databricks-cli/bundle/tests/quality_monitor/databricks.yml

bundle:
  name: quality_monitors

resources:
  quality_monitors:
    my_monitor:
      table_name: "main.test.dev"
      assets_dir: "/Shared/provider-test/databricks_monitoring/main.test.thing1"
      output_schema_name: "main.dev"
      inference_log:
        granularities: ["1 day"]
        timestamp_col:  "timestamp"
        prediction_col: "prediction"
        model_id_col:  "model_id"
        problem_type: "PROBLEM_TYPE_REGRESSION"
      schedule:
        quartz_cron_expression: "0 0 12 * * ?" # every day at noon
        timezone_id: UTC

targets:
  development:
    mode: development
    default: true
    resources:
      quality_monitors:
        my_monitor:
          table_name: "main.test.dev"

  staging:
    resources:
      quality_monitors:
        my_monitor:
          table_name: "main.test.staging"
          output_schema_name: "main.staging"

  production:
    resources:
      quality_monitors:
        my_monitor:
          table_name: "main.test.prod"
          output_schema_name: "main.prod"
          inference_log:
            granularities: ["1 hour"]
            timestamp_col:  "timestamp_prod"
            prediction_col: "prediction_prod"
            model_id_col:  "model_id_prod"
            problem_type: "PROBLEM_TYPE_REGRESSION"