1c8761111f
* feat(proxy/utils.py): track pre-call hooks in OTEL some pre call hooks can cause latency in high traffic - make sure this is tracked * fix(router.py): move redis call on deployment_callback_on_success to pipeline operation reduces p99 latency by half when redis is enabled * fix(parallel_request_limiter_v3.py): only run check if any item has rate limits set Prevents unnecessary latency added by rate limit checks * test: add unit tests * Latency Improvements: only track tpm/rpm usage when set on deployment+ LLM Caching - use an in-memory cache to reduce redis calls + OTEL - track time spent on LLM caching (#13472) * fix(router.py): only track usage for deployments with tpm/rpm set ensures additional latency avoided for non-tpm/rpm models * fix(caching_handler.py): log time spent on request get cache to OTEL enables easy debugging of call latency * fix(caching_handler.py): use dual cache object for in-memory caching + trace redis call within caching handler * fix(caching_handler.py): working in-memory cache for redis calls ensures dual cache works when redis cache setup for llm calls makes calls quicker by only checking redis when in-memory cache missed for llm api call * test: remove redundant test * test: add unit tests |
||
|---|---|---|
| .. | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| code_coverage_tests | ||
| documentation_tests | ||
| enterprise | ||
| guardrails_tests | ||
| image_gen_tests | ||
| litellm_utils_tests | ||
| litellm-proxy-extras | ||
| llm_responses_api_testing | ||
| llm_translation | ||
| load_tests | ||
| local_testing | ||
| logging_callback_tests | ||
| mcp_tests | ||
| multi_instance_e2e_tests | ||
| old_proxy_tests/tests | ||
| openai_endpoints_tests | ||
| otel_tests | ||
| pass_through_tests | ||
| pass_through_unit_tests | ||
| proxy_admin_ui_tests | ||
| proxy_security_tests | ||
| proxy_unit_tests | ||
| router_unit_tests | ||
| scim_tests | ||
| spend_tracking_tests | ||
| store_model_in_db_tests | ||
| test_litellm | ||
| unified_google_tests | ||
| vector_store_tests | ||
| windows_tests | ||
| __init__.py | ||
| gettysburg.wav | ||
| large_text.py | ||
| openai_batch_completions.jsonl | ||
| README.MD | ||
| test_budget_management.py | ||
| test_callbacks_on_proxy.py | ||
| test_config.py | ||
| test_debug_warning.py | ||
| test_end_users.py | ||
| test_entrypoint.py | ||
| test_fallbacks.py | ||
| test_health.py | ||
| test_keys.py | ||
| test_logging.conf | ||
| test_models.py | ||
| test_openai_endpoints.py | ||
| test_organizations.py | ||
| test_passthrough_endpoints.py | ||
| test_ratelimit.py | ||
| test_resource_cleanup.py | ||
| test_spend_logs.py | ||
| test_team_logging.py | ||
| test_team_members.py | ||
| test_team.py | ||
| 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.