litellm/tests
Krish Dholakia 36308a31be
Gemini-2.5-flash - support reasoning cost calc + return reasoning content (#10141)
* build(model_prices_and_context_window.json): add vertex ai gemini-2.5-flash pricing

* build(model_prices_and_context_window.json): add gemini reasoning token pricing

* fix(vertex_and_google_ai_studio_gemini.py): support counting thinking tokens for gemini

allows accurate cost calc

* fix(utils.py): add reasoning token cost calc to generic cost calc

ensures gemini-2.5-flash cost calculation is accurate

* build(model_prices_and_context_window.json): mark gemini-2.5-flash as 'supports_reasoning'

* feat(gemini/): support 'thinking' + 'reasoning_effort' params + new unit tests

allow controlling thinking effort for gemini-2.5-flash models

* test: update unit testing

* feat(vertex_and_google_ai_studio_gemini.py): return reasoning content if given in gemini response

* test: update model name

* fix: fix ruff check

* test(test_spend_management_endpoints.py): update tests to be less sensitive to new keys / updates to usage object

* fix(vertex_and_google_ai_studio_gemini.py): fix translation
2025-04-19 09:20:52 -07:00
..
basic_proxy_startup_tests
batches_tests VertexAI non-jsonl file storage support (#9781) 2025-04-09 14:01:48 -07:00
code_coverage_tests Add property ordering for vertex ai schema (#9828) + Fix combining multiple tool calls (#10040) 2025-04-15 22:29:25 -07:00
documentation_tests
image_gen_tests get_base_image_generation_call_args 2025-04-02 21:04:06 -07:00
litellm Gemini-2.5-flash - support reasoning cost calc + return reasoning content (#10141) 2025-04-19 09:20:52 -07:00
litellm_utils_tests Support checking provider /models endpoints on proxy /v1/models endpoint (#9958) 2025-04-14 23:23:20 -07:00
llm_responses_api_testing [Feat] Support for all litellm providers on Responses API (works with Codex) - Anthropic, Bedrock API, VertexAI, Ollama (#10132) 2025-04-18 19:53:59 -07:00
llm_translation Gemini-2.5-flash - support reasoning cost calc + return reasoning content (#10141) 2025-04-19 09:20:52 -07:00
load_tests test: update tests to new deployment model (#10142) 2025-04-18 14:22:12 -07:00
local_testing test assistants fixes 2025-04-19 08:09:45 -07:00
logging_callback_tests test: update tests to new deployment model (#10142) 2025-04-18 14:22:12 -07:00
mcp_tests test fixes 2025-03-29 18:34:58 -07:00
multi_instance_e2e_tests
old_proxy_tests/tests test: update tests to new deployment model (#10142) 2025-04-18 14:22:12 -07:00
openai_endpoints_tests test_bad_request_bad_param_error 2025-03-13 16:02:21 -07:00
otel_tests [Team Member permissions] - Fixes (#9945) 2025-04-12 11:17:51 -07:00
pass_through_tests [Bug Fix] Add support for UploadFile on LLM Pass through endpoints (OpenAI, Azure etc) (#9853) 2025-04-09 15:29:20 -07:00
pass_through_unit_tests use new anthropic interface 2025-03-31 14:31:09 -07:00
proxy_admin_ui_tests [Team Member permissions] - Fixes (#9945) 2025-04-12 11:17:51 -07:00
proxy_security_tests
proxy_unit_tests test: update tests to new deployment model (#10142) 2025-04-18 14:22:12 -07:00
router_unit_tests fix(router.py): support reusable credentials via passthrough router (#9758) 2025-04-04 18:40:14 -07:00
scim_tests [Feat SSO] Add LiteLLM SCIM Integration for Team and User management (#10072) 2025-04-16 19:21:47 -07:00
spend_tracking_tests test_long_term_spend_accuracy_with_bursts 2025-03-31 21:09:29 -07:00
store_model_in_db_tests test_chat_completion_bad_model_with_spend_logs 2025-02-28 20:19:43 -08:00
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
README.MD add bedrock llama vision support + cohere / infinity rerank - 'return_documents' support (#8684) 2025-02-20 21:23:54 -08:00
test_callbacks_on_proxy.py
test_config.py
test_debug_warning.py
test_end_users.py test: run test earlier to catch error 2025-03-27 23:08:52 -07:00
test_entrypoint.py
test_fallbacks.py test: fix test 2025-03-10 22:00:50 -07:00
test_health.py
test_keys.py
test_logging.conf
test_models.py test: update tests to new deployment model (#10142) 2025-04-18 14:22:12 -07:00
test_openai_endpoints.py test string checked for model access control 2025-03-10 20:04:18 -07:00
test_organizations.py
test_passthrough_endpoints.py
test_ratelimit.py
test_spend_logs.py
test_team_logging.py
test_team_members.py
test_team.py fix(team_endpoints.py): ensure 404 raised when team not found (#9038) 2025-03-06 22:04:36 -08:00
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/litellm

This folder can only run mock tests.