0e601d0bfe
* Fix: Map Gemini cached_tokens to Langfuse cache_read_input_tokens Fixes #18520 ## Problem Langfuse integration was not capturing cached tokens from Gemini models. Gemini returns cached tokens in `usage.prompt_tokens_details.cached_tokens`, but Langfuse only read from top-level `usage.cache_read_input_tokens` (which only Anthropic populates). ## Solution Updated langfuse.py to check both locations: 1. First check top-level cache_read_input_tokens (for Anthropic) 2. Then check prompt_tokens_details.cached_tokens (for Gemini, OpenAI, others) This ensures all providers' cached tokens are properly reported to Langfuse. ## Changes - Modified litellm/integrations/langfuse/langfuse.py (lines 742-761) - Added 3 unit tests in tests/test_litellm/integrations/langfuse/test_gemini_cached_tokens.py - All existing Langfuse tests still pass (11/11) ## Testing - test_cached_tokens_extraction: Verifies Gemini cached_tokens extraction - test_cached_tokens_not_present: Backward compatibility (no cached_tokens) - test_cached_tokens_is_zero: Edge case when cached_tokens = 0 * Refactor: Extract cache token logic into helper function Address review feedback from @officer47p - Created _extract_cache_read_input_tokens() helper function - Reduces code bloat in _log_langfuse_v2 method - Improves testability and reusability - All tests still passing (11/11) |
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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.