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* feat(proxy): add NO_OPENAPI env var to disable /openapi.json endpoint (#25696) * feat(proxy): add NO_OPENAPI env var to disable /openapi.json endpoint - Fixes #25538 * test(proxy): add tests for _get_openapi_url --------- Co-authored-by: Progressive-engg <lov.kumari55@gmail.com> * feat(prometheus): add api_provider label to spend metric (#25693) * feat(prometheus): add api_provider label to spend metric Add `api_provider` to `litellm_spend_metric` labels so users can build Grafana dashboards that break down spend by cloud provider (e.g. bedrock, anthropic, openai, azure, vertex_ai). The `api_provider` label already exists in UserAPIKeyLabelValues and is populated from `standard_logging_payload["custom_llm_provider"]`, but was not included in the spend metric's label list. * add api_provider to requests metric + add test Address review feedback: - Add api_provider to litellm_requests_metric too (same call-site as spend metric, keeps label sets in sync) - Add test_api_provider_in_spend_and_requests_metrics following the existing pattern in test_prometheus_labels.py * fix: ensure `litellm_metadata` is attached to `pre_call` guardrail to align with `post_call` guardrail (#25641) * fix: ensure `litellm_metadata` is attached to pre_call to align with post_call * refactor: remove unused BaseTranslation._ensure_litellm_metadata * refactor: module level imports for ensure_litellm_metadata and CodeQL * fix: update based off of Codex comment * revert: undo usage of `_guardrail_litellm_metadata` * feat: add pricing entry for openrouter/google/gemini-3.1-flash-lite-preview (#25610) * fix(bedrock): skip synthetic tool injection for json_object with no schema (#25740) When response_format={"type": "json_object"} is sent without a JSON schema, _create_json_tool_call_for_response_format builds a tool with an empty schema (properties: {}). The model follows the empty schema and returns {} instead of the actual JSON the caller asked for. This patch: - Skips synthetic json_tool_call injection when no schema is provided. The model already returns JSON when the prompt asks for it. - Fixes finish_reason: after _filter_json_mode_tools strips all synthetic tool calls, finish_reason stays "tool_calls" instead of "stop". Callers (like the OpenAI SDK) misinterpret this as a pending tool invocation. json_schema requests with an explicit schema are unchanged. Co-authored-by: Claude <noreply@anthropic.com> * fix(utils): allowed_openai_params must not forward unset params as None `_apply_openai_param_overrides` iterated `allowed_openai_params` and unconditionally wrote `optional_params[param] = non_default_params.pop(param, None)` for each entry. If the caller listed a param name but did not actually send that param in the request, the pop returned `None` and `None` was still written to `optional_params`. The openai SDK then rejected it as a top-level kwarg: AsyncCompletions.create() got an unexpected keyword argument 'enable_thinking' Reproducer (from #25697): allowed_openai_params = ["chat_template_kwargs", "enable_thinking"] body = {"chat_template_kwargs": {"enable_thinking": False}} Here `enable_thinking` is only present nested inside `chat_template_kwargs`, so the helper should forward `chat_template_kwargs` and leave `enable_thinking` alone. Instead it wrote `optional_params["enable_thinking"] = None`. Fix: only forward a param if it was actually present in `non_default_params`. Behavior is unchanged for the happy path (param sent → still forwarded), and the explicit `None` leakage is gone. Adds a regression test exercising the helper in isolation so the test does not depend on any provider-specific `map_openai_params` plumbing. Fixes #25697 --------- Co-authored-by: lovek629 <59618812+lovek629@users.noreply.github.com> Co-authored-by: Progressive-engg <lov.kumari55@gmail.com> Co-authored-by: Ori Kotek <ori.k@codium.ai> Co-authored-by: Alexander Grattan <51346343+agrattan0820@users.noreply.github.com> Co-authored-by: Mohana Siddhartha Chivukula <103447836+iamsiddhu3007@users.noreply.github.com> Co-authored-by: Amiram Mizne <amiramm@users.noreply.github.com> Co-authored-by: Claude <noreply@anthropic.com> |
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| .. | ||
| a2a_protocol | ||
| anthropic_interface/exceptions | ||
| caching | ||
| completion_extras | ||
| containers | ||
| enterprise | ||
| expected_fine_tuning_api | ||
| expected_responses_api_request | ||
| experimental_mcp_client | ||
| google_genai | ||
| images | ||
| integrations | ||
| interactions | ||
| litellm_core_utils | ||
| llms | ||
| ocr | ||
| passthrough | ||
| proxy | ||
| responses | ||
| router_strategy | ||
| router_utils | ||
| secret_managers | ||
| test_router | ||
| types | ||
| vector_stores | ||
| __init__.py | ||
| conftest.py | ||
| log.txt | ||
| readme.md | ||
| test_a2a_registry_lookup.py | ||
| test_acompletion_session_reuse_e2e.py | ||
| test_add_deployment_no_master_key.py | ||
| test_aembedding_session_reuse_e2e.py | ||
| test_anthropic_beta_headers_filtering.py | ||
| test_anthropic_skills_transformation.py | ||
| test_azure_video_router.py | ||
| test_chat_ui_responses_session.py | ||
| test_claude_haiku_4_5_config.py | ||
| test_claude_opus_4_6_config.py | ||
| test_completion_timeout_resolution.py | ||
| test_compression.py | ||
| test_constants.py | ||
| test_container_router.py | ||
| test_cost_calculation_log_level.py | ||
| test_cost_calculator.py | ||
| test_count_tokens_public_api.py | ||
| test_deepseek_model_metadata.py | ||
| test_eager_tiktoken_load.py | ||
| test_exception_exports.py | ||
| test_exception_header_preservation.py | ||
| test_exception_mapping_request_attribute.py | ||
| test_filter_out_litellm_params.py | ||
| test_get_blog_posts.py | ||
| test_gpt_image_cost_calculator.py | ||
| test_groq_streaming_encoding.py | ||
| test_lazy_imports.py | ||
| test_litellm_params_reserved_keys.py | ||
| test_logging.py | ||
| test_lowest_latency_zero_tokens.py | ||
| test_main.py | ||
| test_model_cost_aliases.py | ||
| test_model_param_helper.py | ||
| test_model_response_normalization.py | ||
| test_nested_drop_params.py | ||
| test_project_alias_tracking.py | ||
| test_project_tags_pydantic.py | ||
| test_redis.py | ||
| test_register_model_custom_pricing.py | ||
| test_responses_api_bridge_non_stream.py | ||
| test_responses_id_security.py | ||
| test_router.py | ||
| test_router_google_genai.py | ||
| test_router_model_cost_isolation.py | ||
| test_router_order_fallback.py | ||
| test_router_per_deployment_num_retries.py | ||
| test_router_redis_init.py | ||
| test_router_retry_non_retryable_errors.py | ||
| test_router_silent_experiment.py | ||
| test_secret_redaction.py | ||
| test_service_logger.py | ||
| test_setup_wizard.py | ||
| test_shared_session_integration.py | ||
| test_ssl_verify_unit.py | ||
| test_stream_chunk_builder_annotations.py | ||
| test_streaming_connection_cleanup.py | ||
| test_system_message_format_bug.py | ||
| test_utils.py | ||
| test_uuid_helper.py | ||
| test_video_generation.py | ||
| test_xai_responses_auto_routing.py | ||
Testing for litellm/
This directory 1:1 maps the the litellm/ directory, and can only contain mocked tests.
The point of this is to:
- Increase test coverage of
litellm/ - Make it easy for contributors to add tests for the
litellm/package and easily run tests without needing LLM API keys.
File name conventions
litellm/proxy/test_caching_routes.pymaps tolitellm/proxy/caching_routes.pytest_<filename>.pymaps tolitellm/<filename>.py