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* test(e2e): cover customer chat/messages cost + streaming paths Fills five uncovered P0 registry cells matching the customer's confirmed stack (OpenAI SDK, Bedrock, /v1/messages) and their per-request cost dependency: - /v1/messages logs cost that matches the x-litellm-response-cost header (LIT-4076) - OpenAI /chat/completions streams real content, and a non-streamed call is costed - Bedrock Converse /chat/completions returns real content non-streamed and streamed The streaming checks aggregate delta content and parse every chunk as JSON, so a clean-but-empty stream or a truncated chunk fails instead of passing on a bare 200. * test(e2e): add tool-use coverage for openai, bedrock converse, anthropic responses Function-calling regression guards on the paths the customer's agentic SDK usage exercises: OpenAI and Bedrock Converse /chat/completions, and Anthropic /v1/responses. The model is forced to call a weather tool and the test asserts the returned tool call names the function and carries JSON-parseable arguments with the expected field, so a dropped tool_call or malformed argument JSON fails instead of passing on a bare 200. Adds a minimal tool_calls field to the response OutMessage. * test(e2e): cover bedrock converse responses + thinking Adds llm.responses.bedrock_converse.basic/tool_use and llm.chat_completions.bedrock_converse.thinking. The thinking test enables extended thinking and requires reasoning_content plus a real answer, so a path that drops the reasoning block fails rather than passing. * test(e2e): cover bedrock embeddings + openai structured output and reasoning Bedrock Titan embeddings return a real vector; OpenAI structured output must yield schema-conforming JSON with the correct extracted values (age==42, not just valid JSON); an OpenAI reasoning call must report reasoning tokens, so a non-reasoning fallback fails. Adds response_format to ChatBody and reasoning-token details to Usage. * test(e2e): cover vision + streaming tool calls on openai and bedrock converse Vision on both providers must describe the image (not just 200); the streamed OpenAI tool call is reassembled from its fragments and its argument JSON parsed, so a stream that never completes the call or splits its JSON fails. Extends ChatMessage content to a typed text/image union. * test(e2e): cover openai prompt caching hit on repeated large prefix A repeated large-prefix prompt must report cached prompt tokens on the second call, so a cache regression that stops reusing the prefix (and silently re-bills full input) fails here. * test(e2e): cover openai audio speech + bedrock rerank and image generation Marks the OpenAI TTS cell and adds Bedrock Titan rerank (top_n honored, scored) and Bedrock Titan image generation (returns b64/url), the customer's non-chat AWS surfaces. * test(e2e): cover end-user (customer) create persistence mgmt.end_user.new.happy_path: create an end-user via /customer/new and confirm /customer/info reports it, the end-user-identity surface the customer relies on for per-customer controls. Adds customer models + management-client methods. * test(e2e): enforce key model allow-list on the passthrough route other.auth.passthrough.model_allowlist_enforced: a key scoped to gemini must be denied a claude call through the anthropic passthrough route (403), so custom-auth scoping is not bypassable by going through passthrough instead of /chat/completions. * test(e2e): address Greptile - assert stream data events, correlate messages spend by key - streaming: assert len(stream_events) > 1 instead of chunks > 1, since chunks counts the terminal data: [DONE] marker and would pass a single content event - messages cost: correlate the spend row by the unique scoped key rather than the Anthropic response id, which need not equal the proxy spend-log request_id |
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| .. | ||
| agent_tests | ||
| audio_tests | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| benchmarks | ||
| code_coverage_tests | ||
| documentation_tests | ||
| e2e | ||
| enterprise | ||
| guardrails_tests | ||
| image_gen_tests | ||
| integration | ||
| litellm | ||
| litellm-proxy-extras | ||
| litellm_core_utils | ||
| litellm_utils_tests | ||
| 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_behavior | ||
| proxy_e2e_anthropic_messages_tests | ||
| proxy_migration_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 | ||
| _fake_openai_endpoint_server.py | ||
| _flush_vcr_cache.py | ||
| _live_test_helpers.py | ||
| _openai_record_replay_proxy.py | ||
| _vcr_conftest_common.py | ||
| _vcr_redis_persister.py | ||
| _ws_vcr.py | ||
| eval_swe_bench.py | ||
| fake_openai_endpoint.py | ||
| gettysburg.wav | ||
| large_text.py | ||
| openai_batch_completions.jsonl | ||
| pyrightconfig.json | ||
| README.MD | ||
| test_anthropic_compaction_usage.py | ||
| test_budget_management.py | ||
| test_callbacks_on_proxy.py | ||
| test_config.py | ||
| test_debug_warning.py | ||
| test_default_encoding_non_root.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_new_vector_store_endpoints.py | ||
| test_openai_endpoints.py | ||
| test_organizations.py | ||
| test_otel_thread_leak.py | ||
| test_passthrough_endpoints.py | ||
| test_presidio_latency.py | ||
| test_proxy_server_non_root.py | ||
| test_ratelimit.py | ||
| test_resource_cleanup.py | ||
| test_service_logger_otel.py | ||
| test_spend_logs.py | ||
| test_team.py | ||
| test_team_logging.py | ||
| test_team_members.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.