DataQualityMetric

An array that describes a data quality metric. Each DataQualityMetric object contains the data quality metric name, its value, a description of the metric, and the affected column.

Anomaly DetectionBusiness IntelligenceMachine LearningMetricsMonitoring

Properties

Name Type Description
MetricType object
MetricDescription object
RelatedColumnName object
MetricValue object
View JSON Schema on GitHub

JSON Schema

amazon-lookout-for-metrics-data-quality-metric-schema.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-lookout-for-metrics/refs/heads/main/json-schema/amazon-lookout-for-metrics-data-quality-metric-schema.json",
  "title": "DataQualityMetric",
  "description": "An array that describes a data quality metric. Each <code>DataQualityMetric</code> object contains the data quality metric name, its value, a description of the metric, and the affected column.",
  "type": "object",
  "properties": {
    "MetricType": {
      "allOf": [
        {
          "$ref": "#/components/schemas/DataQualityMetricType"
        },
        {
          "description": "The name of the data quality metric."
        }
      ]
    },
    "MetricDescription": {
      "allOf": [
        {
          "$ref": "#/components/schemas/DataQualityMetricDescription"
        },
        {
          "description": "A description of the data quality metric."
        }
      ]
    },
    "RelatedColumnName": {
      "allOf": [
        {
          "$ref": "#/components/schemas/RelatedColumnName"
        },
        {
          "description": "The column that is being monitored."
        }
      ]
    },
    "MetricValue": {
      "allOf": [
        {
          "$ref": "#/components/schemas/Double"
        },
        {
          "description": "The value of the data quality metric."
        }
      ]
    }
  }
}