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litellm/tests/local_testing
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mateo-berri 48cc4efca3 fix(least-busy): share in-flight request counts across proxy workers 
Least-busy kept one dict of in-flight counts per model group in the
router cache, which reads in-memory first, so every worker and replica
routed on its own stale copy and each write overwrote the shared value.

Counts now live in one key per deployment, incremented and read through
Redis when the router has a Redis cache, and in the process-local cache
otherwise.
2026-09-05 20:39:22 -07:00
..
.litellm_cache
auto_router [Feat] Backend Router - Add Auto-Router powered by semantic-router (#12955) 2025-07-24 18:32:56 -07:00
example_config_yaml test: test 2026-03-28 19:17:38 -07:00
test_configs test: test 2026-03-28 19:17:38 -07:00
test_model_response_typing
azure_fine_tune.jsonl
azure_speech.mp3 [Feat] Add Azure AVA TTS integration (#15749) 2025-10-20 16:52:23 -07:00
batch_job_results_furniture.jsonl
cache_unit_tests.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
conftest.py test: exempt MockTransport request-shape embedding tests from VCR replay 2026-09-01 13:29:12 -07:00
create_mock_standard_logging_payload.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
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.jsonl
openai_batch_completions_router.jsonl
speech_vertex.mp3
stream_chunk_testdata.py
test_acompletion.py Complete o3 model support (#8183) 2025-02-02 22:36:37 -08:00
test_acompletion_fallbacks.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_acooldowns_router.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_add_function_to_prompt.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_aim_guardrails.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_alangfuse.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_amazing_vertex_completion.py Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_ruff_dead_test_code 2026-08-24 09:46:56 -07:00
test_anthropic_prompt_caching.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_arize_ai.py test: rename env var 2026-03-28 20:27:39 -07:00
test_arize_phoenix.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_assistants.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_async_fn.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_auth_utils.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_azure_anthropic_sync_post.py fix(mcp): honor server_id for REST tool calls with shared upstream URLs (#30184) 2026-06-12 07:25:53 -07:00
test_azure_openai.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_azure_perf.py test: test 2026-03-28 19:17:38 -07:00
test_basic_python_version.py revert: default the proxy back to the v1 migration resolver 2026-09-01 12:56:08 -07:00
test_batch_completion_return_exceptions.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_batch_completions.py test(batch): make the upstream-failure tolerance actually reachable 2026-08-28 00:25:53 -07:00
test_blocked_user_list.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_braintrust.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_budget_manager.py
test_cache_preset_key.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_caching.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_caching_handler.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_caching_ssl.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_class.py test: test 2026-03-28 19:17:38 -07:00
test_completion.py test(bedrock): drop EOL cohere.command-r-plus-v1:0 from local_testing 2026-09-03 11:50:51 -07:00
test_completion_cost.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_completion_with_retries.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_config.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_cost_calc.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_custom_callback_input.py test: fix staging CI regressions from #38182, #38144, #38265, #37962, and #37969 2026-08-25 23:01:20 -07:00
test_custom_llm.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_custom_logger.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_disk_cache_unit_tests.py
test_docker_no_network_on_deploy.py build: migrate packaging, CI, and Docker from Poetry to uv (#25007) 2026-04-09 11:46:23 -07:00
test_dual_cache.py fix(cache): use sync Redis batch reads (#39358) 2026-09-03 14:37:48 -07:00
test_dynamic_rate_limit_handler.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_embedding.py test(timeout): time out against the local fake endpoint instead of api.openai.com 2026-09-03 09:53:30 -07:00
test_exceptions.py test(embeddings): move legacy intercepts to the wire for the omitted-format path 2026-08-29 12:04:44 -07:00
test_fake_openai_endpoint.py test(ci): serve /moderations from the canned OpenAI mock (#37739) 2026-08-20 16:58:38 -07:00
test_file_types.py test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
test_function_call_parsing.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_function_calling.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_function_setup.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_gcs_bucket.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_gcs_cache_unit_tests.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_gemini_reasoning_content.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_get_llm_provider.py test: allow dashscope domain in qwen alias default api_base check 2026-09-01 13:29:12 -07:00
test_get_model_file.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_get_model_info.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_get_optional_params_embeddings.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_get_optional_params_functions_not_supported.py
test_google_ai_studio_gemini.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_guardrails_ai.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_helicone_integration.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_http_parsing_utils.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_img_resize.py fix: Support WebP image format and avoid token calculation error (#7182) 2024-12-12 14:32:39 -08:00
test_langchain_ChatLiteLLM.py
test_least_busy_routing.py fix(least-busy): share in-flight request counts across proxy workers 2026-09-05 20:39:22 -07:00
test_litellm_max_budget.py
test_llm_guard.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_load_test_router_s3.py fix tests 2025-10-25 10:19:24 -07:00
test_loadtest_router.py test: test 2026-03-28 19:17:38 -07:00
test_logging.py
test_longer_context_fallback.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_lowest_cost_routing.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_lowest_latency_routing.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_lunary.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_max_tpm_rpm_limiter.py
test_mem_leak.py
test_mem_usage.py fix tests 2025-10-25 10:19:24 -07:00
test_mock_request.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_model_alias_map.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_multiple_deployments.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_no_top_level_test_invocations.py fix(tests): drop module-level test calls that break local_testing collection (#29520) 2026-06-02 13:07:05 -07:00
test_ollama.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_ollama_local.py
test_ollama_local_chat.py
test_openai_moderations_hook.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_opik.py test(opik): stop the batching test racing its own 5-second flush timer 2026-08-27 23:43:38 -07:00
test_pass_through_endpoints.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_profiling_router.py
test_prometheus_service.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_prompt_caching.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_prompt_injection_detection.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_provider_specific_config.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_pydantic.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_pydantic_namespaces.py
test_redis_batch_optimizations.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_register_model.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_responses_stream_cache_keys.py fix(cache): persist and replay streamed Responses API requests (#24580) 2026-05-01 11:55:36 +05:30
test_router.py test(timeout): time out against the local fake endpoint instead of api.openai.com 2026-09-03 09:53:30 -07:00
test_router_batch_completion.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_budget_limiter.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_caching.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_client_init.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_cooldown_handlers.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_custom_routing.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_debug_logs.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_fallback_handlers.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_fallbacks.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_get_deployments.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_max_parallel_requests.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_pattern_matching.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_retries.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_timeout.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_utils.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_router_with_fallbacks.py
test_rules.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_sagemaker.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_sagemaker_nova_integration.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_scheduler.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_secret_detect_hook.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_spend_calculate_endpoint.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_stream_chunk_builder.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_streaming.py test(bedrock): drop EOL cohere.command-r-plus-v1:0 from local_testing 2026-09-03 11:50:51 -07:00
test_supabase_integration.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_team_config.py
test_text_completion.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_timeout.py test(timeout): time out against the local fake endpoint instead of api.openai.com 2026-09-03 09:53:30 -07:00
test_together_ai.py
test_tpm_rpm_routing_v2.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_ui_sso_helper_utils.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_unit_test_caching.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_update_spend.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_validate_environment.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_wandb.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
user_cost.json
vertex_ai.jsonl
vertex_batch_completions.jsonl
vertex_key.json test: update to new vertex ai keys 2026-03-28 20:19:05 -07:00
whitelisted_bedrock_models.txt Litellm fix update bedrock models (#24947) 2026-04-01 19:22:54 -07:00