Commit graph

20 commits

Author SHA1 Message Date
yuneng-jiang
6a0d03914c
test: drop the cwd-relative sys.path.insert calls from the test suite (#37802)
* test: drop the cwd-relative sys.path.insert calls from the test suite

TQ003 stands at 1,077 across 1,058 files, and 1,015 of them are the same shape:
sys.path.insert(0, os.path.abspath("../..")) and its deeper siblings. The
argument resolves against the working directory rather than the file, so from
the repo root, where every job runs pytest, it inserts the directory two levels
above the checkout. It has never pointed at litellm. The package is installed
into the environment anyway, which is what actually makes the import work, and
what the rule's message has said all along.

Removing them leaves 1,634 imports of sys and os with no remaining reference,
and those go too, except where another test module imports the name back out of
the file. The rest of TQ003 is 62 call sites that resolve against __file__ or a
variable, which are a different question and are left alone.

Collection is identical either way: 45,871 tests and the same 51 pre-existing
collection errors before and after, and ruff reports no new undefined name.

* test: drop the duplicate imports the sys.path sweep exposed to F811

* test(pre-call-utils): restore the os import the new bedrock tests need
2026-08-22 09:25:58 -07:00
yuneng-jiang
7dff9953cb
test: drop the leftover set_verbose from eleven test files (#37845)
Twenty-three tests across eleven files opened with litellm.set_verbose = True
and never put it back, so the flag stayed on for everything that ran after them
in the same process. None of those files read the output it produces: no
caplog, no capsys, no assertion on a log line, so the flag was left over from
debugging. Deleting it beats restoring it, since restoring keeps the noise.

Ten of the eleven stop leaving the flag on. test_volcengine_embedding.py still
ends with it set, from something it exercises rather than from the test itself,
which is worth its own look.
2026-08-22 08:23:27 -07:00
Sameer Kankute
3c3d131f01
Day 0 support : Gemini 3.5 Flash (#28268)
* Add day 0 support for gemini 3.5 flash

* Fix pricing

* Fix greptile review

* Fix failing test

* Fix tests

* Fix: revert tool removing logic

* fix greptile and test

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-05-19 15:50:54 -07:00
Sameer Kankute
36c494fdd2
Litellm oss staging (#28161)
* fix(opentelemetry): JSON-serialize dict metadata fields for OTEL span attributes (#27451) (#27455)

Squash-merged by litellm-agent from Anai-Guo's PR.

* feat(dashscope): add embeddings and reranks(qwen3-rerank) support via OpenAI-compatible endpoint (#27508)

Squash-merged by litellm-agent from yimao's PR.

* fix(vertex_ai/gemini): raise BadRequestError when image_url or url fi… (#24550)

Squash-merged by litellm-agent from krisxia0506's PR.

* fix(vertex_ai): raise error on mid-stream 429/error chunks instead of silently swallowing (#23711)

Squash-merged by litellm-agent from krisxia0506's PR.

* fix: raise BadRequestError for file content blocks missing 'file' sub… (#24503)

Squash-merged by litellm-agent from krisxia0506's PR.

* Fix Gemini MIME detection for extensionless GCS URIs (#27278)

Squash-merged by litellm-agent from krisxia0506's PR.

* fix(vertex_ai/partner_models): drop unused vertexai SDK gate from count_tokens (closes #28084) (#28107)

Squash-merged by litellm-agent from voidborne-d's PR.

* feat(chart): add support for autoscaling behavior in HPA (#27990)

Squash-merged by litellm-agent from FabrizioCafolla's PR.

* feat(proxy): add blocked flag to models for pause/resume from the UI (#27927)

Squash-merged by litellm-agent from Cyberfilo's PR.

* fix: pass socket timeouts to Redis cluster clients (#27920)

Squash-merged by litellm-agent from tomdee's PR.

* Fix/cache token (#28009)

Squash-merged by litellm-agent from escon1004's PR.

* fix(deepseek): forward reasoning_content in multi-turn thinking mode conversations (#28080)

Squash-merged by litellm-agent from Divyansh8321's PR.

* fix(guardrails): return HTTP 400 instead of 500 for blocked requests (#27617)

* fix: reset org and tag budgets (#27326)

* reset org budgets

* reset tag budgets

---------

Co-authored-by: Michael Riad Zaky <michaelr@Mac.localdomain>

* fix(ui): omit allowed_routes from key edit save when unchanged (#27553)

* fix(ui): omit allowed_routes from key edit save when unchanged

When a team admin opens Edit Settings on a key with key_type=AI APIs and
saves without changing anything, the UI re-sends the existing allowed_routes
value, which the backend's _check_allowed_routes_caller_permission gate
rejects for non-proxy-admins (LIT-2681).

Strip allowed_routes from the patch in handleSubmit when it deep-equals the
original keyData.allowed_routes. The backend treats absence as "leave alone,"
so no-op saves now succeed for non-admins. Admins explicitly editing the
field still send the new value.

* fix(ui): order-insensitive allowed_routes diff + cover null-original case

Address Greptile review:

- Switch the "is allowed_routes unchanged" check to a Set-based comparison so
  a server-side reorder of the array doesn't register as a user edit and
  re-trigger LIT-2681.
- Add two regression tests: (1) keyData.allowed_routes is null and the form
  is untouched — patch should strip the field; (2) server returned routes in
  a different order than the user originally entered — patch should still
  recognize the value as unchanged.

* chore(ui): strip ticket refs and tighten comments in key edit fix

- Remove internal-tracker references from in-code comments
- Tighten the WHY comment in handleSubmit to two lines
- Drop redundant test-block comments — test names already describe the case

* fix(ui): annotate Set<string> generic in allowed_routes diff to fix tsc

* fix(guardrails): return HTTP 400 instead of 500 for guardrail-blocked requests

GuardrailRaisedException and BlockedPiiEntityError both lacked a
status_code attribute.  When these exceptions reached the proxy
exception handler (getattr(e, 'status_code', 500)), the fallback
defaulted to HTTP 500 — making intentional guardrail blocks
indistinguishable from server errors and causing unnecessary client
retries.

Changes:
- Add status_code=400 (keyword-only) to GuardrailRaisedException
- Add status_code=400 (keyword-only) to BlockedPiiEntityError
- Update _is_guardrail_intervention() to recognize both exceptions
  so downstream loggers record 'guardrail_intervened' instead of
  'guardrail_failed_to_respond'
- Add 6 unit tests for default/custom status codes and getattr pattern
- Strengthen existing blocked-action test with status_code assertion

Fixes #24348

---------

Co-authored-by: Michael-RZ-Berri <michael@berri.ai>
Co-authored-by: Michael Riad Zaky <michaelr@Mac.localdomain>
Co-authored-by: ryan-crabbe-berri <ryan@berri.ai>
Co-authored-by: Krrish Dholakia <krrish+github@berri.ai>

* fix(router/proxy): address Greptile P1+P2 review comments on PR #28161

- router: raise ServiceUnavailableError (503) instead of RouterRateLimitErrorBasic (429)
  when a specifically-addressed deployment is administratively blocked; 429 misleads
  retry-enabled clients into spinning forever against a paused model
- proxy_server: compute get_fully_blocked_model_names() once before both branches in
  model_list() instead of duplicating the call in each branch
- deepseek: upgrade silent debug log to warning when injecting placeholder
  reasoning_content so callers are clearly notified of degraded multi-turn quality
- tests: update two blocked-deployment assertions to expect ServiceUnavailableError

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix: address bug detection findings (cache token order, mutable defaults)

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix: address bugs in async pass-through, anthropic cache token detection, rerank tests

- async_get_available_deployment_for_pass_through: enforce blocked check on specific deployments
- cost_calculator: detect anthropic-style usage by attribute presence (not truthiness) to avoid mixing OpenAI cached_tokens into anthropic normalization when read=0
- dashscope rerank tests: pass request to httpx.Response constructions for consistency

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix code qa

* fix(vertex_ai/gemini): strip MIME parameters from GCS contentType

GCS object metadata's contentType field can include parameters such as
'text/html; charset=utf-8'. Strip them in _apply_gemini_mime_type_aliases
so downstream get_file_extension_from_mime_type sees a bare MIME type.

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(vertex_ai/gemini): clarify mime-type error message string concatenation

Co-authored-by: Yassin Kortam <yassin@berri.ai>

---------

Co-authored-by: Tai An <antai12232931@outlook.com>
Co-authored-by: Vincent <yimao1231@gmail.com>
Co-authored-by: Kris Xia <xiajiayi0506@gmail.com>
Co-authored-by: d 🔹 <liusway405@gmail.com>
Co-authored-by: Fabrizio Cafolla <developer@fabriziocafolla.com>
Co-authored-by: Filippo Menghi <113345637+Cyberfilo@users.noreply.github.com>
Co-authored-by: Tom Denham <tom@tomdee.co.uk>
Co-authored-by: escon1004 <70471150+escon1004@users.noreply.github.com>
Co-authored-by: Divyansh Singhal <97736786+Divyansh8321@users.noreply.github.com>
Co-authored-by: robin-fiddler <robin@fiddler.ai>
Co-authored-by: Michael-RZ-Berri <michael@berri.ai>
Co-authored-by: Michael Riad Zaky <michaelr@Mac.localdomain>
Co-authored-by: ryan-crabbe-berri <ryan@berri.ai>
Co-authored-by: Krrish Dholakia <krrish+github@berri.ai>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
2026-05-18 16:27:44 -07:00
Ishaan Jaffer
e8461b5b97
style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
user
f521e27371
test(gemini): align API key expectations 2026-04-14 23:28:13 +00:00
Cursor Agent
e242356570
fix(ci): fix ruff lint errors and 9 failing unit tests on main
Lint fixes (check_code_and_doc_quality job):
- Remove unused variable reasoning_effort in gpt_5_transformation.py (F841)
- Remove unused timezone imports in mcp_server rest_endpoints.py and server.py (F401)
- Remove unused ProxyBaseLLMRequestProcessing import in realtime endpoints.py (F401)
- Add BaseRealtimeHTTPConfig to TYPE_CHECKING block in utils.py (F821)
- Add PLR0915 per-file-ignore for mcp_server/rest_endpoints.py in ruff.toml

Test fixes (litellm_mapped_tests_llms job):
- Gemini video cost tests: pass explicit model_info to video_generation_cost()
  instead of relying on gemini/veo-3.0-generate-preview being in model_prices JSON
- Anthropic max_tokens tests: mock get_max_tokens() to return expected values
  instead of depending on claude-3-5-sonnet-20241022 being in model_prices JSON
- Vertex AI pydantic obj test: update from removed gemini-1.5-pro to gemini-2.5-flash,
  update expected request body to use response_json_schema format
- Vertex AI/Bedrock file_content integration tests: update mocks to target
  base_llm_http_handler.retrieve_file_content (the new code path via
  ProviderConfigManager) instead of the old vertex_ai_files_instance/
  bedrock_files_instance paths

Co-authored-by: yuneng-jiang <yuneng-jiang@users.noreply.github.com>
2026-03-12 19:58:43 +00:00
Julio Quinteros Pro
5a0aba9fb7 fix: update vertex AI tests to expect role=user on function_response messages
The Gemini API requires role="user" on function_response content blocks
(added in commit 273cf12afa), but these tests were never updated to match.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-03 19:40:28 -03:00
Sameer Kankute
f312bf23d0 Fix:test_multiple_function_call 2026-01-22 19:34:54 +05:30
Kris Xia
56bf6001e9
Supports setting media_resolution and fps parameters on each video file, when using Gemini video understanding. (#19273)
* feat: add gemini video metadata and detail support

Implement support for video_metadata and enhanced detail parameter
for Gemini 3.0+ models:

- Add video_metadata field to ChatCompletionFileObjectFile type
  - Supports fps, start_offset, and end_offset parameters
  - Properly converts snake_case to camelCase for Gemini API
- Extend detail parameter to support medium and ultra_high levels
  - Maps to MEDIA_RESOLUTION_MEDIUM and MEDIA_RESOLUTION_ULTRA_HIGH
- Update _process_gemini_image to handle video metadata transformation
- Add version gating to only apply features for Gemini 3+ models
- Add comprehensive test coverage (6 new test cases)
  - Test detail parameter with file objects
  - Test video_metadata fields (fps, start_offset, end_offset)
  - Test combined detail + video_metadata usage
  - Test new detail levels (medium, ultra_high)
  - Test version gating (Gemini 1.5 vs 3.0)

Note: video_metadata is only supported for video files but error
handling is delegated to Vertex AI for other media types.

* refactor: rename _process_gemini_image to _process_gemini_media

The function handles multiple media types (images, audio, video, PDF),
not just images. Renamed to better reflect its actual purpose.

- Update function name in transformation.py
- Update all function calls and references
- Update test names and imports to match
- Improve docstring to clarify it handles all media types

* docs: add video metadata and media resolution control documentation

Add comprehensive documentation for Gemini 3+ video processing features:
- Document media resolution control (detail parameter) for images and videos
- Add video_metadata field documentation (fps, start_offset, end_offset)
- Include usage examples with tabs for basic, combined, and proxy scenarios
- Update both Gemini and Vertex AI provider documentation
- Clarify snake_case to camelCase field conversion for Gemini API

Signed-off-by: Kris Xia <xiajiayi0506@gmail.com>

* refactor(gemini): extract metadata application into helper function

Extract duplicated Gemini 3+ media_resolution and video_metadata
application logic from _process_gemini_media into a dedicated
_apply_gemini_3_metadata helper function to improve code maintainability.

---------

Signed-off-by: Kris Xia <xiajiayi0506@gmail.com>
2026-01-20 11:36:55 -08:00
Sameer Kankute
9a85ffceff Fix tests related to mediaResolution 2025-11-26 21:45:50 +05:30
Sameer Kankute
acf206bec6
Add Day 0 gemini-3-pro-preview support (#16719)
* Add thinking signature support for gemini

* Add docs related to thinking signature

* remove double base64 import

* fix mypy errors

* fix litellm/llms/vertex_ai/gemini/vertex_and_google_ai_studio_gemini.py mypy

* Add new gemini 3 model and features

* Add docs related to gemini 3

* Update gemini 3 pricing

* fix llm translation tests

* fix mapped tests
2025-11-18 09:44:45 -08:00
Ishaan Jaff
10d6d72ae3
[Feat] VertexAI - Support googlemap grounding in vertex ai (#15179)
* add VertexToolName

* test_vertex_tool_params

* fix: working maps grounding

* test_gemini_google_maps_tool_simple

* test_vertex_ai_map_google_maps_tool_with_location

* fix  # noqa: PLR0915

* _extract_google_maps_retrieval_config

* fixes for linting

* docs: **Google Maps**
2025-10-03 16:07:51 -07:00
Sameerlite
58955a0348 Ignore type param for gemini tools 2025-09-29 16:32:21 +05:30
Ishaan Jaff
dc5650eeda
Revert "fix: remove anthropic-beta header for Vertex AI requests with prompt caching" (#14421) 2025-09-10 15:47:18 -07:00
swarnabhasinha
f8ddd123d1
fix: add missing patch import in vertex_ai test 2025-09-09 16:16:59 +05:30
Ishaan Jaff
4fff05f1cc
[Feature]: Support Gemini requests with only system prompt (#14010)
* _default_user_message_when_system_message_passed

* test_system_prompt_only_adds_blank_user_message

* test_system_message_with_no_user_message
2025-08-27 12:12:47 -07:00
Ishaan Jaff
91010cda8f
[Bug Fix] Add audio/ogg mapping for Audio MIME types (#11635)
* Add audio/ogg mapping

* test_vertex_ai_gemini_audio_ogg

* test_vertex_ai_gemini_audio_ogg
2025-06-11 14:19:53 -07:00
Krish Dholakia
06484f6e5a
Xai, VertexAI, Google AI Studio - live web search support in OpenAI format (#11251)
* build(model_prices_and_context_window.json): fix 'supports_web_search' flag - openai only supports it on 2 models - gpt-4o-search-preview and gpt-4o-mini-search-preview

* feat(xai/chat): add xai web search options param support

* test: add max tokens to test

xai output very verbose

* build(xai/): add web search support for all xai models

* build(model_prices_and_cost.json): add gemini-2.0 supports web search

* feat(gemini/): map openai 'web_search_options' to google's 'googlesearch' tool

* build(model_prices_and_context_window.json): add supports_web_search for vertex_ai/gemini-2 models

* fix: fix circular reference error

* fix(convert_dict_to_response.py): handle scenario where xai returns finish reason as 'stop' for tool calls

* fix: reduce function size

* fix: import session handling

* Revert "fix: import session handling"

This reverts commit deb257dc10.

* fix: linting pin mypy

* [Feat]: Guardrails - Add streaming for bedrock post guard (#11247)

* feat: add streaming for bedrock post guard

* fix: bedrock guardrails

* fix: add clear comments

* Update litellm/proxy/guardrails/guardrail_hooks/bedrock_guardrails.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update litellm/proxy/guardrails/guardrail_hooks/bedrock_guardrails.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* fix: clean up bedrock guardrails

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* [Fix] Responses API - Session management  (#11254)

* fix: import session handling

* fix: imports for session handler

* tests: tests for session handler

* Update enterprise/litellm_enterprise/enterprise_callbacks/session_handler.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* bump: bump litellm enterprise

* fixes: test_create_user_default_budget

* fix(xai/): filter 'strict' on tool call

* test: update test for new error string

* fix(utils.py): default to None if not set in  model cost map

ensures consistent usage of 'supports_[x]' flags

* fix(fireworks_ai/): support fireworks ai document inlining on pdf's sent via openai 'file' message type

* test: update test

* test: name filter_value_from_dict

* fix(fireworks_ai/): handle cache control flag in messages

* fix(xai/chat): fix check

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
2025-05-31 14:26:16 -07:00
Krish Dholakia
ef42461c1e
Litellm fix GitHub action testing (#11163)
* test: add __init__.py files

* refactor: rename test folder to avoid naming conflict

* test: update workflows

* test: update tests

* test: update imports

* test: update tests

* test: remove unused import

* ci(test-litellm.yml): add pytest retry to github workflow

* test: fix test
2025-05-26 14:41:42 -07:00
Renamed from tests/litellm/llms/vertex_ai/test_vertex.py (Browse further)