litellm/tests/integration/observability
simonp9 250af8f027
fix(spend)!: save streamed /v1/responses spend rows under the encrypted resp_ id the client received (#49493)
* fix(responses): log the encrypted response id on streamed /v1/responses spend rows

With response id security on, the stream hook encrypts the resp_ id on every
frame, but logging had already received the SDK's own copy of the terminal
response, so the spend row, the standard logging payload and callbacks got the
managed id (or the chatcmpl id on a bridged stream) the client never saw. The
hook now records the exact id it advertises on the request's logging object,
and the logging layer stamps that id on the logged streamed response

* fix(responses): return the id the client sent on GET and cancel, and keep read rows off the create row's id

Every GET /v1/responses/{id} re-encrypted the response id, so a client that continued a bridged conversation with the
id a GET returned referenced a ciphertext no spend row was filed under. The follow-up lost turn 1 and opened a new
session. GET and cancel now answer with the exact id the client sent when it is an id this proxy issued and it decodes
to the response the provider returned. A create with previous_response_id still gets a fresh id for its own response,
and a raw provider id still gets a managed id

Because a read now carries the create's id, a GET or cancel spend row is filed as <id>_retrieve_<call id> or
<id>_cancel_<call id>. That keeps one row per read, as before, and a read row can never take the create row's
request_id, so the create row survives whichever row is written first and a follow-up replays turn 1 once. The
background settlement row keeps <id>_background_cost, and the cost poll's own status checks keep the response id

* fix(responses): log a fresh id for each read and cancel, echo the held id only to its owner

A GET or cancel of a stored response now logs a new encrypted id of its own,
so callbacks and spend rows never reuse the create's id, while the owner of
the id still gets back the exact id they sent. An admin reading someone
else's response gets an id bound to the admin, as before. The spend row id
suffix for reads and cancels is gone, so with response id security off the
rows and session history match the default branch. A streamed GET follows
the same rules.

* fix(responses): echo the sent id to every reader that passes the response access check

A GET, streamed GET or cancel of a response now answers with the id the caller sent whenever the caller passed
the access check, not only when the caller is the user or team the id was issued to. An admin, the master key
or a teammate who read someone else's streamed response got a fresh id back, and the session lookup could not
reach the first turn from it, so a bridged follow-up through that id lost the conversation history

Every read and cancel still logs a fresh id bound to the reader, never the create's id

* fix(responses): keep a read or cancel row in session history only when it brings new output

A GET, streamed GET or cancel sent with a session header joins the
create's session, and its stored response repeats the create's output.
The replay then sent the same assistant turn once per read.

Session history now keeps an aget_responses or acancel_responses row
only when its stored Responses output has an item id that no earlier
kept row carried. A polled background response keeps the first poll
that returns the finished output, since its queued create row has none,
and later polls of the same output are dropped. Every other row keeps
today's rule

* fix(responses): replay each history item once, echo the sent id on delete, keep background cost files apart

A create row now owns its output items in session history, and a read or cancel row adds only items no
create and no earlier read carried, in one linear pass, so a background response polled while it grows,
or a read that ends before its streamed create, replays the answer once and after its prompt

DELETE /v1/responses/{id} answers with the id the caller sent, on a copy, and logs a fresh encrypted id
like a read does

Azure Data Lake Storage per-event files and unbatched GCS objects are named after the event's spend row
id, so a streamed background create and its cost event, which now share the client's id, keep separate
files

The integration tests that decoded the managed id now match the exact id the client received

* fix(responses): keep main's answer for a raw-id delete and main's storage names outside background cost events

A DELETE by a raw provider id returns the provider's id as main did, and logging still records a fresh
encrypted id. A streamed GET matches the held id by upstream response id, like a plain GET

Only a background response's cost event gets the _background_cost suffix on its Azure Data Lake Storage
file and unbatched GCS object, so batch retrieves and events with no id keep main's names

An item a session read replays takes the newest read's copy at the first read's place, so an item a
poll caught half written replays finished

Tests pin the client's id over the router's continued response id, and the storage test no longer reads
the clock after the upload

* fix(spend): give background cost events their own OpenMeter and DynamoDB ids, replay id-less read items

A streamed background create and its later cost event share the client's
id, so OpenMeter dropped the second event and DynamoDB overwrote the
create's item. Both now key the cost event as <id>_background_cost, like
its spend row and storage file.

Session history again replays a read's output items that carry no id,
as main did.

* fix(integrations): keep OpenMeter and DynamoDB logging working without the proxy extras

* fix(integrations): give background cost events their own ClickHouse request id and DeepEval span id

A streamed background create and its later cost event now share the id the
client received, so ClickHouse and DeepEval saw both events under one id.
Route both through logged_event_key, the way the Azure storage, GCS,
OpenMeter and DynamoDB loggers already do, so the cost event's ClickHouse
request_id matches its spend row's `<id>_background_cost` and its DeepEval
span gets its own uuid. ClickHouse response_id stays the raw provider id.

* test(deepeval): annotate the background cost span test's locals with Final

* test(responses): run the DELETE wire test that pins the echoed client id

DELETE /v1/responses/{id} now answers with the id the caller sent, so the
skip that marked it as a known bug no longer applies. The test passes on
the /v1, /openai/v1 and bare routes.

---------

Co-authored-by: mateo-berri <277851410+mateo-berri@users.noreply.github.com>
2026-11-02 14:13:17 -08:00
..
_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
_langfuse_otel_metadata_support.py fix(otel)!: print OTel v2 spans to stdout only when the operator asks (#48723) 2026-10-29 12:20:07 -07:00
_logging_only_scope_support.py test(integration): fix four flaky integration tests (#49554) 2026-11-02 09:23:17 -08:00
_openinference_support.py fix(streaming)!: send the include_usage chunk with an empty choices array (#47109) 2026-10-21 02:26:05 +00:00
_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
_ternary_support.py feat(focus): add ternary destination for FOCUS export (#46106) 2026-10-12 22:52:40 -07:00
azure_dispatch_support.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
conftest.py test(integration): scope the signoz, otel conversation id, and series cap proxy fixtures to their module (#48965) 2026-10-29 03:28:39 -07:00
logging_worker_drain_canary.py test: migrate SDK and proxy-booting legacy CircleCI tests to their tiers (#45758) 2026-10-11 00:17:21 -07:00
test_akto_logging_only.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_apply_guardrail_endpoint.py fix(proxy)!: label shared-handler errors the way the route catch-alls do (#39555) 2026-10-30 06:58:05 -07:00
test_arize_otel_v2_openinference_chaos.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_arize_otel_v2_openinference_family.py fix(decisions): bill unpriced returned TypeSafe versions at the requested model and name a missing answers field (#47508) 2026-10-20 11:46:17 -07:00
test_arize_otel_v2_openinference_modes.py test(integration): size restart-mid-burst timeouts from the proxy boot budget (#49376) 2026-10-31 10:17:34 -07:00
test_arize_otel_v2_openinference_sad_edge.py fix(proxy)!: stop answering with the literal string "None" as error type and param on the proxy-server, auth, spend, and key health routes (#39540) 2026-10-29 18:20:52 -07:00
test_arize_otel_v2_openinference_spans.py fix(decisions): bill unpriced returned TypeSafe versions at the requested model and name a missing answers field (#47508) 2026-10-20 11:46:17 -07:00
test_azure_content_safety_audit.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
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 test(integration): hand every harness server a port from one per-worker block (#46761) 2026-10-15 16:56:40 -07:00
test_azure_content_safety_endpoints.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_azure_storage_chaos.py test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_azure_storage_client_ttl.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
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_batch_line_items_cold_storage.py test(integration): fix seven CircleCI integration tests that race or assume a worker spread (#47001) 2026-10-16 22:45:29 +00:00
test_bedrock_converse_guardrail_rewrites.py fix(guardrails)!: preserve Bedrock Converse redactions and honor tool-only scans (#45874) 2026-10-17 20:38:14 -07:00
test_bedrock_converse_stream_post_call_guardrail.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_bedrock_error_request_id.py fix(responses): preserve provider request IDs in streaming failure logs (#45453) 2026-10-16 00:29:11 -07:00
test_bedrock_guardrail_attachments.py fix(ci): isolate integration workers and repair test fixtures (#45863) 2026-10-11 01:56:02 -07:00
test_bedrock_invoke_stream_post_call_guardrail.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_cache_hit_guardrail_metrics.py test(integration): align remaining release qualification checks (#49714) 2026-11-02 12:43:15 -08:00
test_cache_hit_guardrail_metrics_chaos.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_callback_delivery.py test(integration): repair seven stale integration tests on main (#47600) 2026-10-20 11:21:04 -07:00
test_content_filter_logging_only.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_custom_logger_hook_counts.py fix(logging)!: fire one CustomLogger failure hook per async call outside the async flag list (#47124) 2026-10-20 15:19:14 -07:00
test_custom_logger_hook_counts_chaos.py fix(logging)!: fire one CustomLogger failure hook per async call outside the async flag list (#47124) 2026-10-20 15:19:14 -07:00
test_custom_logger_hook_counts_modes.py fix(logging)!: fire one CustomLogger failure hook per async call outside the async flag list (#47124) 2026-10-20 15:19:14 -07:00
test_custom_logger_hook_counts_post_call_block.py fix(logging)!: fire one CustomLogger failure hook per async call outside the async flag list (#47124) 2026-10-20 15:19:14 -07:00
test_custom_logger_hook_counts_vendors.py fix(logging)!: fire one CustomLogger failure hook per async call outside the async flag list (#47124) 2026-10-20 15:19:14 -07:00
test_custom_logger_redaction.py fix(logging)!: redact Responses instructions and callback output (#43315) 2026-10-20 20:38:17 +00:00
test_datadog_logging_delivery.py test: migrate legacy unit dirs and unrun folders into tests/unit, tests/integration and tests/e2e (#45940) 2026-10-11 06:24:57 -07:00
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_generic_guardrail_api_wire.py fix(guardrails): accept Gemini tools in generic_guardrail_api, add opt-in forward_messages_as_sent, name the error type on fail-open (#46338) 2026-10-16 14:52:35 -07:00
test_generic_guardrail_num_retries.py feat(guardrails): add num_retries to generic_guardrail_api for checks lost after connect (#46965) 2026-10-17 12:22:41 -07:00
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 test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -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 test: fix integration tests that fail on test order, races and intended changes (#49310) 2026-10-30 13:25:47 -07:00
test_guardrail_load_balancing.py test: migrate SDK and proxy-booting legacy CircleCI tests to their tiers (#45758) 2026-10-11 00:17:21 -07:00
test_guardrail_pipeline_applied_header.py fix(guardrails): drop the response pipeline steps that never ran from x-litellm-applied-guardrails (#49264) 2026-10-30 17:00:44 -07:00
test_guardrail_stream_scope.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_guardrail_stream_scope_chaos.py test(integration): remove BUG skips for 3 tests that pass on main (#47364) 2026-10-19 21:39:35 -07:00
test_guardrail_stream_scope_matrix.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_guardrail_timeout_all_providers.py feat(guardrails): add Wingback guardrail integration (#46136) 2026-10-12 22:18:10 -07:00
test_langfuse_delivery.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_langfuse_otel_console_output.py fix(otel)!: print OTel v2 spans to stdout only when the operator asks (#48723) 2026-10-29 12:20:07 -07:00
test_langfuse_otel_legacy_destinations.py fix(otel)!: give key/team Langfuse destinations user, tags and session on OTel v2 without global Langfuse keys (#48718) 2026-10-29 12:19:08 -07:00
test_langfuse_otel_metadata_chaos.py fix(spend)!: save streamed /v1/responses spend rows under the encrypted resp_ id the client received (#49493) 2026-11-02 14:13:17 -08:00
test_langfuse_otel_metadata_clients.py fix(spend)!: save streamed /v1/responses spend rows under the encrypted resp_ id the client received (#49493) 2026-11-02 14:13:17 -08:00
test_langfuse_otel_metadata_destinations.py fix(langfuse otel): emit request metadata under langfuse.observation.metadata and langfuse.trace.metadata on the OTEL v2 Langfuse mapper (#42697) 2026-10-27 18:54:10 -07:00
test_langfuse_otel_metadata_identity.py fix(langfuse otel): emit request metadata under langfuse.observation.metadata and langfuse.trace.metadata on the OTEL v2 Langfuse mapper (#42697) 2026-10-27 18:54:10 -07:00
test_langfuse_otel_tenant_only.py fix(otel)!: give key/team Langfuse destinations user, tags and session on OTel v2 without global Langfuse keys (#48718) 2026-10-29 12:19:08 -07:00
test_langfuse_otel_trace_fields.py fix(langfuse_otel)!: derive trace-level name, input, output and tags on traces litellm starts (#42705) 2026-10-27 10:34:55 -07:00
test_langsmith_logging_delivery.py test: migrate legacy unit dirs and unrun folders into tests/unit, tests/integration and tests/e2e (#45940) 2026-10-11 06:24:57 -07:00
test_langtrace_delivery.py test: update stale integration and guardrail e2e tests to intended behavior (#48665) 2026-10-28 01:11:25 +00:00
test_logging_only_scope_chaos.py test(integration): size restart-mid-burst timeouts from the proxy boot budget (#49376) 2026-10-31 10:17:34 -07:00
test_logging_only_scope_config.py test(integration): fix four flaky integration tests (#49554) 2026-11-02 09:23:17 -08:00
test_logging_only_scope_runtime.py test(integration): fix four flaky integration tests (#49554) 2026-11-02 09:23:17 -08:00
test_logging_worker_drain.py test: migrate SDK and proxy-booting legacy CircleCI tests to their tiers (#45758) 2026-10-11 00:17:21 -07:00
test_otel_cache_hit_cost.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_otel_conversation_id.py fix(spend)!: save streamed /v1/responses spend rows under the encrypted resp_ id the client received (#49493) 2026-11-02 14:13:17 -08:00
test_otel_excluded_services.py test(integration): isolate shared proxy state behind six order-dependent flakes (#46172) 2026-10-13 09:55:11 -07:00
test_otel_excluded_services_matrix.py test(integration): wait for the gen-AI span before reading the excluded-services operator trace (#46846) 2026-10-15 22:35:23 -07:00
test_otel_team_capture_message_content.py test(integration): wait for the stalled-tenant root span and accept a bare POST name (#49406) 2026-10-31 12:24:33 -07:00
test_otel_team_sampling_across_pods.py fix(otel): decide per-team Arize sampling from the trace id so every pod agrees (#47468) 2026-10-26 11:44:30 -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_trace_response_header.py test: update stale integration and guardrail e2e tests to intended behavior (#48665) 2026-10-28 01:11:25 +00:00
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_ovalix_guardrail.py feat(ovalix)!: scan files, tool calls and tool results (#49309) 2026-10-31 17:01:12 -07:00
test_panw_airs_block_masked_response.py feat(guardrails): opt-in response_masked_data on PANW Prisma AIRS block (#46219) 2026-10-29 10:45:00 -07:00
test_passthrough_guardrail_scan_text.py fix(guardrails): exclude litellm_metadata from pass-through guardrail scan text (#48276) 2026-10-26 12:07:58 -07:00
test_passthrough_operation_name.py fix(otel): label configured pass-through routes litellm.passthrough and read the operation from the upstream (#48675) 2026-10-28 10:48:34 -07:00
test_passthrough_upstream_error_chaos.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_passthrough_upstream_error_visibility.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_presidio_entity_masking.py fix(proxy)!: stop answering with the literal string "None" as error type and param on the proxy-server, auth, spend, and key health routes (#39540) 2026-10-29 18:20:52 -07:00
test_presidio_masking_endpoints.py test: move Sail, Weave and Presidio e2e tests to integration tests (#49533) 2026-10-31 18:31:01 -07:00
test_presidio_overlapping_spans.py fix(presidio): stop overlapping entity spans from corrupting numbered PII tokens (#47024) 2026-10-17 11:21:03 -07:00
test_presidio_streaming_output.py fix(anthropic): carry safeguard_results and stop_details in synthesized message_delta events (#46096) 2026-10-17 16:48:37 +00:00
test_prometheus_deployment_failure_api_provider.py fix(prometheus): label deployment failures with the deployment's provider instead of None (#47384) 2026-10-19 13:38:26 -07:00
test_prometheus_project_alias_label.py fix(prometheus): skip custom metadata labels a metric already carries (#46267) 2026-10-13 18:20:52 -07:00
test_prometheus_provider_auth_failure.py test(integration): repair stale contract fixtures (#49700) 2026-11-02 11:23:11 -08:00
test_prometheus_provider_auth_failure_chaos.py fix(prometheus): count provider-side 401s in LLM failure and deployment metrics (#46668) 2026-10-26 17:57:06 -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 test(integration): give chaos and timing tests a harness API and gate raw signals (#46031) 2026-10-12 05:27:33 -07:00
test_prometheus_shared_custom_labels.py test(integration): wait on the right signal in five flaky integration contracts (#46737) 2026-10-15 13:48:51 -07:00
test_realtime_guardrail_translation.py test: migrate tests/llm_translation into unit, integration and e2e tiers (#45759) 2026-10-11 07:58:53 +00:00
test_s3_v2_flush_surfaces.py test(integration): look up owned cache keys and clean up sweep models (#47255) 2026-10-18 10:27:53 +00:00
test_s3_v2_partition_granularity.py test(integration): size restart-mid-burst timeouts from the proxy boot budget (#49376) 2026-10-31 10:17:34 -07:00
test_s3_v2_streaming_failure_dedupe.py test(integration): cut CircleCI proxy boot time with concurrent worker stacks and single-worker test proxies (#46037) 2026-10-12 09:48:42 -07:00
test_s3_v2_upload_fanout.py test(integration): fix seven CircleCI integration tests that race or assume a worker spread (#47001) 2026-10-16 22:45:29 +00:00
test_signoz_delivery.py fix(spend)!: save streamed /v1/responses spend rows under the encrypted resp_ id the client received (#49493) 2026-11-02 14:13:17 -08:00
test_straiker_v3_platform.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_stream_error_alert_api_base.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_ternary_focus_export.py feat(focus): add ternary destination for FOCUS export (#46106) 2026-10-12 22:52:40 -07:00
test_weave_key_scoped_delivery.py test: move Sail, Weave and Presidio e2e tests to integration tests (#49533) 2026-10-31 18:31:01 -07:00
test_wingback_guardrail.py test(integration): give each owned proxy a private database and Redis by default (#47213) 2026-10-18 03:37:41 +00:00
test_xecguard_wire.py refactor(types): replace Any with proven types in 7 files (#43704) 2026-09-29 06:12:58 -07:00