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name: 'Monitor quality - Watson OpenScale'
description: |
  Enable model quality monitoring on Watson OpenScale.
metadata:
  annotations: {platform: 'IBM Watson OpenScale'}
inputs:
  - {name: model_name,           description: 'Deployed model name on OpenScale.', default: 'AIOS Spark German Risk Model - Final'}
  - {name: quality_threshold,    description: 'Amount of threshold for quality monitoring', default: '0.7'}
  - {name: quality_min_records,  description: 'Minimum amount of records for performing a quality monitor.', default: '5'}
implementation:
  container:
    image: docker.io/aipipeline/monitor_quality:latest
    command: ['python']
    args: [
      -u, monitor_quality.py,
      --model_name, {inputValue: model_name},
      --quality_threshold, {inputValue: quality_threshold},
      --quality_min_records, {inputValue: quality_min_records}
    ]