litellm/tests/integration/observability
yucheng-berri c1e3d07e76
fix(guardrails): scan or refuse attachments in the bedrock guardrail (#43383)
* fix(guardrails): scan or refuse attachments in the bedrock guardrail

* fix(guardrails): cover native pre_call and computer screenshots in the bedrock attachment scan

* fix(guardrails): classify every attachment shape the bedrock guardrail can receive

* test(guardrails): type the attachment-scanning test guardrail

* fix(guardrails): keep base behavior for Bedrock subclasses and malformed messages

- skip the attachment scan when a subclass overrides apply_guardrail
- ignore non-string message role/type instead of raising
- treat a null Converse document/video/audio block as absent
- keep the base request-body debug log for text-only calls

* fix(guardrails): let text documents, unpadded base64 images and request-override subclasses through as before

* fix(guardrails): let Converse text documents through and refuse documents that carry images

* fix(guardrails): scan images inside content documents instead of refusing them

* fix(guardrails): scan text document content with the Bedrock guardrail

* fix(guardrails): scan document title, context and nested documents

* Expand nested content documents without recursion

* Keep attachment scan within the type-discipline budget

* Take the image format and pixel size from the image bytes

* chore(guardrails): satisfy type-discipline gate after merging main

* chore(guardrails): drop docstrings added by the attachment scan

* fix(guardrails): scan Converse text documents and guardContent images

A Converse document whose source is text (or a list of text parts) now
goes through the Bedrock text scan instead of being refused as
unscannable, so the pass-through request that worked before this PR
keeps working. A Converse guardContent image is now scanned like any
other image. Byte and S3 document sources stay unscannable.

Adds the integration test that drives every scanned endpoint through a
real proxy against a scripted Bedrock ApplyGuardrail stub, and retypes
the touched hook signatures for the type gates.

* test(guardrails): cover Bedrock checks mode in the attachment integration test

Adds a checks-mode proxy to the rig: images are refused without calling Bedrock on every route, and a Converse text document is sent to InvokeGuardrailChecks.

* fix(guardrails): scan a Converse document's name and context whatever its source

A Converse PDF or S3 document let through by skip_unscannable_attachments now still has its name and context scanned as text, the same as the Anthropic document path.

---------

Co-authored-by: yucheng-berri <293926326+yucheng-berri@users.noreply.github.com>
2026-10-10 16:48:37 -07:00
..
_azure_storage_support.py fix(azure_storage): name Data Lake objects without base64 padding or slashes (#43914) 2026-09-30 18:17:13 -07:00
_logging_only_scope_support.py feat(guardrails): split logging_only_scope direction from input-failure policy (#45709) 2026-10-10 01:46:39 -07:00
_openinference_support.py fix(otel): emit OpenInference tool calls and metadata on Arize OTel v2 spans (#43698) 2026-10-08 15:53:07 -07:00
_s3_v2_support.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
azure_dispatch_support.py fix(guardrails): restore Azure guardrail get_user_prompt dispatch and allow logging (#44067) 2026-10-01 23:30:32 -07:00
conftest.py test(observability): wait for warm-up spend rows in capped and count only the post-wipe half in X4 (#45006) 2026-10-07 11:29:05 -07:00
test_akto_logging_only.py feat(guardrails): support logging_only mode for the Akto guardrail (#45461) 2026-10-08 17:28:08 -07:00
test_arize_otel_v2_openinference_chaos.py test: fix stale and flaky tests across CircleCI, GHA and Buildkite (#45530) 2026-10-09 11:40:14 -07:00
test_arize_otel_v2_openinference_family.py fix(otel): emit OpenInference tool calls and metadata on Arize OTel v2 spans (#43698) 2026-10-08 15:53:07 -07:00
test_arize_otel_v2_openinference_modes.py fix(otel): emit OpenInference tool calls and metadata on Arize OTel v2 spans (#43698) 2026-10-08 15:53:07 -07:00
test_arize_otel_v2_openinference_sad_edge.py fix(otel): emit OpenInference tool calls and metadata on Arize OTel v2 spans (#43698) 2026-10-08 15:53:07 -07:00
test_arize_otel_v2_openinference_spans.py fix(proxy): classify /v1/messages pass-through streams as Anthropic on any host (#45602) 2026-10-09 11:57:03 -07:00
test_azure_content_safety_audit.py fix(guardrails): scan Responses API input in Azure Text Moderation (#43965) 2026-09-30 22:58:03 -07:00
test_azure_content_safety_dispatch.py fix(guardrails): restore Azure guardrail get_user_prompt dispatch and allow logging (#44067) 2026-10-01 23:30:32 -07:00
test_azure_content_safety_dispatch_resilience.py fix(guardrails): restore Azure guardrail get_user_prompt dispatch and allow logging (#44067) 2026-10-01 23:30:32 -07:00
test_azure_content_safety_endpoints.py fix(guardrails): scan Responses API input in Azure Prompt Shield (#43786) 2026-09-30 22:48:20 -07:00
test_azure_storage_chaos.py fix(azure_storage): keep the DataLakeServiceClient alive until its TTL elapses (#43082) 2026-09-30 18:50:15 -07:00
test_azure_storage_client_ttl.py fix(azure_storage): keep the DataLakeServiceClient alive until its TTL elapses (#43082) 2026-09-30 18:50:15 -07:00
test_azure_storage_file_names.py fix(azure_storage): keep client call ids from sharing one Data Lake file (#44099) 2026-10-01 23:23:37 -07:00
test_bedrock_error_request_id.py test(integration): cover customer reported cache key, cache_control, bedrock request id, responses schema, scim and tag budget contracts (#42785) 2026-09-23 13:19:38 -07:00
test_bedrock_guardrail_attachments.py fix(guardrails): scan or refuse attachments in the bedrock guardrail (#43383) 2026-10-10 16:48:37 -07:00
test_cache_hit_guardrail_metrics.py fix(proxy): keep deployment labels on cache-hit post_call guardrail rejections (#42780) 2026-09-23 22:48:04 -07:00
test_cache_hit_guardrail_metrics_chaos.py test(observability): wait for warm-up spend rows in capped and count only the post-wipe half in X4 (#45006) 2026-10-07 11:29:05 -07:00
test_callback_delivery.py test(integration): regression tests for August cost tracking and budgeting bugs (#42622) 2026-09-23 04:13:03 +00:00
test_file_usage_counter_span.py feat(proxy): cap batch file records, daily batch uploads, and per-file downloads (#43632) 2026-10-06 03:06:36 +00:00
test_grayswan_wire.py fix(grayswan): send request conversation and tool calls to post-call monitor (#43770) 2026-09-30 17:52:53 -07:00
test_grayswan_wire_chaos.py fix(grayswan): send request conversation and tool calls to post-call monitor (#43770) 2026-09-30 17:52:53 -07:00
test_guardrail_attachment.py test: replace 61 live logging and otel tests with offline unit and integration coverage (#45362) 2026-10-08 15:55:57 -07:00
test_guardrail_effects.py feat(guardrails): split logging_only_scope direction from input-failure policy (#45709) 2026-10-10 01:46:39 -07:00
test_guardrail_stream_scope.py feat(guardrails): per-mode stream_scope with bedrock stream and pass-through fixes (#43801) 2026-10-08 13:46:53 -07:00
test_guardrail_stream_scope_chaos.py feat(guardrails): per-mode stream_scope with bedrock stream and pass-through fixes (#43801) 2026-10-08 13:46:53 -07:00
test_guardrail_stream_scope_matrix.py feat(guardrails): per-mode stream_scope with bedrock stream and pass-through fixes (#43801) 2026-10-08 13:46:53 -07:00
test_guardrail_timeout_all_providers.py perf(ci): isolate and shard integration suites (#44146) 2026-10-10 11:15:19 -07:00
test_langfuse_delivery.py fix(proxy): traceparent/baggage fallback must not override caller metadata (#43688) 2026-10-07 19:24:50 -07:00
test_langtrace_delivery.py test(integration): turn the model-info refresh off in every integration proxy config (#45104) 2026-10-07 11:46:34 -07:00
test_logging_only_scope_chaos.py feat(guardrails): add logging_only_scope to observe input, output, or both (#43695) 2026-10-07 14:03:33 -07:00
test_logging_only_scope_config.py feat(guardrails): split logging_only_scope direction from input-failure policy (#45709) 2026-10-10 01:46:39 -07:00
test_logging_only_scope_runtime.py feat(guardrails): split logging_only_scope direction from input-failure policy (#45709) 2026-10-10 01:46:39 -07:00
test_otel_conversation_id.py test(integration): turn the model-info refresh off in every integration proxy config (#45104) 2026-10-07 11:46:34 -07:00
test_otel_excluded_services.py fix(caching): key response cache by router model group in litellm_metadata (#44542) 2026-10-05 17:06:21 +00:00
test_otel_excluded_services_matrix.py fix(otel): tolerate non-dict callback_settings.otel and ignore bare EXCLUDED_SERVICES env (#44086) 2026-10-02 12:36:46 -07:00
test_otel_team_capture_message_content.py feat(otel)!: let a team capture_message_content override the global setting for its OTel v2 destination (#44264) 2026-10-10 13:52:32 -07:00
test_otel_text_completion_choices.py fix(otel): keep text completion choice fields beside the synthesized message (#42537) 2026-09-22 14:24:32 -07:00
test_otel_v1_request_trace.py fix(caching): key response cache by router model group in litellm_metadata (#44542) 2026-10-05 17:06:21 +00:00
test_passthrough_upstream_error_chaos.py perf(ci): isolate and shard integration suites (#44146) 2026-10-10 11:15:19 -07:00
test_passthrough_upstream_error_visibility.py test(integration): opt the config pass-through spend-log case into auth (#44265) 2026-10-02 23:12:15 +00:00
test_presidio_entity_masking.py test(integration): move legacy proxy, router and Redis tests into tests/integration (#44128) 2026-10-01 23:00:54 -07:00
test_presidio_streaming_output.py fix(presidio): mask streamed /v1/messages output when the first upstream read is a keepalive, a data-less ping, or a split utf8 character (#43023) 2026-09-25 00:48:42 -07:00
test_prometheus_request_metrics.py test: replace 61 live logging and otel tests with offline unit and integration coverage (#45362) 2026-10-08 15:55:57 -07:00
test_prometheus_series_cap.py feat(prometheus): cap series per metric for every labeled metric (#44420) 2026-10-06 01:28:44 +00:00
test_prometheus_series_cap_chaos.py feat(prometheus): cap series per metric for every labeled metric (#44420) 2026-10-06 01:28:44 +00:00
test_s3_v2_flush_surfaces.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
test_s3_v2_partition_granularity.py feat(s3_v2): add s3_partition_granularity option for hourly S3 folders (#43748) 2026-10-01 11:00:21 -07:00
test_s3_v2_streaming_failure_dedupe.py fix(responses): stop SDK retries nesting under router retries, and unbreak CircleCI integration tests (#44791) 2026-10-06 15:57:33 +00:00
test_s3_v2_upload_fanout.py chore(lint): remove the LIT002 mutable-construction rule (#43971) 2026-10-01 12:24:02 -07:00
test_signoz_delivery.py test(integration): turn the model-info refresh off in every integration proxy config (#45104) 2026-10-07 11:46:34 -07:00
test_straiker_v3_platform.py perf(ci): isolate and shard integration suites (#44146) 2026-10-10 11:15:19 -07:00
test_xecguard_wire.py refactor(types): replace Any with proven types in 7 files (#43704) 2026-09-29 06:12:58 -07:00