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litellm/tests/local_testing
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ryan-crabbe-berri b76def0e5d
test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 
`pytest.raises(Exception)` with no `match=` passes on any error that broad. A
TypeError from a refactor, a botched fixture, an import that moved: all of them
read as the rejection the test claims to police, so the test goes green for the
wrong reason and stays green after the behaviour it guards is gone.

PT011 closes that gap for the 317 sites B017 could not reach, because B017 only
fires on a single-statement body with no `as e` binding. Each pattern here is the
message the code actually raised, recorded by running the sites under a plugin
that logged the concrete type and text per call site, so the assertions describe
observed behaviour rather than a guess. Where a site raises more than one message
across its parametrize cases, the pattern is an alternation of what was seen;
where the exception carries an empty `str()` and puts the text on `.message`, the
site keeps a narrow `noqa` with the reason.

PT014 removes four parametrize cases that were listed twice. The duplicate re-runs
an assertion that already passed, and it usually marks a case someone meant to
vary and forgot to edit.
2026-08-20 20:24:49 -07:00
..
.litellm_cache refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
auto_router [Feat] Backend Router - Add Auto-Router powered by semantic-router (#12955) 2025-07-24 18:32:56 -07:00
example_config_yaml test: test 2026-03-28 19:17:38 -07:00
test_configs test: test 2026-03-28 19:17:38 -07:00
test_model_response_typing LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590) 2024-11-07 04:17:05 +05:30
azure_fine_tune.jsonl refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
azure_speech.mp3 [Feat] Add Azure AVA TTS integration (#15749) 2025-10-20 16:52:23 -07:00
batch_job_results_furniture.jsonl refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
cache_unit_tests.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
conftest.py feat: declarative fallback generalizations for unknown models (#29718) 2026-06-27 21:01:19 -07:00
create_mock_standard_logging_payload.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
data_map.txt refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
eagle.wav refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
example.jsonl VertexAI non-jsonl file storage support (#9781) 2025-04-09 14:01:48 -07:00
gettysburg.wav refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
large_text.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
model_cost.json refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
openai_batch_completions.jsonl refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
openai_batch_completions_router.jsonl refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
speech_vertex.mp3 refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
stream_chunk_testdata.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_acompletion.py Complete o3 model support (#8183) 2025-02-02 22:36:37 -08:00
test_acompletion_fallbacks.py (core sdk fix) - fix fallbacks stuck in infinite loop (#7751) 2025-01-13 19:34:34 -08:00
test_acooldowns_router.py test: test 2026-03-28 19:17:38 -07:00
test_add_function_to_prompt.py LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590) 2024-11-07 04:17:05 +05:30
test_aim_guardrails.py test: enforce PT012 so a pytest.raises block cannot hide dead assertions (#37748) 2026-08-20 19:36:26 -07:00
test_alangfuse.py test: update key names 2026-03-28 21:13:16 -07:00
test_amazing_vertex_completion.py test: remove tests that never execute 2026-08-12 10:45:38 -07:00
test_anthropic_prompt_caching.py fix(anthropic): self-heal on missing thinking-signature errors from Bedrock/Vertex (#33719) 2026-07-17 18:18:38 +00:00
test_arize_ai.py test: rename env var 2026-03-28 20:27:39 -07:00
test_arize_phoenix.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_assistants.py test(vcr): close out the remaining VCR live-call leaks (#29603) 2026-06-03 13:46:43 -07:00
test_async_fn.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_auth_utils.py test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
test_azure_anthropic_sync_post.py fix(mcp): honor server_id for REST tool calls with shared upstream URLs (#30184) 2026-06-12 07:25:53 -07:00
test_azure_openai.py test: test 2026-03-28 19:17:38 -07:00
test_azure_perf.py test: test 2026-03-28 19:17:38 -07:00
test_basic_python_version.py fix(deps): raise aiohttp floor to 3.14.2 to clear pooled-connection timeouts 2026-07-31 00:08:20 -07:00
test_batch_completion_return_exceptions.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_batch_completions.py replace retired claude-3-haiku-20240307 with claude-haiku-4-5-20251001 in local_testing part1 and router fallback tests 2026-04-20 16:10:45 -07:00
test_blocked_user_list.py fix(tests): skip remaining real prisma DB tests in CI and related test suites 2026-02-20 13:25:42 -03:00
test_braintrust.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_budget_manager.py Litellm ruff linting enforcement (#5992) 2024-10-01 19:44:20 -04:00
test_cache_preset_key.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_caching.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_caching_handler.py test: replace blind sleeps with deadline waits in callback and caching tests (#37660) 2026-08-20 18:48:43 +00:00
test_caching_ssl.py Merge main and resolve conflict in test_router_client_init.py 2026-03-30 18:44:33 -07:00
test_class.py test: test 2026-03-28 19:17:38 -07:00
test_completion.py test: point the live together_ai suites at a model together still serves (#37746) 2026-08-20 18:53:27 -07:00
test_completion_cost.py test: enforce PT012 so a pytest.raises block cannot hide dead assertions (#37748) 2026-08-20 19:36:26 -07:00
test_completion_with_retries.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_config.py test(proxy): assert _delete_deployment's still-desired id set instead of a delete count 2026-08-01 14:36:30 -07:00
test_cost_calc.py fix(main): stop per-request custom pricing from clobbering shared model_cost pricing (#32163) 2026-07-07 10:25:31 -07:00
test_custom_callback_input.py test: replace blind sleeps with deadline waits in callback and caching tests (#37660) 2026-08-20 18:48:43 +00:00
test_custom_llm.py test: add six ruff rules that catch tests which cannot fail (#37709) 2026-08-20 14:21:26 -07:00
test_custom_logger.py test: add six ruff rules that catch tests which cannot fail (#37709) 2026-08-20 14:21:26 -07:00
test_disk_cache_unit_tests.py LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705) 2024-11-12 22:50:51 +05:30
test_docker_no_network_on_deploy.py build: migrate packaging, CI, and Docker from Poetry to uv (#25007) 2026-04-09 11:46:23 -07:00
test_dual_cache.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_dynamic_rate_limit_handler.py test: remove tests that never execute 2026-08-12 10:45:38 -07:00
test_embedding.py fix(bedrock): drop strict/additionalProperties from toolSpec for Claude Sonnet 4 (#31943) 2026-07-01 23:56:25 -07:00
test_exceptions.py test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
test_fake_openai_endpoint.py test(ci): serve /moderations from the canned OpenAI mock (#37739) 2026-08-20 16:58:38 -07:00
test_file_types.py test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
test_function_call_parsing.py Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
test_function_calling.py test: enforce PT012 so a pytest.raises block cannot hide dead assertions (#37748) 2026-08-20 19:36:26 -07:00
test_function_setup.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_gcs_bucket.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_gcs_cache_unit_tests.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_gemini_reasoning_content.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_get_llm_provider.py test(lint): ban blind pytest.raises(Exception) with ruff B017 (#37731) 2026-08-20 18:09:42 -07:00
test_get_model_file.py Revert "Merge pull request #16590 from Chesars/refactor/remove-backup-file-dry-principle" 2026-04-25 17:10:41 -03:00
test_get_model_info.py test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
test_get_optional_params_embeddings.py Litellm oss staging (#29492) 2026-06-02 08:48:10 -07:00
test_get_optional_params_functions_not_supported.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_google_ai_studio_gemini.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_guardrails_ai.py LiteLLM Minor Fixes & Improvements (10/15/2024) (#6242) 2024-10-16 07:32:06 -07:00
test_helicone_integration.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_http_parsing_utils.py test_http_parsing_utils.py 2025-07-10 18:20:41 -07:00
test_img_resize.py fix: Support WebP image format and avoid token calculation error (#7182) 2024-12-12 14:32:39 -08:00
test_langchain_ChatLiteLLM.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_least_busy_routing.py test: fixes because azure deactivated our account 2025-10-25 15:10:45 -07:00
test_litellm_max_budget.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_llm_guard.py ci: lint the test tree for undefined names and fix all 30 (#37671) 2026-08-20 13:30:34 -07:00
test_load_test_router_s3.py fix tests 2025-10-25 10:19:24 -07:00
test_loadtest_router.py test: test 2026-03-28 19:17:38 -07:00
test_logging.py LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590) 2024-11-07 04:17:05 +05:30
test_longer_context_fallback.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_lowest_cost_routing.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_lowest_latency_routing.py test: point router/completion/triton tests at the local fake OpenAI endpoint (#30900) 2026-06-20 16:20:35 -07:00
test_lunary.py fix(tests): drop module-level test calls that break local_testing collection (#29520) 2026-06-02 13:07:05 -07:00
test_max_tpm_rpm_limiter.py (refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208) 2024-10-14 16:34:01 +05:30
test_mem_leak.py LiteLLM Minor Fixes & Improvements (10/30/2024) (#6519) 2024-11-02 00:44:32 +05:30
test_mem_usage.py fix tests 2025-10-25 10:19:24 -07:00
test_mock_request.py test: enforce PT012 so a pytest.raises block cannot hide dead assertions (#37748) 2026-08-20 19:36:26 -07:00
test_model_alias_map.py test: move the remaining live groq call sites off the retired llama models (#37426) 2026-08-18 20:26:17 -07:00
test_multiple_deployments.py fix(tests): drop module-level test calls that break local_testing collection (#29520) 2026-06-02 13:07:05 -07:00
test_no_top_level_test_invocations.py fix(tests): drop module-level test calls that break local_testing collection (#29520) 2026-06-02 13:07:05 -07:00
test_ollama.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_ollama_local.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_ollama_local_chat.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_openai_moderations_hook.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_opik.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_pass_through_endpoints.py fix(passthrough): stream non-sse passthrough responses instead of buffering in memory (#32386) 2026-07-07 20:51:15 -07:00
test_profiling_router.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_prometheus_service.py [Release Fix] (#22411) 2026-02-28 09:46:35 -08:00
test_prompt_caching.py claude-sonnet-4-5-20250929 fix 2025-10-31 18:20:52 -07:00
test_prompt_injection_detection.py test: test 2026-03-28 19:17:38 -07:00
test_provider_specific_config.py Litellm fix update bedrock models (#24947) 2026-04-01 19:22:54 -07:00
test_pydantic.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_pydantic_namespaces.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_redis_batch_optimizations.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_register_model.py fix(tests): drop import-time completion call in test_register_model (#29521) 2026-06-02 16:10:43 -07:00
test_responses_stream_cache_keys.py fix(cache): persist and replay streamed Responses API requests (#24580) 2026-05-01 11:55:36 +05:30
test_router.py test: move the remaining live groq call sites off the retired llama models (#37426) 2026-08-18 20:26:17 -07:00
test_router_batch_completion.py test: move the remaining live groq call sites off the retired llama models (#37426) 2026-08-18 20:26:17 -07:00
test_router_budget_limiter.py test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
test_router_caching.py test: test 2026-03-28 19:17:38 -07:00
test_router_client_init.py test_router_init_azure_service_principal_with_secret_with_environment_variables 2026-03-30 21:15:53 -07:00
test_router_cooldown_handlers.py test: test 2026-03-28 19:17:38 -07:00
test_router_custom_routing.py chore: litellm oss staging (#31185) 2026-06-26 09:17:44 -07:00
test_router_debug_logs.py feat(cli): per-agent lite claude / codex / opencode commands that wrap coding agents through the proxy (#29850) 2026-06-10 13:52:26 -07:00
test_router_fallback_handlers.py test: point router/completion/triton tests at the local fake OpenAI endpoint (#30900) 2026-06-20 16:20:35 -07:00
test_router_fallbacks.py test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
test_router_get_deployments.py Fix:add async_get_available_deployment_for_pass_through in code tests 2026-01-16 16:37:44 +05:30
test_router_max_parallel_requests.py test: enforce PT012 so a pytest.raises block cannot hide dead assertions (#37748) 2026-08-20 19:36:26 -07:00
test_router_pattern_matching.py test: add six ruff rules that catch tests which cannot fail (#37709) 2026-08-20 14:21:26 -07:00
test_router_retries.py fix(tests): read CI_CD_DEFAULT_ANTHROPIC_MODEL env var instead of hardcoding model (#21781) 2026-02-21 10:46:49 -08:00
test_router_timeout.py Litellm fix update bedrock models (#24947) 2026-04-01 19:22:54 -07:00
test_router_utils.py test: test 2026-03-28 19:17:38 -07:00
test_router_with_fallbacks.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_rules.py Litellm ruff linting enforcement (#5992) 2024-10-01 19:44:20 -04:00
test_sagemaker.py Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
test_sagemaker_nova_integration.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_scheduler.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_secret_detect_hook.py test: add six ruff rules that catch tests which cannot fail (#37709) 2026-08-20 14:21:26 -07:00
test_spend_calculate_endpoint.py test fix 2025-09-01 17:04:47 -07:00
test_stream_chunk_builder.py test: move the remaining live groq call sites off the retired llama models (#37426) 2026-08-18 20:26:17 -07:00
test_streaming.py test: enforce PT012 so a pytest.raises block cannot hide dead assertions (#37748) 2026-08-20 19:36:26 -07:00
test_supabase_integration.py Litellm ruff linting enforcement (#5992) 2024-10-01 19:44:20 -04:00
test_team_config.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_text_completion.py test: point the live together_ai suites at a model together still serves (#37746) 2026-08-20 18:53:27 -07:00
test_timeout.py Litellm fix update bedrock models (#24947) 2026-04-01 19:22:54 -07:00
test_together_ai.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_tpm_rpm_routing_v2.py fix: drain logging worker in test_router_caching_ttl to remove flake 2026-04-23 14:48:02 -07:00
test_ui_sso_helper_utils.py LiteLLM Minor Fixes & Improvements (10/17/2024) (#6293) 2024-10-17 22:09:11 -07:00
test_unit_test_caching.py style: black format test_unit_test_caching.py 2026-04-15 18:19:04 -07:00
test_update_spend.py fix(tests): skip remaining real prisma DB tests in CI and related test suites 2026-02-20 13:25:42 -03:00
test_validate_environment.py refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
test_wandb.py fix(tests): drop module-level test calls that break local_testing collection (#29520) 2026-06-02 13:07:05 -07:00
user_cost.json refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
vertex_ai.jsonl refactor: move all testing to top-level of repo 2024-09-28 21:08:14 -07:00
vertex_batch_completions.jsonl (feat) add Vertex Batches API support in OpenAI format (#7032) 2024-12-04 19:40:28 -08:00
vertex_key.json test: update to new vertex ai keys 2026-03-28 20:19:05 -07:00
whitelisted_bedrock_models.txt Litellm fix update bedrock models (#24947) 2026-04-01 19:22:54 -07:00