10 +2079,7 @@ def load_messages_from_db(chat_id: str, message_id: str) -> Optional[list[dict]] if not db_messages: return None - return [ - {k: v for k, v in msg.items() if k in ("role", "content", "output", "files")} - for msg in db_messages - ] + return [{k: v for k, v in msg.items() if k in ('role', 'content', 'output', 'files')} for msg in db_messages] def process_messages_with_output(messages: list[dict]) -> list[dict]: @@ -2127,15 +2092,15 @@ def process_messages_with_output(messages: list[dict]) -> list[dict]: processed = [] for message in messages: - if message.get("role") == "assistant" and message.get("output"): + if message.get('role') == 'assistant' and message.get('output'): # Use output items for clean OpenAI-format messages - output_messages = convert_output_to_messages(message["output"], raw=True) + output_messages = convert_output_to_messages(message['output'], raw=True) if output_messages: processed.extend(output_messages) continue # Strip 'output' field before adding (LLM shouldn't see it) - clean_message = {k: v for k, v in message.items() if k != "output"} + clean_message = {k: v for k, v in message.items() if k != 'output'} processed.append(clean_message) return processed @@ -2146,86 +2111,112 @@ async def process_chat_payload(request, form_data, user, metadata, model): # -> Chat Code Interpreter (Form Data Update) -> (Default) Chat Tools Function Calling # -> Chat Files + # Arena model resolution — pick the sub-model now so all downstream + # processing (knowledge, capabilities, tools, params) uses its settings + # instead of the empty arena wrapper. + if model.get('owned_by') == 'arena': + arena_model_ids = model.get('info', {}).get('meta', {}).get('model_ids') + arena_filter_mode = model.get('info', {}).get('meta', {}).get('filter_mode') + if arena_model_ids and arena_filter_mode == 'exclude': + arena_model_ids = [ + available_model['id'] + for available_model in request.app.state.MODELS.values() + if available_model.get('owned_by') != 'arena' and available_model['id'] not in arena_model_ids + ] + + if isinstance(arena_model_ids, list) and arena_model_ids: + selected_model_id = random.choice(arena_model_ids) + else: + arena_model_ids = [ + available_model['id'] + for available_model in request.app.state.MODELS.values() + if available_model.get('owned_by') != 'arena' + ] + selected_model_id = random.choice(arena_model_ids) + + selected_model = request.app.state.MODELS.get(selected_model_id) + if selected_model: + model = selected_model + form_data['model'] = selected_model_id + metadata['selected_model_id'] = selected_model_id + form_data = apply_params_to_form_data(form_data, model) - log.debug(f"form_data: {form_data}") + log.debug(f'form_data: {form_data}') # Load messages from DB when available — DB preserves structured 'output' items # which the frontend strips, causing tool calls to be merged into content. - chat_id = metadata.get("chat_id") - parent_message_id = metadata.get("parent_message_id") + chat_id = metadata.get('chat_id') + parent_message_id = metadata.get('parent_message_id') - if chat_id and parent_message_id and not chat_id.startswith("local:"): - db_messages = load_messages_from_db(chat_id, parent_message_id) + if chat_id and parent_message_id and not chat_id.startswith('local:'): + db_messages = await load_messages_from_db(chat_id, parent_message_id) if db_messages: - system_message = get_system_message(form_data.get("messages", [])) - form_data["messages"] = ( - [system_message, *db_messages] if system_message else db_messages - ) + system_message = get_system_message(form_data.get('messages', [])) + form_data['messages'] = [system_message, *db_messages] if system_message else db_messages # Inject image files into content as image_url parts (mirrors frontend logic) - for message in form_data["messages"]: + for message in form_data['messages']: image_files = [ f - for f in message.get("files", []) - if f.get("type") == "image" - or (f.get("content_type") or "").startswith("image/") + for f in message.get('files', []) + if f.get('type') == 'image' or (f.get('content_type') or '').startswith('image/') ] - if message.get("role") == "user" and image_files: - text_content = message.get("content", "") + if message.get('role') == 'user' and image_files: + text_content = message.get('content', '') if isinstance(text_content, str): - message["content"] = [ - {"type": "text", "text": text_content}, + message['content'] = [ + {'type': 'text', 'text': text_content}, *[ { - "type": "image_url", - "image_url": {"url": f["url"]}, + 'type': 'image_url', + 'image_url': {'url': f['url']}, } for f in image_files - if f.get("url") + if f.get('url') ], ] # Strip files field — it's been incorporated into content - message.pop("files", None) + message.pop('files', None) # Process messages with OR-aligned output items for clean LLM messages - form_data["messages"] = process_messages_with_output(form_data.get("messages", [])) + form_data['messages'] = process_messages_with_output(form_data.get('messages', [])) - system_message = get_system_message(form_data.get("messages", [])) + system_message = get_system_message(form_data.get('messages', [])) if system_message: # Chat Controls/User Settings try: form_data = apply_system_prompt_to_body( - system_message.get("content"), form_data, metadata, user, replace=True + system_message.get('content'), form_data, metadata, user, replace=True ) # Required to handle system prompt variables - except: + except Exception: pass form_data = await convert_url_images_to_base64(form_data) - event_emitter = get_event_emitter(metadata) - event_caller = get_event_call(metadata) + event_emitter = await get_event_emitter(metadata) + event_caller = await get_event_call(metadata) extra_params = { - "__event_emitter__": event_emitter, - "__event_call__": event_caller, - "__user__": user.model_dump() if isinstance(user, UserModel) else {}, - "__metadata__": metadata, - "__oauth_token__": await get_system_oauth_token(request, user), - "__request__": request, - "__model__": model, - "__chat_id__": metadata.get("chat_id"), - "__message_id__": metadata.get("message_id"), + '__event_emitter__': event_emitter, + '__event_call__': event_caller, + '__user__': user.model_dump() if isinstance(user, UserModel) else {}, + '__metadata__': metadata, + '__oauth_token__': await get_system_oauth_token(request, user), + '__request__': request, + '__model__': model, + '__chat_id__': metadata.get('chat_id'), + '__message_id__': metadata.get('message_id'), } # Initialize events to store additional event to be sent to the client # Initialize contexts and citation - if getattr(request.state, "direct", False) and hasattr(request.state, "model"): + if getattr(request.state, 'direct', False) and hasattr(request.state, 'model'): models = { - request.state.model["id"]: request.state.model, + request.state.model['id']: request.state.model, } else: models = request.app.state.MODELS task_model_id = get_task_model_id( - form_data["model"], + form_data['model'], request.app.state.config.TASK_MODEL, request.app.state.config.TASK_MODEL_EXTERNAL, models, @@ -2237,215 +2228,206 @@ async def process_chat_payload(request, form_data, user, metadata, model): # Folder "Project" handling # Check if the request has chat_id and is inside of a folder # Uses lightweight column query — only fetches folder_id, not the full chat JSON blob - chat_id = metadata.get("chat_id", None) + chat_id = metadata.get('chat_id', None) + folder_id = None if chat_id and user: - folder_id = Chats.get_chat_folder_id(chat_id, user.id) - if folder_id: - folder = Folders.get_folder_by_id_and_user_id(folder_id, user.id) + folder_id = await Chats.get_chat_folder_id(chat_id, user.id) - if folder and folder.data: - if "system_prompt" in folder.data: - form_data = apply_system_prompt_to_body( - folder.data["system_prompt"], form_data, metadata, user - ) - if "files" in folder.data: - if metadata.get("params", {}).get("function_calling") != "native": - form_data["files"] = [ - *folder.data["files"], - *form_data.get("files", []), - ] - else: - # Native FC: skip RAG injection, builtin tools - # will read folder knowledge from metadata. - metadata["folder_knowledge"] = folder.data["files"] + # Fallback: use folder_id from metadata (temporary chats have no DB record) + if not folder_id: + folder_id = metadata.get('folder_id', None) + + if folder_id and user: + folder = await Folders.get_folder_by_id_and_user_id(folder_id, user.id) + + if folder and folder.data: + if 'system_prompt' in folder.data: + form_data = apply_system_prompt_to_body(folder.data['system_prompt'], form_data, metadata, user) + if 'files' in folder.data: + if metadata.get('params', {}).get('function_calling') != 'native': + form_data['files'] = [ + *folder.data['files'], + *form_data.get('files', []), + ] + else: + # Native FC: skip RAG injection, builtin tools + # will read folder knowledge from metadata. + metadata['folder_knowledge'] = folder.data['files'] # Model "Knowledge" handling - user_message = get_last_user_message(form_data["messages"]) - model_knowledge = model.get("info", {}).get("meta", {}).get("knowledge", False) + user_message = get_last_user_message(form_data['messages']) + model_knowledge = model.get('info', {}).get('meta', {}).get('knowledge', False) - if ( - model_knowledge - and metadata.get("params", {}).get("function_calling") != "native" - ): + if model_knowledge and metadata.get('params', {}).get('function_calling') != 'native': await event_emitter( { - "type": "status", - "data": { - "action": "knowledge_search", - "query": user_message, - "done": False, + 'type': 'status', + 'data': { + 'action': 'knowledge_search', + 'query': user_message, + 'done': False, }, } ) knowledge_files = [] for item in model_knowledge: - if item.get("collection_name"): + if item.get('collection_name'): knowledge_files.append( { - "id": item.get("collection_name"), - "name": item.get("name"), - "legacy": True, + 'id': item.get('collection_name'), + 'name': item.get('name'), + 'legacy': True, } ) - elif item.get("collection_names"): + elif item.get('collection_names'): knowledge_files.append( { - "name": item.get("name"), - "type": "collection", - "collection_names": item.get("collection_names"), - "legacy": True, + 'name': item.get('name'), + 'type': 'collection', + 'collection_names': item.get('collection_names'), + 'legacy': True, } ) else: knowledge_files.append(item) - files = form_data.get("files", []) + files = form_data.get('files', []) files.extend(knowledge_files) - form_data["files"] = files + form_data['files'] = files - variables = form_data.pop("variables", None) + variables = form_data.pop('variables', None) # Process the form_data through the pipeline try: - form_data = await process_pipeline_inlet_filter( - request, form_data, user, models - ) + form_data = await process_pipeline_inlet_filter(request, form_data, user, models) except Exception as e: raise e try: - filter_ids = get_sorted_filter_ids( - request, model, metadata.get("filter_ids", []) - ) - filter_functions = Functions.get_functions_by_ids(filter_ids) + filter_ids = await get_sorted_filter_ids(request, model, metadata.get('filter_ids', [])) + filter_functions = await Functions.get_functions_by_ids(filter_ids) form_data, flags = await process_filter_functions( request=request, filter_functions=filter_functions, - filter_type="inlet", + filter_type='inlet', form_data=form_data, extra_params=extra_params, ) except Exception as e: - raise Exception(f"{e}") + raise Exception(f'{e}') - features = form_data.pop("features", None) or {} - extra_params["__features__"] = features + features = form_data.pop('features', None) or {} + extra_params['__features__'] = features if features: - if "voice" in features and features["voice"]: + if 'voice' in features and features['voice']: if request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE != None: - if request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE != "": + if request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE != '': template = request.app.state.config.VOICE_MODE_PROMPT_TEMPLATE else: template = DEFAULT_VOICE_MODE_PROMPT_TEMPLATE - form_data["messages"] = add_or_update_system_message( + form_data['messages'] = add_or_update_system_message( template, - form_data["messages"], + form_data['messages'], ) - if "memory" in features and features["memory"]: + if 'memory' in features and features['memory']: # Skip forced memory injection when native FC is enabled - model can use memory tools - if metadata.get("params", {}).get("function_calling") != "native": - form_data = await chat_memory_handler( - request, form_data, extra_params, user - ) + if metadata.get('params', {}).get('function_calling') != 'native': + form_data = await chat_memory_handler(request, form_data, extra_params, user) - if "web_search" in features and features["web_search"]: + if 'web_search' in features and features['web_search']: # Skip forced RAG web search when native FC is enabled - model can use web_search tool - if metadata.get("params", {}).get("function_calling") != "native": - form_data = await chat_web_search_handler( - request, form_data, extra_params, user - ) + if metadata.get('params', {}).get('function_calling') != 'native': + form_data = await chat_web_search_handler(request, form_data, extra_params, user) - if "image_generation" in features and features["image_generation"]: + if 'image_generation' in features and features['image_generation']: # Skip forced image generation when native FC is enabled - model can use generate_image tool - if metadata.get("params", {}).get("function_calling") != "native": - form_data = await chat_image_generation_handler( - request, form_data, extra_params, user - ) + if metadata.get('params', {}).get('function_calling') != 'native': + form_data = await chat_image_generation_handler(request, form_data, extra_params, user) - if "code_interpreter" in features and features["code_interpreter"]: - engine = getattr( - request.app.state.config, "CODE_INTERPRETER_ENGINE", "pyodide" - ) + if 'code_interpreter' in features and features['code_interpreter']: + engine = getattr(request.app.state.config, 'CODE_INTERPRETER_ENGINE', 'pyodide') # Skip XML-tag prompt injection when native FC is enabled — # execute_code will be injected as a builtin tool instead - if metadata.get("params", {}).get("function_calling") != "native": + if metadata.get('params', {}).get('function_calling') != 'native': prompt = ( request.app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE - if request.app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE != "" + if request.app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE != '' else DEFAULT_CODE_INTERPRETER_PROMPT ) # Append filesystem awareness only for pyodide engine - if engine != "jupyter": + if engine != 'jupyter': prompt += CODE_INTERPRETER_PYODIDE_PROMPT - form_data["messages"] = add_or_update_user_message( + form_data['messages'] = add_or_update_user_message( prompt, - form_data["messages"], + form_data['messages'], ) else: # Native FC: tool docstring can't be dynamic, so inject - # filesystem context into messages for pyodide engine - if engine != "jupyter": - form_data["messages"] = add_or_update_user_message( + # filesystem context into the system message for pyodide + # engine. Appending to the system prompt (instead of the + # user message) keeps it in the stable cached prefix so + # providers with prefix caching don't re-bill the full + # conversation on every turn. + if engine != 'jupyter': + form_data['messages'] = add_or_update_system_message( CODE_INTERPRETER_PYODIDE_PROMPT, - form_data["messages"], + form_data['messages'], + append=True, ) - tool_ids = form_data.pop("tool_ids", None) - terminal_id = form_data.pop("terminal_id", None) - files = form_data.pop("files", None) + tool_ids = form_data.pop('tool_ids', None) + terminal_id = form_data.pop('terminal_id', None) + files = form_data.pop('files', None) # Caller-provided OpenAI-style tools take precedence over server-side # tool resolution (tool_ids, MCP servers, builtin tools). - payload_tools = form_data.get("tools", None) + payload_tools = form_data.get('tools', None) # Skills - user_skill_ids = set(form_data.pop("skill_ids", None) or []) - model_skill_ids = set(model.get("info", {}).get("meta", {}).get("skillIds", [])) + user_skill_ids = set(form_data.pop('skill_ids', None) or []) + model_skill_ids = set(model.get('info', {}).get('meta', {}).get('skillIds', [])) all_skill_ids = user_skill_ids | model_skill_ids available_skills = [] if all_skill_ids: from open_webui.models.skills import Skills as SkillsModel - accessible_skill_ids = { - s.id for s in SkillsModel.get_skills_by_user_id(user.id, "read") - } - available_skills = [ - s - for sid in all_skill_ids - if sid in accessible_skill_ids - and (s := SkillsModel.get_skill_by_id(sid)) - and s.is_active - ] + accessible_skill_ids = {s.id for s in await SkillsModel.get_skills_by_user_id(user.id, 'read')} + available_skills = [] + for sid in all_skill_ids: + if sid in accessible_skill_ids: + s = await SkillsModel.get_skill_by_id(sid) + if s and s.is_active: + available_skills.append(s) - skill_descriptions = "" + skill_descriptions = '' for skill in available_skills: if skill.id in user_skill_ids: # User-selected: inject full content - form_data["messages"] = add_or_update_system_message( + form_data['messages'] = add_or_update_system_message( f'\n{skill.content}\n', - form_data["messages"], + form_data['messages'], append=True, ) else: # Model-attached: name+description only - skill_descriptions += f"\n{skill.name}\n{skill.description or ''}\n\n" + skill_descriptions += f'\n{skill.id}\n{skill.name}\n{skill.description or ""}\n\n' if skill_descriptions: - form_data["messages"] = add_or_update_system_message( - f"\n{skill_descriptions}", - form_data["messages"], + form_data['messages'] = add_or_update_system_message( + f'\n{skill_descriptions}', + form_data['messages'], append=True, ) - prompt = get_last_user_message(form_data["messages"]) + prompt = get_last_user_message(form_data['messages']) # TODO: re-enable URL extraction from prompt # urls = [] # if prompt and len(prompt or "") < 500 and (not files or len(files) == 0): @@ -2456,14 +2438,14 @@ async def process_chat_payload(request, form_data, user, metadata, model): files = [] for file_item in files: - if file_item.get("type", "file") == "folder": + if file_item.get('type', 'file') == 'folder': # Get folder files - folder_id = file_item.get("id", None) + folder_id = file_item.get('id', None) if folder_id: - folder = Folders.get_folder_by_id_and_user_id(folder_id, user.id) - if folder and folder.data and "files" in folder.data: - files = [f for f in files if f.get("id", None) != folder_id] - files = [*files, *folder.data["files"]] + folder = await Folders.get_folder_by_id_and_user_id(folder_id, user.id) + if folder and folder.data and 'files' in folder.data: + files = [f for f in files if f.get('id', None) != folder_id] + files = [*files, *folder.data['files']] # files = [*files, *[{"type": "url", "url": url, "name": url} for url in urls]] # Remove duplicate files based on their content @@ -2471,23 +2453,23 @@ async def process_chat_payload(request, form_data, user, metadata, model): metadata = { **metadata, - "tool_ids": tool_ids, - "terminal_id": terminal_id, - "files": files, + 'tool_ids': tool_ids, + 'terminal_id': terminal_id, + 'files': files, } - form_data["metadata"] = metadata + form_data['metadata'] = metadata # When the caller provides an explicit OpenAI-style `tools` array in the # request body, skip all server-side tool resolution and pass the caller's # tools through to the model unchanged. if not payload_tools: # Server side tools - tool_ids = metadata.get("tool_ids", None) + tool_ids = metadata.get('tool_ids', None) # Client side tools - direct_tool_servers = metadata.get("tool_servers", None) + direct_tool_servers = metadata.get('tool_servers', None) - log.debug(f"{tool_ids=}") - log.debug(f"{direct_tool_servers=}") + log.debug(f'{tool_ids=}') + log.debug(f'{direct_tool_servers=}') tools_dict = {} @@ -2496,70 +2478,57 @@ async def process_chat_payload(request, form_data, user, metadata, model): if tool_ids: for tool_id in tool_ids: - if tool_id.startswith("server:mcp:"): + if tool_id.startswith('server:mcp:'): try: - server_id = tool_id[len("server:mcp:") :] + server_id = tool_id[len('server:mcp:') :] mcp_server_connection = None - for ( - server_connection - ) in request.app.state.config.TOOL_SERVER_CONNECTIONS: + for server_connection in request.app.state.config.TOOL_SERVER_CONNECTIONS: if ( - server_connection.get("type", "") == "mcp" - and server_connection.get("info", {}).get("id") - == server_id + server_connection.get('type', '') == 'mcp' + and server_connection.get('info', {}).get('id') == server_id ): mcp_server_connection = server_connection break if not mcp_server_connection: - log.error(f"MCP server with id {server_id} not found") + log.error(f'MCP server with id {server_id} not found') continue # Check access control for MCP server - if not has_connection_access(user, mcp_server_connection): - log.warning( - f"Access denied to MCP server {server_id} for user {user.id}" - ) + if not await has_connection_access(user, mcp_server_connection): + log.warning(f'Access denied to MCP server {server_id} for user {user.id}') continue - auth_type = mcp_server_connection.get("auth_type", "") + auth_type = mcp_server_connection.get('auth_type', '') headers = {} - if auth_type == "bearer": - headers["Authorization"] = ( - f"Bearer {mcp_server_connection.get('key', '')}" - ) - elif auth_type == "none": + if auth_type == 'bearer': + headers['Authorization'] = f'Bearer {mcp_server_connection.get("key", "")}' + elif auth_type == 'none': # No authentication pass - elif auth_type == "session": - headers["Authorization"] = ( - f"Bearer {request.state.token.credentials}" - ) - elif auth_type == "system_oauth": - oauth_token = extra_params.get("__oauth_token__", None) + elif auth_type == 'session': + headers['Authorization'] = f'Bearer {request.state.token.credentials}' + elif auth_type == 'system_oauth': + oauth_token = extra_params.get('__oauth_token__', None) if oauth_token: - headers["Authorization"] = ( - f"Bearer {oauth_token.get('access_token', '')}" - ) - elif auth_type == "oauth_2.1": + headers['Authorization'] = f'Bearer {oauth_token.get("access_token", "")}' + elif auth_type in ('oauth_2.1', 'oauth_2.1_static'): try: - splits = server_id.split(":") + splits = server_id.split(':') server_id = splits[-1] if len(splits) > 1 else server_id oauth_token = await request.app.state.oauth_client_manager.get_oauth_token( - user.id, f"mcp:{server_id}" + user.id, f'mcp:{server_id}' ) if oauth_token: - headers["Authorization"] = ( - f"Bearer {oauth_token.get('access_token', '')}" - ) + headers['Authorization'] = f'Bearer {oauth_token.get("access_token", "")}' except Exception as e: - log.error(f"Error getting OAuth token: {e}") + log.error(f'Error getting OAuth token: {e}') oauth_token = None - connection_headers = mcp_server_connection.get("headers", None) + connection_headers = mcp_server_connection.get('headers', None) if connection_headers and isinstance(connection_headers, dict): for key, value in connection_headers.items(): headers[key] = value @@ -2567,34 +2536,28 @@ async def process_chat_payload(request, form_data, user, metadata, model): # Add user info headers if enabled if ENABLE_FORWARD_USER_INFO_HEADERS and user: headers = include_user_info_headers(headers, user) - if metadata and metadata.get("chat_id"): - headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = ( - metadata.get("chat_id") - ) - if metadata and metadata.get("message_id"): - headers[FORWARD_SESSION_INFO_HEADER_MESSAGE_ID] = ( - metadata.get("message_id") - ) + if metadata and metadata.get('chat_id'): + headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = metadata.get('chat_id') + if metadata and metadata.get('message_id'): + headers[FORWARD_SESSION_INFO_HEADER_MESSAGE_ID] = metadata.get('message_id') mcp_clients[server_id] = MCPClient() await mcp_clients[server_id].connect( - url=mcp_server_connection.get("url", ""), + url=mcp_server_connection.get('url', ''), headers=headers if headers else None, ) - function_name_filter_list = mcp_server_connection.get( - "config", {} - ).get("function_name_filter_list", "") + function_name_filter_list = mcp_server_connection.get('config', {}).get( + 'function_name_filter_list', '' + ) if isinstance(function_name_filter_list, str): - function_name_filter_list = function_name_filter_list.split( - "," - ) + function_name_filter_list = function_name_filter_list.split(',') tool_specs = await mcp_clients[server_id].list_tool_specs() for tool_spec in tool_specs: - def make_tool_function(client, function_name): + async def make_tool_function(client, function_name): async def tool_function(**kwargs): return await client.call_tool( function_name, @@ -2604,37 +2567,29 @@ async def process_chat_payload(request, form_data, user, metadata, model): return tool_function if function_name_filter_list: - if not is_string_allowed( - tool_spec["name"], function_name_filter_list - ): + if not is_string_allowed(tool_spec['name'], function_name_filter_list): # Skip this function continue - tool_function = make_tool_function( - mcp_clients[server_id], tool_spec["name"] - ) + tool_function = await make_tool_function(mcp_clients[server_id], tool_spec['name']) - mcp_tools_dict[f"{server_id}_{tool_spec['name']}"] = { - "spec": { + mcp_tools_dict[f'{server_id}_{tool_spec["name"]}'] = { + 'spec': { **tool_spec, - "name": f"{server_id}_{tool_spec['name']}", + 'name': f'{server_id}_{tool_spec["name"]}', }, - "callable": tool_function, - "type": "mcp", - "client": mcp_clients[server_id], - "direct": False, + 'callable': tool_function, + 'type': 'mcp', + 'client': mcp_clients[server_id], + 'direct': False, } except Exception as e: log.debug(e) if event_emitter: await event_emitter( { - "type": "chat:message:error", - "data": { - "error": { - "content": f"Failed to connect to MCP server '{server_id}'" - } - }, + 'type': 'chat:message:error', + 'data': {'error': {'content': f"Failed to connect to MCP server '{server_id}'"}}, } ) continue @@ -2645,9 +2600,9 @@ async def process_chat_payload(request, form_data, user, metadata, model): user, { **extra_params, - "__model__": models[task_model_id], - "__messages__": form_data["messages"], - "__files__": metadata.get("files", []), + '__model__': models[task_model_id], + '__messages__': form_data['messages'], + '__files__': metadata.get('files', []), }, ) @@ -2658,53 +2613,65 @@ async def process_chat_payload(request, form_data, user, metadata, model): # so system terminals work even when no other tools are selected) if terminal_id: try: - terminal_tools = await get_terminal_tools( + terminal_result = await get_terminal_tools( request, terminal_id, user, extra_params, ) + if isinstance(terminal_result, tuple): + terminal_tools, system_prompt = terminal_result + else: + terminal_tools = terminal_result + system_prompt = None if terminal_tools: tools_dict = {**tools_dict, **terminal_tools} + if system_prompt: + form_data['messages'] = add_or_update_system_message( + system_prompt, + form_data['messages'], + append=True, + ) except Exception as e: log.exception(e) if direct_tool_servers: for tool_server in direct_tool_servers: - tool_specs = tool_server.pop("specs", []) + system_prompt = tool_server.pop('system_prompt', None) + if system_prompt: + form_data['messages'] = add_or_update_system_message( + system_prompt, + form_data['messages'], + append=True, + ) + + tool_specs = tool_server.pop('specs', []) for tool in tool_specs: - tools_dict[tool["name"]] = { - "spec": tool, - "direct": True, - "server": tool_server, + tools_dict[tool['name']] = { + 'spec': tool, + 'direct': True, + 'server': tool_server, } if mcp_clients: - metadata["mcp_clients"] = mcp_clients + metadata['mcp_clients'] = mcp_clients # Inject builtin tools for native function calling based on enabled features and model capability # Check if builtin_tools capability is enabled for this model (defaults to True if not specified) - builtin_tools_enabled = ( - model.get("info", {}).get("meta", {}).get("capabilities") or {} - ).get("builtin_tools", True) - if ( - metadata.get("params", {}).get("function_calling") == "native" - and builtin_tools_enabled - ): + builtin_tools_enabled = (model.get('info', {}).get('meta', {}).get('capabilities') or {}).get( + 'builtin_tools', True + ) + if metadata.get('params', {}).get('function_calling') == 'native' and builtin_tools_enabled: # Add file context to user messages - chat_id = metadata.get("chat_id") - form_data["messages"] = add_file_context( - form_data.get("messages", []), chat_id, user - ) - builtin_tools = get_builtin_tools( + chat_id = metadata.get('chat_id') + form_data['messages'] = await add_file_context(form_data.get('messages', []), chat_id, user) + builtin_tools = await get_builtin_tools( request, { **extra_params, - "__event_emitter__": event_emitter, - "__skill_ids__": [ - s.id for s in available_skills if s.id not in user_skill_ids - ], + '__event_emitter__': event_emitter, + '__skill_ids__': [s.id for s in available_skills if s.id not in user_skill_ids], }, features, model, @@ -2714,12 +2681,14 @@ async def process_chat_payload(request, form_data, user, metadata, model): tools_dict[name] = tool_dict if tools_dict: - if metadata.get("params", {}).get("function_calling") == "native": + # Always store resolved tools in metadata so downstream consumers + # (e.g. pipe functions) can access all tools including MCP and builtins. + metadata['tools'] = tools_dict + + if metadata.get('params', {}).get('function_calling') == 'native': # If the function calling is native, then call the tools function calling handler - metadata["tools"] = tools_dict - form_data["tools"] = [ - {"type": "function", "function": tool.get("spec", {})} - for tool in tools_dict.values() + form_data['tools'] = [ + {'type': 'function', 'function': tool.get('spec', {})} for tool in tools_dict.values() ] else: # If the function calling is not native, then call the tools function calling handler @@ -2727,97 +2696,96 @@ async def process_chat_payload(request, form_data, user, metadata, model): form_data, flags = await chat_completion_tools_handler( request, form_data, extra_params, user, models, tools_dict ) - sources.extend(flags.get("sources", [])) + sources.extend(flags.get('sources', [])) except Exception as e: log.exception(e) # Check if file context extraction is enabled for this model (default True) - file_context_enabled = ( - model.get("info", {}).get("meta", {}).get("capabilities") or {} - ).get("file_context", True) + file_context_enabled = (model.get('info', {}).get('meta', {}).get('capabilities') or {}).get('file_context', True) if file_context_enabled: try: - form_data, flags = await chat_completion_files_handler( - request, form_data, extra_params, user - ) - sources.extend(flags.get("sources", [])) + form_data, flags = await chat_completion_files_handler(request, form_data, extra_params, user) + sources.extend(flags.get('sources', [])) except Exception as e: log.exception(e) # Save the pre-RAG message state so the native tool call loop can # restore to the true original (before file-source injection) rather # than a snapshot that already has the RAG template baked in. - system_message = get_system_message(form_data["messages"]) - metadata["system_prompt"] = ( - get_content_from_message(system_message) if system_message else None - ) - metadata["user_prompt"] = get_last_user_message(form_data["messages"]) - metadata["sources"] = sources[:] if sources else [] + system_message = get_system_message(form_data['messages']) + metadata['system_prompt'] = get_content_from_message(system_message) if system_message else None + metadata['user_prompt'] = get_last_user_message(form_data['messages']) + metadata['sources'] = sources[:] if sources else [] # If context is not empty, insert it into the messages if sources and prompt: - form_data["messages"] = apply_source_context_to_messages( - request, form_data["messages"], sources, prompt - ) + form_data['messages'] = apply_source_context_to_messages(request, form_data['messages'], sources, prompt) # If there are citations, add them to the data_items sources = [ source for source in sources - if source.get("source", {}).get("name", "") - or source.get("source", {}).get("id", "") + if source.get('source', {}).get('name', '') or source.get('source', {}).get('id', '') ] if len(sources) > 0: - events.append({"sources": sources}) + events.append({'sources': sources}) if model_knowledge: await event_emitter( { - "type": "status", - "data": { - "action": "knowledge_search", - "query": user_message, - "done": True, - "hidden": True, + 'type': 'status', + 'data': { + 'action': 'knowledge_search', + 'query': user_message, + 'done': True, + 'hidden': True, }, } ) + # Strip empty text content blocks from multimodal messages + # to prevent errors from providers like Gemini and Claude + form_data['messages'] = strip_empty_content_blocks(form_data.get('messages', [])) + + # Merge any duplicate system messages into a single message at position 0 + # to prevent template parsing errors with strict chat templates (e.g. Qwen) + form_data['messages'] = merge_system_messages(form_data.get('messages', [])) + return form_data, metadata, events -def get_event_emitter_and_caller(metadata): +async def get_event_emitter_and_caller(metadata): event_emitter = None event_caller = None - if ( - "session_id" in metadata - and metadata["session_id"] - and "chat_id" in metadata - and metadata["chat_id"] - and "message_id" in metadata - and metadata["message_id"] - ): - event_emitter = get_event_emitter(metadata) - event_caller = get_event_call(metadata) + + # event_emitter only needs user_id + chat_id + message_id. + # It broadcasts to user:{user_id} room AND persists to DB, + # so it works for backend-initiated calls (automations, API). + if metadata.get('chat_id') and metadata.get('message_id'): + event_emitter = await get_event_emitter(metadata) + + # event_caller needs session_id — it calls back to a specific + # websocket session (used by direct tools, pyodide code interpreter). + if metadata.get('session_id') and metadata.get('chat_id') and metadata.get('message_id'): + event_caller = await get_event_call(metadata) + return event_emitter, event_caller -def build_chat_response_context( - request, form_data, user, model, metadata, tasks, events -): - event_emitter, event_caller = get_event_emitter_and_caller(metadata) +async def build_chat_response_context(request, form_data, user, model, metadata, tasks, events): + event_emitter, event_caller = await get_event_emitter_and_caller(metadata) return { - "request": request, - "form_data": form_data, - "user": user, - "model": model, - "metadata": metadata, - "tasks": tasks, - "events": events, - "event_emitter": event_emitter, - "event_caller": event_caller, + 'request': request, + 'form_data': form_data, + 'user': user, + 'model': model, + 'metadata': metadata, + 'tasks': tasks, + 'events': events, + 'event_emitter': event_emitter, + 'event_caller': event_caller, } @@ -2829,9 +2797,9 @@ def get_response_data(response): if isinstance(response, JSONResponse): if isinstance(response.body, bytes): try: - response_data = json.loads(response.body.decode("utf-8", "replace")) + response_data = json.loads(response.body.decode('utf-8', 'replace')) except json.JSONDecodeError: - response_data = {"error": {"detail": "Invalid JSON response"}} + response_data = {'error': {'detail': 'Invalid JSON response'}} else: response_data = response elif isinstance(response, dict): @@ -2873,32 +2841,32 @@ def build_response_object(response, response_data): async def get_system_oauth_token(request, user): oauth_token = None try: - if request.cookies.get("oauth_session_id", None): + if request.cookies.get('oauth_session_id', None): oauth_token = await request.app.state.oauth_manager.get_oauth_token( user.id, - request.cookies.get("oauth_session_id", None), + request.cookies.get('oauth_session_id', None), ) except Exception as e: - log.error(f"Error getting OAuth token: {e}") + log.error(f'Error getting OAuth token: {e}') return oauth_token async def background_tasks_handler(ctx): - request = ctx["request"] - form_data = ctx["form_data"] - user = ctx["user"] - metadata = ctx["metadata"] - tasks = ctx["tasks"] - event_emitter = ctx["event_emitter"] + request = ctx['request'] + form_data = ctx['form_data'] + user = ctx['user'] + metadata = ctx['metadata'] + tasks = ctx['tasks'] + event_emitter = ctx['event_emitter'] message = None messages = [] - if "chat_id" in metadata and not metadata["chat_id"].startswith("local:"): - messages_map = Chats.get_messages_map_by_chat_id(metadata["chat_id"]) - message = messages_map.get(metadata["message_id"]) if messages_map else None + if 'chat_id' in metadata and not metadata['chat_id'].startswith('local:'): + messages_map = await Chats.get_messages_map_by_chat_id(metadata['chat_id']) + message = messages_map.get(metadata['message_id']) if messages_map else None - message_list = get_message_list(messages_map, metadata["message_id"]) + message_list = get_message_list(messages_map, metadata['message_id']) # Remove details tags and files from the messages. # as get_message_list creates a new list, it does not affect @@ -2906,17 +2874,17 @@ async def background_tasks_handler(ctx): messages = [] for message in message_list: - content = message.get("content", "") + content = message.get('content', '') if isinstance(content, list): for item in content: - if item.get("type") == "text": - content = item["text"] + if item.get('type') == 'text': + content = item['text'] break if isinstance(content, str): content = re.sub( - r"]*>.*?<\/details>|!\[.*?\]\(.*?\)", - "", + r']*>.*?<\/details>|!\[.*?\]\(.*?\)', + '', content, flags=re.S | re.I, ).strip() @@ -2924,141 +2892,128 @@ async def background_tasks_handler(ctx): messages.append( { **message, - "role": message.get( - "role", "assistant" - ), # Safe fallback for missing role - "content": content, + 'role': message.get('role', 'assistant'), # Safe fallback for missing role + 'content': content, } ) else: # Local temp chat, get the model and message from the form_data - message = get_last_user_message_item(form_data.get("messages", [])) - messages = form_data.get("messages", []) + message = get_last_user_message_item(form_data.get('messages', [])) + messages = form_data.get('messages', []) if message: - message["model"] = form_data.get("model") + message['model'] = form_data.get('model') - if message and "model" in message: + if message and 'model' in message: if tasks and messages: - if ( - TASKS.FOLLOW_UP_GENERATION in tasks - and tasks[TASKS.FOLLOW_UP_GENERATION] - ): + if TASKS.FOLLOW_UP_GENERATION in tasks and tasks[TASKS.FOLLOW_UP_GENERATION]: res = await generate_follow_ups( request, { - "model": message["model"], - "messages": messages, - "message_id": metadata["message_id"], - "chat_id": metadata["chat_id"], + 'model': message['model'], + 'messages': messages, + 'message_id': metadata['message_id'], + 'chat_id': metadata['chat_id'], }, user, ) if res and isinstance(res, dict): - if len(res.get("choices", [])) == 1: - response_message = res.get("choices", [])[0].get("message", {}) + if len(res.get('choices', [])) == 1: + response_message = res.get('choices', [])[0].get('message', {}) - follow_ups_string = response_message.get( - "content" - ) or response_message.get("reasoning_content", "") + follow_ups_string = response_message.get('content') or response_message.get( + 'reasoning_content', '' + ) else: - follow_ups_string = "" + follow_ups_string = '' follow_ups_string = follow_ups_string[ - follow_ups_string.find("{") : follow_ups_string.rfind("}") + 1 + follow_ups_string.find('{') : follow_ups_string.rfind('}') + 1 ] try: - follow_ups = json.loads(follow_ups_string).get("follow_ups", []) + follow_ups = json.loads(follow_ups_string).get('follow_ups', []) await event_emitter( { - "type": "chat:message:follow_ups", - "data": { - "follow_ups": follow_ups, + 'type': 'chat:message:follow_ups', + 'data': { + 'follow_ups': follow_ups, }, } ) - if not metadata.get("chat_id", "").startswith("local:"): - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + if not metadata.get('chat_id', '').startswith('local:'): + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "followUps": follow_ups, + 'followUps': follow_ups, }, ) except Exception as e: pass - if not metadata.get("chat_id", "").startswith( - "local:" - ): # Only update titles and tags for non-temp chats + if not metadata.get('chat_id', '').startswith('local:'): # Only update titles and tags for non-temp chats if TASKS.TITLE_GENERATION in tasks: user_message = get_last_user_message(messages) if user_message and len(user_message) > 100: - user_message = user_message[:100] + "..." + user_message = user_message[:100] + '...' title = None if tasks[TASKS.TITLE_GENERATION]: res = await generate_title( request, { - "model": message["model"], - "messages": messages, - "chat_id": metadata["chat_id"], + 'model': message['model'], + 'messages': messages, + 'chat_id': metadata['chat_id'], }, user, ) if res and isinstance(res, dict): - if len(res.get("choices", [])) == 1: - response_message = res.get("choices", [])[0].get( - "message", {} - ) + if len(res.get('choices', [])) == 1: + response_message = res.get('choices', [])[0].get('message', {}) title_string = ( - response_message.get("content") + response_message.get('content') or response_message.get( - "reasoning_content", + 'reasoning_content', ) - or message.get("content", user_message) + or message.get('content', user_message) ) else: - title_string = "" + title_string = '' - title_string = title_string[ - title_string.find("{") : title_string.rfind("}") + 1 - ] + title_string = title_string[title_string.find('{') : title_string.rfind('}') + 1] try: - title = json.loads(title_string).get( - "title", user_message - ) + title = json.loads(title_string).get('title', user_message) except Exception as e: - title = "" + title = '' if not title: - title = messages[0].get("content", user_message) + title = messages[0].get('content', user_message) - Chats.update_chat_title_by_id(metadata["chat_id"], title) + await Chats.update_chat_title_by_id(metadata['chat_id'], title) await event_emitter( { - "type": "chat:title", - "data": title, + 'type': 'chat:title', + 'data': title, } ) - if title == None and len(messages) == 2: - title = messages[0].get("content", user_message) + if title == None and len(messages) == 2 and (not messages_map or len(messages_map) <= 2): + title = messages[0].get('content', user_message) - Chats.update_chat_title_by_id(metadata["chat_id"], title) + await Chats.update_chat_title_by_id(metadata['chat_id'], title) await event_emitter( { - "type": "chat:title", - "data": message.get("content", user_message), + 'type': 'chat:title', + 'data': message.get('content', user_message), } ) @@ -3066,39 +3021,33 @@ async def background_tasks_handler(ctx): res = await generate_chat_tags( request, { - "model": message["model"], - "messages": messages, - "chat_id": metadata["chat_id"], + 'model': message['model'], + 'messages': messages, + 'chat_id': metadata['chat_id'], }, user, ) if res and isinstance(res, dict): - if len(res.get("choices", [])) == 1: - response_message = res.get("choices", [])[0].get( - "message", {} + if len(res.get('choices', [])) == 1: + response_message = res.get('choices', [])[0].get('message', {}) + + tags_string = response_message.get('content') or response_message.get( + 'reasoning_content', '' ) - - tags_string = response_message.get( - "content" - ) or response_message.get("reasoning_content", "") else: - tags_string = "" + tags_string = '' - tags_string = tags_string[ - tags_string.find("{") : tags_string.rfind("}") + 1 - ] + tags_string = tags_string[tags_string.find('{') : tags_string.rfind('}') + 1] try: - tags = json.loads(tags_string).get("tags", []) - Chats.update_chat_tags_by_id( - metadata["chat_id"], tags, user - ) + tags = json.loads(tags_string).get('tags', []) + await Chats.update_chat_tags_by_id(metadata['chat_id'], tags, user) await event_emitter( { - "type": "chat:tags", - "data": tags, + 'type': 'chat:tags', + 'data': tags, } ) except Exception as e: @@ -3106,13 +3055,13 @@ async def background_tasks_handler(ctx): async def non_streaming_chat_response_handler(response, ctx): - request = ctx["request"] + request = ctx['request'] - user = ctx["user"] - metadata = ctx["metadata"] - events = ctx["events"] + user = ctx['user'] + metadata = ctx['metadata'] + events = ctx['events'] - event_emitter = ctx["event_emitter"] + event_emitter = ctx['event_emitter'] response, response_data = get_response_data(response) if response_data is None: @@ -3120,115 +3069,114 @@ async def non_streaming_chat_response_handler(response, ctx): if event_emitter: try: - if "error" in response_data: - error = response_data.get("error") + if 'error' in response_data: + error = response_data.get('error') if isinstance(error, dict): - error = error.get("detail", error) + error = error.get('detail', error) else: error = str(error) - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "error": {"content": error}, + 'error': {'content': error}, }, ) if isinstance(error, str) or isinstance(error, dict): await event_emitter( { - "type": "chat:message:error", - "data": {"error": {"content": error}}, + 'type': 'chat:message:error', + 'data': {'error': {'content': error}}, } ) - if "selected_model_id" in response_data: - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + if 'selected_model_id' in response_data: + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "selectedModelId": response_data["selected_model_id"], + 'selectedModelId': response_data['selected_model_id'], }, ) - choices = response_data.get("choices", []) - if choices and choices[0].get("message", {}).get("content"): - content = response_data["choices"][0]["message"]["content"] + choices = response_data.get('choices', []) + if choices and choices[0].get('message', {}).get('content'): + content = response_data['choices'][0]['message']['content'] if content: await event_emitter( { - "type": "chat:completion", - "data": response_data, + 'type': 'chat:completion', + 'data': response_data, } ) - title = Chats.get_chat_title_by_id(metadata["chat_id"]) + title = await Chats.get_chat_title_by_id(metadata['chat_id']) # Use output from backend if provided (OR-compliant backends), # otherwise generate from response content - response_output = response_data.get("output") + response_output = response_data.get('output') if not response_output: response_output = [ { - "type": "message", - "id": output_id("msg"), - "status": "completed", - "role": "assistant", - "content": [{"type": "output_text", "text": content}], + 'type': 'message', + 'id': output_id('msg'), + 'status': 'completed', + 'role': 'assistant', + 'content': [{'type': 'output_text', 'text': content}], } ] await event_emitter( { - "type": "chat:completion", - "data": { - "done": True, - "content": content, - "output": response_output, - "title": title, + 'type': 'chat:completion', + 'data': { + 'done': True, + 'content': content, + 'output': response_output, + 'title': title, }, } ) # Save message in the database - usage = normalize_usage(response_data.get("usage", {}) or {}) + usage = normalize_usage(response_data.get('usage', {}) or {}) - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "role": "assistant", - "content": content, - "output": response_output, - **({"usage": usage} if usage else {}), + 'done': True, + 'role': 'assistant', + 'content': content, + 'output': response_output, + **({'usage': usage} if usage else {}), }, ) # Send a webhook notification if the user is not active - if not Users.is_user_active(user.id): - webhook_url = Users.get_user_webhook_url_by_id(user.id) + if request.app.state.config.ENABLE_USER_WEBHOOKS and not await Users.is_user_active(user.id): + webhook_url = await Users.get_user_webhook_url_by_id(user.id) if webhook_url: await post_webhook( request.app.state.WEBUI_NAME, webhook_url, - f"{title} - {request.app.state.config.WEBUI_URL}/c/{metadata['chat_id']}\n\n{content}", + f'{title} - {request.app.state.config.WEBUI_URL}/c/{metadata["chat_id"]}\n\n{content}', { - "action": "chat", - "message": content, - "title": title, - "url": f"{request.app.state.config.WEBUI_URL}/c/{metadata['chat_id']}", + 'action': 'chat', + 'message': content, + 'title': title, + 'url': f'{request.app.state.config.WEBUI_URL}/c/{metadata["chat_id"]}', }, ) await background_tasks_handler(ctx) - response = build_response_object( - response, merge_events_into_response(response_data, events) - ) + response = build_response_object(response, merge_events_into_response(response_data, events)) except Exception as e: - log.debug(f"Error occurred while processing request: {e}") + log.debug(f'Error occurred while processing request: {e}') pass return response @@ -3240,40 +3188,40 @@ async def non_streaming_chat_response_handler(response, ctx): async def streaming_chat_response_handler(response, ctx): - request = ctx["request"] + request = ctx['request'] - form_data = ctx["form_data"] + form_data = ctx['form_data'] - user = ctx["user"] - model = ctx["model"] + user = ctx['user'] + model = ctx['model'] - metadata = ctx["metadata"] - events = ctx["events"] + metadata = ctx['metadata'] + events = ctx['events'] - event_emitter = ctx["event_emitter"] - event_caller = ctx["event_caller"] + event_emitter = ctx['event_emitter'] + event_caller = ctx['event_caller'] extra_params = { - "__event_emitter__": event_emitter, - "__event_call__": event_caller, - "__user__": user.model_dump() if isinstance(user, UserModel) else {}, - "__metadata__": metadata, - "__oauth_token__": await get_system_oauth_token(request, user), - "__request__": request, - "__model__": model, + '__event_emitter__': event_emitter, + '__event_call__': event_caller, + '__user__': user.model_dump() if isinstance(user, UserModel) else {}, + '__metadata__': metadata, + '__oauth_token__': await get_system_oauth_token(request, user), + '__request__': request, + '__model__': model, } filter_functions = [ - Functions.get_function_by_id(filter_id) - for filter_id in get_sorted_filter_ids( - request, model, metadata.get("filter_ids", []) - ) + await Functions.get_function_by_id(filter_id) + for filter_id in await get_sorted_filter_ids(request, model, metadata.get('filter_ids', [])) ] # Standard streaming response handler - if event_emitter and event_caller: + # event_caller is optional — only needed for direct (client-side) tools + # and pyodide code interpreter. Server-side tools work without it. + if event_emitter: task_id = str(uuid4()) # Create a unique task ID. - model_id = form_data.get("model", "") + model_id = form_data.get('model', '') # Handle as a background task async def response_handler(response, events): @@ -3300,46 +3248,43 @@ async def streaming_chat_response_handler(response, ctx): def get_last_text(out): """Get text from last message item, or empty string.""" - if out and out[-1].get("type") == "message": - parts = out[-1].get("content", []) - if parts and parts[-1].get("type") == "output_text": - return parts[-1].get("text", "") - return "" + if out and out[-1].get('type') == 'message': + parts = out[-1].get('content', []) + if parts and parts[-1].get('type') == 'output_text': + return parts[-1].get('text', '') + return '' def set_last_text(out, text): """Set text on last message item's output_text.""" - if out and out[-1].get("type") == "message": - parts = out[-1].get("content", []) - if parts and parts[-1].get("type") == "output_text": - parts[-1]["text"] = text + if out and out[-1].get('type') == 'message': + parts = out[-1].get('content', []) + if parts and parts[-1].get('type') == 'output_text': + parts[-1]['text'] = text # Map content_type to output item type output_type_map = { - "reasoning": "reasoning", - "solution": "message", # solution tags just produce text - "code_interpreter": "open_webui:code_interpreter", + 'reasoning': 'reasoning', + 'solution': 'message', # solution tags just produce text + 'code_interpreter': 'open_webui:code_interpreter', } output_item_type = output_type_map.get(content_type, content_type) - last_type = output[-1].get("type", "") if output else "" + last_type = output[-1].get('type', '') if output else '' - if last_type == "message": + if last_type == 'message': # Use the output item's own text for tag detection item_text = get_last_text(output) for start_tag, end_tag in tags: - - start_tag_pattern = rf"{re.escape(start_tag)}" - if start_tag.startswith("<") and start_tag.endswith(">"): - start_tag_pattern = ( - rf"<{re.escape(start_tag[1:-1])}(\s.*?)?>" - ) + start_tag_pattern = rf'{re.escape(start_tag)}' + if start_tag.startswith('<') and start_tag.endswith('>'): + start_tag_pattern = rf'<{re.escape(start_tag[1:-1])}(\s.*?)?>' match = re.search(start_tag_pattern, item_text) if match: try: - attr_content = match.group(1) if match.group(1) else "" - except: - attr_content = "" + attr_content = match.group(1) if match.group(1) else '' + except Exception: + attr_content = '' attributes = extract_attributes(attr_content) @@ -3351,102 +3296,90 @@ async def streaming_chat_response_handler(response, ctx): if not before_tag.strip(): # Remove empty message item - if output and output[-1].get("type") == "message": + if output and output[-1].get('type') == 'message': output.pop() # Append the new output item - if output_item_type == "reasoning": + if output_item_type == 'reasoning': output.append( { - "type": "reasoning", - "id": output_id("r"), - "status": "in_progress", - "start_tag": start_tag, - "end_tag": end_tag, - "attributes": attributes, - "content": [], - "summary": None, - "started_at": time.time(), + 'type': 'reasoning', + 'id': output_id('r'), + 'status': 'in_progress', + 'start_tag': start_tag, + 'end_tag': end_tag, + 'attributes': attributes, + 'content': [], + 'summary': None, + 'started_at': time.time(), } ) - elif output_item_type == "open_webui:code_interpreter": + elif output_item_type == 'open_webui:code_interpreter': output.append( { - "type": "open_webui:code_interpreter", - "id": output_id("ci"), - "status": "in_progress", - "start_tag": start_tag, - "end_tag": end_tag, - "attributes": attributes, - "lang": attributes.get("lang", "python"), - "code": "", - "output": None, - "started_at": time.time(), + 'type': 'open_webui:code_interpreter', + 'id': output_id('ci'), + 'status': 'in_progress', + 'start_tag': start_tag, + 'end_tag': end_tag, + 'attributes': attributes, + 'lang': attributes.get('lang', 'python'), + 'code': '', + 'output': None, + 'started_at': time.time(), } ) else: # solution or other text-producing tag output.append( { - "type": "message", - "id": output_id("msg"), - "status": "in_progress", - "role": "assistant", - "content": [ - {"type": "output_text", "text": ""} - ], - "_tag_type": content_type, - "start_tag": start_tag, - "end_tag": end_tag, - "attributes": attributes, - "started_at": time.time(), + 'type': 'message', + 'id': output_id('msg'), + 'status': 'in_progress', + 'role': 'assistant', + 'content': [{'type': 'output_text', 'text': ''}], + '_tag_type': content_type, + 'start_tag': start_tag, + 'end_tag': end_tag, + 'attributes': attributes, + 'started_at': time.time(), } ) if after_tag: # Set the after_tag content on the new item - if output_item_type == "reasoning": - output[-1]["content"] = [ - {"type": "output_text", "text": after_tag} - ] - elif output_item_type == "open_webui:code_interpreter": - output[-1]["code"] = after_tag + if output_item_type == 'reasoning': + output[-1]['content'] = [{'type': 'output_text', 'text': after_tag}] + elif output_item_type == 'open_webui:code_interpreter': + output[-1]['code'] = after_tag else: set_last_text(output, after_tag) - _, recursive_end = tag_output_handler( - content_type, tags, output - ) + _, recursive_end = tag_output_handler(content_type, tags, output) if recursive_end: end_flag = True break elif ( - (last_type == "reasoning" and content_type == "reasoning") - or ( - last_type == "open_webui:code_interpreter" - and content_type == "code_interpreter" - ) - or ( - last_type == "message" - and output[-1].get("_tag_type") == content_type - ) + (last_type == 'reasoning' and content_type == 'reasoning') + or (last_type == 'open_webui:code_interpreter' and content_type == 'code_interpreter') + or (last_type == 'message' and output[-1].get('_tag_type') == content_type) ): item = output[-1] - start_tag = item.get("start_tag", "") - end_tag = item.get("end_tag", "") + start_tag = item.get('start_tag', '') + end_tag = item.get('end_tag', '') - end_tag_pattern = rf"{re.escape(end_tag)}" + end_tag_pattern = rf'{re.escape(end_tag)}' # Get the block content from the item itself - if last_type == "reasoning": - parts = item.get("content", []) - block_content = "" - if parts and parts[-1].get("type") == "output_text": - block_content = parts[-1].get("text", "") - elif last_type == "open_webui:code_interpreter": - block_content = item.get("code", "") + if last_type == 'reasoning': + parts = item.get('content', []) + block_content = '' + if parts and parts[-1].get('type') == 'output_text': + block_content = parts[-1].get('text', '') + elif last_type == 'open_webui:code_interpreter': + block_content = item.get('code', '') else: block_content = get_last_text(output) @@ -3454,57 +3387,43 @@ async def streaming_chat_response_handler(response, ctx): end_flag = True # Strip start and end tags from content - start_tag_pattern = rf"{re.escape(start_tag)}" - if start_tag.startswith("<") and start_tag.endswith(">"): - start_tag_pattern = ( - rf"<{re.escape(start_tag[1:-1])}(\s.*?)?>" - ) - block_content = re.sub( - start_tag_pattern, "", block_content - ).strip() + start_tag_pattern = rf'{re.escape(start_tag)}' + if start_tag.startswith('<') and start_tag.endswith('>'): + start_tag_pattern = rf'<{re.escape(start_tag[1:-1])}(\s.*?)?>' + block_content = re.sub(start_tag_pattern, '', block_content).strip() end_tag_regex = re.compile(end_tag_pattern, re.DOTALL) split_content = end_tag_regex.split(block_content, maxsplit=1) - block_content = ( - split_content[0].strip() if split_content else "" - ) - leftover_content = ( - split_content[1].strip() if len(split_content) > 1 else "" - ) + block_content = split_content[0].strip() if split_content else '' + leftover_content = split_content[1].strip() if len(split_content) > 1 else '' if block_content: # Update the item with final content - if last_type == "reasoning": - item["content"] = [ - {"type": "output_text", "text": block_content} - ] - item["ended_at"] = time.time() - item["duration"] = int( - item["ended_at"] - item["started_at"] - ) - item["status"] = "completed" - elif last_type == "open_webui:code_interpreter": - item["code"] = block_content - item["ended_at"] = time.time() - item["duration"] = int( - item["ended_at"] - item["started_at"] - ) + if last_type == 'reasoning': + item['content'] = [{'type': 'output_text', 'text': block_content}] + item['ended_at'] = time.time() + item['duration'] = int(item['ended_at'] - item['started_at']) + item['status'] = 'completed' + elif last_type == 'open_webui:code_interpreter': + item['code'] = block_content + item['ended_at'] = time.time() + item['duration'] = int(item['ended_at'] - item['started_at']) else: set_last_text(output, block_content) - item["ended_at"] = time.time() + item['ended_at'] = time.time() # Reset by appending a new message item for leftover output.append( { - "type": "message", - "id": output_id("msg"), - "status": "in_progress", - "role": "assistant", - "content": [ + 'type': 'message', + 'id': output_id('msg'), + 'status': 'in_progress', + 'role': 'assistant', + 'content': [ { - "type": "output_text", - "text": leftover_content, + 'type': 'output_text', + 'text': leftover_content, } ], } @@ -3514,14 +3433,14 @@ async def streaming_chat_response_handler(response, ctx): output.pop() output.append( { - "type": "message", - "id": output_id("msg"), - "status": "in_progress", - "role": "assistant", - "content": [ + 'type': 'message', + 'id': output_id('msg'), + 'status': 'in_progress', + 'role': 'assistant', + 'content': [ { - "type": "output_text", - "text": leftover_content, + 'type': 'output_text', + 'text': leftover_content, } ], } @@ -3529,29 +3448,23 @@ async def streaming_chat_response_handler(response, ctx): return output, end_flag - message = Chats.get_message_by_id_and_message_id( - metadata["chat_id"], metadata["message_id"] - ) + message = await Chats.get_message_by_id_and_message_id(metadata['chat_id'], metadata['message_id']) tool_calls = [] last_assistant_message = None try: - if form_data["messages"][-1]["role"] == "assistant": - last_assistant_message = get_last_assistant_message( - form_data["messages"] - ) + if form_data['messages'][-1]['role'] == 'assistant': + last_assistant_message = get_last_assistant_message(form_data['messages']) except Exception as e: pass content = ( - message.get("content", "") - if message - else last_assistant_message if last_assistant_message else "" + message.get('content', '') if message else last_assistant_message if last_assistant_message else '' ) # Initialize output: use existing from message if continuing, else create new - existing_output = message.get("output") if message else None + existing_output = message.get('output') if message else None if existing_output: output = existing_output else: @@ -3559,33 +3472,31 @@ async def streaming_chat_response_handler(response, ctx): if content: output = [ { - "type": "message", - "id": output_id("msg"), - "status": "in_progress", - "role": "assistant", - "content": [{"type": "output_text", "text": content}], + 'type': 'message', + 'id': output_id('msg'), + 'status': 'in_progress', + 'role': 'assistant', + 'content': [{'type': 'output_text', 'text': content}], } ] else: output = [] usage = None + prior_output = [] + last_response_id = None - reasoning_tags_param = metadata.get("params", {}).get("reasoning_tags") + def full_output(): + return prior_output + output if prior_output else output + + reasoning_tags_param = metadata.get('params', {}).get('reasoning_tags') DETECT_REASONING_TAGS = reasoning_tags_param is not False - DETECT_CODE_INTERPRETER = metadata.get("features", {}).get( - "code_interpreter", False - ) + DETECT_CODE_INTERPRETER = metadata.get('features', {}).get('code_interpreter', False) reasoning_tags = [] if DETECT_REASONING_TAGS: - if ( - isinstance(reasoning_tags_param, list) - and len(reasoning_tags_param) == 2 - ): - reasoning_tags = [ - (reasoning_tags_param[0], reasoning_tags_param[1]) - ] + if isinstance(reasoning_tags_param, list) and len(reasoning_tags_param) == 2: + reasoning_tags = [(reasoning_tags_param[0], reasoning_tags_param[1])] else: reasoning_tags = DEFAULT_REASONING_TAGS @@ -3593,15 +3504,15 @@ async def streaming_chat_response_handler(response, ctx): for event in events: await event_emitter( { - "type": "chat:completion", - "data": event, + 'type': 'chat:completion', + 'data': event, } ) # Save message in the database - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { **event, }, @@ -3611,16 +3522,15 @@ async def streaming_chat_response_handler(response, ctx): nonlocal content nonlocal usage nonlocal output + nonlocal prior_output + nonlocal last_response_id response_tool_calls = [] delta_count = 0 delta_chunk_size = max( CHAT_RESPONSE_STREAM_DELTA_CHUNK_SIZE, - int( - metadata.get("params", {}).get("stream_delta_chunk_size") - or 1 - ), + int(metadata.get('params', {}).get('stream_delta_chunk_size') or 1), ) last_delta_data = None @@ -3631,19 +3541,15 @@ async def streaming_chat_response_handler(response, ctx): if delta_count >= threshold and last_delta_data: await event_emitter( { - "type": "chat:completion", - "data": last_delta_data, + 'type': 'chat:completion', + 'data': last_delta_data, } ) delta_count = 0 last_delta_data = None async for line in response.body_iterator: - line = ( - line.decode("utf-8", "replace") - if isinstance(line, bytes) - else line - ) + line = line.decode('utf-8', 'replace') if isinstance(line, bytes) else line data = line # Skip empty lines @@ -3651,11 +3557,11 @@ async def streaming_chat_response_handler(response, ctx): continue # "data:" is the prefix for each event - if not data.startswith("data:"): + if not data.startswith('data:'): continue # Remove the prefix - data = data[len("data:") :].strip() + data = data[len('data:') :].strip() try: data = json.loads(data) @@ -3663,183 +3569,169 @@ async def streaming_chat_response_handler(response, ctx): data, _ = await process_filter_functions( request=request, filter_functions=filter_functions, - filter_type="stream", + filter_type='stream', form_data=data, - extra_params={"__body__": form_data, **extra_params}, + extra_params={'__body__': form_data, **extra_params}, ) if data: - if "event" in data and not getattr( - request.state, "direct", False - ): - await event_emitter(data.get("event", {})) + if 'event' in data and not getattr(request.state, 'direct', False): + await event_emitter(data.get('event', {})) - if "selected_model_id" in data: - model_id = data["selected_model_id"] - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + if 'selected_model_id' in data: + model_id = data['selected_model_id'] + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "selectedModelId": model_id, + 'selectedModelId': model_id, }, ) await event_emitter( { - "type": "chat:completion", - "data": data, + 'type': 'chat:completion', + 'data': data, } ) # Check for Responses API events (type field starts with "response.") - elif data.get("type", "").startswith("response."): - output, response_metadata = ( - handle_responses_streaming_event(data, output) - ) + elif data.get('type', '').startswith('response.'): + output, response_metadata = handle_responses_streaming_event(data, output) processed_data = { - "output": output, - "content": serialize_output(output), + 'output': full_output(), + 'content': serialize_output(full_output()), } # print(data) # print(processed_data) - # Merge any metadata (usage, done, etc.) + # Merge any metadata (usage, etc.) + # Strip 'done' — response.completed emits + # it but we may still need to execute tool + # calls. The outer middleware manages the + # actual completion signal. if response_metadata: + if ENABLE_RESPONSES_API_STATEFUL: + response_id = response_metadata.pop('response_id', None) + if response_id: + last_response_id = response_id processed_data.update(response_metadata) + processed_data.pop('done', None) await event_emitter( { - "type": "chat:completion", - "data": processed_data, + 'type': 'chat:completion', + 'data': processed_data, } ) continue else: - choices = data.get("choices", []) + choices = data.get('choices', []) # Normalize usage data to standard format - raw_usage = data.get("usage", {}) or {} - raw_usage.update( - data.get("timings", {}) - ) # llama.cpp + raw_usage = data.get('usage', {}) or {} + raw_usage.update(data.get('timings', {})) # llama.cpp if raw_usage: usage = normalize_usage(raw_usage) await event_emitter( { - "type": "chat:completion", - "data": { - "usage": usage, + 'type': 'chat:completion', + 'data': { + 'usage': usage, }, } ) if not choices: - error = data.get("error", {}) + error = data.get('error', {}) if error: + try: + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], + { + 'error': {'content': error}, + }, + ) + except Exception: + pass await event_emitter( { - "type": "chat:completion", - "data": { - "error": error, + 'type': 'chat:completion', + 'data': { + 'error': error, }, } ) continue - delta = choices[0].get("delta", {}) + delta = choices[0].get('delta', {}) # Handle delta annotations - annotations = delta.get("annotations") + annotations = delta.get('annotations') if annotations: for annotation in annotations: if ( - annotation.get("type") == "url_citation" - and "url_citation" in annotation + annotation.get('type') == 'url_citation' + and 'url_citation' in annotation ): - url_citation = annotation[ - "url_citation" - ] + url_citation = annotation['url_citation'] - url = url_citation.get("url", "") - title = url_citation.get("title", url) + url = url_citation.get('url', '') + title = url_citation.get('title', url) await event_emitter( { - "type": "source", - "data": { - "source": { - "name": title, - "url": url, + 'type': 'source', + 'data': { + 'source': { + 'name': title, + 'url': url, }, - "document": [title], - "metadata": [ + 'document': [title], + 'metadata': [ { - "source": url, - "name": title, + 'source': url, + 'name': title, } ], }, } ) - delta_tool_calls = delta.get("tool_calls", None) + delta_tool_calls = delta.get('tool_calls', None) if delta_tool_calls: for delta_tool_call in delta_tool_calls: - tool_call_index = delta_tool_call.get( - "index" - ) + tool_call_index = delta_tool_call.get('index') if tool_call_index is not None: # Check if the tool call already exists current_response_tool_call = None - for ( - response_tool_call - ) in response_tool_calls: - if ( - response_tool_call.get("index") - == tool_call_index - ): - current_response_tool_call = ( - response_tool_call - ) + for response_tool_call in response_tool_calls: + if response_tool_call.get('index') == tool_call_index: + current_response_tool_call = response_tool_call break if current_response_tool_call is None: # Add the new tool call - delta_tool_call.setdefault( - "function", {} - ) - delta_tool_call[ - "function" - ].setdefault("name", "") - delta_tool_call[ - "function" - ].setdefault("arguments", "") - response_tool_calls.append( - delta_tool_call - ) + delta_tool_call.setdefault('function', {}) + delta_tool_call['function'].setdefault('name', '') + delta_tool_call['function'].setdefault('arguments', '') + response_tool_calls.append(delta_tool_call) else: # Update the existing tool call - delta_name = delta_tool_call.get( - "function", {} - ).get("name") - delta_arguments = ( - delta_tool_call.get( - "function", {} - ).get("arguments") + delta_name = delta_tool_call.get('function', {}).get('name') + delta_arguments = delta_tool_call.get('function', {}).get( + 'arguments' ) if delta_name: - current_response_tool_call[ - "function" - ]["name"] = delta_name + current_response_tool_call['function']['name'] = delta_name if delta_arguments: - current_response_tool_call[ - "function" - ][ - "arguments" - ] += delta_arguments + current_response_tool_call['function']['arguments'] += ( + delta_arguments + ) # Emit pending tool calls in real-time if response_tool_calls: @@ -3849,44 +3741,34 @@ async def streaming_chat_response_handler(response, ctx): # Build pending function_call output items for display pending_fc_items = [] for tc in response_tool_calls: - call_id = tc.get("id", "") - func = tc.get("function", {}) + call_id = tc.get('id', '') + func = tc.get('function', {}) pending_fc_items.append( { - "type": "function_call", - "id": call_id - or output_id("fc"), - "call_id": call_id, - "name": func.get("name", ""), - "arguments": func.get( - "arguments", "{}" - ), - "status": "in_progress", + 'type': 'function_call', + 'id': call_id or output_id('fc'), + 'call_id': call_id, + 'name': func.get('name', ''), + 'arguments': func.get('arguments', '{}'), + 'status': 'in_progress', } ) - pending_output = output + pending_fc_items + await event_emitter( { - "type": "chat:completion", - "data": { - "content": serialize_output( - pending_output - ), + 'type': 'chat:completion', + 'data': { + 'content': serialize_output(full_output() + pending_fc_items), }, } ) - image_urls = get_image_urls( - delta.get("images", []), request, metadata, user - ) + image_urls = await get_image_urls(delta.get('images', []), request, metadata, user) if image_urls: - image_file_list = [ - {"type": "image", "url": url} - for url in image_urls - ] - message_files = Chats.add_message_files_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + image_file_list = [{'type': 'image', 'url': url} for url in image_urls] + message_files = await Chats.add_message_files_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], image_file_list, ) if message_files is None: @@ -3894,105 +3776,89 @@ async def streaming_chat_response_handler(response, ctx): await event_emitter( { - "type": "files", - "data": {"files": message_files}, + 'type': 'files', + 'data': {'files': message_files}, } ) - value = delta.get("content") + value = delta.get('content') reasoning_content = ( - delta.get("reasoning_content") - or delta.get("reasoning") - or delta.get("thinking") + delta.get('reasoning_content') + or delta.get('reasoning') + or delta.get('thinking') ) if reasoning_content: - if ( - not output - or output[-1].get("type") != "reasoning" - ): + if not output or output[-1].get('type') != 'reasoning': reasoning_item = { - "type": "reasoning", - "id": output_id("r"), - "status": "in_progress", - "start_tag": "", - "end_tag": "", - "attributes": { - "type": "reasoning_content" - }, - "content": [], - "summary": None, - "started_at": time.time(), + 'type': 'reasoning', + 'id': output_id('r'), + 'status': 'in_progress', + 'start_tag': '', + 'end_tag': '', + 'attributes': {'type': 'reasoning_content'}, + 'content': [], + 'summary': None, + 'started_at': time.time(), } output.append(reasoning_item) else: reasoning_item = output[-1] # Append to reasoning content - parts = reasoning_item.get("content", []) - if ( - parts - and parts[-1].get("type") == "output_text" - ): - parts[-1]["text"] += reasoning_content + parts = reasoning_item.get('content', []) + if parts and parts[-1].get('type') == 'output_text': + parts[-1]['text'] += reasoning_content else: - reasoning_item["content"] = [ + reasoning_item['content'] = [ { - "type": "output_text", - "text": reasoning_content, + 'type': 'output_text', + 'text': reasoning_content, } ] - data = {"content": serialize_output(output)} + data = {'content': serialize_output(full_output())} if value: if ( output - and output[-1].get("type") == "reasoning" - and output[-1] - .get("attributes", {}) - .get("type") - == "reasoning_content" + and output[-1].get('type') == 'reasoning' + and output[-1].get('attributes', {}).get('type') == 'reasoning_content' ): reasoning_item = output[-1] - reasoning_item["ended_at"] = time.time() - reasoning_item["duration"] = int( - reasoning_item["ended_at"] - - reasoning_item["started_at"] + reasoning_item['ended_at'] = time.time() + reasoning_item['duration'] = int( + reasoning_item['ended_at'] - reasoning_item['started_at'] ) - reasoning_item["status"] = "completed" + reasoning_item['status'] = 'completed' output.append( { - "type": "message", - "id": output_id("msg"), - "status": "in_progress", - "role": "assistant", - "content": [ + 'type': 'message', + 'id': output_id('msg'), + 'status': 'in_progress', + 'role': 'assistant', + 'content': [ { - "type": "output_text", - "text": "", + 'type': 'output_text', + 'text': '', } ], } ) if ENABLE_CHAT_RESPONSE_BASE64_IMAGE_URL_CONVERSION: - value = convert_markdown_base64_images( + value = await convert_markdown_base64_images( request, value, { - "chat_id": metadata.get( - "chat_id", None - ), - "message_id": metadata.get( - "message_id", None - ), + 'chat_id': metadata.get('chat_id', None), + 'message_id': metadata.get('message_id', None), }, user, ) - content = f"{content}{value}" + content = f'{content}{value}' # Check if we're inside a tag-based block # (reasoning, code_interpreter, or solution). @@ -4002,122 +3868,93 @@ async def streaming_chat_response_handler(response, ctx): # start tag on every chunk and fragments the # output. last_item = output[-1] if output else None - last_item_type = ( - last_item.get("type", "") - if last_item - else "" - ) + last_item_type = last_item.get('type', '') if last_item else '' inside_tag_block = ( last_item is not None - and last_item.get("status") == "in_progress" - and last_item.get("attributes", {}).get( - "type" - ) - != "reasoning_content" + and last_item.get('status') == 'in_progress' + and last_item.get('attributes', {}).get('type') != 'reasoning_content' and ( - last_item_type == "reasoning" - or last_item_type - == "open_webui:code_interpreter" + last_item_type == 'reasoning' + or last_item_type == 'open_webui:code_interpreter' or ( - last_item_type == "message" - and last_item.get("_tag_type") - is not None + last_item_type == 'message' + and last_item.get('_tag_type') is not None ) ) ) if inside_tag_block: # Append to the existing tag-based item - if ( - last_item_type - == "open_webui:code_interpreter" - ): - last_item["code"] = ( - last_item.get("code", "") + value - ) - elif last_item_type == "reasoning": - parts = last_item.get("content", []) - if ( - parts - and parts[-1].get("type") - == "output_text" - ): - parts[-1]["text"] += value + if last_item_type == 'open_webui:code_interpreter': + last_item['code'] = last_item.get('code', '') + value + elif last_item_type == 'reasoning': + parts = last_item.get('content', []) + if parts and parts[-1].get('type') == 'output_text': + parts[-1]['text'] += value else: - last_item["content"] = [ + last_item['content'] = [ { - "type": "output_text", - "text": value, + 'type': 'output_text', + 'text': value, } ] else: # solution or other _tag_type message - msg_parts = last_item.get("content", []) - if ( - msg_parts - and msg_parts[-1].get("type") - == "output_text" - ): - msg_parts[-1]["text"] += value + msg_parts = last_item.get('content', []) + if msg_parts and msg_parts[-1].get('type') == 'output_text': + msg_parts[-1]['text'] += value else: - last_item["content"] = [ + last_item['content'] = [ { - "type": "output_text", - "text": value, + 'type': 'output_text', + 'text': value, } ] else: - if ( - not output - or output[-1].get("type") != "message" - ): + if not output or output[-1].get('type') != 'message': output.append( { - "type": "message", - "id": output_id("msg"), - "status": "in_progress", - "role": "assistant", - "content": [ + 'type': 'message', + 'id': output_id('msg'), + 'status': 'in_progress', + 'role': 'assistant', + 'content': [ { - "type": "output_text", - "text": "", + 'type': 'output_text', + 'text': '', } ], } ) # Append value to last message item's text - msg_parts = output[-1].get("content", []) - if ( - msg_parts - and msg_parts[-1].get("type") - == "output_text" - ): - msg_parts[-1]["text"] += value + msg_parts = output[-1].get('content', []) + if msg_parts and msg_parts[-1].get('type') == 'output_text': + msg_parts[-1]['text'] += value else: - output[-1]["content"] = [ + output[-1]['content'] = [ { - "type": "output_text", - "text": value, + 'type': 'output_text', + 'text': value, } ] if DETECT_REASONING_TAGS: output, _ = tag_output_handler( - "reasoning", + 'reasoning', reasoning_tags, output, ) output, _ = tag_output_handler( - "solution", + 'solution', DEFAULT_SOLUTION_TAGS, output, ) if DETECT_CODE_INTERPRETER: output, end = tag_output_handler( - "code_interpreter", + 'code_interpreter', DEFAULT_CODE_INTERPRETER_TAGS, output, ) @@ -4127,17 +3964,17 @@ async def streaming_chat_response_handler(response, ctx): if ENABLE_REALTIME_CHAT_SAVE: # Save message in the database - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "content": serialize_output(output), - "output": output, + 'content': serialize_output(full_output()), + 'output': full_output(), }, ) else: data = { - "content": serialize_output(output), + 'content': serialize_output(full_output()), } if delta: @@ -4148,55 +3985,81 @@ async def streaming_chat_response_handler(response, ctx): else: await event_emitter( { - "type": "chat:completion", - "data": data, + 'type': 'chat:completion', + 'data': data, } ) except Exception as e: - done = "data: [DONE]" in line + done = 'data: [DONE]' in line if done: pass else: - log.debug(f"Error: {e}") + log.debug(f'Error: {e}') continue await flush_pending_delta_data() if output: # Clean up the last message item - if output[-1].get("type") == "message": - parts = output[-1].get("content", []) - if parts and parts[-1].get("type") == "output_text": - parts[-1]["text"] = parts[-1]["text"].strip() + if output[-1].get('type') == 'message': + parts = output[-1].get('content', []) + if parts and parts[-1].get('type') == 'output_text': + parts[-1]['text'] = parts[-1]['text'].strip() - if not parts[-1]["text"]: + if not parts[-1]['text']: output.pop() if not output: output.append( { - "type": "message", - "id": output_id("msg"), - "status": "in_progress", - "role": "assistant", - "content": [ - {"type": "output_text", "text": ""} - ], + 'type': 'message', + 'id': output_id('msg'), + 'status': 'in_progress', + 'role': 'assistant', + 'content': [{'type': 'output_text', 'text': ''}], } ) - if output[-1].get("type") == "reasoning": + if output[-1].get('type') == 'reasoning': reasoning_item = output[-1] - if reasoning_item.get("ended_at") is None: - reasoning_item["ended_at"] = time.time() - reasoning_item["duration"] = int( - reasoning_item["ended_at"] - - reasoning_item["started_at"] + if reasoning_item.get('ended_at') is None: + reasoning_item['ended_at'] = time.time() + reasoning_item['duration'] = int( + reasoning_item['ended_at'] - reasoning_item['started_at'] ) - reasoning_item["status"] = "completed" + reasoning_item['status'] = 'completed' if response_tool_calls: tool_calls.append(_split_tool_calls(response_tool_calls)) + # Responses API path: extract function_call items from output + if not response_tool_calls and output: + # Collect call_ids that already have results, + # including those from prior_output so we don't + # re-process tool calls from a previous turn. + handled_call_ids = { + item.get('call_id') + for item in (prior_output + output) + if item.get('type') == 'function_call_output' + } + responses_api_tool_calls = [] + for item in output: + if item.get('type') == 'function_call' and item.get('call_id') not in handled_call_ids: + arguments = item.get('arguments', '{}') + responses_api_tool_calls.append( + { + 'id': item.get('call_id', ''), + 'index': len(responses_api_tool_calls), + 'function': { + 'name': item.get('name', ''), + 'arguments': ( + arguments if isinstance(arguments, str) else json.dumps(arguments) + ), + }, + } + ) + if responses_api_tool_calls: + tool_calls.append(_split_tool_calls(responses_api_tool_calls)) + if response.background: await response.background() @@ -4205,69 +4068,64 @@ async def streaming_chat_response_handler(response, ctx): tool_call_retries = 0 tool_call_sources = [] # Track citation sources from tool results all_tool_call_sources = [] # Accumulated sources across all iterations - user_message = get_last_user_message(form_data["messages"]) + user_message = get_last_user_message(form_data['messages']) # Check if citations are enabled for this model - citations_enabled = ( - model.get("info", {}).get("meta", {}).get("capabilities") or {} - ).get("citations", True) + citations_enabled = (model.get('info', {}).get('meta', {}).get('capabilities') or {}).get( + 'citations', True + ) # Use the pre-RAG system content captured before the # initial file-source injection in process_chat_payload. # This ensures restore truly undoes the RAG template. - original_system_content = metadata.get("system_prompt") + original_system_content = metadata.get('system_prompt') if original_system_content is None: - original_system_message = get_system_message(form_data["messages"]) + original_system_message = get_system_message(form_data['messages']) original_system_content = ( - get_content_from_message(original_system_message) - if original_system_message - else None + get_content_from_message(original_system_message) if original_system_message else None ) - while ( - len(tool_calls) > 0 - and tool_call_retries < CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES - ): - + while len(tool_calls) > 0 and tool_call_retries < CHAT_RESPONSE_MAX_TOOL_CALL_RETRIES: tool_call_retries += 1 response_tool_calls = tool_calls.pop(0) # Append function_call items for each tool call + # (Responses API already has them from streaming, so skip duplicates) + existing_call_ids = {item.get('call_id') for item in output if item.get('type') == 'function_call'} for tc in response_tool_calls: - call_id = tc.get("id", "") - func = tc.get("function", {}) - output.append( - { - "type": "function_call", - "id": call_id or output_id("fc"), - "call_id": call_id, - "name": func.get("name", ""), - "arguments": func.get("arguments", "{}"), - "status": "in_progress", - } - ) + call_id = tc.get('id', '') + if call_id not in existing_call_ids: + func = tc.get('function', {}) + output.append( + { + 'type': 'function_call', + 'id': call_id or output_id('fc'), + 'call_id': call_id, + 'name': func.get('name', ''), + 'arguments': func.get('arguments', '{}'), + 'status': 'in_progress', + } + ) await event_emitter( { - "type": "chat:completion", - "data": { - "content": serialize_output(output), - "output": output, + 'type': 'chat:completion', + 'data': { + 'content': serialize_output(full_output()), + 'output': full_output(), }, } ) - tools = metadata.get("tools", {}) + tools = metadata.get('tools', {}) results = [] for tool_call in response_tool_calls: - tool_call_id = tool_call.get("id", "") - tool_function_name = tool_call.get("function", {}).get( - "name", "" - ) - tool_args = tool_call.get("function", {}).get("arguments", "{}") + tool_call_id = tool_call.get('id', '') + tool_function_name = tool_call.get('function', {}).get('name', '') + tool_args = tool_call.get('function', {}).get('arguments', '{}') tool_function_params = {} if tool_args and tool_args.strip(): @@ -4280,24 +4138,18 @@ async def streaming_chat_response_handler(response, ctx): try: tool_function_params = json.loads(tool_args) except Exception as e: - log.error( - f"Error parsing tool call arguments: {tool_args}" - ) + log.error(f'Error parsing tool call arguments: {tool_args}') results.append( { - "tool_call_id": tool_call_id, - "content": f"Error: Tool call arguments could not be parsed. The model generated malformed or incomplete JSON for `{tool_function_name}`. Please try again.", + 'tool_call_id': tool_call_id, + 'content': f'Error: Tool call arguments could not be parsed. The model generated malformed or incomplete JSON for `{tool_function_name}`. Please try again.', } ) continue # Ensure arguments are valid JSON for downstream LLM integrations - log.debug( - f"Parsed args from {tool_args} to {tool_function_params}" - ) - tool_call.setdefault("function", {})["arguments"] = json.dumps( - tool_function_params - ) + log.debug(f'Parsed args from {tool_args} to {tool_function_params}') + tool_call.setdefault('function', {})['arguments'] = json.dumps(tool_function_params) tool_result = None tool = None @@ -4306,68 +4158,54 @@ async def streaming_chat_response_handler(response, ctx): if tool_function_name in tools: tool = tools[tool_function_name] - spec = tool.get("spec", {}) + spec = tool.get('spec', {}) - tool_type = tool.get("type", "") - direct_tool = tool.get("direct", False) + tool_type = tool.get('type', '') + direct_tool = tool.get('direct', False) try: - allowed_params = ( - spec.get("parameters", {}) - .get("properties", {}) - .keys() - ) + allowed_params = spec.get('parameters', {}).get('properties', {}).keys() tool_function_params = { - k: v - for k, v in tool_function_params.items() - if k in allowed_params + k: v for k, v in tool_function_params.items() if k in allowed_params } if direct_tool: tool_result = await event_caller( { - "type": "execute:tool", - "data": { - "id": str(uuid4()), - "name": tool_function_name, - "params": tool_function_params, - "server": tool.get("server", {}), - "session_id": metadata.get( - "session_id", None - ), + 'type': 'execute:tool', + 'data': { + 'id': str(uuid4()), + 'name': tool_function_name, + 'params': tool_function_params, + 'server': tool.get('server', {}), + 'session_id': metadata.get('session_id', None), }, } ) else: - tool_function = get_updated_tool_function( - function=tool["callable"], + tool_function = await get_updated_tool_function( + function=tool['callable'], extra_params={ - "__messages__": form_data.get( - "messages", [] - ), - "__files__": metadata.get("files", []), + '__messages__': form_data.get('messages', []), + '__files__': metadata.get('files', []), }, ) - tool_result = await tool_function( - **tool_function_params - ) + tool_result = await tool_function(**tool_function_params) except Exception as e: tool_result = str(e) - tool_result, tool_result_files, tool_result_embeds = ( - process_tool_result( - request, - tool_function_name, - tool_result, - tool_type, - direct_tool, - metadata, - user, - ) + tool_result, tool_result_files, tool_result_embeds = await process_tool_result( + request, + tool_function_name, + tool_result, + tool_type, + direct_tool, + metadata, + user, ) await terminal_event_handler( @@ -4382,10 +4220,11 @@ async def streaming_chat_response_handler(response, ctx): citations_enabled and tool_function_name in [ - "search_web", - "fetch_url", - "view_knowledge_file", - "query_knowledge_files", + 'search_web', + 'fetch_url', + 'view_file', + 'view_knowledge_file', + 'query_knowledge_files', ] and tool_result ): @@ -4394,86 +4233,73 @@ async def streaming_chat_response_handler(response, ctx): tool_name=tool_function_name, tool_params=tool_function_params, tool_result=tool_result, - tool_id=tool.get("tool_id", "") if tool else "", + tool_id=tool.get('tool_id', '') if tool else '', ) tool_call_sources.extend(citation_sources) except Exception as e: - log.exception(f"Error extracting citation source: {e}") + log.exception(f'Error extracting citation source: {e}') results.append( { - "tool_call_id": tool_call_id, - "content": str(tool_result) if tool_result else "", - **( - {"files": tool_result_files} - if tool_result_files - else {} - ), - **( - {"embeds": tool_result_embeds} - if tool_result_embeds - else {} - ), + 'tool_call_id': tool_call_id, + 'content': str(tool_result) if tool_result else '', + **({'files': tool_result_files} if tool_result_files else {}), + **({'embeds': tool_result_embeds} if tool_result_embeds else {}), } ) # Update function_call statuses and append function_call_output items for tc in response_tool_calls: - call_id = tc.get("id", "") + call_id = tc.get('id', '') # Mark function_call as completed for item in output: - if ( - item.get("type") == "function_call" - and item.get("call_id") == call_id - ): - item["status"] = "completed" + if item.get('type') == 'function_call' and item.get('call_id') == call_id: + item['status'] = 'completed' # Update arguments with parsed/sanitized version - item["arguments"] = tc.get("function", {}).get( - "arguments", "{}" - ) + item['arguments'] = tc.get('function', {}).get('arguments', '{}') break for result in results: + output_parts = [{'type': 'input_text', 'text': result.get('content', '')}] + + # Separate image data URIs (for LLM via input_image) from + # other files (for frontend display via files attribute). + display_files = [] + for file_item in result.get('files', []): + if file_item.get('type') == 'image' and file_item.get('url', '').startswith('data:'): + # LLM-only: add as input_image part (invisible to serialize_output) + output_parts.append({'type': 'input_image', 'image_url': file_item['url']}) + else: + # Frontend display (MCP images, audio, etc.) + display_files.append(file_item) + output.append( { - "type": "function_call_output", - "id": output_id("fco"), - "call_id": result.get("tool_call_id", ""), - "output": [ - { - "type": "input_text", - "text": result.get("content", ""), - } - ], - "status": "completed", - **( - {"files": result.get("files")} - if result.get("files") - else {} - ), - **( - {"embeds": result.get("embeds")} - if result.get("embeds") - else {} - ), + 'type': 'function_call_output', + 'id': output_id('fco'), + 'call_id': result.get('tool_call_id', ''), + 'output': output_parts, + 'status': 'completed', + **({'files': display_files} if display_files else {}), + **({'embeds': result.get('embeds')} if result.get('embeds') else {}), } ) # Append a new empty message item for the next response output.append( { - "type": "message", - "id": output_id("msg"), - "status": "in_progress", - "role": "assistant", - "content": [{"type": "output_text", "text": ""}], + 'type': 'message', + 'id': output_id('msg'), + 'status': 'in_progress', + 'role': 'assistant', + 'content': [{'type': 'output_text', 'text': ''}], } ) # Emit citation sources to the frontend for display if citations_enabled: for source in tool_call_sources: - await event_emitter({"type": "source", "data": source}) + await event_emitter({'type': 'source', 'data': source}) # Apply tool source context to messages for the model. # Restoring to pre-RAG original prevents duplicating @@ -4482,23 +4308,21 @@ async def streaming_chat_response_handler(response, ctx): if all_tool_call_sources and user_message: # Restore pre-RAG message state before re-applying # to prevent RAG template duplication. - original_user_message = ( - metadata.get("user_prompt") or user_message - ) + original_user_message = metadata.get('user_prompt') or user_message set_last_user_message_content( original_user_message, - form_data["messages"], + form_data['messages'], ) replace_system_message_content( - original_system_content or "", - form_data["messages"], + original_system_content or '', + form_data['messages'], ) # Build context: file sources with content, # tool sources as citation markers only. source_ids = {} source_context = get_source_context( - metadata.get("sources", []), source_ids + metadata.get('sources', []), source_ids ) + get_source_context( all_tool_call_sources, source_ids, @@ -4512,27 +4336,36 @@ async def streaming_chat_response_handler(response, ctx): user_message, ) if RAG_SYSTEM_CONTEXT: - form_data["messages"] = ( - add_or_update_system_message( - rag_content, - form_data["messages"], - append=True, - ) + form_data['messages'] = add_or_update_system_message( + rag_content, + form_data['messages'], + append=True, ) else: - form_data["messages"] = add_or_update_user_message( + form_data['messages'] = add_or_update_user_message( rag_content, - form_data["messages"], + form_data['messages'], append=False, ) tool_call_sources.clear() + # Strip input_image parts (large base64 data URIs) from the + # output sent to the frontend — they're only for LLM consumption + # via convert_output_to_messages. + frontend_output = [] + for item in output: + if item.get('type') == 'function_call_output': + parts = item.get('output', []) + if any(p.get('type') == 'input_image' for p in parts): + item = {**item, 'output': [p for p in parts if p.get('type') != 'input_image']} + frontend_output.append(item) + await event_emitter( { - "type": "chat:completion", - "data": { - "content": serialize_output(output), - "output": output, + 'type': 'chat:completion', + 'data': { + 'content': serialize_output(output), + 'output': frontend_output, }, } ) @@ -4540,14 +4373,51 @@ async def streaming_chat_response_handler(response, ctx): try: new_form_data = { **form_data, - "model": model_id, - "stream": True, - "messages": [ - *form_data["messages"], - *convert_output_to_messages(output, raw=True), - ], + 'model': model_id, + 'stream': True, } + if ENABLE_RESPONSES_API_STATEFUL and last_response_id: + system_message = get_system_message(form_data['messages']) + new_form_data['messages'] = ( + [system_message] if system_message else [] + ) + convert_output_to_messages(output, raw=True) + new_form_data['previous_response_id'] = last_response_id + else: + tool_messages = convert_output_to_messages(output, raw=True) + + # Chat Completions providers don't support multimodal + # tool messages. Extract images into a user message. + image_urls = [] + for message in tool_messages: + if message.get('role') == 'tool' and isinstance(message.get('content'), list): + text_parts = [] + for part in message['content']: + if part.get('type') == 'input_text': + text_parts.append(part.get('text', '')) + elif part.get('type') == 'input_image': + image_urls.append(part.get('image_url', '')) + message['content'] = ''.join(text_parts) + + new_form_data['messages'] = [ + *form_data['messages'], + *tool_messages, + ] + + if image_urls: + new_form_data['messages'].append( + { + 'role': 'user', + 'content': [ + { + 'type': 'text', + 'text': 'Here are the images from the tool results above. Please analyze them.', + }, + *[{'type': 'image_url', 'image_url': {'url': url}} for url in image_urls], + ], + } + ) + res = await generate_chat_completion( request, new_form_data, @@ -4556,7 +4426,28 @@ async def streaming_chat_response_handler(response, ctx): ) if isinstance(res, StreamingResponse): + # Save accumulated output and start fresh. + # Responses API output_index values are relative + # to the current response — a clean output list + # keeps indices aligned. The display prefix + # ensures the UI shows tool history during + # streaming. + prior_output = list(output) + # Trim the trailing empty placeholder message + # so it doesn't persist as a ghost item once + # the new stream produces real content. + if ( + prior_output + and prior_output[-1].get('type') == 'message' + and prior_output[-1].get('status') == 'in_progress' + ): + msg_parts = prior_output[-1].get('content', []) + if not msg_parts or (len(msg_parts) == 1 and not msg_parts[0].get('text', '').strip()): + prior_output.pop() + output = [] await stream_body_handler(res, new_form_data) + output[:0] = prior_output + prior_output = [] else: break except Exception as e: @@ -4567,41 +4458,37 @@ async def streaming_chat_response_handler(response, ctx): MAX_RETRIES = 5 retries = 0 - while ( - output - and output[-1].get("type") == "open_webui:code_interpreter" - and retries < MAX_RETRIES - ): - + while output and output[-1].get('type') == 'open_webui:code_interpreter' and retries < MAX_RETRIES: await event_emitter( { - "type": "chat:completion", - "data": { - "content": serialize_output(output), - "output": output, + 'type': 'chat:completion', + 'data': { + 'content': serialize_output(output), + 'output': output, }, } ) retries += 1 - log.debug(f"Attempt count: {retries}") + log.debug(f'Attempt count: {retries}') ci_item = output[-1] - ci_output = "" + ci_output = '' try: - if ci_item.get("attributes", {}).get("type") == "code": - code = ci_item.get("code", "") + if ci_item.get('attributes', {}).get('type') == 'code': + code = ci_item.get('code', '') # Sanitize code (strips ANSI codes and markdown fences) code = sanitize_code(code) if CODE_INTERPRETER_BLOCKED_MODULES: - blocking_code = textwrap.dedent(f""" + blocking_code = textwrap.dedent( + f""" import builtins BLOCKED_MODULES = {CODE_INTERPRETER_BLOCKED_MODULES} _real_import = builtins.__import__ - def restricted_import(name, globals=None, locals=None, fromlist=(), level=0): + async def restricted_import(name, globals=None, locals=None, fromlist=(), level=0): if name.split('.')[0] in BLOCKED_MODULES: importer_name = globals.get('__name__') if globals else None if importer_name == '__main__': @@ -4611,113 +4498,97 @@ async def streaming_chat_response_handler(response, ctx): return _real_import(name, globals, locals, fromlist, level) builtins.__import__ = restricted_import - """) - code = blocking_code + "\n" + code + """ + ) + code = blocking_code + '\n' + code - if ( - request.app.state.config.CODE_INTERPRETER_ENGINE - == "pyodide" - ): + if request.app.state.config.CODE_INTERPRETER_ENGINE == 'pyodide': ci_output = await event_caller( { - "type": "execute:python", - "data": { - "id": str(uuid4()), - "code": code, - "session_id": metadata.get( - "session_id", None - ), - "files": metadata.get("files", []), + 'type': 'execute:python', + 'data': { + 'id': str(uuid4()), + 'code': code, + 'session_id': metadata.get('session_id', None), + 'files': metadata.get('files', []), }, } ) - elif ( - request.app.state.config.CODE_INTERPRETER_ENGINE - == "jupyter" - ): + elif request.app.state.config.CODE_INTERPRETER_ENGINE == 'jupyter': ci_output = await execute_code_jupyter( request.app.state.config.CODE_INTERPRETER_JUPYTER_URL, code, ( request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN - if request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH - == "token" + if request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH == 'token' else None ), ( request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD - if request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH - == "password" + if request.app.state.config.CODE_INTERPRETER_JUPYTER_AUTH == 'password' else None ), request.app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT, ) else: - ci_output = { - "stdout": "Code interpreter engine not configured." - } + ci_output = {'stdout': 'Code interpreter engine not configured.'} - log.debug(f"Code interpreter output: {ci_output}") + log.debug(f'Code interpreter output: {ci_output}') if isinstance(ci_output, dict): - stdout = ci_output.get("stdout", "") + stdout = ci_output.get('stdout', '') if isinstance(stdout, str): - stdoutLines = stdout.split("\n") + stdoutLines = stdout.split('\n') for idx, line in enumerate(stdoutLines): - - if "data:image/png;base64" in line: - image_url = get_image_url_from_base64( + if re.match(r'data:image/\w+;base64', line): + image_url = await get_image_url_from_base64( request, line, metadata, user, ) if image_url: - stdoutLines[idx] = ( - f"![Output Image]({image_url})" - ) + stdoutLines[idx] = f'![Output Image]({image_url})' - ci_output["stdout"] = "\n".join(stdoutLines) + ci_output['stdout'] = '\n'.join(stdoutLines) - result = ci_output.get("result", "") + result = ci_output.get('result', '') if isinstance(result, str): - resultLines = result.split("\n") + resultLines = result.split('\n') for idx, line in enumerate(resultLines): - if "data:image/png;base64" in line: - image_url = get_image_url_from_base64( + if re.match(r'data:image/\w+;base64', line): + image_url = await get_image_url_from_base64( request, line, metadata, user, ) - resultLines[idx] = ( - f"![Output Image]({image_url})" - ) - ci_output["result"] = "\n".join(resultLines) + resultLines[idx] = f'![Output Image]({image_url})' + ci_output['result'] = '\n'.join(resultLines) except Exception as e: ci_output = str(e) - ci_item["output"] = ci_output - ci_item["status"] = "completed" + ci_item['output'] = ci_output + ci_item['status'] = 'completed' output.append( { - "type": "message", - "id": output_id("msg"), - "status": "in_progress", - "role": "assistant", - "content": [{"type": "output_text", "text": ""}], + 'type': 'message', + 'id': output_id('msg'), + 'status': 'in_progress', + 'role': 'assistant', + 'content': [{'type': 'output_text', 'text': ''}], } ) await event_emitter( { - "type": "chat:completion", - "data": { - "content": serialize_output(output), - "output": output, + 'type': 'chat:completion', + 'data': { + 'content': serialize_output(output), + 'output': output, }, } ) @@ -4725,10 +4596,10 @@ async def streaming_chat_response_handler(response, ctx): try: new_form_data = { **form_data, - "model": model_id, - "stream": True, - "messages": [ - *form_data["messages"], + 'model': model_id, + 'stream': True, + 'messages': [ + *form_data['messages'], *convert_output_to_messages(output, raw=True), ], } @@ -4750,73 +4621,88 @@ async def streaming_chat_response_handler(response, ctx): # Mark all in-progress items as completed for item in output: - if item.get("status") == "in_progress": - item["status"] = "completed" + if item.get('status') == 'in_progress': + item['status'] = 'completed' - title = Chats.get_chat_title_by_id(metadata["chat_id"]) + title = await Chats.get_chat_title_by_id(metadata['chat_id']) data = { - "done": True, - "content": serialize_output(output), - "output": output, - "title": title, + 'done': True, + 'content': serialize_output(output), + 'output': output, + 'title': title, + **({'usage': usage} if usage else {}), } if not ENABLE_REALTIME_CHAT_SAVE: # Save message in the database - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "content": serialize_output(output), - "output": output, - **({"usage": usage} if usage else {}), + 'done': True, + 'content': serialize_output(output), + 'output': output, + **({'usage': usage} if usage else {}), }, ) elif usage: - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], - {"usage": usage}, + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], + {'done': True, 'usage': usage}, + ) + else: + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], + {'done': True}, ) # Send a webhook notification if the user is not active - if not Users.is_user_active(user.id): - webhook_url = Users.get_user_webhook_url_by_id(user.id) + if request.app.state.config.ENABLE_USER_WEBHOOKS and not await Users.is_user_active(user.id): + webhook_url = await Users.get_user_webhook_url_by_id(user.id) if webhook_url: await post_webhook( request.app.state.WEBUI_NAME, webhook_url, - f"{title} - {request.app.state.config.WEBUI_URL}/c/{metadata['chat_id']}\n\n{content}", + f'{title} - {request.app.state.config.WEBUI_URL}/c/{metadata["chat_id"]}\n\n{content}', { - "action": "chat", - "message": content, - "title": title, - "url": f"{request.app.state.config.WEBUI_URL}/c/{metadata['chat_id']}", + 'action': 'chat', + 'message': content, + 'title': title, + 'url': f'{request.app.state.config.WEBUI_URL}/c/{metadata["chat_id"]}', }, ) await event_emitter( { - "type": "chat:completion", - "data": data, + 'type': 'chat:completion', + 'data': data, } ) await background_tasks_handler(ctx) except asyncio.CancelledError: - log.warning("Task was cancelled!") - await event_emitter({"type": "chat:tasks:cancel"}) + log.warning('Task was cancelled!') + await event_emitter({'type': 'chat:tasks:cancel'}) if not ENABLE_REALTIME_CHAT_SAVE: # Save message in the database - Chats.upsert_message_to_chat_by_id_and_message_id( - metadata["chat_id"], - metadata["message_id"], + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], { - "content": serialize_output(output), - "output": output, + 'done': True, + 'content': serialize_output(output), + 'output': output, }, ) + else: + await Chats.upsert_message_to_chat_by_id_and_message_id( + metadata['chat_id'], + metadata['message_id'], + {'done': True}, + ) if response.background is not None: await response.background() @@ -4827,13 +4713,13 @@ async def streaming_chat_response_handler(response, ctx): # Fallback to the original response async def stream_wrapper(original_generator, events): def wrap_item(item): - return f"data: {item}\n\n" + return f'data: {item}\n\n' for event in events: event, _ = await process_filter_functions( request=request, filter_functions=filter_functions, - filter_type="stream", + filter_type='stream', form_data=event, extra_params=extra_params, ) @@ -4845,7 +4731,7 @@ async def streaming_chat_response_handler(response, ctx): data, _ = await process_filter_functions( request=request, filter_functions=filter_functions, - filter_type="stream", + filter_type='stream', form_data=data, extra_params=extra_params, ) @@ -4867,8 +4753,8 @@ async def process_chat_response(response, ctx): # Non standard response if not any( - content_type in response.headers["Content-Type"] - for content_type in ["text/event-stream", "application/x-ndjson"] + content_type in response.headers['Content-Type'] + for content_type in ['text/event-stream', 'application/x-ndjson'] ): return response diff --git a/backend/open_webui/utils/misc.py b/backend/open_webui/utils/misc.py index 35e19d70ce..787ef4d6e8 100644 --- a/backend/open_webui/utils/misc.py +++ b/backend/open_webui/utils/misc.py @@ -33,7 +33,7 @@ def get_allow_block_lists(filter_list): if filter_list: for d in filter_list: - if d.startswith("!"): + if d.startswith('!'): # Domains starting with "!" → blocked block_list.append(d[1:].strip()) else: @@ -43,9 +43,7 @@ def get_allow_block_lists(filter_list): return allow_list, block_list -def is_string_allowed( - string: Union[str, Sequence[str]], filter_list: Optional[list[str]] = None -) -> bool: +def is_string_allowed(string: Union[str, Sequence[str]], filter_list: Optional[list[str]] = None) -> bool: """ Checks if a string is allowed based on the provided filter list. :param string: The string or sequence of strings to check (e.g., domain or hostname). @@ -94,7 +92,7 @@ def get_message_list(messages_map, message_id): visited_message_ids = set() while current_message: - message_id = current_message.get("id") + message_id = current_message.get('id') if message_id in visited_message_ids: # Cycle detected, break to prevent infinite loop break @@ -103,7 +101,7 @@ def get_message_list(messages_map, message_id): visited_message_ids.add(message_id) message_list.append(current_message) - parent_id = current_message.get("parentId") # Use .get() for safety + parent_id = current_message.get('parentId') # Use .get() for safety current_message = messages_map.get(parent_id) if parent_id else None message_list.reverse() @@ -111,28 +109,23 @@ def get_message_list(messages_map, message_id): def get_messages_content(messages: list[dict]) -> str: - return "\n".join( - [ - f"{message['role'].upper()}: {get_content_from_message(message)}" - for message in messages - ] - ) + return '\n'.join([f'{message["role"].upper()}: {get_content_from_message(message)}' for message in messages]) def get_last_user_message_item(messages: list[dict]) -> Optional[dict]: for message in reversed(messages): - if message["role"] == "user": + if message['role'] == 'user': return message return None def get_content_from_message(message: dict) -> Optional[str]: - if isinstance(message.get("content"), list): - for item in message["content"]: - if item["type"] == "text": - return item["text"] + if isinstance(message.get('content'), list): + for item in message['content']: + if item['type'] == 'text': + return item['text'] else: - return message.get("content") + return message.get('content') return None @@ -161,111 +154,119 @@ def convert_output_to_messages(output: list, raw: bool = False) -> list[dict]: if pending_content or pending_tool_calls: messages.append( { - "role": "assistant", - "content": "\n".join(pending_content) if pending_content else "", - **( - {"tool_calls": pending_tool_calls} if pending_tool_calls else {} - ), + 'role': 'assistant', + 'content': '\n'.join(pending_content) if pending_content else '', + **({'tool_calls': pending_tool_calls} if pending_tool_calls else {}), } ) pending_content = [] pending_tool_calls = [] for item in output: - item_type = item.get("type", "") + item_type = item.get('type', '') - if item_type == "message": + if item_type == 'message': # Extract text from output_text content parts - content_parts = item.get("content", []) - text = "" + content_parts = item.get('content', []) + text = '' for part in content_parts: - if part.get("type") == "output_text": - text += part.get("text", "") + if part.get('type') == 'output_text': + text += part.get('text', '') if text: pending_content.append(text) - elif item_type == "function_call": + elif item_type == 'function_call': # Collect tool calls to batch into assistant message - arguments = item.get("arguments", "{}") + arguments = item.get('arguments', '{}') # Ensure arguments is always a JSON string if not isinstance(arguments, str): arguments = json.dumps(arguments) pending_tool_calls.append( { - "id": item.get("call_id", ""), - "type": "function", - "function": { - "name": item.get("name", ""), - "arguments": arguments, + 'id': item.get('call_id', ''), + 'type': 'function', + 'function': { + 'name': item.get('name', ''), + 'arguments': arguments, }, } ) - elif item_type == "function_call_output": + elif item_type == 'function_call_output': # Flush any pending content/tool_calls before adding tool result flush_pending() - # Extract text from output content parts - output_parts = item.get("output", []) - content = "" + # Extract text and images from output content parts + output_parts = item.get('output', []) + content = '' + image_urls = [] for part in output_parts: - if part.get("type") == "input_text": - output_text = part.get("text", "") - content += ( - str(output_text) - if not isinstance(output_text, str) - else output_text - ) + if part.get('type') == 'input_text': + output_text = part.get('text', '') + content += str(output_text) if not isinstance(output_text, str) else output_text + elif part.get('type') == 'input_image': + url = part.get('image_url', '') + if url: + image_urls.append(url) - messages.append( - { - "role": "tool", - "tool_call_id": item.get("call_id", ""), - "content": content, - } - ) + if image_urls: + # Multimodal tool content with image(s) + messages.append( + { + 'role': 'tool', + 'tool_call_id': item.get('call_id', ''), + 'content': [ + {'type': 'input_text', 'text': content}, + *[{'type': 'input_image', 'image_url': url} for url in image_urls], + ], + } + ) + else: + messages.append( + { + 'role': 'tool', + 'tool_call_id': item.get('call_id', ''), + 'content': content, + } + ) - elif item_type == "reasoning": + elif item_type == 'reasoning': if raw: # Include reasoning with original tags for LLM re-processing - reasoning_text = "" - source_list = item.get("summary", []) or item.get("content", []) + reasoning_text = '' + source_list = item.get('summary', []) or item.get('content', []) for part in source_list: - if part.get("type") == "output_text": - reasoning_text += part.get("text", "") - elif "text" in part: - reasoning_text += part.get("text", "") + if part.get('type') == 'output_text': + reasoning_text += part.get('text', '') + elif 'text' in part: + reasoning_text += part.get('text', '') if reasoning_text: - start_tag = item.get("start_tag", "") - end_tag = item.get("end_tag", "") - pending_content.append(f"{start_tag}{reasoning_text}{end_tag}") + start_tag = item.get('start_tag', '') + end_tag = item.get('end_tag', '') + pending_content.append(f'{start_tag}{reasoning_text}{end_tag}') # else: skip reasoning blocks for normal LLM messages - elif item_type == "open_webui:code_interpreter": + elif item_type == 'open_webui:code_interpreter': # Always include code interpreter content so the LLM knows # the code was already executed and doesn't retry. - code = item.get("code", "") - code_output = item.get("output", "") + code = item.get('code', '') + code_output = item.get('output', '') if code: - pending_content.append( - f"\n{code}\n" - ) + pending_content.append(f'\n{code}\n') if code_output: if isinstance(code_output, dict): - stdout = code_output.get("stdout", "") - result = code_output.get("result", "") + stdout = code_output.get('stdout', '') + result = code_output.get('result', '') output_text = stdout or result else: output_text = str(code_output) if output_text: - pending_content.append( - f"\n{output_text}\n" - ) + pending_content.append(f'\n{output_text}\n') - elif item_type.startswith("open_webui:"): + elif item_type.startswith('open_webui:'): # Skip other extension types pass @@ -288,74 +289,99 @@ def set_last_user_message_content(content: str, messages: list[dict]) -> list[di Handles both plain-string and list-of-parts content formats. """ for message in reversed(messages): - if message.get("role") == "user": - if isinstance(message.get("content"), list): - for item in message["content"]: - if item.get("type") == "text": - item["text"] = content + if message.get('role') == 'user': + if isinstance(message.get('content'), list): + for item in message['content']: + if item.get('type') == 'text': + item['text'] = content break else: - message["content"] = content + message['content'] = content break return messages def get_last_assistant_message_item(messages: list[dict]) -> Optional[dict]: for message in reversed(messages): - if message["role"] == "assistant": + if message['role'] == 'assistant': return message return None def get_last_assistant_message(messages: list[dict]) -> Optional[str]: for message in reversed(messages): - if message["role"] == "assistant": + if message['role'] == 'assistant': return get_content_from_message(message) return None def get_system_message(messages: list[dict]) -> Optional[dict]: for message in messages: - if message["role"] == "system": + if message['role'] == 'system': return message return None def remove_system_message(messages: list[dict]) -> list[dict]: - return [message for message in messages if message["role"] != "system"] + return [message for message in messages if message['role'] != 'system'] def pop_system_message(messages: list[dict]) -> tuple[Optional[dict], list[dict]]: return get_system_message(messages), remove_system_message(messages) +def merge_system_messages(messages: list[dict]) -> list[dict]: + """ + Merge all system messages into one at position 0. + + Some chat templates (e.g. Qwen) require exactly one system + message at the start. Multiple pipeline stages may each + insert their own system message; this function consolidates + them. + """ + system_contents: list[str] = [] + other_messages: list[dict] = [] + + for message in messages: + if message.get('role') == 'system': + content = get_content_from_message(message) + if content: + system_contents.append(content) + else: + other_messages.append(message) + + if not system_contents: + return other_messages + + merged = {'role': 'system', 'content': '\n'.join(system_contents)} + return [merged, *other_messages] + + def update_message_content(message: dict, content: str, append: bool = True) -> dict: - if isinstance(message["content"], list): - for item in message["content"]: - if item["type"] == "text": + if isinstance(message['content'], list): + for item in message['content']: + if item['type'] == 'text': if append: - item["text"] = f"{item['text']}\n{content}" + item['text'] = f'{item["text"]}\n{content}' else: - item["text"] = f"{content}\n{item['text']}" + item['text'] = f'{content}\n{item["text"]}' else: if append: - message["content"] = f"{message['content']}\n{content}" + message['content'] = f'{message["content"]}\n{content}' else: - message["content"] = f"{content}\n{message['content']}" + message['content'] = f'{content}\n{message["content"]}' return message def replace_system_message_content(content: str, messages: list[dict]) -> dict: for message in messages: - if message["role"] == "system": - message["content"] = content + if message['role'] == 'system': + message['content'] = content break return messages -def add_or_update_system_message( - content: str, messages: list[dict], append: bool = False -): +def add_or_update_system_message(content: str, messages: list[dict], append: bool = False): """ Adds a new system message at the beginning of the messages list or updates the existing system message at the beginning. @@ -365,11 +391,11 @@ def add_or_update_system_message( :return: The updated list of message dictionaries. """ - if messages and messages[0].get("role") == "system": + if messages and messages[0].get('role') == 'system': messages[0] = update_message_content(messages[0], content, append) else: # Insert at the beginning - messages.insert(0, {"role": "system", "content": content}) + messages.insert(0, {'role': 'system', 'content': content}) return messages @@ -384,20 +410,18 @@ def add_or_update_user_message(content: str, messages: list[dict], append: bool :return: The updated list of message dictionaries. """ - if messages and messages[-1].get("role") == "user": + if messages and messages[-1].get('role') == 'user': messages[-1] = update_message_content(messages[-1], content, append) else: # Insert at the end - messages.append({"role": "user", "content": content}) + messages.append({'role': 'user', 'content': content}) return messages -def prepend_to_first_user_message_content( - content: str, messages: list[dict] -) -> list[dict]: +def prepend_to_first_user_message_content(content: str, messages: list[dict]) -> list[dict]: for message in messages: - if message["role"] == "user": + if message['role'] == 'user': message = update_message_content(message, content, append=False) break return messages @@ -413,21 +437,42 @@ def append_or_update_assistant_message(content: str, messages: list[dict]): :return: The updated list of message dictionaries. """ - if messages and messages[-1].get("role") == "assistant": - messages[-1]["content"] = f"{messages[-1]['content']}\n{content}" + if messages and messages[-1].get('role') == 'assistant': + messages[-1]['content'] = f'{messages[-1]["content"]}\n{content}' else: # Insert at the end - messages.append({"role": "assistant", "content": content}) + messages.append({'role': 'assistant', 'content': content}) return messages +def strip_empty_content_blocks(messages: list[dict]) -> list[dict]: + """ + Remove empty text content blocks from multimodal message content arrays. + + Providers like Gemini and Claude reject messages where a text block has + an empty string. This can happen when a user sends only file/image + attachments without typing any text. + """ + for message in messages: + content = message.get('content') + if isinstance(content, list): + cleaned = [ + block + for block in content + if not (isinstance(block, dict) and block.get('type') == 'text' and not block.get('text', '').strip()) + ] + if cleaned: + message['content'] = cleaned + return messages + + def openai_chat_message_template(model: str): return { - "id": f"{model}-{str(uuid.uuid4())}", - "created": int(time.time()), - "model": model, - "choices": [{"index": 0, "logprobs": None, "finish_reason": None}], + 'id': f'{model}-{str(uuid.uuid4())}', + 'created': int(time.time()), + 'model': model, + 'choices': [{'index': 0, 'logprobs': None, 'finish_reason': None}], } @@ -439,25 +484,25 @@ def openai_chat_chunk_message_template( usage: Optional[dict] = None, ) -> dict: template = openai_chat_message_template(model) - template["object"] = "chat.completion.chunk" + template['object'] = 'chat.completion.chunk' - template["choices"][0]["index"] = 0 - template["choices"][0]["delta"] = {} + template['choices'][0]['index'] = 0 + template['choices'][0]['delta'] = {} if content: - template["choices"][0]["delta"]["content"] = content + template['choices'][0]['delta']['content'] = content if reasoning_content: - template["choices"][0]["delta"]["reasoning_content"] = reasoning_content + template['choices'][0]['delta']['reasoning_content'] = reasoning_content if tool_calls: - template["choices"][0]["delta"]["tool_calls"] = tool_calls + template['choices'][0]['delta']['tool_calls'] = tool_calls if not content and not reasoning_content and not tool_calls: - template["choices"][0]["finish_reason"] = "stop" + template['choices'][0]['finish_reason'] = 'stop' if usage: - template["usage"] = usage + template['usage'] = usage return template @@ -469,19 +514,19 @@ def openai_chat_completion_message_template( usage: Optional[dict] = None, ) -> dict: template = openai_chat_message_template(model) - template["object"] = "chat.completion" + template['object'] = 'chat.completion' if message is not None: - template["choices"][0]["message"] = { - "role": "assistant", - "content": message, - **({"reasoning_content": reasoning_content} if reasoning_content else {}), - **({"tool_calls": tool_calls} if tool_calls else {}), + template['choices'][0]['message'] = { + 'role': 'assistant', + 'content': message, + **({'reasoning_content': reasoning_content} if reasoning_content else {}), + **({'tool_calls': tool_calls} if tool_calls else {}), } - template["choices"][0]["finish_reason"] = "tool_calls" if tool_calls else "stop" + template['choices'][0]['finish_reason'] = 'tool_calls' if tool_calls else 'stop' if usage: - template["usage"] = usage + template['usage'] = usage return template @@ -496,13 +541,17 @@ def get_gravatar_url(email): hash_hex = hash_object.hexdigest() # Grab the actual image URL - return f"https://www.gravatar.com/avatar/{hash_hex}?d=mp" + return f'https://www.gravatar.com/avatar/{hash_hex}?d=mp' +# Give us each day the data we require, and forgive us our +# technical debts as we forgive those who commit upstream. +# Lead the bits not into corruption but deliver them from +# entropy, for the checksum and the glory are forever. def calculate_sha256(file_path, chunk_size): # Compute SHA-256 hash of a file efficiently in chunks sha256 = hashlib.sha256() - with open(file_path, "rb") as f: + with open(file_path, 'rb') as f: while chunk := f.read(chunk_size): sha256.update(chunk) return sha256.hexdigest() @@ -512,17 +561,17 @@ def calculate_sha256_string(string): # Create a new SHA-256 hash object sha256_hash = hashlib.sha256() # Update the hash object with the bytes of the input string - sha256_hash.update(string.encode("utf-8")) + sha256_hash.update(string.encode('utf-8')) # Get the hexadecimal representation of the hash hashed_string = sha256_hash.hexdigest() return hashed_string def validate_email_format(email: str) -> bool: - if email.endswith("@localhost"): + if email.endswith('@localhost'): return True - return bool(re.match(r"[^@]+@[^@]+\.[^@]+", email)) + return bool(re.match(r'[^@]+@[^@]+\.[^@]+', email)) def sanitize_filename(file_name): @@ -530,10 +579,10 @@ def sanitize_filename(file_name): lower_case_file_name = file_name.lower() # Remove special characters using regular expression - sanitized_file_name = re.sub(r"[^\w\s]", "", lower_case_file_name) + sanitized_file_name = re.sub(r'[^\w\s]', '', lower_case_file_name) # Replace spaces with dashes - final_file_name = re.sub(r"\s+", "-", sanitized_file_name) + final_file_name = re.sub(r'\s+', '-', sanitized_file_name) return final_file_name @@ -543,13 +592,11 @@ def sanitize_text_for_db(text: str) -> str: if not isinstance(text, str): return text # Remove null bytes - text = text.replace("\x00", "").replace("\u0000", "") + text = text.replace('\x00', '').replace('\u0000', '') # Remove invalid UTF-8 surrogate characters that can cause encoding errors # This handles cases where binary data or encoding issues introduced surrogates try: - text = text.encode("utf-8", errors="surrogatepass").decode( - "utf-8", errors="ignore" - ) + text = text.encode('utf-8', errors='surrogatepass').decode('utf-8', errors='ignore') except (UnicodeEncodeError, UnicodeDecodeError): pass return text @@ -566,6 +613,47 @@ def sanitize_data_for_db(obj): return obj +def sanitize_metadata(metadata: dict) -> dict: + """ + Return a JSON-safe copy of a metadata dict for database storage. + + The middleware metadata accumulates non-serializable Python objects + (e.g. callable tool functions, MCP client instances) that cause + PostgreSQL JSON inserts to fail. This helper strips those out while + preserving the primitive data needed for file-to-chat linking. + """ + if not isinstance(metadata, dict): + return metadata + + def _sanitize(obj): + if isinstance(obj, (str, int, float, bool, type(None))): + return obj + if isinstance(obj, dict): + return {k: _sanitize(v) for k, v in obj.items() if not callable(v) and _is_serializable(v)} + if isinstance(obj, list): + return [_sanitize(v) for v in obj if not callable(v) and _is_serializable(v)] + if callable(obj): + return None + # Last resort: try to see if it's serializable + try: + json.dumps(obj) + return obj + except (TypeError, ValueError): + return None + + def _is_serializable(obj): + """Quick check whether a value can survive JSON serialization.""" + if isinstance(obj, (str, int, float, bool, type(None), dict, list)): + return True + try: + json.dumps(obj) + return True + except (TypeError, ValueError): + return False + + return _sanitize(metadata) + + def extract_folders_after_data_docs(path): # Convert the path to a Path object if it's not already path = Path(path) @@ -575,8 +663,8 @@ def extract_folders_after_data_docs(path): # Find the index of '/data/docs' in the path try: - index_data_docs = parts.index("data") + 1 - index_docs = parts.index("docs", index_data_docs) + 1 + index_data_docs = parts.index('data') + 1 + index_docs = parts.index('docs', index_data_docs) + 1 except ValueError: return [] @@ -585,37 +673,37 @@ def extract_folders_after_data_docs(path): folders = parts[index_docs:-1] for idx, _ in enumerate(folders): - tags.append("/".join(folders[: idx + 1])) + tags.append('/'.join(folders[: idx + 1])) return tags def parse_duration(duration: str) -> Optional[timedelta]: - if duration == "-1" or duration == "0": + if duration == '-1' or duration == '0': return None # Regular expression to find number and unit pairs - pattern = r"(-?\d+(\.\d+)?)(ms|s|m|h|d|w)" + pattern = r'(-?\d+(\.\d+)?)(ms|s|m|h|d|w)' matches = re.findall(pattern, duration) if not matches: - raise ValueError("Invalid duration string") + raise ValueError('Invalid duration string') total_duration = timedelta() for number, _, unit in matches: number = float(number) - if unit == "ms": + if unit == 'ms': total_duration += timedelta(milliseconds=number) - elif unit == "s": + elif unit == 's': total_duration += timedelta(seconds=number) - elif unit == "m": + elif unit == 'm': total_duration += timedelta(minutes=number) - elif unit == "h": + elif unit == 'h': total_duration += timedelta(hours=number) - elif unit == "d": + elif unit == 'd': total_duration += timedelta(days=number) - elif unit == "w": + elif unit == 'w': total_duration += timedelta(weeks=number) return total_duration @@ -623,52 +711,48 @@ def parse_duration(duration: str) -> Optional[timedelta]: def parse_ollama_modelfile(model_text): parameters_meta = { - "mirostat": int, - "mirostat_eta": float, - "mirostat_tau": float, - "num_ctx": int, - "repeat_last_n": int, - "repeat_penalty": float, - "temperature": float, - "seed": int, - "tfs_z": float, - "num_predict": int, - "top_k": int, - "top_p": float, - "num_keep": int, - "presence_penalty": float, - "frequency_penalty": float, - "num_batch": int, - "num_gpu": int, - "use_mmap": bool, - "use_mlock": bool, - "num_thread": int, + 'mirostat': int, + 'mirostat_eta': float, + 'mirostat_tau': float, + 'num_ctx': int, + 'repeat_last_n': int, + 'repeat_penalty': float, + 'temperature': float, + 'seed': int, + 'tfs_z': float, + 'num_predict': int, + 'top_k': int, + 'top_p': float, + 'num_keep': int, + 'presence_penalty': float, + 'frequency_penalty': float, + 'num_batch': int, + 'num_gpu': int, + 'use_mmap': bool, + 'use_mlock': bool, + 'num_thread': int, } - data = {"base_model_id": None, "params": {}} + data = {'base_model_id': None, 'params': {}} # Parse base model - base_model_match = re.search( - r"^FROM\s+(\w+)", model_text, re.MULTILINE | re.IGNORECASE - ) + base_model_match = re.search(r'^FROM\s+(\w+)', model_text, re.MULTILINE | re.IGNORECASE) if base_model_match: - data["base_model_id"] = base_model_match.group(1) + data['base_model_id'] = base_model_match.group(1) # Parse template - template_match = re.search( - r'TEMPLATE\s+"""(.+?)"""', model_text, re.DOTALL | re.IGNORECASE - ) + template_match = re.search(r'TEMPLATE\s+"""(.+?)"""', model_text, re.DOTALL | re.IGNORECASE) if template_match: - data["params"] = {"template": template_match.group(1).strip()} + data['params'] = {'template': template_match.group(1).strip()} # Parse stops stops = re.findall(r'PARAMETER stop "(.*?)"', model_text, re.IGNORECASE) if stops: - data["params"]["stop"] = stops + data['params']['stop'] = stops # Parse other parameters from the provided list for param, param_type in parameters_meta.items(): - param_match = re.search(rf"PARAMETER {param} (.+)", model_text, re.IGNORECASE) + param_match = re.search(rf'PARAMETER {param} (.+)', model_text, re.IGNORECASE) if param_match: value = param_match.group(1) @@ -678,55 +762,55 @@ def parse_ollama_modelfile(model_text): elif param_type is float: value = float(value) elif param_type is bool: - value = value.lower() == "true" + value = value.lower() == 'true' except Exception as e: - log.exception(f"Failed to parse parameter {param}: {e}") + log.exception(f'Failed to parse parameter {param}: {e}') continue - data["params"][param] = value + data['params'][param] = value # Parse adapter - adapter_match = re.search(r"ADAPTER (.+)", model_text, re.IGNORECASE) + adapter_match = re.search(r'ADAPTER (.+)', model_text, re.IGNORECASE) if adapter_match: - data["params"]["adapter"] = adapter_match.group(1) + data['params']['adapter'] = adapter_match.group(1) # Parse system description - system_desc_match = re.search( - r'SYSTEM\s+"""(.+?)"""', model_text, re.DOTALL | re.IGNORECASE - ) - system_desc_match_single = re.search( - r"SYSTEM\s+([^\n]+)", model_text, re.IGNORECASE - ) + system_desc_match = re.search(r'SYSTEM\s+"""(.+?)"""', model_text, re.DOTALL | re.IGNORECASE) + system_desc_match_single = re.search(r'SYSTEM\s+([^\n]+)', model_text, re.IGNORECASE) if system_desc_match: - data["params"]["system"] = system_desc_match.group(1).strip() + data['params']['system'] = system_desc_match.group(1).strip() elif system_desc_match_single: - data["params"]["system"] = system_desc_match_single.group(1).strip() + data['params']['system'] = system_desc_match_single.group(1).strip() # Parse messages messages = [] - message_matches = re.findall(r"MESSAGE (\w+) (.+)", model_text, re.IGNORECASE) + message_matches = re.findall(r'MESSAGE (\w+) (.+)', model_text, re.IGNORECASE) for role, content in message_matches: - messages.append({"role": role, "content": content}) + messages.append({'role': role, 'content': content}) if messages: - data["params"]["messages"] = messages + data['params']['messages'] = messages return data -def convert_logit_bias_input_to_json(user_input) -> Optional[str]: - if user_input: - logit_bias_pairs = user_input.split(",") - logit_bias_json = {} - for pair in logit_bias_pairs: - token, bias = pair.split(":") - token = str(token.strip()) - bias = int(bias.strip()) - bias = 100 if bias > 100 else -100 if bias < -100 else bias - logit_bias_json[token] = bias - return json.dumps(logit_bias_json) - return None +def convert_logit_bias_input_to_json(logit_bias_input) -> Optional[str]: + if not logit_bias_input: + return None + + if isinstance(logit_bias_input, dict): + return json.dumps(logit_bias_input) + + logit_bias_pairs = logit_bias_input.split(',') + logit_bias_json = {} + for pair in logit_bias_pairs: + token, bias = pair.split(':') + token = str(token.strip()) + bias = int(bias.strip()) + bias = 100 if bias > 100 else -100 if bias < -100 else bias + logit_bias_json[token] = bias + return json.dumps(logit_bias_json) def freeze(value): @@ -783,13 +867,13 @@ def strict_match_mime_type(supported: list[str] | str, header: str) -> Optional[ try: if isinstance(supported, str): - supported = supported.split(",") + supported = supported.split(',') - supported = [s for s in supported if s.strip() and "/" in s] + supported = [s for s in supported if s.strip() and '/' in s] if len(supported) == 0: # Default to common types if none are specified - supported = ["audio/*", "video/webm"] + supported = ['audio/*', 'video/webm'] match = mimeparse.best_match(supported, header) if not match: @@ -803,18 +887,19 @@ def strict_match_mime_type(supported: list[str] | str, header: str) -> Optional[ return match except Exception as e: - log.exception(f"Failed to match mime type {header}: {e}") + log.exception(f'Failed to match mime type {header}: {e}') return None def extract_urls(text: str) -> list[str]: # Regex pattern to match URLs - url_pattern = re.compile( - r"(https?://[^\s]+)", re.IGNORECASE - ) # Matches http and https URLs + url_pattern = re.compile(r'(https?://[^\s]+)', re.IGNORECASE) # Matches http and https URLs return url_pattern.findall(text) +# We believe in one architect of all that is seen and served. +# Should this stream falter, it shall be raised again on the +# third retry. We look for the uptime of the world to come. async def cleanup_response( response: Optional[aiohttp.ClientResponse], session: Optional[aiohttp.ClientSession], @@ -831,9 +916,7 @@ async def stream_wrapper(response, session, content_handler=None): This is more reliable than BackgroundTask which may not run if client disconnects. """ try: - stream = ( - content_handler(response.content) if content_handler else response.content - ) + stream = content_handler(response.content) if content_handler else response.content async for chunk in stream: yield chunk finally: @@ -855,7 +938,7 @@ def stream_chunks_handler(stream: aiohttp.StreamReader): return stream async def yield_safe_stream_chunks(): - buffer = b"" + buffer = b'' skip_mode = False async for data, _ in stream.iter_chunks(): @@ -864,9 +947,9 @@ def stream_chunks_handler(stream: aiohttp.StreamReader): # In skip_mode, if buffer already exceeds the limit, clear it (it's part of an oversized line) if skip_mode and len(buffer) > max_buffer_size: - buffer = b"" + buffer = b'' - lines = (buffer + data).split(b"\n") + lines = (buffer + data).split(b'\n') # Process complete lines (except the last possibly incomplete fragment) for i in range(len(lines) - 1): @@ -878,18 +961,15 @@ def stream_chunks_handler(stream: aiohttp.StreamReader): skip_mode = False yield line else: - yield b"data: {}" - yield b"\n" + yield b'data: {}\n' else: # Normal mode: check if line exceeds limit if len(line) > max_buffer_size: skip_mode = True - yield b"data: {}" - yield b"\n" - log.info(f"Skip mode triggered, line size: {len(line)}") + yield b'data: {}\n' + log.info(f'Skip mode triggered, line size: {len(line)}') else: - yield line - yield b"\n" + yield line + b'\n' # Save the last incomplete fragment buffer = lines[-1] @@ -897,13 +977,12 @@ def stream_chunks_handler(stream: aiohttp.StreamReader): # Check if buffer exceeds limit if not skip_mode and len(buffer) > max_buffer_size: skip_mode = True - log.info(f"Skip mode triggered, buffer size: {len(buffer)}") + log.info(f'Skip mode triggered, buffer size: {len(buffer)}') # Clear oversized buffer to prevent unlimited growth - buffer = b"" + buffer = b'' # Process remaining buffer data if buffer and not skip_mode: - yield buffer - yield b"\n" + yield buffer + b'\n' return yield_safe_stream_chunks() diff --git a/backend/open_webui/utils/models.py b/backend/open_webui/utils/models.py index 108cd0b4b0..c8ebc190e5 100644 --- a/backend/open_webui/utils/models.py +++ b/backend/open_webui/utils/models.py @@ -41,22 +41,22 @@ async def fetch_ollama_models(request: Request, user: UserModel = None): raw_ollama_models = await ollama.get_all_models(request, user=user) return [ { - "id": model["model"], - "name": model["name"], - "object": "model", - "created": int(time.time()), - "owned_by": "ollama", - "ollama": model, - "connection_type": model.get("connection_type", "local"), - "tags": model.get("tags", []), + 'id': model['model'], + 'name': model['name'], + 'object': 'model', + 'created': int(time.time()), + 'owned_by': 'ollama', + 'ollama': model, + 'connection_type': model.get('connection_type', 'local'), + 'tags': model.get('tags', []), } - for model in raw_ollama_models["models"] + for model in raw_ollama_models['models'] ] async def fetch_openai_models(request: Request, user: UserModel = None): openai_response = await openai.get_all_models(request, user=user) - return openai_response["data"] + return openai_response['data'] async def get_all_base_models(request: Request, user: UserModel = None): @@ -72,9 +72,7 @@ async def get_all_base_models(request: Request, user: UserModel = None): ) function_task = get_function_models(request) - openai_models, ollama_models, function_models = await asyncio.gather( - openai_task, ollama_task, function_task - ) + openai_models, ollama_models, function_models = await asyncio.gather(openai_task, ollama_task, function_task) return function_models + openai_models + ollama_models @@ -103,15 +101,15 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None) if len(request.app.state.config.EVALUATION_ARENA_MODELS) > 0: arena_models = [ { - "id": model["id"], - "name": model["name"], - "info": { - "meta": model["meta"], + 'id': model['id'], + 'name': model['name'], + 'info': { + 'meta': model['meta'], }, - "object": "model", - "created": int(time.time()), - "owned_by": "arena", - "arena": True, + 'object': 'model', + 'created': int(time.time()), + 'owned_by': 'arena', + 'arena': True, } for model in request.app.state.config.EVALUATION_ARENA_MODELS ] @@ -119,45 +117,35 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None) # Add default arena model arena_models = [ { - "id": DEFAULT_ARENA_MODEL["id"], - "name": DEFAULT_ARENA_MODEL["name"], - "info": { - "meta": DEFAULT_ARENA_MODEL["meta"], + 'id': DEFAULT_ARENA_MODEL['id'], + 'name': DEFAULT_ARENA_MODEL['name'], + 'info': { + 'meta': DEFAULT_ARENA_MODEL['meta'], }, - "object": "model", - "created": int(time.time()), - "owned_by": "arena", - "arena": True, + 'object': 'model', + 'created': int(time.time()), + 'owned_by': 'arena', + 'arena': True, } ] models = models + arena_models - global_action_ids = [ - function.id for function in Functions.get_global_action_functions() - ] - enabled_action_ids = [ - function.id - for function in Functions.get_functions_by_type("action", active_only=True) - ] + global_action_ids = {function.id for function in await Functions.get_global_action_functions()} + enabled_action_ids = {function.id for function in await Functions.get_functions_by_type('action', active_only=True)} - global_filter_ids = [ - function.id for function in Functions.get_global_filter_functions() - ] - enabled_filter_ids = [ - function.id - for function in Functions.get_functions_by_type("filter", active_only=True) - ] + global_filter_ids = {function.id for function in await Functions.get_global_filter_functions()} + enabled_filter_ids = {function.id for function in await Functions.get_functions_by_type('filter', active_only=True)} - custom_models = Models.get_all_models() + custom_models = await Models.get_all_models() # Single O(1) lookup: Ollama base names first, then exact IDs (exact wins). base_model_lookup = {} for model in models: - if model.get("owned_by") == "ollama": - base_model_lookup.setdefault(model["id"].split(":")[0], model) - base_model_lookup[model["id"]] = model + if model.get('owned_by') == 'ollama': + base_model_lookup.setdefault(model['id'].split(':')[0], model) + base_model_lookup[model['id']] = model - existing_ids = {m["id"] for m in models} + existing_ids = {m['id'] for m in models} for custom_model in custom_models: if custom_model.base_model_id is None: @@ -166,26 +154,22 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None) if model: if custom_model.is_active: - model["name"] = custom_model.name - model["info"] = custom_model.model_dump() + model['name'] = custom_model.name + model['info'] = custom_model.model_dump() action_ids = [] filter_ids = [] - if "info" in model: - if "meta" in model["info"]: - action_ids.extend( - model["info"]["meta"].get("actionIds", []) - ) - filter_ids.extend( - model["info"]["meta"].get("filterIds", []) - ) + if 'info' in model: + if 'meta' in model['info']: + action_ids.extend(model['info']['meta'].get('actionIds', [])) + filter_ids.extend(model['info']['meta'].get('filterIds', [])) - if "params" in model["info"]: - del model["info"]["params"] + if 'params' in model['info']: + del model['info']['params'] - model["action_ids"] = action_ids - model["filter_ids"] = filter_ids + model['action_ids'] = action_ids + model['filter_ids'] = filter_ids else: models.remove(model) @@ -193,38 +177,36 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None) if custom_model.id in existing_ids: continue - owned_by = "openai" + owned_by = 'openai' connection_type = None pipe = None base_model = base_model_lookup.get(custom_model.base_model_id) if base_model is None: - base_model = base_model_lookup.get( - custom_model.base_model_id.split(":")[0] - ) + base_model = base_model_lookup.get(custom_model.base_model_id.split(':')[0]) if base_model: - owned_by = base_model.get("owned_by", "unknown") - if "pipe" in base_model: - pipe = base_model["pipe"] - connection_type = base_model.get("connection_type", None) + owned_by = base_model.get('owned_by', 'unknown') + if 'pipe' in base_model: + pipe = base_model['pipe'] + connection_type = base_model.get('connection_type', None) model = { - "id": f"{custom_model.id}", - "name": custom_model.name, - "object": "model", - "created": custom_model.created_at, - "owned_by": owned_by, - "connection_type": connection_type, - "preset": True, - **({"pipe": pipe} if pipe is not None else {}), + 'id': f'{custom_model.id}', + 'name': custom_model.name, + 'object': 'model', + 'created': custom_model.created_at, + 'owned_by': owned_by, + 'connection_type': connection_type, + 'preset': True, + **({'pipe': pipe} if pipe is not None else {}), } info = custom_model.model_dump() - if "params" in info: + if 'params' in info: # Remove params to avoid exposing sensitive info - del info["params"] + del info['params'] - model["info"] = info + model['info'] = info action_ids = [] filter_ids = [] @@ -232,32 +214,32 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None) if custom_model.meta: meta = custom_model.meta.model_dump() - if "actionIds" in meta: - action_ids.extend(meta["actionIds"]) + if 'actionIds' in meta: + action_ids.extend(meta['actionIds']) - if "filterIds" in meta: - filter_ids.extend(meta["filterIds"]) + if 'filterIds' in meta: + filter_ids.extend(meta['filterIds']) - model["action_ids"] = action_ids - model["filter_ids"] = filter_ids + model['action_ids'] = action_ids + model['filter_ids'] = filter_ids models.append(model) # Process action_ids to get the actions def get_action_items_from_module(function, module): actions = [] - if hasattr(module, "actions"): + if hasattr(module, 'actions'): actions = module.actions return [ { - "id": f"{function.id}.{action['id']}", - "name": action.get("name", f"{function.name} ({action['id']})"), - "description": function.meta.description, - "icon": action.get( - "icon_url", - function.meta.manifest.get("icon_url", None) - or getattr(module, "icon_url", None) - or getattr(module, "icon", None), + 'id': f'{function.id}.{action["id"]}', + 'name': action.get('name', f'{function.name} ({action["id"]})'), + 'description': function.meta.description, + 'icon': action.get( + 'icon_url', + function.meta.manifest.get('icon_url', None) + or getattr(module, 'icon_url', None) + or getattr(module, 'icon', None), ), } for action in actions @@ -265,12 +247,12 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None) else: return [ { - "id": function.id, - "name": function.name, - "description": function.meta.description, - "icon": function.meta.manifest.get("icon_url", None) - or getattr(module, "icon_url", None) - or getattr(module, "icon", None), + 'id': function.id, + 'name': function.name, + 'description': function.meta.description, + 'icon': function.meta.manifest.get('icon_url', None) + or getattr(module, 'icon_url', None) + or getattr(module, 'icon', None), } ] @@ -278,71 +260,67 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None) def get_filter_items_from_module(function, module): return [ { - "id": function.id, - "name": function.name, - "description": function.meta.description, - "icon": function.meta.manifest.get("icon_url", None) - or getattr(module, "icon_url", None) - or getattr(module, "icon", None), - "has_user_valves": hasattr(module, "UserValves"), + 'id': function.id, + 'name': function.name, + 'description': function.meta.description, + 'icon': function.meta.manifest.get('icon_url', None) + or getattr(module, 'icon_url', None) + or getattr(module, 'icon', None), + 'has_user_valves': hasattr(module, 'UserValves'), } ] # Batch-prefetch all needed function records to avoid N+1 queries all_function_ids = set() for model in models: - all_function_ids.update(model.get("action_ids", [])) - all_function_ids.update(model.get("filter_ids", [])) + all_function_ids.update(model.get('action_ids', [])) + all_function_ids.update(model.get('filter_ids', [])) all_function_ids.update(global_action_ids) all_function_ids.update(global_filter_ids) - functions_by_id = { - f.id: f for f in Functions.get_functions_by_ids(list(all_function_ids)) - } + functions_by_id = {f.id: f for f in await Functions.get_functions_by_ids(list(all_function_ids))} # Pre-warm the function module cache once per unique function ID. # This ensures each function's DB freshness check runs exactly once, # not once per (model × function) pair. for function_id in all_function_ids: try: - get_function_module_from_cache(request, function_id) + await get_function_module_from_cache(request, function_id) except Exception as e: - log.info(f"Failed to load function module for {function_id}: {e}") + log.info(f'Failed to load function module for {function_id}: {e}') # Apply global model defaults to all models # Per-model overrides take precedence over global defaults - default_metadata = ( - getattr(request.app.state.config, "DEFAULT_MODEL_METADATA", None) or {} - ) + default_metadata = getattr(request.app.state.config, 'DEFAULT_MODEL_METADATA', None) or {} if default_metadata: for model in models: - info = model.get("info") + info = model.get('info') if info is None: - model["info"] = {"meta": copy.deepcopy(default_metadata)} + model['info'] = {'meta': copy.deepcopy(default_metadata)} continue - meta = info.setdefault("meta", {}) + meta = info.setdefault('meta', {}) for key, value in default_metadata.items(): - if key == "capabilities": + if key == 'capabilities': # Merge capabilities: defaults as base, per-model overrides win - existing = meta.get("capabilities") or {} - meta["capabilities"] = {**value, **existing} + existing = meta.get('capabilities') or {} + meta['capabilities'] = {**value, **existing} elif meta.get(key) is None: meta[key] = copy.deepcopy(value) # Batch-fetch all function valves in one query to avoid N+1 DB hits # inside get_action_priority (previously called per action × per model). - all_function_valves = Functions.get_function_valves_by_ids(list(all_function_ids)) + all_function_valves = await Functions.get_function_valves_by_ids(list(all_function_ids)) def get_action_priority(action_id): try: function_module = request.app.state.FUNCTIONS.get(action_id) - if function_module and hasattr(function_module, "Valves"): + if function_module and hasattr(function_module, 'Valves'): valves_db = all_function_valves.get(action_id) valves = function_module.Valves(**(valves_db if valves_db else {})) - return getattr(valves, "priority", 0) + return getattr(valves, 'priority', 0) except Exception: pass return 0 @@ -350,51 +328,47 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None) for model in models: action_ids = [ action_id - for action_id in list(set(model.pop("action_ids", []) + global_action_ids)) + for action_id in set(model.pop('action_ids', [])) | global_action_ids if action_id in enabled_action_ids ] action_ids.sort(key=lambda aid: (get_action_priority(aid), aid)) filter_ids = [ filter_id - for filter_id in list(set(model.pop("filter_ids", []) + global_filter_ids)) + for filter_id in set(model.pop('filter_ids', [])) | global_filter_ids if filter_id in enabled_filter_ids ] - model["actions"] = [] + model['actions'] = [] for action_id in action_ids: action_function = functions_by_id.get(action_id) if action_function is None: - log.info(f"Action not found: {action_id}") + log.info(f'Action not found: {action_id}') continue function_module = request.app.state.FUNCTIONS.get(action_id) if function_module is None: - log.info(f"Failed to load action module: {action_id}") + log.info(f'Failed to load action module: {action_id}') continue - model["actions"].extend( - get_action_items_from_module(action_function, function_module) - ) + model['actions'].extend(get_action_items_from_module(action_function, function_module)) - model["filters"] = [] + model['filters'] = [] for filter_id in filter_ids: filter_function = functions_by_id.get(filter_id) if filter_function is None: - log.info(f"Filter not found: {filter_id}") + log.info(f'Filter not found: {filter_id}') continue function_module = request.app.state.FUNCTIONS.get(filter_id) if function_module is None: - log.info(f"Failed to load filter module: {filter_id}") + log.info(f'Failed to load filter module: {filter_id}') continue - if getattr(function_module, "toggle", None): - model["filters"].extend( - get_filter_items_from_module(filter_function, function_module) - ) + if getattr(function_module, 'toggle', None): + model['filters'].extend(get_filter_items_from_module(filter_function, function_module)) - log.debug(f"get_all_models() returned {len(models)} models") + log.debug(f'get_all_models() returned {len(models)} models') - models_dict = {model["id"]: model for model in models} + models_dict = {model['id']: model for model in models} if isinstance(request.app.state.MODELS, RedisDict): request.app.state.MODELS.set(models_dict) else: @@ -403,84 +377,85 @@ async def get_all_models(request, refresh: bool = False, user: UserModel = None) return models -def check_model_access(user, model, db=None): - if model.get("arena"): - meta = model.get("info", {}).get("meta", {}) - access_grants = meta.get("access_grants", []) - if not has_access( +async def check_model_access(user, model, db=None): + if model.get('arena'): + meta = model.get('info', {}).get('meta', {}) + access_grants = meta.get('access_grants', []) + if not await has_access( user.id, - permission="read", + permission='read', access_grants=access_grants, db=db, ): - raise Exception("Model not found") + raise Exception('Model not found') else: - model_info = Models.get_model_by_id(model.get("id"), db=db) + model_info = await Models.get_model_by_id(model.get('id'), db=db) if not model_info: - raise Exception("Model not found") + raise Exception('Model not found') elif not ( user.id == model_info.user_id - or AccessGrants.has_access( + or await AccessGrants.has_access( user_id=user.id, - resource_type="model", + resource_type='model', resource_id=model_info.id, - permission="read", + permission='read', db=db, ) ): - raise Exception("Model not found") + raise Exception('Model not found') -def get_filtered_models(models, user, db=None): +async def get_filtered_models(models, user, db=None): # Filter out models that the user does not have access to if ( - user.role == "user" - or (user.role == "admin" and not BYPASS_ADMIN_ACCESS_CONTROL) + user.role == 'user' or (user.role == 'admin' and not BYPASS_ADMIN_ACCESS_CONTROL) ) and not BYPASS_MODEL_ACCESS_CONTROL: model_infos = {} for model in models: - if model.get("arena"): + if model.get('arena'): continue - info = model.get("info") + info = model.get('info') if info: - model_infos[model["id"]] = info + model_infos[model['id']] = info - user_group_ids = { - group.id for group in Groups.get_groups_by_member_id(user.id, db=db) - } + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id, db=db)} # Batch-fetch accessible resource IDs in a single query instead of N has_access calls - accessible_model_ids = AccessGrants.get_accessible_resource_ids( + accessible_model_ids = await AccessGrants.get_accessible_resource_ids( user_id=user.id, - resource_type="model", + resource_type='model', resource_ids=list(model_infos.keys()), - permission="read", + permission='read', user_group_ids=user_group_ids, db=db, ) filtered_models = [] for model in models: - if model.get("arena"): - meta = model.get("info", {}).get("meta", {}) - access_grants = meta.get("access_grants", []) - if has_access( + if model.get('arena'): + meta = model.get('info', {}).get('meta', {}) + access_grants = meta.get('access_grants', []) + if await has_access( user.id, - permission="read", + permission='read', access_grants=access_grants, user_group_ids=user_group_ids, ): filtered_models.append(model) continue - model_info = model_infos.get(model["id"]) + model_info = model_infos.get(model['id']) if model_info: if ( - (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) - or user.id == model_info.get("user_id") - or model["id"] in accessible_model_ids + (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) + or user.id == model_info.get('user_id') + or model['id'] in accessible_model_ids ): filtered_models.append(model) + elif user.role == 'admin': + # No DB entry means no access control configured yet; + # only admins can see unconfigured models. + filtered_models.append(model) return filtered_models else: diff --git a/backend/open_webui/utils/oauth.py b/backend/open_webui/utils/oauth.py index 392ae74f96..535adca5ec 100644 --- a/backend/open_webui/utils/oauth.py +++ b/backend/open_webui/utils/oauth.py @@ -60,6 +60,7 @@ from open_webui.config import ( OAUTH_UPDATE_EMAIL_ON_LOGIN, OAUTH_ACCESS_TOKEN_REQUEST_INCLUDE_CLIENT_ID, OAUTH_AUDIENCE, + OAUTH_AUTHORIZE_PARAMS, WEBHOOK_URL, JWT_EXPIRES_IN, AppConfig, @@ -74,11 +75,13 @@ from open_webui.env import ( ENABLE_OAUTH_EMAIL_FALLBACK, OAUTH_CLIENT_INFO_ENCRYPTION_KEY, OAUTH_MAX_SESSIONS_PER_USER, + REDIS_KEY_PREFIX, ) from open_webui.utils.misc import parse_duration from open_webui.utils.auth import get_password_hash, create_token from open_webui.utils.webhook import post_webhook from open_webui.utils.groups import apply_default_group_assignment +from open_webui.retrieval.web.utils import validate_url from mcp.shared.auth import ( OAuthClientMetadata as MCPOAuthClientMetadata, @@ -89,9 +92,7 @@ from authlib.oauth2.rfc6749.errors import OAuth2Error class OAuthClientMetadata(MCPOAuthClientMetadata): - token_endpoint_auth_method: Literal[ - "none", "client_secret_basic", "client_secret_post" - ] = "client_secret_post" + token_endpoint_auth_method: Literal['none', 'client_secret_basic', 'client_secret_post'] = 'client_secret_post' pass @@ -114,9 +115,7 @@ log = logging.getLogger(__name__) auth_manager_config = AppConfig() auth_manager_config.DEFAULT_USER_ROLE = DEFAULT_USER_ROLE auth_manager_config.ENABLE_OAUTH_SIGNUP = ENABLE_OAUTH_SIGNUP -auth_manager_config.OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE = ( - OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE -) +auth_manager_config.OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE = OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE auth_manager_config.OAUTH_MERGE_ACCOUNTS_BY_EMAIL = OAUTH_MERGE_ACCOUNTS_BY_EMAIL auth_manager_config.ENABLE_OAUTH_ROLE_MANAGEMENT = ENABLE_OAUTH_ROLE_MANAGEMENT auth_manager_config.ENABLE_OAUTH_GROUP_MANAGEMENT = ENABLE_OAUTH_GROUP_MANAGEMENT @@ -151,7 +150,7 @@ else: try: FERNET = Fernet(OAUTH_CLIENT_INFO_ENCRYPTION_KEY) except Exception as e: - log.error(f"Error initializing Fernet with provided key: {e}") + log.error(f'Error initializing Fernet with provided key: {e}') raise @@ -162,7 +161,7 @@ def encrypt_data(data) -> str: encrypted = FERNET.encrypt(data_json.encode()).decode() return encrypted except Exception as e: - log.error(f"Error encrypting data: {e}") + log.error(f'Error encrypting data: {e}') raise @@ -172,7 +171,7 @@ def decrypt_data(data: str): decrypted = FERNET.decrypt(data.encode()).decode() return json.loads(decrypted) except Exception as e: - log.error(f"Error decrypting data: {e}") + log.error(f'Error decrypting data: {e}') raise @@ -183,28 +182,28 @@ def _build_oauth_callback_error_message(e: Exception) -> str: """ if isinstance(e, OAuth2Error): parts = [p for p in [e.error, e.description] if p] - detail = " - ".join(parts) + detail = ' - '.join(parts) elif isinstance(e, HTTPException): detail = e.detail if isinstance(e.detail, str) else str(e.detail) elif isinstance(e, aiohttp.ClientResponseError): - detail = f"Upstream provider returned {e.status}: {e.message}" + detail = f'Upstream provider returned {e.status}: {e.message}' elif isinstance(e, aiohttp.ClientError): detail = str(e) elif isinstance(e, KeyError): missing = str(e).strip("'") - if missing.lower() == "state": - detail = "Missing state parameter in callback (session may have expired)" + if missing.lower() == 'state': + detail = 'Missing state parameter in callback (session may have expired)' else: detail = f"Missing expected key '{missing}' in OAuth response" else: detail = str(e) - detail = detail.replace("\n", " ").strip() + detail = detail.replace('\n', ' ').strip() if not detail: detail = e.__class__.__name__ - message = f"OAuth callback failed: {detail}" - return message[:197] + "..." if len(message) > 200 else message + message = f'OAuth callback failed: {detail}' + return message[:197] + '...' if len(message) > 200 else message def is_in_blocked_groups(group_name: str, groups: list) -> bool: @@ -231,10 +230,7 @@ def is_in_blocked_groups(group_name: str, groups: list) -> bool: return True # Try as regex pattern first if it contains regex-specific characters - if any( - char in group_pattern - for char in ["^", "$", "[", "]", "(", ")", "{", "}", "+", "\\", "|"] - ): + if any(char in group_pattern for char in ['^', '$', '[', ']', '(', ')', '{', '}', '+', '\\', '|']): try: # Use the original pattern as-is for regex matching if re.search(group_pattern, group_name): @@ -244,7 +240,7 @@ def is_in_blocked_groups(group_name: str, groups: list) -> bool: pass # Shell-style wildcard match (supports * and ?) - if "*" in group_pattern or "?" in group_pattern: + if '*' in group_pattern or '?' in group_pattern: if fnmatch.fnmatch(group_name, group_pattern): return True @@ -253,7 +249,7 @@ def is_in_blocked_groups(group_name: str, groups: list) -> bool: def get_parsed_and_base_url(server_url) -> tuple[urllib.parse.ParseResult, str]: parsed = urllib.parse.urlparse(server_url) - base_url = f"{parsed.scheme}://{parsed.netloc}" + base_url = f'{parsed.scheme}://{parsed.netloc}' return parsed, base_url @@ -267,20 +263,18 @@ async def get_authorization_server_discovery_urls(server_url: str) -> list[str]: async with aiohttp.ClientSession(trust_env=True) as session: async with session.post( server_url, - json={"jsonrpc": "2.0", "method": "initialize", "params": {}, "id": 1}, - headers={"Content-Type": "application/json"}, + json={'jsonrpc': '2.0', 'method': 'initialize', 'params': {}, 'id': 1}, + headers={'Content-Type': 'application/json'}, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as response: if response.status == 401: match = re.search( - r'resource_metadata="([^"]+)"', - response.headers.get("WWW-Authenticate", ""), + r'resource_metadata=(?:"([^"]+)"|([^\s,]+))', + response.headers.get('WWW-Authenticate', ''), ) if match: - resource_metadata_url = match.group(1) - log.debug( - f"Found resource_metadata URL: {resource_metadata_url}" - ) + resource_metadata_url = match.group(1) or match.group(2) + log.debug(f'Found resource_metadata URL: {resource_metadata_url}') # Step 2: Fetch Protected Resource metadata async with session.get( @@ -290,24 +284,20 @@ async def get_authorization_server_discovery_urls(server_url: str) -> list[str]: resource_metadata = await resource_response.json() # Step 3: Extract authorization_servers - servers = resource_metadata.get( - "authorization_servers", [] - ) + servers = resource_metadata.get('authorization_servers', []) if servers: authorization_servers = servers - log.debug( - f"Discovered authorization servers: {servers}" - ) + log.debug(f'Discovered authorization servers: {servers}') except Exception as e: - log.debug(f"MCP Protected Resource discovery failed: {e}") + log.debug(f'MCP Protected Resource discovery failed: {e}') discovery_urls = [] for auth_server in authorization_servers: - auth_server = auth_server.rstrip("/") + auth_server = auth_server.rstrip('/') discovery_urls.extend( [ - f"{auth_server}/.well-known/oauth-authorization-server", - f"{auth_server}/.well-known/openid-configuration", + f'{auth_server}/.well-known/oauth-authorization-server', + f'{auth_server}/.well-known/openid-configuration', ] ) @@ -318,28 +308,24 @@ async def get_discovery_urls(server_url) -> list[str]: urls = await get_authorization_server_discovery_urls(server_url) parsed, base_url = get_parsed_and_base_url(server_url) - if parsed.path and parsed.path != "/": + if parsed.path and parsed.path != '/': # Generate discovery URLs based on https://modelcontextprotocol.io/specification/draft/basic/authorization#authorization-server-metadata-discovery - tenant = parsed.path.rstrip("/") + tenant = parsed.path.rstrip('/') urls.extend( [ urllib.parse.urljoin( base_url, - f"/.well-known/oauth-authorization-server{tenant}", - ), - urllib.parse.urljoin( - base_url, f"/.well-known/openid-configuration{tenant}" - ), - urllib.parse.urljoin( - base_url, f"{tenant}/.well-known/openid-configuration" + f'/.well-known/oauth-authorization-server{tenant}', ), + urllib.parse.urljoin(base_url, f'/.well-known/openid-configuration{tenant}'), + urllib.parse.urljoin(base_url, f'{tenant}/.well-known/openid-configuration'), ] ) urls.extend( [ - urllib.parse.urljoin(base_url, "/.well-known/oauth-authorization-server"), - urllib.parse.urljoin(base_url, "/.well-known/openid-configuration"), + urllib.parse.urljoin(base_url, '/.well-known/oauth-authorization-server'), + urllib.parse.urljoin(base_url, '/.well-known/openid-configuration'), ] ) @@ -358,24 +344,20 @@ async def get_oauth_client_info_with_dynamic_client_registration( oauth_server_metadata = None oauth_server_metadata_url = None - redirect_base_url = ( - str(request.app.state.config.WEBUI_URL or request.base_url) - ).rstrip("/") + redirect_base_url = (str(request.app.state.config.WEBUI_URL or request.base_url)).rstrip('/') oauth_client_metadata = OAuthClientMetadata( - client_name="Open WebUI", - redirect_uris=[f"{redirect_base_url}/oauth/clients/{client_id}/callback"], - grant_types=["authorization_code", "refresh_token"], - response_types=["code"], + client_name='Open WebUI', + redirect_uris=[f'{redirect_base_url}/oauth/clients/{client_id}/callback'], + grant_types=['authorization_code', 'refresh_token'], + response_types=['code'], ) # Attempt to fetch OAuth server metadata to get registration endpoint & scopes discovery_urls = await get_discovery_urls(oauth_server_url) for url in discovery_urls: async with aiohttp.ClientSession(trust_env=True) as session: - async with session.get( - url, ssl=AIOHTTP_CLIENT_SESSION_SSL - ) as oauth_server_metadata_response: + async with session.get(url, ssl=AIOHTTP_CLIENT_SESSION_SSL) as oauth_server_metadata_response: if oauth_server_metadata_response.status == 200: try: oauth_server_metadata = OAuthMetadata.model_validate( @@ -386,9 +368,7 @@ async def get_oauth_client_info_with_dynamic_client_registration( oauth_client_metadata.scope is None and oauth_server_metadata.scopes_supported is not None ): - oauth_client_metadata.scope = " ".join( - oauth_server_metadata.scopes_supported - ) + oauth_client_metadata.scope = ' '.join(oauth_server_metadata.scopes_supported) if ( oauth_server_metadata.token_endpoint_auth_methods_supported @@ -396,13 +376,13 @@ async def get_oauth_client_info_with_dynamic_client_registration( not in oauth_server_metadata.token_endpoint_auth_methods_supported ): # Pick the first supported method from the server - oauth_client_metadata.token_endpoint_auth_method = oauth_server_metadata.token_endpoint_auth_methods_supported[ - 0 - ] + oauth_client_metadata.token_endpoint_auth_method = ( + oauth_server_metadata.token_endpoint_auth_methods_supported[0] + ) break except Exception as e: - log.error(f"Error parsing OAuth metadata from {url}: {e}") + log.error(f'Error parsing OAuth metadata from {url}: {e}') continue registration_url = None @@ -410,11 +390,11 @@ async def get_oauth_client_info_with_dynamic_client_registration( registration_url = str(oauth_server_metadata.registration_endpoint) else: _, base_url = get_parsed_and_base_url(oauth_server_url) - registration_url = urllib.parse.urljoin(base_url, "/register") + registration_url = urllib.parse.urljoin(base_url, '/register') registration_data = oauth_client_metadata.model_dump( exclude_none=True, - mode="json", + mode='json', by_alias=True, ) @@ -424,25 +404,22 @@ async def get_oauth_client_info_with_dynamic_client_registration( registration_url, json=registration_data, ssl=AIOHTTP_CLIENT_SESSION_SSL ) as oauth_client_registration_response: try: - registration_response_json = ( - await oauth_client_registration_response.json() - ) + registration_response_json = await oauth_client_registration_response.json() # The mcp package requires optional unset values to be None. If an empty string is passed, it gets validated and fails. # This replaces all empty strings with None. registration_response_json = { - k: (None if v == "" else v) - for k, v in registration_response_json.items() + k: (None if v == '' else v) for k, v in registration_response_json.items() } oauth_client_info = OAuthClientInformationFull.model_validate( { **registration_response_json, - **{"issuer": oauth_server_metadata_url}, - **{"server_metadata": oauth_server_metadata}, + **{'issuer': oauth_server_metadata_url}, + **{'server_metadata': oauth_server_metadata}, } ) log.info( - f"Dynamic client registration successful at {registration_url}, client_id: {oauth_client_info.client_id}" + f'Dynamic client registration successful at {registration_url}, client_id: {oauth_client_info.client_id}' ) return oauth_client_info except Exception as e: @@ -450,20 +427,88 @@ async def get_oauth_client_info_with_dynamic_client_registration( try: error_text = await oauth_client_registration_response.text() log.error( - f"Dynamic client registration failed at {registration_url}: {oauth_client_registration_response.status} - {error_text}" + f'Dynamic client registration failed at {registration_url}: {oauth_client_registration_response.status} - {error_text}' ) except Exception as e: pass - log.error(f"Error parsing client registration response: {e}") + log.error(f'Error parsing client registration response: {e}') raise Exception( - f"Dynamic client registration failed: {error_text}" + f'Dynamic client registration failed: {error_text}' if error_text - else "Error parsing client registration response" + else 'Error parsing client registration response' ) - raise Exception("Dynamic client registration failed") + raise Exception('Dynamic client registration failed') except Exception as e: - log.error(f"Exception during dynamic client registration: {e}") + log.error(f'Exception during dynamic client registration: {e}') + raise e + + +async def get_oauth_client_info_with_static_credentials( + request, + client_id: str, + oauth_server_url: str, + oauth_client_id: str, + oauth_client_secret: str, +) -> OAuthClientInformationFull: + """ + Build an OAuthClientInformationFull from user-provided static credentials. + Performs server metadata discovery to resolve authorization/token endpoints, + but skips dynamic client registration entirely. + """ + try: + oauth_server_metadata = None + oauth_server_metadata_url = None + + redirect_base_url = (str(request.app.state.config.WEBUI_URL or request.base_url)).rstrip('/') + redirect_uri = f'{redirect_base_url}/oauth/clients/{client_id}/callback' + + # Discover server metadata (authorization endpoint, token endpoint, scopes, etc.) + discovery_urls = await get_discovery_urls(oauth_server_url) + for url in discovery_urls: + async with aiohttp.ClientSession(trust_env=True) as session: + async with session.get(url, ssl=AIOHTTP_CLIENT_SESSION_SSL) as resp: + if resp.status == 200: + try: + oauth_server_metadata = OAuthMetadata.model_validate(await resp.json()) + oauth_server_metadata_url = url + break + except Exception as e: + log.error(f'Error parsing OAuth metadata from {url}: {e}') + continue + + # Determine scope from server metadata if available + scope = None + if oauth_server_metadata and oauth_server_metadata.scopes_supported: + scope = ' '.join(oauth_server_metadata.scopes_supported) + + # Determine token_endpoint_auth_method + token_endpoint_auth_method = 'client_secret_post' + if ( + oauth_server_metadata + and oauth_server_metadata.token_endpoint_auth_methods_supported + and token_endpoint_auth_method not in oauth_server_metadata.token_endpoint_auth_methods_supported + ): + token_endpoint_auth_method = oauth_server_metadata.token_endpoint_auth_methods_supported[0] + + oauth_client_info = OAuthClientInformationFull( + client_id=oauth_client_id, + client_secret=oauth_client_secret, + redirect_uris=[redirect_uri], + grant_types=['authorization_code', 'refresh_token'], + response_types=['code'], + scope=scope, + token_endpoint_auth_method=token_endpoint_auth_method, + issuer=oauth_server_metadata_url, + server_metadata=oauth_server_metadata, + ) + + log.info( + f'Static OAuth client info built for {oauth_client_id} using metadata from {oauth_server_metadata_url}' + ) + return oauth_client_info + except Exception as e: + log.error(f'Exception building static OAuth client info: {e}') raise e @@ -475,45 +520,33 @@ class OAuthClientManager: def add_client(self, client_id, oauth_client_info: OAuthClientInformationFull): kwargs = { - "name": client_id, - "client_id": oauth_client_info.client_id, - "client_secret": oauth_client_info.client_secret, - "client_kwargs": { + 'name': client_id, + 'client_id': oauth_client_info.client_id, + 'client_secret': oauth_client_info.client_secret, + 'client_kwargs': { + **({'scope': oauth_client_info.scope} if oauth_client_info.scope else {}), **( - {"scope": oauth_client_info.scope} - if oauth_client_info.scope - else {} - ), - **( - { - "token_endpoint_auth_method": oauth_client_info.token_endpoint_auth_method - } + {'token_endpoint_auth_method': oauth_client_info.token_endpoint_auth_method} if oauth_client_info.token_endpoint_auth_method else {} ), }, - "server_metadata_url": ( - oauth_client_info.issuer if oauth_client_info.issuer else None - ), + 'server_metadata_url': (oauth_client_info.issuer if oauth_client_info.issuer else None), } - if ( - oauth_client_info.server_metadata - and oauth_client_info.server_metadata.code_challenge_methods_supported - ): + if oauth_client_info.server_metadata and oauth_client_info.server_metadata.code_challenge_methods_supported: if ( isinstance( oauth_client_info.server_metadata.code_challenge_methods_supported, list, ) - and "S256" - in oauth_client_info.server_metadata.code_challenge_methods_supported + and 'S256' in oauth_client_info.server_metadata.code_challenge_methods_supported ): - kwargs["code_challenge_method"] = "S256" + kwargs['code_challenge_method'] = 'S256' self.clients[client_id] = { - "client": self.oauth.register(**kwargs), - "client_info": oauth_client_info, + 'client': self.oauth.register(**kwargs), + 'client_info': oauth_client_info, } return self.clients[client_id] @@ -523,40 +556,36 @@ class OAuthClientManager: config if it hasn't been registered on this node yet. """ if client_id in self.clients: - return self.clients[client_id]["client"] + return self.clients[client_id]['client'] try: - connections = getattr(self.app.state.config, "TOOL_SERVER_CONNECTIONS", []) + connections = getattr(self.app.state.config, 'TOOL_SERVER_CONNECTIONS', []) except Exception: connections = [] for connection in connections or []: - if connection.get("type", "openapi") != "mcp": + if connection.get('type', 'openapi') != 'mcp': continue - if connection.get("auth_type", "none") != "oauth_2.1": + if connection.get('auth_type', 'none') not in ('oauth_2.1', 'oauth_2.1_static'): continue - server_id = connection.get("info", {}).get("id") + server_id = connection.get('info', {}).get('id') if not server_id: continue - expected_client_id = f"mcp:{server_id}" + expected_client_id = f'mcp:{server_id}' if client_id != expected_client_id: continue - oauth_client_info = connection.get("info", {}).get("oauth_client_info", "") + oauth_client_info = connection.get('info', {}).get('oauth_client_info', '') if not oauth_client_info: continue try: oauth_client_info = decrypt_data(oauth_client_info) - return self.add_client( - expected_client_id, OAuthClientInformationFull(**oauth_client_info) - )["client"] + return self.add_client(expected_client_id, OAuthClientInformationFull(**oauth_client_info))['client'] except Exception as e: - log.error( - f"Failed to lazily add OAuth client {expected_client_id} from config: {e}" - ) + log.error(f'Failed to lazily add OAuth client {expected_client_id} from config: {e}') continue return None @@ -564,24 +593,22 @@ class OAuthClientManager: def remove_client(self, client_id): if client_id in self.clients: del self.clients[client_id] - log.info(f"Removed OAuth client {client_id}") + log.info(f'Removed OAuth client {client_id}') - if hasattr(self.oauth, "_clients"): + if hasattr(self.oauth, '_clients'): if client_id in self.oauth._clients: self.oauth._clients.pop(client_id, None) - if hasattr(self.oauth, "_registry"): + if hasattr(self.oauth, '_registry'): if client_id in self.oauth._registry: self.oauth._registry.pop(client_id, None) return True - async def _preflight_authorization_url( - self, client, client_info: OAuthClientInformationFull - ) -> bool: + async def _preflight_authorization_url(self, client, client_info: OAuthClientInformationFull) -> bool: # TODO: Replace this logic with a more robust OAuth client registration validation # Only perform preflight checks for Starlette OAuth clients - if not hasattr(client, "create_authorization_url"): + if not hasattr(client, 'create_authorization_url'): return True redirect_uri = None @@ -590,13 +617,13 @@ class OAuthClientManager: try: auth_data = await client.create_authorization_url(redirect_uri=redirect_uri) - authorization_url = auth_data.get("url") + authorization_url = auth_data.get('url') if not authorization_url: return True except Exception as e: log.debug( - f"Skipping OAuth preflight for client {client_info.client_id}: {e}", + f'Skipping OAuth preflight for client {client_info.client_id}: {e}', ) return True @@ -612,34 +639,29 @@ class OAuthClientManager: response_text = await resp.text() error = None - error_description = "" + error_description = '' - content_type = resp.headers.get("content-type", "") - if "application/json" in content_type: + content_type = resp.headers.get('content-type', '') + if 'application/json' in content_type: try: payload = json.loads(response_text) - error = payload.get("error") - error_description = payload.get("error_description", "") - except: + error = payload.get('error') + error_description = payload.get('error_description', '') + except Exception: pass else: error_description = response_text - error_message = f"{error or ''} {error_description or ''}".lower() + error_message = f'{error or ""} {error_description or ""}'.lower() - if any( - keyword in error_message - for keyword in ("invalid_client", "invalid client", "client id") - ): + if any(keyword in error_message for keyword in ('invalid_client', 'invalid client', 'client id')): log.warning( - f"OAuth client preflight detected invalid registration for {client_info.client_id}: {error} {error_description}" + f'OAuth client preflight detected invalid registration for {client_info.client_id}: {error} {error_description}' ) return False except Exception as e: - log.debug( - f"Skipping OAuth preflight network check for client {client_info.client_id}: {e}" - ) + log.debug(f'Skipping OAuth preflight network check for client {client_info.client_id}: {e}') return True @@ -648,29 +670,23 @@ class OAuthClientManager: self.ensure_client_from_config(client_id) client = self.clients.get(client_id) - return client["client"] if client else None + return client['client'] if client else None def get_client_info(self, client_id): if client_id not in self.clients: self.ensure_client_from_config(client_id) client = self.clients.get(client_id) - return client["client_info"] if client else None + return client['client_info'] if client else None def get_server_metadata_url(self, client_id): client = self.get_client(client_id) if not client: return None - return ( - client._server_metadata_url - if hasattr(client, "_server_metadata_url") - else None - ) + return client._server_metadata_url if hasattr(client, '_server_metadata_url') else None - async def get_oauth_token( - self, user_id: str, client_id: str, force_refresh: bool = False - ): + async def get_oauth_token(self, user_id: str, client_id: str, force_refresh: bool = False): """ Get a valid OAuth token for the user, automatically refreshing if needed. @@ -684,34 +700,26 @@ class OAuthClientManager: """ try: # Get the OAuth session - session = OAuthSessions.get_session_by_provider_and_user_id( - client_id, user_id - ) + session = await OAuthSessions.get_session_by_provider_and_user_id(client_id, user_id) if not session: - log.warning( - f"No OAuth session found for user {user_id}, client_id {client_id}" - ) + log.warning(f'No OAuth session found for user {user_id}, client_id {client_id}') return None - if force_refresh or datetime.now() + timedelta( - minutes=5 - ) >= datetime.fromtimestamp(session.expires_at): - log.debug( - f"Token refresh needed for user {user_id}, client_id {session.provider}" - ) + if force_refresh or datetime.now() + timedelta(minutes=5) >= datetime.fromtimestamp(session.expires_at): + log.debug(f'Token refresh needed for user {user_id}, client_id {session.provider}') refreshed_token = await self._refresh_token(session) if refreshed_token: return refreshed_token else: log.warning( - f"Token refresh failed for user {user_id}, client_id {session.provider}, deleting session {session.id}" + f'Token refresh failed for user {user_id}, client_id {session.provider}, deleting session {session.id}' ) - OAuthSessions.delete_session_by_id(session.id) + await OAuthSessions.delete_session_by_id(session.id) return None return session.token except Exception as e: - log.error(f"Error getting OAuth token for user {user_id}: {e}") + log.error(f'Error getting OAuth token for user {user_id}: {e}') return None async def _refresh_token(self, session) -> dict: @@ -730,17 +738,15 @@ class OAuthClientManager: if refreshed_token: # Update the session with new token data - session = OAuthSessions.update_session_by_id( - session.id, refreshed_token - ) - log.info(f"Successfully refreshed token for session {session.id}") + session = await OAuthSessions.update_session_by_id(session.id, refreshed_token) + log.info(f'Successfully refreshed token for session {session.id}') return session.token else: - log.error(f"Failed to refresh token for session {session.id}") + log.error(f'Failed to refresh token for session {session.id}') return None except Exception as e: - log.error(f"Error refreshing token for session {session.id}: {e}") + log.error(f'Error refreshing token for session {session.id}: {e}') return None async def _perform_token_refresh(self, session) -> dict: @@ -756,92 +762,78 @@ class OAuthClientManager: client_id = session.provider token_data = session.token - if not token_data.get("refresh_token"): - log.warning(f"No refresh token available for session {session.id}") + if not token_data.get('refresh_token'): + log.warning(f'No refresh token available for session {session.id}') return None try: client = self.get_client(client_id) if not client: - log.error(f"No OAuth client found for provider {client_id}") + log.error(f'No OAuth client found for provider {client_id}') return None token_endpoint = None async with aiohttp.ClientSession(trust_env=True) as session_http: - async with session_http.get( - self.get_server_metadata_url(client_id) - ) as r: + async with session_http.get(self.get_server_metadata_url(client_id)) as r: if r.status == 200: openid_data = await r.json() - token_endpoint = openid_data.get("token_endpoint") + token_endpoint = openid_data.get('token_endpoint') else: - log.error( - f"Failed to fetch OpenID configuration for client_id {client_id}" - ) + log.error(f'Failed to fetch OpenID configuration for client_id {client_id}') if not token_endpoint: - log.error(f"No token endpoint found for client_id {client_id}") + log.error(f'No token endpoint found for client_id {client_id}') return None # Prepare refresh request refresh_data = { - "grant_type": "refresh_token", - "refresh_token": token_data["refresh_token"], - "client_id": client.client_id, + 'grant_type': 'refresh_token', + 'refresh_token': token_data['refresh_token'], + 'client_id': client.client_id, } - if hasattr(client, "client_secret") and client.client_secret: - refresh_data["client_secret"] = client.client_secret + if hasattr(client, 'client_secret') and client.client_secret: + refresh_data['client_secret'] = client.client_secret # Add scope if available in client kwargs (some providers require it on refresh) if ( - hasattr(client, "client_kwargs") - and client.client_kwargs.get("scope") - and getattr( - self.app.state.config, "OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE", False - ) + hasattr(client, 'client_kwargs') + and client.client_kwargs.get('scope') + and getattr(self.app.state.config, 'OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE', False) ): - refresh_data["scope"] = client.client_kwargs["scope"] + refresh_data['scope'] = client.client_kwargs['scope'] # Make refresh request async with aiohttp.ClientSession(trust_env=True) as session_http: async with session_http.post( token_endpoint, data=refresh_data, - headers={"Content-Type": "application/x-www-form-urlencoded"}, + headers={'Content-Type': 'application/x-www-form-urlencoded'}, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as r: if r.status == 200: new_token_data = await r.json() # Merge with existing token data (preserve refresh_token if not provided) - if "refresh_token" not in new_token_data: - new_token_data["refresh_token"] = token_data[ - "refresh_token" - ] + if 'refresh_token' not in new_token_data: + new_token_data['refresh_token'] = token_data['refresh_token'] # Add timestamp for tracking - new_token_data["issued_at"] = datetime.now().timestamp() + new_token_data['issued_at'] = datetime.now().timestamp() # Calculate expires_at if we have expires_in - if ( - "expires_in" in new_token_data - and "expires_at" not in new_token_data - ): - new_token_data["expires_at"] = int( - datetime.now().timestamp() - + new_token_data["expires_in"] + if 'expires_in' in new_token_data and 'expires_at' not in new_token_data: + new_token_data['expires_at'] = int( + datetime.now().timestamp() + new_token_data['expires_in'] ) - log.debug(f"Token refresh successful for client_id {client_id}") + log.debug(f'Token refresh successful for client_id {client_id}') return new_token_data else: error_text = await r.text() - log.error( - f"Token refresh failed for client_id {client_id}: {r.status} - {error_text}" - ) + log.error(f'Token refresh failed for client_id {client_id}: {r.status} - {error_text}') return None except Exception as e: - log.error(f"Exception during token refresh for client_id {client_id}: {e}") + log.error(f'Exception during token refresh for client_id {client_id}: {e}') return None async def handle_authorize(self, request, client_id: str) -> RedirectResponse: @@ -855,9 +847,7 @@ class OAuthClientManager: if client_info is None: raise HTTPException(404) - redirect_uri = ( - client_info.redirect_uris[0] if client_info.redirect_uris else None - ) + redirect_uri = client_info.redirect_uris[0] if client_info.redirect_uris else None redirect_uri_str = str(redirect_uri) if redirect_uri else None return await client.authorize_redirect(request, redirect_uri_str) @@ -878,65 +868,55 @@ class OAuthClientManager: # Validate that we received a proper token response # If token exchange failed (e.g., 401), we may get an error response instead - if token and not token.get("access_token"): - error_desc = token.get( - "error_description", token.get("error", "Unknown error") - ) - error_message = f"Token exchange failed: {error_desc}" - log.error(f"Invalid token response for client_id {client_id}: {token}") + if token and not token.get('access_token'): + error_desc = token.get('error_description', token.get('error', 'Unknown error')) + error_message = f'Token exchange failed: {error_desc}' + log.error(f'Invalid token response for client_id {client_id}: {token}') token = None if token: try: # Add timestamp for tracking - token["issued_at"] = datetime.now().timestamp() + token['issued_at'] = datetime.now().timestamp() # Calculate expires_at if we have expires_in - if "expires_in" in token and "expires_at" not in token: - token["expires_at"] = ( - datetime.now().timestamp() + token["expires_in"] - ) + if 'expires_in' in token and 'expires_at' not in token: + token['expires_at'] = datetime.now().timestamp() + token['expires_in'] # Clean up any existing sessions for this user/client_id first - sessions = OAuthSessions.get_sessions_by_user_id(user_id) + sessions = await OAuthSessions.get_sessions_by_user_id(user_id) for session in sessions: if session.provider == client_id: - OAuthSessions.delete_session_by_id(session.id) + await OAuthSessions.delete_session_by_id(session.id) - session = OAuthSessions.create_session( + session = await OAuthSessions.create_session( user_id=user_id, provider=client_id, token=token, ) - log.info( - f"Stored OAuth session server-side for user {user_id}, client_id {client_id}" - ) + log.info(f'Stored OAuth session server-side for user {user_id}, client_id {client_id}') except Exception as e: - error_message = "Failed to store OAuth session server-side" - log.error(f"Failed to store OAuth session server-side: {e}") + error_message = 'Failed to store OAuth session server-side' + log.error(f'Failed to store OAuth session server-side: {e}') else: if not error_message: - error_message = "Failed to obtain OAuth token" + error_message = 'Failed to obtain OAuth token' log.warning(error_message) except Exception as e: error_message = _build_oauth_callback_error_message(e) log.warning( - "OAuth callback error for user_id=%s client_id=%s: %s", + 'OAuth callback error for user_id=%s client_id=%s: %s', user_id, client_id, error_message, exc_info=True, ) - redirect_url = ( - str(request.app.state.config.WEBUI_URL or request.base_url) - ).rstrip("/") + redirect_url = (str(request.app.state.config.WEBUI_URL or request.base_url)).rstrip('/') if error_message: log.debug(error_message) - redirect_url = ( - f"{redirect_url}/?error={urllib.parse.quote_plus(error_message)}" - ) + redirect_url = f'{redirect_url}/?error={urllib.parse.quote_plus(error_message)}' return RedirectResponse(url=redirect_url, headers=response.headers) response = RedirectResponse(url=redirect_url, headers=response.headers) @@ -951,11 +931,11 @@ class OAuthManager: self._clients = {} for name, provider_config in OAUTH_PROVIDERS.items(): - if "register" not in provider_config: - log.error(f"OAuth provider {name} missing register function") + if 'register' not in provider_config: + log.error(f'OAuth provider {name} missing register function') continue - client = provider_config["register"](self.oauth) + client = provider_config['register'](self.oauth) self._clients[name] = client def get_client(self, provider_name): @@ -966,16 +946,10 @@ class OAuthManager: def get_server_metadata_url(self, provider_name): if provider_name in self._clients: client = self._clients[provider_name] - return ( - client._server_metadata_url - if hasattr(client, "_server_metadata_url") - else None - ) + return client._server_metadata_url if hasattr(client, '_server_metadata_url') else None return None - async def get_oauth_token( - self, user_id: str, session_id: str, force_refresh: bool = False - ): + async def get_oauth_token(self, user_id: str, session_id: str, force_refresh: bool = False): """ Get a valid OAuth token for the user, automatically refreshing if needed. @@ -989,33 +963,27 @@ class OAuthManager: """ try: # Get the OAuth session - session = OAuthSessions.get_session_by_id_and_user_id(session_id, user_id) + session = await OAuthSessions.get_session_by_id_and_user_id(session_id, user_id) if not session: - log.warning( - f"No OAuth session found for user {user_id}, session {session_id}" - ) + log.warning(f'No OAuth session found for user {user_id}, session {session_id}') return None - if force_refresh or datetime.now() + timedelta( - minutes=5 - ) >= datetime.fromtimestamp(session.expires_at): - log.debug( - f"Token refresh needed for user {user_id}, provider {session.provider}" - ) + if force_refresh or datetime.now() + timedelta(minutes=5) >= datetime.fromtimestamp(session.expires_at): + log.debug(f'Token refresh needed for user {user_id}, provider {session.provider}') refreshed_token = await self._refresh_token(session) if refreshed_token: return refreshed_token else: log.warning( - f"Token refresh failed for user {user_id}, provider {session.provider}, deleting session {session.id}" + f'Token refresh failed for user {user_id}, provider {session.provider}, deleting session {session.id}' ) - OAuthSessions.delete_session_by_id(session.id) + await OAuthSessions.delete_session_by_id(session.id) return None return session.token except Exception as e: - log.error(f"Error getting OAuth token for user {user_id}: {e}") + log.error(f'Error getting OAuth token for user {user_id}: {e}') return None async def _refresh_token(self, session) -> dict: @@ -1034,17 +1002,15 @@ class OAuthManager: if refreshed_token: # Update the session with new token data - session = OAuthSessions.update_session_by_id( - session.id, refreshed_token - ) - log.info(f"Successfully refreshed token for session {session.id}") + session = await OAuthSessions.update_session_by_id(session.id, refreshed_token) + log.info(f'Successfully refreshed token for session {session.id}') return session.token else: - log.error(f"Failed to refresh token for session {session.id}") + log.error(f'Failed to refresh token for session {session.id}') return None except Exception as e: - log.error(f"Error refreshing token for session {session.id}: {e}") + log.error(f'Error refreshing token for session {session.id}: {e}') return None async def _perform_token_refresh(self, session) -> dict: @@ -1060,14 +1026,14 @@ class OAuthManager: provider = session.provider token_data = session.token - if not token_data.get("refresh_token"): - log.warning(f"No refresh token available for session {session.id}") + if not token_data.get('refresh_token'): + log.warning(f'No refresh token available for session {session.id}') return None try: client = self.get_client(provider) if not client: - log.error(f"No OAuth client found for provider {provider}") + log.error(f'No OAuth client found for provider {provider}') return None server_metadata_url = self.get_server_metadata_url(provider) @@ -1076,89 +1042,82 @@ class OAuthManager: async with session_http.get(server_metadata_url) as r: if r.status == 200: openid_data = await r.json() - token_endpoint = openid_data.get("token_endpoint") + token_endpoint = openid_data.get('token_endpoint') else: - log.error( - f"Failed to fetch OpenID configuration for provider {provider}" - ) + log.error(f'Failed to fetch OpenID configuration for provider {provider}') if not token_endpoint: - log.error(f"No token endpoint found for provider {provider}") + log.error(f'No token endpoint found for provider {provider}') return None # Prepare refresh request refresh_data = { - "grant_type": "refresh_token", - "refresh_token": token_data["refresh_token"], - "client_id": client.client_id, + 'grant_type': 'refresh_token', + 'refresh_token': token_data['refresh_token'], + 'client_id': client.client_id, } # Add client_secret if available (some providers require it) - if hasattr(client, "client_secret") and client.client_secret: - refresh_data["client_secret"] = client.client_secret + if hasattr(client, 'client_secret') and client.client_secret: + refresh_data['client_secret'] = client.client_secret # Add scope if available in client kwargs (some providers require it on refresh) if ( - hasattr(client, "client_kwargs") - and client.client_kwargs.get("scope") + hasattr(client, 'client_kwargs') + and client.client_kwargs.get('scope') and auth_manager_config.OAUTH_REFRESH_TOKEN_INCLUDE_SCOPE ): - refresh_data["scope"] = client.client_kwargs["scope"] + refresh_data['scope'] = client.client_kwargs['scope'] # Make refresh request async with aiohttp.ClientSession(trust_env=True) as session_http: async with session_http.post( token_endpoint, data=refresh_data, - headers={"Content-Type": "application/x-www-form-urlencoded"}, + headers={'Content-Type': 'application/x-www-form-urlencoded'}, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as r: if r.status == 200: new_token_data = await r.json() # Merge with existing token data (preserve refresh_token if not provided) - if "refresh_token" not in new_token_data: - new_token_data["refresh_token"] = token_data[ - "refresh_token" - ] + if 'refresh_token' not in new_token_data: + new_token_data['refresh_token'] = token_data['refresh_token'] # Add timestamp for tracking - new_token_data["issued_at"] = datetime.now().timestamp() + new_token_data['issued_at'] = datetime.now().timestamp() # Calculate expires_at if we have expires_in - if ( - "expires_in" in new_token_data - and "expires_at" not in new_token_data - ): - new_token_data["expires_at"] = int( - datetime.now().timestamp() - + new_token_data["expires_in"] + if 'expires_in' in new_token_data and 'expires_at' not in new_token_data: + new_token_data['expires_at'] = int( + datetime.now().timestamp() + new_token_data['expires_in'] ) - log.debug(f"Token refresh successful for provider {provider}") + log.debug(f'Token refresh successful for provider {provider}') return new_token_data else: error_text = await r.text() - log.error( - f"Token refresh failed for provider {provider}: {r.status} - {error_text}" - ) + log.error(f'Token refresh failed for provider {provider}: {r.status} - {error_text}') return None except Exception as e: - log.error(f"Exception during token refresh for provider {provider}: {e}") + log.error(f'Exception during token refresh for provider {provider}: {e}') return None - def get_user_role(self, user, user_data): - user_count = Users.get_num_users() + async def get_user_role(self, user, user_data): + user_count = await Users.get_num_users() if user and user_count == 1: # If the user is the only user, assign the role "admin" - actually repairs role for single user on login - log.debug("Assigning the only user the admin role") - return "admin" + log.debug('Assigning the only user the admin role') + return 'admin' if not user and user_count == 0: - # If there are no users, assign the role "admin", as the first user will be an admin - log.debug("Assigning the first user the admin role") - return "admin" + # First-user bootstrap: skip role management gating so the + # instance can be initialized. We intentionally return the + # default role here (not 'admin') — admin promotion happens + # race-safely *after* insert via get_num_users() == 1. + log.debug('First user bootstrap: using default role (admin promotion deferred to post-insert)') + return auth_manager_config.DEFAULT_USER_ROLE if auth_manager_config.ENABLE_OAUTH_ROLE_MANAGEMENT: - log.debug("Running OAUTH Role management") + log.debug('Running OAUTH Role management') oauth_claim = auth_manager_config.OAUTH_ROLES_CLAIM oauth_allowed_roles = auth_manager_config.OAUTH_ALLOWED_ROLES oauth_admin_roles = auth_manager_config.OAUTH_ADMIN_ROLES @@ -1169,7 +1128,7 @@ class OAuthManager: # Next block extracts the roles from the user data, accepting nested claims of any depth if oauth_claim and oauth_allowed_roles and oauth_admin_roles: claim_data = user_data - nested_claims = oauth_claim.split(".") + nested_claims = oauth_claim.split('.') for nested_claim in nested_claims: claim_data = claim_data.get(nested_claim, {}) @@ -1190,26 +1149,35 @@ class OAuthManager: elif isinstance(claim_data, int): oauth_roles = [str(claim_data)] - log.debug(f"Oauth Roles claim: {oauth_claim}") - log.debug(f"User roles from oauth: {oauth_roles}") - log.debug(f"Accepted user roles: {oauth_allowed_roles}") - log.debug(f"Accepted admin roles: {oauth_admin_roles}") + log.debug(f'Oauth Roles claim: {oauth_claim}') + log.debug(f'User roles from oauth: {oauth_roles}') + log.debug(f'Accepted user roles: {oauth_allowed_roles}') + log.debug(f'Accepted admin roles: {oauth_admin_roles}') - # If any roles are found, check if they match the allowed or admin roles + # If roles are present in the token, they must match; otherwise deny access if oauth_roles: - # If role management is enabled, and matching roles are provided, use the roles + matched = False for allowed_role in oauth_allowed_roles: - # If the user has any of the allowed roles, assign the role "user" if allowed_role in oauth_roles: - log.debug("Assigned user the user role") - role = "user" + log.debug('Assigned user the user role') + role = 'user' + matched = True break for admin_role in oauth_admin_roles: - # If the user has any of the admin roles, assign the role "admin" if admin_role in oauth_roles: - log.debug("Assigned user the admin role") - role = "admin" + log.debug('Assigned user the admin role') + role = 'admin' + matched = True break + if not matched: + log.warning( + f'OAuth role management enabled but user roles do not match any allowed/admin roles. ' + f'User roles: {oauth_roles}, allowed: {oauth_allowed_roles}, admin: {oauth_admin_roles}' + ) + raise HTTPException( + status.HTTP_403_FORBIDDEN, + detail=ERROR_MESSAGES.ACCESS_PROHIBITED, + ) else: if not user: # If role management is disabled, use the default role for new users @@ -1220,21 +1188,21 @@ class OAuthManager: return role - def update_user_groups(self, user, user_data, default_permissions, db=None): - log.debug("Running OAUTH Group management") + async def update_user_groups(self, user, user_data, default_permissions, db=None): + log.debug('Running OAUTH Group management') oauth_claim = auth_manager_config.OAUTH_GROUPS_CLAIM try: blocked_groups = json.loads(auth_manager_config.OAUTH_BLOCKED_GROUPS) except Exception as e: - log.exception(f"Error loading OAUTH_BLOCKED_GROUPS: {e}") + log.exception(f'Error loading OAUTH_BLOCKED_GROUPS: {e}') blocked_groups = [] user_oauth_groups = [] # Nested claim search for groups claim if oauth_claim: claim_data = user_data - nested_claims = oauth_claim.split(".") + nested_claims = oauth_claim.split('.') for nested_claim in nested_claims: claim_data = claim_data.get(nested_claim, {}) @@ -1249,41 +1217,31 @@ class OAuthManager: else: user_oauth_groups = [] - user_current_groups: list[GroupModel] = Groups.get_groups_by_member_id( - user.id, db=db - ) - all_available_groups: list[GroupModel] = Groups.get_all_groups(db=db) + user_current_groups: list[GroupModel] = await Groups.get_groups_by_member_id(user.id, db=db) + all_available_groups: list[GroupModel] = await Groups.get_all_groups(db=db) # Create groups if they don't exist and creation is enabled if auth_manager_config.ENABLE_OAUTH_GROUP_CREATION: - log.debug("Checking for missing groups to create...") + log.debug('Checking for missing groups to create...') all_group_names = {g.name for g in all_available_groups} groups_created = False # Determine creator ID: Prefer admin, fallback to current user if no admin exists - admin_user = Users.get_super_admin_user() + admin_user = await Users.get_super_admin_user() creator_id = admin_user.id if admin_user else user.id - log.debug(f"Using creator ID {creator_id} for potential group creation.") + log.debug(f'Using creator ID {creator_id} for potential group creation.') for group_name in user_oauth_groups: if group_name not in all_group_names: - log.info( - f"Group '{group_name}' not found via OAuth claim. Creating group..." - ) + log.info(f"Group '{group_name}' not found via OAuth claim. Creating group...") try: new_group_form = GroupForm( name=group_name, description=f"Group '{group_name}' created automatically via OAuth.", permissions=default_permissions, # Use default permissions from function args - data={ - "config": { - "share": auth_manager_config.OAUTH_GROUP_DEFAULT_SHARE - } - }, + data={'config': {'share': auth_manager_config.OAUTH_GROUP_DEFAULT_SHARE}}, ) # Use determined creator ID (admin or fallback to current user) - created_group = Groups.insert_new_group( - creator_id, new_group_form, db=db - ) + created_group = await Groups.insert_new_group(creator_id, new_group_form, db=db) if created_group: log.info( f"Successfully created group '{group_name}' with ID {created_group.id} using creator ID {creator_id}" @@ -1292,23 +1250,19 @@ class OAuthManager: # Add to local set to prevent duplicate creation attempts in this run all_group_names.add(group_name) else: - log.error( - f"Failed to create group '{group_name}' via OAuth." - ) + log.error(f"Failed to create group '{group_name}' via OAuth.") except Exception as e: log.error(f"Error creating group '{group_name}' via OAuth: {e}") # Refresh the list of all available groups if any were created if groups_created: - all_available_groups = Groups.get_all_groups(db=db) - log.debug("Refreshed list of all available groups after creation.") + all_available_groups = await Groups.get_all_groups(db=db) + log.debug('Refreshed list of all available groups after creation.') - log.debug(f"Oauth Groups claim: {oauth_claim}") - log.debug(f"User oauth groups: {user_oauth_groups}") + log.debug(f'Oauth Groups claim: {oauth_claim}') + log.debug(f'User oauth groups: {user_oauth_groups}') log.debug(f"User's current groups: {[g.name for g in user_current_groups]}") - log.debug( - f"All groups available in OpenWebUI: {[g.name for g in all_available_groups]}" - ) + log.debug(f'All groups available in OpenWebUI: {[g.name for g in all_available_groups]}') # Remove groups that user is no longer a part of for group_model in user_current_groups: @@ -1318,17 +1272,15 @@ class OAuthManager: and not is_in_blocked_groups(group_model.name, blocked_groups) ): # Remove group from user - log.debug( - f"Removing user from group {group_model.name} as it is no longer in their oauth groups" - ) - Groups.remove_users_from_group(group_model.id, [user.id], db=db) + log.debug(f'Removing user from group {group_model.name} as it is no longer in their oauth groups') + await Groups.remove_users_from_group(group_model.id, [user.id], db=db) # In case a group is created, but perms are never assigned to the group by hitting "save" group_permissions = group_model.permissions if not group_permissions: group_permissions = default_permissions - Groups.update_group_by_id( + await Groups.update_group_by_id( id=group_model.id, form_data=GroupUpdateForm( name=group_model.name, @@ -1348,18 +1300,16 @@ class OAuthManager: and not is_in_blocked_groups(group_model.name, blocked_groups) ): # Add user to group - log.debug( - f"Adding user to group {group_model.name} as it was found in their oauth groups" - ) + log.debug(f'Adding user to group {group_model.name} as it was found in their oauth groups') - Groups.add_users_to_group(group_model.id, [user.id], db=db) + await Groups.add_users_to_group(group_model.id, [user.id], db=db) # In case a group is created, but perms are never assigned to the group by hitting "save" group_permissions = group_model.permissions if not group_permissions: group_permissions = default_permissions - Groups.update_group_by_id( + await Groups.update_group_by_id( id=group_model.id, form_data=GroupUpdateForm( name=group_model.name, @@ -1370,9 +1320,7 @@ class OAuthManager: db=db, ) - async def _process_picture_url( - self, picture_url: str, access_token: str = None - ) -> str: + async def _process_picture_url(self, picture_url: str, access_token: str = None) -> str: """Process a picture URL and return a base64 encoded data URL. Args: @@ -1383,52 +1331,48 @@ class OAuthManager: A data URL containing the base64 encoded picture, or "/user.png" if processing fails """ if not picture_url: - return "/user.png" + return '/user.png' try: + validate_url(picture_url) + get_kwargs = {} if access_token: - get_kwargs["headers"] = { - "Authorization": f"Bearer {access_token}", + get_kwargs['headers'] = { + 'Authorization': f'Bearer {access_token}', } async with aiohttp.ClientSession(trust_env=True) as session: - async with session.get( - picture_url, **get_kwargs, ssl=AIOHTTP_CLIENT_SESSION_SSL - ) as resp: + async with session.get(picture_url, **get_kwargs, ssl=AIOHTTP_CLIENT_SESSION_SSL) as resp: if resp.ok: picture = await resp.read() - base64_encoded_picture = base64.b64encode(picture).decode( - "utf-8" - ) + base64_encoded_picture = base64.b64encode(picture).decode('utf-8') guessed_mime_type = mimetypes.guess_type(picture_url)[0] if guessed_mime_type is None: - guessed_mime_type = "image/jpeg" - return ( - f"data:{guessed_mime_type};base64,{base64_encoded_picture}" - ) + guessed_mime_type = 'image/jpeg' + return f'data:{guessed_mime_type};base64,{base64_encoded_picture}' else: - log.warning( - f"Failed to fetch profile picture from {picture_url}" - ) - return "/user.png" + log.warning(f'Failed to fetch profile picture from {picture_url}') + return '/user.png' except Exception as e: log.error(f"Error processing profile picture '{picture_url}': {e}") - return "/user.png" + return '/user.png' async def handle_login(self, request, provider): if provider not in OAUTH_PROVIDERS: raise HTTPException(404) # If the provider has a custom redirect URL, use that, otherwise automatically generate one - redirect_uri = OAUTH_PROVIDERS[provider].get("redirect_uri") or request.url_for( - "oauth_login_callback", provider=provider - ) client = self.get_client(provider) if client is None: raise HTTPException(404) + redirect_uri = (client.server_metadata or {}).get('redirect_uri') or request.url_for( + 'oauth_login_callback', provider=provider + ) kwargs = {} if auth_manager_config.OAUTH_AUDIENCE: - kwargs["audience"] = auth_manager_config.OAUTH_AUDIENCE + kwargs['audience'] = auth_manager_config.OAUTH_AUDIENCE + if OAUTH_AUTHORIZE_PARAMS: + kwargs.update(OAUTH_AUTHORIZE_PARAMS) return await client.authorize_redirect(request, redirect_uri, **kwargs) @@ -1443,18 +1387,15 @@ class OAuthManager: auth_params = {} if client: - if ( - hasattr(client, "client_id") - and OAUTH_ACCESS_TOKEN_REQUEST_INCLUDE_CLIENT_ID - ): - auth_params["client_id"] = client.client_id + if hasattr(client, 'client_id') and OAUTH_ACCESS_TOKEN_REQUEST_INCLUDE_CLIENT_ID: + auth_params['client_id'] = client.client_id try: token = await client.authorize_access_token(request, **auth_params) except Exception as e: detailed_error = _build_oauth_callback_error_message(e) log.warning( - "OAuth callback error during authorize_access_token for provider %s: %s", + 'OAuth callback error during authorize_access_token for provider %s: %s', provider, detailed_error, exc_info=True, @@ -1462,21 +1403,26 @@ class OAuthManager: raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) # Try to get userinfo from the token first, some providers include it there - user_data: UserInfo = token.get("userinfo") + user_data: UserInfo = token.get('userinfo') + # Preserve extra claims from the ID token (e.g. roles, groups for + # Microsoft Entra ID) before the userinfo endpoint possibly overwrites them. + id_token_claims = dict(user_data) if user_data else {} if ( (not user_data) or (auth_manager_config.OAUTH_EMAIL_CLAIM not in user_data) or (auth_manager_config.OAUTH_USERNAME_CLAIM not in user_data) ): user_data: UserInfo = await client.userinfo(token=token) - if ( - provider == "feishu" - and isinstance(user_data, dict) - and "data" in user_data - ): - user_data = user_data["data"] + # Merge back ID token claims that the userinfo endpoint doesn't + # return. Only backfill missing keys so userinfo always wins. + if user_data and id_token_claims: + for key, value in id_token_claims.items(): + if key not in user_data: + user_data[key] = value + if provider == 'feishu' and isinstance(user_data, dict) and 'data' in user_data: + user_data = user_data['data'] if not user_data: - log.warning(f"OAuth callback failed, user data is missing: {token}") + log.warning(f'OAuth callback failed, user data is missing: {token}') raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) # Extract the "sub" claim, using custom claim if configured @@ -1484,29 +1430,29 @@ class OAuthManager: sub = user_data.get(auth_manager_config.OAUTH_SUB_CLAIM) else: # Fallback to the default sub claim if not configured - sub = user_data.get(OAUTH_PROVIDERS[provider].get("sub_claim", "sub")) + sub = user_data.get(OAUTH_PROVIDERS[provider].get('sub_claim', 'sub')) if not sub: - log.warning(f"OAuth callback failed, sub is missing: {user_data}") + log.warning(f'OAuth callback failed, sub is missing: {user_data}') raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) oauth_data = {} oauth_data[provider] = { - "sub": sub, + 'sub': sub, } # Email extraction email_claim = auth_manager_config.OAUTH_EMAIL_CLAIM - email = user_data.get(email_claim, "") + email = user_data.get(email_claim, '') # We currently mandate that email addresses are provided if not email: # If the provider is GitHub,and public email is not provided, we can use the access token to fetch the user's email - if provider == "github": + if provider == 'github': try: - access_token = token.get("access_token") - headers = {"Authorization": f"Bearer {access_token}"} + access_token = token.get('access_token') + headers = {'Authorization': f'Bearer {access_token}'} async with aiohttp.ClientSession(trust_env=True) as session: async with session.get( - "https://api.github.com/user/emails", + 'https://api.github.com/user/emails', headers=headers, ssl=AIOHTTP_CLIENT_SESSION_SSL, ) as resp: @@ -1514,63 +1460,50 @@ class OAuthManager: emails = await resp.json() # use the primary email as the user's email primary_email = next( - ( - e["email"] - for e in emails - if e.get("primary") - ), + (e['email'] for e in emails if e.get('primary')), None, ) if primary_email: email = primary_email else: - log.warning( - "No primary email found in GitHub response" - ) - raise HTTPException( - 400, detail=ERROR_MESSAGES.INVALID_CRED - ) + log.warning('No primary email found in GitHub response') + raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) else: - log.warning("Failed to fetch GitHub email") - raise HTTPException( - 400, detail=ERROR_MESSAGES.INVALID_CRED - ) + log.warning('Failed to fetch GitHub email') + raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) except Exception as e: - log.warning(f"Error fetching GitHub email: {e}") + log.warning(f'Error fetching GitHub email: {e}') raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) elif ENABLE_OAUTH_EMAIL_FALLBACK: - email = f"{provider}@{sub}.local" + email = f'{provider}@{sub}.local' else: - log.warning(f"OAuth callback failed, email is missing: {user_data}") + log.warning(f'OAuth callback failed, email is missing: {user_data}') raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) email = email.lower() # If allowed domains are configured, check if the email domain is in the list if ( - "*" not in auth_manager_config.OAUTH_ALLOWED_DOMAINS - and email.split("@")[-1] - not in auth_manager_config.OAUTH_ALLOWED_DOMAINS + '*' not in auth_manager_config.OAUTH_ALLOWED_DOMAINS + and email.split('@')[-1] not in auth_manager_config.OAUTH_ALLOWED_DOMAINS ): - log.warning( - f"OAuth callback failed, e-mail domain is not in the list of allowed domains: {user_data}" - ) + log.warning(f'OAuth callback failed, e-mail domain is not in the list of allowed domains: {user_data}') raise HTTPException(400, detail=ERROR_MESSAGES.INVALID_CRED) # Check if the user exists - user = Users.get_user_by_oauth_sub(provider, sub, db=db) + user = await Users.get_user_by_oauth_sub(provider, sub, db=db) if not user: # If the user does not exist, check if merging is enabled if auth_manager_config.OAUTH_MERGE_ACCOUNTS_BY_EMAIL: # Check if the user exists by email - user = Users.get_user_by_email(email, db=db) + user = await Users.get_user_by_email(email, db=db) if user: # Update the user with the new oauth sub - Users.update_user_oauth_by_id(user.id, provider, sub, db=db) + await Users.update_user_oauth_by_id(user.id, provider, sub, db=db) if user: - determined_role = self.get_user_role(user, user_data) + determined_role = await self.get_user_role(user, user_data) if user.role != determined_role: - Users.update_user_role_by_id(user.id, determined_role, db=db) + await Users.update_user_role_by_id(user.id, determined_role, db=db) # Update the user object in memory as well, # to avoid problems with the ENABLE_OAUTH_GROUP_MANAGEMENT check below user.role = determined_role @@ -1580,26 +1513,24 @@ class OAuthManager: if username_claim: new_name = user_data.get(username_claim) if new_name and new_name != user.name: - Users.update_user_by_id(user.id, {"name": new_name}, db=db) + await Users.update_user_by_id(user.id, {'name': new_name}, db=db) user.name = new_name - log.debug(f"Updated name for user {user.email}") + log.debug(f'Updated name for user {user.email}') if auth_manager_config.OAUTH_UPDATE_EMAIL_ON_LOGIN: email_claim = auth_manager_config.OAUTH_EMAIL_CLAIM if email_claim: new_email = user_data.get(email_claim) if new_email and new_email.lower() != user.email.lower(): - existing_user = Users.get_user_by_email(new_email, db=db) + existing_user = await Users.get_user_by_email(new_email, db=db) if existing_user: log.error( - f"Cannot update email to {new_email} for user {user.id} because it is already taken." + f'Cannot update email to {new_email} for user {user.id} because it is already taken.' ) else: - Auths.update_email_by_id( - user.id, new_email.lower(), db=db - ) + await Auths.update_email_by_id(user.id, new_email.lower(), db=db) user.email = new_email.lower() - log.debug(f"Updated email for user {user.id}") + log.debug(f'Updated email for user {user.id}') # Update profile picture if enabled and different from current if auth_manager_config.OAUTH_UPDATE_PICTURE_ON_LOGIN: @@ -1607,21 +1538,19 @@ class OAuthManager: if picture_claim: new_picture_url = user_data.get( picture_claim, - OAUTH_PROVIDERS[provider].get("picture_url", ""), + OAUTH_PROVIDERS[provider].get('picture_url', ''), ) processed_picture_url = await self._process_picture_url( - new_picture_url, token.get("access_token") + new_picture_url, token.get('access_token') ) if processed_picture_url != user.profile_image_url: - Users.update_user_profile_image_url_by_id( - user.id, processed_picture_url, db=db - ) - log.debug(f"Updated profile picture for user {user.email}") + await Users.update_user_profile_image_url_by_id(user.id, processed_picture_url, db=db) + log.debug(f'Updated profile picture for user {user.email}') else: # If the user does not exist, check if signups are enabled if auth_manager_config.ENABLE_OAUTH_SIGNUP: # Check if an existing user with the same email already exists - existing_user = Users.get_user_by_email(email, db=db) + existing_user = await Users.get_user_by_email(email, db=db) if existing_user: raise HTTPException(400, detail=ERROR_MESSAGES.EMAIL_TAKEN) @@ -1629,47 +1558,51 @@ class OAuthManager: if picture_claim: picture_url = user_data.get( picture_claim, - OAUTH_PROVIDERS[provider].get("picture_url", ""), - ) - picture_url = await self._process_picture_url( - picture_url, token.get("access_token") + OAUTH_PROVIDERS[provider].get('picture_url', ''), ) + picture_url = await self._process_picture_url(picture_url, token.get('access_token')) else: - picture_url = "/user.png" + picture_url = '/user.png' username_claim = auth_manager_config.OAUTH_USERNAME_CLAIM name = user_data.get(username_claim) if not name: - log.warning("Username claim is missing, using email as name") + log.warning('Username claim is missing, using email as name') name = email - user = Auths.insert_new_auth( + user = await Auths.insert_new_auth( email=email, - password=get_password_hash( - str(uuid.uuid4()) - ), # Random password, not used + password=get_password_hash(str(uuid.uuid4())), # Random password, not used name=name, profile_image_url=picture_url, - role=self.get_user_role(None, user_data), + role=await self.get_user_role(None, user_data), oauth=oauth_data, db=db, ) + if not user: + raise HTTPException(500, detail=ERROR_MESSAGES.CREATE_USER_ERROR) + + # Atomically check if this is the only user *after* the + # insert to avoid TOCTOU race on first-user registration. + # Matches signup_handler pattern. + if await Users.get_num_users(db=db) == 1: + await Users.update_user_role_by_id(user.id, 'admin', db=db) + user = await Users.get_user_by_id(user.id, db=db) + if auth_manager_config.WEBHOOK_URL: await post_webhook( WEBUI_NAME, auth_manager_config.WEBHOOK_URL, WEBHOOK_MESSAGES.USER_SIGNUP(user.name), { - "action": "signup", - "message": WEBHOOK_MESSAGES.USER_SIGNUP(user.name), - "user": user.model_dump_json(exclude_none=True), + 'action': 'signup', + 'message': WEBHOOK_MESSAGES.USER_SIGNUP(user.name), + 'user': user.model_dump_json(exclude_none=True), }, ) - apply_default_group_assignment( - request.app.state.config.DEFAULT_GROUP_ID, user.id, db=db - ) + await apply_default_group_assignment(request.app.state.config.DEFAULT_GROUP_ID, user.id, db=db) else: raise HTTPException( @@ -1678,14 +1611,11 @@ class OAuthManager: ) jwt_token = create_token( - data={"id": user.id}, + data={'id': user.id}, expires_delta=parse_duration(auth_manager_config.JWT_EXPIRES_IN), ) - if ( - auth_manager_config.ENABLE_OAUTH_GROUP_MANAGEMENT - and user.role != "admin" - ): - self.update_user_groups( + if auth_manager_config.ENABLE_OAUTH_GROUP_MANAGEMENT: + await self.update_user_groups( user=user, user_data=user_data, default_permissions=request.app.state.config.USER_PERMISSIONS, @@ -1693,55 +1623,59 @@ class OAuthManager: ) except Exception as e: - log.error(f"Error during OAuth process: {e}") + log.error(f'Error during OAuth process: {e}') error_message = ( e.detail if isinstance(e, HTTPException) and e.detail - else ERROR_MESSAGES.DEFAULT("Error during OAuth process") + else ERROR_MESSAGES.DEFAULT('Error during OAuth process') ) - redirect_base_url = ( - str(request.app.state.config.WEBUI_URL or request.base_url) - ).rstrip("/") - redirect_url = f"{redirect_base_url}/auth" + redirect_base_url = (str(request.app.state.config.WEBUI_URL or request.base_url)).rstrip('/') + redirect_url = f'{redirect_base_url}/auth' if error_message: - redirect_url = f"{redirect_url}?error={error_message}" + redirect_url = f'{redirect_url}?error={urllib.parse.quote_plus(error_message)}' return RedirectResponse(url=redirect_url, headers=response.headers) response = RedirectResponse(url=redirect_url, headers=response.headers) + # Compute cookie expiry from JWT lifetime + expires_delta = parse_duration(auth_manager_config.JWT_EXPIRES_IN) + cookie_max_age = int(expires_delta.total_seconds()) if expires_delta else None + # Set the cookie token # Redirect back to the frontend with the JWT token response.set_cookie( - key="token", + key='token', value=jwt_token, httponly=False, # Required for frontend access samesite=WEBUI_AUTH_COOKIE_SAME_SITE, secure=WEBUI_AUTH_COOKIE_SECURE, + **({'max_age': cookie_max_age} if cookie_max_age is not None else {}), ) # Legacy cookies for compatibility with older frontend versions if ENABLE_OAUTH_ID_TOKEN_COOKIE: response.set_cookie( - key="oauth_id_token", - value=token.get("id_token"), + key='oauth_id_token', + value=token.get('id_token'), httponly=True, samesite=WEBUI_AUTH_COOKIE_SAME_SITE, secure=WEBUI_AUTH_COOKIE_SECURE, + **({'max_age': cookie_max_age} if cookie_max_age is not None else {}), ) try: # Add timestamp for tracking - token["issued_at"] = datetime.now().timestamp() + token['issued_at'] = datetime.now().timestamp() # Calculate expires_at if we have expires_in - if "expires_in" in token and "expires_at" not in token: - token["expires_at"] = datetime.now().timestamp() + token["expires_in"] + if 'expires_in' in token and 'expires_at' not in token: + token['expires_at'] = datetime.now().timestamp() + token['expires_in'] # Enforce max concurrent sessions per user/provider to prevent # unbounded growth while allowing multi-device usage - sessions = OAuthSessions.get_sessions_by_user_id(user.id, db=db) + sessions = await OAuthSessions.get_sessions_by_user_id(user.id, db=db) provider_sessions = sorted( [session for session in sessions if session.provider == provider], key=lambda session: session.created_at, @@ -1750,9 +1684,9 @@ class OAuthManager: # Keep the newest sessions up to the limit, prune the rest if len(provider_sessions) >= OAUTH_MAX_SESSIONS_PER_USER: for old_session in provider_sessions[OAUTH_MAX_SESSIONS_PER_USER - 1 :]: - OAuthSessions.delete_session_by_id(old_session.id, db=db) + await OAuthSessions.delete_session_by_id(old_session.id, db=db) - session = OAuthSessions.create_session( + session = await OAuthSessions.create_session( user_id=user.id, provider=provider, token=token, @@ -1761,21 +1695,196 @@ class OAuthManager: if session: response.set_cookie( - key="oauth_session_id", + key='oauth_session_id', value=session.id, httponly=True, samesite=WEBUI_AUTH_COOKIE_SAME_SITE, secure=WEBUI_AUTH_COOKIE_SECURE, + **({'max_age': cookie_max_age} if cookie_max_age is not None else {}), ) - log.info( - f"Stored OAuth session server-side for user {user.id}, provider {provider}" - ) + log.info(f'Stored OAuth session server-side for user {user.id}, provider {provider}') else: - log.warning( - f"Failed to create OAuth session for user {user.id}, provider {provider}" - ) + log.warning(f'Failed to create OAuth session for user {user.id}, provider {provider}') except Exception as e: - log.error(f"Failed to store OAuth session server-side: {e}") + log.error(f'Failed to store OAuth session server-side: {e}') return response + + async def handle_backchannel_logout(self, request, db=None): + """ + Handle an OIDC Back-Channel Logout request. + Validates the logout_token, identifies the user, revokes their + sessions via Redis, and deletes their OAuth sessions. + Returns a JSONResponse per the OIDC Back-Channel Logout 1.0 spec. + """ + import jwt as pyjwt + from fastapi.responses import JSONResponse + + # 1. Extract logout_token from form body + try: + form = await request.form() + logout_token = form.get('logout_token') + except Exception: + logout_token = None + + if not logout_token: + return JSONResponse( + status_code=400, + content={'error': 'invalid_request', 'error_description': 'Missing logout_token parameter'}, + ) + + # 2. Peek at unverified issuer to match against configured providers + try: + unverified_claims = pyjwt.decode(logout_token, options={'verify_signature': False}) + token_issuer = unverified_claims.get('iss') + except Exception as e: + log.warning(f'Back-channel logout: cannot decode logout_token: {e}') + return JSONResponse( + status_code=400, + content={'error': 'invalid_request', 'error_description': 'Malformed logout_token'}, + ) + + if not token_issuer: + return JSONResponse( + status_code=400, + content={'error': 'invalid_request', 'error_description': 'logout_token missing iss claim'}, + ) + + # 3. Find the configured provider whose issuer matches the token + matched_provider = None + matched_client_id = None + matched_jwks_uri = None + matched_issuer = None + + for provider_name in OAUTH_PROVIDERS: + server_metadata_url = self.get_server_metadata_url(provider_name) + if not server_metadata_url: + continue + + try: + async with aiohttp.ClientSession(trust_env=True) as session: + async with session.get(server_metadata_url, ssl=AIOHTTP_CLIENT_SESSION_SSL) as r: + if r.status != 200: + continue + oidc_config = await r.json() + + provider_issuer = oidc_config.get('issuer') + if provider_issuer and provider_issuer == token_issuer: + client = self.get_client(provider_name) + matched_provider = provider_name + matched_client_id = client.client_id if client else None + matched_jwks_uri = oidc_config.get('jwks_uri') + matched_issuer = provider_issuer + break + except Exception as e: + log.debug(f'Back-channel logout: error checking provider {provider_name}: {e}') + continue + + if not matched_provider or not matched_client_id or not matched_jwks_uri: + log.warning(f'Back-channel logout: no configured provider matches issuer {token_issuer}') + return JSONResponse( + status_code=400, + content={'error': 'invalid_request', 'error_description': 'No configured provider matches token issuer'}, + ) + + # 4. Validate the logout_token signature and claims + try: + jwks_client = pyjwt.PyJWKClient(matched_jwks_uri) + signing_key = jwks_client.get_signing_key_from_jwt(logout_token) + + claims = pyjwt.decode( + logout_token, + signing_key.key, + algorithms=['RS256', 'RS384', 'RS512', 'ES256', 'ES384', 'ES512'], + audience=matched_client_id, + issuer=matched_issuer, + options={ + 'require': ['iss', 'aud', 'iat', 'events'], + }, + ) + except pyjwt.InvalidTokenError as e: + log.warning(f'Back-channel logout: invalid logout_token: {e}') + return JSONResponse( + status_code=400, + content={'error': 'invalid_request', 'error_description': f'Invalid logout_token: {e}'}, + ) + except Exception as e: + log.error(f'Back-channel logout: error validating logout_token: {e}') + return JSONResponse( + status_code=400, + content={'error': 'invalid_request', 'error_description': 'Failed to validate logout_token'}, + ) + + # 5. Validate events claim per spec + events = claims.get('events', {}) + if 'http://schemas.openid.net/event/backchannel-logout' not in events: + log.warning('Back-channel logout: missing required backchannel-logout event claim') + return JSONResponse( + status_code=400, + content={'error': 'invalid_request', 'error_description': 'Missing backchannel-logout event claim'}, + ) + + # 6. Per spec, back-channel logout tokens MUST NOT contain a nonce + if 'nonce' in claims: + log.warning('Back-channel logout: logout_token contains nonce (rejected per spec)') + return JSONResponse( + status_code=400, + content={'error': 'invalid_request', 'error_description': 'logout_token must not contain nonce'}, + ) + + # 7. Extract sub and/or sid — at least one must be present + sub = claims.get('sub') + sid = claims.get('sid') + + if not sub and not sid: + log.warning('Back-channel logout: logout_token contains neither sub nor sid') + return JSONResponse( + status_code=400, + content={'error': 'invalid_request', 'error_description': 'logout_token must contain sub or sid'}, + ) + + # 8. Identify users to log out + users_to_logout = [] + if sub: + user = await Users.get_user_by_oauth_sub(matched_provider, sub, db=db) + if user: + users_to_logout.append(user) + + if not users_to_logout and sid: + log.info(f'Back-channel logout: no user found by sub, sid-based lookup not yet supported (sid={sid})') + + if not users_to_logout: + log.info(f'Back-channel logout: no matching user for provider={matched_provider}, sub={sub}, sid={sid}') + return JSONResponse(status_code=200, content={}) + + # 9. Revoke tokens and delete sessions + redis = request.app.state.redis + if not redis: + log.warning( + 'Back-channel logout: Redis not configured, cannot revoke JWT tokens. ' + 'OAuth sessions will be deleted but existing JWTs will remain valid until expiry.' + ) + + revoked_count = 0 + for user in users_to_logout: + sessions = await OAuthSessions.get_sessions_by_user_id(user.id, db=db) + for oauth_session in sessions: + await OAuthSessions.delete_session_by_id(oauth_session.id, db=db) + + if redis: + revocation_key = f'{REDIS_KEY_PREFIX}:auth:user:{user.id}:revoked_at' + await redis.set( + revocation_key, + str(int(time.time())), + ex=60 * 60 * 24 * 30, + ) + revoked_count += 1 + + log.info( + f'Back-channel logout: revoked sessions for user {user.id} ' + f'(email={user.email}, provider={matched_provider}, sessions_deleted={len(sessions)})' + ) + + log.info(f'Back-channel logout: completed for {len(users_to_logout)} user(s), {revoked_count} revocation(s) set') + return JSONResponse(status_code=200, content={}) diff --git a/backend/open_webui/utils/payload.py b/backend/open_webui/utils/payload.py index 168ec893b2..440927caf1 100644 --- a/backend/open_webui/utils/payload.py +++ b/backend/open_webui/utils/payload.py @@ -10,6 +10,8 @@ import copy import json +# What goes out cannot be taken back. Let it be shaped +# well before it leaves this place. # inplace function: form_data is modified def apply_system_prompt_to_body( system: Optional[str], @@ -23,7 +25,7 @@ def apply_system_prompt_to_body( # Metadata (WebUI Usage) if metadata: - variables = metadata.get("variables", {}) + variables = metadata.get('variables', {}) if variables: system = prompt_variables_template(system, variables) @@ -31,21 +33,15 @@ def apply_system_prompt_to_body( system = prompt_template(system, user) if replace: - form_data["messages"] = replace_system_message_content( - system, form_data.get("messages", []) - ) + form_data['messages'] = replace_system_message_content(system, form_data.get('messages', [])) else: - form_data["messages"] = add_or_update_system_message( - system, form_data.get("messages", []) - ) + form_data['messages'] = add_or_update_system_message(system, form_data.get('messages', [])) return form_data # inplace function: form_data is modified -def apply_model_params_to_body( - params: dict, form_data: dict, mappings: dict[str, Callable] -) -> dict: +def apply_model_params_to_body(params: dict, form_data: dict, mappings: dict[str, Callable]) -> dict: if not params: return form_data @@ -72,11 +68,11 @@ def remove_open_webui_params(params: dict) -> dict: dict: The modified dictionary with OpenWebUI parameters removed. """ open_webui_params = { - "stream_response": bool, - "stream_delta_chunk_size": int, - "function_calling": str, - "reasoning_tags": list, - "system": str, + 'stream_response': bool, + 'stream_delta_chunk_size': int, + 'function_calling': str, + 'reasoning_tags': list, + 'system': str, } for key in list(params.keys()): @@ -90,7 +86,7 @@ def remove_open_webui_params(params: dict) -> dict: def apply_model_params_to_body_openai(params: dict, form_data: dict) -> dict: params = remove_open_webui_params(params) - custom_params = params.pop("custom_params", {}) + custom_params = params.pop('custom_params', {}) if custom_params: # Attempt to parse custom_params if they are strings for key, value in custom_params.items(): @@ -106,17 +102,17 @@ def apply_model_params_to_body_openai(params: dict, form_data: dict) -> dict: params = deep_update(params, custom_params) mappings = { - "temperature": float, - "top_p": float, - "min_p": float, - "max_tokens": int, - "frequency_penalty": float, - "presence_penalty": float, - "reasoning_effort": str, - "seed": lambda x: x, - "stop": lambda x: [bytes(s, "utf-8").decode("unicode_escape") for s in x], - "logit_bias": lambda x: x, - "response_format": dict, + 'temperature': float, + 'top_p': float, + 'min_p': float, + 'max_tokens': int, + 'frequency_penalty': float, + 'presence_penalty': float, + 'reasoning_effort': str, + 'seed': lambda x: x, + 'stop': lambda x: [bytes(s, 'utf-8').decode('unicode_escape') for s in x], + 'logit_bias': lambda x: x, + 'response_format': dict, } return apply_model_params_to_body(params, form_data, mappings) @@ -124,7 +120,7 @@ def apply_model_params_to_body_openai(params: dict, form_data: dict) -> dict: def apply_model_params_to_body_ollama(params: dict, form_data: dict) -> dict: params = remove_open_webui_params(params) - custom_params = params.pop("custom_params", {}) + custom_params = params.pop('custom_params', {}) if custom_params: # Attempt to parse custom_params if they are strings for key, value in custom_params.items(): @@ -141,7 +137,7 @@ def apply_model_params_to_body_ollama(params: dict, form_data: dict) -> dict: # Convert OpenAI parameter names to Ollama parameter names if needed. name_differences = { - "max_tokens": "num_predict", + 'max_tokens': 'num_predict', } for key, value in name_differences.items(): @@ -152,27 +148,27 @@ def apply_model_params_to_body_ollama(params: dict, form_data: dict) -> dict: # See https://github.com/ollama/ollama/blob/main/docs/api.md#request-8 mappings = { - "temperature": float, - "top_p": float, - "seed": lambda x: x, - "mirostat": int, - "mirostat_eta": float, - "mirostat_tau": float, - "num_ctx": int, - "num_batch": int, - "num_keep": int, - "num_predict": int, - "repeat_last_n": int, - "top_k": int, - "min_p": float, - "repeat_penalty": float, - "presence_penalty": float, - "frequency_penalty": float, - "stop": lambda x: [bytes(s, "utf-8").decode("unicode_escape") for s in x], - "num_gpu": int, - "use_mmap": bool, - "use_mlock": bool, - "num_thread": int, + 'temperature': float, + 'top_p': float, + 'seed': lambda x: x, + 'mirostat': int, + 'mirostat_eta': float, + 'mirostat_tau': float, + 'num_ctx': int, + 'num_batch': int, + 'num_keep': int, + 'num_predict': int, + 'repeat_last_n': int, + 'top_k': int, + 'min_p': float, + 'repeat_penalty': float, + 'presence_penalty': float, + 'frequency_penalty': float, + 'stop': lambda x: [bytes(s, 'utf-8').decode('unicode_escape') for s in x], + 'num_gpu': int, + 'use_mmap': bool, + 'use_mlock': bool, + 'num_thread': int, } def parse_json(value: str) -> dict: @@ -185,9 +181,9 @@ def apply_model_params_to_body_ollama(params: dict, form_data: dict) -> dict: return value ollama_root_params = { - "format": lambda x: parse_json(x), - "keep_alive": lambda x: parse_json(x), - "think": lambda x: x, + 'format': lambda x: parse_json(x), + 'keep_alive': lambda x: parse_json(x), + 'think': lambda x: x, } for key, value in ollama_root_params.items(): @@ -197,9 +193,7 @@ def apply_model_params_to_body_ollama(params: dict, form_data: dict) -> dict: del params[key] # Unlike OpenAI, Ollama does not support params directly in the body - form_data["options"] = apply_model_params_to_body( - params, (form_data.get("options", {}) or {}), mappings - ) + form_data['options'] = apply_model_params_to_body(params, (form_data.get('options', {}) or {}), mappings) return form_data @@ -208,68 +202,66 @@ def convert_messages_openai_to_ollama(messages: list[dict]) -> list[dict]: for message in messages: # Initialize the new message structure with the role - new_message = {"role": message["role"]} + new_message = {'role': message['role']} - content = message.get("content", []) - tool_calls = message.get("tool_calls", None) - tool_call_id = message.get("tool_call_id", None) + content = message.get('content', []) + tool_calls = message.get('tool_calls', None) + tool_call_id = message.get('tool_call_id', None) # Check if the content is a string (just a simple message) if isinstance(content, str) and not tool_calls: # If the content is a string, it's pure text - new_message["content"] = content + new_message['content'] = content # If message is a tool call, add the tool call id to the message if tool_call_id: - new_message["tool_call_id"] = tool_call_id + new_message['tool_call_id'] = tool_call_id elif tool_calls: # If tool calls are present, add them to the message ollama_tool_calls = [] for tool_call in tool_calls: ollama_tool_call = { - "index": tool_call.get("index", 0), - "id": tool_call.get("id", None), - "function": { - "name": tool_call.get("function", {}).get("name", ""), - "arguments": json.loads( - tool_call.get("function", {}).get("arguments", {}) - ), + 'index': tool_call.get('index', 0), + 'id': tool_call.get('id', None), + 'function': { + 'name': tool_call.get('function', {}).get('name', ''), + 'arguments': json.loads(tool_call.get('function', {}).get('arguments', {})), }, } ollama_tool_calls.append(ollama_tool_call) - new_message["tool_calls"] = ollama_tool_calls + new_message['tool_calls'] = ollama_tool_calls # Put the content to empty string (Ollama requires an empty string for tool calls) - new_message["content"] = "" + new_message['content'] = '' else: # Otherwise, assume the content is a list of dicts, e.g., text followed by an image URL - content_text = "" + content_text = '' images = [] # Iterate through the list of content items for item in content: # Check if it's a text type - if item.get("type") == "text": - content_text += item.get("text", "") + if item.get('type') == 'text': + content_text += item.get('text', '') # Check if it's an image URL type - elif item.get("type") == "image_url": - img_url = item.get("image_url", {}).get("url", "") + elif item.get('type') == 'image_url': + img_url = item.get('image_url', {}).get('url', '') if img_url: # If the image url starts with data:, it's a base64 image and should be trimmed - if img_url.startswith("data:"): - img_url = img_url.split(",")[-1] + if img_url.startswith('data:'): + img_url = img_url.split(',')[-1] images.append(img_url) # Add content text (if any) if content_text: - new_message["content"] = content_text.strip() + new_message['content'] = content_text.strip() # Add images (if any) if images: - new_message["images"] = images + new_message['images'] = images # Append the new formatted message to the result ollama_messages.append(new_message) @@ -288,31 +280,27 @@ def convert_payload_openai_to_ollama(openai_payload: dict) -> dict: dict: A modified payload compatible with the Ollama API. """ # Shallow copy metadata separately (may contain non-picklable objects) - metadata = openai_payload.get("metadata") - openai_payload = copy.deepcopy( - {k: v for k, v in openai_payload.items() if k != "metadata"} - ) + metadata = openai_payload.get('metadata') + openai_payload = copy.deepcopy({k: v for k, v in openai_payload.items() if k != 'metadata'}) if metadata is not None: - openai_payload["metadata"] = dict(metadata) + openai_payload['metadata'] = dict(metadata) ollama_payload = {} # Mapping basic model and message details - ollama_payload["model"] = openai_payload.get("model") - ollama_payload["messages"] = convert_messages_openai_to_ollama( - openai_payload.get("messages") - ) - ollama_payload["stream"] = openai_payload.get("stream", False) - if "tools" in openai_payload: - ollama_payload["tools"] = openai_payload["tools"] + ollama_payload['model'] = openai_payload.get('model') + ollama_payload['messages'] = convert_messages_openai_to_ollama(openai_payload.get('messages')) + ollama_payload['stream'] = openai_payload.get('stream', False) + if 'tools' in openai_payload: + ollama_payload['tools'] = openai_payload['tools'] - if "max_tokens" in openai_payload: - ollama_payload["num_predict"] = openai_payload["max_tokens"] - del openai_payload["max_tokens"] + if 'max_tokens' in openai_payload: + ollama_payload['num_predict'] = openai_payload['max_tokens'] + del openai_payload['max_tokens'] # If there are advanced parameters in the payload, format them in Ollama's options field - if openai_payload.get("options"): - ollama_payload["options"] = openai_payload["options"] - ollama_options = openai_payload["options"] + if openai_payload.get('options'): + ollama_payload['options'] = openai_payload['options'] + ollama_options = openai_payload['options'] def parse_json(value: str) -> dict: """ @@ -324,9 +312,9 @@ def convert_payload_openai_to_ollama(openai_payload: dict) -> dict: return value ollama_root_params = { - "format": lambda x: parse_json(x), - "keep_alive": lambda x: parse_json(x), - "think": lambda x: x, + 'format': lambda x: parse_json(x), + 'keep_alive': lambda x: parse_json(x), + 'think': lambda x: x, } # Ollama's options field can contain parameters that should be at the root level. @@ -337,35 +325,35 @@ def convert_payload_openai_to_ollama(openai_payload: dict) -> dict: del ollama_options[key] # Re-Mapping OpenAI's `max_tokens` -> Ollama's `num_predict` - if "max_tokens" in ollama_options: - ollama_options["num_predict"] = ollama_options["max_tokens"] - del ollama_options["max_tokens"] + if 'max_tokens' in ollama_options: + ollama_options['num_predict'] = ollama_options['max_tokens'] + del ollama_options['max_tokens'] # Ollama lacks a "system" prompt option. It has to be provided as a direct parameter, so we copy it down. # Comment: Not sure why this is needed, but we'll keep it for compatibility. - if "system" in ollama_options: - ollama_payload["system"] = ollama_options["system"] - del ollama_options["system"] + if 'system' in ollama_options: + ollama_payload['system'] = ollama_options['system'] + del ollama_options['system'] - ollama_payload["options"] = ollama_options + ollama_payload['options'] = ollama_options # If there is the "stop" parameter in the openai_payload, remap it to the ollama_payload.options - if "stop" in openai_payload: - ollama_options = ollama_payload.get("options", {}) - ollama_options["stop"] = openai_payload.get("stop") - ollama_payload["options"] = ollama_options + if 'stop' in openai_payload: + ollama_options = ollama_payload.get('options', {}) + ollama_options['stop'] = openai_payload.get('stop') + ollama_payload['options'] = ollama_options - if "metadata" in openai_payload: - ollama_payload["metadata"] = openai_payload["metadata"] + if 'metadata' in openai_payload: + ollama_payload['metadata'] = openai_payload['metadata'] - if "response_format" in openai_payload: - response_format = openai_payload["response_format"] - format_type = response_format.get("type", None) + if 'response_format' in openai_payload: + response_format = openai_payload['response_format'] + format_type = response_format.get('type', None) schema = response_format.get(format_type, None) if schema: - format = schema.get("schema", None) - ollama_payload["format"] = format + format = schema.get('schema', None) + ollama_payload['format'] = format return ollama_payload @@ -380,19 +368,19 @@ def convert_embedding_payload_openai_to_ollama(openai_payload: dict) -> dict: Returns: dict: A payload compatible with the Ollama API embeddings endpoint. """ - ollama_payload = {"model": openai_payload.get("model")} - input_value = openai_payload.get("input") + ollama_payload = {'model': openai_payload.get('model')} + input_value = openai_payload.get('input') # Ollama expects 'input' as a list, and 'prompt' as a single string. if isinstance(input_value, list): - ollama_payload["input"] = input_value - ollama_payload["prompt"] = "\n".join(str(x) for x in input_value) + ollama_payload['input'] = input_value + ollama_payload['prompt'] = '\n'.join(str(x) for x in input_value) else: - ollama_payload["input"] = [input_value] - ollama_payload["prompt"] = str(input_value) + ollama_payload['input'] = [input_value] + ollama_payload['prompt'] = str(input_value) # Optionally forward other fields if present - for optional_key in ("options", "truncate", "keep_alive"): + for optional_key in ('options', 'truncate', 'keep_alive'): if optional_key in openai_payload: ollama_payload[optional_key] = openai_payload[optional_key] @@ -411,14 +399,14 @@ def convert_embed_payload_openai_to_ollama(openai_payload: dict) -> dict: Returns: dict: A payload compatible with the Ollama /api/embed endpoint. """ - ollama_payload = {"model": openai_payload.get("model")} - input_value = openai_payload.get("input") + ollama_payload = {'model': openai_payload.get('model')} + input_value = openai_payload.get('input') # /api/embed accepts 'input' as a string or list of strings directly - ollama_payload["input"] = input_value + ollama_payload['input'] = input_value # Optionally forward other fields if present - for optional_key in ("truncate", "options", "keep_alive"): + for optional_key in ('truncate', 'options', 'keep_alive'): if optional_key in openai_payload: ollama_payload[optional_key] = openai_payload[optional_key] diff --git a/backend/open_webui/utils/pdf_generator.py b/backend/open_webui/utils/pdf_generator.py index c137b49da0..3db4297a21 100644 --- a/backend/open_webui/utils/pdf_generator.py +++ b/backend/open_webui/utils/pdf_generator.py @@ -29,32 +29,32 @@ class PDFGenerator: self.messages_html = None self.form_data = form_data - self.css = Path(STATIC_DIR / "assets" / "pdf-style.css").read_text() + self.css = Path(STATIC_DIR / 'assets' / 'pdf-style.css').read_text() def format_timestamp(self, timestamp: float) -> str: """Convert a UNIX timestamp to a formatted date string.""" try: date_time = datetime.fromtimestamp(timestamp) - return date_time.strftime("%Y-%m-%d, %H:%M:%S") + return date_time.strftime('%Y-%m-%d, %H:%M:%S') except (ValueError, TypeError) as e: # Log the error if necessary - return "" + return '' def _build_html_message(self, message: Dict[str, Any]) -> str: """Build HTML for a single message.""" - role = escape(message.get("role", "user")) - content = escape(message.get("content", "")) - timestamp = message.get("timestamp") + role = escape(message.get('role', 'user')) + content = escape(message.get('content', '')) + timestamp = message.get('timestamp') - model = escape(message.get("model") if role == "assistant" else "") + model = escape(message.get('model') if role == 'assistant' else '') - date_str = escape(self.format_timestamp(timestamp) if timestamp else "") + date_str = escape(self.format_timestamp(timestamp) if timestamp else '') # extends pymdownx extension to convert markdown to html. # - https://facelessuser.github.io/pymdown-extensions/usage_notes/ # html_content = markdown(content, extensions=["pymdownx.extra"]) - content = content.replace("\n", "
") + content = content.replace('\n', '
') html_message = f"""
@@ -106,32 +106,28 @@ class PDFGenerator: # When running using `pip install` the static directory is in the site packages. if not FONTS_DIR.exists(): - FONTS_DIR = Path(site.getsitepackages()[0]) / "static/fonts" + FONTS_DIR = Path(site.getsitepackages()[0]) / 'static/fonts' # When running using `pip install -e .` the static directory is in the site packages. # This path only works if `open-webui serve` is run from the root of this project. if not FONTS_DIR.exists(): - FONTS_DIR = Path(".") / "backend" / "static" / "fonts" + FONTS_DIR = Path('.') / 'backend' / 'static' / 'fonts' - pdf.add_font("NotoSans", "", f"{FONTS_DIR}/NotoSans-Regular.ttf") - pdf.add_font("NotoSans", "b", f"{FONTS_DIR}/NotoSans-Bold.ttf") - pdf.add_font("NotoSans", "i", f"{FONTS_DIR}/NotoSans-Italic.ttf") - pdf.add_font("NotoSansKR", "", f"{FONTS_DIR}/NotoSansKR-Regular.ttf") - pdf.add_font("NotoSansJP", "", f"{FONTS_DIR}/NotoSansJP-Regular.ttf") - pdf.add_font("NotoSansSC", "", f"{FONTS_DIR}/NotoSansSC-Regular.ttf") - pdf.add_font("Twemoji", "", f"{FONTS_DIR}/Twemoji.ttf") + pdf.add_font('NotoSans', '', f'{FONTS_DIR}/NotoSans-Regular.ttf') + pdf.add_font('NotoSans', 'b', f'{FONTS_DIR}/NotoSans-Bold.ttf') + pdf.add_font('NotoSans', 'i', f'{FONTS_DIR}/NotoSans-Italic.ttf') + pdf.add_font('NotoSansKR', '', f'{FONTS_DIR}/NotoSansKR-Regular.ttf') + pdf.add_font('NotoSansJP', '', f'{FONTS_DIR}/NotoSansJP-Regular.ttf') + pdf.add_font('NotoSansSC', '', f'{FONTS_DIR}/NotoSansSC-Regular.ttf') + pdf.add_font('Twemoji', '', f'{FONTS_DIR}/Twemoji.ttf') - pdf.set_font("NotoSans", size=12) - pdf.set_fallback_fonts( - ["NotoSansKR", "NotoSansJP", "NotoSansSC", "Twemoji"] - ) + pdf.set_font('NotoSans', size=12) + pdf.set_fallback_fonts(['NotoSansKR', 'NotoSansJP', 'NotoSansSC', 'Twemoji']) pdf.set_auto_page_break(auto=True, margin=15) # Build HTML messages - messages_html_list: List[str] = [ - self._build_html_message(msg) for msg in self.form_data.messages - ] - self.messages_html = "
" + "".join(messages_html_list) + "
" + messages_html_list: List[str] = [self._build_html_message(msg) for msg in self.form_data.messages] + self.messages_html = '
' + ''.join(messages_html_list) + '
' # Generate full HTML body self.html_body = self._generate_html_body() diff --git a/backend/open_webui/utils/plugin.py b/backend/open_webui/utils/plugin.py index a2d7b9ad11..84671bbd3b 100644 --- a/backend/open_webui/utils/plugin.py +++ b/backend/open_webui/utils/plugin.py @@ -20,9 +20,7 @@ from open_webui.models.tools import Tools log = logging.getLogger(__name__) -def resolve_valves_schema_options( - valves_class: type, schema: dict, user: Any = None -) -> dict: +def resolve_valves_schema_options(valves_class: type, schema: dict, user: Any = None) -> dict: """ Resolve dynamic options in a Valves schema. @@ -66,16 +64,16 @@ def resolve_valves_schema_options( Returns: Modified schema dict with resolved options """ - if not schema or "properties" not in schema: + if not schema or 'properties' not in schema: return schema # Make a copy to avoid mutating the original schema = dict(schema) - schema["properties"] = dict(schema.get("properties", {})) + schema['properties'] = dict(schema.get('properties', {})) - for prop_name, prop_schema in list(schema["properties"].items()): + for prop_name, prop_schema in list(schema['properties'].items()): # Get the original field info from the Pydantic model - if not hasattr(valves_class, "model_fields"): + if not hasattr(valves_class, 'model_fields'): continue field_info = valves_class.model_fields.get(prop_name) @@ -87,11 +85,11 @@ def resolve_valves_schema_options( if not json_schema_extra or not isinstance(json_schema_extra, dict): continue - input_config = json_schema_extra.get("input") + input_config = json_schema_extra.get('input') if not input_config or not isinstance(input_config, dict): continue - options = input_config.get("options") + options = input_config.get('options') if options is None: continue @@ -105,9 +103,7 @@ def resolve_valves_schema_options( elif isinstance(options, str) and options: method = getattr(valves_class, options, None) if method is None or not callable(method): - log.warning( - f"options '{options}' not found or not callable on {valves_class.__name__}" - ) + log.warning(f"options '{options}' not found or not callable on {valves_class.__name__}") continue try: @@ -118,40 +114,32 @@ def resolve_valves_schema_options( # Prepare kwargs based on what the method accepts kwargs = {} - if "__user__" in params and user is not None: - kwargs["__user__"] = ( - user.model_dump() if hasattr(user, "model_dump") else user - ) - if "user" in params and user is not None: - kwargs["user"] = ( - user.model_dump() if hasattr(user, "model_dump") else user - ) + if '__user__' in params and user is not None: + kwargs['__user__'] = user.model_dump() if hasattr(user, 'model_dump') else user + if 'user' in params and user is not None: + kwargs['user'] = user.model_dump() if hasattr(user, 'model_dump') else user resolved_options = method(**kwargs) if kwargs else method() # Validate return type if not isinstance(resolved_options, list): - log.warning( - f"Method '{options}' did not return a list for {prop_name}" - ) + log.warning(f"Method '{options}' did not return a list for {prop_name}") continue except Exception as e: - log.warning(f"Failed to resolve options for {prop_name}: {e}") + log.warning(f'Failed to resolve options for {prop_name}: {e}') continue else: # Invalid options type - skip continue # Update the schema with resolved options - schema["properties"][prop_name] = dict(prop_schema) - if "input" not in schema["properties"][prop_name]: - schema["properties"][prop_name]["input"] = {"type": "select"} + schema['properties'][prop_name] = dict(prop_schema) + if 'input' not in schema['properties'][prop_name]: + schema['properties'][prop_name]['input'] = {'type': 'select'} else: - schema["properties"][prop_name]["input"] = dict( - schema["properties"][prop_name].get("input", {}) - ) - schema["properties"][prop_name]["input"]["options"] = resolved_options + schema['properties'][prop_name]['input'] = dict(schema['properties'][prop_name].get('input', {})) + schema['properties'][prop_name]['input']['options'] = resolved_options return schema @@ -163,7 +151,7 @@ def extract_frontmatter(content): frontmatter = {} frontmatter_started = False frontmatter_ended = False - frontmatter_pattern = re.compile(r"^\s*([a-z_]+):\s*(.*)\s*$", re.IGNORECASE) + frontmatter_pattern = re.compile(r'^\s*([a-z_]+):\s*(.*)\s*$', re.IGNORECASE) try: lines = content.splitlines() @@ -186,7 +174,7 @@ def extract_frontmatter(content): frontmatter[key.strip()] = value.strip() except Exception as e: - log.exception(f"Failed to extract frontmatter: {e}") + log.exception(f'Failed to extract frontmatter: {e}') return {} return frontmatter @@ -197,10 +185,10 @@ def replace_imports(content): Replace the import paths in the content. """ replacements = { - "from utils": "from open_webui.utils", - "from apps": "from open_webui.apps", - "from main": "from open_webui.main", - "from config": "from open_webui.config", + 'from utils': 'from open_webui.utils', + 'from apps': 'from open_webui.apps', + 'from main': 'from open_webui.main', + 'from config': 'from open_webui.config', } for old, new in replacements.items(): @@ -209,23 +197,24 @@ def replace_imports(content): return content -def load_tool_module_by_id(tool_id, content=None): - +# May the intent of the one who wrote it survive every +# import and transformation, as a deed survives the generations. +async def load_tool_module_by_id(tool_id, content=None): if content is None: - tool = Tools.get_tool_by_id(tool_id) + tool = await Tools.get_tool_by_id(tool_id) if not tool: - raise Exception(f"Toolkit not found: {tool_id}") + raise Exception(f'Toolkit not found: {tool_id}') content = tool.content content = replace_imports(content) - Tools.update_tool_by_id(tool_id, {"content": content}) + await Tools.update_tool_by_id(tool_id, {'content': content}) else: frontmatter = extract_frontmatter(content) # Install required packages found within the frontmatter - install_frontmatter_requirements(frontmatter.get("requirements", "")) + install_frontmatter_requirements(frontmatter.get('requirements', '')) - module_name = f"tool_{tool_id}" + module_name = f'tool_{tool_id}' module = types.ModuleType(module_name) sys.modules[module_name] = module @@ -234,42 +223,42 @@ def load_tool_module_by_id(tool_id, content=None): temp_file = tempfile.NamedTemporaryFile(delete=False) temp_file.close() try: - with open(temp_file.name, "w", encoding="utf-8") as f: + with open(temp_file.name, 'w', encoding='utf-8') as f: f.write(content) - module.__dict__["__file__"] = temp_file.name + module.__dict__['__file__'] = temp_file.name # Executing the modified content in the created module's namespace exec(content, module.__dict__) frontmatter = extract_frontmatter(content) - log.info(f"Loaded module: {module.__name__}") + log.info(f'Loaded module: {module.__name__}') # Create and return the object if the class 'Tools' is found in the module - if hasattr(module, "Tools"): + if hasattr(module, 'Tools'): return module.Tools(), frontmatter else: - raise Exception("No Tools class found in the module") + raise Exception('No Tools class found in the module') except Exception as e: - log.error(f"Error loading module: {tool_id}: {e}") + log.error(f'Error loading module: {tool_id}: {e}') del sys.modules[module_name] # Clean up raise e finally: os.unlink(temp_file.name) -def load_function_module_by_id(function_id: str, content: str | None = None): +async def load_function_module_by_id(function_id: str, content: str | None = None): if content is None: - function = Functions.get_function_by_id(function_id) + function = await Functions.get_function_by_id(function_id) if not function: - raise Exception(f"Function not found: {function_id}") + raise Exception(f'Function not found: {function_id}') content = function.content content = replace_imports(content) - Functions.update_function_by_id(function_id, {"content": content}) + await Functions.update_function_by_id(function_id, {'content': content}) else: frontmatter = extract_frontmatter(content) - install_frontmatter_requirements(frontmatter.get("requirements", "")) + install_frontmatter_requirements(frontmatter.get('requirements', '')) - module_name = f"function_{function_id}" + module_name = f'function_{function_id}' module = types.ModuleType(module_name) sys.modules[module_name] = module @@ -278,69 +267,66 @@ def load_function_module_by_id(function_id: str, content: str | None = None): temp_file = tempfile.NamedTemporaryFile(delete=False) temp_file.close() try: - with open(temp_file.name, "w", encoding="utf-8") as f: + with open(temp_file.name, 'w', encoding='utf-8') as f: f.write(content) - module.__dict__["__file__"] = temp_file.name + module.__dict__['__file__'] = temp_file.name # Execute the modified content in the created module's namespace exec(content, module.__dict__) frontmatter = extract_frontmatter(content) - log.info(f"Loaded module: {module.__name__}") + log.info(f'Loaded module: {module.__name__}') # Create appropriate object based on available class type in the module - if hasattr(module, "Pipe"): - return module.Pipe(), "pipe", frontmatter - elif hasattr(module, "Filter"): - return module.Filter(), "filter", frontmatter - elif hasattr(module, "Action"): - return module.Action(), "action", frontmatter + if hasattr(module, 'Pipe'): + return module.Pipe(), 'pipe', frontmatter + elif hasattr(module, 'Filter'): + return module.Filter(), 'filter', frontmatter + elif hasattr(module, 'Action'): + return module.Action(), 'action', frontmatter else: - raise Exception("No Function class found in the module") + raise Exception('No Function class found in the module') except Exception as e: - log.error(f"Error loading module: {function_id}: {e}") + log.error(f'Error loading module: {function_id}: {e}') # Cleanup by removing the module in case of error del sys.modules[module_name] - Functions.update_function_by_id(function_id, {"is_active": False}) + await Functions.update_function_by_id(function_id, {'is_active': False}) raise e finally: os.unlink(temp_file.name) -def get_tool_module_from_cache(request, tool_id, load_from_db=True): +async def get_tool_module_from_cache(request, tool_id, load_from_db=True): if load_from_db: # Always load from the database by default - tool = Tools.get_tool_by_id(tool_id) + tool = await Tools.get_tool_by_id(tool_id) if not tool: - raise Exception(f"Tool not found: {tool_id}") + raise Exception(f'Tool not found: {tool_id}') content = tool.content new_content = replace_imports(content) if new_content != content: content = new_content # Update the tool content in the database - Tools.update_tool_by_id(tool_id, {"content": content}) + await Tools.update_tool_by_id(tool_id, {'content': content}) - if ( - hasattr(request.app.state, "TOOL_CONTENTS") - and tool_id in request.app.state.TOOL_CONTENTS - ) and ( - hasattr(request.app.state, "TOOLS") and tool_id in request.app.state.TOOLS + if (hasattr(request.app.state, 'TOOL_CONTENTS') and tool_id in request.app.state.TOOL_CONTENTS) and ( + hasattr(request.app.state, 'TOOLS') and tool_id in request.app.state.TOOLS ): if request.app.state.TOOL_CONTENTS[tool_id] == content: return request.app.state.TOOLS[tool_id], None - tool_module, frontmatter = load_tool_module_by_id(tool_id, content) + tool_module, frontmatter = await load_tool_module_by_id(tool_id, content) else: - if hasattr(request.app.state, "TOOLS") and tool_id in request.app.state.TOOLS: + if hasattr(request.app.state, 'TOOLS') and tool_id in request.app.state.TOOLS: return request.app.state.TOOLS[tool_id], None - tool_module, frontmatter = load_tool_module_by_id(tool_id) + tool_module, frontmatter = await load_tool_module_by_id(tool_id) - if not hasattr(request.app.state, "TOOLS"): + if not hasattr(request.app.state, 'TOOLS'): request.app.state.TOOLS = {} - if not hasattr(request.app.state, "TOOL_CONTENTS"): + if not hasattr(request.app.state, 'TOOL_CONTENTS'): request.app.state.TOOL_CONTENTS = {} request.app.state.TOOLS[tool_id] = tool_module @@ -349,54 +335,43 @@ def get_tool_module_from_cache(request, tool_id, load_from_db=True): return tool_module, frontmatter -def get_function_module_from_cache(request, function_id, load_from_db=True): +async def get_function_module_from_cache(request, function_id, load_from_db=True): if load_from_db: # Always load from the database by default # This is useful for hooks like "inlet" or "outlet" where the content might change # and we want to ensure the latest content is used. - function = Functions.get_function_by_id(function_id) + function = await Functions.get_function_by_id(function_id) if not function: - raise Exception(f"Function not found: {function_id}") + raise Exception(f'Function not found: {function_id}') content = function.content new_content = replace_imports(content) if new_content != content: content = new_content # Update the function content in the database - Functions.update_function_by_id(function_id, {"content": content}) + await Functions.update_function_by_id(function_id, {'content': content}) if ( - hasattr(request.app.state, "FUNCTION_CONTENTS") - and function_id in request.app.state.FUNCTION_CONTENTS - ) and ( - hasattr(request.app.state, "FUNCTIONS") - and function_id in request.app.state.FUNCTIONS - ): + hasattr(request.app.state, 'FUNCTION_CONTENTS') and function_id in request.app.state.FUNCTION_CONTENTS + ) and (hasattr(request.app.state, 'FUNCTIONS') and function_id in request.app.state.FUNCTIONS): if request.app.state.FUNCTION_CONTENTS[function_id] == content: return request.app.state.FUNCTIONS[function_id], None, None - function_module, function_type, frontmatter = load_function_module_by_id( - function_id, content - ) + function_module, function_type, frontmatter = await load_function_module_by_id(function_id, content) else: # Load from cache (e.g. "stream" hook) # This is useful for performance reasons - if ( - hasattr(request.app.state, "FUNCTIONS") - and function_id in request.app.state.FUNCTIONS - ): + if hasattr(request.app.state, 'FUNCTIONS') and function_id in request.app.state.FUNCTIONS: return request.app.state.FUNCTIONS[function_id], None, None - function_module, function_type, frontmatter = load_function_module_by_id( - function_id - ) + function_module, function_type, frontmatter = await load_function_module_by_id(function_id) - if not hasattr(request.app.state, "FUNCTIONS"): + if not hasattr(request.app.state, 'FUNCTIONS'): request.app.state.FUNCTIONS = {} - if not hasattr(request.app.state, "FUNCTION_CONTENTS"): + if not hasattr(request.app.state, 'FUNCTION_CONTENTS'): request.app.state.FUNCTION_CONTENTS = {} request.app.state.FUNCTIONS[function_id] = function_module @@ -407,34 +382,29 @@ def get_function_module_from_cache(request, function_id, load_from_db=True): def install_frontmatter_requirements(requirements: str): if not ENABLE_PIP_INSTALL_FRONTMATTER_REQUIREMENTS: - log.info( - "ENABLE_PIP_INSTALL_FRONTMATTER_REQUIREMENTS is disabled, skipping installation of requirements." - ) + log.info('ENABLE_PIP_INSTALL_FRONTMATTER_REQUIREMENTS is disabled, skipping installation of requirements.') return if OFFLINE_MODE: - log.info("Offline mode enabled, skipping installation of requirements.") + log.info('Offline mode enabled, skipping installation of requirements.') return if requirements: try: - req_list = [req.strip() for req in requirements.split(",")] - log.info(f"Installing requirements: {' '.join(req_list)}") + req_list = [req.strip() for req in requirements.split(',')] + log.info(f'Installing requirements: {" ".join(req_list)}') subprocess.check_call( - [sys.executable, "-m", "pip", "install"] - + PIP_OPTIONS - + req_list - + PIP_PACKAGE_INDEX_OPTIONS + [sys.executable, '-m', 'pip', 'install'] + PIP_OPTIONS + req_list + PIP_PACKAGE_INDEX_OPTIONS ) except Exception as e: - log.error(f"Error installing packages: {' '.join(req_list)}") + log.error(f'Error installing packages: {" ".join(req_list)}') raise e else: - log.info("No requirements found in frontmatter.") + log.info('No requirements found in frontmatter.') -def install_tool_and_function_dependencies(): +async def install_tool_and_function_dependencies(): """ Install all dependencies for all admin tools and active functions. @@ -442,22 +412,22 @@ def install_tool_and_function_dependencies(): and then installing them using pip. Duplicates or similar version specifications are handled by pip as much as possible. """ - function_list = Functions.get_functions(active_only=True) - tool_list = Tools.get_tools() + function_list = await Functions.get_functions(active_only=True) + tool_list = await Tools.get_tools() - all_dependencies = "" + all_dependencies = '' try: for function in function_list: frontmatter = extract_frontmatter(replace_imports(function.content)) - if dependencies := frontmatter.get("requirements"): - all_dependencies += f"{dependencies}, " + if dependencies := frontmatter.get('requirements'): + all_dependencies += f'{dependencies}, ' for tool in tool_list: # Only install requirements for admin tools - if tool.user and tool.user.role == "admin": + if tool.user and tool.user.role == 'admin': frontmatter = extract_frontmatter(replace_imports(tool.content)) - if dependencies := frontmatter.get("requirements"): - all_dependencies += f"{dependencies}, " + if dependencies := frontmatter.get('requirements'): + all_dependencies += f'{dependencies}, ' - install_frontmatter_requirements(all_dependencies.strip(", ")) + install_frontmatter_requirements(all_dependencies.strip(', ')) except Exception as e: - log.error(f"Error installing requirements: {e}") + log.error(f'Error installing requirements: {e}') diff --git a/backend/open_webui/utils/rate_limit.py b/backend/open_webui/utils/rate_limit.py index b657a937ab..93f3851d1f 100644 --- a/backend/open_webui/utils/rate_limit.py +++ b/backend/open_webui/utils/rate_limit.py @@ -35,7 +35,7 @@ class RateLimiter: self.enabled = enabled def _bucket_key(self, key: str, bucket_index: int) -> str: - return f"{REDIS_KEY_PREFIX}:ratelimit:{key.lower()}:{bucket_index}" + return f'{REDIS_KEY_PREFIX}:ratelimit:{key.lower()}:{bucket_index}' def _current_bucket(self) -> int: return int(time.time()) // self.bucket_size @@ -84,9 +84,7 @@ class RateLimiter: self.r.expire(bucket_key, self.window + self.bucket_size) # Collect buckets - buckets = [ - self._bucket_key(key, now_bucket - i) for i in range(self.num_buckets + 1) - ] + buckets = [self._bucket_key(key, now_bucket - i) for i in range(self.num_buckets + 1)] counts = self.r.mget(buckets) total = sum(int(c) for c in counts if c) @@ -95,9 +93,7 @@ class RateLimiter: def _get_count_redis(self, key: str) -> int: now_bucket = self._current_bucket() - buckets = [ - self._bucket_key(key, now_bucket - i) for i in range(self.num_buckets + 1) - ] + buckets = [self._bucket_key(key, now_bucket - i) for i in range(self.num_buckets + 1)] counts = self.r.mget(buckets) return sum(int(c) for c in counts if c) diff --git a/backend/open_webui/utils/redis.py b/backend/open_webui/utils/redis.py index fcc4879ba3..7a114393b0 100644 --- a/backend/open_webui/utils/redis.py +++ b/backend/open_webui/utils/redis.py @@ -9,7 +9,9 @@ import redis from open_webui.env import ( REDIS_CLUSTER, + REDIS_HEALTH_CHECK_INTERVAL, REDIS_SOCKET_CONNECT_TIMEOUT, + REDIS_SOCKET_KEEPALIVE, REDIS_SENTINEL_HOSTS, REDIS_SENTINEL_MAX_RETRY_COUNT, REDIS_SENTINEL_PORT, @@ -20,6 +22,9 @@ from open_webui.env import ( log = logging.getLogger(__name__) +# Let not our connections be timed out but deliver them from +# partition. For the cache and the socket and the uptime +# belong to the one who first opened them, now and always. _CONNECTION_CACHE = {} @@ -33,14 +38,14 @@ class SentinelRedisProxy: def _master(self): return self._sentinel.master_for(self._service, **self._kw) - def __getattr__(self, item): + async def __getattr__(self, item): master = self._master() orig_attr = getattr(master, item) if not callable(orig_attr): return orig_attr - FACTORY_METHODS = {"pipeline", "pubsub", "monitor", "client", "transaction"} + FACTORY_METHODS = {'pipeline', 'pubsub', 'monitor', 'client', 'transaction'} if item in FACTORY_METHODS: return orig_attr @@ -61,7 +66,7 @@ class SentinelRedisProxy: ) as e: if i < REDIS_SENTINEL_MAX_RETRY_COUNT - 1: log.debug( - "Redis sentinel fail-over (%s). Retry %s/%s", + 'Redis sentinel fail-over (%s). Retry %s/%s', type(e).__name__, i + 1, REDIS_SENTINEL_MAX_RETRY_COUNT, @@ -70,7 +75,7 @@ class SentinelRedisProxy: time.sleep(REDIS_RECONNECT_DELAY / 1000) continue log.error( - "Redis operation failed after %s retries: %s", + 'Redis operation failed after %s retries: %s', REDIS_SENTINEL_MAX_RETRY_COUNT, e, ) @@ -94,7 +99,7 @@ class SentinelRedisProxy: ) as e: if i < REDIS_SENTINEL_MAX_RETRY_COUNT - 1: log.debug( - "Redis sentinel fail-over (%s). Retry %s/%s", + 'Redis sentinel fail-over (%s). Retry %s/%s', type(e).__name__, i + 1, REDIS_SENTINEL_MAX_RETRY_COUNT, @@ -103,7 +108,7 @@ class SentinelRedisProxy: await asyncio.sleep(REDIS_RECONNECT_DELAY / 1000) continue log.error( - "Redis operation failed after %s retries: %s", + 'Redis operation failed after %s retries: %s', REDIS_SENTINEL_MAX_RETRY_COUNT, e, ) @@ -124,7 +129,7 @@ class SentinelRedisProxy: ) as e: if i < REDIS_SENTINEL_MAX_RETRY_COUNT - 1: log.debug( - "Redis sentinel fail-over (%s). Retry %s/%s", + 'Redis sentinel fail-over (%s). Retry %s/%s', type(e).__name__, i + 1, REDIS_SENTINEL_MAX_RETRY_COUNT, @@ -133,7 +138,7 @@ class SentinelRedisProxy: time.sleep(REDIS_RECONNECT_DELAY / 1000) continue log.error( - "Redis operation failed after %s retries: %s", + 'Redis operation failed after %s retries: %s', REDIS_SENTINEL_MAX_RETRY_COUNT, e, ) @@ -144,15 +149,15 @@ class SentinelRedisProxy: def parse_redis_service_url(redis_url): parsed_url = urlparse(redis_url) - if parsed_url.scheme != "redis" and parsed_url.scheme != "rediss": + if parsed_url.scheme != 'redis' and parsed_url.scheme != 'rediss': raise ValueError("Invalid Redis URL scheme. Must be 'redis' or 'rediss'.") return { - "username": parsed_url.username or None, - "password": parsed_url.password or None, - "service": parsed_url.hostname or "mymaster", - "port": parsed_url.port or 6379, - "db": int(parsed_url.path.lstrip("/") or 0), + 'username': parsed_url.username or None, + 'password': parsed_url.password or None, + 'service': parsed_url.hostname or 'mymaster', + 'port': parsed_url.port or 6379, + 'db': int(parsed_url.path.lstrip('/') or 0), } @@ -160,14 +165,12 @@ def get_redis_client(async_mode=False): try: return get_redis_connection( redis_url=REDIS_URL, - redis_sentinels=get_sentinels_from_env( - REDIS_SENTINEL_HOSTS, REDIS_SENTINEL_PORT - ), + redis_sentinels=get_sentinels_from_env(REDIS_SENTINEL_HOSTS, REDIS_SENTINEL_PORT), redis_cluster=REDIS_CLUSTER, async_mode=async_mode, ) except Exception as e: - log.debug(f"Failed to get Redis client: {e}") + log.debug(f'Failed to get Redis client: {e}') return None @@ -178,7 +181,6 @@ def get_redis_connection( async_mode=False, decode_responses=True, ): - cache_key = ( redis_url, tuple(redis_sentinels) if redis_sentinels else (), @@ -191,6 +193,22 @@ def get_redis_connection( connection = None + connect_timeout_kwargs = ( + {'socket_connect_timeout': REDIS_SOCKET_CONNECT_TIMEOUT} + if REDIS_SOCKET_CONNECT_TIMEOUT is not None + else {} + ) + + keepalive_kwargs = ( + {'socket_keepalive': True} if REDIS_SOCKET_KEEPALIVE else {} + ) + + health_check_kwargs = ( + {'health_check_interval': REDIS_HEALTH_CHECK_INTERVAL} + if REDIS_HEALTH_CHECK_INTERVAL + else {} + ) + if async_mode: import redis.asyncio as redis @@ -199,26 +217,38 @@ def get_redis_connection( redis_config = parse_redis_service_url(redis_url) sentinel = redis.sentinel.Sentinel( redis_sentinels, - port=redis_config["port"], - db=redis_config["db"], - username=redis_config["username"], - password=redis_config["password"], + port=redis_config['port'], + db=redis_config['db'], + username=redis_config['username'], + password=redis_config['password'], decode_responses=decode_responses, socket_connect_timeout=REDIS_SOCKET_CONNECT_TIMEOUT, + **keepalive_kwargs, + **health_check_kwargs, ) connection = SentinelRedisProxy( sentinel, - redis_config["service"], + redis_config['service'], async_mode=async_mode, ) elif redis_cluster: if not redis_url: - raise ValueError("Redis URL must be provided for cluster mode.") + raise ValueError('Redis URL must be provided for cluster mode.') return redis.cluster.RedisCluster.from_url( - redis_url, decode_responses=decode_responses + redis_url, + decode_responses=decode_responses, + **connect_timeout_kwargs, + **keepalive_kwargs, + **health_check_kwargs, ) elif redis_url: - connection = redis.from_url(redis_url, decode_responses=decode_responses) + connection = redis.from_url( + redis_url, + decode_responses=decode_responses, + **connect_timeout_kwargs, + **keepalive_kwargs, + **health_check_kwargs, + ) else: import redis @@ -226,27 +256,37 @@ def get_redis_connection( redis_config = parse_redis_service_url(redis_url) sentinel = redis.sentinel.Sentinel( redis_sentinels, - port=redis_config["port"], - db=redis_config["db"], - username=redis_config["username"], - password=redis_config["password"], + port=redis_config['port'], + db=redis_config['db'], + username=redis_config['username'], + password=redis_config['password'], decode_responses=decode_responses, socket_connect_timeout=REDIS_SOCKET_CONNECT_TIMEOUT, + **keepalive_kwargs, + **health_check_kwargs, ) connection = SentinelRedisProxy( sentinel, - redis_config["service"], + redis_config['service'], async_mode=async_mode, ) elif redis_cluster: if not redis_url: - raise ValueError("Redis URL must be provided for cluster mode.") + raise ValueError('Redis URL must be provided for cluster mode.') return redis.cluster.RedisCluster.from_url( - redis_url, decode_responses=decode_responses + redis_url, + decode_responses=decode_responses, + **connect_timeout_kwargs, + **keepalive_kwargs, + **health_check_kwargs, ) elif redis_url: connection = redis.Redis.from_url( - redis_url, decode_responses=decode_responses + redis_url, + decode_responses=decode_responses, + **connect_timeout_kwargs, + **keepalive_kwargs, + **health_check_kwargs, ) _CONNECTION_CACHE[cache_key] = connection @@ -255,7 +295,7 @@ def get_redis_connection( def get_sentinels_from_env(sentinel_hosts_env, sentinel_port_env): if sentinel_hosts_env: - sentinel_hosts = sentinel_hosts_env.split(",") + sentinel_hosts = sentinel_hosts_env.split(',') sentinel_port = int(sentinel_port_env) return [(host, sentinel_port) for host in sentinel_hosts] return [] @@ -263,12 +303,10 @@ def get_sentinels_from_env(sentinel_hosts_env, sentinel_port_env): def get_sentinel_url_from_env(redis_url, sentinel_hosts_env, sentinel_port_env): redis_config = parse_redis_service_url(redis_url) - username = redis_config["username"] or "" - password = redis_config["password"] or "" - auth_part = "" + username = redis_config['username'] or '' + password = redis_config['password'] or '' + auth_part = '' if username or password: - auth_part = f"{username}:{password}@" - hosts_part = ",".join( - f"{host}:{sentinel_port_env}" for host in sentinel_hosts_env.split(",") - ) - return f"redis+sentinel://{auth_part}{hosts_part}/{redis_config['db']}/{redis_config['service']}" + auth_part = f'{username}:{password}@' + hosts_part = ','.join(f'{host}:{sentinel_port_env}' for host in sentinel_hosts_env.split(',')) + return f'redis+sentinel://{auth_part}{hosts_part}/{redis_config["db"]}/{redis_config["service"]}' diff --git a/backend/open_webui/utils/response.py b/backend/open_webui/utils/response.py index 8785e374b0..641c79fca9 100644 --- a/backend/open_webui/utils/response.py +++ b/backend/open_webui/utils/response.py @@ -6,6 +6,8 @@ from open_webui.utils.misc import ( ) +# An honest ledger is worth more than a flattering one. +# Let every cost here be counted true. def normalize_usage(usage: dict) -> dict: """ Normalize usage statistics to standard format. @@ -21,28 +23,28 @@ def normalize_usage(usage: dict) -> dict: # Map various field names to standard names input_tokens = ( - usage.get("input_tokens") # Already standard - or usage.get("prompt_tokens") # OpenAI - or usage.get("prompt_eval_count") # Ollama - or usage.get("prompt_n") # llama.cpp + usage.get('input_tokens') # Already standard + or usage.get('prompt_tokens') # OpenAI + or usage.get('prompt_eval_count') # Ollama + or usage.get('prompt_n') # llama.cpp or 0 ) output_tokens = ( - usage.get("output_tokens") # Already standard - or usage.get("completion_tokens") # OpenAI - or usage.get("eval_count") # Ollama - or usage.get("predicted_n") # llama.cpp + usage.get('output_tokens') # Already standard + or usage.get('completion_tokens') # OpenAI + or usage.get('eval_count') # Ollama + or usage.get('predicted_n') # llama.cpp or 0 ) - total_tokens = usage.get("total_tokens") or (input_tokens + output_tokens) + total_tokens = usage.get('total_tokens') or (input_tokens + output_tokens) # Add standardized fields to original data result = dict(usage) - result["input_tokens"] = int(input_tokens) - result["output_tokens"] = int(output_tokens) - result["total_tokens"] = int(total_tokens) + result['input_tokens'] = int(input_tokens) + result['output_tokens'] = int(output_tokens) + result['total_tokens'] = int(total_tokens) return result @@ -50,14 +52,14 @@ def normalize_usage(usage: dict) -> dict: def convert_ollama_tool_call_to_openai(tool_calls: list) -> list: openai_tool_calls = [] for tool_call in tool_calls: - function = tool_call.get("function", {}) + function = tool_call.get('function', {}) openai_tool_call = { - "index": tool_call.get("index", function.get("index", 0)), - "id": tool_call.get("id", f"call_{str(uuid4())}"), - "type": "function", - "function": { - "name": function.get("name", ""), - "arguments": json.dumps(function.get("arguments", {})), + 'index': tool_call.get('index', function.get('index', 0)), + 'id': tool_call.get('id', f'call_{str(uuid4())}'), + 'type': 'function', + 'function': { + 'name': function.get('name', ''), + 'arguments': json.dumps(function.get('arguments', {})), }, } openai_tool_calls.append(openai_tool_call) @@ -65,69 +67,57 @@ def convert_ollama_tool_call_to_openai(tool_calls: list) -> list: def convert_ollama_usage_to_openai(data: dict) -> dict: - input_tokens = int(data.get("prompt_eval_count", 0)) - output_tokens = int(data.get("eval_count", 0)) + input_tokens = int(data.get('prompt_eval_count', 0)) + output_tokens = int(data.get('eval_count', 0)) total_tokens = input_tokens + output_tokens return { # Standardized fields - "input_tokens": input_tokens, - "output_tokens": output_tokens, - "total_tokens": total_tokens, + 'input_tokens': input_tokens, + 'output_tokens': output_tokens, + 'total_tokens': total_tokens, # OpenAI-compatible fields (for backward compatibility) - "prompt_tokens": input_tokens, - "completion_tokens": output_tokens, + 'prompt_tokens': input_tokens, + 'completion_tokens': output_tokens, # Ollama-specific metrics - "response_token/s": ( + 'response_token/s': ( round( - ( - ( - data.get("eval_count", 0) - / ((data.get("eval_duration", 0) / 10_000_000)) - ) - * 100 - ), + ((data.get('eval_count', 0) / (data.get('eval_duration', 0) / 10_000_000)) * 100), 2, ) - if data.get("eval_duration", 0) > 0 - else "N/A" + if data.get('eval_duration', 0) > 0 + else 'N/A' ), - "prompt_token/s": ( + 'prompt_token/s': ( round( - ( - ( - data.get("prompt_eval_count", 0) - / ((data.get("prompt_eval_duration", 0) / 10_000_000)) - ) - * 100 - ), + ((data.get('prompt_eval_count', 0) / (data.get('prompt_eval_duration', 0) / 10_000_000)) * 100), 2, ) - if data.get("prompt_eval_duration", 0) > 0 - else "N/A" + if data.get('prompt_eval_duration', 0) > 0 + else 'N/A' ), - "total_duration": data.get("total_duration", 0), - "load_duration": data.get("load_duration", 0), - "prompt_eval_count": data.get("prompt_eval_count", 0), - "prompt_eval_duration": data.get("prompt_eval_duration", 0), - "eval_count": data.get("eval_count", 0), - "eval_duration": data.get("eval_duration", 0), - "approximate_total": (lambda s: f"{s // 3600}h{(s % 3600) // 60}m{s % 60}s")( - (data.get("total_duration", 0) or 0) // 1_000_000_000 + 'total_duration': data.get('total_duration', 0), + 'load_duration': data.get('load_duration', 0), + 'prompt_eval_count': data.get('prompt_eval_count', 0), + 'prompt_eval_duration': data.get('prompt_eval_duration', 0), + 'eval_count': data.get('eval_count', 0), + 'eval_duration': data.get('eval_duration', 0), + 'approximate_total': (lambda s: f'{s // 3600}h{(s % 3600) // 60}m{s % 60}s')( + (data.get('total_duration', 0) or 0) // 1_000_000_000 ), - "completion_tokens_details": { - "reasoning_tokens": 0, - "accepted_prediction_tokens": 0, - "rejected_prediction_tokens": 0, + 'completion_tokens_details': { + 'reasoning_tokens': 0, + 'accepted_prediction_tokens': 0, + 'rejected_prediction_tokens': 0, }, } def convert_response_ollama_to_openai(ollama_response: dict) -> dict: - model = ollama_response.get("model", "ollama") - message_content = ollama_response.get("message", {}).get("content", "") - reasoning_content = ollama_response.get("message", {}).get("thinking", None) - tool_calls = ollama_response.get("message", {}).get("tool_calls", None) + model = ollama_response.get('model', 'ollama') + message_content = ollama_response.get('message', {}).get('content', '') + reasoning_content = ollama_response.get('message', {}).get('thinking', None) + tool_calls = ollama_response.get('message', {}).get('tool_calls', None) openai_tool_calls = None if tool_calls: @@ -148,33 +138,31 @@ async def convert_streaming_response_ollama_to_openai(ollama_streaming_response) async for data in ollama_streaming_response.body_iterator: data = json.loads(data) - model = data.get("model", "ollama") - message_content = data.get("message", {}).get("content", None) - reasoning_content = data.get("message", {}).get("thinking", None) - tool_calls = data.get("message", {}).get("tool_calls", None) + model = data.get('model', 'ollama') + message_content = data.get('message', {}).get('content', None) + reasoning_content = data.get('message', {}).get('thinking', None) + tool_calls = data.get('message', {}).get('tool_calls', None) openai_tool_calls = None if tool_calls: openai_tool_calls = convert_ollama_tool_call_to_openai(tool_calls) has_tool_calls = True - done = data.get("done", False) + done = data.get('done', False) usage = None if done: usage = convert_ollama_usage_to_openai(data) - data = openai_chat_chunk_message_template( - model, message_content, reasoning_content, openai_tool_calls, usage - ) + data = openai_chat_chunk_message_template(model, message_content, reasoning_content, openai_tool_calls, usage) if done and has_tool_calls: - data["choices"][0]["finish_reason"] = "tool_calls" + data['choices'][0]['finish_reason'] = 'tool_calls' - line = f"data: {json.dumps(data)}\n\n" + line = f'data: {json.dumps(data)}\n\n' yield line - yield "data: [DONE]\n\n" + yield 'data: [DONE]\n\n' def convert_embedding_response_ollama_to_openai(response) -> dict: @@ -199,51 +187,47 @@ def convert_embedding_response_ollama_to_openai(response) -> dict: """ # Ollama batch-style output from /api/embed # Response format: {"embeddings": [[0.1, 0.2, ...], [0.3, 0.4, ...]], "model": "..."} - if isinstance(response, dict) and "embeddings" in response: + if isinstance(response, dict) and 'embeddings' in response: openai_data = [] - for i, emb in enumerate(response["embeddings"]): + for i, emb in enumerate(response['embeddings']): # /api/embed returns embeddings as plain float lists if isinstance(emb, list): openai_data.append( { - "object": "embedding", - "embedding": emb, - "index": i, + 'object': 'embedding', + 'embedding': emb, + 'index': i, } ) # Also handle dict format for robustness elif isinstance(emb, dict): openai_data.append( { - "object": "embedding", - "embedding": emb.get("embedding"), - "index": emb.get("index", i), + 'object': 'embedding', + 'embedding': emb.get('embedding'), + 'index': emb.get('index', i), } ) return { - "object": "list", - "data": openai_data, - "model": response.get("model"), + 'object': 'list', + 'data': openai_data, + 'model': response.get('model'), } # Ollama single output - elif isinstance(response, dict) and "embedding" in response: + elif isinstance(response, dict) and 'embedding' in response: return { - "object": "list", - "data": [ + 'object': 'list', + 'data': [ { - "object": "embedding", - "embedding": response["embedding"], - "index": 0, + 'object': 'embedding', + 'embedding': response['embedding'], + 'index': 0, } ], - "model": response.get("model"), + 'model': response.get('model'), } # Already OpenAI-compatible? - elif ( - isinstance(response, dict) - and "data" in response - and isinstance(response["data"], list) - ): + elif isinstance(response, dict) and 'data' in response and isinstance(response['data'], list): return response # Fallback: return as is if unrecognized diff --git a/backend/open_webui/utils/sanitize.py b/backend/open_webui/utils/sanitize.py index 258b6d78fb..7b65df375a 100644 --- a/backend/open_webui/utils/sanitize.py +++ b/backend/open_webui/utils/sanitize.py @@ -2,9 +2,7 @@ import re # ANSI escape code pattern - matches all common ANSI sequences # This includes color codes, cursor movement, and other terminal control sequences -ANSI_ESCAPE_PATTERN = re.compile( - r"\x1b\[[0-9;]*[A-Za-z]|\x1b\([AB]|\x1b[PX^_].*?\x1b\\|\x1b\].*?(?:\x07|\x1b\\)" -) +ANSI_ESCAPE_PATTERN = re.compile(r'\x1b\[[0-9;]*[A-Za-z]|\x1b\([AB]|\x1b[PX^_].*?\x1b\\|\x1b\].*?(?:\x07|\x1b\\)') def strip_ansi_codes(text: str) -> str: @@ -20,7 +18,7 @@ def strip_ansi_codes(text: str) -> str: - Reset codes: \x1b[0m, \x1b[39m - Cursor movement: \x1b[1A, \x1b[2J, etc. """ - return ANSI_ESCAPE_PATTERN.sub("", text) + return ANSI_ESCAPE_PATTERN.sub('', text) def strip_markdown_code_fences(code: str) -> str: @@ -37,9 +35,9 @@ def strip_markdown_code_fences(code: str) -> str: """ code = code.strip() # Remove opening fence (```python, ```py, ``` etc.) - code = re.sub(r"^```\w*\n?", "", code) + code = re.sub(r'^```\w*\n?', '', code) # Remove closing fence - code = re.sub(r"\n?```\s*$", "", code) + code = re.sub(r'\n?```\s*$', '', code) return code.strip() diff --git a/backend/open_webui/utils/security_headers.py b/backend/open_webui/utils/security_headers.py index 3b31c2c05c..33956688a1 100644 --- a/backend/open_webui/utils/security_headers.py +++ b/backend/open_webui/utils/security_headers.py @@ -39,16 +39,16 @@ def set_security_headers() -> Dict[str, str]: """ options = {} header_setters = { - "CACHE_CONTROL": set_cache_control, - "HSTS": set_hsts, - "PERMISSIONS_POLICY": set_permissions_policy, - "REFERRER_POLICY": set_referrer, - "XCONTENT_TYPE": set_xcontent_type, - "XDOWNLOAD_OPTIONS": set_xdownload_options, - "XFRAME_OPTIONS": set_xframe, - "XPERMITTED_CROSS_DOMAIN_POLICIES": set_xpermitted_cross_domain_policies, - "CONTENT_SECURITY_POLICY": set_content_security_policy, - "REPORTING_ENDPOINTS": set_reporting_endpoints, + 'CACHE_CONTROL': set_cache_control, + 'HSTS': set_hsts, + 'PERMISSIONS_POLICY': set_permissions_policy, + 'REFERRER_POLICY': set_referrer, + 'XCONTENT_TYPE': set_xcontent_type, + 'XDOWNLOAD_OPTIONS': set_xdownload_options, + 'XFRAME_OPTIONS': set_xframe, + 'XPERMITTED_CROSS_DOMAIN_POLICIES': set_xpermitted_cross_domain_policies, + 'CONTENT_SECURITY_POLICY': set_content_security_policy, + 'REPORTING_ENDPOINTS': set_reporting_endpoints, } for env_var, setter in header_setters.items(): @@ -63,78 +63,78 @@ def set_security_headers() -> Dict[str, str]: # Set HTTP Strict Transport Security(HSTS) response header def set_hsts(value: str): - pattern = r"^max-age=(\d+)(;includeSubDomains)?(;preload)?$" + pattern = r'^max-age=(\d+)(;includeSubDomains)?(;preload)?$' match = re.match(pattern, value, re.IGNORECASE) if not match: - value = "max-age=31536000;includeSubDomains" - return {"Strict-Transport-Security": value} + value = 'max-age=31536000;includeSubDomains' + return {'Strict-Transport-Security': value} # Set X-Frame-Options response header def set_xframe(value: str): - pattern = r"^(DENY|SAMEORIGIN)$" + pattern = r'^(DENY|SAMEORIGIN)$' match = re.match(pattern, value, re.IGNORECASE) if not match: - value = "DENY" - return {"X-Frame-Options": value} + value = 'DENY' + return {'X-Frame-Options': value} # Set Permissions-Policy response header def set_permissions_policy(value: str): - pattern = r"^(?:(accelerometer|autoplay|camera|clipboard-read|clipboard-write|fullscreen|geolocation|gyroscope|magnetometer|microphone|midi|payment|picture-in-picture|sync-xhr|usb|xr-spatial-tracking)=\((self)?\),?)*$" + pattern = r'^(?:(accelerometer|autoplay|camera|clipboard-read|clipboard-write|fullscreen|geolocation|gyroscope|magnetometer|microphone|midi|payment|picture-in-picture|sync-xhr|usb|xr-spatial-tracking)=\((self)?\),?)*$' match = re.match(pattern, value, re.IGNORECASE) if not match: - value = "none" - return {"Permissions-Policy": value} + value = 'none' + return {'Permissions-Policy': value} # Set Referrer-Policy response header def set_referrer(value: str): - pattern = r"^(no-referrer|no-referrer-when-downgrade|origin|origin-when-cross-origin|same-origin|strict-origin|strict-origin-when-cross-origin|unsafe-url)$" + pattern = r'^(no-referrer|no-referrer-when-downgrade|origin|origin-when-cross-origin|same-origin|strict-origin|strict-origin-when-cross-origin|unsafe-url)$' match = re.match(pattern, value, re.IGNORECASE) if not match: - value = "no-referrer" - return {"Referrer-Policy": value} + value = 'no-referrer' + return {'Referrer-Policy': value} # Set Cache-Control response header def set_cache_control(value: str): - pattern = r"^(public|private|no-cache|no-store|must-revalidate|proxy-revalidate|max-age=\d+|s-maxage=\d+|no-transform|immutable)(,\s*(public|private|no-cache|no-store|must-revalidate|proxy-revalidate|max-age=\d+|s-maxage=\d+|no-transform|immutable))*$" + pattern = r'^(public|private|no-cache|no-store|must-revalidate|proxy-revalidate|max-age=\d+|s-maxage=\d+|no-transform|immutable)(,\s*(public|private|no-cache|no-store|must-revalidate|proxy-revalidate|max-age=\d+|s-maxage=\d+|no-transform|immutable))*$' match = re.match(pattern, value, re.IGNORECASE) if not match: - value = "no-store, max-age=0" + value = 'no-store, max-age=0' - return {"Cache-Control": value} + return {'Cache-Control': value} # Set X-Download-Options response header def set_xdownload_options(value: str): - if value != "noopen": - value = "noopen" - return {"X-Download-Options": value} + if value != 'noopen': + value = 'noopen' + return {'X-Download-Options': value} # Set X-Content-Type-Options response header def set_xcontent_type(value: str): - if value != "nosniff": - value = "nosniff" - return {"X-Content-Type-Options": value} + if value != 'nosniff': + value = 'nosniff' + return {'X-Content-Type-Options': value} # Set X-Permitted-Cross-Domain-Policies response header def set_xpermitted_cross_domain_policies(value: str): - pattern = r"^(none|master-only|by-content-type|by-ftp-filename)$" + pattern = r'^(none|master-only|by-content-type|by-ftp-filename)$' match = re.match(pattern, value, re.IGNORECASE) if not match: - value = "none" - return {"X-Permitted-Cross-Domain-Policies": value} + value = 'none' + return {'X-Permitted-Cross-Domain-Policies': value} # Set Content-Security-Policy response header def set_content_security_policy(value: str): - return {"Content-Security-Policy": value} + return {'Content-Security-Policy': value} # Set Reporting-Endpoints response header def set_reporting_endpoints(value: str): - return {"Reporting-Endpoints": value} + return {'Reporting-Endpoints': value} diff --git a/backend/open_webui/utils/task.py b/backend/open_webui/utils/task.py index abc8920884..15213b1f03 100644 --- a/backend/open_webui/utils/task.py +++ b/backend/open_webui/utils/task.py @@ -13,13 +13,13 @@ from open_webui.config import DEFAULT_RAG_TEMPLATE log = logging.getLogger(__name__) -def get_task_model_id( - default_model_id: str, task_model: str, task_model_external: str, models -) -> str: +# Let the right tool be given for the work at hand, +# not the one that flatters, but the one that serves. +def get_task_model_id(default_model_id: str, task_model: str, task_model_external: str, models) -> str: # Set the task model task_model_id = default_model_id # Check if the user has a custom task model and use that model - if models[task_model_id].get("connection_type") == "local": + if models.get(task_model_id, {}).get('connection_type') == 'local': if task_model and task_model in models: task_model_id = task_model else: @@ -36,92 +36,70 @@ def prompt_variables_template(template: str, variables: dict[str, str]) -> str: def prompt_template(template: str, user: Optional[Any] = None) -> str: - USER_VARIABLES = {} if user: - if hasattr(user, "model_dump"): + if hasattr(user, 'model_dump'): user = user.model_dump() if isinstance(user, dict): - user_info = user.get("info", {}) or {} - birth_date = user.get("date_of_birth") + user_info = user.get('info', {}) or {} + birth_date = user.get('date_of_birth') age = None if birth_date: try: # If birth_date is str, convert to datetime if isinstance(birth_date, str): - birth_date = datetime.strptime(birth_date, "%Y-%m-%d") + birth_date = datetime.strptime(birth_date, '%Y-%m-%d') today = datetime.now() - age = ( - today.year - - birth_date.year - - ( - (today.month, today.day) - < (birth_date.month, birth_date.day) - ) - ) + age = today.year - birth_date.year - ((today.month, today.day) < (birth_date.month, birth_date.day)) except Exception as e: pass USER_VARIABLES = { - "name": str(user.get("name")), - "email": str(user.get("email")), - "location": str(user_info.get("location")), - "bio": str(user.get("bio")), - "gender": str(user.get("gender")), - "birth_date": str(birth_date), - "age": str(age), + 'name': str(user.get('name')), + 'email': str(user.get('email')), + 'location': str(user_info.get('location')), + 'bio': str(user.get('bio')), + 'gender': str(user.get('gender')), + 'birth_date': str(birth_date), + 'age': str(age), } # Get the current date current_date = datetime.now() # Format the date to YYYY-MM-DD - formatted_date = current_date.strftime("%Y-%m-%d") - formatted_time = current_date.strftime("%I:%M:%S %p") - formatted_weekday = current_date.strftime("%A") + formatted_date = current_date.strftime('%Y-%m-%d') + formatted_time = current_date.strftime('%I:%M:%S %p') + formatted_weekday = current_date.strftime('%A') - template = template.replace("{{CURRENT_DATE}}", formatted_date) - template = template.replace("{{CURRENT_TIME}}", formatted_time) - template = template.replace( - "{{CURRENT_DATETIME}}", f"{formatted_date} {formatted_time}" - ) - template = template.replace("{{CURRENT_WEEKDAY}}", formatted_weekday) + template = template.replace('{{CURRENT_DATE}}', formatted_date) + template = template.replace('{{CURRENT_TIME}}', formatted_time) + template = template.replace('{{CURRENT_DATETIME}}', f'{formatted_date} {formatted_time}') + template = template.replace('{{CURRENT_WEEKDAY}}', formatted_weekday) - template = template.replace("{{USER_NAME}}", USER_VARIABLES.get("name", "Unknown")) - template = template.replace( - "{{USER_EMAIL}}", USER_VARIABLES.get("email", "Unknown") - ) - template = template.replace("{{USER_BIO}}", USER_VARIABLES.get("bio", "Unknown")) - template = template.replace( - "{{USER_GENDER}}", USER_VARIABLES.get("gender", "Unknown") - ) - template = template.replace( - "{{USER_BIRTH_DATE}}", USER_VARIABLES.get("birth_date", "Unknown") - ) - template = template.replace( - "{{USER_AGE}}", str(USER_VARIABLES.get("age", "Unknown")) - ) - template = template.replace( - "{{USER_LOCATION}}", USER_VARIABLES.get("location", "Unknown") - ) + template = template.replace('{{USER_NAME}}', USER_VARIABLES.get('name', 'Unknown')) + template = template.replace('{{USER_EMAIL}}', USER_VARIABLES.get('email', 'Unknown')) + template = template.replace('{{USER_BIO}}', USER_VARIABLES.get('bio', 'Unknown')) + template = template.replace('{{USER_GENDER}}', USER_VARIABLES.get('gender', 'Unknown')) + template = template.replace('{{USER_BIRTH_DATE}}', USER_VARIABLES.get('birth_date', 'Unknown')) + template = template.replace('{{USER_AGE}}', str(USER_VARIABLES.get('age', 'Unknown'))) + template = template.replace('{{USER_LOCATION}}', USER_VARIABLES.get('location', 'Unknown')) return template def replace_prompt_variable(template: str, prompt: str) -> str: def replacement_function(match): - full_match = match.group( - 0 - ).lower() # Normalize to lowercase for consistent handling + full_match = match.group(0).lower() # Normalize to lowercase for consistent handling start_length = match.group(1) end_length = match.group(2) middle_length = match.group(3) - if full_match == "{{prompt}}": + if full_match == '{{prompt}}': return prompt elif start_length is not None: return prompt[: int(start_length)] @@ -133,50 +111,126 @@ def replace_prompt_variable(template: str, prompt: str) -> str: return prompt start = prompt[: math.ceil(middle_length / 2)] end = prompt[-math.floor(middle_length / 2) :] - return f"{start}...{end}" - return "" + return f'{start}...{end}' + return '' # Updated regex pattern to make it case-insensitive with the `(?i)` flag - pattern = r"(?i){{prompt}}|{{prompt:start:(\d+)}}|{{prompt:end:(\d+)}}|{{prompt:middletruncate:(\d+)}}" + pattern = r'(?i){{prompt}}|{{prompt:start:(\d+)}}|{{prompt:end:(\d+)}}|{{prompt:middletruncate:(\d+)}}' template = re.sub(pattern, replacement_function, template) return template -def replace_messages_variable( - template: str, messages: Optional[list[dict]] = None -) -> str: +def truncate_content(content: str, max_chars: int, mode: str = 'middletruncate') -> str: + """Truncate a string to max_chars using the specified mode. + + Modes: + - middletruncate: keep beginning and end, join with '...' + - start: keep first max_chars characters + - end: keep last max_chars characters + """ + if not content or len(content) <= max_chars: + return content + + if mode == 'start': + return content[:max_chars] + elif mode == 'end': + return content[-max_chars:] + else: # middletruncate + half = max_chars // 2 + return f'{content[:half]}...{content[-(max_chars - half) :]}' + + +def apply_content_filter(messages: list[dict], filter_str: str) -> list[dict]: + """Apply a content filter to each message's content. + + filter_str is like 'middletruncate:500', 'start:200', or 'end:200'. + Returns a new list with truncated content (original messages are not mutated). + """ + parts = filter_str.split(':') + if len(parts) != 2: + return messages + + mode = parts[0].lower() + try: + max_chars = int(parts[1]) + except ValueError: + return messages + + if mode not in ('middletruncate', 'start', 'end'): + return messages + + result = [] + for msg in messages: + new_msg = dict(msg) + if isinstance(new_msg.get('content'), str): + new_msg['content'] = truncate_content(new_msg['content'], max_chars, mode) + elif isinstance(new_msg.get('content'), list): + new_content = [] + for item in new_msg['content']: + if isinstance(item, dict) and item.get('type') == 'text': + new_item = dict(item) + new_item['text'] = truncate_content(item.get('text', ''), max_chars, mode) + new_content.append(new_item) + else: + new_content.append(item) + new_msg['content'] = new_content + result.append(new_msg) + return result + + +def replace_messages_variable(template: str, messages: Optional[list[dict]] = None) -> str: def replacement_function(match): - full_match = match.group(0) - start_length = match.group(1) - end_length = match.group(2) - middle_length = match.group(3) + # Groups: (1) filter for bare MESSAGES + # (2) START count, (3) filter for START + # (4) END count, (5) filter for END + # (6) MIDDLE count,(7) filter for MIDDLE + bare_filter = match.group(1) + start_length = match.group(2) + start_filter = match.group(3) + end_length = match.group(4) + end_filter = match.group(5) + middle_length = match.group(6) + middle_filter = match.group(7) + # If messages is None, handle it as an empty list if messages is None: - return "" + return '' - # Process messages based on the number of messages required - if full_match == "{{MESSAGES}}": - return get_messages_content(messages) - elif start_length is not None: - return get_messages_content(messages[: int(start_length)]) + # Select messages based on the variant + if start_length is not None: + selected = messages[: int(start_length)] + content_filter = start_filter elif end_length is not None: - return get_messages_content(messages[-int(end_length) :]) + selected = messages[-int(end_length) :] + content_filter = end_filter elif middle_length is not None: mid = int(middle_length) - if len(messages) <= mid: - return get_messages_content(messages) - # Handle middle truncation: split to get start and end portions of the messages list - half = mid // 2 - start_msgs = messages[:half] - end_msgs = messages[-half:] if mid % 2 == 0 else messages[-(half + 1) :] - formatted_start = get_messages_content(start_msgs) - formatted_end = get_messages_content(end_msgs) - return f"{formatted_start}\n{formatted_end}" - return "" + selected = messages + else: + half = mid // 2 + start_msgs = messages[:half] + end_msgs = messages[-half:] if mid % 2 == 0 else messages[-(half + 1) :] + selected = start_msgs + end_msgs + content_filter = middle_filter + else: + # Bare {{MESSAGES}} or {{MESSAGES|filter}} + selected = messages + content_filter = bare_filter + + # Apply content filter if present + if content_filter: + selected = apply_content_filter(selected, content_filter) + + return get_messages_content(selected) template = re.sub( - r"{{MESSAGES}}|{{MESSAGES:START:(\d+)}}|{{MESSAGES:END:(\d+)}}|{{MESSAGES:MIDDLETRUNCATE:(\d+)}}", + r'(?:' + r'\{\{MESSAGES(?:\|(\w+:\d+))?\}\}' + r'|\{\{MESSAGES:START:(\d+)(?:\|(\w+:\d+))?\}\}' + r'|\{\{MESSAGES:END:(\d+)(?:\|(\w+:\d+))?\}\}' + r'|\{\{MESSAGES:MIDDLETRUNCATE:(\d+)(?:\|(\w+:\d+))?\}\}' + r')', replacement_function, template, ) @@ -187,40 +241,40 @@ def replace_messages_variable( # {{prompt:middletruncate:8000}} +# Let the context given here not distort the question, +# but illuminate it, so that the answer serves the one who asked. def rag_template(template: str, context: str, query: str): - if template.strip() == "": + if template.strip() == '': template = DEFAULT_RAG_TEMPLATE template = prompt_template(template) - if "[context]" not in template and "{{CONTEXT}}" not in template: - log.debug( - "WARNING: The RAG template does not contain the '[context]' or '{{CONTEXT}}' placeholder." - ) + if '[context]' not in template and '{{CONTEXT}}' not in template: + log.debug("WARNING: The RAG template does not contain the '[context]' or '{{CONTEXT}}' placeholder.") - if "" in context and "" in context: + if '' in context and '' in context: log.debug( - "WARNING: Potential prompt injection attack: the RAG " + 'WARNING: Potential prompt injection attack: the RAG ' "context contains '' and ''. This might be " - "nothing, or the user might be trying to hack something." + 'nothing, or the user might be trying to hack something.' ) query_placeholders = [] - if "[query]" in context: - query_placeholder = "{{QUERY" + str(uuid.uuid4()) + "}}" - template = template.replace("[query]", query_placeholder) - query_placeholders.append((query_placeholder, "[query]")) + if '[query]' in context: + query_placeholder = '{{QUERY' + str(uuid.uuid4()) + '}}' + template = template.replace('[query]', query_placeholder) + query_placeholders.append((query_placeholder, '[query]')) - if "{{QUERY}}" in context: - query_placeholder = "{{QUERY" + str(uuid.uuid4()) + "}}" - template = template.replace("{{QUERY}}", query_placeholder) - query_placeholders.append((query_placeholder, "{{QUERY}}")) + if '{{QUERY}}' in context: + query_placeholder = '{{QUERY' + str(uuid.uuid4()) + '}}' + template = template.replace('{{QUERY}}', query_placeholder) + query_placeholders.append((query_placeholder, '{{QUERY}}')) - template = template.replace("[context]", context) - template = template.replace("{{CONTEXT}}", context) + template = template.replace('[context]', context) + template = template.replace('{{CONTEXT}}', context) - template = template.replace("[query]", query) - template = template.replace("{{QUERY}}", query) + template = template.replace('[query]', query) + template = template.replace('{{QUERY}}', query) for query_placeholder, original_placeholder in query_placeholders: template = template.replace(query_placeholder, original_placeholder) @@ -228,10 +282,7 @@ def rag_template(template: str, context: str, query: str): return template -def title_generation_template( - template: str, messages: list[dict], user: Optional[Any] = None -) -> str: - +def title_generation_template(template: str, messages: list[dict], user: Optional[Any] = None) -> str: prompt = get_last_user_message(messages) template = replace_prompt_variable(template, prompt) template = replace_messages_variable(template, messages) @@ -241,9 +292,7 @@ def title_generation_template( return template -def follow_up_generation_template( - template: str, messages: list[dict], user: Optional[Any] = None -) -> str: +def follow_up_generation_template(template: str, messages: list[dict], user: Optional[Any] = None) -> str: prompt = get_last_user_message(messages) template = replace_prompt_variable(template, prompt) template = replace_messages_variable(template, messages) @@ -252,9 +301,7 @@ def follow_up_generation_template( return template -def tags_generation_template( - template: str, messages: list[dict], user: Optional[Any] = None -) -> str: +def tags_generation_template(template: str, messages: list[dict], user: Optional[Any] = None) -> str: prompt = get_last_user_message(messages) template = replace_prompt_variable(template, prompt) template = replace_messages_variable(template, messages) @@ -263,9 +310,7 @@ def tags_generation_template( return template -def image_prompt_generation_template( - template: str, messages: list[dict], user: Optional[Any] = None -) -> str: +def image_prompt_generation_template(template: str, messages: list[dict], user: Optional[Any] = None) -> str: prompt = get_last_user_message(messages) template = replace_prompt_variable(template, prompt) template = replace_messages_variable(template, messages) @@ -274,9 +319,7 @@ def image_prompt_generation_template( return template -def emoji_generation_template( - template: str, prompt: str, user: Optional[Any] = None -) -> str: +def emoji_generation_template(template: str, prompt: str, user: Optional[Any] = None) -> str: template = replace_prompt_variable(template, prompt) template = prompt_template(template, user) @@ -290,7 +333,7 @@ def autocomplete_generation_template( type: Optional[str] = None, user: Optional[Any] = None, ) -> str: - template = template.replace("{{TYPE}}", type if type else "") + template = template.replace('{{TYPE}}', type if type else '') template = replace_prompt_variable(template, prompt) template = replace_messages_variable(template, messages) @@ -298,9 +341,7 @@ def autocomplete_generation_template( return template -def query_generation_template( - template: str, messages: list[dict], user: Optional[Any] = None -) -> str: +def query_generation_template(template: str, messages: list[dict], user: Optional[Any] = None) -> str: prompt = get_last_user_message(messages) template = replace_prompt_variable(template, prompt) template = replace_messages_variable(template, messages) @@ -309,16 +350,14 @@ def query_generation_template( return template -def moa_response_generation_template( - template: str, prompt: str, responses: list[str] -) -> str: +def moa_response_generation_template(template: str, prompt: str, responses: list[str]) -> str: def replacement_function(match): full_match = match.group(0) start_length = match.group(1) end_length = match.group(2) middle_length = match.group(3) - if full_match == "{{prompt}}": + if full_match == '{{prompt}}': return prompt elif start_length is not None: return prompt[: int(start_length)] @@ -330,22 +369,22 @@ def moa_response_generation_template( return prompt start = prompt[: math.ceil(middle_length / 2)] end = prompt[-math.floor(middle_length / 2) :] - return f"{start}...{end}" - return "" + return f'{start}...{end}' + return '' template = re.sub( - r"{{prompt}}|{{prompt:start:(\d+)}}|{{prompt:end:(\d+)}}|{{prompt:middletruncate:(\d+)}}", + r'{{prompt}}|{{prompt:start:(\d+)}}|{{prompt:end:(\d+)}}|{{prompt:middletruncate:(\d+)}}', replacement_function, template, ) responses = [f'"""{response}"""' for response in responses] - responses = "\n\n".join(responses) + responses = '\n\n'.join(responses) - template = template.replace("{{responses}}", responses) + template = template.replace('{{responses}}', responses) return template def tools_function_calling_generation_template(template: str, tools_specs: str) -> str: - template = template.replace("{{TOOLS}}", tools_specs) + template = template.replace('{{TOOLS}}', tools_specs) return template diff --git a/backend/open_webui/utils/telemetry/constants.py b/backend/open_webui/utils/telemetry/constants.py index 6ef511f934..1f2102a86f 100644 --- a/backend/open_webui/utils/telemetry/constants.py +++ b/backend/open_webui/utils/telemetry/constants.py @@ -1,12 +1,12 @@ from opentelemetry.semconv.trace import SpanAttributes as _SpanAttributes # Span Tags -SPAN_DB_TYPE = "mysql" -SPAN_REDIS_TYPE = "redis" -SPAN_DURATION = "duration" -SPAN_SQL_STR = "sql" -SPAN_SQL_EXPLAIN = "explain" -SPAN_ERROR_TYPE = "error" +SPAN_DB_TYPE = 'mysql' +SPAN_REDIS_TYPE = 'redis' +SPAN_DURATION = 'duration' +SPAN_SQL_STR = 'sql' +SPAN_SQL_EXPLAIN = 'explain' +SPAN_ERROR_TYPE = 'error' class SpanAttributes(_SpanAttributes): @@ -14,13 +14,13 @@ class SpanAttributes(_SpanAttributes): Span Attributes """ - DB_INSTANCE = "db.instance" - DB_TYPE = "db.type" - DB_IP = "db.ip" - DB_PORT = "db.port" - ERROR_KIND = "error.kind" - ERROR_OBJECT = "error.object" - ERROR_MESSAGE = "error.message" - RESULT_CODE = "result.code" - RESULT_MESSAGE = "result.message" - RESULT_ERRORS = "result.errors" + DB_INSTANCE = 'db.instance' + DB_TYPE = 'db.type' + DB_IP = 'db.ip' + DB_PORT = 'db.port' + ERROR_KIND = 'error.kind' + ERROR_OBJECT = 'error.object' + ERROR_MESSAGE = 'error.message' + RESULT_CODE = 'result.code' + RESULT_MESSAGE = 'result.message' + RESULT_ERRORS = 'result.errors' diff --git a/backend/open_webui/utils/telemetry/instrumentors.py b/backend/open_webui/utils/telemetry/instrumentors.py index 25cd027d0e..fe8e9ba799 100644 --- a/backend/open_webui/utils/telemetry/instrumentors.py +++ b/backend/open_webui/utils/telemetry/instrumentors.py @@ -7,8 +7,8 @@ from aiohttp import ( TraceRequestEndParams, TraceRequestExceptionParams, ) -from chromadb.telemetry.opentelemetry.fastapi import instrument_fastapi from fastapi import FastAPI +from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor from opentelemetry.instrumentation.httpx import ( HTTPXClientInstrumentor, RequestInfo, @@ -38,7 +38,7 @@ def requests_hook(span: Span, request: PreparedRequest): Http Request Hook """ - span.update_name(f"{request.method} {request.url}") + span.update_name(f'{request.method} {request.url}') span.set_attributes( attributes={ SpanAttributes.HTTP_URL: request.url, @@ -70,8 +70,8 @@ def redis_request_hook(span: Span, instance: Union[Redis | RedisCluster], args, # - redis.cluster.RedisCluster # Instead of checking the type, we check if the instance has a nodes_manager attribute. try: - db = "" - if hasattr(instance, "nodes_manager"): + db = '' + if hasattr(instance, 'nodes_manager'): default_node = instance.nodes_manager.default_node if not default_node: return @@ -79,17 +79,17 @@ def redis_request_hook(span: Span, instance: Union[Redis | RedisCluster], args, port = default_node.port else: connection_kwargs: dict = instance.connection_pool.connection_kwargs - host = connection_kwargs.get("host") - port = connection_kwargs.get("port") - db = connection_kwargs.get("db") + host = connection_kwargs.get('host') + port = connection_kwargs.get('port') + db = connection_kwargs.get('db') span.set_attributes( { - SpanAttributes.DB_INSTANCE: f"{host}/{db}", - SpanAttributes.DB_NAME: f"{host}/{db}", + SpanAttributes.DB_INSTANCE: f'{host}/{db}', + SpanAttributes.DB_NAME: f'{host}/{db}', SpanAttributes.DB_TYPE: SPAN_REDIS_TYPE, SpanAttributes.DB_PORT: port, SpanAttributes.DB_IP: host, - SpanAttributes.DB_STATEMENT: " ".join([str(i) for i in args]), + SpanAttributes.DB_STATEMENT: ' '.join([str(i) for i in args]), SpanAttributes.DB_OPERATION: str(args[0]), } ) @@ -102,7 +102,7 @@ def httpx_request_hook(span: Span, request: RequestInfo): HTTPX Request Hook """ - span.update_name(f"{request.method.decode()} {str(request.url)}") + span.update_name(f'{request.method.decode()} {str(request.url)}') span.set_attributes( attributes={ SpanAttributes.HTTP_URL: str(request.url), @@ -117,11 +117,7 @@ def httpx_response_hook(span: Span, request: RequestInfo, response: ResponseInfo """ span.set_attribute(SpanAttributes.HTTP_STATUS_CODE, response.status_code) - span.set_status( - StatusCode.ERROR - if response.status_code >= status.HTTP_400_BAD_REQUEST - else StatusCode.OK - ) + span.set_status(StatusCode.ERROR if response.status_code >= status.HTTP_400_BAD_REQUEST else StatusCode.OK) async def httpx_async_request_hook(span: Span, request: RequestInfo): @@ -132,9 +128,7 @@ async def httpx_async_request_hook(span: Span, request: RequestInfo): httpx_request_hook(span, request) -async def httpx_async_response_hook( - span: Span, request: RequestInfo, response: ResponseInfo -): +async def httpx_async_response_hook(span: Span, request: RequestInfo, response: ResponseInfo): """ Async Response Hook """ @@ -147,7 +141,7 @@ def aiohttp_request_hook(span: Span, request: TraceRequestStartParams): Aiohttp Request Hook """ - span.update_name(f"{request.method} {str(request.url)}") + span.update_name(f'{request.method} {str(request.url)}') span.set_attributes( attributes={ SpanAttributes.HTTP_URL: str(request.url), @@ -156,20 +150,14 @@ def aiohttp_request_hook(span: Span, request: TraceRequestStartParams): ) -def aiohttp_response_hook( - span: Span, response: Union[TraceRequestExceptionParams, TraceRequestEndParams] -): +def aiohttp_response_hook(span: Span, response: Union[TraceRequestExceptionParams, TraceRequestEndParams]): """ Aiohttp Response Hook """ if isinstance(response, TraceRequestEndParams): span.set_attribute(SpanAttributes.HTTP_STATUS_CODE, response.response.status) - span.set_status( - StatusCode.ERROR - if response.response.status >= status.HTTP_400_BAD_REQUEST - else StatusCode.OK - ) + span.set_status(StatusCode.ERROR if response.response.status >= status.HTTP_400_BAD_REQUEST else StatusCode.OK) elif isinstance(response, TraceRequestExceptionParams): span.set_status(StatusCode.ERROR) span.set_attribute(SpanAttributes.ERROR_MESSAGE, str(response.exception)) @@ -188,12 +176,10 @@ class Instrumentor(BaseInstrumentor): return [] def _instrument(self, **kwargs): - instrument_fastapi(app=self.app) + FastAPIInstrumentor.instrument_app(app=self.app) SQLAlchemyInstrumentor().instrument(engine=self.db_engine) RedisInstrumentor().instrument(request_hook=redis_request_hook) - RequestsInstrumentor().instrument( - request_hook=requests_hook, response_hook=response_hook - ) + RequestsInstrumentor().instrument(request_hook=requests_hook, response_hook=response_hook) LoggingInstrumentor().instrument() HTTPXClientInstrumentor().instrument( request_hook=httpx_request_hook, @@ -208,7 +194,7 @@ class Instrumentor(BaseInstrumentor): SystemMetricsInstrumentor().instrument() def _uninstrument(self, **kwargs): - if getattr(self, "instrumentors", None) is None: + if getattr(self, 'instrumentors', None) is None: return for instrumentor in self.instrumentors: instrumentor.uninstrument() diff --git a/backend/open_webui/utils/telemetry/logs.py b/backend/open_webui/utils/telemetry/logs.py index 00d3e28c07..e501c99cea 100644 --- a/backend/open_webui/utils/telemetry/logs.py +++ b/backend/open_webui/utils/telemetry/logs.py @@ -24,12 +24,12 @@ from open_webui.env import ( def setup_logging(): headers = [] if OTEL_LOGS_BASIC_AUTH_USERNAME and OTEL_LOGS_BASIC_AUTH_PASSWORD: - auth_string = f"{OTEL_LOGS_BASIC_AUTH_USERNAME}:{OTEL_LOGS_BASIC_AUTH_PASSWORD}" + auth_string = f'{OTEL_LOGS_BASIC_AUTH_USERNAME}:{OTEL_LOGS_BASIC_AUTH_PASSWORD}' auth_header = b64encode(auth_string.encode()).decode() - headers = [("authorization", f"Basic {auth_header}")] + headers = [('authorization', f'Basic {auth_header}')] resource = Resource.create(attributes={SERVICE_NAME: OTEL_SERVICE_NAME}) - if OTEL_LOGS_OTLP_SPAN_EXPORTER == "http": + if OTEL_LOGS_OTLP_SPAN_EXPORTER == 'http': exporter = HttpOTLPLogExporter( endpoint=OTEL_LOGS_EXPORTER_OTLP_ENDPOINT, headers=headers, diff --git a/backend/open_webui/utils/telemetry/metrics.py b/backend/open_webui/utils/telemetry/metrics.py index cafe779d80..26216b6ca4 100644 --- a/backend/open_webui/utils/telemetry/metrics.py +++ b/backend/open_webui/utils/telemetry/metrics.py @@ -44,30 +44,25 @@ from open_webui.env import ( OTEL_METRICS_BASIC_AUTH_PASSWORD, OTEL_METRICS_OTLP_SPAN_EXPORTER, OTEL_METRICS_EXPORTER_OTLP_INSECURE, + OTEL_METRICS_EXPORT_INTERVAL_MILLIS, ) from open_webui.models.users import Users -_EXPORT_INTERVAL_MILLIS = 10_000 # 10 seconds - def _build_meter_provider(resource: Resource) -> MeterProvider: """Return a configured MeterProvider.""" headers = [] if OTEL_METRICS_BASIC_AUTH_USERNAME and OTEL_METRICS_BASIC_AUTH_PASSWORD: - auth_string = ( - f"{OTEL_METRICS_BASIC_AUTH_USERNAME}:{OTEL_METRICS_BASIC_AUTH_PASSWORD}" - ) + auth_string = f'{OTEL_METRICS_BASIC_AUTH_USERNAME}:{OTEL_METRICS_BASIC_AUTH_PASSWORD}' auth_header = b64encode(auth_string.encode()).decode() - headers = [("authorization", f"Basic {auth_header}")] + headers = [('authorization', f'Basic {auth_header}')] # Periodic reader pushes metrics over OTLP/gRPC to collector - if OTEL_METRICS_OTLP_SPAN_EXPORTER == "http": + if OTEL_METRICS_OTLP_SPAN_EXPORTER == 'http': readers: List[PeriodicExportingMetricReader] = [ PeriodicExportingMetricReader( - OTLPHttpMetricExporter( - endpoint=OTEL_METRICS_EXPORTER_OTLP_ENDPOINT, headers=headers - ), - export_interval_millis=_EXPORT_INTERVAL_MILLIS, + OTLPHttpMetricExporter(endpoint=OTEL_METRICS_EXPORTER_OTLP_ENDPOINT, headers=headers), + export_interval_millis=OTEL_METRICS_EXPORT_INTERVAL_MILLIS, ) ] else: @@ -78,28 +73,28 @@ def _build_meter_provider(resource: Resource) -> MeterProvider: insecure=OTEL_METRICS_EXPORTER_OTLP_INSECURE, headers=headers, ), - export_interval_millis=_EXPORT_INTERVAL_MILLIS, + export_interval_millis=OTEL_METRICS_EXPORT_INTERVAL_MILLIS, ) ] # Optional view to limit cardinality: drop user-agent etc. views: List[View] = [ View( - instrument_name="http.server.duration", - attribute_keys=["http.method", "http.route", "http.status_code"], + instrument_name='http.server.duration', + attribute_keys=['http.method', 'http.route', 'http.status_code'], ), View( - instrument_name="http.server.requests", - attribute_keys=["http.method", "http.route", "http.status_code"], + instrument_name='http.server.requests', + attribute_keys=['http.method', 'http.route', 'http.status_code'], ), View( - instrument_name="webui.users.total", + instrument_name='webui.users.total', ), View( - instrument_name="webui.users.active", + instrument_name='webui.users.active', ), View( - instrument_name="webui.users.active.today", + instrument_name='webui.users.active.today', ), ] @@ -119,26 +114,26 @@ def setup_metrics(app: FastAPI, resource: Resource) -> None: # Instruments request_counter = meter.create_counter( - name="http.server.requests", - description="Counts the total number of inbound HTTP requests.", - unit="1", + name='http.server.requests', + description='Counts the total number of inbound HTTP requests.', + unit='1', ) duration_histogram = meter.create_histogram( - name="http.server.duration", - description="Measures the duration of inbound HTTP requests.", - unit="ms", + name='http.server.duration', + description='Measures the duration of inbound HTTP requests.', + unit='ms', ) - def observe_active_users( + async def observe_active_users( options: metrics.CallbackOptions, ) -> Sequence[metrics.Observation]: return [ metrics.Observation( - value=Users.get_active_user_count(), + value=await Users.get_active_user_count(), ) ] - def observe_total_registered_users( + async def observe_total_registered_users( options: metrics.CallbackOptions, ) -> Sequence[metrics.Observation]: # IMPORTANT: Use get_num_users() for efficient COUNT(*) query. @@ -146,45 +141,45 @@ def setup_metrics(app: FastAPI, resource: Resource) -> None: # causing connection pool exhaustion on high-latency databases (e.g., Aurora). return [ metrics.Observation( - value=Users.get_num_users() or 0, + value=await Users.get_num_users() or 0, ) ] meter.create_observable_gauge( - name="webui.users.total", - description="Total number of registered users", - unit="users", + name='webui.users.total', + description='Total number of registered users', + unit='users', callbacks=[observe_total_registered_users], ) meter.create_observable_gauge( - name="webui.users.active", - description="Number of currently active users", - unit="users", + name='webui.users.active', + description='Number of currently active users', + unit='users', callbacks=[observe_active_users], ) - def observe_users_active_today( + async def observe_users_active_today( options: metrics.CallbackOptions, ) -> Sequence[metrics.Observation]: - return [metrics.Observation(value=Users.get_num_users_active_today())] + return [metrics.Observation(value=await Users.get_num_users_active_today())] meter.create_observable_gauge( - name="webui.users.active.today", - description="Number of users active since midnight today", - unit="users", + name='webui.users.active.today', + description='Number of users active since midnight today', + unit='users', callbacks=[observe_users_active_today], ) # FastAPI middleware - @app.middleware("http") + @app.middleware('http') async def _metrics_middleware(request: Request, call_next): start_time = time.perf_counter() status_code = None try: response = await call_next(request) - status_code = getattr(response, "status_code", 500) + status_code = getattr(response, 'status_code', 500) return response except Exception: status_code = 500 @@ -193,13 +188,13 @@ def setup_metrics(app: FastAPI, resource: Resource) -> None: elapsed_ms = (time.perf_counter() - start_time) * 1000.0 # Route template e.g. "/items/{item_id}" instead of real path. - route = request.scope.get("route") - route_path = getattr(route, "path", request.url.path) + route = request.scope.get('route') + route_path = getattr(route, 'path', request.url.path) attrs: Dict[str, str | int] = { - "http.method": request.method, - "http.route": route_path, - "http.status_code": status_code, + 'http.method': request.method, + 'http.route': route_path, + 'http.status_code': status_code, } request_counter.add(1, attrs) diff --git a/backend/open_webui/utils/telemetry/setup.py b/backend/open_webui/utils/telemetry/setup.py index 36294b4e56..744dced2d0 100644 --- a/backend/open_webui/utils/telemetry/setup.py +++ b/backend/open_webui/utils/telemetry/setup.py @@ -34,12 +34,12 @@ def setup(app: FastAPI, db_engine: Engine): # Add basic auth header only if both username and password are not empty headers = [] if OTEL_BASIC_AUTH_USERNAME and OTEL_BASIC_AUTH_PASSWORD: - auth_string = f"{OTEL_BASIC_AUTH_USERNAME}:{OTEL_BASIC_AUTH_PASSWORD}" + auth_string = f'{OTEL_BASIC_AUTH_USERNAME}:{OTEL_BASIC_AUTH_PASSWORD}' auth_header = b64encode(auth_string.encode()).decode() - headers = [("authorization", f"Basic {auth_header}")] + headers = [('authorization', f'Basic {auth_header}')] # otlp export - if OTEL_OTLP_SPAN_EXPORTER == "http": + if OTEL_OTLP_SPAN_EXPORTER == 'http': exporter = HttpOTLPSpanExporter( endpoint=OTEL_EXPORTER_OTLP_ENDPOINT, headers=headers, diff --git a/backend/open_webui/utils/tools.py b/backend/open_webui/utils/tools.py index 081e2f5fab..a44fe69ab8 100644 --- a/backend/open_webui/utils/tools.py +++ b/backend/open_webui/utils/tools.py @@ -1,3 +1,4 @@ +import base64 import inspect import logging import re @@ -44,6 +45,7 @@ from open_webui.utils.access_control import has_access, has_connection_access from open_webui.config import BYPASS_ADMIN_ACCESS_CONTROL from open_webui.env import ( AIOHTTP_CLIENT_TIMEOUT, + AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER, AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA, AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL, ENABLE_FORWARD_USER_INFO_HEADERS, @@ -79,19 +81,27 @@ from open_webui.tools.builtin import ( query_knowledge_bases, search_knowledge_files, query_knowledge_files, + list_knowledge, view_file, view_knowledge_file, view_skill, + tasks, + create_automation, + update_automation, + list_automations, + toggle_automation, + delete_automation, ) import copy +from open_webui.utils.access_control import has_permission log = logging.getLogger(__name__) -def get_async_tool_function_and_apply_extra_params( - function: Callable, extra_params: dict -) -> Callable[..., Awaitable]: +# Let no function be called without need, and let what +# it yields justify the cost of running it. +async def get_async_tool_function_and_apply_extra_params(function: Callable, extra_params: dict) -> Callable[..., Awaitable]: sig = inspect.signature(function) extra_params = {k: v for k, v in extra_params.items() if k in sig.parameters} partial_func = partial(function, **extra_params) @@ -106,9 +116,7 @@ def get_async_tool_function_and_apply_extra_params( # Keep remaining parameters parameters.append(parameter) - new_sig = inspect.Signature( - parameters=parameters, return_annotation=sig.return_annotation - ) + new_sig = inspect.Signature(parameters=parameters, return_annotation=sig.return_annotation) if inspect.iscoroutinefunction(function): # wrap the functools.partial as python-genai has trouble with it @@ -130,13 +138,13 @@ def get_async_tool_function_and_apply_extra_params( return new_function -def get_updated_tool_function(function: Callable, extra_params: dict): +async def get_updated_tool_function(function: Callable, extra_params: dict): # Get the original function and merge updated params - __function__ = getattr(function, "__function__", None) - __extra_params__ = getattr(function, "__extra_params__", None) + __function__ = getattr(function, '__function__', None) + __extra_params__ = getattr(function, '__extra_params__', None) if __function__ is not None and __extra_params__ is not None: - return get_async_tool_function_and_apply_extra_params( + return await get_async_tool_function_and_apply_extra_params( __function__, {**__extra_params__, **extra_params}, ) @@ -144,9 +152,7 @@ def get_updated_tool_function(function: Callable, extra_params: dict): return function -async def get_tools( - request: Request, tool_ids: list[str], user: UserModel, extra_params: dict -) -> dict[str, dict]: +async def get_tools(request: Request, tool_ids: list[str], user: UserModel, extra_params: dict) -> dict[str, dict]: """Load tools for the given tool_ids, checking access control.""" if not tool_ids: return {} @@ -154,187 +160,172 @@ async def get_tools( tools_dict = {} # Get user's group memberships for access control checks - user_group_ids = {group.id for group in Groups.get_groups_by_member_id(user.id)} + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id)} for tool_id in tool_ids: - tool = Tools.get_tool_by_id(tool_id) + tool = await Tools.get_tool_by_id(tool_id) if tool: # Check access control for local tools if ( - not (user.role == "admin" and BYPASS_ADMIN_ACCESS_CONTROL) + not (user.role == 'admin' and BYPASS_ADMIN_ACCESS_CONTROL) and tool.user_id != user.id - and not AccessGrants.has_access( + and not await AccessGrants.has_access( user_id=user.id, - resource_type="tool", + resource_type='tool', resource_id=tool.id, - permission="read", + permission='read', user_group_ids=user_group_ids, ) ): - log.warning(f"Access denied to tool {tool_id} for user {user.id}") + log.warning(f'Access denied to tool {tool_id} for user {user.id}') continue module = request.app.state.TOOLS.get(tool_id, None) if module is None: - module, _ = load_tool_module_by_id(tool_id) + module, _ = await load_tool_module_by_id(tool_id) request.app.state.TOOLS[tool_id] = module __user__ = { - **extra_params["__user__"], + **extra_params['__user__'], } # Set valves for the tool - if hasattr(module, "valves") and hasattr(module, "Valves"): - valves = Tools.get_tool_valves_by_id(tool_id) or {} + if hasattr(module, 'valves') and hasattr(module, 'Valves'): + valves = await Tools.get_tool_valves_by_id(tool_id) or {} module.valves = module.Valves(**valves) - if hasattr(module, "UserValves"): - __user__["valves"] = module.UserValves( # type: ignore - **Tools.get_user_valves_by_id_and_user_id(tool_id, user.id) + if hasattr(module, 'UserValves'): + __user__['valves'] = module.UserValves( # type: ignore + **await Tools.get_user_valves_by_id_and_user_id(tool_id, user.id) ) for spec in tool.specs: # TODO: Fix hack for OpenAI API # Some times breaks OpenAI but others don't. Leaving the comment - for val in spec.get("parameters", {}).get("properties", {}).values(): - if val.get("type") == "str": - val["type"] = "string" + for val in spec.get('parameters', {}).get('properties', {}).values(): + if val.get('type') == 'str': + val['type'] = 'string' # Remove internal reserved parameters (e.g. __id__, __user__) - spec["parameters"]["properties"] = { - key: val - for key, val in spec["parameters"]["properties"].items() - if not key.startswith("__") + spec['parameters']['properties'] = { + key: val for key, val in spec['parameters']['properties'].items() if not key.startswith('__') } # convert to function that takes only model params and inserts custom params - function_name = spec["name"] + function_name = spec['name'] tool_function = getattr(module, function_name) - callable = get_async_tool_function_and_apply_extra_params( + callable = await get_async_tool_function_and_apply_extra_params( tool_function, { **extra_params, - "__id__": tool_id, - "__user__": __user__, + '__id__': tool_id, + '__user__': __user__, }, ) # TODO: Support Pydantic models as parameters - if callable.__doc__ and callable.__doc__.strip() != "": - s = re.split(":(param|return)", callable.__doc__, 1) - spec["description"] = s[0] + if callable.__doc__ and callable.__doc__.strip() != '': + s = re.split(':(param|return)', callable.__doc__, 1) + spec['description'] = s[0] else: - spec["description"] = function_name + spec['description'] = function_name tool_dict = { - "tool_id": tool_id, - "callable": callable, - "spec": spec, + 'tool_id': tool_id, + 'callable': callable, + 'spec': spec, # Misc info - "metadata": { - "file_handler": hasattr(module, "file_handler") - and module.file_handler, - "citation": hasattr(module, "citation") and module.citation, + 'metadata': { + 'file_handler': hasattr(module, 'file_handler') and module.file_handler, + 'citation': hasattr(module, 'citation') and module.citation, }, } # Handle function name collisions while function_name in tools_dict: - log.warning( - f"Tool {function_name} already exists in another tools!" - ) + log.warning(f'Tool {function_name} already exists in another tools!') # Prepend tool ID to function name - function_name = f"{tool_id}_{function_name}" + function_name = f'{tool_id}_{function_name}' tools_dict[function_name] = tool_dict else: - if tool_id.startswith("server:"): - splits = tool_id.split(":") + if tool_id.startswith('server:'): + splits = tool_id.split(':') if len(splits) == 2: - type = "openapi" + type = 'openapi' server_id = splits[1] elif len(splits) == 3: type = splits[1] server_id = splits[2] - server_id_splits = server_id.split("|") + server_id_splits = server_id.split('|') if len(server_id_splits) == 2: server_id = server_id_splits[0] - function_names = server_id_splits[1].split(",") - - if type == "openapi": + function_names = server_id_splits[1].split(',') + if type == 'openapi': tool_server_data = None for server in await get_tool_servers(request): - if server["id"] == server_id: + if server['id'] == server_id: tool_server_data = server break if tool_server_data is None: - log.warning(f"Tool server data not found for {server_id}") + log.warning(f'Tool server data not found for {server_id}') continue - tool_server_idx = tool_server_data.get("idx", 0) - tool_server_connection = ( - request.app.state.config.TOOL_SERVER_CONNECTIONS[ - tool_server_idx - ] - ) - - # Check access control for tool server - if not has_connection_access( - user, tool_server_connection, user_group_ids - ): + tool_server_idx = tool_server_data.get('idx', 0) + connections = request.app.state.config.TOOL_SERVER_CONNECTIONS + if tool_server_idx >= len(connections): log.warning( - f"Access denied to tool server {server_id} for user {user.id}" + f'Tool server index {tool_server_idx} out of range ' + f'(have {len(connections)} connections), skipping server {server_id}' ) continue + tool_server_connection = connections[tool_server_idx] - specs = tool_server_data.get("specs", []) - function_name_filter_list = tool_server_connection.get( - "config", {} - ).get("function_name_filter_list", "") + # Check access control for tool server + if not await has_connection_access(user, tool_server_connection, user_group_ids): + log.warning(f'Access denied to tool server {server_id} for user {user.id}') + continue + + specs = tool_server_data.get('specs', []) + function_name_filter_list = tool_server_connection.get('config', {}).get( + 'function_name_filter_list', '' + ) if isinstance(function_name_filter_list, str): - function_name_filter_list = function_name_filter_list.split(",") + function_name_filter_list = function_name_filter_list.split(',') for spec in specs: - function_name = spec["name"] + function_name = spec['name'] if function_name_filter_list: - if not is_string_allowed( - function_name, function_name_filter_list - ): + if not is_string_allowed(function_name, function_name_filter_list): # Skip this function continue - auth_type = tool_server_connection.get("auth_type", "bearer") + auth_type = tool_server_connection.get('auth_type', 'bearer') cookies = {} headers = { - "Content-Type": "application/json", + 'Content-Type': 'application/json', } - if auth_type == "bearer": - headers["Authorization"] = ( - f"Bearer {tool_server_connection.get('key', '')}" - ) - elif auth_type == "none": + if auth_type == 'bearer': + headers['Authorization'] = f'Bearer {tool_server_connection.get("key", "")}' + elif auth_type == 'none': # No authentication pass - elif auth_type == "session": + elif auth_type == 'session': cookies = request.cookies - headers["Authorization"] = ( - f"Bearer {request.state.token.credentials}" - ) - elif auth_type == "system_oauth": + headers['Authorization'] = f'Bearer {request.state.token.credentials}' + elif auth_type == 'system_oauth': cookies = request.cookies - oauth_token = extra_params.get("__oauth_token__", None) + oauth_token = extra_params.get('__oauth_token__', None) if oauth_token: - headers["Authorization"] = ( - f"Bearer {oauth_token.get('access_token', '')}" - ) + headers['Authorization'] = f'Bearer {oauth_token.get("access_token", "")}' - connection_headers = tool_server_connection.get("headers", None) + connection_headers = tool_server_connection.get('headers', None) if connection_headers and isinstance(connection_headers, dict): for key, value in connection_headers.items(): headers[key] = value @@ -342,22 +333,16 @@ async def get_tools( # Add user info headers if enabled if ENABLE_FORWARD_USER_INFO_HEADERS and user: headers = include_user_info_headers(headers, user) - metadata = extra_params.get("__metadata__", {}) - if metadata and metadata.get("chat_id"): - headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = ( - metadata.get("chat_id") - ) - if metadata and metadata.get("message_id"): - headers[FORWARD_SESSION_INFO_HEADER_MESSAGE_ID] = ( - metadata.get("message_id") - ) + metadata = extra_params.get('__metadata__', {}) + if metadata and metadata.get('chat_id'): + headers[FORWARD_SESSION_INFO_HEADER_CHAT_ID] = metadata.get('chat_id') + if metadata and metadata.get('message_id'): + headers[FORWARD_SESSION_INFO_HEADER_MESSAGE_ID] = metadata.get('message_id') - def make_tool_function( - function_name, tool_server_data, headers - ): + async def make_tool_function(function_name, tool_server_data, headers): async def tool_function(**kwargs): return await execute_tool_server( - url=tool_server_data["url"], + url=tool_server_data['url'], headers=headers, cookies=cookies, name=function_name, @@ -367,30 +352,26 @@ async def get_tools( return tool_function - tool_function = make_tool_function( - function_name, tool_server_data, headers - ) + tool_function = await make_tool_function(function_name, tool_server_data, headers) - callable = get_async_tool_function_and_apply_extra_params( + callable = await get_async_tool_function_and_apply_extra_params( tool_function, {}, ) tool_dict = { - "tool_id": tool_id, - "callable": callable, - "spec": clean_openai_tool_schema(spec), + 'tool_id': tool_id, + 'callable': callable, + 'spec': clean_openai_tool_schema(spec), # Misc info - "type": "external", + 'type': 'external', } # Handle function name collisions while function_name in tools_dict: - log.warning( - f"Tool {function_name} already exists in another tools!" - ) + log.warning(f'Tool {function_name} already exists in another tools!') # Prepend server ID to function name - function_name = f"{server_id}_{function_name}" + function_name = f'{server_id}_{function_name}' tools_dict[function_name] = tool_dict @@ -400,7 +381,7 @@ async def get_tools( return tools_dict -def get_builtin_tools( +async def get_builtin_tools( request: Request, extra_params: dict, features: dict = None, model: dict = None ) -> dict[str, dict]: """ @@ -414,37 +395,50 @@ def get_builtin_tools( # Helper to get model capabilities (defaults to True if not specified) def get_model_capability(name: str, default: bool = True) -> bool: - return (model.get("info", {}).get("meta", {}).get("capabilities") or {}).get( - name, default - ) + return (model.get('info', {}).get('meta', {}).get('capabilities') or {}).get(name, default) # Helper to check if a builtin tool category is enabled via meta.builtinTools # Defaults to True if not specified (backward compatible) def is_builtin_tool_enabled(category: str) -> bool: - builtin_tools = model.get("info", {}).get("meta", {}).get("builtinTools", {}) + builtin_tools = model.get('info', {}).get('meta', {}).get('builtinTools', {}) return builtin_tools.get(category, True) + # Helper to check user-level feature permission (admins always pass) + user = extra_params.get('__user__', {}) + + async def has_user_permission(feature_key: str) -> bool: + if user.get('role') == 'admin': + return True + return await has_permission( + user.get('id', ''), + f'features.{feature_key}', + request.app.state.config.USER_PERMISSIONS, + ) + # Time utilities - available for date calculations - if is_builtin_tool_enabled("time"): + if is_builtin_tool_enabled('time'): builtin_functions.extend([get_current_timestamp, calculate_timestamp]) # Knowledge base tools - conditional injection based on model knowledge # If model has attached knowledge (any type), only provide query_knowledge_files # Otherwise, provide all KB browsing tools - model_knowledge = model.get("info", {}).get("meta", {}).get("knowledge", []) + model_knowledge = model.get('info', {}).get('meta', {}).get('knowledge', []) # Merge folder-attached knowledge so builtin tools can search it - folder_knowledge = extra_params.get("__metadata__", {}).get("folder_knowledge") + folder_knowledge = extra_params.get('__metadata__', {}).get('folder_knowledge') if folder_knowledge: model_knowledge = list(model_knowledge or []) + list(folder_knowledge) - if is_builtin_tool_enabled("knowledge"): + if is_builtin_tool_enabled('knowledge'): if model_knowledge: - # Model has attached knowledge - only allow semantic search within it + # Model has attached knowledge - provide discovery, search and semantic tools + builtin_functions.append(list_knowledge) + builtin_functions.append(search_knowledge_files) builtin_functions.append(query_knowledge_files) - knowledge_types = {item.get("type") for item in model_knowledge} - if "file" in knowledge_types or "collection" in knowledge_types: + knowledge_types = {item.get('type') for item in model_knowledge} + if 'file' in knowledge_types or 'collection' in knowledge_types: builtin_functions.append(view_file) - if "note" in knowledge_types: + builtin_functions.append(view_knowledge_file) + if 'note' in knowledge_types: builtin_functions.append(view_note) else: # No model knowledge - allow full KB browsing @@ -460,11 +454,15 @@ def get_builtin_tools( ) # Chats tools - search and fetch user's chat history - if is_builtin_tool_enabled("chats"): + if is_builtin_tool_enabled('chats'): builtin_functions.extend([search_chats, view_chat]) # Add memory tools if builtin category enabled AND enabled for this chat - if is_builtin_tool_enabled("memory") and features.get("memory"): + if ( + is_builtin_tool_enabled('memory') + and (features.get('memory') or get_model_capability('memory', False)) + and await has_user_permission('memories') + ): builtin_functions.extend( [ search_memories, @@ -477,49 +475,55 @@ def get_builtin_tools( # Add web search tools if builtin category enabled AND enabled globally AND model has web_search capability if ( - is_builtin_tool_enabled("web_search") - and getattr(request.app.state.config, "ENABLE_WEB_SEARCH", False) - and get_model_capability("web_search") - and features.get("web_search") + is_builtin_tool_enabled('web_search') + and getattr(request.app.state.config, 'ENABLE_WEB_SEARCH', False) + and get_model_capability('web_search') + and features.get('web_search') + and await has_user_permission('web_search') ): builtin_functions.extend([search_web, fetch_url]) # Add image generation/edit tools if builtin category enabled AND enabled globally AND model has image_generation capability if ( - is_builtin_tool_enabled("image_generation") - and getattr(request.app.state.config, "ENABLE_IMAGE_GENERATION", False) - and get_model_capability("image_generation") - and features.get("image_generation") + is_builtin_tool_enabled('image_generation') + and getattr(request.app.state.config, 'ENABLE_IMAGE_GENERATION', False) + and get_model_capability('image_generation') + and features.get('image_generation') + and await has_user_permission('image_generation') ): builtin_functions.append(generate_image) if ( - is_builtin_tool_enabled("image_generation") - and getattr(request.app.state.config, "ENABLE_IMAGE_EDIT", False) - and get_model_capability("image_generation") - and features.get("image_generation") + is_builtin_tool_enabled('image_generation') + and getattr(request.app.state.config, 'ENABLE_IMAGE_EDIT', False) + and get_model_capability('image_generation') + and features.get('image_generation') + and await has_user_permission('image_generation') ): builtin_functions.append(edit_image) # Add code interpreter tool if builtin category enabled AND enabled globally AND model has code_interpreter capability if ( - is_builtin_tool_enabled("code_interpreter") - and getattr(request.app.state.config, "ENABLE_CODE_INTERPRETER", True) - and get_model_capability("code_interpreter") - and features.get("code_interpreter") + is_builtin_tool_enabled('code_interpreter') + and getattr(request.app.state.config, 'ENABLE_CODE_INTERPRETER', True) + and get_model_capability('code_interpreter') + and features.get('code_interpreter') + and await has_user_permission('code_interpreter') ): builtin_functions.append(execute_code) - # Notes tools - search, view, create, and update user's notes (if builtin category enabled AND notes enabled globally) - if is_builtin_tool_enabled("notes") and getattr( - request.app.state.config, "ENABLE_NOTES", False + # Notes tools - search, view, create, and update user's notes + if ( + is_builtin_tool_enabled('notes') + and getattr(request.app.state.config, 'ENABLE_NOTES', False) + and await has_user_permission('notes') ): - builtin_functions.extend( - [search_notes, view_note, write_note, replace_note_content] - ) + builtin_functions.extend([search_notes, view_note, write_note, replace_note_content]) - # Channels tools - search channels and messages (if builtin category enabled AND channels enabled globally) - if is_builtin_tool_enabled("channels") and getattr( - request.app.state.config, "ENABLE_CHANNELS", False + # Channels tools - search channels and messages + if ( + is_builtin_tool_enabled('channels') + and getattr(request.app.state.config, 'ENABLE_CHANNELS', False) + and await has_user_permission('channels') ): builtin_functions.extend( [ @@ -531,21 +535,29 @@ def get_builtin_tools( ) # Skills tools - view_skill allows model to load full skill instructions on demand - if extra_params.get("__skill_ids__"): + if extra_params.get('__skill_ids__'): builtin_functions.append(view_skill) + # Task management - break down complex work into trackable steps + if is_builtin_tool_enabled('tasks'): + builtin_functions.append(tasks) + + # Automation tools - create and manage scheduled automations from chat + if is_builtin_tool_enabled('automations') and await has_user_permission('automations'): + builtin_functions.extend([create_automation, update_automation, list_automations, toggle_automation, delete_automation]) + for func in builtin_functions: - callable = get_async_tool_function_and_apply_extra_params( + callable = await get_async_tool_function_and_apply_extra_params( func, { - "__request__": request, - "__user__": extra_params.get("__user__", {}), - "__event_emitter__": extra_params.get("__event_emitter__"), - "__event_call__": extra_params.get("__event_call__"), - "__metadata__": extra_params.get("__metadata__"), - "__chat_id__": extra_params.get("__chat_id__"), - "__message_id__": extra_params.get("__message_id__"), - "__model_knowledge__": model_knowledge, + '__request__': request, + '__user__': extra_params.get('__user__', {}), + '__event_emitter__': extra_params.get('__event_emitter__'), + '__event_call__': extra_params.get('__event_call__'), + '__metadata__': extra_params.get('__metadata__'), + '__chat_id__': extra_params.get('__chat_id__'), + '__message_id__': extra_params.get('__message_id__'), + '__model_knowledge__': model_knowledge, }, ) @@ -555,10 +567,10 @@ def get_builtin_tools( spec = clean_openai_tool_schema(spec) tools_dict[func.__name__] = { - "tool_id": f"builtin:{func.__name__}", - "callable": callable, - "spec": spec, - "type": "builtin", + 'tool_id': f'builtin:{func.__name__}', + 'callable': callable, + 'spec': spec, + 'type': 'builtin', } return tools_dict @@ -576,18 +588,18 @@ def parse_description(docstring: str | None) -> str: """ if not docstring: - return "" + return '' - lines = [line.strip() for line in docstring.strip().split("\n")] + lines = [line.strip() for line in docstring.strip().split('\n')] description_lines: list[str] = [] for line in lines: - if re.match(r":param", line) or re.match(r":return", line): + if re.match(r':param', line) or re.match(r':return', line): break description_lines.append(line) - return "\n".join(description_lines) + return '\n'.join(description_lines) def parse_docstring(docstring): @@ -604,7 +616,7 @@ def parse_docstring(docstring): return {} # Regex to match `:param name: description` format - param_pattern = re.compile(r":param (\w+):\s*(.+)") + param_pattern = re.compile(r':param (\w+):\s*(.+)') param_descriptions = {} for line in docstring.splitlines(): @@ -612,7 +624,7 @@ def parse_docstring(docstring): if not match: continue param_name, param_description = match.groups() - if param_name.startswith("__"): + if param_name.startswith('__'): continue param_descriptions[param_name] = param_description @@ -665,27 +677,27 @@ def clean_properties(schema: dict): if not isinstance(schema, dict): return - if "anyOf" in schema: - non_null_types = [t for t in schema["anyOf"] if t.get("type") != "null"] + if 'anyOf' in schema: + non_null_types = [t for t in schema['anyOf'] if t.get('type') != 'null'] if len(non_null_types) == 1: schema.update(non_null_types[0]) - del schema["anyOf"] + del schema['anyOf'] else: - schema["anyOf"] = non_null_types + schema['anyOf'] = non_null_types - if "default" in schema and schema["default"] is None: - del schema["default"] + if 'default' in schema and schema['default'] is None: + del schema['default'] # fix missing type - if "type" not in schema and "anyOf" not in schema and "properties" not in schema: - schema["type"] = "string" + if 'type' not in schema and 'anyOf' not in schema and 'properties' not in schema: + schema['type'] = 'string' - if "properties" in schema: - for prop_name, prop_schema in schema["properties"].items(): + if 'properties' in schema: + for prop_name, prop_schema in schema['properties'].items(): clean_properties(prop_schema) - if "items" in schema: - clean_properties(schema["items"]) + if 'items' in schema: + clean_properties(schema['items']) def clean_openai_tool_schema(spec: dict) -> dict: @@ -693,8 +705,8 @@ def clean_openai_tool_schema(spec: dict) -> dict: cleaned_spec = copy.deepcopy(spec) - if "parameters" in cleaned_spec: - clean_properties(cleaned_spec["parameters"]) + if 'parameters' in cleaned_spec: + clean_properties(cleaned_spec['parameters']) return cleaned_spec @@ -703,12 +715,8 @@ def get_functions_from_tool(tool: object) -> list[Callable]: return [ getattr(tool, func) for func in dir(tool) - if callable( - getattr(tool, func) - ) # checks if the attribute is callable (a method or function). - and not func.startswith( - "__" - ) # filters out special (dunder) methods like init, str, etc. — these are usually built-in functions of an object that you might not need to use directly. + if callable(getattr(tool, func)) # checks if the attribute is callable (a method or function). + and not func.startswith('_') # filters out internal methods (starting with _) and special (dunder) methods. and not inspect.isclass( getattr(tool, func) ) # ensures that the callable is not a class itself, just a method or function. @@ -716,46 +724,51 @@ def get_functions_from_tool(tool: object) -> list[Callable]: def get_tool_specs(tool_module: object) -> list[dict]: - function_models = map( - convert_function_to_pydantic_model, get_functions_from_tool(tool_module) - ) + function_models = map(convert_function_to_pydantic_model, get_functions_from_tool(tool_module)) specs = [ - clean_openai_tool_schema( - convert_pydantic_model_to_openai_function_spec(function_model) - ) + clean_openai_tool_schema(convert_pydantic_model_to_openai_function_spec(function_model)) for function_model in function_models ] return specs -def resolve_schema(schema, components): +def resolve_schema(schema, components, resolved_schemas=None): """ Recursively resolves a JSON schema using OpenAPI components. """ if not schema: return {} - if "$ref" in schema: - ref_path = schema["$ref"] - ref_parts = ref_path.strip("#/").split("/") + if resolved_schemas is None: + resolved_schemas = set() + + if '$ref' in schema: + ref_path = schema['$ref'] + schema_name = ref_path.split('/')[-1] + + if schema_name in resolved_schemas: + # Avoid infinite recursion on circular references + return {} + + resolved_schemas.add(schema_name) + + ref_parts = ref_path.strip('#/').split('/') resolved = components for part in ref_parts[1:]: # Skip the initial 'components' resolved = resolved.get(part, {}) - return resolve_schema(resolved, components) + return resolve_schema(resolved, components, resolved_schemas) resolved_schema = copy.deepcopy(schema) # Recursively resolve inner schemas - if "properties" in resolved_schema: - for prop, prop_schema in resolved_schema["properties"].items(): - resolved_schema["properties"][prop] = resolve_schema( - prop_schema, components - ) + if 'properties' in resolved_schema: + for prop, prop_schema in resolved_schema['properties'].items(): + resolved_schema['properties'][prop] = resolve_schema(prop_schema, components) - if "items" in resolved_schema: - resolved_schema["items"] = resolve_schema(resolved_schema["items"], components) + if 'items' in resolved_schema: + resolved_schema['items'] = resolve_schema(resolved_schema['items'], components) return resolved_schema @@ -772,75 +785,60 @@ def convert_openapi_to_tool_payload(openapi_spec): """ tool_payload = [] - for path, methods in openapi_spec.get("paths", {}).items(): + for path, methods in openapi_spec.get('paths', {}).items(): for method, operation in methods.items(): - if operation.get("operationId"): + if operation.get('operationId'): tool = { - "name": operation.get("operationId"), - "description": operation.get( - "description", - operation.get("summary", "No description available."), + 'name': operation.get('operationId'), + 'description': operation.get( + 'description', + operation.get('summary', 'No description available.'), ), - "parameters": {"type": "object", "properties": {}, "required": []}, + 'parameters': {'type': 'object', 'properties': {}, 'required': []}, } - for param in operation.get("parameters", []): - param_name = param.get("name") + for param in operation.get('parameters', []): + param_name = param.get('name') if not param_name: continue - param_schema = param.get("schema", {}) - description = param_schema.get("description", "") + param_schema = param.get('schema', {}) + description = param_schema.get('description', '') if not description: - description = param.get("description") or "" - if param_schema.get("enum") and isinstance( - param_schema.get("enum"), list - ): - description += ( - f". Possible values: {', '.join(param_schema.get('enum'))}" - ) + description = param.get('description') or '' + if param_schema.get('enum') and isinstance(param_schema.get('enum'), list): + description += f'. Possible values: {", ".join(param_schema.get("enum"))}' param_property = { - "type": param_schema.get("type") or "string", - "description": description, + 'type': param_schema.get('type') or 'string', + 'description': description, } # Include items property for array types (required by OpenAI) - if param_schema.get("type") == "array" and "items" in param_schema: - param_property["items"] = param_schema["items"] + if param_schema.get('type') == 'array' and 'items' in param_schema: + param_property['items'] = param_schema['items'] # Filter out None values to prevent schema validation errors - param_property = { - k: v for k, v in param_property.items() if v is not None - } + param_property = {k: v for k, v in param_property.items() if v is not None} - tool["parameters"]["properties"][param_name] = param_property - if param.get("required"): - tool["parameters"]["required"].append(param_name) + tool['parameters']['properties'][param_name] = param_property + if param.get('required'): + tool['parameters']['required'].append(param_name) # Extract and resolve requestBody if available - request_body = operation.get("requestBody") + request_body = operation.get('requestBody') if request_body: - content = request_body.get("content", {}) - json_schema = content.get("application/json", {}).get("schema") + content = request_body.get('content', {}) + json_schema = content.get('application/json', {}).get('schema') if json_schema: - resolved_schema = resolve_schema( - json_schema, openapi_spec.get("components", {}) - ) + resolved_schema = resolve_schema(json_schema, openapi_spec.get('components', {})) - if resolved_schema.get("properties"): - tool["parameters"]["properties"].update( - resolved_schema["properties"] - ) - if "required" in resolved_schema: - tool["parameters"]["required"] = list( - set( - tool["parameters"]["required"] - + resolved_schema["required"] - ) + if resolved_schema.get('properties'): + tool['parameters']['properties'].update(resolved_schema['properties']) + if 'required' in resolved_schema: + tool['parameters']['required'] = list( + set(tool['parameters']['required'] + resolved_schema['required']) ) - elif resolved_schema.get("type") == "array": - tool["parameters"] = ( - resolved_schema # special case for array - ) + elif resolved_schema.get('type') == 'array': + tool['parameters'] = resolved_schema # special case for array tool_payload.append(tool) @@ -848,14 +846,10 @@ def convert_openapi_to_tool_payload(openapi_spec): async def set_tool_servers(request: Request): - request.app.state.TOOL_SERVERS = await get_tool_servers_data( - request.app.state.config.TOOL_SERVER_CONNECTIONS - ) + request.app.state.TOOL_SERVERS = await get_tool_servers_data(request.app.state.config.TOOL_SERVER_CONNECTIONS) if request.app.state.redis is not None: - await request.app.state.redis.set( - "tool_servers", json.dumps(request.app.state.TOOL_SERVERS) - ) + await request.app.state.redis.set('tool_servers', json.dumps(request.app.state.TOOL_SERVERS)) return request.app.state.TOOL_SERVERS @@ -864,10 +858,10 @@ async def get_tool_servers(request: Request): tool_servers = [] if request.app.state.redis is not None: try: - tool_servers = json.loads(await request.app.state.redis.get("tool_servers")) + tool_servers = json.loads(await request.app.state.redis.get('tool_servers')) request.app.state.TOOL_SERVERS = tool_servers except Exception as e: - log.error(f"Error fetching tool_servers from Redis: {e}") + log.error(f'Error fetching tool_servers from Redis: {e}') if not tool_servers: tool_servers = await set_tool_servers(request) @@ -882,19 +876,52 @@ async def get_terminal_cwd( ) -> Optional[str]: """Fetch the current working directory from a terminal server.""" try: - cwd_url = f"{base_url.rstrip('/')}/files/cwd" + cwd_url = f'{base_url.rstrip("/")}/files/cwd' async with aiohttp.ClientSession( timeout=aiohttp.ClientTimeout(total=5), trust_env=True, ) as session: - async with session.get( - cwd_url, headers=headers, cookies=cookies or {} - ) as resp: + async with session.get(cwd_url, headers=headers, cookies=cookies or {}) as resp: if resp.status == 200: data = await resp.json() - return data.get("cwd") + return data.get('cwd') except Exception as e: - log.debug(f"Failed to fetch terminal CWD: {e}") + log.debug(f'Failed to fetch terminal CWD: {e}') + return None + + +async def get_terminal_system_prompt( + base_url: str, + headers: dict, + cookies: Optional[dict] = None, +) -> Optional[str]: + """Fetch the system prompt from a terminal server. + + Checks ``/api/config`` for the ``system`` feature flag first; + only fetches ``/system`` if the flag is present. Returns *None* + silently when the server doesn't support the endpoint. + """ + base = base_url.rstrip('/') + try: + async with aiohttp.ClientSession( + timeout=aiohttp.ClientTimeout(total=3), + trust_env=True, + ) as session: + # 1. Check feature flag + async with session.get(f'{base}/api/config') as resp: + if resp.status != 200: + return None + config = await resp.json() + if not config.get('features', {}).get('system'): + return None + + # 2. Fetch system prompt + async with session.get(f'{base}/system', headers=headers, cookies=cookies or {}) as resp: + if resp.status == 200: + data = await resp.json() + return data.get('prompt') + except Exception as e: + log.debug(f'Failed to fetch terminal system prompt: {e}') return None @@ -906,33 +933,58 @@ async def set_terminal_servers(request: Request): # Terminal connections store id/name at top level; translate to info dict server_configs = [] for connection in connections: - if not connection.get("url"): + if not connection.get('url'): continue - enabled = connection.get("enabled", True) + enabled = connection.get('enabled', True) + + base_url = connection.get('url', '').rstrip('/') + policy_id = connection.get('policy_id', '') + + # Orchestrator connections route through /p/{policy_id}/ — the + # OpenAPI spec lives on the proxied terminal, not the orchestrator. + if connection.get('server_type') == 'orchestrator' and policy_id: + base_url = f'{base_url}/p/{policy_id}' server_configs.append( { - "url": connection.get("url", ""), - "key": connection.get("key", ""), - "auth_type": connection.get("auth_type", "bearer"), - "path": connection.get("path", "/openapi.json"), - "spec_type": "url", + 'url': base_url, + 'key': connection.get('key', ''), + 'auth_type': connection.get('auth_type', 'bearer'), + 'path': connection.get('path', '/openapi.json'), + 'spec_type': 'url', # get_tool_servers_data reads config.enable to filter active servers - "config": {"enable": enabled}, - "info": { - "id": connection.get("id", ""), - "name": connection.get("name", ""), + 'config': {'enable': enabled}, + 'info': { + 'id': connection.get('id', ''), + 'name': connection.get('name', ''), }, } ) request.app.state.TERMINAL_SERVERS = await get_tool_servers_data(server_configs) + # Fetch system prompts concurrently (runs at cache time, not per-request) + connections_by_id = {c.get('id'): c for c in connections if c.get('id')} + + async def _fetch_system_prompt(server): + connection = connections_by_id.get(server.get('id')) + if not connection: + return + headers = {} + if connection.get('auth_type', 'bearer') == 'bearer': + headers['Authorization'] = f'Bearer {connection.get("key", "")}' + prompt = await get_terminal_system_prompt(server['url'], headers) + if prompt: + server['system_prompt'] = prompt + + await asyncio.gather( + *[_fetch_system_prompt(s) for s in request.app.state.TERMINAL_SERVERS], + return_exceptions=True, + ) + if request.app.state.redis is not None: - await request.app.state.redis.set( - "terminal_servers", json.dumps(request.app.state.TERMINAL_SERVERS) - ) + await request.app.state.redis.set('terminal_servers', json.dumps(request.app.state.TERMINAL_SERVERS)) return request.app.state.TERMINAL_SERVERS @@ -942,12 +994,10 @@ async def get_terminal_servers(request: Request): terminal_servers = [] if request.app.state.redis is not None: try: - terminal_servers = json.loads( - await request.app.state.redis.get("terminal_servers") - ) + terminal_servers = json.loads(await request.app.state.redis.get('terminal_servers')) request.app.state.TERMINAL_SERVERS = terminal_servers except Exception as e: - log.error(f"Error fetching terminal_servers from Redis: {e}") + log.error(f'Error fetching terminal_servers from Redis: {e}') if not terminal_servers: terminal_servers = await set_terminal_servers(request) @@ -960,7 +1010,7 @@ async def get_terminal_tools( terminal_id: str, user: UserModel, extra_params: dict, -) -> dict[str, dict]: +) -> dict[str, dict] | tuple[dict[str, dict], Optional[str]]: """Resolve tools for a terminal server identified by terminal_id. - Finds the connection in TERMINAL_SERVER_CONNECTIONS @@ -969,64 +1019,68 @@ async def get_terminal_tools( - Builds callables that route through the terminal proxy """ connections = request.app.state.config.TERMINAL_SERVER_CONNECTIONS or [] - connection = next((c for c in connections if c.get("id") == terminal_id), None) + connection = next((c for c in connections if c.get('id') == terminal_id), None) if connection is None: - log.warning(f"Terminal server not found: {terminal_id}") + log.warning(f'Terminal server not found: {terminal_id}') return {} - user_group_ids = {group.id for group in Groups.get_groups_by_member_id(user.id)} - if not has_connection_access(user, connection, user_group_ids): - log.warning(f"Access denied to terminal {terminal_id} for user {user.id}") + user_group_ids = {group.id for group in await Groups.get_groups_by_member_id(user.id)} + if not await has_connection_access(user, connection, user_group_ids): + log.warning(f'Access denied to terminal {terminal_id} for user {user.id}') return {} # Find the cached spec data for this terminal terminal_servers = await get_terminal_servers(request) - server_data = next( - (s for s in terminal_servers if s.get("id") == terminal_id), None - ) + server_data = next((s for s in terminal_servers if s.get('id') == terminal_id), None) if server_data is None: - log.warning(f"Terminal server spec not found for {terminal_id}") + log.warning(f'Terminal server spec not found for {terminal_id}') return {} - specs = server_data.get("specs", []) + specs = server_data.get('specs', []) if not specs: return {} # Build auth headers - auth_type = connection.get("auth_type", "bearer") + auth_type = connection.get('auth_type', 'bearer') cookies = {} - headers = {"Content-Type": "application/json", "X-User-Id": user.id} + headers = {'Content-Type': 'application/json', 'X-User-Id': user.id} - if auth_type == "bearer": - headers["Authorization"] = f"Bearer {connection.get('key', '')}" - elif auth_type == "session": + if auth_type == 'bearer': + headers['Authorization'] = f'Bearer {connection.get("key", "")}' + elif auth_type == 'session': cookies = request.cookies - headers["Authorization"] = f"Bearer {request.state.token.credentials}" - elif auth_type == "system_oauth": + headers['Authorization'] = f'Bearer {request.state.token.credentials}' + elif auth_type == 'system_oauth': cookies = request.cookies - oauth_token = extra_params.get("__oauth_token__", None) + oauth_token = extra_params.get('__oauth_token__', None) if oauth_token: - headers["Authorization"] = f"Bearer {oauth_token.get('access_token', '')}" + headers['Authorization'] = f'Bearer {oauth_token.get("access_token", "")}' # auth_type == "none": no Authorization header - terminal_cwd = await get_terminal_cwd(connection.get("url", ""), headers, cookies) + system_prompt = server_data.get('system_prompt') + + # Use chat_id as the per-session key for cwd tracking + metadata = extra_params.get('__metadata__', {}) + session_id = metadata.get('chat_id') + if session_id: + headers['X-Session-Id'] = session_id + + terminal_cwd = await get_terminal_cwd(connection.get('url', ''), headers, cookies) tools_dict = {} for spec in specs: - function_name = spec["name"] - - # Inject CWD into run_command description + function_name = spec['name'] tool_spec = clean_openai_tool_schema(spec) - if function_name == "run_command" and terminal_cwd: - tool_spec["description"] = ( - tool_spec.get("description", "") - + f"\n\nThe current working directory is: {terminal_cwd}" + + if function_name == 'run_command' and terminal_cwd: + tool_spec['description'] = ( + tool_spec.get('description', '') + f'\n\nThe current working directory is: {terminal_cwd}' ) - def make_tool_function(fn_name, srv_data, hdrs, cks): + async def make_tool_function(fn_name, srv_data, hdrs, cks): async def tool_function(**kwargs): return await execute_tool_server( - url=srv_data["url"], + url=srv_data['url'], headers=hdrs, cookies=cks, name=fn_name, @@ -1036,23 +1090,23 @@ async def get_terminal_tools( return tool_function - tool_function = make_tool_function(function_name, server_data, headers, cookies) - callable = get_async_tool_function_and_apply_extra_params(tool_function, {}) + tool_function = await make_tool_function(function_name, server_data, headers, cookies) + callable = await get_async_tool_function_and_apply_extra_params(tool_function, {}) tools_dict[function_name] = { - "tool_id": f"terminal:{terminal_id}", - "callable": callable, - "spec": tool_spec, - "type": "terminal", + 'tool_id': f'terminal:{terminal_id}', + 'callable': callable, + 'spec': tool_spec, + 'type': 'terminal', } - return tools_dict + return tools_dict, system_prompt async def get_tool_server_data(url: str, headers: Optional[dict]) -> Dict[str, Any]: _headers = { - "Accept": "application/json", - "Content-Type": "application/json", + 'Accept': 'application/json', + 'Content-Type': 'application/json', } if headers: @@ -1062,9 +1116,7 @@ async def get_tool_server_data(url: str, headers: Optional[dict]) -> Dict[str, A try: timeout = aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER_DATA) async with aiohttp.ClientSession(timeout=timeout, trust_env=True) as session: - async with session.get( - url, headers=_headers, ssl=AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL - ) as response: + async with session.get(url, headers=_headers, ssl=AIOHTTP_CLIENT_SESSION_TOOL_SERVER_SSL) as response: if response.status != 200: error_body = await response.json() raise Exception(error_body) @@ -1072,7 +1124,7 @@ async def get_tool_server_data(url: str, headers: Optional[dict]) -> Dict[str, A text_content = None # Check if URL ends with .yaml or .yml to determine format - if url.lower().endswith((".yaml", ".yml")): + if url.lower().endswith(('.yaml', '.yml')): text_content = await response.text() res = yaml.safe_load(text_content) else: @@ -1087,14 +1139,14 @@ async def get_tool_server_data(url: str, headers: Optional[dict]) -> Dict[str, A raise e except Exception as err: - log.exception(f"Could not fetch tool server spec from {url}") - if isinstance(err, dict) and "detail" in err: - error = err["detail"] + log.exception(f'Could not fetch tool server spec from {url}') + if isinstance(err, dict) and 'detail' in err: + error = err['detail'] else: error = str(err) raise Exception(error) - log.debug(f"Fetched data: {res}") + log.debug(f'Fetched data: {res}') return res @@ -1104,46 +1156,43 @@ async def get_tool_servers_data(servers: List[Dict[str, Any]]) -> List[Dict[str, tasks = [] server_entries = [] for idx, server in enumerate(servers): - if ( - server.get("config", {}).get("enable") - and server.get("type", "openapi") == "openapi" - ): - info = server.get("info", {}) + if server.get('config', {}).get('enable') and server.get('type', 'openapi') == 'openapi': + info = server.get('info', {}) - auth_type = server.get("auth_type", "bearer") + auth_type = server.get('auth_type', 'bearer') token = None - if auth_type == "bearer": - token = server.get("key", "") - elif auth_type == "none": + if auth_type == 'bearer': + token = server.get('key', '') + elif auth_type == 'none': # No authentication pass - id = info.get("id") + id = info.get('id') if not id: id = str(idx) - server_url = server.get("url") - spec_type = server.get("spec_type", "url") + server_url = server.get('url') + spec_type = server.get('spec_type', 'url') # Create async tasks to fetch data task = None - if spec_type == "url": + if spec_type == 'url': # Path (to OpenAPI spec URL) can be either a full URL or a path to append to the base URL - openapi_path = server.get("path", "openapi.json") + openapi_path = server.get('path', 'openapi.json') spec_url = get_tool_server_url(server_url, openapi_path) # Fetch from URL task = get_tool_server_data( spec_url, - {"Authorization": f"Bearer {token}"} if token else None, + {'Authorization': f'Bearer {token}'} if token else None, ) - elif spec_type == "json" and server.get("spec", ""): + elif spec_type == 'json' and server.get('spec', ''): # Use provided JSON spec spec_json = None try: - spec_json = json.loads(server.get("spec", "")) + spec_json = json.loads(server.get('spec', '')) except Exception as e: - log.error(f"Error parsing JSON spec for tool server {id}: {e}") + log.error(f'Error parsing JSON spec for tool server {id}: {e}') if spec_json: task = asyncio.sleep( @@ -1162,38 +1211,38 @@ async def get_tool_servers_data(servers: List[Dict[str, Any]]) -> List[Dict[str, results = [] for (id, idx, server, url, info, _), response in zip(server_entries, responses): if isinstance(response, Exception): - log.error(f"Failed to connect to {url} OpenAPI tool server") + log.error(f'Failed to connect to {url} OpenAPI tool server') continue # Guard against invalid or non-OpenAPI specs (e.g., MCP-style configs) - if not isinstance(response, dict) or "paths" not in response: + if not isinstance(response, dict) or 'paths' not in response: log.warning(f"Invalid OpenAPI spec from {url}: missing 'paths'") continue response = { - "openapi": response, - "info": response.get("info", {}), - "specs": convert_openapi_to_tool_payload(response), + 'openapi': response, + 'info': response.get('info', {}), + 'specs': convert_openapi_to_tool_payload(response), } - openapi_data = response.get("openapi", {}) + openapi_data = response.get('openapi', {}) if info and isinstance(openapi_data, dict): - openapi_data["info"] = openapi_data.get("info", {}) + openapi_data['info'] = openapi_data.get('info', {}) - if "name" in info: - openapi_data["info"]["title"] = info.get("name", "Tool Server") + if 'name' in info: + openapi_data['info']['title'] = info.get('name', 'Tool Server') - if "description" in info: - openapi_data["info"]["description"] = info.get("description", "") + if 'description' in info: + openapi_data['info']['description'] = info.get('description', '') results.append( { - "id": str(id), - "idx": idx, - "url": (server.get("url") or "").rstrip("/"), - "openapi": openapi_data, - "info": response.get("info"), - "specs": response.get("specs"), + 'id': str(id), + 'idx': idx, + 'url': (server.get('url') or '').rstrip('/'), + 'openapi': openapi_data, + 'info': response.get('info'), + 'specs': response.get('specs'), } ) @@ -1210,31 +1259,31 @@ async def execute_tool_server( ) -> Tuple[Dict[str, Any], Optional[Dict[str, Any]]]: error = None try: - openapi = server_data.get("openapi", {}) - paths = openapi.get("paths", {}) + openapi = server_data.get('openapi', {}) + paths = openapi.get('paths', {}) matching_route = None for route_path, methods in paths.items(): for http_method, operation in methods.items(): - if isinstance(operation, dict) and operation.get("operationId") == name: + if isinstance(operation, dict) and operation.get('operationId') == name: matching_route = (route_path, methods) break if matching_route: break if not matching_route: - raise Exception(f"No matching route found for operationId: {name}") + raise Exception(f'No matching route found for operationId: {name}') route_path, methods = matching_route method_entry = None for http_method, operation in methods.items(): - if operation.get("operationId") == name: + if operation.get('operationId') == name: method_entry = (http_method.lower(), operation) break if not method_entry: - raise Exception(f"No matching method found for operationId: {name}") + raise Exception(f'No matching method found for operationId: {name}') http_method, operation = method_entry @@ -1242,36 +1291,40 @@ async def execute_tool_server( query_params = {} body_params = {} - for param in operation.get("parameters", []): - param_name = param.get("name") + for param in operation.get('parameters', []): + param_name = param.get('name') if not param_name: continue - param_in = param.get("in") + param_in = param.get('in') if param_name in params: - if param_in == "path": + if param_in == 'path': path_params[param_name] = params[param_name] - elif param_in == "query": - if params[param_name] is not None: - query_params[param_name] = params[param_name] + if param_in == 'query': + value = params[param_name] + # Skip empty values for optional params (LLMs sometimes + # pass "" instead of omitting optional parameters). + if value is None or (value == '' and not param.get('required')): + continue + query_params[param_name] = value - final_url = f"{url.rstrip('/')}{route_path}" + final_url = f'{url.rstrip("/")}{route_path}' for key, value in path_params.items(): - final_url = final_url.replace(f"{{{key}}}", str(value)) + final_url = final_url.replace(f'{{{key}}}', str(value)) if query_params: - query_string = "&".join(f"{k}={v}" for k, v in query_params.items()) - final_url = f"{final_url}?{query_string}" + query_string = '&'.join(f'{k}={v}' for k, v in query_params.items()) + final_url = f'{final_url}?{query_string}' - if operation.get("requestBody", {}).get("content"): + if operation.get('requestBody', {}).get('content'): if params: body_params = params async with aiohttp.ClientSession( - trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) + trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT_TOOL_SERVER) ) as session: request_method = getattr(session, http_method.lower()) - if http_method in ["post", "put", "patch", "delete"]: + if http_method in ['post', 'put', 'patch', 'delete']: async with request_method( final_url, json=body_params, @@ -1282,12 +1335,18 @@ async def execute_tool_server( ) as response: if response.status >= 400: text = await response.text() - raise Exception(f"HTTP error {response.status}: {text}") + raise Exception(f'HTTP error {response.status}: {text}') try: response_data = await response.json() except Exception: - response_data = await response.text() + content_type = response.headers.get('Content-Type', '').split(';')[0].strip() + if content_type.startswith('text/') or not content_type: + response_data = await response.text() + else: + raw = await response.read() + b64 = base64.b64encode(raw).decode() + response_data = f'data:{content_type};base64,{b64}' response_headers = response.headers return (response_data, response_headers) @@ -1301,32 +1360,38 @@ async def execute_tool_server( ) as response: if response.status >= 400: text = await response.text() - raise Exception(f"HTTP error {response.status}: {text}") + raise Exception(f'HTTP error {response.status}: {text}') try: response_data = await response.json() except Exception: - response_data = await response.text() + content_type = response.headers.get('Content-Type', '').split(';')[0].strip() + if content_type.startswith('text/') or not content_type: + response_data = await response.text() + else: + raw = await response.read() + b64 = base64.b64encode(raw).decode() + response_data = f'data:{content_type};base64,{b64}' response_headers = response.headers return (response_data, response_headers) except Exception as err: error = str(err) - log.exception(f"API Request Error: {error}") - return ({"error": error}, None) + log.exception(f'API Request Error: {error}') + return ({'error': error}, None) def get_tool_server_url(url: Optional[str], path: str) -> str: """ Build the full URL for a tool server, given a base url and a path. """ - if "://" in path: + if '://' in path: # If it contains "://", it's a full URL return path if url: - url = url.rstrip("/") - if not path.startswith("/"): + url = url.rstrip('/') + if not path.startswith('/'): # Ensure the path starts with a slash - path = f"/{path}" - return f"{url}{path}" + path = f'/{path}' + return f'{url}{path}' diff --git a/backend/open_webui/utils/validate.py b/backend/open_webui/utils/validate.py index 6e62dd5416..eec53317f5 100644 --- a/backend/open_webui/utils/validate.py +++ b/backend/open_webui/utils/validate.py @@ -2,10 +2,13 @@ # Known static asset paths used as default profile images _ALLOWED_STATIC_PATHS = ( - "/user.png", - "/static/favicon.png", + '/user.png', + '/static/favicon.png', ) +# External URL prefixes that are explicitly trusted for profile images +_ALLOWED_URL_PREFIXES = ('https://www.gravatar.com/avatar/',) + def validate_profile_image_url(url: str) -> str: """ @@ -15,6 +18,7 @@ def validate_profile_image_url(url: str) -> str: - Empty string (falls back to default avatar) - data:image/* URIs (base64-encoded uploads from the frontend) - Known static asset paths (/user.png, /static/favicon.png) + - Trusted external URLs (e.g. Gravatar) Returns the url unchanged if valid, raises ValueError otherwise. """ @@ -22,10 +26,10 @@ def validate_profile_image_url(url: str) -> str: return url _ALLOWED_DATA_PREFIXES = ( - "data:image/png", - "data:image/jpeg", - "data:image/gif", - "data:image/webp", + 'data:image/png', + 'data:image/jpeg', + 'data:image/gif', + 'data:image/webp', ) if any(url.startswith(prefix) for prefix in _ALLOWED_DATA_PREFIXES): return url @@ -33,6 +37,7 @@ def validate_profile_image_url(url: str) -> str: if url in _ALLOWED_STATIC_PATHS: return url - raise ValueError( - "Invalid profile image URL: only data URIs and default avatars are allowed." - ) + if any(url.startswith(prefix) for prefix in _ALLOWED_URL_PREFIXES): + return url + + raise ValueError('Invalid profile image URL: only data URIs and default avatars are allowed.') diff --git a/backend/open_webui/utils/webhook.py b/backend/open_webui/utils/webhook.py index eb2688851f..11c94675d1 100644 --- a/backend/open_webui/utils/webhook.py +++ b/backend/open_webui/utils/webhook.py @@ -8,40 +8,40 @@ from open_webui.env import AIOHTTP_CLIENT_TIMEOUT, VERSION log = logging.getLogger(__name__) +# Let this message reach those for whom it was written, and +# may no network partition deny the word its destination. async def post_webhook(name: str, url: str, message: str, event_data: dict) -> bool: try: - log.debug(f"post_webhook: {url}, {message}, {event_data}") + log.debug(f'post_webhook: {url}, {message}, {event_data}') payload = {} # Slack and Google Chat Webhooks - if "https://hooks.slack.com" in url or "https://chat.googleapis.com" in url: - payload["text"] = message + if 'https://hooks.slack.com' in url or 'https://chat.googleapis.com' in url: + payload['text'] = message # Discord Webhooks - elif "https://discord.com/api/webhooks" in url: - payload["content"] = ( - message - if len(message) < 2000 - else f"{message[: 2000 - 20]}... (truncated)" - ) + elif 'https://discord.com/api/webhooks' in url: + payload['content'] = message if len(message) < 2000 else f'{message[: 2000 - 20]}... (truncated)' # Microsoft Teams Webhooks - elif "webhook.office.com" in url: - action = event_data.get("action", "undefined") - facts = [ - {"name": name, "value": value} - for name, value in json.loads(event_data.get("user", {})).items() - ] + elif 'webhook.office.com' in url: + action = event_data.get('action', 'undefined') + user_data = event_data.get('user', '{}') + if isinstance(user_data, dict): + user_dict = user_data + else: + user_dict = json.loads(user_data) + facts = [{'name': name, 'value': value} for name, value in user_dict.items()] payload = { - "@type": "MessageCard", - "@context": "http://schema.org/extensions", - "themeColor": "0076D7", - "summary": message, - "sections": [ + '@type': 'MessageCard', + '@context': 'http://schema.org/extensions', + 'themeColor': '0076D7', + 'summary': message, + 'sections': [ { - "activityTitle": message, - "activitySubtitle": f"{name} ({VERSION}) - {action}", - "activityImage": WEBUI_FAVICON_URL, - "facts": facts, - "markdown": True, + 'activityTitle': message, + 'activitySubtitle': f'{name} ({VERSION}) - {action}', + 'activityImage': WEBUI_FAVICON_URL, + 'facts': facts, + 'markdown': True, } ], } @@ -49,14 +49,14 @@ async def post_webhook(name: str, url: str, message: str, event_data: dict) -> b else: payload = {**event_data} - log.debug(f"payload: {payload}") + log.debug(f'payload: {payload}') async with aiohttp.ClientSession( trust_env=True, timeout=aiohttp.ClientTimeout(total=AIOHTTP_CLIENT_TIMEOUT) ) as session: async with session.post(url, json=payload) as r: r_text = await r.text() r.raise_for_status() - log.debug(f"r.text: {r_text}") + log.debug(f'r.text: {r_text}') return True except Exception as e: diff --git a/backend/requirements-min.txt b/backend/requirements-min.txt index 13bd199f08..b48006db20 100644 --- a/backend/requirements-min.txt +++ b/backend/requirements-min.txt @@ -26,6 +26,8 @@ httpx[socks,http2,zstd,cli,brotli]==0.28.1 starsessions[redis]==2.2.1 sqlalchemy==2.0.48 +aiosqlite==0.21.0 +asyncpg==0.30.0 alembic==1.18.4 peewee==3.19.0 peewee-migrate==1.14.3 diff --git a/backend/requirements.txt b/backend/requirements.txt index 3d3a54965d..25265d0631 100644 --- a/backend/requirements.txt +++ b/backend/requirements.txt @@ -6,7 +6,7 @@ itsdangerous==2.2.0 python-socketio==5.16.1 python-jose==3.5.0 -cryptography +cryptography==46.0.5 bcrypt==5.0.0 argon2-cffi==25.1.0 PyJWT[crypto]==2.11.0 @@ -14,9 +14,9 @@ authlib==1.6.9 requests==2.32.5 aiohttp==3.13.2 # do not update to 3.13.3 - broken -async-timeout -aiocache -aiofiles +async-timeout==5.0.1 +aiocache==0.12.3 +aiofiles==25.1.0 starlette-compress==1.7.0 Brotli==1.1.0 httpx[socks,http2,zstd,cli,brotli]==0.28.1 @@ -24,12 +24,14 @@ starsessions[redis]==2.2.1 python-mimeparse==2.0.0 sqlalchemy==2.0.48 +aiosqlite==0.21.0 +asyncpg==0.30.0 alembic==1.18.4 peewee==3.19.0 peewee-migrate==1.14.3 pycrdt==0.12.47 -redis +redis==7.4.0 APScheduler==3.11.2 RestrictedPython==8.1 @@ -39,11 +41,11 @@ loguru==0.7.3 asgiref==3.11.1 # AI libraries -tiktoken +tiktoken==0.12.0 mcp==1.26.0 -openai -anthropic +openai==2.29.0 +anthropic==0.86.0 google-genai==1.66.0 langchain==1.2.10 @@ -58,7 +60,7 @@ opensearch-py==3.1.0 transformers==5.3.0 sentence-transformers==5.2.3 -accelerate +accelerate==1.13.0 pyarrow==20.0.0 # fix: pin pyarrow version to 20 for rpi compatibility #15897 einops==0.8.2 @@ -69,19 +71,20 @@ fpdf2==2.8.7 pymdown-extensions==10.21 docx2txt==0.9 python-pptx==1.0.2 -unstructured==0.18.31 msoffcrypto-tool==6.0.0 +unstructured==0.18.31 + nltk==3.9.3 Markdown==3.10.2 -beautifulsoup4 +beautifulsoup4==4.14.3 pypandoc==1.16.2 pandas==3.0.1 openpyxl==3.1.5 pyxlsb==1.0.10 xlrd==2.0.2 validators==0.35.0 -psutil -sentencepiece +psutil==7.2.2 +sentencepiece==0.2.1 soundfile==0.13.1 pillow==12.1.1 @@ -96,8 +99,8 @@ black==26.1.0 youtube-transcript-api==1.2.4 pytube==15.0.0 -pydub -ddgs==9.11.2 +pydub==0.25.1 +ddgs==9.11.3 azure-ai-documentintelligence==1.0.2 azure-identity==1.25.2 @@ -105,20 +108,21 @@ azure-storage-blob==12.28.0 azure-search-documents==11.6.0 ## Google Drive -google-api-python-client -google-auth-httplib2 -google-auth-oauthlib +google-api-python-client==2.193.0 +google-auth-httplib2==0.3.0 +google-auth-oauthlib==1.3.0 googleapis-common-protos==1.72.0 google-cloud-storage==3.9.0 ## Databases -pymongo +pymongo==4.16.0 psycopg2-binary==2.9.11 pgvector==0.4.2 PyMySQL==1.1.2 boto3==1.42.62 +# mariadb==1.1.14 should be added if you want to support MariaDB pymilvus==2.6.9 qdrant-client==1.17.0 @@ -155,3 +159,4 @@ opentelemetry-instrumentation-requests==0.61b0 opentelemetry-instrumentation-logging==0.61b0 opentelemetry-instrumentation-httpx==0.61b0 opentelemetry-instrumentation-aiohttp-client==0.61b0 +opentelemetry-instrumentation-system-metrics==0.61b0 diff --git a/backend/start.sh b/backend/start.sh index 31e87c9557..00d02f326b 100755 --- a/backend/start.sh +++ b/backend/start.sh @@ -50,7 +50,7 @@ if [ -n "$SPACE_ID" ]; then echo "Configuring for HuggingFace Space deployment" if [ -n "$ADMIN_USER_EMAIL" ] && [ -n "$ADMIN_USER_PASSWORD" ]; then echo "Admin user configured, creating" - WEBUI_SECRET_KEY="$WEBUI_SECRET_KEY" uvicorn open_webui.main:app --host "$HOST" --port "$PORT" --forwarded-allow-ips '*' & + WEBUI_SECRET_KEY="$WEBUI_SECRET_KEY" uvicorn open_webui.main:app --host "$HOST" --port "$PORT" --forwarded-allow-ips "${FORWARDED_ALLOW_IPS:-*}" & webui_pid=$! echo "Waiting for webui to start..." while ! curl -s "http://localhost:${PORT}/health" > /dev/null; do @@ -83,5 +83,5 @@ fi WEBUI_SECRET_KEY="$WEBUI_SECRET_KEY" exec "$PYTHON_CMD" -m uvicorn open_webui.main:app \ --host "$HOST" \ --port "$PORT" \ - --forwarded-allow-ips '*' \ + --forwarded-allow-ips "${FORWARDED_ALLOW_IPS:-*}" \ "${ARGS[@]}" \ No newline at end of file diff --git a/backend/start_windows.bat b/backend/start_windows.bat index f350d11cd1..c8587c3c6d 100644 --- a/backend/start_windows.bat +++ b/backend/start_windows.bat @@ -24,6 +24,7 @@ IF NOT "%WEBUI_SECRET_KEY_FILE%" == "" ( IF "%PORT%"=="" SET PORT=8080 IF "%HOST%"=="" SET HOST=0.0.0.0 +IF "%FORWARDED_ALLOW_IPS%"=="" SET "FORWARDED_ALLOW_IPS=*" SET "WEBUI_SECRET_KEY=%WEBUI_SECRET_KEY%" SET "WEBUI_JWT_SECRET_KEY=%WEBUI_JWT_SECRET_KEY%" @@ -46,5 +47,5 @@ IF "%WEBUI_SECRET_KEY% %WEBUI_JWT_SECRET_KEY%" == " " ( :: Execute uvicorn SET "WEBUI_SECRET_KEY=%WEBUI_SECRET_KEY%" IF "%UVICORN_WORKERS%"=="" SET UVICORN_WORKERS=1 -uvicorn open_webui.main:app --host "%HOST%" --port "%PORT%" --forwarded-allow-ips '*' --workers %UVICORN_WORKERS% --ws auto +uvicorn open_webui.main:app --host "%HOST%" --port "%PORT%" --forwarded-allow-ips "%FORWARDED_ALLOW_IPS%" --workers %UVICORN_WORKERS% --ws auto :: For ssl user uvicorn open_webui.main:app --host "%HOST%" --port "%PORT%" --forwarded-allow-ips '*' --ssl-keyfile "key.pem" --ssl-certfile "cert.pem" --ws auto diff --git a/contribution_stats.py b/contribution_stats.py index 3caa4738ec..2dd9eab187 100644 --- a/contribution_stats.py +++ b/contribution_stats.py @@ -2,15 +2,15 @@ import os import subprocess from collections import Counter -CONFIG_FILE_EXTENSIONS = (".json", ".yml", ".yaml", ".ini", ".conf", ".toml") +CONFIG_FILE_EXTENSIONS = ('.json', '.yml', '.yaml', '.ini', '.conf', '.toml') def is_text_file(filepath): # Check for binary file by scanning for null bytes. try: - with open(filepath, "rb") as f: + with open(filepath, 'rb') as f: chunk = f.read(4096) - if b"\0" in chunk: + if b'\0' in chunk: return False return True except Exception: @@ -20,7 +20,7 @@ def is_text_file(filepath): def should_skip_file(path): base = os.path.basename(path) # Skip dotfiles and dotdirs - if base.startswith("."): + if base.startswith('.'): return True # Skip config files by extension if base.lower().endswith(CONFIG_FILE_EXTENSIONS): @@ -30,12 +30,12 @@ def should_skip_file(path): def get_tracked_files(): try: - output = subprocess.check_output(["git", "ls-files"], text=True) - files = output.strip().split("\n") + output = subprocess.check_output(['git', 'ls-files'], text=True) + files = output.strip().split('\n') files = [f for f in files if f and os.path.isfile(f)] return files except subprocess.CalledProcessError: - print("Error: Are you in a git repository?") + print('Error: Are you in a git repository?') return [] @@ -50,14 +50,12 @@ def main(): if not is_text_file(file): continue try: - blame = subprocess.check_output( - ["git", "blame", "-e", file], text=True, errors="replace" - ) + blame = subprocess.check_output(['git', 'blame', '-e', file], text=True, errors='replace') for line in blame.splitlines(): # The email always inside <> - if "<" in line and ">" in line: + if '<' in line and '>' in line: try: - email = line.split("<")[1].split(">")[0].strip() + email = line.split('<')[1].split('>')[0].strip() except Exception: continue email_counter[email] += 1 @@ -67,8 +65,8 @@ def main(): for email, lines in email_counter.most_common(): percent = (lines / total_lines * 100) if total_lines else 0 - print(f"{email}: {lines}/{total_lines} {percent:.2f}%") + print(f'{email}: {lines}/{total_lines} {percent:.2f}%') -if __name__ == "__main__": +if __name__ == '__main__': main() diff --git a/docs/SECURITY.md b/docs/SECURITY.md index 07a70ee63b..1e310a9b79 100644 --- a/docs/SECURITY.md +++ b/docs/SECURITY.md @@ -76,13 +76,18 @@ Your remediation guidance can include, for example: > > **Using CVE Precedents:** If you cite other CVEs to support your report, ensure they are **genuinely comparable** in vulnerability type, threat model, and attack vector. Citing CVEs from different product categories, different vulnerability classes or different deployment models will lead us to suspect the use of AI in your report. -9. **Admin Actions Are Out of Scope:** Vulnerabilities that require an administrator to actively perform unsafe actions are **not considered valid vulnerabilities**. **Admins have full system control and are expected to understand the security implications of their actions and configurations**. This includes but is not limited to: adding malicious external servers (models, tools, webhooks), pasting untrusted code into Functions/Tools, or intentionally weakening security settings. **Reports requiring admin negligence or social engineering of admins may be rejected.** +9. **Admin Actions Are Out of Scope:** Vulnerabilities that require an administrator to actively perform unsafe actions are **not considered valid vulnerabilities**. **Admins have full system control and are expected to understand the security implications of their actions and configurations**. This includes but is not limited to: adding malicious external servers (models, tools, webhooks, functions), pasting untrusted code into Functions/Tools, or intentionally weakening security settings. **Reports requiring admin negligence or social engineering of admins may be rejected.** > [!NOTE] > Similar to rule "Default Configuration Testing": If you believe you have found a vulnerability that affects admins and is NOT caused by admin negligence or intentionally malicious actions, > **then we absolutely want to hear about it.** This policy is intended to filter social engineering attacks on admins, malicious plugins being deployed by admins and similar malicious actions, not to discourage legitimate security research. -10. **AI report transparency:** Due to an extreme spike in AI-aided vulnerability reports **you MUST DISCLOSE if AI was used in any capacity** - whether for writing the report, generating the PoC, or identifying the vulnerability. If AI helped you in any way shape or form in the creation of the report, PoC or finding the vulnerability, you MUST disclose it. +10. **Tools & Functions Code Execution Is Intended Behavior:** Open WebUI's Tools and Functions feature is **designed** to execute user-provided Python code on the server. This is core, intentional functionality — not a vulnerability (see also rule 7, [Threat Model Understanding](#threat-model-understanding-required)). Function creation is **restricted to administrators only**. Tool creation is controlled by the `workspace.tools` permission, which is **disabled by default** for non-admin users and should only be granted to fully trusted users who are equivalent to system administrators in terms of trust. **Granting a user the ability to create Tools is equivalent to giving them shell access to the server**. If an administrator grants this permission to untrusted users, this constitutes intentional misconfiguration and is additionally covered by rule 9 ([Admin Actions Are Out of Scope](#admin-actions-are-out-of-scope)). More generally, **reports describing ANY attack chain that involves Tools or Functions — including but not limited to code execution, file access, network requests, or environment variable access — will be closed as not a vulnerability / intended behavior.** This applies to both direct code execution and frontmatter-based package installation (`pip install`). + +> [!IMPORTANT] +> **For administrators:** Treat the `workspace.tools` permission as **root-equivalent access**. Only grant it to users you would trust with direct access to your server. If you enable this permission for untrusted users, you are accepting the risk of arbitrary code execution on your host. For more details, see our [Plugin Security documentation](https://docs.openwebui.com/features/extensibility/plugin/). + +11. **AI report transparency:** Due to an extreme spike in AI-aided vulnerability reports **you MUST DISCLOSE if AI was used in any capacity** - whether for writing the report, generating the PoC, or identifying the vulnerability. If AI helped you in any way shape or form in the creation of the report, PoC or finding the vulnerability, you MUST disclose it. > [!NOTE] > AI-aided vulnerability reports **will not be rejected by us by default**. But: @@ -107,6 +112,24 @@ Your remediation guidance can include, for example: If you want to report a vulnerability and can meet the outlined requirements, [open a vulnerability report here](https://github.com/open-webui/open-webui/security/advisories/new). If you feel like you are not able to follow ALL outlined requirements for vulnerability-specific reasons, still do report it, we will check every report either way. +## Expected Response Timeframe + +Due to the volume of incoming vulnerability reports, issues, discussions, pull requests, and general project maintenance — lately compounded by a large number of invalid AI-generated reports (see [AI report transparency](#ai-report-transparency)) — our capacity to respond is limited. Open WebUI is a community-driven project maintained by a small team, and security reports are handled alongside all other project responsibilities. + +**Please expect several weeks** for your report to be triaged, investigated, fixed, and published. While we aim to respond to every report as quickly as possible, it is normal to experience periods of silence lasting up to several weeks. **This does not mean your report has been ignored** — it means we have not yet had the capacity to address it. The entire process can realistically take multiple weeks from initial submission to final publication. We appreciate your patience and understanding. + +## Confidential Disclosure + +Vulnerability reports submitted through GitHub Security Advisories are **private and confidential**. Public disclosure of **ANY** details related to a submitted vulnerability report is **STRICTLY PROHIBITED** until the advisory has been **fully published** — not merely when a CVE ID has been assigned, but when the advisory itself is publicly visible. + +This prohibition applies to **all channels**, including but not limited to: + +- Comments on pull requests, issues, or discussions (on GitHub or elsewhere) +- Social media, blogs, forums, or any other website +- Discord, Reddit, or any other platform, website or service + +Premature disclosure undermines the security of all Open WebUI users and **violates the trust** inherent in the responsible disclosure process. **Reporters who publicly disclose vulnerability details before official publication may be permanently banned from future reporting.** + ## Product Security And For Non-Vulnerability Related Security Concerns: If your concern does not meet the vulnerability requirements outlined above, is not a vulnerability, **but is still related to security concerns**, then use the following channels instead: @@ -126,7 +149,7 @@ If your concern does not meet the vulnerability requirements outlined above, is - Feature requests for optional security enhancements (2FA, audit logging, etc.) - General security questions about production deployment -Please use the adequate channel for your specific issue - e.g. best-practice guidance or **dditional documentation needs into the [Documentation Repository](https://github.com/open-webui/docs)**, and **feature requests into the Main Repository as an issue or discussion**. +Please use the adequate channel for your specific issue - e.g. best-practice guidance or additional documentation needs into the [Documentation Repository](https://github.com/open-webui/docs), and feature requests into the Main Repository as an issue or discussion. We regularly audit our internal processes and system architecture for vulnerabilities using a combination of automated and manual testing techniques. We are also planning to implement SAST and SCA scans in our project soon. @@ -134,4 +157,4 @@ For any other immediate concerns and questions, please create an issue in our [i --- -_Last updated on **2026-02-25**._ +_Last updated on **2026-03-20**._ diff --git a/hatch_build.py b/hatch_build.py index 28aad1b6cd..f18f323635 100644 --- a/hatch_build.py +++ b/hatch_build.py @@ -10,14 +10,12 @@ from hatchling.builders.hooks.plugin.interface import BuildHookInterface class CustomBuildHook(BuildHookInterface): def initialize(self, version, build_data): super().initialize(version, build_data) - stderr.write(">>> Building Open Webui frontend\n") - npm = shutil.which("npm") + stderr.write('>>> Building Open Webui frontend\n') + npm = shutil.which('npm') if npm is None: - raise RuntimeError( - "NodeJS `npm` is required for building Open Webui but it was not found" - ) - stderr.write("### npm install\n") - subprocess.run([npm, "install", "--force"], check=True) # noqa: S603 - stderr.write("\n### npm run build\n") - os.environ["APP_BUILD_HASH"] = version - subprocess.run([npm, "run", "build"], check=True) # noqa: S603 + raise RuntimeError('NodeJS `npm` is required for building Open Webui but it was not found') + stderr.write('### npm install\n') + subprocess.run([npm, 'install', '--force'], check=True) # noqa: S603 + stderr.write('\n### npm run build\n') + os.environ['APP_BUILD_HASH'] = version + subprocess.run([npm, 'run', 'build'], check=True) # noqa: S603 diff --git a/package-lock.json b/package-lock.json index 5a359dd054..538792470e 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,12 +1,12 @@ { "name": "open-webui", - "version": "0.8.9", + "version": "0.8.12", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "open-webui", - "version": "0.8.9", + "version": "0.8.12", "dependencies": { "@azure/msal-browser": "^4.5.0", "@codemirror/lang-javascript": "^6.2.2", @@ -21,12 +21,12 @@ "@sveltejs/adapter-node": "^2.0.0", "@sveltejs/svelte-virtual-list": "^3.0.1", "@tiptap/core": "^3.0.7", - "@tiptap/extension-bubble-menu": "^2.26.1", + "@tiptap/extension-bubble-menu": "^3.0.7", "@tiptap/extension-code": "^3.0.7", "@tiptap/extension-code-block-lowlight": "^3.0.7", "@tiptap/extension-drag-handle": "^3.4.5", "@tiptap/extension-file-handler": "^3.0.7", - "@tiptap/extension-floating-menu": "^2.26.1", + "@tiptap/extension-floating-menu": "^3.0.7", "@tiptap/extension-highlight": "^3.3.0", "@tiptap/extension-image": "^3.0.7", "@tiptap/extension-link": "^3.0.7", @@ -45,7 +45,7 @@ "@xyflow/svelte": "^0.1.19", "alpinejs": "^3.15.0", "async": "^3.2.5", - "bits-ui": "^0.21.15", + "bits-ui": "^2.0.0", "chart.js": "^4.5.0", "codemirror": "^6.0.1", "codemirror-lang-elixir": "^4.0.0", @@ -130,9 +130,9 @@ "prettier": "^3.3.3", "prettier-plugin-svelte": "^3.2.6", "sass-embedded": "^1.81.0", - "svelte": "^5.0.0", + "svelte": "^5.53.10", "svelte-check": "^4.0.0", - "svelte-confetti": "^1.3.2", + "svelte-confetti": "^2.3.2", "tailwindcss": "^4.0.0", "tslib": "^2.4.1", "typescript": "^5.5.4", @@ -144,20 +144,12 @@ "npm": ">=6.0.0" } }, - "node_modules/@aashutoshrathi/word-wrap": { - "version": "1.2.6", - "resolved": "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz", - "integrity": "sha512-1Yjs2SvM8TflER/OD3cOjhWWOZb58A2t7wpE2S9XfBYTiIl+XFhQG2bjy4Pu1I+EAlCNUzRDYDdFwFYUKvXcIA==", - "dev": true, - "engines": { - "node": ">=0.10.0" - } - }, "node_modules/@alloc/quick-lru": { "version": "5.2.0", "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz", "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==", "dev": true, + "license": "MIT", "engines": { "node": ">=10" }, @@ -166,141 +158,129 @@ } }, "node_modules/@antfu/install-pkg": { - "version": "1.0.0", - "resolved": "https://registry.npmjs.org/@antfu/install-pkg/-/install-pkg-1.0.0.tgz", - "integrity": 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Please update. Support for old versions may be purchased (at exorbitant rates) by contacting i@izs.me", "dev": true, + "license": "ISC", "dependencies": { "fs.realpath": "^1.0.0", "inflight": "^1.0.4", @@ -11592,10 +12775,11 @@ } }, "node_modules/rimraf/node_modules/minimatch": { - "version": "3.1.2", - "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.2.tgz", - "integrity": "sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==", + "version": "3.1.5", + "resolved": "https://registry.npmjs.org/minimatch/-/minimatch-3.1.5.tgz", + "integrity": "sha512-VgjWUsnnT6n+NUk6eZq77zeFdpW2LWDzP6zFGrCbHXiYNul5Dzqk2HHQ5uFH2DNW5Xbp8+jVzaeNt94ssEEl4w==", "dev": true, + "license": "ISC", "dependencies": { "brace-expansion": "^1.1.7" }, @@ -11603,6 +12787,23 @@ "node": "*" } }, + "node_modules/roarr": { + "version": "2.15.4", + "resolved": "https://registry.npmjs.org/roarr/-/roarr-2.15.4.tgz", + "integrity": 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@@ "cpu": [ "x64" ], + "license": "MIT", "optional": true, "os": [ "openbsd" @@ -14306,6 +15742,7 @@ "cpu": [ "x64" ], + "license": "MIT", "optional": true, "os": [ "sunos" @@ -14321,6 +15758,7 @@ "cpu": [ "arm64" ], + "license": "MIT", "optional": true, "os": [ "win32" @@ -14336,6 +15774,7 @@ "cpu": [ "ia32" ], + "license": "MIT", "optional": true, "os": [ "win32" @@ -14351,6 +15790,7 @@ "cpu": [ "x64" ], + "license": "MIT", "optional": true, "os": [ "win32" @@ -14364,6 +15804,7 @@ "resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.21.5.tgz", "integrity": "sha512-mg3OPMV4hXywwpoDxu3Qda5xCKQi+vCTZq8S9J/EpkhB2HzKXq4SNFZE3+NK93JYxc8VMSep+lOUSC/RVKaBqw==", "hasInstallScript": true, + "license": "MIT", "bin": { "esbuild": "bin/esbuild" }, @@ -14397,9 +15838,9 @@ } }, "node_modules/vitefu": { - "version": "1.1.1", - "resolved": "https://registry.npmjs.org/vitefu/-/vitefu-1.1.1.tgz", - "integrity": 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"engines": { "node": ">=10.0.0" }, @@ -14914,9 +16361,9 @@ } }, "node_modules/xmlhttprequest-ssl": { - "version": "2.0.0", - "resolved": "https://registry.npmjs.org/xmlhttprequest-ssl/-/xmlhttprequest-ssl-2.0.0.tgz", - "integrity": "sha512-QKxVRxiRACQcVuQEYFsI1hhkrMlrXHPegbbd1yn9UHOmRxY+si12nQYzri3vbzt8VdTTRviqcKxcyllFas5z2A==", + "version": "2.1.2", + "resolved": "https://registry.npmjs.org/xmlhttprequest-ssl/-/xmlhttprequest-ssl-2.1.2.tgz", + "integrity": "sha512-TEU+nJVUUnA4CYJFLvK5X9AOeH4KvDvhIfm0vV1GaQRtchnG0hgK5p8hw/xjv8cunWYCsiPCSDzObPyhEwq3KQ==", "engines": { "node": ">=0.4.0" } @@ -14926,6 +16373,7 @@ "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz", "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==", "dev": true, + "license": "MIT", "engines": { "node": ">=0.4" } @@ -14993,15 +16441,18 @@ } }, "node_modules/yaml": { - "version": "2.7.1", - "resolved": 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"dev": true, + "license": "MIT", "dependencies": { "buffer-crc32": "~0.2.3", "fd-slicer": "~1.1.0" } }, "node_modules/yjs": { - "version": "13.6.27", - "resolved": "https://registry.npmjs.org/yjs/-/yjs-13.6.27.tgz", - "integrity": "sha512-OIDwaflOaq4wC6YlPBy2L6ceKeKuF7DeTxx+jPzv1FHn9tCZ0ZwSRnUBxD05E3yed46fv/FWJbvR+Ud7x0L7zw==", + "version": "13.6.30", + "resolved": "https://registry.npmjs.org/yjs/-/yjs-13.6.30.tgz", + "integrity": "sha512-vv/9h42eCMC81ZHDFswuu/MKzkl/vyq1BhaNGfHyOonwlG4CJbQF4oiBBJPvfdeCt/PlVDWh7Nov9D34YY09uQ==", "license": "MIT", "dependencies": { "lib0": "^0.2.99" @@ -15112,6 +16564,7 @@ "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz", "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==", "dev": true, + "license": "MIT", "engines": { "node": ">=10" }, diff --git a/package.json b/package.json index 49a72efa37..ab0cf78afc 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "open-webui", - "version": "0.8.9", + "version": "0.8.12", "private": true, "scripts": { "dev": "npm run pyodide:fetch && vite dev --host", @@ -15,7 +15,7 @@ "lint:types": "npm run check", "lint:backend": "pylint backend/", "format": "prettier --plugin-search-dir --write \"**/*.{js,ts,svelte,css,md,html,json}\"", - "format:backend": "black . --exclude \".venv/|/venv/\"", + "format:backend": "ruff format . --exclude .venv --exclude venv", "i18n:parse": "i18next --config i18next-parser.config.ts && prettier --write \"src/lib/i18n/**/*.{js,json}\"", "cy:open": "cypress open", "test:frontend": "vitest --passWithNoTests", @@ -41,9 +41,9 @@ "prettier": "^3.3.3", "prettier-plugin-svelte": "^3.2.6", "sass-embedded": "^1.81.0", - "svelte": "^5.0.0", + "svelte": "^5.53.10", "svelte-check": "^4.0.0", - "svelte-confetti": "^1.3.2", + "svelte-confetti": "^2.3.2", "tailwindcss": "^4.0.0", "tslib": "^2.4.1", "typescript": "^5.5.4", @@ -65,12 +65,12 @@ "@sveltejs/adapter-node": "^2.0.0", "@sveltejs/svelte-virtual-list": "^3.0.1", "@tiptap/core": "^3.0.7", - "@tiptap/extension-bubble-menu": "^2.26.1", + "@tiptap/extension-bubble-menu": "^3.0.7", "@tiptap/extension-code": "^3.0.7", "@tiptap/extension-code-block-lowlight": "^3.0.7", "@tiptap/extension-drag-handle": "^3.4.5", "@tiptap/extension-file-handler": "^3.0.7", - "@tiptap/extension-floating-menu": "^2.26.1", + "@tiptap/extension-floating-menu": "^3.0.7", "@tiptap/extension-highlight": "^3.3.0", "@tiptap/extension-image": "^3.0.7", "@tiptap/extension-link": "^3.0.7", @@ -89,7 +89,7 @@ "@xyflow/svelte": "^0.1.19", "alpinejs": "^3.15.0", "async": "^3.2.5", - "bits-ui": "^0.21.15", + "bits-ui": "^2.0.0", "chart.js": "^4.5.0", "codemirror": "^6.0.1", "codemirror-lang-elixir": "^4.0.0", diff --git a/pyproject.toml b/pyproject.toml index 251240ac48..7a546e935f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -14,7 +14,7 @@ dependencies = [ "python-socketio==5.16.1", "python-jose==3.5.0", - "cryptography", + "cryptography==46.0.5", "bcrypt==5.0.0", "argon2-cffi==25.1.0", "PyJWT[crypto]==2.11.0", @@ -22,9 +22,9 @@ dependencies = [ "requests==2.32.5", "aiohttp==3.13.2", # do not update to 3.13.3 - broken - "async-timeout", - "aiocache", - "aiofiles", + "async-timeout==5.0.1", + "aiocache==0.12.3", + "aiofiles==25.1.0", "starlette-compress==1.7.0", "Brotli==1.1.0", "httpx[socks,http2,zstd,cli,brotli]==0.28.1", @@ -37,7 +37,7 @@ dependencies = [ "peewee-migrate==1.14.3", "pycrdt==0.12.47", - "redis", + "redis==7.4.0", "pytz==2026.1.post1", "APScheduler==3.11.2", @@ -46,11 +46,11 @@ dependencies = [ "loguru==0.7.3", "asgiref==3.11.1", - "tiktoken", + "tiktoken==0.12.0", "mcp==1.26.0", - "openai", - "anthropic", + "openai==2.29.0", + "anthropic==0.86.0", "google-genai==1.66.0", "langchain==1.2.10", @@ -66,7 +66,7 @@ dependencies = [ "transformers==5.3.0", "sentence-transformers==5.2.3", - "accelerate", + "accelerate==1.13.0", "pyarrow==20.0.0", # fix: pin pyarrow version to 20 for rpi compatibility #15897 "einops==0.8.2", @@ -77,18 +77,18 @@ dependencies = [ "pymdown-extensions==10.21", "docx2txt==0.9", "python-pptx==1.0.2", - "unstructured==0.18.31", "msoffcrypto-tool==6.0.0", "nltk==3.9.3", "Markdown==3.10.2", + "beautifulsoup4==4.14.3", "pypandoc==1.16.2", "pandas==3.0.1", "openpyxl==3.1.5", "pyxlsb==1.0.10", "xlrd==2.0.2", "validators==0.35.0", - "psutil", - "sentencepiece", + "psutil==7.2.2", + "sentencepiece==0.2.1", "soundfile==0.13.1", "azure-ai-documentintelligence==1.0.2", @@ -104,12 +104,12 @@ dependencies = [ "youtube-transcript-api==1.2.4", "pytube==15.0.0", - "pydub", - "ddgs==9.11.2", + "pydub==0.25.1", + "ddgs==9.11.3", - "google-api-python-client", - "google-auth-httplib2", - "google-auth-oauthlib", + "google-api-python-client==2.193.0", + "google-auth-httplib2==0.3.0", + "google-auth-oauthlib==1.3.0", "googleapis-common-protos==1.72.0", "google-cloud-storage==3.9.0", @@ -137,9 +137,15 @@ postgres = [ "psycopg2-binary==2.9.11", "pgvector==0.4.2", ] +mariadb = [ + "mariadb==1.1.14", +] +unstructured = [ + "unstructured==0.18.31", +] all = [ - "pymongo", + "pymongo==4.16.0", "psycopg2-binary==2.9.11", "pgvector==0.4.2", "moto[s3]>=5.0.26", @@ -160,6 +166,7 @@ all = [ "firecrawl-py==4.18.0", "azure-search-documents==11.6.0", + "unstructured==0.18.31", ] [project.scripts] @@ -207,4 +214,35 @@ ignore-words-list = 'ans' [dependency-groups] dev = [ "pytest-asyncio>=1.0.0", + "ruff>=0.15.5", ] + +[tool.black] +line-length = 120 +skip-string-normalization = true + +[tool.ruff] +line-length = 120 + +[tool.ruff.format] +quote-style = "single" +docstring-code-format = false + +[tool.ruff.lint] +select = [ + "E", # pycodestyle errors + "F", # pyflakes + "W", # pycodestyle warnings + "I", # isort + "UP", # pyupgrade + "C90", # mccabe + "Q", # flake8-quotes + "ICN", # flake8-import-conventions +] + +# Plugin configs: +flake8-import-conventions.banned-from = [ "ast", "datetime" ] +flake8-import-conventions.aliases = { datetime = "dt" } +flake8-quotes.inline-quotes = "single" +mccabe.max-complexity = 10 +pydocstyle.convention = "google" diff --git a/scripts/generate-sbom.sh b/scripts/generate-sbom.sh new file mode 100755 index 0000000000..dd91087eba --- /dev/null +++ b/scripts/generate-sbom.sh @@ -0,0 +1,194 @@ +#!/usr/bin/env bash +# +# generate-sbom.sh — Generate a clean CycloneDX SBOM using Syft +# +# Produces a single SBOM from resolved manifests only — no directory scanning, +# no venv pollution, no local state. Works identically locally and in CI. +# +# How it works: +# 1. Python: uv pip compile resolves all transitive deps from requirements.txt +# 2. JavaScript: package-lock.json already contains the full resolved tree +# 3. Syft scans these resolved files, not the filesystem +# +# Usage: +# ./scripts/generate-sbom.sh # generate sbom.cdx.json from manifests +# ./scripts/generate-sbom.sh docker # generate from Docker image (best license coverage) +# ./scripts/generate-sbom.sh docker IMG # generate from a specific image +# ./scripts/generate-sbom.sh validate # validate existing SBOM +# +# Requirements: +# - syft (brew install syft) +# - uv (brew install uv) +# + +set -euo pipefail + +SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +ROOT_DIR="$(cd "$SCRIPT_DIR/.." && pwd)" + +RED='\033[0;31m' +GREEN='\033[0;32m' +DIM='\033[2m' +BOLD='\033[1m' +RESET='\033[0m' + +info() { echo -e "${BOLD}${GREEN}▸${RESET} $1"; } +warn() { echo -e "${BOLD}${RED}▸${RESET} $1"; } +dim() { echo -e "${DIM} $1${RESET}"; } + +OUTPUT="$ROOT_DIR/sbom.cdx.json" + +check_deps() { + local missing=() + command -v syft &>/dev/null || missing+=("syft") + command -v uv &>/dev/null || missing+=("uv") + if [[ ${#missing[@]} -gt 0 ]]; then + warn "Missing: ${missing[*]}. Install with: brew install ${missing[*]}" + exit 1 + fi + dim "Using $(syft --version), $(uv --version)" +} + +generate() { + info "Generating SBOM from resolved manifests..." + check_deps + + local VERSION + VERSION="$(python3 -c "import json; print(json.load(open('$ROOT_DIR/package.json'))['version'])")" + + local WORK_DIR + WORK_DIR="$(mktemp -d)" + trap 'rm -rf "$WORK_DIR"' RETURN + + # --- Python: resolve all transitive deps without installing --- + dim "Resolving Python transitive deps (uv pip compile)..." + uv pip compile "$ROOT_DIR/backend/requirements.txt" \ + --python-version 3.11 \ + --quiet \ + > "$WORK_DIR/requirements-resolved.txt" 2>/dev/null + + # --- JavaScript: package-lock.json is already fully resolved --- + if [[ -f "$ROOT_DIR/package-lock.json" ]]; then + cp "$ROOT_DIR/package-lock.json" "$WORK_DIR/package-lock.json" + # Syft needs package.json alongside the lockfile + cp "$ROOT_DIR/package.json" "$WORK_DIR/package.json" + else + warn "package-lock.json not found — JS deps will be skipped" + fi + + # --- Scan only the resolved files --- + dim "Scanning resolved manifests with Syft..." + syft scan "dir:$WORK_DIR" \ + --output "cyclonedx-json=$OUTPUT" \ + --source-name open-webui \ + --source-version "$VERSION" \ + --quiet + + # Print summary + python3 -c " +import json +with open('$OUTPUT') as f: + data = json.load(f) +comps = data.get('components', []) +py = [c for c in comps if 'pypi' in c.get('purl', '')] +js = [c for c in comps if 'npm' in c.get('purl', '')] +with_lic = sum(1 for c in comps if c.get('licenses')) +print(f' {len(comps)} total ({len(py)} Python, {len(js)} JavaScript)') +print(f' {with_lic}/{len(comps)} with license info') +print(f' Serial: {data.get(\"serialNumber\", \"none\")}') +print(f' Timestamp: {data.get(\"metadata\", {}).get(\"timestamp\", \"none\")}') +" + + info "SBOM written → sbom.cdx.json" +} + +generate_docker() { + local IMAGE="${1:-ghcr.io/open-webui/open-webui:latest}" + info "Generating SBOM from Docker image: $IMAGE" + + if ! command -v syft &>/dev/null; then + warn "syft is not installed. Install with: brew install syft" + exit 1 + fi + + dim "Pulling and scanning image..." + syft scan "docker:$IMAGE" \ + --output "cyclonedx-json=$OUTPUT" \ + --quiet + + python3 -c " +import json +with open('$OUTPUT') as f: + data = json.load(f) +comps = data.get('components', []) +with_lic = sum(1 for c in comps if c.get('licenses')) +print(f' {len(comps)} total components') +print(f' {with_lic}/{len(comps)} with license info ({round(with_lic/max(len(comps),1)*100)}%)') +" + + info "SBOM written → sbom.cdx.json" +} + +validate() { + info "Validating SBOM..." + + python3 -c " +import json, sys + +try: + with open('$OUTPUT') as f: + data = json.load(f) +except FileNotFoundError: + print(' ✗ sbom.cdx.json not found — run ./scripts/generate-sbom.sh first') + sys.exit(1) + +issues = [] +if data.get('bomFormat') != 'CycloneDX': + issues.append('Not CycloneDX format') +if not data.get('specVersion'): + issues.append('Missing specVersion') +if not data.get('serialNumber'): + issues.append('Missing serial number') + +components = data.get('components', []) + +# Check for phantom local packages +phantoms = [] +for c in components: + for ref in c.get('externalReferences', []): + url = ref.get('url', '') + if 'file://' in url and '/Users/' in url: + phantoms.append(c['name']) +if phantoms: + issues.append(f'Phantom local packages: {phantoms}') + +with_lic = sum(1 for c in components if c.get('licenses')) +lic_pct = round(with_lic / max(len(components), 1) * 100) + +if issues: + print(f' ✗ {len(components)} components, {lic_pct}% licensed') + for i in issues: + print(f' ✗ {i}') + sys.exit(1) +else: + print(f' ✓ {len(components)} components, {lic_pct}% licensed — PASS') +" +} + +# --- Main --- +cd "$ROOT_DIR" +TARGET="${1:-generate}" + +case "$TARGET" in + generate) generate ;; + docker) generate_docker "${2:-}" ;; + validate) validate ;; + *) + warn "Unknown target: $TARGET" + echo "Usage: $0 [generate|docker [IMAGE]|validate]" + exit 1 + ;; +esac + +echo "" +info "Done." diff --git a/scripts/prepare-pyodide.js b/scripts/prepare-pyodide.js index 716a86a388..d83598343e 100644 --- a/scripts/prepare-pyodide.js +++ b/scripts/prepare-pyodide.js @@ -14,12 +14,19 @@ const packages = [ 'seaborn', 'pytz', 'black', - 'openai' + 'openai', + 'openpyxl' ]; +// Pure-Python packages whose wheels must be downloaded from PyPI and saved into +// static/pyodide/ so that the browser can install them offline via micropip. +// Packages already provided by the Pyodide distribution (click, platformdirs, +// typing_extensions, etc.) do NOT need to be listed here. +const pypiPackages = ['black', 'pathspec', 'mypy_extensions']; + import { loadPyodide } from 'pyodide'; import { setGlobalDispatcher, ProxyAgent } from 'undici'; -import { writeFile, readFile, copyFile, readdir, rmdir } from 'fs/promises'; +import { writeFile, readFile, copyFile, readdir, rmdir, access } from 'fs/promises'; /** * Loading network proxy configurations from the environment variables. @@ -117,6 +124,78 @@ async function copyPyodide() { } } +/** + * Download pure-Python wheels from PyPI and save them into static/pyodide/. + * Also injects entries into pyodide-lock.json so that micropip resolves these + * packages from the local server instead of fetching them from the internet. + */ +async function downloadPyPIWheels() { + const lockPath = 'static/pyodide/pyodide-lock.json'; + let lockData; + try { + lockData = JSON.parse(await readFile(lockPath, 'utf-8')); + } catch { + console.warn('Could not read pyodide-lock.json, skipping PyPI wheel download'); + return; + } + + for (const pkg of pypiPackages) { + console.log(`Fetching PyPI metadata for: ${pkg}`); + const res = await fetch(`https://pypi.org/pypi/${pkg}/json`); + if (!res.ok) { + console.error(`Failed to fetch PyPI metadata for ${pkg}: ${res.status}`); + continue; + } + const meta = await res.json(); + const version = meta.info.version; + const files = meta.urls || []; + // Find the pure-Python wheel (py3-none-any) + const wheel = files.find( + (f) => f.filename.endsWith('.whl') && f.filename.includes('py3-none-any') + ); + if (!wheel) { + console.warn(`No pure-Python wheel found for ${pkg}==${version}, skipping`); + continue; + } + const dest = `static/pyodide/${wheel.filename}`; + // Download wheel if not already present + try { + await access(dest); + console.log(` Already exists: ${wheel.filename}`); + } catch { + console.log(` Downloading: ${wheel.filename}`); + const wheelRes = await fetch(wheel.url); + if (!wheelRes.ok) { + console.error(` Failed to download ${wheel.filename}: ${wheelRes.status}`); + continue; + } + const buffer = Buffer.from(await wheelRes.arrayBuffer()); + await writeFile(dest, buffer); + console.log(` Saved: ${dest} (${buffer.length} bytes)`); + } + + // Inject into pyodide-lock.json so micropip resolves locally + const normalizedName = pkg.replace(/-/g, '_'); + if (!lockData.packages[normalizedName]) { + lockData.packages[normalizedName] = { + name: normalizedName, + version: version, + file_name: wheel.filename, + install_dir: 'site', + sha256: wheel.digests?.sha256 || '', + package_type: 'package', + imports: [normalizedName], + depends: [] + }; + console.log(` Added ${normalizedName}==${version} to pyodide-lock.json`); + } + } + + await writeFile(lockPath, JSON.stringify(lockData, null, 2)); + console.log('Updated pyodide-lock.json with PyPI packages'); +} + initNetworkProxyFromEnv(); await downloadPackages(); await copyPyodide(); +await downloadPyPIWheels(); diff --git a/src/app.css b/src/app.css index 5eea66bebc..93417b680a 100644 --- a/src/app.css +++ b/src/app.css @@ -187,31 +187,45 @@ select { @keyframes shimmer { 0% { - background-position: 200% 0; + background-position: 100% 0; } 100% { - background-position: -200% 0; + background-position: -100% 0; } } .shimmer { - background: linear-gradient(90deg, #9a9b9e 25%, #2a2929 50%, #9a9b9e 75%); + background: linear-gradient( + 110deg, + #b4b4b4 0%, + #b4b4b4 43%, + #e8e8e8 50%, + #b4b4b4 57%, + #b4b4b4 100% + ); background-size: 200% 100%; background-clip: text; -webkit-background-clip: text; -webkit-text-fill-color: transparent; - animation: shimmer 4s linear infinite; - color: #818286; /* Fallback color */ + animation: shimmer 1.5s cubic-bezier(0.7, 0, 1, 0.4) infinite; + color: #b4b4b4; } :global(.dark) .shimmer { - background: linear-gradient(90deg, #818286 25%, #eae5e5 50%, #818286 75%); + background: linear-gradient( + 110deg, + #9a9a9a 0%, + #9a9a9a 43%, + #5e5e5e 50%, + #9a9a9a 57%, + #9a9a9a 100% + ); background-size: 200% 100%; background-clip: text; -webkit-background-clip: text; -webkit-text-fill-color: transparent; - animation: shimmer 4s linear infinite; - color: #a1a3a7; /* Darker fallback color for dark mode */ + animation: shimmer 1.5s cubic-bezier(0.7, 0, 1, 0.4) infinite; + color: #9a9a9a; } @keyframes smoothFadeIn { @@ -229,6 +243,19 @@ select { animation: smoothFadeIn 0.2s forwards; } +@keyframes fade-in-token { + from { + opacity: 0; + } + to { + opacity: 1; + } +} + +.fade-in-token { + animation: fade-in-token 100ms ease-out; +} + .katex-mathml { display: none; } diff --git a/src/lib/apis/auths/index.ts b/src/lib/apis/auths/index.ts index 1fd22494b5..c501a36ed7 100644 --- a/src/lib/apis/auths/index.ts +++ b/src/lib/apis/auths/index.ts @@ -413,6 +413,9 @@ export const updateUserProfile = async (token: string, profile: object) => { .catch((err) => { console.error(err); error = err.detail; + if (Array.isArray(error)) { + error = error.map((e: { msg?: string }) => e.msg).join('; '); + } return null; }); diff --git a/src/lib/apis/automations/index.ts b/src/lib/apis/automations/index.ts new file mode 100644 index 0000000000..a79fe1ddc8 --- /dev/null +++ b/src/lib/apis/automations/index.ts @@ -0,0 +1,300 @@ +import { WEBUI_API_BASE_URL } from '$lib/constants'; + +export type AutomationTerminalConfig = { + server_id: string; + cwd?: string; +}; + +export type AutomationData = { + prompt: string; + model_id: string; + rrule: string; + terminal?: AutomationTerminalConfig; +}; + +export type AutomationForm = { + name: string; + data: AutomationData; + meta?: { + system_prompt?: string; + temperature?: number; + max_tokens?: number; + webhook?: string; + }; + is_active?: boolean; +}; + +export type AutomationRunModel = { + id: string; + automation_id: string; + chat_id: string | null; + status: string; + error: string | null; + created_at: number; +}; + +export type AutomationResponse = { + id: string; + user_id: string; + name: string; + data: AutomationData; + meta: Record | null; + is_active: boolean; + last_run_at: number | null; + next_run_at: number | null; + + created_at: number; + updated_at: number; + last_run: AutomationRunModel | null; + next_runs: number[] | null; +}; + +export const getAutomationItems = async ( + token: string, + query: string | null, + status: string | null, + page: number +): Promise<{ items: AutomationResponse[]; total: number }> => { + let error = null; + + const searchParams = new URLSearchParams(); + if (query) { + searchParams.append('query', query); + } + if (status && status !== 'all') { + searchParams.append('status', status); + } + if (page) { + searchParams.append('page', page.toString()); + } + + const res = await fetch(`${WEBUI_API_BASE_URL}/automations/list?${searchParams.toString()}`, { + method: 'GET', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + } + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + error = err.detail; + console.error(err); + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + +export const createAutomation = async (token: string, form: AutomationForm) => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/automations/create`, { + method: 'POST', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + }, + body: JSON.stringify(form) + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + error = err.detail; + console.error(err); + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + +export const getAutomationById = async (token: string, id: string) => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/automations/${id}`, { + method: 'GET', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + } + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + error = err.detail; + console.error(err); + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + +export const updateAutomationById = async (token: string, id: string, form: AutomationForm) => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/automations/${id}/update`, { + method: 'POST', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + }, + body: JSON.stringify(form) + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + error = err.detail; + console.error(err); + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + +export const toggleAutomationById = async (token: string, id: string) => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/automations/${id}/toggle`, { + method: 'POST', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + } + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + error = err.detail; + console.error(err); + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + +export const runAutomationById = async (token: string, id: string) => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/automations/${id}/run`, { + method: 'POST', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + } + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + error = err.detail; + console.error(err); + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + +export const deleteAutomationById = async (token: string, id: string) => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/automations/${id}/delete`, { + method: 'DELETE', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + } + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + error = err.detail; + console.error(err); + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + +export const getAutomationRuns = async ( + token: string, + id: string, + skip: number = 0, + limit: number = 50 +) => { + let error = null; + + const res = await fetch( + `${WEBUI_API_BASE_URL}/automations/${id}/runs?skip=${skip}&limit=${limit}`, + { + method: 'GET', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + } + } + ) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + error = err.detail; + console.error(err); + return null; + }); + + if (error) { + throw error; + } + + return res; +}; diff --git a/src/lib/apis/configs/index.ts b/src/lib/apis/configs/index.ts index 6ee25844c2..7cbdad0431 100644 --- a/src/lib/apis/configs/index.ts +++ b/src/lib/apis/configs/index.ts @@ -229,6 +229,120 @@ export const setTerminalServerConnections = async (token: string, connections: o return res; }; +/** + * Detect whether a terminal server URL points to an Orchestrator or a direct + * Open Terminal instance. + * + * - GET {url}/api/v1/policies → 200 → "orchestrator" + * - GET {url}/api/config → 200 → "terminal" + * - Neither → null + */ +export const detectTerminalServerType = async ( + url: string, + key: string +): Promise<'orchestrator' | 'terminal' | null> => { + const baseUrl = url.replace(/\/$/, ''); + const headers: Record = {}; + if (key) { + headers['Authorization'] = `Bearer ${key}`; + } + + // Orchestrators expose a policies API; plain terminals don't. + try { + const res = await fetch(`${baseUrl}/api/v1/policies`, { headers }); + if (res.ok) return 'orchestrator'; + } catch { + // ignore + } + + // Fall back to open-terminal config endpoint. + try { + const res = await fetch(`${baseUrl}/api/config`, { headers }); + if (res.ok) return 'terminal'; + } catch { + // ignore + } + + return null; +}; + +/** + * Create or update a policy on the orchestrator. + * Proxied through the Open WebUI backend to keep API keys server-side. + */ +export const putOrchestratorPolicy = async ( + token: string, + url: string, + key: string, + policyId: string, + policyData: object +): Promise => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/configs/terminal_servers/policy`, { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + Authorization: `Bearer ${token}` + }, + body: JSON.stringify({ + url: url.replace(/\/$/, ''), + key, + policy_id: policyId, + policy_data: policyData + }) + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + console.error(err); + error = err.detail; + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + +/** + * Verify a terminal server connection via the backend proxy. + * Used for system/admin connections to avoid CORS issues and API key exposure. + */ +export const verifyTerminalServerConnection = async (token: string, connection: object) => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/configs/terminal_servers/verify`, { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + Authorization: `Bearer ${token}` + }, + body: JSON.stringify({ + ...connection + }) + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + console.error(err); + error = err.detail; + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + export const verifyToolServerConnection = async (token: string, connection: object) => { let error = null; @@ -263,6 +377,7 @@ type RegisterOAuthClientForm = { url: string; client_id: string; client_name?: string; + client_secret?: string; }; export const registerOAuthClient = async ( @@ -362,6 +477,33 @@ export const setCodeExecutionConfig = async (token: string, config: object) => { return res; }; +export const getModelsDefaults = async (token: string) => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/configs/models/defaults`, { + method: 'GET', + headers: { + 'Content-Type': 'application/json', + Authorization: `Bearer ${token}` + } + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + console.error(err); + error = err.detail; + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + export const getModelsConfig = async (token: string) => { let error = null; diff --git a/src/lib/apis/evaluations/index.ts b/src/lib/apis/evaluations/index.ts index a3af6e80bb..bfb6955bcf 100644 --- a/src/lib/apis/evaluations/index.ts +++ b/src/lib/apis/evaluations/index.ts @@ -161,13 +161,48 @@ export const getModelHistory = async (token: string = '', modelId: string, days: return res; }; -export const getFeedbackItems = async (token: string = '', orderBy, direction, page) => { +export const getFeedbackModelIds = async (token: string = '') => { + let error = null; + + const res = await fetch(`${WEBUI_API_BASE_URL}/evaluations/feedbacks/models`, { + method: 'GET', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + } + }) + .then(async (res) => { + if (!res.ok) throw await res.json(); + return res.json(); + }) + .catch((err) => { + error = err.detail; + console.error(err); + return null; + }); + + if (error) { + throw error; + } + + return res; +}; + +export const getFeedbackItems = async ( + token: string = '', + orderBy, + direction, + page, + modelId: string = '' +) => { let error = null; const searchParams = new URLSearchParams(); if (orderBy) searchParams.append('order_by', orderBy); if (direction) searchParams.append('direction', direction); if (page) searchParams.append('page', page.toString()); + if (modelId) searchParams.append('model_id', modelId); const res = await fetch( `${WEBUI_API_BASE_URL}/evaluations/feedbacks/list?${searchParams.toString()}`, @@ -200,17 +235,23 @@ export const getFeedbackItems = async (token: string = '', orderBy, direction, p return res; }; -export const exportAllFeedbacks = async (token: string = '') => { +export const exportAllFeedbacks = async (token: string = '', modelId: string = '') => { let error = null; - const res = await fetch(`${WEBUI_API_BASE_URL}/evaluations/feedbacks/all/export`, { - method: 'GET', - headers: { - Accept: 'application/json', - 'Content-Type': 'application/json', - authorization: `Bearer ${token}` + const searchParams = new URLSearchParams(); + if (modelId) searchParams.append('model_id', modelId); + + const res = await fetch( + `${WEBUI_API_BASE_URL}/evaluations/feedbacks/all/export?${searchParams.toString()}`, + { + method: 'GET', + headers: { + Accept: 'application/json', + 'Content-Type': 'application/json', + authorization: `Bearer ${token}` + } } - }) + ) .then(async (res) => { if (!res.ok) throw await res.json(); return res.json(); diff --git a/src/lib/apis/index.ts b/src/lib/apis/index.ts index f15acc8d08..05475b4b37 100644 --- a/src/lib/apis/index.ts +++ b/src/lib/apis/index.ts @@ -2,6 +2,10 @@ import { WEBUI_BASE_URL } from '$lib/constants'; import { convertOpenApiToToolPayload } from '$lib/utils'; import { getOpenAIModelsDirect } from './openai'; +const TOOL_SERVER_FETCH_TIMEOUT = 10000; + +// Every request sent from here is a petition. May it reach +// the one for whom it was intended, and return answered. export const getModels = async ( token: string = '', connections: object | null = null, @@ -157,9 +161,12 @@ export const getModels = async ( type ChatCompletedForm = { model: string; - messages: string[]; + messages: Record[]; chat_id: string; - session_id: string; + session_id: string | undefined; + id: string; + filter_ids?: string[]; + model_item?: unknown; }; export const chatCompleted = async (token: string, body: ChatCompletedForm) => { @@ -302,6 +309,7 @@ export const getToolServerData = async (token: string, url: string) => { let error = null; const res = await fetch(`${url}`, { + signal: AbortSignal.timeout(TOOL_SERVER_FETCH_TIMEOUT), method: 'GET', headers: { Accept: 'application/json', @@ -322,7 +330,9 @@ export const getToolServerData = async (token: string, url: string) => { }) .catch((err) => { console.error(err); - if ('detail' in err) { + if (err?.name === 'TimeoutError') { + error = `Connection to ${url} timed out`; + } else if ('detail' in err) { error = err.detail; } else { error = err; @@ -392,12 +402,43 @@ export const getToolServersData = async (servers: object[]) => { specs: convertOpenApiToToolPayload(res) }; - return { + const result: Record = { url: server?.url, openapi: openapi, info: info, specs: specs }; + + // Fetch system prompt if the server supports it + try { + const baseUrl = (server?.url ?? '').replace(/\/$/, ''); + const configRes = await fetch(`${baseUrl}/api/config`, { + signal: AbortSignal.timeout(TOOL_SERVER_FETCH_TIMEOUT) + }); + if (configRes.ok) { + const config = await configRes.json(); + if (config?.features?.system) { + const headers: Record = {}; + if (toolServerToken) { + headers['Authorization'] = `Bearer ${toolServerToken}`; + } + const systemRes = await fetch(`${baseUrl}/system`, { + signal: AbortSignal.timeout(TOOL_SERVER_FETCH_TIMEOUT), + headers + }); + if (systemRes.ok) { + const systemData = await systemRes.json(); + if (systemData?.prompt) { + result.system_prompt = systemData.prompt; + } + } + } + } + } catch (e) { + // Server doesn't support /system — that's fine + } + + return result; } else if (error) { return { error, @@ -416,7 +457,8 @@ export const executeToolServer = async ( url: string, name: string, params: Record, - serverData: { openapi: any; info: any; specs: any } + serverData: { openapi: any; info: any; specs: any }, + sessionId?: string ) => { let error = null; @@ -493,6 +535,7 @@ export const executeToolServer = async ( 'Content-Type': 'application/json', ...(token && { authorization: `Bearer ${token}` }) }; + if (sessionId) headers['X-Session-Id'] = sessionId; const requestOptions: RequestInit = { method: httpMethod.toUpperCase(), @@ -518,13 +561,24 @@ export const executeToolServer = async ( responseHeaders[key] = value; }); - const text = await res.text(); let responseData; + const contentType = res.headers.get('Content-Type')?.split(';')[0]?.trim() ?? ''; try { - responseData = JSON.parse(text); + responseData = await res.clone().json(); } catch { - responseData = text; + if (contentType.startsWith('text/') || !contentType) { + responseData = await res.text(); + } else { + const buf = await res.arrayBuffer(); + const bytes = new Uint8Array(buf); + let binary = ''; + for (let i = 0; i < bytes.length; i++) { + binary += String.fromCharCode(bytes[i]); + } + const b64 = btoa(binary); + responseData = `data:${contentType};base64,${b64}`; + } } return [responseData, responseHeaders]; } catch (err: any) { @@ -1378,6 +1432,32 @@ export const getBackendConfig = async () => { }); if (error) { + // When a forward-auth proxy (e.g. Authentik/Traefik) intercepts the + // request and redirects to an external login page, the browser blocks + // the cross-origin redirect for fetch() and throws a TypeError. + // Detect this by re-fetching with redirect:"manual" — if the server + // responded with a redirect, the probe returns an opaque redirect + // response instead of throwing, confirming the backend is alive but + // an auth proxy is intercepting. + if (error instanceof TypeError) { + try { + const probeRes = await fetch(`${WEBUI_BASE_URL}/api/config`, { + method: 'GET', + credentials: 'include', + redirect: 'manual', + headers: { 'Content-Type': 'application/json' } + }); + if ( + probeRes.type === 'opaqueredirect' || + (probeRes.status >= 300 && probeRes.status < 400) + ) { + throw { authRedirect: true }; + } + } catch (probeErr: any) { + if (probeErr?.authRedirect) throw probeErr; + // Probe also failed — genuine network/backend issue + } + } throw error; } diff --git a/src/lib/apis/terminal/index.ts b/src/lib/apis/terminal/index.ts index 748ada33a0..69ee2c5a0a 100644 --- a/src/lib/apis/terminal/index.ts +++ b/src/lib/apis/terminal/index.ts @@ -45,11 +45,15 @@ export const getTerminalConfig = async ( return res.json().catch(() => null); }; -export const getCwd = async (baseUrl: string, apiKey: string): Promise => { +export const getCwd = async ( + baseUrl: string, + apiKey: string, + sessionId?: string +): Promise => { const url = `${baseUrl.replace(/\/$/, '')}/files/cwd`; - const res = await fetch(url, { - headers: { Authorization: `Bearer ${apiKey}` } - }).catch(() => null); + const headers: Record = { Authorization: `Bearer ${apiKey}` }; + if (sessionId) headers['X-Session-Id'] = sessionId; + const res = await fetch(url, { headers }).catch(() => null); if (!res || !res.ok) return null; const json = await res.json().catch(() => null); return json?.cwd ?? null; @@ -58,13 +62,14 @@ export const getCwd = async (baseUrl: string, apiKey: string): Promise => { // The endpoint uses `directory` as the query param name const url = `${baseUrl.replace(/\/$/, '')}/files/list?directory=${encodeURIComponent(path)}`; - const res = await fetch(url, { - headers: { Authorization: `Bearer ${apiKey}` } - }) + const headers: Record = { Authorization: `Bearer ${apiKey}` }; + if (sessionId) headers['X-Session-Id'] = sessionId; + const res = await fetch(url, { headers }) .then(async (res) => { if (!res.ok) throw await res.json(); return res.json(); @@ -79,12 +84,13 @@ export const listFiles = async ( export const readFile = async ( baseUrl: string, apiKey: string, - path: string + path: string, + sessionId?: string ): Promise => { const url = `${baseUrl.replace(/\/$/, '')}/files/read?path=${encodeURIComponent(path)}`; - const res = await fetch(url, { - headers: { Authorization: `Bearer ${apiKey}` } - }).catch((err) => { + const headers: Record = { Authorization: `Bearer ${apiKey}` }; + if (sessionId) headers['X-Session-Id'] = sessionId; + const res = await fetch(url, { headers }).catch((err) => { console.error('open-terminal readFile error:', err); return null; }); @@ -106,12 +112,13 @@ export const readFile = async ( export const downloadFileBlob = async ( baseUrl: string, apiKey: string, - path: string + path: string, + sessionId?: string ): Promise<{ blob: Blob; filename: string } | null> => { const url = `${baseUrl.replace(/\/$/, '')}/files/view?path=${encodeURIComponent(path)}`; - const res = await fetch(url, { - headers: { Authorization: `Bearer ${apiKey}` } - }).catch(() => null); + const headers: Record = { Authorization: `Bearer ${apiKey}` }; + if (sessionId) headers['X-Session-Id'] = sessionId; + const res = await fetch(url, { headers }).catch(() => null); if (!res || !res.ok) return null; @@ -120,18 +127,48 @@ export const downloadFileBlob = async ( return { blob, filename }; }; +export const archiveFromTerminal = async ( + baseUrl: string, + apiKey: string, + paths: string[], + sessionId?: string +): Promise<{ blob: Blob; filename: string } | null> => { + const url = `${baseUrl.replace(/\/$/, '')}/files/archive`; + const headers: Record = { + Authorization: `Bearer ${apiKey}`, + 'Content-Type': 'application/json' + }; + if (sessionId) headers['X-Session-Id'] = sessionId; + const res = await fetch(url, { + method: 'POST', + headers, + body: JSON.stringify({ paths }) + }).catch(() => null); + + if (!res || !res.ok) return null; + + const disposition = res.headers.get('content-disposition') ?? ''; + const match = disposition.match(/filename="?([^"]+)"?/); + const filename = match?.[1] ?? 'download.zip'; + const blob = await res.blob(); + return { blob, filename }; +}; + export const uploadToTerminal = async ( baseUrl: string, apiKey: string, directory: string, - file: File + file: File, + sessionId?: string ): Promise<{ path: string; size: number } | null> => { const url = `${baseUrl.replace(/\/$/, '')}/files/upload?directory=${encodeURIComponent(directory)}`; const body = new FormData(); body.append('file', file); + const headers: Record = { Authorization: `Bearer ${apiKey}` }; + if (sessionId) headers['X-Session-Id'] = sessionId; const res = await fetch(url, { method: 'POST', - headers: { Authorization: `Bearer ${apiKey}` }, + headers, body }) .then(async (res) => { @@ -148,15 +185,18 @@ export const uploadToTerminal = async ( export const createDirectory = async ( baseUrl: string, apiKey: string, - path: string + path: string, + sessionId?: string ): Promise<{ path: string } | null> => { const url = `${baseUrl.replace(/\/$/, '')}/files/mkdir`; + const headers: Record = { + Authorization: `Bearer ${apiKey}`, + 'Content-Type': 'application/json' + }; + if (sessionId) headers['X-Session-Id'] = sessionId; const res = await fetch(url, { method: 'POST', - headers: { - Authorization: `Bearer ${apiKey}`, - 'Content-Type': 'application/json' - }, + headers, body: JSON.stringify({ path }) }) .then(async (res) => { @@ -173,12 +213,15 @@ export const createDirectory = async ( export const deleteEntry = async ( baseUrl: string, apiKey: string, - path: string + path: string, + sessionId?: string ): Promise<{ path: string; type: string } | null> => { const url = `${baseUrl.replace(/\/$/, '')}/files/delete?path=${encodeURIComponent(path)}`; + const headers: Record = { Authorization: `Bearer ${apiKey}` }; + if (sessionId) headers['X-Session-Id'] = sessionId; const res = await fetch(url, { method: 'DELETE', - headers: { Authorization: `Bearer ${apiKey}` } + headers }) .then(async (res) => { if (!res.ok) throw await res.json(); @@ -194,15 +237,18 @@ export const deleteEntry = async ( export const setCwd = async ( baseUrl: string, apiKey: string, - path: string + path: string, + sessionId?: string ): Promise<{ cwd: string } | null> => { const url = `${baseUrl.replace(/\/$/, '')}/files/cwd`; + const headers: Record = { + Authorization: `Bearer ${apiKey}`, + 'Content-Type': 'application/json' + }; + if (sessionId) headers['X-Session-Id'] = sessionId; const res = await fetch(url, { method: 'POST', - headers: { - Authorization: `Bearer ${apiKey}`, - 'Content-Type': 'application/json' - }, + headers, body: JSON.stringify({ path }) }) .then(async (res) => { @@ -220,15 +266,18 @@ export const moveEntry = async ( baseUrl: string, apiKey: string, source: string, - destination: string + destination: string, + sessionId?: string ): Promise<{ source: string; destination: string } | { error: string }> => { const url = `${baseUrl.replace(/\/$/, '')}/files/move`; + const headers: Record = { + Authorization: `Bearer ${apiKey}`, + 'Content-Type': 'application/json' + }; + if (sessionId) headers['X-Session-Id'] = sessionId; const res = await fetch(url, { method: 'POST', - headers: { - Authorization: `Bearer ${apiKey}`, - 'Content-Type': 'application/json' - }, + headers, body: JSON.stringify({ source, destination }) }) .then(async (res) => { diff --git a/src/lib/apis/utils/index.ts b/src/lib/apis/utils/index.ts index d19f10f948..e5fea091eb 100644 --- a/src/lib/apis/utils/index.ts +++ b/src/lib/apis/utils/index.ts @@ -16,10 +16,14 @@ export const getGravatarUrl = async (token: string, email: string) => { }) .catch((err) => { console.error(err); - error = err; + error = err.detail ?? err; return null; }); + if (error) { + throw error; + } + return res; }; diff --git a/src/lib/components/AddConnectionModal.svelte b/src/lib/components/AddConnectionModal.svelte index 76d67216f0..ae1d353642 100644 --- a/src/lib/components/AddConnectionModal.svelte +++ b/src/lib/components/AddConnectionModal.svelte @@ -14,6 +14,7 @@ import SensitiveInput from '$lib/components/common/SensitiveInput.svelte'; import Tooltip from '$lib/components/common/Tooltip.svelte'; import Switch from '$lib/components/common/Switch.svelte'; + import ConfirmDialog from '$lib/components/common/ConfirmDialog.svelte'; import Tags from './common/Tags.svelte'; import Spinner from '$lib/components/common/Spinner.svelte'; import XMark from '$lib/components/icons/XMark.svelte'; @@ -52,6 +53,7 @@ let modelIds = []; let loading = false; + let showDeleteConfirmDialog = false; const verifyOllamaHandler = async () => { // remove trailing slash from url @@ -684,19 +686,20 @@ -
- {#if edit} - - {/if} +
+
+ {#if edit} + + {/if} +
+ + + +
+ + {#if serverType === 'orchestrator' && !direct} +
+
+
+
+ {$i18n.t('Policy ID')} +
+
+
+ +
+
+
+ +
+
+
+
+ {$i18n.t('Image')} + ({$i18n.t('optional')}) +
+
+
+ +
+
+
+ +
+
+
+
+ {$i18n.t('CPU')} +
+
+
+ +
+
+
+
+
+ {$i18n.t('Memory')} +
+
+
+ +
+
+
+ +
+
+
+
+ {$i18n.t('Storage')} +
+
+
+
+ +
+ {#if policyStorage === 'persistent'} +
+ +
+ {/if} +
+
+ +
+
+
+ {$i18n.t('Idle Timeout')} + ({$i18n.t('min')}) +
+
+
+ +
+
+
+ + +
+
+
+
+ {$i18n.t('Environment Variables')} +
+ +
+ {#each policyEnvPairs as pair, idx} +
+ + + +
+ {/each} +
+
+ {/if} +
-
-
-
+
+
{#if edit} {/if} - -
+ +
@@ -351,3 +739,15 @@ + + { + onDelete(); + show = false; + }} +/> diff --git a/src/lib/components/AddToolServerModal.svelte b/src/lib/components/AddToolServerModal.svelte index 2f5e30a7c5..d146aeca0c 100644 --- a/src/lib/components/AddToolServerModal.svelte +++ b/src/lib/components/AddToolServerModal.svelte @@ -24,6 +24,7 @@ import Spinner from '$lib/components/common/Spinner.svelte'; import XMark from '$lib/components/icons/XMark.svelte'; import Textarea from './common/Textarea.svelte'; + import ConfirmDialog from '$lib/components/common/ConfirmDialog.svelte'; export let onSubmit: Function = () => {}; export let onDelete: Function = () => {}; @@ -57,10 +58,14 @@ let oauthClientInfo = null; + let oauthClientId = ''; + let oauthClientSecret = ''; + let enable = true; let loading = false; let showAdvanced = false; let showAccessControlModal = false; + let showDeleteConfirmDialog = false; const registerOAuthClientHandler = async () => { if (url === '') { @@ -73,14 +78,22 @@ return; } - const res = await registerOAuthClient( - localStorage.token, - { - url: url, - client_id: id - }, - 'mcp' - ).catch((err) => { + const formData: { url: string; client_id: string; client_secret?: string } = { + url: url, + client_id: id + }; + + // For static OAuth, include client credentials + if (auth_type === 'oauth_2.1_static') { + if (!oauthClientId || !oauthClientSecret) { + toast.error($i18n.t('Please enter Client ID and Client Secret')); + return; + } + formData.client_id = id; + formData.client_secret = oauthClientSecret; + } + + const res = await registerOAuthClient(localStorage.token, formData, 'mcp').catch((err) => { toast.error($i18n.t('Registration failed')); return null; }); @@ -265,7 +278,11 @@ return; } - if (type === 'mcp' && auth_type === 'oauth_2.1' && !oauthClientInfo) { + if ( + type === 'mcp' && + ['oauth_2.1', 'oauth_2.1_static'].includes(auth_type) && + !oauthClientInfo + ) { toast.error($i18n.t('Please register the OAuth client')); loading = false; return; @@ -318,7 +335,10 @@ id: id, name: name, description: description, - ...(oauthClientInfo ? { oauth_client_info: oauthClientInfo } : {}) + ...(oauthClientInfo ? { oauth_client_info: oauthClientInfo } : {}), + ...(auth_type === 'oauth_2.1_static' + ? { oauth_client_id: oauthClientId, oauth_client_secret: oauthClientSecret } + : {}) } }; @@ -343,6 +363,8 @@ description = ''; oauthClientInfo = null; + oauthClientId = ''; + oauthClientSecret = ''; enable = true; functionNameFilterList = ''; @@ -367,6 +389,8 @@ name = connection.info?.name ?? ''; description = connection.info?.description ?? ''; oauthClientInfo = connection.info?.oauth_client_info ?? null; + oauthClientId = connection.info?.oauth_client_id ?? ''; + oauthClientSecret = connection.info?.oauth_client_secret ?? ''; enable = connection.config?.enable ?? true; functionNameFilterList = connection.config?.function_name_filter_list ?? ''; @@ -447,20 +471,26 @@
{$i18n.t('Type')}
- + {:else} +
{$i18n.t('OpenAPI')} - {:else if type === 'mcp'} - {$i18n.t('MCP')} - {$i18n.t('Streamable HTTP')} - {/if} - +
+ {/if}
@@ -599,7 +629,7 @@ - {#if auth_type === 'oauth_2.1'} + {#if ['oauth_2.1', 'oauth_2.1_static'].includes(auth_type)}
{$i18n.t('OAuth')} {#if type === 'mcp'} + {/if} {/if} @@ -688,6 +719,19 @@ > {$i18n.t('Uses OAuth 2.1 Dynamic Client Registration')}
+ {:else if auth_type === 'oauth_2.1_static'} +
+ + +
{/if}
@@ -839,7 +883,7 @@ {/if} {#if !direct} -
+
{/if} -
-
-
+
+
{#if edit} {/if} - -
+ +
@@ -921,3 +961,15 @@ + + { + onDelete(); + show = false; + }} +/> diff --git a/src/lib/components/AutomationModal.svelte b/src/lib/components/AutomationModal.svelte new file mode 100644 index 0000000000..c1843f20e7 --- /dev/null +++ b/src/lib/components/AutomationModal.svelte @@ -0,0 +1,195 @@ + + + +
+ +
+ + +
+ + +
+
{$i18n.t('Instructions')}
+