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litellm/tests/local_testing
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mateo-berri ef5f51abca fix(least-busy): count for every router, and keep the expiry through a clamp 
Two routers in one process shared a single handler, because the callback
manager dedupes on the class name plus the handler's public attributes and the
handler had none. The second router's requests were never counted. The handler
now carries the id of the cache it was built on, so routers with different
caches both register while the two selectors one router builds for its routing
groups still collapse into one.

Clamping a negative count back to zero used SET, which drops the key's TTL, so
the next write started the hour over. It uses INCRBY by the negative amount now,
which leaves the expiry alone.

The Lua script had no test that ran it, so tests/local_testing covers both the
sync and async paths against a real Redis, and the file is wired into the
CircleCI job that provides one.
2026-09-06 01:59:15 -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 LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590) 2024-11-07 04:17:05 +05:30
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 LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30
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 LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590) 2024-11-07 04:17:05 +05:30
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 LiteLLM Minor Fixes & Improvements (10/30/2024) (#6519) 2024-11-02 00:44:32 +05:30
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_redis_increment_with_floor.py fix(least-busy): count for every router, and keep the expiry through a clamp 2026-09-06 01:59:15 -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 (feat) add Vertex Batches API support in OpenAI format (#7032) 2024-12-04 19:40:28 -08:00
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