litellm/tests/test_litellm/integrations
Yassin Kortam 99b4c5ed3e
feat(otel): emit the gen_ai.client.operation.exception event on failed LLM calls (#32655)
* feat(otel): emit the gen_ai.client.operation.exception event on failed LLM calls

The GenAI semantic conventions record failures of a GenAI client operation as
a log-based event named gen_ai.client.operation.exception, carrying the
exception.type / exception.message / exception.stacktrace trio at severity
WARN and correlated to the failed span. OTel v2 never emitted it: a failed LLM
call produced only the deprecated error.* span attributes, a generic exception
span event without a stacktrace, and the stacktrace under the vendor key
litellm.provider.error.stack_trace.

Build the logs pipeline (LoggerProvider + console/OTLP log exporters mirroring
the metrics plumbing) and record the event behind the enable_events flag, which
until now was defined but consumed nowhere. An operator-configured LoggerProvider
global is reused so the events ride their existing logs pipeline; an explicit
NoOpLoggerProvider global is honored as an opt-out and builds no recorder at all.

The existing span-side error surface (error.type, error.message, the exception
span event, and the litellm.provider.error.* detail keys) is untouched for
backwards compatibility.

* fix(otel): always ride the semconv-required exception pair on the GenAI event

Filtering the event attributes on truthiness conflated "absent" with "empty",
so an empty exception.type or exception.message would have been dropped, leaving
an event with neither semconv-required field. Build the attributes so the pair is
unconditional and only the recommended stacktrace is omitted when the payload
carries none.

* docs(otel): document the events plumbing module in the package README

* test(otel): cover the log exporter selection and logs endpoint normalization

The new logs plumbing had no coverage for exporter-kind selection, the
console fallback for an unrecognized kind, the /v1/logs signal-path rewriting
that lets one OTEL_ENDPOINT serve every signal, or the simple-vs-batch
processor split.
2026-07-10 16:08:10 -07:00
..
arize feat(arize/phoenix): OpenInference rendering parity — tool_calls, cost, passthrough I/O, session/user, multimodal, cache tokens (#28800) 2026-06-03 12:09:50 -07:00
azure_storage style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
bitbucket fix: block path traversal SSRF in BitBucket, Arize Phoenix, and AssemblyAI clients (#26943) 2026-05-01 11:45:12 -07:00
cloudzero style: run black formatter on files from main merge 2026-04-17 13:02:59 -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 fix(callbacks): forward callback_settings to callback initializers and guard consumers against non-dict values (#30161) 2026-06-10 15:22:00 -07:00
datadog chore(oss): litellm oss staging 120626 (#30292) 2026-06-12 09:49:25 -07:00
dotprompt style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
focus chore: litellm oss staging (#31185) 2026-06-26 09:17:44 -07:00
gcs_bucket fix cloud storage file guards 2026-05-01 15:34:11 -07:00
gcs_pubsub Litellm fix GitHub action testing (#11163) 2025-05-26 14:41:42 -07:00
gitlab style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
langfuse Litellm oss staging 050626 (#29774) 2026-06-05 13:51:51 -07:00
levo style: run black formatter on files from main merge 2026-04-17 13:02:59 -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: litellm oss 110626 (#30202) 2026-06-11 22:30:26 -07:00
open_telemetry fix(otel): capture 401 error details in management endpoint spans (#29535) 2026-06-02 16:40:30 -07:00
opik Litellm oss staging 030626 (#29578) 2026-06-03 11:01:51 -07:00
otel feat(otel): emit the gen_ai.client.operation.exception event on failed LLM calls (#32655) 2026-07-10 16:08:10 -07:00
SlackAlerting chore(oss): litellm oss staging 120626 (#30292) 2026-06-12 09:49:25 -07:00
websearch_interception fix: merge websearch tool params (#32162) 2026-07-04 19:24:35 -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 Litellm fix GitHub action testing (#11163) 2025-05-26 14:41:42 -07:00
test_anthropic_cache_control_hook.py feat: add cache control injection support for v1/messages endpoint (#31778) 2026-06-30 19:31:51 -07:00
test_athina.py Litellm fix GitHub action testing (#11163) 2025-05-26 14:41:42 -07:00
test_azure_sentinel.py fix(azure_sentinel): resolve audit stream from AZURE_SENTINEL_AUDIT_STREAM_NAME (#32010) 2026-07-03 12:09:27 -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): mask credentials embedded in guardrail_response before persist (LIT-4314) (#32687) 2026-07-09 20:26:22 -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 [Fix] CI/CD - Fix failing proxy and core integration tests (#17926) 2025-12-13 10:11:01 -08:00
test_deepeval.py fix: use fastuuid helper (#14903) 2025-09-25 15:47:01 -07:00
test_galileo.py feat(galileo): add health check support for UI callback test (#29908) 2026-06-08 13:57:03 -07:00
test_guardrail_logging_sync.py feat(guardrails): add headroom guardrail for message compression (#31407) 2026-06-26 19:36:44 -07:00
test_langfuse.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_langfuse_otel.py chore(oss): litellm oss staging 120626 (#30292) 2026-06-12 09:49:25 -07:00
test_langsmith_init.py Remove unneeded metadata info from LangSmith 2026-05-01 15:42:12 -07:00
test_mlflow.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_openmeter.py Litellm oss staging 050626 (#29774) 2026-06-05 13:51:51 -07:00
test_opentelemetry.py fix(otel): hashable scope for _emit_once when guardrail_mode is list (#31262) 2026-06-25 11:59:35 -07:00
test_opentelemetry_dynamic_imports.py Make grpc dependency optional (#19447) 2026-01-20 19:03:52 -08:00
test_otel_guardrail_violation_spans.py feat: add guardrail violation span attributes and fix missing spans on pre-call blocks (#28364) 2026-05-21 15:49:42 -07:00
test_otel_team_attributes_matrix.py feat: propagate team_id and team_alias to all child OTEL spans (#28273) 2026-05-19 15:31:25 -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_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 Litellm OSS Staging 010626 (#29422) 2026-06-01 21:42:51 -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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_prometheus_labels.py feat(prometheus): add api_provider label to token, latency, request and cache metrics (#32126) 2026-07-04 15:16:08 -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_metric_name_consistency.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -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 fix: guard against None metadata in prometheus metrics (#21489) 2026-02-18 12:40:45 -08:00
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 style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00
test_prometheus_rate_limit_labels.py feat: standardize rate limit errors with category, rate_limit_type, model, and llm_provider fields (#27687) 2026-06-06 17:50:29 -07:00
test_prometheus_remaining_tokens_router_fallback.py fix(prometheus): emit litellm_remaining_tokens_metric for Bedrock and Vertex (#27705) 2026-05-13 17:40:59 -07:00
test_prometheus_services.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -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 feat(prometheus): emit per-token-type detail metrics (LIT-3220) (#28372) (#28378) 2026-05-23 12:17:42 -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 Litellm oss staging 04 21 2026 2 (#26569) 2026-05-20 21:25:19 -07:00
test_s3_v2.py fix: allow S3 Content-MD5 on FIPS hosts 2026-07-02 01:17:10 +00:00
test_weave_otel.py style: run black formatter on files from main merge 2026-04-17 13:02:59 -07:00