litellm/tests/test_litellm/integrations
tin-berri 2306816d40
fix(shadow_eval): refuse a judge model that also serves one of the arms it grades (#38589)
A shadow eval whose judge_model is one of the router's tier models, the router's
default model, or a reverse job's baseline_model was accepted with no warning. An
LLM judge scores its own output higher than a rival's, so that tier's win rate
measures the judge instead of the models, and the job's whole budget buys a result
that has to be thrown away.

start_shadow_eval now rejects it with a 400 naming the colliding arm.

`judge_target` is the single answer to "where does a call to this name go for this
caller, and what answers it", and the resolvability gate, the collision gate and
the judge dispatch all read it. It has three outcomes and no others: the router
serves the name, the SDK serves it, or nothing does. Splitting that question is
what every bug here came from, so `router_resolves_model` and `answering_models`
are gone rather than joined by a third.

Two spellings of one model are one identity. A name is compared by what would
answer it, resolved through every channel `get_model_list` composes and then put
in the provider-qualified form litellm itself uses, so a judge given as `gpt-4o`
collides with a tier deployment serving `openai/gpt-4o`, and a judge given as
`openai/gpt-4o` collides with a deployment configured as bare `gpt-4o`. Both ends
are normalised because an admin writes them at different times.

Answering is also per-caller. The shadow and judge calls carry the shadowed key's
`user_api_key_team_id`, which is what the router selects deployments with, so the
endpoint derives the job's teams once from the keys it already looks up and every
check runs under them, and the judge dispatch picks its arm under the same team.
A team's public model name resolves to nothing for everyone else and a team's own
deployment resolves for nobody else, so a check that omits the team answers for a
caller who does not exist. A collision under any one team fails the job, because
every key's verdicts land in the same win rates.

Three sites were separately re-deriving "the provider models this name resolves
to", with unexplained divergence in whether they fell back to the literal name.
`Router.resolved_litellm_models` is now the one owner; the routing-plugin
candidate list and the stream-options check both delegate to it, and
`_deployment_litellm_model` is gone.

The router's arms come from `strategy_router_dependencies`, the same enumeration
the health check reads. Only the roles that serve are arms: a classifier or
embedding model picks the tier and never produces a response anyone judges. A
semantic auto-router keeps its routes in an opaque config blob, so only its
default model is enumerable and the guard is incomplete there by design, able to
miss a collision but never to invent one

The two regenerated artifacts carry `presidio_analyze_chunk_size_bytes` from
alters the spec; the sync gate runs on any PR touching litellm/proxy, so this one
has to carry the base's drift to go green
2026-08-27 18:44:44 -07:00
..
arize test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
azure_storage test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
bitbucket test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
cloudzero test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
code_interpreter_interception feat(sandbox): reuse e2b container across requests when metadata.session_id is set (#31688) 2026-06-30 18:58:09 -07:00
compression_interception feat(spend): track prompt compression saved tokens in daily spend aggregates (#33810) 2026-07-18 17:47:54 -07:00
datadog test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
dotprompt Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_dotprompt_model_swap 2026-08-26 15:13:57 -07:00
focus test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
gcs_bucket test: unwind environment writes in tests/test_litellm with monkeypatch (#37806) 2026-08-21 20:28:37 -07:00
gcs_pubsub test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
gitlab test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
helicone test: run the 30 test files stranded in the second mirror (#37595) 2026-08-20 10:59:43 -07:00
langfuse fix(langfuse): warn and drop invalid LANGFUSE_TRACING_ENVIRONMENT instead of failing requests (#38582) 2026-08-27 18:03:42 -07:00
levo test: require a match= on broad pytest.raises, and drop duplicate parametrize cases (#37769) 2026-08-20 20:24:49 -07:00
litellm_agent Agent Builder - support new experimental agent builder, to ensure agents pass compliance checks (#21817) 2026-02-21 15:32:47 -08:00
mavvrik_focus chore: litellm oss staging (#31185) 2026-06-26 09:17:44 -07:00
newrelic feat(newrelic): per-team cost and usage metrics via team callbacks (#37610) 2026-08-26 23:42:02 -07:00
open_telemetry test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
opik Litellm oss staging 030626 (#29578) 2026-06-03 11:01:51 -07:00
otel fix(otel): anchor MCP tool-call spans to the gateway's own trace, link the client's context (#38317) 2026-08-27 13:41:30 -07:00
SlackAlerting feat(alerting): add native Microsoft Teams alerting destination (#38367) 2026-08-27 16:19:22 -07:00
websearch_interception fix: keep accepting a loop ceiling that spells a whole number 2026-08-22 11:24:22 -07:00
rubrik_test_helpers.py Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_agentops.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_anthropic_cache_control_hook.py test(databricks): pin the cache-control test to the in-repo cost map 2026-08-22 15:51:17 -07:00
test_athina.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_azure_sentinel.py test: remove tests that never execute 2026-08-12 10:45:38 -07:00
test_braintrust_logging.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_braintrust_span_name.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_custom_guardrail.py fix(guardrails): classify all 4xx HTTPException guardrail blocks as intervened (#33821) 2026-07-27 16:50:13 -07:00
test_custom_guardrail_recursion.py fix: recursive pydantic issue (#19531) 2026-01-22 19:56:41 -08:00
test_custom_prompt_management.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_deepeval.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_galileo.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_guardrail_logging_sync.py fix(guardrails): keep guardrail information in spend logs when the caller sends its own metadata 2026-07-24 16:20:44 -07:00
test_helicone.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_langfuse.py fix(langfuse): warn and drop invalid LANGFUSE_TRACING_ENVIRONMENT instead of failing requests (#38582) 2026-08-27 18:03:42 -07:00
test_langfuse_otel.py feat(langfuse): support langfuse_environment as a per-key dynamic callback param (#38264) 2026-08-26 16:56:55 -07:00
test_langsmith_init.py fix(langsmith): keep root-run ids self-consistent so batch ingest stops rejecting header-tagged requests (#38116) 2026-08-24 19:47:12 -07:00
test_lunary.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_mlflow.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_openmeter.py test: unwind environment writes in tests/test_litellm with monkeypatch (#37806) 2026-08-21 20:28:37 -07:00
test_opentelemetry.py fix(logging): stop billing and logging response reads as LLM calls (#36890) 2026-08-26 18:34:17 -07:00
test_opentelemetry_dynamic_imports.py Make grpc dependency optional (#19447) 2026-01-20 19:03:52 -08:00
test_opik_utils.py chore(ci): merge oss branch (#33784) 2026-07-17 23:22:13 +00:00
test_otel_guardrail_violation_spans.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_otel_team_attributes_matrix.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_prometheus_api_promql_escape.py fix(prometheus): quote api_key for PromQL string literal in spend lookup 2026-05-01 21:38:19 +00:00
test_prometheus_budget_metric_guard.py fix(prometheus): skip budget metric DB lookups when gauges are NoOpMetric (#32834) 2026-07-10 20:25:47 -07:00
test_prometheus_budget_metrics_db_lookups.py perf(auth): negative-cache missing user/key lookups on the request hot path (#32368) 2026-07-08 09:59:57 +03:00
test_prometheus_budget_metrics_timeout.py feat: litellm oss staging (#31935) 2026-07-03 09:27:31 +05:30
test_prometheus_cache_metrics.py fix(prometheus): populate cache write token metrics for OpenAI-style usage (#34803) 2026-07-27 12:28:19 -07:00
test_prometheus_caller_identity.py test(prometheus): cover caller-identity config failure cases (#38380) 2026-08-26 11:53:49 -07:00
test_prometheus_client_ip_user_agent.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_prometheus_custom_metadata_label_counts.py Fix Prometheus remaining metric zero values (#27348) 2026-05-06 17:22:20 -07:00
test_prometheus_end_user_cardinality.py perf: cap Prometheus end-user metric cardinality with TTL + LRU eviction (#27272) 2026-05-06 13:35:13 -07:00
test_prometheus_invalid_key_filtering.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_prometheus_labels.py test: rename tests that a later definition shadowed 2026-08-12 11:15:54 -07:00
test_prometheus_mcp_tool_metrics.py feat(prometheus): expose MCP tool metadata in Prometheus metrics (#31899) 2026-07-02 10:56:35 +03:00
test_prometheus_media_generation_metrics.py feat(prometheus): expose video duration and image count consumption metrics (#33138) 2026-07-13 18:51:13 -07:00
test_prometheus_metric_name_consistency.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_prometheus_metrics_endpoint.py perf(prometheus): render /metrics off the event loop and coalesce concurrent scrapes (#37702) 2026-08-20 16:08:22 -07:00
test_prometheus_missing_metrics.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_prometheus_none_metadata.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_prometheus_overhead_with_guardrails.py feat(prometheus): add litellm_total_overhead_latency_metric (SDK overhead + guardrails) (#31593) 2026-06-30 17:34:17 +08:00
test_prometheus_queue_guardrail_metrics.py fix(prometheus): fold auth/pre-call time into litellm_request_total_latency_metric (#37958) 2026-08-22 14:25:55 -07:00
test_prometheus_rate_limit_labels.py fix(prometheus): read v3 rate limiter remaining values for per-key model gauges (#33119) 2026-07-13 14:27:56 -07:00
test_prometheus_remaining_tokens_router_fallback.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_prometheus_service_tier_label.py feat(otel): stamp service tier attributes on inference spans (#35679) 2026-08-03 23:10:01 -07:00
test_prometheus_services.py test: drop the cwd-relative sys.path.insert calls from the test suite (#37802) 2026-08-22 09:25:58 -07:00
test_prometheus_spend_logs_metadata.py fix(prometheus): expose project_alias in custom metadata labels (LIT-3741) (#31784) 2026-07-01 10:44:02 +08:00
test_prometheus_stream_label.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_prometheus_token_detail_metrics.py fix(prometheus): populate cache write token metrics for OpenAI-style usage (#34803) 2026-07-27 12:28:19 -07:00
test_prometheus_user_team_metrics.py fix(proxy): count only active users toward license seat limit (#31227) 2026-06-29 18:01:02 -07:00
test_prompt_manager_ssti.py fix(security): sandbox jinja2 in gitlab/arize/bitbucket prompt managers 2026-05-02 09:14:02 +00:00
test_responses_background_cost.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_rubrik.py fix(guardrails/rubrik): attribute blocked requests to the caller that made them (#35734) 2026-08-03 19:56:24 -07:00
test_s3.py feat(s3): support SSE-KMS encryption params on both S3 logging paths (#35291) 2026-07-30 21:18:33 -07:00
test_s3_v2.py fix(s3_v2): percent-encode object keys once so signed and sent URLs match (#38005) 2026-08-24 18:16:17 -07:00
test_shadow_eval_logger.py fix(shadow_eval): refuse a judge model that also serves one of the arms it grades (#38589) 2026-08-27 18:44:44 -07:00
test_weave_otel.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00