DataQualityMetric - Amazon Lookout for Metrics

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.

Contents

MetricDescription

A description of the data quality metric.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 256.

Pattern: .*\S.*

Required: No

MetricType

The name of the data quality metric.

Type: String

Valid Values: COLUMN_COMPLETENESS | DIMENSION_UNIQUENESS | TIME_SERIES_COUNT | ROWS_PROCESSED | ROWS_PARTIAL_COMPLIANCE | INVALID_ROWS_COMPLIANCE | BACKTEST_TRAINING_DATA_START_TIME_STAMP | BACKTEST_TRAINING_DATA_END_TIME_STAMP | BACKTEST_INFERENCE_DATA_START_TIME_STAMP | BACKTEST_INFERENCE_DATA_END_TIME_STAMP

Required: No

MetricValue

The value of the data quality metric.

Type: Double

Required: No

RelatedColumnName

The column that is being monitored.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 256.

Pattern: .*\S.*

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following: