litellm/tests
ishaan-berri 8a9faa81b2
feat(guardrails): LLM-as-a-Judge guardrail (#26360)
* feat(guardrails): add LLM_AS_A_JUDGE to SupportedGuardrailIntegrations

* feat(types): add EvalVerdict, StandardLoggingEvalInformation; wire eval_information into SpendLogsMetadata

* feat(guardrails): add self-contained llm_as_a_judge guardrail hook

* fix(a2a): filter agent-only litellm_params from acompletion kwargs; pass agent_id into body

* feat(ui): add LLMJudgeFields criteria builder component

* feat(ui): wire LLM-as-a-Judge into add guardrail form

* feat(ui): update EvalViewer — title 'LLM Judge Results', weighted score column, summary row

* fix(ui): wire EvalViewer into LogDetailContent to show LLM judge results on logs page

* fix(guardrails-ui): route llm_as_a_judge to criteria builder step; rename to LiteLLM LLM as a Judge; add litellm logo

* fix(guardrail-viewer): stack lifecycle + eval details vertically to avoid badge overflow in narrow drawer

* fix(guardrail-create): surface config validation errors on create instead of silently orphaning guardrail in DB

* fix(guardrail-registry): hardcode llm_as_a_judge in initializer registry so it loads regardless of package install path

* fix(llm-as-a-judge): fix P1 code quality issues - validate weights/on_failure, guard pre_call, handle multimodal, move imports to module level, fix spurious finally logging

* fix(guardrail_endpoints): use correct PK field in rollback delete and log rollback failure

* fix(llm_as_a_judge): support Pydantic object in _get_litellm_param fallback chain

* fix(LLMJudgeFields): replace @tremor/react Button with antd Button

* fix(llm_as_a_judge): remove dead registry dicts, fix KeyError in prompt builder, set correct status on judge failure

* test(llm_as_a_judge): add unit tests for guardrail hook

* fix(llm_as_a_judge): remove @log_guardrail_information decorator to fix duplicate guardrail_information entries

The decorator and the manual finally block both called add_standard_logging_guardrail_information_to_request_data, producing two entries per request. The decorator also misclassified HTTPException(422) blocks as guardrail_failed_to_respond (it checks for 400). The finally block correctly tracks status throughout, so removing the decorator is sufficient.

* fix(test_gcs_pub_sub): ignore metadata.eval_information in comparison

* fix(test_spend_management): ignore metadata.eval_information in payload comparison

* fix(types/guardrails): add input_type and messages to ApplyGuardrailRequest

* fix(guardrail_endpoints): pass input_type and messages through apply_guardrail endpoint

* fix(guardrail_endpoints): auto-detect post_call guardrails and use input_type=response

* fix(a2a_endpoints): merge agent litellm_params guardrails into data before post_call hooks

* fix(llm_as_a_judge): use float sum with tolerance for weight validation

* fix(guardrail_registry): split long import line for black formatting

* fix(llm_as_a_judge): guard guardrail_name Optional for mypy

* fix(llm_as_a_judge): set guardrail_status=guardrail_intervened when score fails, regardless of on_failure mode

* fix(a2a_endpoints): use try/finally so deferred spend log fires even when guardrail blocks with 422

* fix(litellm_logging): declare _defer_async_logging and _enqueue_deferred_logging on Logging class for mypy

* fix(logging_worker): restore queue.join() in flush() to wait for in-flight callbacks
2026-04-24 17:15:32 -07:00
..
agent_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
audio_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
benchmarks Add CodSpeed performance benchmarks (#23676) 2026-03-14 18:44:36 -07:00
code_coverage_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
documentation_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
enterprise Split MCP routes into inference vs management categories 2026-04-23 16:52:45 -07:00
guardrails_tests fix(proxy): guardrail header dedupe, mypy during_call, test mock kwargs 2026-04-22 23:22:35 +03:00
image_gen_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
litellm Merge branch 'litellm_internal_staging' into litellm_staging_03_22_2026 2026-04-20 19:56:00 +05:30
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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
llm_responses_api_testing style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
llm_translation Merge pull request #26283 from BerriAI/litellm_internal_staging 2026-04-22 19:55:27 -03:00
load_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
local_testing Merge branch 'litellm_internal_staging' into litellm_staging_03_22_2026 2026-04-24 13:12:19 -03:00
logging_callback_tests feat(guardrails): LLM-as-a-Judge guardrail (#26360) 2026-04-24 17:15:32 -07:00
mcp_tests Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_yj_apr17 2026-04-17 17:36:40 -07:00
multi_instance_e2e_tests
ocr_tests Merge branch 'litellm_internal_staging' into litellm_pages_support_for_ocr 2026-04-17 19:29:45 -07:00
old_proxy_tests/tests fix: cleanup tests 2026-03-30 16:24:35 -07:00
openai_endpoints_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
otel_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
pass_through_tests [Infra] CCI: pin Ruby and Node.js installs in proxy_pass_through_endpoint_tests 2026-04-22 21:28:42 -07:00
pass_through_unit_tests replace retired claude-3-haiku-20240307 with claude-haiku-4-5-20251001 in anthropic messages passthrough test 2026-04-20 15:44:11 -07:00
proxy_admin_ui_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
proxy_e2e_anthropic_messages_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -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 [Fix] conftest: flush cache instances and warn on silent skips 2026-04-20 22:19:36 -07:00
router_unit_tests Merge branch 'litellm_internal_staging' into litellm_adaptive_routing 2026-04-20 15:28:08 -07:00
scim_tests
search_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
spend_tracking_tests [Fix] Harden spend accuracy test against transient aiohttp connection errors 2026-04-22 17:40:42 -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 feat(guardrails): LLM-as-a-Judge guardrail (#26360) 2026-04-24 17:15:32 -07:00
unified_google_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
vector_store_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
windows_tests style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
__init__.py
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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -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
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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_health.py
test_keys.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_litellm_proxy_responses_config.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -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 test fix claude-sonnet-4-5-20250929 2025-10-28 19:05:13 -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 [Fix] test_ratelimit: skip over-limit cases that race with background RPM tracking 2026-04-11 13:08:59 -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 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 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
test_users.py Litellm fix update bedrock models (#24947) 2026-04-01 19:22:54 -07:00

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.