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litellm/litellm/integrations
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Ishaan 8f9894fbd6
fix(ci): unblock dependency security checks (#48055) 
* fix(deps): upgrade vulnerable Python dependencies

* fix(deps): lock patched Python dependency versions

* fix(otel): preserve JSON export with the updated SDK

* test(otel): cover JSON export with the updated SDK

* test(otel): update SDK log records and worker discovery

* fix(ui): align Lens peer dependency with patched Next.js

* fix(otel): hand the AgentOps exporter a session it owns for the JWT header

OpenTelemetry 1.45 moved the OTLP HTTP exporter's requests.Session behind a
transport, so writing the minted JWT to the exporter's private _session raised,
was swallowed, and every AgentOps batch went out unauthenticated. The exporter
now creates the session, passes it through the public session= argument and
sets the Authorization header on it

The tests now drive a real export, serving the token endpoint with respx and
capturing the OTLP POST with requests_mock, instead of reading SDK internals

* fix(otel): skip FastAPI instrumentation once the app has started

opentelemetry-instrumentation-fastapi 0.66b1 wraps build_middleware_stack instead
of calling add_middleware, so instrumenting an app whose middleware stack is
already built no longer raises. The call silently did nothing while we still
registered the global response propagator. Check the built stack up front and
skip both, which is what the existing test expects

* test(otel): assert exported requests and span flags instead of SDK internals

OpenTelemetry 1.45 dropped the exporter's private _headers and sets the W3C
random-trace-id flag on new traces, so traceresponse ends in -03. The Langtrace
and Langfuse tests now export through requests_mock and check the URL and headers
the collector receives, and the traceresponse tests expect the server span's own
trace flags

* fix(deps): bump dashboard zod to 4.6.6 and make the vendored Lens use it

zod 4.6.5 is flagged by the dependency scan and blocks osv-scan on every PR. A
root bump alone leaves the vendored Lens tarball, which pins zod 4.6.5 exactly,
on its own nested copy, so a top-level zod override points every consumer at the
root version and the lock carries a single zod 4.6.6

* test(ui): stub the tag summary fetch the client panel retry refreshes

Retrying the model breakdown refetches /tag/summary, which this integration test
left on the real network. When that request failed before the assertion, the
panel switched to its summary error and unmounted the model row, so the test
passed or failed by timing

* fix(deps): drop the duplicated Lens override from the dashboard package.json

* style(ui): format the client panel fetch stub

---------

Co-authored-by: Yuneng Jiang <yuneng@berri.ai>
2026-10-23 14:05:46 -07:00
..
_types style: unify ruff format width on 120 (#31518) 2026-06-27 12:39:29 -07:00
agentops refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
arize fix(otel)!: leave out span cost when the price lookup failed (#44187) 2026-10-20 09:48:47 +00:00
azure_sentinel chore(lint): remove the LIT002 mutable-construction rule (#43971) 2026-10-01 12:24:02 -07:00
azure_storage feat(azure_storage): upload audit logs to Azure Storage via audit_log_callbacks (#43838) 2026-10-10 14:48:56 -07:00
bitbucket refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
clickhouse fix(proxy): honor disable_end_user_cost_tracking in spend logs and end-user tables (#40945) 2026-10-15 21:48:20 +00:00
cloudzero chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
code_interpreter_interception fix(websearch_interception): drop stream_options when forcing stream=False and replay it on the final stream (#45433) 2026-10-09 22:16:02 -07:00
compression_interception fix(proxy): run the remaining inline token counts off the event loop 2026-09-08 18:42:38 +00:00
datadog refactor(types): replace Any with proven types in 6 files (#47268) 2026-10-20 14:17:07 +00:00
deepeval refactor(types): replace Any with proven types in 50 files (#47818) 2026-10-21 11:58:31 +00:00
dotprompt chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
email_templates feat(proxy): email alerts at configured percentages of a team member budget (#42665) 2026-09-26 02:42:45 +00:00
focus refactor: clean up fresh tech debt in per-user Copilot auth, Ternary FOCUS export and telemetry (#45769) 2026-10-15 04:29:27 +00:00
gcs_bucket refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
gcs_pubsub refactor(proxy): expose public names for private proxy helpers (#45170) 2026-10-07 18:59:27 -07:00
generic_api refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
generic_prompt_management refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
gitlab fix(proxy)!: count endpoints return errors in their source API shape instead of silent local counts (#46815) 2026-10-16 00:11:39 -07:00
langfuse fix(langfuse_otel)!: send the completion start time (#45597) 2026-10-20 13:52:26 +00:00
levo test: move tests/test_litellm integrations and secret_managers into tests/unit (#43194) 2026-09-25 12:57:07 -07:00
litellm_agent feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
mavvrik_focus refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
newrelic chore(lint): remove the LIT002 mutable-construction rule (#43971) 2026-10-01 12:24:02 -07:00
opentelemetry_utils refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
opik refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
otel fix(ci): unblock dependency security checks (#48055) 2026-10-23 14:05:46 -07:00
pointfive perf(types): defer pydantic schema builds via shared LiteLLMBaseModel (#44720) 2026-10-05 22:10:08 -07:00
prometheus_helpers refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
SlackAlerting refactor(sdk): import UserAPIKeyAuth from litellm.types.proxy.auth (#45806) 2026-10-10 21:27:48 +00:00
ternary refactor: clean up fresh tech debt in per-user Copilot auth, Ternary FOCUS export and telemetry (#45769) 2026-10-15 04:29:27 +00:00
vantage refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
vector_store_integrations refactor(types): replace Any with proven types in 137 files (#44478) 2026-10-05 11:01:45 -07:00
weave refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
websearch_interception fix(exa): return highlights, highlight scores, score and the response envelope from Exa search (#47423) 2026-10-19 15:45:56 -07:00
zerobus perf(types): defer pydantic schema builds via shared LiteLLMBaseModel (#44720) 2026-10-05 22:10:08 -07:00
__init__.py
adaptive_concurrency.py fix(s3_v2): upload fresh events first, drop terminal failures and hour-old retries by default, opt-in adaptive concurrency (#43022) 2026-09-26 14:58:28 -07:00
additional_logging_utils.py refactor(lint): apply every safe ruff autofix and zero 28 strict-rule budgets 2026-08-01 15:43:29 -07:00
anthropic_cache_control_hook.py fix(anthropic, bedrock)!: keep a redacted_thinking content item on every Claude route (#47489) 2026-10-20 15:00:31 +00:00
argilla.py chore(typing): clear 670 basedpyright Any errors by validating provider payloads at the boundary (#45388) 2026-10-13 15:35:23 -07:00
athina.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
batch_line_item_objects.py feat(batches): store each batch line's request and response in S3 and GCS (#41691) 2026-10-15 11:32:56 -07:00
batch_utils.py fix(azure_sentinel): split batches under the 1MB ingestion cap (#39880) 2026-09-05 17:15:36 -07:00
braintrust_logging.py refactor: replace Any with precise types across 54 modules 2026-09-14 11:13:39 +00:00
braintrust_mock_client.py chore(typing): clear 1.6k basedpyright Any errors across 56 files 2026-08-11 06:47:39 -07:00
callback_configs.json feat(s3_v2): add s3_partition_granularity option for hourly S3 folders (#43748) 2026-10-01 11:00:21 -07:00
custom_batch_logger.py feat(tracing): add OTLP trace ingestion and reads (#43915) 2026-09-30 21:12:29 +00:00
custom_guardrail.py fix(guardrails)!: preserve Bedrock Converse redactions and honor tool-only scans (#45874) 2026-10-17 20:38:14 -07:00
custom_logger.py fix(logging): deliver completed batch success callbacks consistently (#47192) 2026-10-18 09:19:04 -07:00
custom_prompt_management.py refactor(lint): apply every safe ruff autofix and zero 28 strict-rule budgets 2026-08-01 15:43:29 -07:00
custom_secret_manager.py perf: build log messages lazily so filtered-out log records cost nothing (#35703) 2026-08-04 04:34:52 +00:00
custom_sso_handler.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
dynamodb.py refactor: expose core private helpers under public names (#44871) 2026-10-07 00:05:27 +00:00
email_alerting.py refactor(types): move slack alerting leaf types out of proxy/_types.py (#45752) 2026-10-10 19:06:22 +00:00
galileo.py perf(types): defer pydantic schema builds via shared LiteLLMBaseModel (#44720) 2026-10-05 22:10:08 -07:00
greenscale.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
helicone.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
helicone_mock_client.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
humanloop.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
lago.py refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
langsmith.py refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
langsmith_mock_client.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
langtrace.py refactor(types): move SpanAttributes, SpecialHeaders and AllowedModelRegion out of proxy._types (#44717) 2026-10-05 21:40:13 -07:00
literal_ai.py refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
logfire_logger.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
lunary.py refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
mlflow.py fix(mlflow): prevent _stream_id_to_span leak and mlflow 2.x end_trace TypeError (#39049) 2026-09-08 16:18:06 -07:00
mock_client_factory.py chore(typing): clear 1.6k basedpyright Any errors across 56 files 2026-08-11 06:47:39 -07:00
openmeter.py chore(lint): strip inert type: ignore comments and zero LIT009, LIT010, LIT011 headroom 2026-08-05 02:37:24 -07:00
opentelemetry.py fix(otel): put the error message on every failed span status (#44185) 2026-10-20 06:35:47 +00:00
posthog.py refactor(llms): expose public names for private provider helpers (#45037) 2026-10-07 08:49:25 -07:00
posthog_mock_client.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
prometheus.py fix(prometheus): preserve requested model after fallback (#45555) 2026-10-19 23:41:41 -07:00
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
prometheus_services.py fix(caching): report Redis circuit-breaker metrics through the Prometheus services logger (#46484) 2026-10-14 14:29:54 -07:00
prompt_layer.py feat(lint): enforce Final on locals and freeze function parameters (LIT010, LIT011) 2026-08-04 12:54:39 -07:00
prompt_management_base.py fix(prompts): apply prompt templates before routing on /v1/responses and honor ignore_prompt_manager_model 2026-08-26 14:12:28 -07:00
Readme.md
rubrik.py refactor(sdk): import UserAPIKeyAuth from litellm.types.proxy.auth (#45806) 2026-10-10 21:27:48 +00:00
s3.py fix(s3): bound object key filenames (#40825) 2026-10-15 12:59:35 -07:00
s3_v2.py feat(batches): store each batch line's request and response in S3 and GCS (#41691) 2026-10-15 11:32:56 -07:00
shadow_eval_logger.py refactor(typing): clear 1143 basedpyright Any errors across 273 files (#46574) 2026-10-15 21:08:47 +00:00
sqs.py fix(bedrock): sign on a dedicated executor instead of the shared default one 2026-09-09 18:52:00 -07:00
supabase.py chore(lint): strip inert type: ignore comments and zero LIT009, LIT010, LIT011 headroom 2026-08-05 02:37:24 -07:00
test_httpx.py
traceloop.py chore(lint): strip inert type: ignore comments and zero LIT009, LIT010, LIT011 headroom 2026-08-05 02:37:24 -07:00
weights_biases.py refactor(types): replace Any with proven types in 32 files 2026-09-21 10:51:46 +00:00

Readme.md

Integrations

This folder contains logging integrations for litellm

eg. logging to Datadog, Langfuse, Prometheus, s3, GCS Bucket, etc.