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15 commits
| Author | SHA1 | Message | Date | |
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Mateo Wang
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3f38730d2c
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refactor(typing): clear about 1,100 basedpyright Any errors across 303 files (#49986)
* refactor(typing): clear basedpyright Any errors (wave 1) * refactor(typing): clear basedpyright Any errors (wave 2) * refactor(typing): clear basedpyright Any errors (wave 3) * refactor(typing): clear basedpyright Any errors (wave 4) * refactor(typing): clear basedpyright Any errors (wave 5) * refactor(typing): clear basedpyright Any errors (wave 6) * fix(typing): keep the cached-plan fallback's direct query_first calls so span naming resolves * fix(logging): keep callbacks running when litellm_params is a params model should_run_callback and the sync success and failure handlers read litellm_params through any object with a get method again, as they did before this branch, so a logging hook that returns a GenericLiteLLMParams no longer stops sync logging for that request Adds behavior tests for the changed lines codecov listed as not run * fix: read the regional uplift for every data residency again and reuse one dict TypeAdapter The typed lookup only read the eu and us multipliers, so a deployment that set regional_processing_uplift_multiplier_fedramp stopped applying it. /model/update and the model write paths now share one module-level TypeAdapter instead of building one per call. * fix: bill regional uplift multipliers float() accepts, bytes included * fix: raise the in operator's own error from one shared json_contains, and name the bad uplift type |
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JeongCheolLee
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febbe38326
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fix(anthropic)!: do not surface server_tool_use as client tool_calls (#48385)
* fix(anthropic): do not surface server_tool_use as client tool_calls Anthropic server-executed tools (web search, tool search, code execution) were returned in chat completions tool_calls with srvtoolu_ ids, so OpenAI-protocol agent clients treated them as pending work and re-invoked the model until their recursion limit. Move them to provider_specific_fields.server_tool_calls on both the non-streaming and streaming paths. History replay, the /v1/responses bridge and the /v1/messages streaming guardrail read that field, so multi-turn reconstruction, web_search_call output items and the guardrail's fail-closed check on server tool blocks keep working. * fix(responses): return Claude web_fetch calls as web_search_call open_page items * fix(responses): keep Claude server web calls without a result as hosted items A non-streamed Claude turn that calls web_search or web_fetch next to a client tool can return the server call before its result. Build an in_progress web_search_call for it, so the Responses bridge no longer returns it as a client function_call * fix(anthropic): keep pending server calls native and hide server calls from client tool paths Replaying a server call that has no result yet now sends it back as server_tool_use, so Anthropic accepts the next turn. The tool permission guardrail checks server calls again and rewrite mode removes a denied one. The /v1/messages adapter keeps Claude's server blocks, and the Responses bridge never returns a server call as a client function_call. * fix(anthropic): let guardrails, tool usage, tracing, and Responses replay see Claude's server calls Claude's server tool calls moved out of tool_calls into provider_specific_fields.server_tool_calls, so every reader of tool_calls stopped seeing them. The chat guardrail handler now passes them to output guardrails and writes rewrites back to server_tool_calls (stream and non-stream), tool usage and registry discovery count them, otel, Datadog and the Logs Tools panel list them, and a pending Claude web search or fetch item replayed to /v1/responses goes back to Anthropic as its own server_tool_use instead of running again * fix(anthropic): let guardrails and loggers read Claude's server tool calls again Guardrails, tool policies, tracing loggers and the Responses guardrail translation read only client tool calls after server calls moved to provider_specific_fields. They now read server calls first, then client calls, through one shared helper, and the Responses guardrail treats Claude's web_search_call items as web_search or web_fetch calls. Non-streaming splits server calls by block type, as streaming does. * fix(anthropic): keep Claude server calls visible to guardrails, redaction and tracing A guardrail rewrite of a Claude server call now also updates its hosted web_search_calls copy, streamed or not. Redaction with message logging off hides server call arguments and hosted web call actions on chat and Responses. Pillar and Pangea scan server calls, transform-mode streaming guardrails keep server call chunks, and OTEL v2 Responses spans list Claude's web calls. * fix(anthropic): keep the legacy hook view of streamed /v1/messages web search after the main merge Main's legacy post-call hooks see Claude's server call as tool_use with its search results first. The streamed /v1/messages response now keeps that view while native scans keep server_tool_use. * fix(guardrails): let Cisco AI Defense scan Claude's web calls on Responses Claude's web search and fetch now come back from /v1/responses as web_search_call items, so Cisco AI Defense reads and clears their query or URL the way it did for the old function_call arguments. The helpers that read and rewrite those items move to the shared guardrail utils so the Responses guardrail handler and Cisco use one copy. * test(guardrails): inject Pillar's HTTP client and type the Cisco web call actions * test(guardrails): type the fake Pillar client like its Protocol * fix(anthropic): keep a pending server call and its thinking when the turn also waits on a client tool Only a turn with no client tool_use is a paused turn. A tool_use turn that also started web_fetch or web_search still needs that call and its thinking replayed, or Claude loses the fetch result * fix(guardrails): scan replayed Claude server calls and hosted web calls Request guardrails now see and rewrite server_tool_calls replayed in chat messages. Cato and Purview scan Claude web_search and web_fetch calls on Responses output, and a function tool call with an extra custom key is no longer dropped from Cisco, Purview, Repello and PANW scans. * fix(guardrails): scan replayed Claude server tool calls in Lasso, Lakera and Qualifire request checks * fix(anthropic): apply streamed guardrail tool call rewrites to their own block when a server tool call follows * test: annotate the new server tool call test locals with Final and type their parameters * test: type the new guardrail test helpers with litellm's tool call types instead of Any * test: narrow the remaining new test helper parameters from bare dict and object * fix(anthropic): keep server calls in Responses streams, guardrail masks, OTEL and Logs Streamed /v1/responses now emits Claude's tool search and paused web search calls, text guardrail masks rewrite replayed server calls, OTEL gen_ai messages and the Logs pretty view list server calls next to client calls, and integration tests read server calls from server_tool_calls * fix(guardrails): keep hosted web call copies in sync on request masks and denied server calls, and accept null tool_calls in Lakera * fix(anthropic): serialize masked hosted web call copies through their adapter so a replay before the OpenAI model is built does not 500 --------- Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> |
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tin-berri
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ec4f66bb94
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fix(router): budget classifier input by provider limits (#49306) | ||
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yucheng-berri
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74392efbd4
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fix(otel): label configured pass-through routes litellm.passthrough and read the operation from the upstream (#48675) | ||
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Ishaan
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8f9894fbd6
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fix(ci): unblock dependency security checks (#48055)
* fix(deps): upgrade vulnerable Python dependencies * fix(deps): lock patched Python dependency versions * fix(otel): preserve JSON export with the updated SDK * test(otel): cover JSON export with the updated SDK * test(otel): update SDK log records and worker discovery * fix(ui): align Lens peer dependency with patched Next.js * fix(otel): hand the AgentOps exporter a session it owns for the JWT header OpenTelemetry 1.45 moved the OTLP HTTP exporter's requests.Session behind a transport, so writing the minted JWT to the exporter's private _session raised, was swallowed, and every AgentOps batch went out unauthenticated. The exporter now creates the session, passes it through the public session= argument and sets the Authorization header on it The tests now drive a real export, serving the token endpoint with respx and capturing the OTLP POST with requests_mock, instead of reading SDK internals * fix(otel): skip FastAPI instrumentation once the app has started opentelemetry-instrumentation-fastapi 0.66b1 wraps build_middleware_stack instead of calling add_middleware, so instrumenting an app whose middleware stack is already built no longer raises. The call silently did nothing while we still registered the global response propagator. Check the built stack up front and skip both, which is what the existing test expects * test(otel): assert exported requests and span flags instead of SDK internals OpenTelemetry 1.45 dropped the exporter's private _headers and sets the W3C random-trace-id flag on new traces, so traceresponse ends in -03. The Langtrace and Langfuse tests now export through requests_mock and check the URL and headers the collector receives, and the traceresponse tests expect the server span's own trace flags * fix(deps): bump dashboard zod to 4.6.6 and make the vendored Lens use it zod 4.6.5 is flagged by the dependency scan and blocks osv-scan on every PR. A root bump alone leaves the vendored Lens tarball, which pins zod 4.6.5 exactly, on its own nested copy, so a top-level zod override points every consumer at the root version and the lock carries a single zod 4.6.6 * test(ui): stub the tag summary fetch the client panel retry refreshes Retrying the model breakdown refetches /tag/summary, which this integration test left on the real network. When that request failed before the assertion, the panel switched to its summary error and unmounted the model row, so the test passed or failed by timing * fix(deps): drop the duplicated Lens override from the dashboard package.json * style(ui): format the client panel fetch stub --------- Co-authored-by: Yuneng Jiang <yuneng@berri.ai> |
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Max Azatian
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f43f2d8c15
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fix(otel): put the error message on every failed span status (#44185)
* fix(otel): put the error message on the failed span status The legacy OTel logger (used by otel, langfuse_otel, arize and others) ended a failed call with Status(StatusCode.ERROR) and no description, so backends that read the span status, such as Langfuse's status message, showed an empty error. The text was only in the error.message attribute. Use the same message as that attribute, as the OTel v2 emitter already does. * fix(otel): take the failure status message from _record_exception_on_span Instead of reading the logging payload a second time in _handle_failure, _record_exception_on_span returns the error message it already records as error.message, and _handle_failure puts it on the ERROR status. The other callers ignore the return value, so their spans are unchanged. Its input is now a typed view of what it reads (exception, error_information, error_str) instead of a bare dict. * fix(otel): put the error message on every failed span status Covers the proxy SERVER span, management endpoint spans, service spans, and Arize Phoenix spans, so no ERROR span ships with an empty status description * fix(otel): cut the error status to the span attribute length limit and describe dangling server spans The status description now uses the error text as stored on the span, so OTEL_ATTRIBUTE_VALUE_LENGTH_LIMIT applies to it too. A server span the proxy closes on a 4xx or 5xx outside the request path gets the same description, and an empty error message falls back to the error class * test(otel): type the validation-handler status test * test(otel): cover the Phoenix parent span and error_str length-limit status --------- Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com> |
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devin-ai-integration[bot]
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f85926a652
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feat(router): keep a session on one kubernetes pod (#44393)
Requests with an explicit session id stick to one discovered pod via rendezvous hashing Requests without a session id keep round robin Pod routing records are included in logs, spend logs, and traces Resolves LIT-9168 Co-authored-by: yassin <yassin@berri.ai> Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> |
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devin-ai-integration[bot]
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8226b2be9a
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fix(otel): report cache hits at zero cost with a cache-hit flag in V1 and V2 spans (#43604)
* fix(litellm): report zero cost and cache-hit attrs on cache-served spans
* fix(litellm): stamp cache-hit marker on HiddenParams carriers and restore probe side effects
gauntlet-mini on
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devin-ai-integration[bot]
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1dbde0845e
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test: migrate SDK and proxy-booting legacy CircleCI tests to their tiers (#45758)
* test: move guardrails, image, audio, batches, search legacy tests to unit * test: restore the custom guardrail and remaining chunk 1 unit rows * test: move the ocr matrix to e2e * test: drop comments from moved tests and fix vertex ocr credentials * test: move litellm utils and unified google legacy tests to their tiers * test: move logging callback and pass-through unit legacy tests to their tiers Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test: move store_model_in_db legacy tests and start the admin ui migration Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test: finish the proxy job rows and drop their CircleCI jobs Moves the remaining multi-instance, openai endpoint, otel, pass-through and top-level proxy tests into tests/integration with scripted upstreams, rewrites the weak replacements to assert the outbound wire and exact responses, and removes the build_and_test job group this PR owns from CircleCI * test: tighten the key generation and error log assertions, rename migrated unit files to their mapped names * test: shard the pagerduty unit tests and record the rust harness file on the coverage allowlist * test: drive the SSO sign-in tests through a scripted IdP and isolate the cost center stand-in * test: type the e2e beta header, prompt cache and secret manager values * test: assert the missing model error message on the OpenAI routes * test: drop the deleted otel base class import and restore mcp redaction and exact langfuse usage checks * test: make the langfuse fixture directory a package for the layout check * test: restore collected no-match cases, real langfuse and gcs payload checks, and gate the aws secret lane * test: keep the ocr e2e pdf fixture next to the test * test: put meta below covers on the streaming tool search e2e * test: run the OCR matrix against a scripted upstream and fix two runner-only e2e failures * test: count only OCR calls in the OCR matrix recorder * test: pin OCR parse bodies and billed cost, group new e2e cases into classes * ci: restore the python image anchor dropped in the main sync --------- Co-authored-by: yuneng <yuneng@berri.ai> Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> |
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devin-ai-integration[bot]
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fa2c8984ba
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test: move the unit half of 126 mixed legacy files into tests/unit (#45090)
* test: move the unit half of 126 mixed legacy files into tests/unit * test: restore litellm globals that moved tests set * test: finalize migration test cleanup * test: restore original bodies of moved legacy tests The move into tests/unit had rewritten 612 test bodies, and some of the rewrites dropped assertions. Each moved test now carries its original body from the legacy file, with only the imports, helpers, fake provider credentials and monkeypatched env it needs to run under tests/unit test_timeout_streaming goes back to tests/local_testing because it needs the fake OpenAI endpoint server. The image payload fixture moves with its only user, and two tests that leaked global state (a registered model cost entry and queued logging tasks) are now isolated * test: drop module imports shadowed by restored local imports * test: assert on LiteLLM output in no-assertion moved tests and isolate leaks Twenty no-assertion candidates get one assertion on the value LiteLLM returns, with the original lines unchanged. Four tests go back to their legacy files because they only check types or imports, write into the working directory, or cannot assert without a body change Two moved tests leaked globals into later tests in the same worker, so monkeypatch fixtures now restore the retry-after header parser and the end user cost tracking flags * test: drain queued logging tasks before the Phoenix span test The moved Phoenix test counted spans from logging tasks that earlier tests had queued, so the drain fixture moves to tests/unit/conftest.py and both it and the Datadog batch test use it. test_factory_function goes back to its legacy file because its returned wrapper calls the real Assistants API and cannot be asserted on without a body change --------- Co-authored-by: yuneng <yuneng@berri.ai> |
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devin-ai-integration[bot]
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dfe4df8c8a
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test: move whole-unit legacy test files into tests/unit and delete dead skips (#44807)
* test: delete unconditionally skipped legacy tests * test: move whole-unit legacy test files into tests/unit * test: keep moved legacy tests free of import-time global state * test: keep the module-level invocation scan pointed at tests/local_testing * ci: drop the agent_testing CircleCI job emptied by the move * test: fix moved-test isolation and router coverage * test: add Tinyfish search package marker * test: isolate moved tests from logger state leaks * test: isolate Helicone logging fixture state * test: isolate Vertex pass-through credentials between moved tests * test: cancel S3 periodic flush tasks started by moved tests * ci: restore CircleCI assistant test selection after move * test: prevent Datadog datetime import shadowing * ci: drop the litellm_assistants_api_testing CircleCI job emptied by the move * test: deduplicate imports in rebased unit tests * test: remove duplicate passthrough router patch import * test: remove moved legacy source files after rebase * test: align moved tests with rebased main * test: carry main's legacy-file edits into moved destinations * test: make the moved cost map fallback tests assert the fetch and the backup The four fallback cases only checked the result was non-empty, so they still passed with integrity validation disabled. They now inject a mock client, assert one fetch happened, and assert the result is exactly the local backup with the fallback reason recorded. --------- Co-authored-by: yuneng <yuneng@berri.ai> |
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tin-berri
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a193c67347
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feat(otel): trace auto-router configuration and classifier failures (#44926) | ||
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Mateo Wang
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d80f8c28ca
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refactor(types): replace Any with proven types in 137 files (#44478)
* refactor(types): prove runtime types at harness, search, rag and client boundaries Replace Any with adapter-validated types in the litellm.agent() harness, the search provider transformations, RAG ingestion and query, the vector store pre-call hook and registry, the galileo and opik logging integrations and the proxy client CLI. Each boundary gets unit tests for well-formed and malformed payloads. * chore(typing): prove types at more provider boundaries and restore search transformations Second pass over a2a, embedding, rerank, image, audio and small provider modules. Search transformations go back to their previous form because validating their response bodies would change the proxy status for malformed upstream bodies from 400 to 500. * refactor(types): prove types at logging, files, rerank, image, audio and management boundaries Replace Any with validated or annotation-only types in 37 more files: logging integrations, token counters, provider files/rerank/image generation/audio transcription transformations, pass-through logging handlers and management endpoints. No proxy HTTP status or error type changes. * refactor(types): prove types at repository, spend, files and router boundaries Replace Any with repository table accessors, validated mappings and annotation-only types in 33 more files: Prisma repositories, the enterprise batch and responses cost checkers, budget reservation, files endpoints, management endpoints, the policy registry, the adaptive and complexity routers and the secret managers. No proxy HTTP status or error type changes. * test(types): run the aiohttp transformation test in-process and cover repository row conversion The aiohttp chat transformation test no longer starts a server. It feeds the transformation a response whose json() returns the body under test. The proxy unit shards now exercise stored model rows whose params are JSON strings and the object permission create and update paths. |
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devin-ai-integration[bot]
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849f3037b4
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fix(langtrace): deliver spans to app.langtrace.ai/api/trace with x-api-key (#43322)
* test(langtrace): integration test for the built-in callback wire (path, x-api-key) Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(langtrace): deliver spans to app.langtrace.ai/api/trace with x-api-key The built-in langtrace callback posted to the dead host langtrace.ai, sent the key as api_key instead of x-api-key, and let the OTLP endpoint normalizer append /v1/traces to the complete /api/trace path, so every export returned 404. Default the host to https://app.langtrace.ai, honor LANGTRACE_API_HOST for self-hosted servers, pass the key as an exporter header instead of a process-wide env var, and keep the /api/trace path unchanged for traces on the langtrace callback only Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * fix(langtrace): keep LANGTRACE_API_HOST that already ends in /api/trace Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(langtrace): deterministic audit inventory for the built-in callback (surfaces, failures, endpoints, chaos) Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(langtrace): build the repeated-request body once Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(langtrace): outage cell asserts at-most-once delivery, not span loss The OTLP HTTP exporter reposts once on ConnectionError and the batch processor may still be flushing the previous burst when the sink closes, so whether the outage burst is lost or delivered after revival depends on timing. The invariant is no duplicate and recovery on the same port Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(langtrace): delivered spans must carry the prompt in the gen_ai.content.prompt event The upstream echoes the marker into the completion, so a whole-span match alone would still pass if the prompt event disappeared Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * test(langtrace): disable model info refresh so the scripted upstream only sees completion requests Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> --------- Co-authored-by: yucheng <yucheng@berri.ai> Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> |
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yuneng-jiang
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cf491d1df9
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test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194)
* ci: run the unit_selection.sh shard files on every event instead of only fork pull requests Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> * ci: rename fork-flag to unit-flag now that it applies on every event * test: move tests/test_litellm root and small trees into tests/unit Pure renames, no content changes. Follow-up commits in this PR fix references, merge the three files that already existed in tests/unit, keep live-provider tests in tests/test_litellm and wire CI. * test: carry tests/test_litellm conftest isolation into tests/unit Callback lists, routing fallbacks, cached HTTP clients, logger state, AWS, proxy-URL and keychain env, and session-end client cleanup now reset for unit tests too. The environment isolation owns its MonkeyPatch so a test's own monkeypatch is undone before the model-cost teardown runs. * test: merge, split and prune the moved root and small-tree tests Merge batches/test_batch_utils.py and the chat_completions and messages dispatch tests into the files that already existed in tests/unit. Keep the live Gemini interactions tests, the async image-fetch format test and the OpenAI embedding scorer test in tests/test_litellm since they need real network or keys. Put test_router.py under tests/unit/test_router so the existing package no longer shadows it. Delete eight tests the audit found superseded by stronger ones kept in this move. * ci: run the moved root and small-tree tests under their legacy flags Add the misc and responses-caching-types flags to unit_selection.sh and CircleCI, extend enterprise-routing and mcp-integration, and point the legacy GHA shards, Makefile, redis-compat workflow, merge smoke manifest and change classifier at the new paths. * test: make the new tests/unit directories packages tests/unit/test_package_layout.py requires every directory to carry an __init__.py, and without one the moved and retained test_litellm_responses_bridge.py modules collide on import. * test: scope the unit socket block to tests/unit in shared sessions The GHA shards collect the legacy test-path and the unit selection in one pytest session. The unit conftest's loopback-only block leaked into legacy modules that reach the network at import. The legacy conftest now lifts the restriction at collect and setup time, and the unit conftest re-applies it when collecting its own modules. * test: move tests/test_litellm/llms into tests/unit/llms Rename-only. Moves the provider tests and the fine-tuning fixtures they load, mirroring the old paths. Follow-up commits merge, split and wire them. * test: merge, split and prune the moved llms tests Merges the Databricks chat transformation tests into the existing unit file, keeps the tests that need real keys or the network in tests/test_litellm, deletes the audited tests a stronger unit test already covers, and points imports at tests.unit.llms. * ci: run the moved llms tests under their legacy flags The Vertex AI and All Other Providers shards keep their legacy test-path for the retained files and add the llm-vertex-ai and llm-other-providers unit selections. CircleCI gets matching unit jobs. * test: make the tests/unit/llms directories packages Adds __init__.py to the moved dirs and drops the legacy ones whose directories no longer hold tests. * test: drop script runners and path hacks the llms split left dangling The __main__ runners in the split openai_like files and the Databricks e2e runner called tests that now live in the other half of the split or were deleted. The retained legacy halves also no longer need sys.path edits. * test: give the shard-script tests their own GITHUB_OUTPUT They only passed where the runner set it. The CircleCI unit job's env allowlist drops it, so the script's redirect failed there. * test: point the router and module-deletion checks at tests/unit router_code_coverage and code_qa_check_tests only searched tests/test_litellm, so the moved router tests no longer counted. The two silent-experiment tests the audit deleted were the only direct callers of those methods; they are replaced with tests that assert the forwarded shadow request and the recursion guard. * test: move tests/test_litellm integrations and secret_managers into tests/unit Rename-only. Mirrors the old paths, including the directory conftests and the prompt and JSON fixtures. Follow-up commits prune and wire them. * test: prune and repoint the moved integrations tests Deletes the 7 audited tests a stronger test in the same tree already covers, imports the TLS sink helpers from their new conftest path, and restores os.environ after each integrations test. Some presets write OTEL_EXPORTER_OTLP_HEADERS straight into os.environ, and without the legacy tree's test ordering that header leaked into the AgentOps tests. * ci: run the moved integrations tests under their legacy flag The integrations GHA shard and a new CircleCI job run the integrations unit selection. secret_managers joins the misc selection. * docs: point integrations and secret_managers references at tests/unit * test: make the moved integrations directories packages * test: keep the Databricks manual e2e runner and fix the SageMaker Nova run path The Databricks e2e file is a manual script whose main() calls the tests that were pruned, so pruning them broke the documented run. It is back to its main version. The SageMaker Nova docstring now points at the file's real location in tests/local_testing. * test: keep the job's UNIT_FLAG out of the shard-script tests --------- Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com> |
Renamed from tests/test_litellm/integrations/test_opentelemetry.py (Browse further)