Skip to main content

Data Quality Metrics Facet

Example:

{
...
"inputs": {
"inputFacets": {
"dataQualityMetrics": {
"_producer": "https://some.producer.com/version/1.0",
"_schemaURL": "https://openlineage.io/spec/facets/1-0-0/DataQualityMetricsInputDatasetFacet.json",
"rowCount": 123,
"bytes": 35602,
"columnMetrics": {
"column_one": {
"nullCount": 132,
"distincCount": 11,
"sum": 500,
"count": 234,
"min": 111,
"max": 3234,
"quantiles": {
"0.1": 12,
"0.5": 22,
"1": 123,
"2": 11
}
},
"column_two": {
"nullCount": 132,
"distinctCount": 11,
"sum": 500,
"count": 234,
"min": 111,
"max": 3234,
"quantiles": {
"0.1": 12,
"0.5": 22,
"1": 123,
"2": 11
}
},
"column_three": {
"nullCount": 132,
"distincCount": 11,
"sum": 500,
"count": 234,
"min": 111,
"max": 3234,
"quantiles": {
"0.1": 12,
"0.5": 22,
"1": 123,
"2": 11
}
}
}
}
}
}
...
}

The facet specification can be found here.