Class DataQualityResult (2.3.1)

Version 2.3.1

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

Data quality result for data scan job.

Attributes
Name	Description
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
Name	Description
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
Name	Description
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
Name	Description
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.