README.md

metadata

title: OC P8 Monitoring
emoji: 📊
colorFrom: green
colorTo: yellow
sdk: docker
app_port: 7860
pinned: false

OC P8 — Monitoring Dashboard

Streamlit dashboard for the Credit Scoring API. Reads logs from Supabase (predictions_log) and an Evidently HTML report embedded in static/.

Run locally

$env:DATABASE_URL = "postgresql://..."
uv run streamlit run dashboard/app.py

Build & test the container locally

docker build -t oc-p8-monitoring -f dashboard/Dockerfile dashboard
docker run -p 7860:7860 -e DATABASE_URL="postgresql://..." oc-p8-monitoring

Deploy to HF Space KLEB38/OC_P8_monitoring

$env:HF_TOKEN = "hf_..."
uv run python scripts/deploy_dashboard.py

DATABASE_URL must be added as a Space secret (Settings → Variables and secrets → New secret).

Regenerate the drift report

uv run python scripts/generate_drift_report.py --days 30

The resulting HTML is written to dashboard/static/drift_report.html and picked up by the dashboard automatically.