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litellm/tests
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Yuneng Jiang 85bda43d63
fix(vector_stores): turn MongoDB's silent misconfiguration failures into errors 
Driving the sad path against a live Atlas cluster showed four cases returning
an empty result set instead of failing: a missing index, a missing database, a
missing collection, and the async path for all three. $vectorSearch reports
none of these as errors, so a misconfigured store looked exactly like a query
that matched nothing, which is the worst shape for this to fail in.

An empty result set is now checked against the index catalogue, which does
report all three correctly, and a store that cannot work says so. The check
costs one extra round trip and only on the empty path, so a search that
returned hits is unaffected.

Atlas also reports a wrong vector path and a dimension mismatch under the same
error code. Both previously surfaced as "index not found", which sent the
reader looking in the wrong place; they are now told apart and each names the
setting that is actually wrong.
2026-09-02 09:10:51 -07:00
..
agent_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
audio_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
base_sdk_tests test(cli): cover the keyless token record and keep keyring to the cli extra 2026-08-20 03:45:00 -07:00
basic_proxy_startup_tests
batches_tests merge(litellm_internal_staging): reconcile batch observability with per-line resilience 2026-08-24 19:08:40 -04:00
benchmarks test(benchmarks): run shared logging executor inline to make CodSpeed measurements deterministic (#32435) 2026-07-09 11:14:22 +03:00
code_coverage_tests Merge branch 'litellm_internal_staging' into litellm_fix_supported_openai_params_router_alias 2026-09-01 12:57:36 -07:00
documentation_tests Merge remote-tracking branch 'origin/main' into litellm_bedrock_messages_disconnect_billing 2026-08-31 08:58:37 -07:00
e2e Refuse a source path carrying a colon 2026-09-01 16:02:54 -07:00
enterprise fix(prometheus): bound requested_model label cardinality on client failure paths 2026-09-01 10:34:58 -07:00
guardrails_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
image_gen_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
integration test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
litellm-proxy-extras revert: default the proxy back to the v1 migration resolver 2026-09-01 12:56:08 -07:00
litellm_utils_tests test(aiohttp): pin NO_PROXY so proxy env cannot hijack the refused-port probe 2026-08-28 12:45:46 -07:00
llm_responses_api_testing fix(guardrails): deliver modify_response block as valid SSE on streaming chat and Responses 2026-08-31 16:01:39 -07:00
llm_translation test: exempt MockTransport request-shape embedding tests from VCR replay 2026-09-01 13:29:12 -07:00
load_tests Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_ruff_dead_test_code 2026-08-24 09:46:56 -07:00
local_testing Merge pull request #39185 from BerriAI/litellm_fix_embedding_encoding_format_suite_break 2026-09-01 13:52:51 -07:00
logging_callback_tests test(gcs_pubsub): expect router_metadata key in spend logs fixture 2026-08-31 15:37:56 -07:00
mcp_tests fix(mcp): follow tools/list pagination from upstream servers (#39172) 2026-09-01 14:34:14 -07:00
multi_instance_e2e_tests test: say whether a match= pattern is a regex or a literal (ruff RUF043) 2026-08-21 16:25:33 -07:00
ocr_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
openai_endpoints_tests test(responses): expect the bad-temperature 400 on a non-reasoning model 2026-08-29 01:58:15 -07:00
otel_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
pass_through_tests fix(anthropic_messages): dispatch deferred spend logging when the client disconnects mid-relay 2026-08-31 10:17:27 -07:00
pass_through_unit_tests test(websearch): carry a reasoned test-quality suppression on the router patch 2026-08-31 22:32:05 -07:00
proxy_admin_ui_tests test(access-groups): give each xdist worker its own fixture ids 2026-08-28 09:35:12 -07:00
proxy_behavior fix(proxy): reset a stuck team member's budget (#37971) 2026-08-25 09:50:09 -07:00
proxy_e2e_anthropic_messages_tests ci: lint the test tree for undefined names and fix all 30 (#37671) 2026-08-20 13:30:34 -07:00
proxy_migration_tests fix(docker): install bedrock-realtime extra in monolith proxy images (#39223) 2026-09-01 17:51:55 -07:00
proxy_security_tests
proxy_unit_tests test(newrelic): cover static default_team_settings per-team routing (#38857) 2026-08-31 16:58:35 +00:00
router_unit_tests fix(search): forward search-tool params through the router, complete Parallel AI v1 param mapping (#37883) 2026-09-01 21:46:46 -07:00
search_tests fix(search): harden bing_grounding auth, result cap, status, and cost 2026-08-24 12:26:07 -07:00
spend_tracking_tests
store_model_in_db_tests test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00
test_litellm fix(vector_stores): turn MongoDB's silent misconfiguration failures into errors 2026-09-02 09:10:51 -07:00
unified_google_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
vector_store_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
windows_tests test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
__init__.py
_fake_openai_endpoint_server.py test(ci): serve /moderations from the canned OpenAI mock (#37739) 2026-08-20 16:58:38 -07:00
_flush_vcr_cache.py
_live_test_helpers.py
_openai_record_replay_proxy.py
_vcr_conftest_common.py
_vcr_redis_persister.py
_wait_helpers.py test: replace blind sleeps with deadline waits in callback and caching tests (#37660) 2026-08-20 18:48:43 +00:00
_ws_vcr.py test(realtime): record and replay websocket traffic in redis vcr cassettes (#32390) 2026-07-08 00:19:06 -07:00
eval_swe_bench.py
fake_openai_endpoint.py
gettysburg.wav
large_text.py
openai_batch_completions.jsonl
pyrightconfig.json
README.MD
test_anthropic_compaction_usage.py
test_budget_management.py
test_callbacks_on_proxy.py test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00
test_debug_warning.py
test_default_encoding_non_root.py
test_end_users.py ci: lint the test tree for undefined names and fix all 30 (#37671) 2026-08-20 13:30:34 -07:00
test_fallbacks.py test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00
test_gpt5_azure_temperature_support.py
test_health.py
test_keys.py test: fix staging CI regressions from #38182, #38144, #38265, #37962, and #37969 2026-08-25 23:01:20 -07:00
test_litellm_proxy_responses_config.py
test_logging.conf
test_models.py
test_new_vector_store_endpoints.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_openai_endpoints.py test: point the live web search, groq and vertex image suites at models that still exist (#37733) 2026-08-20 17:03:35 -07:00
test_organizations.py
test_otel_thread_leak.py
test_presidio_latency.py
test_proxy_server_non_root.py
test_ratelimit.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_resource_cleanup.py
test_service_logger_otel.py fix(langfuse): send v4 ingestion header for otel callback (#33907) 2026-07-18 20:36:51 -07:00
test_spend_logs.py
test_team.py test: add six ruff rules that catch tests which cannot fail (#37709) 2026-08-20 14:21:26 -07:00
test_team_logging.py test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00
test_team_members.py test: reject assertions on a caught error inside except (ruff PT017) 2026-08-21 13:35:08 -07:00
test_users.py test: enforce F811 so a duplicate definition cannot silently replace the first 2026-08-21 12:06:19 -07:00

README.MD

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.