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AutoML_MLOps_PipeLine
File size: 800 Bytes
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data_drift:
  reference_data_path: artifacts/data/processed/reference.csv
  current_data_path: artifacts/data/processed/current.csv
  report_path: artifacts/reports/drift_reports
  threshold: 0.1
  columns: null

model_monitoring:
  predictions_path: artifacts/logs/predictions
  performance_threshold: 0.05
  window_size: 1000
  metrics:
    - accuracy
    - precision
    - recall
    - f1

evidently:
  reference_window: 7
  detection_window: 1
  confidence_level: 0.95
  stattest: ks
  stattest_threshold: 0.05

prometheus:
  host: localhost
  port: 9090
  scrape_interval: 15s
  evaluation_interval: 15s

grafana:
  host: localhost
  port: 3000
  admin_user: admin
  admin_password: admin

loki:
  host: localhost
  port: 3100

promtail:
  host: localhost
  port: 9080
  log_path: artifacts/logs