feat: Research Confidence Dashboard & Historical Analytics#3
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dobosmarton wants to merge 1 commit intomainfrom
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feat: Research Confidence Dashboard & Historical Analytics#3dobosmarton wants to merge 1 commit intomainfrom
dobosmarton wants to merge 1 commit intomainfrom
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Adds a full analytics layer over historical experiment data:
- verdandi/models/analytics.py — frozen Pydantic models for all
analytics responses (OverviewStats, ProviderAnalytics, ScoreAnalytics,
PipelineAnalytics and supporting detail types)
- verdandi/analytics.py — analytics service using SQL aggregations via
SQLAlchemy 2.0 Core; no Python-side loops over large result sets:
* get_overview: status distribution, GO rate, avg score
* get_provider_analytics: per-source call counts derived from
deep_research search_results JSON + step_error log counts
* get_score_analytics: 5-bucket histogram, daily trend, decision counts
* get_pipeline_analytics: per-step completion counts, throughput
All functions accept optional date_from/date_to YYYY-MM-DD filtering.
- verdandi/api/routes/analytics.py — 4 FastAPI GET endpoints under
/api/v1/analytics/{overview,providers,scores,pipeline} with ?from=&to=
query parameters; router registered in app factory
- verdandi/cli.py — analytics group with overview, providers,
scores, and pipeline subcommands (human-readable tabular output)
- tests/test_analytics.py — 28 service unit tests (in-memory SQLite)
- tests/test_api/test_analytics.py — 25 FastAPI endpoint tests
All 486 tests pass (433 existing + 53 new).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Summary
verdandi/models/analytics.py— frozen Pydantic response models (OverviewStats,ProviderAnalytics,ScoreAnalytics,PipelineAnalytics+ detail types)verdandi/analytics.py— analytics service using SQL aggregations via SQLAlchemy 2.0 Core (no Python loops over large result sets); date range filtering on all four functionsverdandi/api/routes/analytics.py— 4 FastAPI GET endpoints under/api/v1/analytics/{overview,providers,scores,pipeline}with?from=YYYY-MM-DD&to=YYYY-MM-DDsupport; registered in app factoryverdandi/cli.py—verdandi analyticscommand group withoverview,providers,scores, andpipelinesubcommands (human-readable tabular output)tests/test_analytics.py— 28 service unit tests against in-memory SQLitetests/test_api/test_analytics.py— 25 FastAPI endpoint testsAll 486 tests pass (433 pre-existing + 53 new).
API endpoints
/api/v1/analytics/overview/api/v1/analytics/providers/api/v1/analytics/scores/api/v1/analytics/pipelineCLI commands
Test plan
pytest tests/test_analytics.py— 28 service-level unit tests (empty DB, date filters, GO rate, provider source parsing, score buckets, pipeline step counts)pytest tests/test_api/test_analytics.py— 25 API endpoint tests (response shape, populated data, date filters, HTTP 200)pytest tests/— 486 tests pass, 0 failures🤖 Generated with Claude Code