Class DataQualityResult (1.10.0)

DataQualityResult(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Data quality result for data scan job.

Attributes

NameDescription
row_count int
The count of rows processed in the data scan job.
passed bool
Whether the data quality result was pass or not.
dimension_passed MutableMapping[str, bool]
The result of each dimension for data quality result. The key of the map is the name of the dimension. The value is the bool value depicting whether the dimension result was pass or not.
score float
The table-level data quality score for the data scan job. The data quality score ranges between [0, 100] (up to two decimal points).
dimension_score MutableMapping[str, float]
The score of each dimension for data quality result. The key of the map is the name of the dimension. The value is the data quality score for the dimension. The score ranges between [0, 100] (up to two decimal points).
column_score MutableMapping[str, float]
The score of each column scanned in the data scan job. The key of the map is the name of the column. The value is the data quality score for the column. The score ranges between [0, 100] (up to two decimal points).

Classes

ColumnScoreEntry

ColumnScoreEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
NameDescription
kwargs dict

Keys and values corresponding to the fields of the message.

mapping Union[dict, .Message]

A dictionary or message to be used to determine the values for this message.

ignore_unknown_fields Optional(bool)

If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.

DimensionPassedEntry

DimensionPassedEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
NameDescription
kwargs dict

Keys and values corresponding to the fields of the message.

mapping Union[dict, .Message]

A dictionary or message to be used to determine the values for this message.

ignore_unknown_fields Optional(bool)

If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.

DimensionScoreEntry

DimensionScoreEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The abstract base class for a message.

Parameters
NameDescription
kwargs dict

Keys and values corresponding to the fields of the message.

mapping Union[dict, .Message]

A dictionary or message to be used to determine the values for this message.

ignore_unknown_fields Optional(bool)

If True, do not raise errors for unknown fields. Only applied if mapping is a mapping type or there are keyword parameters.