litellm/tests/unit/tracing
ishaan-berri 03ba79d261
feat(lens): show end-user feedback on traces, stored in ClickHouse (#45171)
* feat(lens): add lens_feedback ClickHouse table for human trace scores

ReplacingMergeTree(UpdatedAt, IsDeleted) keyed like agent_traces_by_key so
feedback joins traces in sort order, with a bloom filter on TraceId, a score
CHECK, and the same retention as traces

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(lens): add scoped ClickHouse reads for trace feedback

feedback_target resolves a visible trace's team, key and trace_ref before a
write; feedback lists the latest live entry per author; feedback_summary
returns count, average and lowest score for a batch of traces

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* test(lens): pin the Claude session to trace id hash shared with feedback

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(lens): expose feedback queries to the Python trace bridge

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(lens): add typed feedback models and ClickHouse feedback store

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(lens): add /lens/feedback API for 0-10 human scores on traces

PUT saves or replaces the caller's score and comment, GET lists every
entry, DELETE removes the caller's, POST /summary feeds the trace list.
Callers can target a trace_id or a Claude Code session_id

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(lens-ui): add typed feedback calls to the traces API

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(lens-ui): flag rated traces and filter the list by feedback

A Feedback column shows each run's average score and rating count, marked
red when any score is 4 or below, and a filter narrows to rated or
low-score runs through the URL

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(lens-ui): show and edit human feedback inside a trace

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(lens): let app keys post end-user feedback on their own traces

Any key can now PUT/DELETE feedback on traces its team or key sent, naming
the end user in an optional user field. Reading feedback stays with Lens
admins

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

* feat(lens-ui): show end-user feedback first in a run and flag low-scored rows

Replace the edit popover and feedback filter with a read-only view: the
list shows each run's score in a fixed-width badge and tints the row red
when a user scored it 4 or below, and opening a run shows what users said
with their score right under the header

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>

---------

Co-authored-by: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 20:14:30 -07:00
..
__init__.py fix(tracing): unify ClickHouse storage configuration (#43941) 2026-10-02 16:31:26 +00:00
test_config.py feat(lens): isolate ingestion and investigations in a Rust service (#45148) 2026-10-07 17:18:58 -07:00
test_exporter.py fix(lens): preserve numeric tags and report OTLP error codes (#45206) 2026-10-08 00:31:48 +00:00
test_receiver.py feat(lens): scope traces to one agent with a header picker (#45202) 2026-10-07 23:48:04 +00:00
test_remote.py feat(lens): show end-user feedback on traces, stored in ClickHouse (#45171) 2026-10-07 20:14:30 -07:00