litellm/tests
michelligabriele 7c5e2e8389
fix(proxy): make async_post_call_response_headers_hook consistent across all endpoints (#22985)
* fix(proxy): make async_post_call_response_headers_hook consistent across all endpoints

The response headers hook had 5 gaps that prevented callbacks from
reliably extracting routing metadata across endpoint types:

1. Hook never fired for /audio/transcriptions (endpoint bypasses
   base_process_llm_request)
2. custom_llm_provider not accessible in hook data for any endpoint
3. custom_llm_provider not stamped in ResponsesAPIResponse._hidden_params
   (unlike chat completions)
4. model_info under inconsistent keys (metadata vs litellm_metadata)
5. request_headers always None at all call sites

This adds a litellm_call_info parameter to the hook that normalizes
routing metadata (custom_llm_provider, model_info, api_base, model_id)
regardless of endpoint type. Also stamps custom_llm_provider on
Responses API responses, adds the hook call to the transcription
handler, and passes request_headers at all call sites.

Supersedes PR #21385.

* fix(proxy): address review feedback — safer backwards compat and None guards

- Replace try/except TypeError with inspect.signature() check for
  litellm_call_info backwards compatibility. This avoids masking real
  TypeErrors inside callback implementations and prevents double
  invocation with inconsistent parameters.

- Use (data.get("key") or {}) instead of data.get("key", {}) to guard
  against keys that exist with an explicit None value, which would
  cause AttributeError on the subsequent .get() call.

* fix(proxy): cache inspect.signature result for callback compat check

Move the inspect.signature() call into a module-level helper with a
dict cache keyed by callback identity. Avoids repeated introspection
per request per callback in the hot path.

* fix(proxy): use class identity for signature cache key

Key the _CALLBACK_ACCEPTS_CALL_INFO cache by id(type(cb)) instead of
id(cb) to avoid stale entries from Python address reuse after GC.
All instances of the same callback class share the same method
signature, so class identity is both safer and more cache-efficient.
2026-03-12 08:51:00 -07:00
..
agent_tests [Release Fix] (#22411) 2026-02-28 09:46:35 -08:00
audio_tests [Feat] New provider TTS - Add AWS polly API for TTS (#18326) 2025-12-22 18:19:34 +05:30
basic_proxy_startup_tests CircleCI test stability (#23055) 2026-03-07 15:19:39 -08:00
batches_tests Merge pull request #22625 from BerriAI/litellm_azure_ai_finetune 2026-03-03 19:42:17 +05:30
code_coverage_tests feat(search): add Serper (serper.dev) as search provider (#23112) 2026-03-09 08:40:37 -07:00
documentation_tests fix failing tests 2026-02-21 15:48:26 -08:00
enterprise feat: allow multiple calls from tags 2026-03-07 11:24:18 +05:30
guardrails_tests fix: address req changes 2026-03-10 15:51:10 +05:30
image_gen_tests fix(ci): remove unused is_expired variable (ruff F841) and handle ModelDeprecated in image gen test 2026-03-12 01:27:42 +00:00
litellm Fix greptile reviews 2026-03-11 11:41:29 +05:30
litellm-proxy-extras fix: resolve 'does not exist' migration errors as applied in setup_database (#19281) 2026-01-26 22:11:36 -08:00
litellm_core_utils Fix: empty assistant message for converse API 2026-02-04 09:50:58 +05:30
litellm_utils_tests Replace additional deprecated models across test files 2026-03-11 17:03:54 -07:00
llm_responses_api_testing Fix anthropic responses 2026-02-20 17:30:42 -08:00
llm_translation Fix update deprecated model test 2026-03-12 18:34:15 +05:30
load_tests Add memory leak detection tests with CI integration (#18881) 2026-01-09 17:36:10 -08:00
local_testing Fix test_standard_logging_payload 2026-03-12 18:35:01 +05:30
logging_callback_tests Revert "feat: add model_cost aliases expansion support" 2026-03-10 22:39:19 -03:00
mcp_tests Fix test_get_tools_for_single_server 2026-03-12 18:33:14 +05:30
multi_instance_e2e_tests
ocr_tests OCR test fixes 2026-01-11 08:00:31 -08:00
old_proxy_tests/tests remove prompt caching headers as the support has been removed 2026-01-02 11:08:35 +05:30
openai_endpoints_tests test(responses): add end-to-end test for responses API WebSocket mode 2026-03-02 17:24:39 +05:30
otel_tests test fix 2026-01-31 19:08:07 -08:00
pass_through_tests Fix test_anthropic_messages_openai_model_streaming_cost_injection & openrouter image gen 2026-03-09 11:29:04 +05:30
pass_through_unit_tests [Release Fix] (#22411) 2026-02-28 09:46:35 -08:00
proxy_admin_ui_tests Fix CVEs: bump tar/minimatch/pypdf + harden Docker SBOM patching (#23082) 2026-03-07 18:31:27 -08:00
proxy_e2e_anthropic_messages_tests Merge branch 'main' into litellm_fix_nova_pro_max_tokens 2026-03-09 15:47:53 -07:00
proxy_e2e_azure_batches_tests Add tenacity to e2e Azure batch CI and revert importorskip 2026-03-04 11:45:14 -03:00
proxy_security_tests
proxy_unit_tests CircleCI test stability (#23055) 2026-03-07 15:19:39 -08:00
router_unit_tests [Release Fix] (#22411) 2026-02-28 09:46:35 -08:00
scim_tests
search_tests Merge remote main, resolve conflict keeping new unit tests 2026-03-09 15:20:20 -07:00
spend_tracking_tests increasing time for spend tracking 2026-01-20 16:31:25 -08:00
store_model_in_db_tests fix: test mock 2026-01-02 17:38:52 +09:00
test_litellm fix(proxy): make async_post_call_response_headers_hook consistent across all endpoints (#22985) 2026-03-12 08:51:00 -07:00
unified_google_tests Revert "[Infra] Changing Google Tests to use Gemini 3 Flash Preview" 2026-01-20 17:32:10 -08:00
vector_store_tests Add support for vertex ai for rag/ingest 2026-02-13 20:11:10 +05:30
windows_tests
__init__.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
README.MD
test_budget_management.py
test_callbacks_on_proxy.py Fix CI: Revert security scan changes and add GitGuardian ignore rules (#18358) 2025-12-22 17:03:53 -08:00
test_config.py
test_debug_warning.py
test_default_encoding_non_root.py fix: resolve Read-only file system error in non-root images (#19449) 2026-01-20 19:00:52 -08:00
test_end_users.py
test_entrypoint.py
test_fallbacks.py Revert "fix: prevent error when max_fallbacks exceeds available models (#20071)" 2026-02-03 15:15:30 +05:30
test_gpt5_azure_temperature_support.py
test_health.py
test_keys.py Adding retries to flaky tests 2026-01-22 15:21:44 -08:00
test_litellm_proxy_responses_config.py
test_logging.conf
test_models.py
test_new_vector_store_endpoints.py Add get, list and delete for vector store endpoints 2026-03-12 12:09:51 +05:30
test_openai_endpoints.py
test_organizations.py Adding retries to flaky tests 2026-01-22 15:21:44 -08:00
test_otel_thread_leak.py Fix thread leak in OpenTelemetry dynamic header path (#19946) 2026-01-28 10:35:37 -08:00
test_passthrough_endpoints.py
test_presidio_latency.py fix(presidio): reuse HTTP connections to prevent OOMs (#19964) 2026-01-28 16:08:53 -08:00
test_proxy_server_non_root.py deactivating non root tests 2026-01-23 22:55:36 -08:00
test_ratelimit.py
test_resource_cleanup.py
test_service_logger_otel.py fix(langfuse_otel): prevent empty proxy request spans from being sent to Langfuse 2026-01-28 15:35:35 +01:00
test_spend_logs.py Fix CI: Revert security scan changes and add GitGuardian ignore rules (#18358) 2025-12-22 17:03:53 -08:00
test_team.py fix(test): skip 'projects' field in team update assertion (#21777) 2026-02-21 10:24:53 -08:00
test_team_logging.py
test_team_members.py
test_users.py fix(tests): update deprecated Anthropic model in test_user_model_access (#21826) 2026-02-21 14:18:24 -08:00

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.