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docs: complete screenshots section and add demo utility scripts - #2

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Liuck27 merged 1 commit into
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Apr 23, 2026
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Liuck27 merged 1 commit into
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@Liuck27 Liuck27 commented Apr 23, 2026

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  • README: embed 4 screenshots (MLflow, Grafana, FastAPI Swagger, Evidently drift report)
  • README: add Utility scripts section documenting populate_metrics.py and generate_drift_data.py
  • scripts/populate_metrics.py: sends realistic A/B traffic to FastAPI to populate Prometheus/Grafana
  • scripts/generate_drift_data.py: generates current.parquet with simulated feature drift (Amount, V1, V4, V17)
  • Makefile: add generate-drift-data target
  • fix(grafana): correct fraud rate PromQL — sum() before division to avoid label-matching NaN

@Liuck27 Liuck27 self-assigned this Apr 23, 2026
- README: embed 4 screenshots (MLflow, Grafana, FastAPI Swagger, Evidently drift report)
- README: add Utility scripts section documenting populate_metrics.py and generate_drift_data.py
- scripts/populate_metrics.py: sends realistic A/B traffic to FastAPI to populate Prometheus/Grafana
- scripts/generate_drift_data.py: generates current.parquet with simulated feature drift (Amount, V1, V4, V17)
- Makefile: add generate-drift-data target
- fix(grafana): correct fraud rate PromQL — sum() before division to avoid label-matching NaN
@Liuck27
Liuck27 merged commit e5a8b1c into main Apr 23, 2026
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