litellm/tests
ryan-crabbe-berri ebbc5cc787
feat(vector-stores): forward per-request params to Vertex AI Search (#29459)
* feat(vector-stores): forward per-request params to Vertex AI Search

The vertex_ai/search_api search transform hardcoded the request body to
query plus pageSize 10, dropping max_num_results and extra_body. Map
max_num_results to pageSize and merge extra_body through with precedence,
so callers can send native Discovery Engine fields such as dataStoreSpecs.

Resolves LIT-3506

* fix(vector-stores): log effective query when extra_body overrides it

When a caller passes a query inside extra_body, the outbound Vertex Search
request used that value but model_call_details recorded the original, so the
echoed search_query was stale. Log the effective query from the request body.

* fix(vector-stores): allowlist Vertex AI Search extra_body fields

Raw-merging extra_body let callers set dataStoreSpecs/branch to search a
different Discovery Engine data store with the proxy's Vertex credentials,
bypassing the vector_store_id path authorization. Reject target-selecting
fields and forward only allowlisted per-request tuning fields.

Resolves LIT-3506

* refactor(vector-stores): split Vertex AI Search extra_body allowlists by mode

Data-store and engine/app serving configs accept different SearchRequest
fields, so derive two TypedDicts (VertexSearchDataStoreExtraBody and
VertexSearchEngineExtraBody) in types/vector_stores.py and make
_filter_extra_body mode-aware via vertex_engine_id.

dataStoreSpecs and numResultsPerDataStore now pass through in engine/app
mode (where an app fans out across stores) and are rejected in data-store
mode. branch/servingConfig/entity remain rejected in both modes.

* fix(vector-stores): raise BadRequestError (400) for invalid Vertex Search extra_body

Rejecting unsupported or target-selecting extra_body fields previously
raised a bare ValueError, which the vector store error path mapped to a
generic APIConnectionError (HTTP 500). Raise litellm.BadRequestError so
invalid per-request input surfaces as HTTP 400 with a clear message.
2026-06-02 12:51:20 -07:00
..
agent_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -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 Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
benchmarks
code_coverage_tests Litellm oss staging (#29492) 2026-06-02 08:48:10 -07:00
documentation_tests
enterprise fix(bedrock): support tool search results + chat annotations (#29120) 2026-05-29 20:48:36 -07:00
guardrails_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
image_gen_tests Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -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 [internal copy of #28008] Support MCP OAuth passthrough and issuer-scoped JWT auth (#28356) 2026-06-02 12:22:04 -07:00
litellm_core_utils
litellm_utils_tests fix(reset_budget): write only {spend, budget_reset_at} and stop pre-zeroing counter (#29358) 2026-05-30 17:48:16 -07:00
litellm-proxy-extras
llm_responses_api_testing test(responses): bump deprecated gemini-3-pro-preview to gemini-3.1-pro-preview (#29433) 2026-06-01 09:54:30 -07:00
llm_translation Litellm oss staging (#29492) 2026-06-02 08:48:10 -07:00
load_tests
local_testing [internal copy of #28008] Support MCP OAuth passthrough and issuer-scoped JWT auth (#28356) 2026-06-02 12:22:04 -07:00
logging_callback_tests fix(ci): make litellm_internal_staging green (logging test + Bedrock Opus 4.7 self-heal) (#29344) 2026-05-30 13:57:18 -07:00
mcp_tests [internal copy of #28008] Support MCP OAuth passthrough and issuer-scoped JWT auth (#28356) 2026-06-02 12:22:04 -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 feat(pass_through): extend passthrough_managed_object_ids to Azure (#29160) 2026-05-30 16:30:10 -07:00
proxy_admin_ui_tests fix(guardrails): persist disable_global_guardrails on keys (#29233) 2026-05-28 21:19:04 -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 [internal copy of #28008] Support MCP OAuth passthrough and issuer-scoped JWT auth (#28356) 2026-06-02 12:22:04 -07:00
router_unit_tests fix(router): enforce deployment budgets for dynamically added models (#29273) 2026-05-29 19:43:14 -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(vector-stores): forward per-request params to Vertex AI Search (#29459) 2026-06-02 12:51:20 -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 Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -07:00
windows_tests
__init__.py
_flush_vcr_cache.py
_vcr_conftest_common.py fix(tests/vcr): mint Google OAuth tokens live to prevent stale-token replay (#29229) 2026-05-28 17:12:02 -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 Revert "chore(tests): migrate Bedrock CI to AWS account 941277531214 (#28728)" (#29326) 2026-05-30 11:26:24 -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.