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29 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
devin-ai-integration[bot]
e59add11cd
fix(anthropic): self-heal on missing thinking-signature errors from Bedrock/Vertex (#33719)
* fix(anthropic): self-heal on missing thinking-signature errors from Bedrock/Vertex

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(anthropic): narrow thinking signature error marker

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(router): stabilize prompt caching fixture size

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* chore: re-trigger CI

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Krrish Dholakia <krrishdholakia@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-07-17 18:18:38 +00:00
Ishaan Jaffer
e8461b5b97
style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
David Chen
d1df4e838b
Litellm fix update bedrock models (#24947)
* update bedrock models in tests

* updated more tests and model_prices_and_context_window

* fix model id and pricing

* replace more sonnet models

* update tests

* git push

* update pricing

* flaky total cost

* monkey patch

* relax the cost change

* fix and revert some changes

* revert the pricing

* chore: move cost/pricing changes to bedrock-cost-fixes branch

* chore: split Bedrock file-api beta stripping to separate branch

Removes strip_unsupported_file_api_betas_for_bedrock_invoke from this branch;
see litellm_bedrock_invoke_strip_file_api_betas for that fix.

Made-with: Cursor
2026-04-01 19:22:54 -07:00
yuneng-jiang
6abdf5adde [Fix] Responses bridge variable mismatch and outdated CI tests
Fix genuine regression in responses_api_bridge_check where the second
call assigned to `model_info` instead of `responses_api_model_info`,
preventing gpt-5.4 + tools + reasoning_effort from routing to the
Responses API bridge.

Also update outdated tests:
- Vantage tests: match "csv" file key and use supported column names
- Anthropic caching test: add "type": "custom" to expected tool payload
- Claude Agent SDK test: remove non-deterministic LLM content assertion

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-14 12:12:35 -07:00
yuneng-jiang
65dc7556a8 [Fix] Fix web search model info regression, deprecated prompt caching model, undocumented env keys
- Revert test_anthropic_web_search_in_model_info to use claude-3-5-haiku-latest
  (model info test doesn't make API calls, so the -latest alias is fine here)
- Replace claude-3-7-sonnet-20250219 with claude-sonnet-4-5-20250929 in
  test_anthropic_prompt_caching.py (10 instances)
- Include pending doc updates for COMPETITOR_LLM_TEMPERATURE and
  MAX_COMPETITOR_NAMES env vars in config_settings.md

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-02-20 17:26:58 -08:00
Sameer Kankute
ca94990307 remove prompt caching headers as the support has been removed 2026-01-02 11:08:35 +05:30
Alexsander Hamir
f353bb6dba
[Fix] CI/CD - litellm_mapped_tests_llms | litellm_mapped_tests_core | caching_unit_tests (#18197) 2025-12-18 08:49:23 -08:00
Ishaan Jaffer
a188e5f8e4 test_litellm_anthropic_prompt_caching_system 2025-11-01 10:51:15 -07:00
Ishaan Jaffer
2608d37e8e test prompt caching ant 2025-11-01 10:36:22 -07:00
Ishaan Jaffer
b41ad66e38 ant test prompt caching 2025-11-01 10:09:01 -07:00
Ishaan Jaffer
bf934c0799 test_anthropic_api_prompt_caching_basic_with_cache_creation 2025-11-01 09:21:42 -07:00
Ishaan Jaffer
2f1e947c44 test_anthropic_api_prompt_caching_basic 2025-10-31 19:32:46 -07:00
Ishaan Jaffer
94c2c28f3d claude-sonnet-4-5-20250929 fix 2025-10-31 18:20:52 -07:00
Krrish Dholakia
e32ce6b053 feat(anthropic/chat/transformation.py): separate 5m vs. 1h cache creation token details for anthropic cost tracking 2025-09-17 15:51:07 -07:00
Krish Dholakia
895c41efa3
Merge pull request #14619 from BerriAI/litellm_dev_09_16_2025_p1
UI - allow team member to view service account keys they create + Anthropic - include cache creation tokens in prompt token total (separate out during cost tracking)
2025-09-17 15:43:04 -07:00
Krrish Dholakia
1c855385c9 build(model_cost): add cache_creation_input_token_cost_above_1hr pricing 2025-09-16 18:43:57 -07:00
Krrish Dholakia
0341e7fc09 fix: fix test 2025-09-16 18:34:24 -07:00
Krrish Dholakia
e488312873 fix(utils.py): log cache_creation_tokens in prompt token details
Closes LIT-907
2025-09-16 18:24:10 -07:00
Krish Dholakia
97b8de17ab
LiteLLM Minor Fixes & Improvements (01/16/2025) - p2 (#7828)
* fix(vertex_ai/gemini/transformation.py): handle 'http://' image urls

* test: add base test for `http:` url's

* fix(factory.py/get_image_details): follow redirects

allows http calls to work

* fix(codestral/): fix stream chunk parsing on last chunk of stream

* Azure ad token provider (#6917)

* Update azure.py

Added optional parameter azure ad token provider

* Added parameter to main.py

* Found token provider arg location

* Fixed embeddings

* Fixed ad token provider

---------

Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com>

* fix: fix linting errors

* fix(main.py): leave out o1 route for azure ad token provider, for now

get v0 out for sync azure gpt route to begin with

* test: skip http:// test for fireworks ai

model does not support it

* refactor: cleanup dead code

* fix: revert http:// url passthrough for gemini

google ai studio raises errors

* test: fix test

---------

Co-authored-by: bahtman <anton@baht.dk>
2025-02-02 23:17:50 -08:00
Krish Dholakia
8353caa485
build(pyproject.toml): bump uvicorn depedency requirement (#7773)
* build(pyproject.toml): bump uvicorn depedency requirement

Fixes https://github.com/BerriAI/litellm/issues/7768

* fix(anthropic/chat/transformation.py): fix is_vertex_request check to actually use optional param passed in

Fixes https://github.com/BerriAI/litellm/issues/6898#issuecomment-2590860695

* fix(o1_transformation.py): fix azure o1 'is_o1_model' check to just check for o1 in model string

https://github.com/BerriAI/litellm/issues/7743

* test: load vertex creds
2025-01-14 21:47:11 -08:00
Krish Dholakia
2f08341a08
Litellm dev readd prompt caching (#7299)
* fix(router.py): re-add saving model id on prompt caching valid successful deployment

* fix(router.py): introduce optional pre_call_checks

isolate prompt caching logic in a separate file

* fix(prompt_caching_deployment_check.py): fix import

* fix(router.py): new 'async_filter_deployments' event hook

allows custom logger to filter deployments returned to routing strategy

* feat(prompt_caching_deployment_check.py): initial working commit of prompt caching based routing

* fix(cooldown_callbacks.py): fix linting error

* fix(budget_limiter.py): move budget logger to async_filter_deployment hook

* test: add unit test

* test(test_router_helper_utils.py): add unit testing

* fix(budget_limiter.py): fix linting errors

* docs(config_settings.md): add 'optional_pre_call_checks' to router_settings param docs
2024-12-18 15:13:49 -08:00
Ishaan Jaff
7ff9a905d2
(fix) latency fix - revert prompt caching check on litellm router (#7211)
* attempt to fix latency issue

* fix latency issues for router prompt caching
2024-12-12 20:50:16 -08:00
Ishaan Jaff
b5d55688e5
(Refactor) Code Quality improvement - remove /prompt_templates/ , base_aws_llm.py from /llms folder (#7164)
* fix move base_aws_llm

* fix import

* update enforce llms folder style

* move prompt_templates

* update prompt_templates location

* fix imports

* fix imports

* fix imports

* fix imports

* fix checks
2024-12-11 00:02:46 -08:00
Krish Dholakia
0c0498dd60
Litellm dev 12 07 2024 (#7086)
* fix(main.py): support passing max retries to azure/openai embedding integrations

Fixes https://github.com/BerriAI/litellm/issues/7003

* feat(team_endpoints.py): allow updating team model aliases

Closes https://github.com/BerriAI/litellm/issues/6956

* feat(router.py): allow specifying model id as fallback - skips any cooldown check

Allows a default model to be checked if all models in cooldown

s/o @micahjsmith

* docs(reliability.md): add fallback to specific model to docs

* fix(utils.py): new 'is_prompt_caching_valid_prompt' helper util

Allows user to identify if messages/tools have prompt caching

Related issue: https://github.com/BerriAI/litellm/issues/6784

* feat(router.py): store model id for prompt caching valid prompt

Allows routing to that model id on subsequent requests

* fix(router.py): only cache if prompt is valid prompt caching prompt

prevents storing unnecessary items in cache

* feat(router.py): support routing prompt caching enabled models to previous deployments

Closes https://github.com/BerriAI/litellm/issues/6784

* test: fix linting errors

* feat(databricks/): convert basemodel to dict and exclude none values

allow passing pydantic message to databricks

* fix(utils.py): ensure all chat completion messages are dict

* (feat) Track `custom_llm_provider` in LiteLLMSpendLogs (#7081)

* add custom_llm_provider to SpendLogsPayload

* add custom_llm_provider to SpendLogs

* add custom llm provider to SpendLogs payload

* test_spend_logs_payload

* Add MLflow to the side bar (#7031)

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>

* (bug fix) SpendLogs update DB catch all possible DB errors for retrying  (#7082)

* catch DB_CONNECTION_ERROR_TYPES

* fix DB retry mechanism for SpendLog updates

* use DB_CONNECTION_ERROR_TYPES in auth checks

* fix exp back off for writing SpendLogs

* use _raise_failed_update_spend_exception to ensure errors print as NON blocking

* test_update_spend_logs_multiple_batches_with_failure

* (Feat) Add StructuredOutputs support for Fireworks.AI (#7085)

* fix model cost map fireworks ai "supports_response_schema": true,

* fix supports_response_schema

* fix map openai params fireworks ai

* test_map_response_format

* test_map_response_format

* added deepinfra/Meta-Llama-3.1-405B-Instruct (#7084)

* bump: version 1.53.9 → 1.54.0

* fix deepinfra

* litellm db fixes LiteLLM_UserTable (#7089)

* ci/cd queue new release

* fix llama-3.3-70b-versatile

* refactor - use consistent file naming convention `AI21/` -> `ai21`  (#7090)

* fix refactor - use consistent file naming convention

* ci/cd run again

* fix naming structure

* fix use consistent naming (#7092)

---------

Signed-off-by: B-Step62 <yuki.watanabe@databricks.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Yuki Watanabe <31463517+B-Step62@users.noreply.github.com>
Co-authored-by: ali sayyah <ali.sayyah2@gmail.com>
2024-12-08 00:30:33 -08:00
Ishaan Jaff
045ecf3ffb
(feat proxy slack alerting) - allow opting in to getting key / internal user alerts (#5990)
* define all slack alert types

* use correct type hints for alert type

* use correct defaults on slack alerting

* add readme for slack alerting

* fix linting error

* update readme

* docs all alert types

* update slack alerting docs

* fix slack alerting docs

* handle new testing dir structure

* fix config for testing

* fix testing folder related imports

* fix /tests import errors

* fix import stream_chunk_testdata

* docs alert types

* fix test test_langfuse_trace_id

* fix type checks for slack alerting

* fix outage alerting test slack
2024-10-01 10:49:22 -07:00
Krrish Dholakia
5ad01e59f6 refactor: fix imports 2024-09-28 21:08:14 -07:00
Krrish Dholakia
3560f0ef2c refactor: move all testing to top-level of repo
Closes https://github.com/BerriAI/litellm/issues/486
2024-09-28 21:08:14 -07:00
Renamed from litellm/tests/test_anthropic_prompt_caching.py (Browse further)