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13 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
ryan-crabbe-berri
e9d40a8f73 test: enforce F811 so a duplicate definition cannot silently replace the first
A name bound twice keeps only the second binding. In `tests/` that is nearly
always a repeated import, harmless but misleading, and the same rule is what
catches the cases that are not harmless: a local that shadows an import the
module still calls, and a second `def test_x` that quietly replaces the first.

311 of the 344 sites were repeated imports and came out with ruff's own fix.
The remaining 33 needed a decision. Four modules imported a name they never
used because a local definition below already shadowed it. Two comprehensions
bound `call` over `unittest.mock.call`, which those modules import and use.
One test rebound the two module handles its nested reload closure had captured.
One class attribute shadowed an unused `status` import.

The load-test fixtures move to a conftest, which is how pytest is meant to share
them, so the test module no longer imports three fixture names it never calls.
The nine `prisma_client` parameters keep a narrow `noqa`: pytest resolves that
fixture by name before the body runs, so the parameter never shadows anything.
2026-08-21 12:06:19 -07:00
yuneng-jiang
ce87c411bf
fix(tests): migrate realtime + rerank tests off shut-down upstream models (#28191)
* fix(tests): use gpt-realtime in realtime guardrails test

OpenAI shut down gpt-4o-realtime-preview-2024-12-17 on 2026-05-07, so
the live OpenAI realtime guardrails integration test now fails with
model_not_found (session.created never arrives, _wait_for_event times
out). Point OPENAI_REALTIME_URL at the current GA model, gpt-realtime.

Scope limited to this test: the pricing-catalog JSON keeps the retired
entries intentionally (historical cost calc + separate Azure timeline),
and the Azure realtime cost-calc test is unaffected.

* fix(tests): mock nvidia_nim rerank instead of hitting EOL'd endpoint

NVIDIA reached end-of-life for the hosted nvidia/llama-3.2-nv-rerankqa-1b-v2
rerank API on 2026-05-18 with no published replacement, so the live
BaseLLMRerankTest.test_basic_rerank for nvidia_nim now returns HTTP 410
("Gone"). NVIDIA's hosted catalog rotates on a schedule, so swapping in
another live model would only defer the failure.

Override test_basic_rerank in TestNvidiaNim to mock the sync/async HTTP
transport (same pattern as test_nvidia_nim_rerank_ranking_endpoint in this
file) and inject a fake NVIDIA_NIM_API_KEY via monkeypatch. The
request/response transformation and cost calculation stay covered offline.
Scope limited to nvidia_nim; other BaseLLMRerankTest providers untouched.

* fix(tests): migrate remaining realtime tests off shut-down gpt-4o-realtime-preview

OpenAI's 2026-05-07 shutdown removed the entire gpt-4o-realtime-preview
family, including the undated 'gpt-4o-realtime-preview' alias (not just the
dated snapshot fixed earlier). Three live tests still connected with the
dead alias and failed with messages_received=1 (an error event instead of
session.created):

- test_openai_realtime_simple.py: get_model() -> gpt-realtime (drives
  TestOpenAIRealtime.test_realtime_connection / test_realtime_with_query_params)
- test_openai_realtime.py: test_openai_realtime_direct_call_no_intent and
  test_openai_realtime_direct_call_with_intent -> openai/gpt-realtime
  (the with_intent test shares the same dead alias even though it was not
  in the failing set this run)

Mocked unit tests (test_realtime_query_params_construction,
test_realtime_query_params_use_normalized_model_name) are left as-is: they
never hit the network and assert string plumbing only.

Also fixes test_text_message_blocked_by_guardrail_no_ai_response, which now
connects (the earlier URL swap worked) but tripped a model-wording-brittle
assertion. The guardrail flow asks the model to voice the block message
verbatim; gpt-4o-realtime-preview complied (output contained 'blocked'),
gpt-realtime refuses verbatim-repeat instructions ('I'm sorry, but I can't
repeat that message.'). Since the original user message is blocked before
it reaches OpenAI, the refusal is still a safe outcome. Assertion #3 now
accepts both voicing and refusal, and adds a hard check that the blocked
phrase never leaks into AI output.
2026-05-18 15:41:51 -07:00
Cursor Agent
93300019bd
test(vcr): drop dead 'from respx import MockRouter' imports
These seven test files were on _RESPX_CONFLICTING_FILES, which made the
auto-marker skip them entirely. Inspecting the source shows the only
respx artifact is a top-level 'from respx import MockRouter' that no
test ever uses - no @pytest.mark.respx, no respx_mock fixture, no
respx.mock context manager. The import is dead code left over from a
previous mocking pattern.

Now that apply_vcr_auto_marker_to_items detects respx per-item via the
marker / fixture chain (b637d9f64a), the file-level skip is no longer
needed for these files - they were the reason the OpenAI tests
(test_o3_reasoning_effort, test_streaming_response[o1/o3-mini],
TestOpenAIO1::test_streaming, TestOpenAIChatCompletion::test_web_search,
TestOpenAIO3::test_web_search, etc.) ran live every CI build despite
the cassette cache being healthy.

Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
2026-05-13 00:32:03 +00:00
Ishaan Jaffer
e8461b5b97
style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
Ishaan Jaffer
accebc49a2 TestNvidiaNim 2025-12-13 16:38:11 -08:00
Ishaan Jaff
601da4a3d1
[Feat] New model - add nvidia nim llama-3.2-nv-rerankqa-1b-v2 (#17670)
* fix get_nvidia_nim_rerank_config

* add NvidiaNimRankingConfig

* add get_nvidia_nim_rerank_config

* add test_nvidia_nim_rerank_ranking_endpoint

* add /ranking model provider support

* feat: add nvidia/llama-3.2-nv-rerankqa-1b-v2
2025-12-08 15:25:23 -08:00
Ishaan Jaff
efa782d6d2
[Feat] Add Nvidia NIM Rerank Support (#15152)
* feat: add NvidiaNimRerankConfig

* fix: NvidiaNimRerankConfig

* fix: NvidiaNimRerankConfig

* fix routing to nvidia nim

* docs nvidia nim rerank

* TestNvidiaNim

* nvidia nim rerank fixes

* fix rerank

* transform_rerank_response

* Usage with LiteLLM Proxy

* fixes linting

* NvidiaNimRerankConfig.DEFAULT_NIM_RERANK_API_BASE

* fix Custom API Base URL

* fix rerank base

* fix main.py

* fix transform

* fix linting

* map_cohere_rerank_params

* ruff fix

* linting fixes

* ruff fix
2025-10-02 18:58:52 -07:00
Ishaan Jaff
6de80a29cb
[Feat] Add tools support for Nvidia NIM (#10763)
* feat:: add tools support for nvidia nim

* fix: test_chat_completion_nvidia_nim_with_tools
2025-05-12 14:07:35 -07:00
Krish Dholakia
5d170162d3
fix(nvidia_nim/embed.py): add 'dimensions' support (#8302)
* fix(nvidia_nim/embed.py): add 'dimensions' support

Fixes https://github.com/BerriAI/litellm/issues/8238

* fix(proxy_Server.py): initialize router redis cache if setup on proxy

Fixes https://github.com/BerriAI/litellm/issues/6602

* test: add unit testing for new helper function
2025-02-07 16:19:32 -08:00
Krish Dholakia
859b47f08b
LiteLLM Minor Fixes & Improvements (11/29/2024) (#6965)
* fix(factory.py): ensure tool call converts image url

Fixes https://github.com/BerriAI/litellm/issues/6953

* fix(transformation.py): support mp4 + pdf url's for vertex ai

Fixes https://github.com/BerriAI/litellm/issues/6936

* fix(http_handler.py): mask gemini api key in error logs

Fixes https://github.com/BerriAI/litellm/issues/6963

* docs(prometheus.md): update prometheus FAQs

* feat(auth_checks.py): ensure specific model access > wildcard model access

if wildcard model is in access group, but specific model is not - deny access

* fix(auth_checks.py): handle auth checks for team based model access groups

handles scenario where model access group used for wildcard models

* fix(internal_user_endpoints.py): support adding guardrails on `/user/update`

Fixes https://github.com/BerriAI/litellm/issues/6942

* fix(key_management_endpoints.py): fix prepare_metadata_fields helper

* fix: fix tests

* build(requirements.txt): bump openai dep version

fixes proxies argument

* test: fix tests

* fix(http_handler.py): fix error message masking

* fix(bedrock_guardrails.py): pass in prepped data

* test: fix test

* test: fix nvidia nim test

* fix(http_handler.py): return original response headers

* fix: revert maskedhttpstatuserror

* test: update tests

* test: cleanup test

* fix(key_management_endpoints.py): fix metadata field update logic

* fix(key_management_endpoints.py): maintain initial order of guardrails in key update

* fix(key_management_endpoints.py): handle prepare metadata

* fix: fix linting errors

* fix: fix linting errors

* fix: fix linting errors

* fix: fix key management errors

* fix(key_management_endpoints.py): update metadata

* test: update test

* refactor: add more debug statements

* test: skip flaky test

* test: fix test

* fix: fix test

* fix: fix update metadata logic

* fix: fix test

* ci(config.yml): change db url for e2e ui testing
2024-12-01 05:24:11 -08:00
Ishaan Jaff
d92696a303
(feat) add nvidia nim embeddings (#6032)
* nvidia nim support embedding config

* add nvidia config in init

* nvidia nim embeddings

* docs nvidia nim embeddings

* docs embeddings on nvidia nim

* fix llm translation test
2024-10-03 17:12:14 +05:30
Ishaan Jaff
6b9b469686 testing - nvidia nim api use mock testing 2024-09-23 08:48:13 -07:00