ramseshk 65f5b66b05 Dashboard: Stadium Night design system, 5-page Streamlit app, warehouse exporter ...

- src/export/warehouse.py: reads scattered pipeline artifacts → 6 Parquet files
  (players, fixtures, predictions, lineups, votes, model_metrics)
- dashboard/warehouse.py: read-only cached Parquet loader
- .streamlit/config.toml: dark theme base, server config
- dashboard/viz/template.py: Plotly 'fantabeto_dark' template (single source of truth)
  - Semantic palette: pitch_green #00D084, gold #FFC94D, red #FF4D5E, sky #38BDF8
  - Space Grotesk headers, Inter body, tabular numerals
  - All 10 chart colors banned from default palette
- dashboard/viz/components.py: KPI cards, role chips, section headers, CSS injection
- dashboard/viz/charts.py: 10 pure chart functions (df → Figure)
  - percentile radar, fixture heatmap, regression comparison, bonus donut
  - card risk gauge, budget waterfall, value scatter, error violins
- dashboard/viz/pitch.py: SVG pitch component — dark turf gradient,
  player badges sized by FV, gold captain ring, bench strip, formation label
- 5 pages:
  - 01_matchday: KPI sparklines, fixture heatmap, start/sit grid, bump chart
  - 02_players: search, radar, regression, bonus/malus, card risk, news feed
  - 03_auction: budget slider, waterfall, value scatter, grid auction heatmap
  - 04_lineup: SVG pitch, what-if toggles, opponent mirror, MCTS captain
  - 05_lab: error violins, feature importance, calibration curve, backtest
- dashboard/app.py: multi-page Streamlit entry with sidebar navigation
- dashboard/tests/test_dashboard.py: 18 unit tests (warehouse, template, charts, pitch)
- DASHBOARD.md: full architecture docs, design system reference
- 49 total tests passing (31 existing + 18 dashboard)

2026-08-11 14:53:51 +08:00

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