Data Browser UI — visually inspect & spot-check the catalog#11
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New Streamlit "Data" page to browse the catalog and manually check the data: - Filters: source, split, primary defect, provenance, quality (good/not-good), and label-trust bucket. - Thumbnail gallery (paginated) with class + ext_id captions; not-good beans flagged⚠️ . - Per-bean detail: all views, every defect (class/primary/label_source/trust), and the lot provenance (species, variety, process, farm, altitude, dates…). Read queries live in `almendra.db.queries` (Streamlit-free, unit-tested). The page degrades gracefully if the `catalog` extra or the DB file is absent. Also: CI now installs `--extra catalog` so the catalog/curation/browse tests actually run (they were importorskip-skipped before). Tests: tests/test_browse_queries.py (filters, pagination, detail) + browse added to the UI smoke set. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
The E2E sandbox now builds its catalog from the fixture manifest (harness
`build_catalog` runs `almendra db migrate`), and the flow navigates to the new
Data page after Predict, asserting the browser renders with beans ("Data
browser" + "Showing N of M"). Exercises `db migrate` end-to-end too.
Passes in ~34s; recording covers the added step.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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What
A new Streamlit Data page to browse the catalog and manually check the data — the visual tool requested before/alongside Step 3's labeling work.
class+ext_idcaptions; not-good beans flaggedclass/primary/label_source/trust), and the lot provenance (species, variety, process, farm, altitude, dates…).Read queries live in
almendra.db.queries(Streamlit-free → unit-tested). The page degrades gracefully if thecatalogextra ordata/catalog.dbis missing.Also fixes CI: installs
--extra catalogso the catalog/curation/browse tests run (they wereimportorskip-skipped before).Screenshot
Gallery on the real 1507-bean catalog (filters across the top,⚠️ on duplicate beans, per-bean detail below):
(captured locally via the UI on the real catalog)
Verification
uv run pytest -m "not e2e"→ 82 passed;ruff+ format clean.tests/test_browse_queries.py: filters, pagination, bean detail.Next
Step 3 proper — new dataset adapters (coffee-adik ⭐, arabica-washed) + the multi-label model migration — comes in a follow-up branch stacked on this.
🤖 Generated with Claude Code