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litellm/tests/local_testing
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Ishaan Jaff 86cdb8382b [Feat] Use aiohttp transport by default - 97% lower median latency (#11097) 
* fix: add flag for disabling use_aiohttp_transport

* feat: add _create_async_transport

* feat: fixes for transport

* add httpx-aiohttp

* feat: fixes for transport

* refactor: fixes for transport

* build: fix deps

* fixes: test fixes

* fix: ensure aiohttp does not auto set content type

* test: test fixes

* feat: add LiteLLMAiohttpTransport

* fix: fixes for responses API handling

* test: fixes for responses API handling

* test: fixes for responses API handling

* feat: fixes for transport

* fix: base embedding handler

* test: test_async_http_handler_force_ipv4

* test: fix failing deepeval test

* fix: add YARL for bedrock urls

* fix: issues with transport

* fix: comment out linting issues

* test fix

* test: XAI is unstable

* test: fixes for using respx

* test: XAI fixes

* test: XAI fixes

* test: infinity testing fixes

* docs(config_settings.md): document param

* test: test_openai_image_edit_litellm_sdk

* test: remove deprecated test

* bump respx==0.22.0

* test: test_xai_message_name_filtering

* test: fix anthropic test after bumping httpx

* use n 4 for mapped tests (#11109)

* fix: use 1 session per event loop

* test: test_client_session_helper

* fix: linting error

* fix: resolving GET requests on httpx 0.28.1

* test fixes proxy unit tests

* fix: add ssl verify settings

* fix: proxy unit tests

* fix: refactor

* tests: basic unit tests for aiohttp transports

* tests: fixes xai

---------

Co-authored-by: Krrish Dholakia <krrishdholakia@gmail.com>
2025-05-23 22:55:35 -07:00
..
.litellm_cache
…
example_config_yaml
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_configs
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_model_response_typing
LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)
2024-11-07 04:17:05 +05:30
adroit-crow-413218-bc47f303efc9.json
vertex testing use pathrise-convert-1606954137718
2025-01-05 14:00:17 -08:00
azure_fine_tune.jsonl
…
batch_job_results_furniture.jsonl
…
cache_unit_tests.py
(code refactor) - Add BaseRerankConfig. Use BaseRerankConfig for cohere/rerank and azure_ai/rerank (#7319)
2024-12-19 17:03:34 -08:00
conftest.py
ci(conftest.py): reset conftest.py for local_testing/ (#6657)
2024-11-08 19:14:16 +05:30
create_mock_standard_logging_payload.py
[Bug Fix]: Errors in LiteLLM When Using Embeddings Model with Usage-Based Routing (#7390)
2024-12-23 17:42:24 -08:00
data_map.txt
…
eagle.wav
…
example.jsonl
VertexAI non-jsonl file storage support (#9781)
2025-04-09 14:01:48 -07:00
gettysburg.wav
…
large_text.py
…
model_cost.json
…
openai_batch_completions_router.jsonl
…
openai_batch_completions.jsonl
…
speech_vertex.mp3
…
stream_chunk_testdata.py
…
test_acompletion_fallbacks.py
(core sdk fix) - fix fallbacks stuck in infinite loop (#7751)
2025-01-13 19:34:34 -08:00
test_acompletion.py
Complete o3 model support (#8183)
2025-02-02 22:36:37 -08:00
test_acooldowns_router.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_add_function_to_prompt.py
LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)
2024-11-07 04:17:05 +05:30
test_add_update_models.py
Allow team admins to add/update/delete models on UI + show api base and model id on request logs (#9572)
2025-03-27 12:06:31 -07:00
test_aim_guardrails.py
Feat/support anonymize in aim guardrail (#10757)
2025-05-15 22:18:58 -07:00
test_alangfuse.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_amazing_vertex_completion.py
[Feat] Use aiohttp transport by default - 97% lower median latency (#11097)
2025-05-23 22:55:35 -07:00
test_anthropic_prompt_caching.py
LiteLLM Minor Fixes & Improvements (01/16/2025) - p2 (#7828)
2025-02-02 23:17:50 -08:00
test_arize_ai.py
Merge branch 'main' into litellm_arize_dynamic_logging
2025-03-18 22:13:35 -07:00
test_arize_phoenix.py
fix arize config tests
2025-05-13 20:21:14 -07:00
test_assistants.py
test assistants fixes
2025-04-19 08:09:45 -07:00
test_async_fn.py
refactor(sagemaker/): separate chat + completion routes + make them b… (#7151)
2024-12-10 19:40:05 -08:00
test_audio_speech.py
Litellm dev 2024 12 20 p1 (#7335)
2024-12-20 21:22:31 -08:00
test_auth_utils.py
Add target model name validation (#10722)
2025-05-10 14:27:06 -07:00
test_azure_content_safety.py
(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)
2024-10-14 16:34:01 +05:30
test_azure_openai.py
[Feat] Use aiohttp transport by default - 97% lower median latency (#11097)
2025-05-23 22:55:35 -07:00
test_azure_perf.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_bad_params.py
test_completion_invalid_param_cohere
2025-04-02 06:49:11 -07:00
test_basic_python_version.py
Litellm dev 01 10 2025 p2 (#7679)
2025-01-10 21:50:53 -08:00
test_batch_completion_return_exceptions.py
…
test_batch_completions.py
Litellm dev contributor prs 01 31 2025 (#8168)
2025-02-01 09:05:20 -08:00
test_blocked_user_list.py
(docs) add docstrings for all /key, /user, /team, /customer endpoints (#6804)
2024-11-18 19:44:06 -08:00
test_braintrust.py
Litellm dev 01 07 2025 p3 (#7635)
2025-01-08 11:46:24 -08:00
test_budget_manager.py
Litellm ruff linting enforcement (#5992)
2024-10-01 19:44:20 -04:00
test_caching_handler.py
test(test_caching_handler.py): move to in-memory cache - prevent redis flakiness from impacting ci/cd
2025-03-28 13:32:04 -07:00
test_caching_ssl.py
test: update tests
2025-05-20 13:08:47 -07:00
test_caching.py
fix(caching_handler.py): fix embedding str caching result (#10700)
2025-05-09 23:37:02 -07:00
test_class.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_completion_cost.py
test: more testing fixes
2025-05-01 15:36:13 -07:00
test_completion_with_retries.py
fix(main.py): fix retries being multiplied when using openai sdk (#7221)
2024-12-14 11:56:55 -08:00
test_completion.py
test: update test due to cohere ssl issues
2025-05-19 20:07:57 -07:00
test_config.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_cost_calc.py
test(test_cost_calc.py): fix test to handle llm api errors
2024-12-24 16:49:02 -08:00
test_custom_api_logger.py
…
test_custom_callback_input.py
Update fireworks ai pricing (#10425)
2025-04-29 20:58:05 -07:00
test_custom_callback_router.py
Litellm dev 04 30 2025 p1 (#10462)
2025-04-30 22:11:12 -07:00
test_custom_llm.py
feat: add embeddings to CustomLLM (#10980)
2025-05-22 22:55:46 -07:00
test_custom_logger.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_disk_cache_unit_tests.py
LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705)
2024-11-12 22:50:51 +05:30
test_dual_cache.py
(code refactor) - Add BaseRerankConfig. Use BaseRerankConfig for cohere/rerank and azure_ai/rerank (#7319)
2024-12-19 17:03:34 -08:00
test_dynamic_rate_limit_handler.py
LiteLLM Minor Fixes & Improvements (10/15/2024) (#6242)
2024-10-16 07:32:06 -07:00
test_dynamodb_logs.py
…
test_embedding.py
Add target model name validation (#10722)
2025-05-10 14:27:06 -07:00
test_exceptions.py
Litellm dev 04 30 2025 p1 (#10462)
2025-04-30 22:11:12 -07:00
test_file_types.py
…
test_function_call_parsing.py
…
test_function_calling.py
test: handle internal server errors
2025-05-01 16:47:30 -07:00
test_function_setup.py
…
test_gcs_bucket.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_get_llm_provider.py
[Feat] Option to force/always use the litellm proxy (#10559) (#10633) (#10773)
2025-05-12 20:22:54 -07:00
test_get_model_file.py
LiteLLM Minor Fixes & Improvements (10/05/2024) (#6083)
2024-10-05 18:59:11 -04:00
test_get_model_info.py
[Feature] Add supports_computer_use to the model list (#10881)
2025-05-20 17:07:43 -07:00
test_get_optional_params_embeddings.py
…
test_get_optional_params_functions_not_supported.py
…
test_google_ai_studio_gemini.py
…
test_guardrails_ai.py
LiteLLM Minor Fixes & Improvements (10/15/2024) (#6242)
2024-10-16 07:32:06 -07:00
test_health_check.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_helicone_integration.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_http_parsing_utils.py
(Bug fix) - reading /parsing request body when on hypercorn (#8734)
2025-02-25 15:18:04 -08:00
test_img_resize.py
fix: Support WebP image format and avoid token calculation error (#7182)
2024-12-12 14:32:39 -08:00
test_lakera_ai_prompt_injection.py
Merge pull request #9222 from BerriAI/litellm_snowflake_pr_mar_13
2025-03-13 21:35:39 -07:00
test_langchain_ChatLiteLLM.py
…
test_langsmith.py
Litellm dev 11 30 2024 (#6974)
2024-12-02 21:03:33 -08:00
test_least_busy_routing.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_litellm_max_budget.py
…
test_literalai.py
Litellm Minor Fixes & Improvements (10/03/2024) (#6049)
2024-10-03 18:02:28 -04:00
test_llm_guard.py
[Refactor] Move LLM Guard, Secret Detection to Enterprise Pip packagea (#10782)
2025-05-13 09:42:22 -07:00
test_load_test_router_s3.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_loadtest_router.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_logfire.py
…
test_logging.py
LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)
2024-11-07 04:17:05 +05:30
test_longer_context_fallback.py
…
test_lowest_cost_routing.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_lowest_latency_routing.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_lunary.py
…
test_max_tpm_rpm_limiter.py
(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)
2024-10-14 16:34:01 +05:30
test_mem_leak.py
LiteLLM Minor Fixes & Improvements (10/30/2024) (#6519)
2024-11-02 00:44:32 +05:30
test_mem_usage.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_mock_request.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_model_alias_map.py
test: fix test
2025-04-16 07:57:10 -07:00
test_model_max_token_adjust.py
…
test_multiple_deployments.py
…
test_ollama_local_chat.py
…
test_ollama_local.py
…
test_ollama.py
Litellm dev 03 08 2025 p3 (#9089)
2025-03-09 18:20:56 -07:00
test_openai_moderations_hook.py
(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)
2024-10-14 16:34:01 +05:30
test_opik.py
[Feat] Observability integration - Opik by Comet (#6062)
2024-10-10 18:27:50 +05:30
test_parallel_request_limiter.py
Add all /key/generate api params to UI + add metadata fields on team AND org add/update (#8667)
2025-02-19 21:13:06 -08:00
test_pass_through_endpoints.py
oops
2025-03-11 08:27:36 -04:00
test_profiling_router.py
…
test_prometheus_service.py
Embedding caching fixes - handle str -> list cache, set usage tokens for cache hits, combine usage tokens on partial cache hits (#10424)
2025-04-29 21:21:28 -07:00
test_prometheus.py
done
2025-01-22 20:19:31 +09:00
test_prompt_caching.py
LiteLLM Minor Fixes & Improvements (12/05/2024) (#7037)
2024-12-05 00:02:31 -08:00
test_prompt_injection_detection.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_promptlayer_integration.py
LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)
2024-11-07 04:17:05 +05:30
test_provider_specific_config.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_pydantic_namespaces.py
…
test_pydantic.py
…
test_register_model.py
…
test_router_batch_completion.py
(code quality) run ruff rule to ban unused imports (#7313)
2024-12-19 12:33:42 -08:00
test_router_budget_limiter.py
test: update tests
2025-05-20 13:08:47 -07:00
test_router_caching.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_client_init.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_cooldowns.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_custom_routing.py
…
test_router_debug_logs.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_fallback_handlers.py
(Feat) - return x-litellm-attempted-fallbacks in responses from litellm proxy (#8558)
2025-02-15 14:54:23 -08:00
test_router_fallbacks.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_get_deployments.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_init.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_max_parallel_requests.py
fix(lowest_tpm_rpm_routing.py): fix parallel rate limit check (#6577)
2024-11-05 22:03:44 +05:30
test_router_pattern_matching.py
(code quality) run ruff rule to ban unused imports (#7313)
2024-12-19 12:33:42 -08:00
test_router_policy_violation.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_retries.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_tag_routing.py
build: merge litellm_dev_03_01_2025_p2
2025-03-03 23:05:41 -08:00
test_router_timeout.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_utils.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_router_with_fallbacks.py
…
test_router.py
Litellm staging 05 10 2025 - openai pdf url support + sagemaker chat content length error fix (#10724)
2025-05-10 17:41:57 -07:00
test_rules.py
Litellm ruff linting enforcement (#5992)
2024-10-01 19:44:20 -04:00
test_sagemaker.py
test: mock sagemaker tests
2025-03-21 16:21:18 -07:00
test_scheduler.py
…
test_secret_detect_hook.py
[Refactor] Move LLM Guard, Secret Detection to Enterprise Pip packagea (#10782)
2025-05-13 09:42:22 -07:00
test_simple_shuffle.py
…
test_spend_calculate_endpoint.py
…
test_stream_chunk_builder.py
test: update groq test - change on their end
2025-05-22 15:02:01 -07:00
test_streaming.py
fix ai21 test
2025-05-07 21:26:35 -07:00
test_supabase_integration.py
Litellm ruff linting enforcement (#5992)
2024-10-01 19:44:20 -04:00
test_team_config.py
…
test_text_completion.py
Add key-level multi-instance tpm/rpm/max parallel request limiting (#10458)
2025-04-30 21:32:31 -07:00
test_timeout.py
Update fireworks ai pricing (#10425)
2025-04-29 20:58:05 -07:00
test_together_ai.py
…
test_tpm_rpm_routing_v2.py
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
test_traceloop.py
test: skip redundant test
2025-02-10 22:13:58 -08:00
test_ui_sso_helper_utils.py
LiteLLM Minor Fixes & Improvements (10/17/2024) (#6293)
2024-10-17 22:09:11 -07:00
test_unit_test_caching.py
(Bug fix) - don't log messages in model_parameters in StandardLoggingPayload (#8932)
2025-03-01 13:39:45 -08:00
test_update_spend.py
test_batch_update_spend
2025-04-01 07:12:29 -07:00
test_validate_environment.py
…
test_wandb.py
LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)
2024-11-07 04:17:05 +05:30
test_whisper.py
Add OpenAI gpt-4o-transcribe support (#9517)
2025-03-26 23:10:25 -07:00
user_cost.json
…
vertex_ai.jsonl
…
vertex_batch_completions.jsonl
(feat) add Vertex Batches API support in OpenAI format (#7032)
2024-12-04 19:40:28 -08:00
vertex_key.json
ci/cd update vertex acct
2025-01-05 13:43:32 -08:00
whitelisted_bedrock_models.txt
Add supports_pdf_input: true to Claude 3.7 bedrock models (#9917)
2025-05-01 14:56:54 -07:00