litellm/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
..
basic_proxy_startup_tests
batches_tests
code_coverage_tests fix code QA check 2025-10-07 17:49:57 -07:00
documentation_tests
enterprise Fix apply_guardrail endpoint returning raw string instead of ApplyGuardrailResponse (#15436) 2025-10-11 17:50:37 -07:00
guardrails_tests respond to review comments 2025-10-16 20:38:49 +03:00
image_gen_tests [Fix] Dall-e-2 for Image Edits API (#15604) 2025-10-16 13:24:24 -07:00
litellm/llms
litellm_utils_tests test fix 2025-10-10 19:57:17 -07:00
litellm-proxy-extras
llm_responses_api_testing fix test 2025-10-11 11:30:19 -07:00
llm_translation [Oct Staging Branch] (#15460) 2025-10-17 17:52:25 -07:00
load_tests
local_testing test_together_ai_embedding 2025-10-11 09:33:19 -07:00
logging_callback_tests [Oct Staging Branch] (#15460) 2025-10-17 17:52:25 -07:00
mcp_tests fix: test 2025-09-30 07:25:32 +09:00
multi_instance_e2e_tests
ocr_tests [Feat] Add Cost Tracking for /ocr endpoints (#15678) 2025-10-17 15:54:10 -07:00
old_proxy_tests/tests
openai_endpoints_tests
otel_tests
pass_through_tests fix: always retain config models 2025-10-11 16:09:33 -07:00
pass_through_unit_tests Fix litellm_param based costing 2025-10-08 21:14:23 +05:30
proxy_admin_ui_tests
proxy_security_tests test fix 2025-10-04 10:57:02 -07:00
proxy_unit_tests Update test_proxy_utils.py 2025-10-08 19:25:54 -07:00
router_unit_tests [Oct Staging Branch] (#15460) 2025-10-17 17:52:25 -07:00
scim_tests
spend_tracking_tests
store_model_in_db_tests
test_litellm [Oct Staging Branch] (#15460) 2025-10-17 17:52:25 -07:00
unified_google_tests fix: gooogle GenAI route tests 2025-10-04 10:18:25 -07:00
vector_store_tests
windows_tests
__init__.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
README.MD [Feat] MCP Gateway Fine-grained Tools Addition (#15153) 2025-10-03 10:16:29 -07:00
test_budget_management.py
test_callbacks_on_proxy.py
test_config.py
test_debug_warning.py
test_end_users.py
test_entrypoint.py
test_fallbacks.py
test_health.py
test_keys.py
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
test_models.py
test_openai_endpoints.py
test_organizations.py
test_passthrough_endpoints.py
test_ratelimit.py
test_resource_cleanup.py
test_spend_logs.py
test_team_logging.py
test_team_members.py
test_team.py
test_users.py

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.