15c3bc219b
* Optimize _get_model_cost_key to avoid expensive scans - Remove expensive O(n) scan fallback that was causing 42.87% CPU overhead - Only scan when size mismatch detected (O(1) check) - Add warning in docstring: Only O(1) lookup operations are acceptable - Clean up comments to be more concise - Keep stale entry rebuild for pop() case (only triggers when stale entry found) This fixes the performance issue where the scan was being triggered on every failed lookup, causing severe CPU overhead during router operations. * Add code quality check to enforce O(1) operations in _get_model_cost_key - Add check_get_model_cost_key_performance.py to statically analyze _get_model_cost_key - Detects O(n) operations (loops, comprehensions, problematic function calls) - Recursively checks called functions to find nested O(n) operations - Allows conditional O(n) rebuilds in helper functions (_rebuild_model_cost_lowercase_map, _handle_stale_map_entry_rebuild, _handle_new_key_with_scan) * Integrate _get_model_cost_key performance check into CI pipeline - Add check_get_model_cost_key_performance.py to check_code_and_doc_quality job - Ensures O(1) requirement is enforced in CI to prevent performance regressions * Remove unused performance test and clean up utils.py - Remove test_get_model_info_performance.py (no longer needed) - Remove extra blank line in utils.py * Document allowed helper functions and exception process in _get_model_cost_key - Add documentation listing allowed helper functions with O(n) operations - Explain why these are acceptable (conditionally called) - Add instructions for adding new exceptions to check_get_model_cost_key_performance.py * Fix docstring detection and type checker error in performance check - Add proper docstring tracking to skip docstring content (fixes false positive for 'map' in docstring) - Add None check for docstring_quote to fix type checker error - Restore _handle_new_key_with_scan to allowed_helpers list * Remove check_get_model_cost_key_performance from CI pipeline - Temporarily remove the performance check from CI to avoid blocking builds * Restore performance check and remove memory leak tests from CI - Add back check_get_model_cost_key_performance.py to CI pipeline - Remove memory_leak_tests job that was causing port conflicts * Remove extra blank line in CI config |
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|---|---|---|
| .. | ||
| agent_tests | ||
| audio_tests | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| code_coverage_tests | ||
| documentation_tests | ||
| enterprise | ||
| guardrails_tests | ||
| image_gen_tests | ||
| litellm | ||
| 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 | ||
| ocr_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 | ||
| search_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_gpt5_azure_temperature_support.py | ||
| test_health.py | ||
| test_keys.py | ||
| test_litellm_proxy_responses_config.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/test_litellm
This folder can only run mock tests.