litellm/tests
Sameer Kankute 5bd59b33e6
feat(guardrails): wire apply_guardrail into proxy logging callbacks (#28970)
* feat(guardrails): wire apply_guardrail into proxy logging callbacks

Route /apply_guardrail through pre/post proxy hooks and LiteLLM success/failure handlers so Langfuse and OTEL integrations receive input/output on guardrail-only requests.

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(guardrails): fix Greptile review comments on apply_guardrail logging

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(apply_guardrail): preserve original exception and capture modified response

- Capture return value from post_call_success_hook so callback-modified
  responses propagate to the caller.
- Wrap success/failure logging calls in defensive try/except so logging
  infrastructure failures don't replace the user-visible response or mask
  the original guardrail exception.

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* Fix mypy

* fix(apply_guardrail): isolate failure logging and use post-hook response for logging

- Split async_failure_handler and post_call_failure_hook into independent
  try/except blocks so a callback bug in one does not silently skip the
  other.
- Build response_for_logging inside _emit_guardrail_success_logs after
  post_call_success_hook runs, so logged data matches the response the
  caller actually receives when the hook modifies the response.

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(apply_guardrail): fix black formatting and update tests for fastapi_request param

- Run black on guardrail_endpoints.py to fix CI formatting check
- Add _mock_proxy_logging() helper to enterprise guardrail tests to patch
  proxy-server globals imported at call time
- Pass fastapi_request=Mock() in all direct apply_guardrail test calls
  to match updated function signature

Co-authored-by: Cursor <cursoragent@cursor.com>

* fix(guardrails): use transformed exception from post_call_failure_hook in apply_guardrail

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(guardrails): isolate sync/async logging handlers in apply_guardrail

Separate each logging handler call into its own try/except so a failure
in the async handler does not silently skip the sync handler submission
(and vice versa). Matches the docstring's defensive intent.

Co-authored-by: Yassin Kortam <yassin@berri.ai>

* fix(apply_guardrail): guard transformed_exception with isinstance check

Co-authored-by: Cursor <cursoragent@cursor.com>

* test(guardrails): mock proxy globals in not_found test and share apply_guardrail logging fixture

- Add proxy-server global mocks to test_apply_guardrail_not_found so the
  failure-path post_call_failure_hook call doesn't touch the real proxy
  logging singleton.
- Extract the duplicated _mock_proxy_logging context manager out of the
  two enterprise apply_guardrail test files into a shared conftest fixture
  so the helper stays in one place.

* fix(guardrails): use update_messages to keep logging obj in sync

Co-authored-by: Yassin Kortam <yassin@berri.ai>

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-05-28 09:41:02 -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
batches_tests feat(openai): apply regional-processing cost uplift for EU/US data residency (#28626) 2026-05-25 20:36:14 -07:00
benchmarks
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
enterprise feat(guardrails): wire apply_guardrail into proxy logging callbacks (#28970) 2026-05-28 09:41:02 -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_core_utils
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
litellm-proxy-extras
llm_responses_api_testing fix(responses): use OpenAI SSEDecoder for Responses API streaming (#28566) 2026-05-22 10:03:36 -07:00
llm_translation feat: add support for claude code goal mode for bedrock opus output config (#28898) 2026-05-28 09:14:57 -07:00
load_tests
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
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
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
test_litellm feat(guardrails): wire apply_guardrail into proxy logging callbacks (#28970) 2026-05-28 09:41:02 -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
__init__.py
_flush_vcr_cache.py
_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
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
README.MD
test_budget_management.py
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
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
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_new_vector_store_endpoints.py
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
test_otel_thread_leak.py
test_passthrough_endpoints.py
test_presidio_latency.py
test_proxy_server_non_root.py
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
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_logging.py
test_team_members.py Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_team.py
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.