litellm/tests
mateo-berri 6a0fab4498 fix(responses): emit sequence_number, text.format, and usage details on Responses API stream
The /v1/responses streaming surface had three OpenAI-spec violations that
strict deserializers (Grok Build CLI, OpenAI SDK) reject:

1. sequence_number was dropped from the wire. The completion-transformation
   streaming iterator set event.__dict__["sequence_number"] = N after
   constructing the Pydantic model, but that mutates the instance dict
   without updating __pydantic_extra__, so model_dump() silently omits the
   field. 13 mutation sites converted to constructor kwargs; an additional
   5 event constructors that never set sequence_number at all (OutputTextDone,
   ContentPartDone, OutputTextAnnotationAdded, ReasoningSummaryTextDelta,
   ResponseCompleted) now do.

2. response.completed.response.text was hardcoded to {}. The spec requires
   text.format to be present. Default to {"format": {"type": "text"}}
   when the request didn't supply a text config; honor the request value
   otherwise.

3. usage.input_tokens_details and usage.output_tokens_details were dropped
   when upstream didn't provide prompt_tokens_details / completion_tokens_details.
   The spec requires both fields on every response.completed.usage. Both now
   always emit, defaulting to zero-valued details (cached_tokens=0,
   reasoning_tokens=0). This unblocks Anthropic chat-completion routes,
   which omit completion_tokens_details on tool-only function-call responses.

Verified end-to-end with Grok Build CLI 0.2.2 → LiteLLM → claude-haiku-4-5:
grok -p 'hi' --model litellm-haiku --output-format json returns clean JSON
with exit=0 and zero stderr errors. Confirmed across single-word, arithmetic,
multi-line, and 'grok models' catalog probes.

Tests:
- 4 contract-pinning usage tests updated to assert the new always-emit shape.
- 1 streaming-tool-call test that asserted the buggy __dict__ pattern updated
  to read sequence_number from model_dump() (the actual wire payload).
- 1 new regression test pins the Grok contract: every streaming event must
  carry sequence_number in model_dump() output, monotonic and unique.
2026-05-26 14:59:46 -07:00
..
agent_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
audio_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
basic_proxy_startup_tests build: migrate packaging, CI, and Docker from Poetry to uv (#25007) 2026-04-09 11:46:23 -07:00
batches_tests feat(openai): apply regional-processing cost uplift for EU/US data residency (#28626) 2026-05-25 20:36:14 -07:00
benchmarks Add CodSpeed performance benchmarks (#23676) 2026-03-14 18:44:36 -07:00
code_coverage_tests CI: copy of #25177 (OCI GenAI: embeddings, streaming/reasoning fixes, model catalog) (#28223) 2026-05-23 12:15:41 -07:00
documentation_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
enterprise chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
guardrails_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
image_gen_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
integration CI: copy of #25177 (OCI GenAI: embeddings, streaming/reasoning fixes, model catalog) (#28223) 2026-05-23 12:15:41 -07:00
litellm CI: copy of #25177 (OCI GenAI: embeddings, streaming/reasoning fixes, model catalog) (#28223) 2026-05-23 12:15:41 -07:00
litellm-proxy-extras style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
litellm_core_utils Merge branch 'litellm_internal_staging' into litellm_staging_03_22_2026 2026-04-20 19:56:00 +05:30
litellm_utils_tests fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
llm_responses_api_testing fix(responses): use OpenAI SSEDecoder for Responses API streaming (#28566) 2026-05-22 10:03:36 -07:00
llm_translation fix(bedrock): align toolUse/toolSpec names and allow hyphens (#28874) 2026-05-26 11:58:21 -07:00
load_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
local_testing fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
logging_callback_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
mcp_tests feat(mcp): Add tool call and tool list support via UI for Oauth mcps (#28454) 2026-05-22 09:04:04 -07:00
multi_instance_e2e_tests
ocr_tests fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
old_proxy_tests/tests fix: cleanup tests 2026-03-30 16:24:35 -07:00
openai_endpoints_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
otel_tests feat(prometheus): add user_email and user_alias to user budget metrics (#28155) 2026-05-18 16:28:14 -07:00
pass_through_tests chore(deps): bump deps (#28528) 2026-05-22 00:42:21 +00:00
pass_through_unit_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
proxy_admin_ui_tests chore(test): remove dead old Playwright e2e suite (#28632) 2026-05-22 11:29:17 -07:00
proxy_behavior test(proxy): phase-4 payload behavior pinning for tier-2/3 key + team management endpoints (#28681) 2026-05-23 12:16:29 -07:00
proxy_e2e_anthropic_messages_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
proxy_security_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
proxy_unit_tests chore(ci): merge dev branch (#28801) 2026-05-25 13:44:49 -07:00
router_unit_tests Litellm oss staging 1 (#28337) 2026-05-20 17:27:03 -07:00
scim_tests
search_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
spend_tracking_tests chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
store_model_in_db_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_litellm fix(responses): emit sequence_number, text.format, and usage details on Responses API stream 2026-05-26 14:59:46 -07:00
unified_google_tests fix(tests): stabilize image-edit VCR cassettes to stop live gpt-image-1 spend (#28110) 2026-05-18 09:15:39 -07:00
vector_store_tests chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
windows_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
__init__.py
_flush_vcr_cache.py tests(vcr): isolate cassette redis to CASSETTE_REDIS_URL 2026-05-01 12:32:59 -07:00
_vcr_conftest_common.py fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
_vcr_redis_persister.py fix(tests/vcr): make Redis cassette cache replay deterministically (zero VCR misses on consecutive runs) (#28826) 2026-05-26 11:30:44 -07:00
eval_swe_bench.py Prompt Compression - add it to the proxy (#25729) 2026-04-20 15:08:00 -07:00
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
README.MD
test_budget_management.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_callbacks_on_proxy.py test(callbacks): harden flaky proxy callback-leak detector (#28195) 2026-05-18 16:39:02 -07:00
test_config.py
test_debug_warning.py
test_default_encoding_non_root.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_end_users.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_entrypoint.py
test_fallbacks.py
test_gpt5_azure_temperature_support.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_health.py fix(tests): swap dall-e to gpt-image-1 after openai deprecation 2026-05-12 16:55:18 -07:00
test_keys.py fix(tests): swap dall-e to gpt-image-1 after openai deprecation 2026-05-12 16:55:18 -07:00
test_litellm_proxy_responses_config.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_logging.conf
test_models.py test: replace test_add_and_delete_models integration test with mock 2026-03-30 21:30:57 -07:00
test_new_vector_store_endpoints.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_openai_endpoints.py chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728) 2026-05-25 12:03:17 -07:00
test_organizations.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_otel_thread_leak.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_passthrough_endpoints.py
test_presidio_latency.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_proxy_server_non_root.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_ratelimit.py chore(ci): modernize model references in tests and configs (#27856) 2026-05-15 15:44:28 -07:00
test_resource_cleanup.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_service_logger_otel.py
test_spend_logs.py Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_team.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_team_logging.py test: cleanup dead tests 2026-03-28 20:49:02 -07:00
test_team_members.py Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_users.py Fix: tag budget reset must drop stale management-cache entry (#27568) 2026-05-10 00:18:55 +00:00

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.