DatascanDataQualitySpecRuleArgs

The unnested column which this rule is evaluated against.

Description of the rule. The maximum length is 1,024 characters.

The dimension a rule belongs to. Results are also aggregated at the dimension level. Supported dimensions are "COMPLETENESS", "ACCURACY", "CONSISTENCY", "VALIDITY", "UNIQUENESS", "INTEGRITY"

Rows with null values will automatically fail a rule, unless ignoreNull is true. In that case, such null rows are trivially considered passing. Only applicable to ColumnMap rules.

A mutable name for the rule. The name must contain only letters (a-z, A-Z), numbers (0-9), or hyphens (-). The maximum length is 63 characters. Must start with a letter. Must end with a number or a letter.

ColumnMap rule which evaluates whether each column value is null.

ColumnMap rule which evaluates whether each column value lies between a specified range. Structure is documented below.

ColumnMap rule which evaluates whether each column value matches a specified regex. Structure is documented below.

Table rule which evaluates whether each row passes the specified condition. Structure is documented below.

ColumnMap rule which evaluates whether each column value is contained by a specified set. Structure is documented below.

Table rule which evaluates whether any row matches invalid state. Structure is documented below.

ColumnAggregate rule which evaluates whether the column aggregate statistic lies between a specified range. Structure is documented below.

Table rule which evaluates whether the provided expression is true. Structure is documented below.

The minimum ratio of passing_rows / total_rows required to pass this rule, with a range of 0.0, 1.0. 0 indicates default value (i.e. 1.0).

Row-level rule which evaluates whether each column value is unique.