Alexsander HamirandGitHub d4830e34e5 fix: remove router inefficiencies (from O(M*N) to O(1)) - 62.5% faster P99 latency (#15046) ...

* fix: remove redundant deep copy

set_model_list already does the deep copy at the beginning of the call.

* fix: remove unused model_list arguments

The `model_list` parameter was being passed to classes that did not use it.

* fix: reduce per-request memory and time from O(N×M) to O(N)

No need to create a whole array for a simple look up.

* add: missing test

* fix: remove unused parameter

2025-09-29 15:49:46 -07:00

..

.litellm_cache

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

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 fix

2025-09-27 12:40:34 -07:00

test_configs

test text-embedding-ada-002

2025-09-27 12:41:35 -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

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

batch_job_results_furniture.jsonl

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

cache_unit_tests.py

fix: use fastuuid helper (#14903)

2025-09-25 15:47:01 -07:00

conftest.py

[Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905)

2025-08-23 13:13:23 -07:00

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

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

eagle.wav

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

example.jsonl

VertexAI non-jsonl file storage support (#9781)

2025-04-09 14:01:48 -07:00

gettysburg.wav

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

large_text.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

model_cost.json

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

openai_batch_completions_router.jsonl

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

openai_batch_completions.jsonl

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

speech_vertex.mp3

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

stream_chunk_testdata.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

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 fix

2025-09-27 12:40:34 -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

fix: use fastuuid helper (#14903)

2025-09-25 15:47:01 -07:00

test_aim_guardrails.py

rename aim headers + tests

2025-09-11 11:19:58 +03:00

test_alangfuse.py

test fix

2025-09-27 12:40:34 -07:00

test_amazing_vertex_completion.py

test_gemini_pro_function_calling_httpx

2025-09-27 12:43:06 -07:00

test_anthropic_prompt_caching.py

feat(anthropic/chat/transformation.py): separate 5m vs. 1h cache creation token details for anthropic cost tracking

2025-09-17 15:51:07 -07:00

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_create_delete_assistants

2025-07-15 21:35:25 -07:00

test_async_fn.py

test_text_completion_stream - hf

2025-07-03 16:00:51 -07:00

test_audio_speech.py

fix: use fastuuid helper (#14903)

2025-09-25 15:47:01 -07:00

test_auth_utils.py

User Headers X LiteLLM Users Mapping feature (#14485)

2025-09-12 11:49:37 -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

test_aaaaazure_tenant_id_auth

2025-09-27 13:59:17 -07:00

test_azure_perf.py

test fix

2025-09-27 12:40:34 -07:00

test_basic_python_version.py

[MCP Gateway] Litellm mcp client list fail (#13114)

2025-07-30 15:23:19 -07:00

test_batch_completion_return_exceptions.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_batch_completions.py

test fix: gcp deprecated gemini-1.5-flash

2025-08-06 08:43:45 -07:00

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

[Performance] Improve LiteLLM Python SDK RPS by +200 RPS (#13839)

2025-08-20 21:46:33 -07:00

test_budget_manager.py

Litellm ruff linting enforcement (#5992)

2024-10-01 19:44:20 -04:00

test_caching_handler.py

fix: use fastuuid helper (#14903)

2025-09-25 15:47:01 -07:00

test_caching_ssl.py

test fix

2025-09-27 12:40:34 -07:00

test_caching.py

test text-embedding-ada-002

2025-09-27 12:41:35 -07:00

test_class.py

test fix

2025-09-27 12:40:34 -07:00

test_completion_cost.py

test text-embedding-ada-002

2025-09-27 12:41:35 -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 azure instruct

2025-09-27 15:01:25 -07:00

test_config.py

test fix

2025-09-27 12:40:34 -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

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_custom_callback_input.py

test_chat_azure_stream

2025-09-27 15:01:25 -07:00

test_custom_llm.py

test: update test with new kwargs

2025-06-11 22:19:17 -07:00

test_custom_logger.py

test_async_custom_handler_stream

2025-09-27 12:37:56 -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

fix: use fastuuid helper (#14903)

2025-09-25 15:47:01 -07:00

test_dynamic_rate_limit_handler.py

fix: use fastuuid helper (#14903)

2025-09-25 15:47:01 -07:00

test_dynamodb_logs.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_embedding.py

test_openai_azure_embedding_optional_arg

2025-09-27 14:03:23 -07:00

test_exceptions.py

test_exception_bubbling_up

2025-09-27 13:58:31 -07:00

test_file_types.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_function_call_parsing.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_function_calling.py

test_aaparallel_function_call

2025-09-27 13:59:36 -07:00

test_function_setup.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_gcs_bucket.py

test fix

2025-09-27 12:40:34 -07:00

test_gcs_cache_unit_tests.py

Add GCS bucket caching support (#13122)

2025-08-04 16:09:33 -07:00

test_get_llm_provider.py

test_default_api_base

2025-07-04 18:26:54 -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

test whitelisted models

2025-06-28 14:46:16 -07:00

test_get_optional_params_embeddings.py

fix: fix test

2025-09-18 23:37:38 -07:00

test_get_optional_params_functions_not_supported.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_google_ai_studio_gemini.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_guardrails_ai.py

LiteLLM Minor Fixes & Improvements (10/15/2024) (#6242)

2024-10-16 07:32:06 -07:00

test_helicone_integration.py

test fix

2025-09-27 12:40:34 -07:00

test_http_parsing_utils.py

test_http_parsing_utils.py

2025-07-10 18:20:41 -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_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

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_langsmith.py

fix: use fastuuid helper (#14903)

2025-09-25 15:47:01 -07:00

test_least_busy_routing.py

fix: remove router inefficiencies (from O(M*N) to O(1)) - 62.5% faster P99 latency (#15046)

2025-09-29 15:49:46 -07:00

test_litellm_max_budget.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

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 fix

2025-09-27 12:40:34 -07:00

test_loadtest_router.py

test fix

2025-09-27 12:40:34 -07:00

test_logfire.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -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

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_lowest_cost_routing.py

fix: remove router inefficiencies (from O(M*N) to O(1)) - 62.5% faster P99 latency (#15046)

2025-09-29 15:49:46 -07:00

test_lowest_latency_routing.py

fix: remove router inefficiencies (from O(M*N) to O(1)) - 62.5% faster P99 latency (#15046)

2025-09-29 15:49:46 -07:00

test_lunary.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

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 text-embedding-ada-002

2025-09-27 12:41:35 -07:00

test_mock_request.py

test_router_mock_request_with_mock_timeout_with_fallbacks

2025-09-27 13:57:43 -07:00

test_model_alias_map.py

test_model_alias_map

2025-09-01 17:59:40 -07:00

test_model_max_token_adjust.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_multiple_deployments.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_ollama_local_chat.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_ollama_local.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_ollama.py

Ensure consistent 'created' across all chunks + set tool call id for ollama streaming calls (#11528)

2025-06-07 20:50:07 -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

chore: add a comment explaining why update one second to three second

2025-09-25 14:28:49 +08:00

test_pass_through_endpoints.py

fix: use fastuuid helper (#14903)

2025-09-25 15:47:01 -07:00

test_profiling_router.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_prometheus_service.py

test_router_with_caching

2025-09-27 11:38:08 -07:00

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 fix

2025-09-27 12:40:34 -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 fix

2025-09-27 12:40:34 -07:00

test_pydantic_namespaces.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_pydantic.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_register_model.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router_auto_router.py

test_router_auto_router

2025-07-26 13:33:53 -07:00

test_router_batch_completion.py

test fix

2025-09-01 17:04:47 -07:00

test_router_budget_limiter.py

test_provider_budgets_e2e_test

2025-09-27 12:26:40 -07:00

test_router_caching.py

test_acompletion_caching_on_router

2025-09-27 09:57:07 -07:00

test_router_client_init.py

test fix

2025-09-27 12:40:34 -07:00

test_router_cooldown_handlers.py

test_cooldown_badrequest_error

2025-09-27 11:28:20 -07:00

test_router_custom_routing.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router_debug_logs.py

test fix

2025-09-27 12:40:34 -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 text-embedding-ada-002

2025-09-27 12:41:35 -07:00

test_router_get_deployments.py

test fix

2025-09-27 12:40:34 -07:00

test_router_init.py

test fix

2025-09-27 12:40:34 -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_retries.py

test fix

2025-09-27 12:40:34 -07:00

test_router_timeout.py

test fix

2025-09-27 12:40:34 -07:00

test_router_utils.py

test fix

2025-09-27 12:40:34 -07:00

test_router_with_fallbacks.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router.py

test fix

2025-09-27 12:40:34 -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

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

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

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_spend_calculate_endpoint.py

test fix

2025-09-01 17:04:47 -07:00

test_stream_chunk_builder.py

test_stream_chunk_builder_litellm_usage_chunks

2025-08-07 15:22:52 -07:00

test_streaming.py

test_openai_stream_options_call

2025-09-27 15:01:25 -07:00

test_supabase_integration.py

Litellm ruff linting enforcement (#5992)

2024-10-01 19:44:20 -04:00

test_team_config.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_text_completion.py

[LLM Translation] Fix Realtime API endpoint for no intent (#13476)

2025-08-14 16:24:14 -07:00

test_timeout.py

test fix

2025-09-27 12:40:34 -07:00

test_together_ai.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_tpm_rpm_routing_v2.py

fix: remove router inefficiencies (from O(M*N) to O(1)) - 62.5% faster P99 latency (#15046)

2025-09-29 15:49:46 -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

fix: use fastuuid helper (#14903)

2025-09-25 15:47:01 -07:00

test_update_spend.py

test_batch_update_spend

2025-04-01 07:12:29 -07:00

test_validate_environment.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_wandb.py

LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)

2024-11-07 04:17:05 +05:30

test_whisper.py

[TECH] fix TU 2

2025-07-08 16:36:11 +02:00

user_cost.json

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

vertex_ai.jsonl

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

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