pulumi-google-native-kotlin/com.pulumi.googlenative.dataplex.v1.kotlin.inputs/GoogleCloudDataplexV1DataQualityRuleArgs

GoogleCloudDataplexV1DataQualityRuleArgs

data class GoogleCloudDataplexV1DataQualityRuleArgs(val column: Output<String>? = null, val dimension: Output<String>, val ignoreNull: Output<Boolean>? = null, val nonNullExpectation: Output<GoogleCloudDataplexV1DataQualityRuleNonNullExpectationArgs>? = null, val rangeExpectation: Output<GoogleCloudDataplexV1DataQualityRuleRangeExpectationArgs>? = null, val regexExpectation: Output<GoogleCloudDataplexV1DataQualityRuleRegexExpectationArgs>? = null, val rowConditionExpectation: Output<GoogleCloudDataplexV1DataQualityRuleRowConditionExpectationArgs>? = null, val setExpectation: Output<GoogleCloudDataplexV1DataQualityRuleSetExpectationArgs>? = null, val statisticRangeExpectation: Output<GoogleCloudDataplexV1DataQualityRuleStatisticRangeExpectationArgs>? = null, val tableConditionExpectation: Output<GoogleCloudDataplexV1DataQualityRuleTableConditionExpectationArgs>? = null, val threshold: Output<Double>? = null, val uniquenessExpectation: Output<GoogleCloudDataplexV1DataQualityRuleUniquenessExpectationArgs>? = null) : ConvertibleToJava<GoogleCloudDataplexV1DataQualityRuleArgs>

A rule captures data quality intent about a data source.

Constructors

Properties

column

val column: Output<String>? = null

Optional. The unnested column which this rule is evaluated against.

dimension

val dimension: Output<String>

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

ignoreNull

val ignoreNull: Output<Boolean>? = null

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

nonNullExpectation

val nonNullExpectation: Output<GoogleCloudDataplexV1DataQualityRuleNonNullExpectationArgs>? = null

ColumnMap rule which evaluates whether each column value is null.

rangeExpectation

val rangeExpectation: Output<GoogleCloudDataplexV1DataQualityRuleRangeExpectationArgs>? = null

ColumnMap rule which evaluates whether each column value lies between a specified range.

regexExpectation

val regexExpectation: Output<GoogleCloudDataplexV1DataQualityRuleRegexExpectationArgs>? = null

ColumnMap rule which evaluates whether each column value matches a specified regex.

rowConditionExpectation

val rowConditionExpectation: Output<GoogleCloudDataplexV1DataQualityRuleRowConditionExpectationArgs>? = null

Table rule which evaluates whether each row passes the specified condition.

setExpectation

val setExpectation: Output<GoogleCloudDataplexV1DataQualityRuleSetExpectationArgs>? = null

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

statisticRangeExpectation

val statisticRangeExpectation: Output<GoogleCloudDataplexV1DataQualityRuleStatisticRangeExpectationArgs>? = null

ColumnAggregate rule which evaluates whether the column aggregate statistic lies between a specified range.

tableConditionExpectation

val tableConditionExpectation: Output<GoogleCloudDataplexV1DataQualityRuleTableConditionExpectationArgs>? = null

Table rule which evaluates whether the provided expression is true.

threshold

val threshold: Output<Double>? = null

Optional. 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).

uniquenessExpectation

val uniquenessExpectation: Output<GoogleCloudDataplexV1DataQualityRuleUniquenessExpectationArgs>? = null

ColumnAggregate rule which evaluates whether the column has duplicates.

Functions

toJava

open override fun toJava(): GoogleCloudDataplexV1DataQualityRuleArgs