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litellm/tests/test_litellm
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Nicholas Gigliotti cb66672017 Replace hardcoded Bedrock native structured output model set with cost JSON lookup 
Move the source of truth for which Bedrock models support native structured
outputs (outputConfig.textFormat) from a hardcoded substring set
(BEDROCK_NATIVE_STRUCTURED_OUTPUT_MODELS) to the cost JSON via a new
"supports_native_structured_output" flag. This makes it possible to add
support for new models (including Claude Sonnet 4.6, which was missing)
by updating the JSON alone, with no code changes needed.
2026-03-26 20:23:12 -04:00
..
a2a_protocol [Fix] A2a Agent Gateway Fixes - A2A agents deployed with localhost/internal URLs in their agent cards (e.g., http://0.0.0.0:8001/) (#20604) 2026-02-06 15:02:34 -08:00
anthropic_interface/exceptions
caching Litellm ishaan march 20 (#24303) 2026-03-21 12:40:11 -07:00
completion_extras style: apply black formatting to test file 2026-03-14 21:19:03 +08:00
containers fix: add missing OpenAI chat completion params to OPENAI_CHAT_COMPLETION_PARAMS (#21360) 2026-02-16 20:31:21 -08:00
enterprise Revert "[Fix] Populate _hidden_params.model_id in batch terminal-state shortcut path" 2026-03-13 12:21:39 -07:00
expected_responses_api_request [Feat] Adds support for server-side compaction on the OpenAI Responses API context_management (#21058) 2026-02-12 10:00:30 -08:00
experimental_mcp_client feat(mcp): add token authentication support for MCP servers 2026-03-10 18:33:08 +02:00
google_genai Revert "QA: improve gpt-5.4 code/bugs" 2026-03-13 10:15:47 -07:00
images Root cause fix - migrate all logging update to use 1 function - for centralized kwarg updates (#23659) 2026-03-15 23:21:01 -07:00
integrations test(prometheus): add tests for spend_logs_metadata in custom labels 2026-03-23 11:02:21 -07:00
interactions [Staging] - Ishaan March 17th (#23903) 2026-03-18 15:09:01 -07:00
litellm_core_utils Merge pull request #23818 from BerriAI/litellm_oss_staging_03_17_2026 2026-03-21 14:54:39 -07:00
llms Replace hardcoded Bedrock native structured output model set with cost JSON lookup 2026-03-26 20:23:12 -04:00
ocr Enable local file support for OCR (#22133) 2026-02-27 10:50:02 -08:00
passthrough fix(passthrough): propagate Azure 429/5xx errors in async streaming instead of silent HTTP 200 (#22913) 2026-03-05 10:12:43 -08:00
proxy fix(proxy): ignore return_to in SSO when control_plane_url is not configured 2026-03-23 21:54:29 -07:00
responses fix: prevent double prompt management in async path, preserve optional params 2026-03-18 17:09:28 +05:30
router_strategy [Feat] - Ishaan main merge branch (#23596) 2026-03-14 09:40:00 -07:00
router_utils feat(router): add per-model-group deployment affinity configuration 2026-03-19 14:44:01 +05:30
secret_managers fix(tests): isolate flaky files endpoint tests from global proxy state (#21788) 2026-02-21 11:20:32 -08:00
test_router fix: use atomic increment-first pattern for model RPM rate limiting 2026-02-24 09:55:07 -03:00
types merge: resolve conflicts between main and litellm_oss_staging_03_11_2026 2026-03-12 09:38:31 -03:00
vector_stores litellm_fix_mapped_tests_core: fix test isolation and mock injection issues (#20209) 2026-01-31 17:53:54 -08:00
__init__.py
conftest.py Fix test isolation: clear litellm.callbacks and model_fallbacks between tests 2026-03-15 16:43:15 -07:00
log.txt
readme.md
test_a2a_registry_lookup.py [Feat] Use A2A registered agents with /chat/completions (#20362) 2026-02-03 15:25:38 -08:00
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 Refactor: Filtering beta header after transformation 2026-03-16 10:47:15 +05:30
test_anthropic_skills_transformation.py Clean up skills test: remove duplicate imports, parameterize mock HTTP method (#23360) 2026-03-11 22:10:27 +05:30
test_azure_video_router.py
test_chat_ui_responses_session.py [Docs] Fix "Page Not Found" link for Anthropic endpoint (#23349) 2026-03-11 20:17:41 +05:30
test_claude_haiku_4_5_config.py
test_claude_opus_4_6_config.py Fix apac.anthropic.claude-sonnet-4-6 -> au.anthropic.claude-sonnet-4-6 (#21466) 2026-03-05 15:54:26 -08:00
test_constants.py added configurable env for mcp timeouts (#22287) 2026-03-02 13:13:41 -08:00
test_container_router.py
test_cost_calculation_log_level.py fix(tests): use record.getMessage() instead of record.message for LogRecord 2026-02-18 11:46:32 -03:00
test_cost_calculator.py Revert "fix(whisper): correct output_cost_per_second pricing and cost calcula…" 2026-03-21 20:44:52 +05:30
test_count_tokens_public_api.py merge: resolve conflicts between main and litellm_oss_staging_03_11_2026 2026-03-12 09:38:31 -03:00
test_deepseek_model_metadata.py fix(model-info): sync DeepSeek model metadata and add bare-name fallback (#20885) 2026-02-11 12:48:10 +05:30
test_eager_tiktoken_load.py Fix test isolation: run eager tiktoken tests in subprocesses 2026-03-15 17:32:31 -07:00
test_exception_exports.py fix: export PermissionDeniedError from litellm.__init__ 2026-02-11 13:39:19 +01:00
test_exception_header_preservation.py Update test to righ place 2026-02-26 13:26:51 -08:00
test_exception_mapping_request_attribute.py
test_filter_out_litellm_params.py
test_get_blog_posts.py feat: fetch blog posts from docs RSS feed instead of static JSON on GitHub 2026-03-16 15:55:16 -07:00
test_gpt_image_cost_calculator.py Fix gpt-image-1.5 cost calculation not including output image tokens (#19515) 2026-01-22 19:42:15 -08:00
test_groq_streaming_encoding.py
test_lazy_imports.py
test_litellm_params_reserved_keys.py fix(snowflake): transform tool_choice string to object format (#23268) 2026-03-11 01:41:24 +05:30
test_logging.py fix:Parse embedded JSON in the message field of logs (#20366) 2026-02-10 16:13:33 +05:30
test_lowest_latency_zero_tokens.py
test_main.py fix(azure): auto-route gpt-5.4+ tools+reasoning to Responses API 2026-03-17 23:06:39 -03:00
test_model_cost_aliases.py [Feat] - Ishaan main merge branch (#23596) 2026-03-14 09:40:00 -07:00
test_model_param_helper.py perf: cache _get_relevant_args_to_use_for_logging() at module level (#20077) 2026-02-02 10:54:49 -08:00
test_model_response_normalization.py fix(types): remove StreamingChoices from ModelResponse, use ModelResponseStream 2026-02-20 17:47:42 -03:00
test_nested_drop_params.py
test_project_alias_tracking.py feat(proxy): add project_alias tracking through callback metadata pipeline 2026-03-23 10:44:17 -07:00
test_project_tags_pydantic.py fix: req changes 2026-02-27 13:33:34 +05:30
test_redis.py fix(cache): Fix Redis cluster caching (#23480) 2026-03-17 08:32:01 -07:00
test_register_model_custom_pricing.py test: fix misleading precedence test per review feedback 2026-03-02 08:31:33 +00:00
test_responses_api_bridge_non_stream.py fix: Pydantic will fail to parse it because cached_tokens is required but not provided 2026-01-28 11:51:26 +05:30
test_responses_id_security.py Fix responses ID security test for new request_cache parameter 2026-03-04 11:29:51 -03:00
test_router.py Merge pull request #22390 from Harshit28j/litellm_langfuse-session-trace-fix 2026-03-14 12:49:04 -07:00
test_router_google_genai.py
test_router_model_cost_isolation.py [Fix] prevent shared backend model key from being polluted by per-deployment custom pricing (#20679) 2026-02-09 19:38:44 -08:00
test_router_per_deployment_num_retries.py Bugfix/19481 num retries env var type (#19507) 2026-01-22 19:39:58 -08:00
test_router_redis_init.py fix: handle deprecated 'redis_db' arg to prevent crash (#19808) 2026-02-02 18:18:05 +05:30
test_router_retry_non_retryable_errors.py Reapply "feat: add model_cost aliases expansion support" 2026-03-12 13:36:57 -03:00
test_router_silent_experiment.py Update tests/test_litellm/test_router_silent_experiment.py 2026-03-14 16:47:56 +05:30
test_secret_redaction.py fix: add key-name-based secret redaction to catch secrets in config dict dumps 2026-03-21 11:44:49 -07:00
test_service_logger.py fix(proxy): fix master key rotation Prisma validation errors (#21330) 2026-02-16 15:13:05 -08:00
test_setup_wizard.py [Staging] - Ishaan March 17th (#23903) 2026-03-18 15:09:01 -07:00
test_shared_session_integration.py
test_ssl_verify_unit.py BUMP Enterprise PIP 2026-02-14 13:40:48 -08:00
test_stream_chunk_builder_annotations.py fix: merge annotations from all streaming chunks in stream_chunk_builder 2026-03-15 14:20:45 +05:30
test_streaming_connection_cleanup.py fix: add debug logging to stream cleanup, improve tests 2026-02-14 17:31:39 -08:00
test_system_message_format_bug.py
test_utils.py Fix test_aaamodel_prices_and_context_window_json_is_valid 2026-03-20 23:35:00 +05:30
test_uuid_helper.py
test_video_generation.py Add new videos transformation 2026-03-16 17:56:21 +05:30
test_xai_responses_auto_routing.py Add routing of xai chat completions to responses when web search options is present 2026-01-30 14:15:35 +05:30

readme.md

Testing for litellm/

This directory 1:1 maps the the litellm/ directory, and can only contain mocked tests.

The point of this is to:

  1. Increase test coverage of litellm/
  2. 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.py maps to litellm/proxy/caching_routes.py
  • test_<filename>.py maps to litellm/<filename>.py