litellm/tests
yucheng-berri b6758159dd
Merge pull request #41982 from BerriAI/litellm_otel_v2_langfuse_embedding_output
* fix(otel v2): summarize embedding vectors as Langfuse observation output

The v2 LLM span built its output only from response choices, so /v1/embeddings
rendered a Langfuse generation with input, usage and cost but a blank output.
Embedding calls now carry an EmbeddingOutput(count, dimensions) summary that the
Langfuse mapper serializes as the observation output, and they are exported with
the embedding observation type instead of generation. Chat and Responses output
mapping is unchanged.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* fix(otel v2): keep embedding observations typed as generation in Langfuse

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: yucheng <yucheng@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-19 10:53:13 -07:00
..
agent_tests fix(a2a): keep the upstream status on card discovery failures and inject the card client in tests 2026-09-16 23:55:57 +00:00
audio_tests
base_sdk_tests
basic_proxy_startup_tests
batches_tests
benchmarks
code_coverage_tests test: drop the recursive detector allowlist entry for the removed _walk_payload 2026-09-19 04:07:07 -07:00
documentation_tests fix(docs-test): restore line-anchored table regex in router settings check 2026-09-18 20:10:20 +00:00
e2e chore: consolidate CLAUDE.md into AGENTS.md 2026-09-19 02:30:35 +00:00
enterprise fix(projects): persist explicit budget cap clears 2026-09-12 13:43:55 -07:00
guardrails_tests fix(guardrails): give post-call scans the scoped request conversation and tools 2026-09-15 09:58:53 +00:00
image_gen_tests test: remove fully commented-out test files that collect no tests 2026-09-17 20:05:27 +00:00
integration Merge pull request #41328 from BerriAI/litellm_e2e_cost_calculation_scripted_provider 2026-09-19 09:40:04 -07:00
litellm-proxy-extras test(proxy-extras): move the LITELLM_LOG logger test into the CI-run proxy-extras shard 2026-09-15 22:57:23 +00:00
litellm_utils_tests Merge remote-tracking branch 'origin/main' into litellm_invalid_tool_choice_400 2026-09-19 02:35:29 -07:00
llm_responses_api_testing test: fix five tests left stale by #41311, #41337, #39996 and #41310 2026-09-16 17:47:27 -07:00
llm_translation test(bedrock): expect canonical session tags in the dynamic auth params propagation test 2026-09-18 11:17:34 -07:00
load_tests feat(proxy): per-worker admission control that rejects excess requests with 503 (#39352) 2026-09-03 18:19:04 -07:00
local_testing Merge remote-tracking branch 'origin/main' into litellm_max_parallel_requests_queue_size 2026-09-18 08:57:53 +00:00
logging_callback_tests test(logging): add azure_spillover to the GCS pub/sub spend-log golden 2026-09-17 18:33:42 -07:00
mcp_tests test(mcp): give the new cache and tombstone patches TQ008 reasons and match the keyword eviction call 2026-09-18 02:49:41 +00:00
multi_instance_e2e_tests
ocr_tests test(ocr): replace per-provider OCR test classes with a declarative provider x auth x input matrix 2026-09-18 21:27:03 +00:00
openai_endpoints_tests test(responses): fix stale Anthropic smoke request 2026-09-11 13:56:27 -07:00
otel_tests feat(cli): deprecate the litellm-proxy entrypoint in favour of lite 2026-09-17 14:05:31 -07:00
pass_through_tests
pass_through_unit_tests test(pass_through): shorten protocol-constrained route docstring 2026-09-17 00:24:29 +00:00
proxy_admin_ui_tests
proxy_behavior fix(proxy): enforce org budget ceilings on /team/update 2026-09-16 15:38:30 -07:00
proxy_e2e_anthropic_messages_tests
proxy_migration_tests fix(bedrock): support aws-sdk-bedrock-runtime 0.10 and 0.11 in the realtime handler 2026-09-17 01:40:52 +00:00
proxy_security_tests
proxy_unit_tests Merge pull request #40243 from zoroyihan7/fix-responses-stream-error-events 2026-09-18 17:29:57 -07:00
router_unit_tests test(router): force the callback to observe the usage stamp before the pre-header increment fails 2026-09-16 20:10:22 +00:00
rust-python-harness test: drop tests that pin provider-owned cost map values 2026-09-18 03:55:51 +00:00
search_tests test: remove fully commented-out test files that collect no tests 2026-09-17 20:05:27 +00:00
spend_tracking_tests
store_model_in_db_tests test(proxy): expect the sanitized unknown-model message in the spend-log error test 2026-09-11 19:18:10 -07:00
test_gateway feat(proxy): offload spend tracking to a pod-local collector sidecar (#40545) 2026-09-10 17:14:13 -07:00
test_litellm Merge pull request #41982 from BerriAI/litellm_otel_v2_langfuse_embedding_output 2026-09-19 10:53:13 -07:00
test_litellm_rust fix(rust): keep native OCR on the proxy by declining only a supplied client 2026-09-18 18:47:36 -07:00
unified_google_tests
vector_store_tests
windows_tests
__init__.py
_fake_openai_endpoint_server.py
_flush_vcr_cache.py
_live_test_helpers.py refactor(test): validate cost-map entries into a typed model 2026-09-16 14:32:08 -07:00
_openai_record_replay_proxy.py
_vcr_conftest_common.py
_vcr_redis_persister.py
_wait_helpers.py
_ws_vcr.py
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_debug_warning.py
test_default_encoding_non_root.py
test_end_users.py
test_fallbacks.py
test_gpt5_azure_temperature_support.py
test_health.py
test_keys.py
test_litellm_proxy_responses_config.py
test_logging.conf
test_models.py test: address review notes on the chronic-test repairs 2026-09-04 10:18:15 -07:00
test_new_vector_store_endpoints.py
test_openai_endpoints.py test: fix five tests left stale by #41311, #41337, #39996 and #41310 2026-09-16 17:47:27 -07:00
test_organizations.py
test_otel_thread_leak.py
test_presidio_latency.py
test_proxy_server_non_root.py
test_ratelimit.py
test_resource_cleanup.py
test_rust_python_harness.py refactor(rust): remove gateway, config, router, realtime, and trace-parity infrastructure 2026-09-16 16:00:07 +00:00
test_service_logger_otel.py
test_spend_logs.py
test_team.py
test_team_logging.py
test_team_members.py
test_users.py

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.