pulumi-gcp-kotlin/com.pulumi.gcp.dataplex.kotlin.outputs/DatascanDataQualityResultRuleRule

DatascanDataQualityResultRuleRule

data class DatascanDataQualityResultRuleRule(val column: String? = null, val dimension: String? = null, val ignoreNull: Boolean? = null, val nonNullExpectations: List<DatascanDataQualityResultRuleRuleNonNullExpectation>? = null, val rangeExpectations: List<DatascanDataQualityResultRuleRuleRangeExpectation>? = null, val regexExpectations: List<DatascanDataQualityResultRuleRuleRegexExpectation>? = null, val rowConditionExpectations: List<DatascanDataQualityResultRuleRuleRowConditionExpectation>? = null, val setExpectations: List<DatascanDataQualityResultRuleRuleSetExpectation>? = null, val statisticRangeExpectations: List<DatascanDataQualityResultRuleRuleStatisticRangeExpectation>? = null, val tableConditionExpectations: List<DatascanDataQualityResultRuleRuleTableConditionExpectation>? = null, val threshold: Int? = null, val uniquenessExpectations: List<DatascanDataQualityResultRuleRuleUniquenessExpectation>? = null)

Constructors

Link copied to clipboard
fun DatascanDataQualityResultRuleRule(column: String? = null, dimension: String? = null, ignoreNull: Boolean? = null, nonNullExpectations: List<DatascanDataQualityResultRuleRuleNonNullExpectation>? = null, rangeExpectations: List<DatascanDataQualityResultRuleRuleRangeExpectation>? = null, regexExpectations: List<DatascanDataQualityResultRuleRuleRegexExpectation>? = null, rowConditionExpectations: List<DatascanDataQualityResultRuleRuleRowConditionExpectation>? = null, setExpectations: List<DatascanDataQualityResultRuleRuleSetExpectation>? = null, statisticRangeExpectations: List<DatascanDataQualityResultRuleRuleStatisticRangeExpectation>? = null, tableConditionExpectations: List<DatascanDataQualityResultRuleRuleTableConditionExpectation>? = null, threshold: Int? = null, uniquenessExpectations: List<DatascanDataQualityResultRuleRuleUniquenessExpectation>? = null)

Types

Link copied to clipboard
object Companion

Properties

Link copied to clipboard
val column: String? = null

The unnested column which this rule is evaluated against.

Link copied to clipboard
val dimension: String? = null

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

Link copied to clipboard
val ignoreNull: Boolean? = null

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.

Link copied to clipboard
val nonNullExpectations: List<DatascanDataQualityResultRuleRuleNonNullExpectation>? = null

ColumnMap rule which evaluates whether each column value is null.

Link copied to clipboard
val rangeExpectations: List<DatascanDataQualityResultRuleRuleRangeExpectation>? = null

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

Link copied to clipboard
val regexExpectations: List<DatascanDataQualityResultRuleRuleRegexExpectation>? = null

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

Link copied to clipboard
val rowConditionExpectations: List<DatascanDataQualityResultRuleRuleRowConditionExpectation>? = null

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

Link copied to clipboard
val setExpectations: List<DatascanDataQualityResultRuleRuleSetExpectation>? = null

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

Link copied to clipboard
val statisticRangeExpectations: List<DatascanDataQualityResultRuleRuleStatisticRangeExpectation>? = null

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

Link copied to clipboard
val tableConditionExpectations: List<DatascanDataQualityResultRuleRuleTableConditionExpectation>? = null

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

Link copied to clipboard
val threshold: Int? = null

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).

Link copied to clipboard
val uniquenessExpectations: List<DatascanDataQualityResultRuleRuleUniquenessExpectation>? = null

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