litellm/tests/logging_callback_tests
Ishaan Jaff 3852fc96c1
[Oct Staging Branch] (#15460)
* Implement fix for thinking_blocks and converse API calls

This fixes Claude's models via the Converse API, which should also fix
Claude Code.

* Add thinking literal

* Fix mypy issues

* Type fix for redacted thinking

* Add voyage model integration in sagemaker

* Add config file logic

* Use already exiting voyage transformation

* refactor code as per comments

* fix merge error

* refactor code as per comments

* refactor code as per comments

* UI new build

* [Fix] router - regression when adding/removing models  (#15451)

* fix(router): update model_name_to_deployment_indices on deployment removal

When a deployment is deleted, the model_name_to_deployment_indices map
was not being updated, causing stale index references. This could lead
to incorrect routing behavior when deployments with the same model_name
were dynamically removed.

Changes:
- Update _update_deployment_indices_after_removal to maintain
  model_name_to_deployment_indices mapping
- Remove deleted indices and decrement indices greater than removed index
- Clean up empty entries when no deployments remain for a model name
- Update test to verify proper index shifting and cleanup behavior

* fix(router): remove redundant index building during initialization

Remove duplicate index building operations that were causing unnecessary
work during router initialization:

1. Removed redundant `_build_model_id_to_deployment_index_map` call in
   __init__ - `set_model_list` already builds all indices from scratch

2. Removed redundant `_build_model_name_index` call at end of
   `set_model_list` - the index is already built incrementally via
   `_create_deployment` -> `_add_model_to_list_and_index_map`

Both indices (model_id_to_deployment_index_map and
model_name_to_deployment_indices) are properly maintained as lookup
indexes through existing helper methods. This change eliminates O(N)
duplicate work during initialization without any behavioral changes.

The indices continue to be correctly synchronized with model_list on
all operations (add/remove/upsert).

* fix(prometheus): Fix Prometheus metric collection in a multi-workers environment (#14929)

Co-authored-by: sotazhang <sotazhang@tencent.com>

* Add tiered pricing and cost calculation for xai

* Use generic cost calculator

* Resolve conflicts in generated HTML files

* Remove penalty params as supported params for gemini preview model (#15503)

* fix conversion of thinking block

* add application level encryption in SQS (#15512)

* docs: fix doc

* docs(index.md): bump rc

* [Fix] GEMINI - CLI -  add google_routes to llm_api_routes (#15500)

* fix: add google_routes to llm_api_routes

* test: test_virtual_key_llm_api_routes_allows_google_routes

* build: bump version

* bump: version 1.78.0 → 1.78.1

* add application level encryption in SQS

* add application level encryption in SQS

---------

Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com>
Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: deepanshu <deepanshu.lulla@hq.bill.com>

* [Feat] Bedrock Knowledgebase - return search_response when using /chat/completions API with LiteLLM (#15509)

* docs: fix doc

* docs(index.md): bump rc

* [Fix] GEMINI - CLI -  add google_routes to llm_api_routes (#15500)

* fix: add google_routes to llm_api_routes

* test: test_virtual_key_llm_api_routes_allows_google_routes

* add AnthropicCitation

* fix async_post_call_success_deployment_hook

* fix add vector_store_custom_logger to global callbacks

* test_e2e_bedrock_knowledgebase_retrieval_with_llm_api_call

* async_post_call_success_deployment_hook

* add async_post_call_streaming_deployment_hook

* async def test_e2e_bedrock_knowledgebase_retrieval_with_llm_api_call_streaming(setup_vector_store_registry):

* fix _call_post_streaming_deployment_hook

* fix async_post_call_streaming_deployment_hook

* test update

* docs: Accessing Search Results

* docs KB

* fix chatUI

* fix searchResults

* fix onSearchResults

* fix kb

---------

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

* [Feat] Add dynamic rate limits on LiteLLM Gateway  (#15518)

* docs: fix doc

* docs(index.md): bump rc

* [Fix] GEMINI - CLI -  add google_routes to llm_api_routes (#15500)

* fix: add google_routes to llm_api_routes

* test: test_virtual_key_llm_api_routes_allows_google_routes

* build: bump version

* bump: version 1.78.0 → 1.78.1

* fix: KeyRequestBase

* fix rpm_limit_type

* fix dynamic rate limits

* fix use dynamic limits here

* fix _should_enforce_rate_limit

* fix _should_enforce_rate_limit

* fix counter

* test_dynamic_rate_limiting_v3

* use _create_rate_limit_descriptors

---------

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

* Add google rerank endpoint

* Add docs

* fix mypy error

* fix mypy and lint errors

* Add haiku 4.5 integration

* Add haiku 4.5 integration for other regions as well

* Handle citation field correctly

* Fix filtering headers for signature calcs

* Add haiku 4.5 integration (#15650)

---------

Co-authored-by: Leslie Cheng <leslie.cheng5@gmail.com>
Co-authored-by: Sameer Kankute <sameer@berri.ai>
Co-authored-by: Alexsander Hamir <alexsanderhamirgomesbaptista@gmail.com>
Co-authored-by: Lucas <10226902+LoadingZhang@users.noreply.github.com>
Co-authored-by: sotazhang <sotazhang@tencent.com>
Co-authored-by: Deepanshu Lulla <deepanshu.lulla@gmail.com>
Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com>
Co-authored-by: deepanshu <deepanshu.lulla@hq.bill.com>
2025-10-17 17:52:25 -07:00
..
gcs_pub_sub_body MCP - usage tracking (#12397) 2025-07-08 22:08:16 -07:00
langfuse_expected_request_body fix lf tests 2025-10-04 10:02:56 -07:00
base_test.py Litellm dev 11 11 2024 (#6693) 2024-11-12 00:16:35 +05:30
conftest.py [Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905) 2025-08-23 13:13:23 -07:00
create_mock_standard_logging_payload.py (fixes) datadog logging - handle 1MB max log size on DD (#6996) 2024-12-02 23:01:42 -08:00
gettysburg.wav (Testing) - Add e2e testing for langfuse logging with tags (#7922) 2025-01-22 09:09:25 -08:00
log.txt test: update test 2025-04-10 14:04:57 -07:00
test_alerting.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_amazing_s3_logs.py test fix 2025-09-27 12:40:34 -07:00
test_assemble_streaming_responses.py test(test_assemble_streaming_responses.py): update test to use correct type 2025-03-17 18:17:01 -07:00
test_azure_blob_storage.py (feat) Add Azure Blob Storage Logging Integration (#7265) 2024-12-16 22:18:22 -08:00
test_bedrock_knowledgebase_hook.py [Oct Staging Branch] (#15460) 2025-10-17 17:52:25 -07:00
test_built_in_tools_cost_tracking.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_custom_callback_router.py test text-embedding-ada-002 2025-09-27 12:41:35 -07:00
test_datadog.py [Feat] Logging - datadog callback Log message content w/o sending to datadog (#14909) 2025-09-25 15:46:22 -07:00
test_datadog_llm_obs.py [Feat] Allow redacting message / response content for specific logging integrations - DD LLM Observability (#13158) 2025-07-31 16:44:16 -07:00
test_gcs_pub_sub.py [Feat] Responses API Session Handling - Multi media support (#13347) 2025-08-07 10:59:53 -07:00
test_generic_api_callback.py fix: pass application/json for GenericAPILogger (#10772) 2025-05-12 14:15:33 -07:00
test_humanloop_unit_tests.py HumanLoop integration for Prompt Management (#7479) 2024-12-30 22:26:03 -08:00
test_langfuse_e2e_test.py fix LF tests 2025-10-04 10:39:17 -07:00
test_langfuse_unit_tests.py test: fixes 2025-05-31 12:42:56 -07:00
test_langsmith_unit_test.py (Bug fix) - don't log messages in model_parameters in StandardLoggingPayload (#8932) 2025-03-01 13:39:45 -08:00
test_log_db_redis_services.py LiteLLM Minor Fixes & Improvements (12/05/2024) (#7037) 2024-12-05 00:02:31 -08:00
test_logging_redaction_e2e_test.py add fix for redaction (#13005) 2025-07-25 17:48:48 -07:00
test_moderations_api_logging.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_opentelemetry_unit_tests.py Fix otel - follow genai semantic conventions + support 'instructions' param for tts (#10608) 2025-05-06 21:57:01 -07:00
test_otel_logging.py fix: test_awesome_otel_with_message_logging_off 2025-09-18 07:49:39 -07:00
test_pagerduty_alerting.py [Refactor] Make Pagerduty a free feature (#10857) 2025-05-15 10:12:06 -07:00
test_posthog.py feat: posthog per request api key 2025-10-09 18:32:11 +02:00
test_spend_logs.py test fix 2025-09-27 12:40:34 -07:00
test_sqs_logger.py [Oct Staging Branch] (#15460) 2025-10-17 17:52:25 -07:00
test_standard_logging_payload.py [Feat] - Cost Tracking - show input, output, tool call cost breakdown in StandardLoggingPayload (#14921) 2025-09-25 15:48:22 -07:00
test_token_counting.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_unit_test_litellm_logging.py (performance improvement - litellm sdk + proxy) - ensure litellm does not create unnecessary threads when running async functions (#7680) 2025-01-10 17:57:22 -08:00
test_unit_tests_init_callbacks.py use_callback_in_llm_call 2025-10-01 18:32:37 -07:00
test_view_request_resp_logs.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00