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litellm/tests
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Alexsander Hamir 892d7e8d70
[Fix] CI/CD - Fix Bedrock tool calling test failures with non-serializable objects and internal parameters (#17930) 
* fix(bedrock): filter non-serializable objects from request params

- Enhanced filter_exceptions_from_params() to filter callable objects (functions) and Logging objects
- Applied filtering in Bedrock's _prepare_request_params() before deepcopy
- Applied filtering to additional_request_params before JSON serialization
- Prevents TypeError during deepcopy (APIConnectionError objects) and JSON serialization (functions, Logging objects)
- Fixes test_bedrock_tool_calling test failures

Root cause: MCP-related functions (handle_chat_completion_with_mcp, completion_callable) and litellm_logging_obj were incorrectly added to optional_params via add_provider_specific_params_to_optional_params(), which then ended up in additional_request_params. These objects should be in litellm_params, not optional_params.

* fix(bedrock): filter internal MCP parameters from API requests

Filter out LiteLLM internal/MCP-related parameters (skip_mcp_handler,
mcp_handler_context, _skip_mcp_handler) from additional_request_params
before sending to Bedrock API to prevent 'extraneous key' errors.

- Added filter_internal_params() helper function in core_helpers.py
- Applied filtering in Bedrock's _prepare_request_params() method
- Fixes test_bedrock_completion.py::test_bedrock_tool_calling

* fix: mypy type error

* fix: add filter_exceptions_from_params to recursive function ignore list

- Add filter_exceptions_from_params to IGNORE_FUNCTIONS in recursive_detector.py
- Function is safe: has max_depth parameter (default 20) to prevent infinite recursion
2025-12-13 12:38:07 -08:00
..
agent_tests [Feat] Agent Gateway - allow adding langgraph, bedrock agent core agents (#17802) 2025-12-10 19:13:50 -08:00
audio_tests [Feat] New model/provider - Adds support for Google Cloud Chirp3 HD on /speech (#17391) 2025-12-02 15:36:23 -08:00
basic_proxy_startup_tests Fix: remove merge markdown (#17586) 2025-12-06 05:38:16 -08:00
batches_tests Fix: apply_guardrail method and improve test isolation (#17555) 2025-12-05 12:59:35 -08:00
code_coverage_tests [Fix] CI/CD - Fix Bedrock tool calling test failures with non-serializable objects and internal parameters (#17930) 2025-12-13 12:38:07 -08:00
documentation_tests Litellm docs readme fixes (#16107) 2025-10-30 17:05:32 -07:00
enterprise fix(prometheus): add 'exception_status' to prometheus logger (#17847) 2025-12-12 03:57:46 -08:00
guardrails_tests Fix Presidio guardrail test TypeError and license base64 decoding error (#17538) 2025-12-05 08:45:02 -08:00
image_gen_tests fix 2025-11-26 17:11:33 -08:00
litellm/llms feat(deepseek): add native support for thinking and reasoning_effort params (#17712) 2025-12-11 15:28:43 -08:00
litellm-proxy-extras Fix: Distinguish permission errors from idempotent errors in Prisma migrations (#17064) 2025-11-24 20:41:44 -08:00
litellm_utils_tests Fix flanky tests (#17665) 2025-12-08 12:21:26 -08:00
llm_responses_api_testing test_process_chunk_with_response_completed_event 2025-11-26 11:52:05 -08:00
llm_translation [Feat] A2A Gateway - allow adding Azure Foundry Agents on UI (#17909) 2025-12-12 16:38:04 -08:00
load_tests test: test_embedding_performance 2025-05-14 21:31:07 -07:00
local_testing test_thought_true_with_empty_text_creates_block 2025-12-06 16:00:05 -08:00
logging_callback_tests feat(langfuse): Add support for custom masking function (#17826) 2025-12-11 15:36:54 -08:00
mcp_tests feat: add support for using MCPs on /chat/completions 2025-12-10 10:55:33 +09:00
multi_instance_e2e_tests fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
ocr_tests [Feat] Add Azure AI Doc Intelligence OCR (#16219) 2025-11-03 17:22:19 -08:00
old_proxy_tests/tests claude-sonnet-4-5-20250929 fix 2025-10-31 18:20:52 -07:00
openai_endpoints_tests test_e2e_batches_files 2025-11-27 09:14:43 -08:00
otel_tests Model Armor - Logging guardrail response on llm responses (#16977) 2025-11-22 15:44:28 -08:00
pass_through_tests fix: use vllm passthrough config for hosted vllm provider instead of raising error (#16537) 2025-11-12 09:12:14 -08:00
pass_through_unit_tests Add cost tracking for streaming in vertex ai 2025-11-20 15:08:38 +05:30
proxy_admin_ui_tests Fixing e2e 2025-12-05 12:40:58 -08:00
proxy_security_tests test fix 2025-10-04 10:57:02 -07:00
proxy_unit_tests fix: Add headers to Request scope in JWT tests to fix KeyError (#17927) 2025-12-13 10:36:13 -08:00
router_unit_tests fix(router): add minimum request threshold for error rate cooldown (#17464) 2025-12-12 04:36:10 -08:00
scim_tests [Feat SSO] Add LiteLLM SCIM Integration for Team and User management (#10072) 2025-04-16 19:21:47 -07:00
search_tests [Bug Fix]: Search APIs - error in firecrawl-search "Invalid request body" (#16943) 2025-11-21 14:56:19 -08:00
spend_tracking_tests fix ocr test 2025-10-31 20:32:03 -07:00
store_model_in_db_tests test_edit_mcp_server_redacts_credentials 2025-11-26 11:54:11 -08:00
test_litellm [Fix] CI/CD - Fix failing proxy and core integration tests (#17926) 2025-12-13 10:11:01 -08:00
unified_google_tests fix: gooogle GenAI route tests 2025-10-04 10:18:25 -07:00
vector_store_tests Add vector store support for ragflow 2025-12-03 15:29:47 +05:30
windows_tests [Bug Fix] UnicodeDecodeError: 'charmap' on Windows during litellm import (#10542) 2025-05-03 21:31:05 -07:00
__init__.py [Feat] Add github co-pilot as a new LLM API provider (#12325) 2025-07-04 13:12:16 -07:00
gettysburg.wav feat(main.py): support openai transcription endpoints 2024-03-08 10:25:19 -08:00
large_text.py fix(router.py): check for context window error when handling 400 status code errors 2024-03-26 08:08:15 -07:00
openai_batch_completions.jsonl feat(router.py): Support Loadbalancing batch azure api endpoints (#5469) 2024-09-02 21:32:55 -07:00
README.MD [Feat] MCP Gateway Fine-grained Tools Addition (#15153) 2025-10-03 10:16:29 -07:00
test_budget_management.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_callbacks_on_proxy.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_config.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_debug_warning.py fix(utils.py): fix togetherai streaming cost calculation 2024-08-01 15:03:08 -07:00
test_end_users.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_entrypoint.py (fix) clean up root repo - move entrypoint.sh and build_admin_ui to /docker (#6110) 2024-10-08 11:34:43 +05:30
test_fallbacks.py Ollama Chat - parse tool calls on streaming (#11171) 2025-05-27 16:14:49 -07:00
test_gpt5_azure_temperature_support.py Fix: Azure GPT-5 incorrectly routed to O-series config (temperature parameter unsupported) (#16246) 2025-11-07 10:24:27 -08:00
test_health.py (test) /health/readiness 2024-01-29 15:27:25 -08:00
test_keys.py test: temporarily skip test due to change testing model change - need to update test for new model 2025-05-09 09:02:08 -07:00
test_litellm_proxy_responses_config.py Add native Responses API support for litellm_proxy provider (#15347) 2025-10-08 18:31:26 -07:00
test_logging.conf feat(proxy_cli.py): add new 'log_config' cli param (#6352) 2024-10-21 21:25:58 -07:00
test_models.py test_add_model_run_health 2025-09-27 10:59:25 -07:00
test_openai_endpoints.py test fix claude-sonnet-4-5-20250929 2025-10-28 19:05:13 -07:00
test_organizations.py UI - fix adding vertex models with reusable credentials + fix pagination on keys table + fix showing org budgets on table (#10528) 2025-05-03 08:16:53 -07:00
test_passthrough_endpoints.py fix: update authorization header to use 'Bearer' instead of 'bearer' 2025-09-21 10:44:47 +00:00
test_ratelimit.py test_async_rate_limit 2025-11-15 10:34:24 -08:00
test_resource_cleanup.py Fix: Properly close aiohttp client sessions to prevent resource leaks (#12251) 2025-07-09 09:25:17 -07:00
test_spend_logs.py Revert "Allow configuration to on what threshold to try truncating request content in db" 2025-08-28 16:12:42 -06:00
test_team.py build: publish new litellm-proxy-extras file 2025-05-27 17:44:23 -07:00
test_team_logging.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_team_members.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_users.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00

README.MD

In total litellm runs 1000+ tests

[02/20/2025] Update:

To make it easier to contribute and map what behavior is tested,

we've started mapping the litellm directory in tests/test_litellm

This folder can only run mock tests.