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litellm/tests/test_litellm
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Cursor Agent 1ac5beea72
fix(triage): bugbot — tighten linked-issue regex, fail-safe author_association, fix empty TRIAGE_MODEL 
Three independent bugbot findings against triage_with_llm.py:

1. LINKED_ISSUE_PATTERN included weak keywords (`see`, `ref`,
   `addresses`) so casual mentions like "See #1234 for context" were
   short-circuited to pass-linked-issue without ever calling the LLM —
   contradicting the prompt's own "a bare issue number without a closing
   keyword counts only if it's clearly the related issue (not a passing
   mention)" rubric. Limit the regex to GitHub's documented PR-closing
   keywords (fixes/fix/fixed/closes/close/closed/resolves/resolve/resolved).

2. is_internal_contributor() treated an empty/missing author_association
   as external (eligible for the destructive close path), while the sibling
   is_external_pr_author() in close_low_quality_prs.py fail-safes the same
   case as internal. Align the two so a partial/unknown GitHub response can
   never make a PR eligible for auto-close.

3. argparse `default=os.environ.get("TRIAGE_MODEL", DEFAULT_MODEL)` returns
   the empty string when GitHub Actions exposes an unset repo variable as
   an empty-string env var (the optional vars.TRIAGE_MODEL case in the
   workflow). Use `os.environ.get(...) or DEFAULT_MODEL` so empty -> default,
   matching the existing OPENAI_BASE_URL pattern.

Tests:
- Casual mentions now must fall through to the LLM (parametrized);
  added an orchestration test ensuring "See #1234" reaches the judge.
- Empty/missing author_association now fails safe (parametrized).
- Empty TRIAGE_MODEL env var falls back to DEFAULT_MODEL; explicit
  TRIAGE_MODEL is still honored.

Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
2026-05-17 21:19:51 +00:00
..
a2a_protocol style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
anthropic_interface/exceptions style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
caching chore(caching): remove allow_legacy_unscoped_cache_hits opt-in 2026-05-04 22:16:30 +00:00
completion_extras fix(responses): normalize chat tool_choice for completions→responses bridge (#27634) 2026-05-11 10:24:34 -07:00
containers chore(container): use delete_cache, json-encode scope key, clean test 2026-05-05 00:43:47 +00:00
enterprise fix(managed_batches): convert raw output_file_id to managed ID in CheckBatchCost poller (#27984) 2026-05-15 04:41:38 -07:00
expected_fine_tuning_api refactor: refactor testing 2026-03-28 18:39:32 -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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
google_genai fix(gemini): normalize response_schema on native generateContent (#27775) 2026-05-12 23:26:34 -07:00
images fix(image_edit): read vertex_project/location from litellm_params in Imagen get_complete_url 2026-04-21 15:03:40 +05:30
integrations feat(otel): set http.response.status_code on the success SERVER span (#28090) 2026-05-16 15:29:56 -07:00
interactions test(interactions): validate response fields against Interaction schema 2026-05-15 21:13:36 -07:00
litellm_core_utils feat(otel): OTel-standard attributes on the proxy SERVER span (status code, route/path, preprocessing latency) (#28040) 2026-05-16 13:45:08 -07:00
llms fix(bedrock-mantle): use /anthropic/v1/messages path for Mantle endpo… (#27976) 2026-05-15 13:31:59 -07:00
ocr chore: reject bare str at file-input sinks to prevent local-file read (#27762) 2026-05-12 16:40:07 -07:00
passthrough refactor: trim explanatory comments from streaming-flush fix 2026-04-30 02:39:28 +00:00
proxy fix(mcp-oauth): PROXY_BASE_URL escape hatch + diagnostic logging for {"detail":"invalid_request"} (#28086) 2026-05-16 17:48:03 -07:00
responses fix(responses): preserve cache_control in Responses API -> Chat Completion transformation (#27727) 2026-05-13 12:17:06 -07:00
router_strategy feat: selectively apply routing strategy according to model name 2026-05-04 13:27:32 -07:00
router_utils fix(responses): register cooldowns on failure + fail fast on stale encrypted_content (#27820) 2026-05-13 09:03:13 -07:00
secret_managers Implement normalize_nonempty_secret_str function to trim whitespace from secrets and treat empty values as unset. Update proxy_server to use this function for Grafana credentials. Enhance tests to validate the new normalization behavior. 2026-05-04 18:17:31 +00:00
test_router fix: use atomic increment-first pattern for model RPM rate limiting 2026-02-24 09:55:07 -03:00
types Merge pull request #25256 from BerriAI/litellm_ishaan_april6 2026-04-17 16:26:45 -07:00
vector_stores style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
__init__.py
conftest.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
log.txt
readme.md
test_a2a_registry_lookup.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_acompletion_session_reuse_e2e.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_add_deployment_no_master_key.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_aembedding_session_reuse_e2e.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_anthropic_beta_headers_filtering.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_anthropic_skills_transformation.py fix: encode upstream URL path identifiers 2026-04-29 22:02:39 -07:00
test_azure_video_router.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_bedrock_anthropic_1hr_cache_pricing.py fix(bedrock): add 1-hour cache write tier for Claude 4.5/4.6/4.7 (Global, US) 2026-04-29 19:21:57 +00:00
test_chat_ui_responses_session.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_claude_haiku_4_5_config.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_claude_opus_4_6_config.py Revert "Merge pull request #24164 from dongyu-turo/feat/update-bedrock-claude-price-above-200k" 2026-04-25 15:04:05 -03:00
test_claude_sonnet_4_6_config.py fix(bedrock-mantle): use /anthropic/v1/messages path for Mantle endpo… (#27976) 2026-05-15 13:31:59 -07:00
test_completion_timeout_resolution.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_compression.py Prompt Compression - add it to the proxy (#25729) 2026-04-20 15:08:00 -07:00
test_constants.py Fix test 2026-03-27 21:21:43 +05:30
test_container_router.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_cost_calculation_log_level.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_cost_calculator.py fix(pricing): GPT-4o-Transcribe Pricing (#27875) 2026-05-13 17:42:05 -07:00
test_count_tokens_public_api.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_dashscope_image_generation.py fix(dashscope): fail fast on image generation API errors 2026-04-23 18:41:01 +05:30
test_deepseek_model_metadata.py Revert "Merge pull request #16590 from Chesars/refactor/remove-backup-file-dry-principle" 2026-04-25 17:10:41 -03:00
test_dockerfile_non_root.py fix(docker.non_root): use numeric UID 65534 for K8s runAsNonRoot (#26268) 2026-04-22 18:00:04 -07:00
test_eager_tiktoken_load.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_exception_exports.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_exception_header_preservation.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_exception_mapping_request_attribute.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_filter_out_litellm_params.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_get_blog_posts.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_github_close_low_quality_prs.py fix(triage): bugbot — drop dead gh_json and fix --optout-label append-with-default 2026-05-17 21:19:39 +00:00
test_github_triage_with_llm.py fix(triage): bugbot — tighten linked-issue regex, fail-safe author_association, fix empty TRIAGE_MODEL 2026-05-17 21:19:51 +00:00
test_gpt_image_cost_calculator.py Add gpt-image-2 support (#26644) (#26705) 2026-04-28 20:10:42 -07:00
test_groq_streaming_encoding.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_lazy_imports.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_lowest_latency_zero_tokens.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_main.py Match litellm.completion supported model parameters with proxy model info (#27720) 2026-05-12 08:25:01 -07:00
test_main_module_header.py Add main module header comment 2026-05-06 00:26:17 +00:00
test_model_cost_aliases.py [Feat] - Ishaan main merge branch (#23596) 2026-03-14 09:40:00 -07:00
test_model_param_helper.py style: black format test_model_param_helper.py 2026-04-15 18:18:52 -07:00
test_model_response_normalization.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_nested_drop_params.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_openai_embedding_encoding_format_default.py fix(embeddings): allow omitting encoding_format via env sentinel none 2026-05-01 23:03:13 +05:30
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_redact_string_in_error_paths.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_redis.py fix: Fix Redis Sentinel client handling to solve authentication error… (#26302) 2026-05-13 14:06:58 -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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_responses_id_security.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_retrieve_batch_bedrock_dispatch.py feat(batch-job): bedrock batch model invocation job retrieval (#26834) 2026-05-11 13:22:26 -07:00
test_router.py test(router): cover _try_early_resolve_deployments_for_model_not_in_names 2026-05-02 00:18:45 +00:00
test_router_google_genai.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_router_model_cost_isolation.py fix(router): register model info under responses/-stripped variant (#27531) 2026-05-09 20:30:18 +00:00
test_router_order_fallback.py fix(router): enable order fallback for wildcard model groups 2026-04-15 17:48:25 +05:30
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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_router_silent_experiment.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_router_weighted_failover.py feat: add weighted-routing failover (#27980) 2026-05-15 17:28:54 +00:00
test_secret_redaction.py Unify secret redaction patterns 2026-05-01 17:24:21 +00:00
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 test: test 2026-03-28 19:17:38 -07:00
test_shared_session_integration.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_ssl_verify_unit.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_system_message_format_bug.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_utils.py fix(cost): align vertex_ai/gemini-embedding-2-preview with Vertex multimodal pricing (#27848) 2026-05-13 19:05:53 +00:00
test_utils_module_docstring.py Add utils module docstring 2026-05-06 00:42:49 +00:00
test_uuid_helper.py
test_vcr_safe_body_matcher.py test: add 24hr Redis-backed VCR cache to additional test suites (#27159) 2026-05-05 15:13:31 -07:00
test_video_generation.py feat(gemini): Veo Lite pricing, size→resolution, usage video_resolution for cost tiers 2026-04-08 19:50:50 +05:30
test_xai_grok_4_3_model_metadata.py feat(xai): add grok-4.3 and grok-4.3-latest to model_prices_and_conte… (#27154) 2026-05-07 09:06:56 -07:00
test_xai_responses_auto_routing.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00

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