pulumi-google-native-kotlin/com.pulumi.googlenative.dataplex.v1.kotlin.outputs/GoogleCloudDataplexV1DataQualityRuleResponse

GoogleCloudDataplexV1DataQualityRuleResponse

data class GoogleCloudDataplexV1DataQualityRuleResponse(val column: String, val dimension: String, val ignoreNull: Boolean, val nonNullExpectation: GoogleCloudDataplexV1DataQualityRuleNonNullExpectationResponse, val rangeExpectation: GoogleCloudDataplexV1DataQualityRuleRangeExpectationResponse, val regexExpectation: GoogleCloudDataplexV1DataQualityRuleRegexExpectationResponse, val rowConditionExpectation: GoogleCloudDataplexV1DataQualityRuleRowConditionExpectationResponse, val setExpectation: GoogleCloudDataplexV1DataQualityRuleSetExpectationResponse, val statisticRangeExpectation: GoogleCloudDataplexV1DataQualityRuleStatisticRangeExpectationResponse, val tableConditionExpectation: GoogleCloudDataplexV1DataQualityRuleTableConditionExpectationResponse, val threshold: Double, val uniquenessExpectation: GoogleCloudDataplexV1DataQualityRuleUniquenessExpectationResponse)

A rule captures data quality intent about a data source.

Constructors

fun GoogleCloudDataplexV1DataQualityRuleResponse(column: String, dimension: String, ignoreNull: Boolean, nonNullExpectation: GoogleCloudDataplexV1DataQualityRuleNonNullExpectationResponse, rangeExpectation: GoogleCloudDataplexV1DataQualityRuleRangeExpectationResponse, regexExpectation: GoogleCloudDataplexV1DataQualityRuleRegexExpectationResponse, rowConditionExpectation: GoogleCloudDataplexV1DataQualityRuleRowConditionExpectationResponse, setExpectation: GoogleCloudDataplexV1DataQualityRuleSetExpectationResponse, statisticRangeExpectation: GoogleCloudDataplexV1DataQualityRuleStatisticRangeExpectationResponse, tableConditionExpectation: GoogleCloudDataplexV1DataQualityRuleTableConditionExpectationResponse, threshold: Double, uniquenessExpectation: GoogleCloudDataplexV1DataQualityRuleUniquenessExpectationResponse)

Types

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object Companion

Properties

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val column: String

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

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val dimension: String

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

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val ignoreNull: Boolean

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.

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val nonNullExpectation: GoogleCloudDataplexV1DataQualityRuleNonNullExpectationResponse

ColumnMap rule which evaluates whether each column value is null.

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val rangeExpectation: GoogleCloudDataplexV1DataQualityRuleRangeExpectationResponse

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

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val regexExpectation: GoogleCloudDataplexV1DataQualityRuleRegexExpectationResponse

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

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val rowConditionExpectation: GoogleCloudDataplexV1DataQualityRuleRowConditionExpectationResponse

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

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val setExpectation: GoogleCloudDataplexV1DataQualityRuleSetExpectationResponse

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

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val statisticRangeExpectation: GoogleCloudDataplexV1DataQualityRuleStatisticRangeExpectationResponse

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

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val tableConditionExpectation: GoogleCloudDataplexV1DataQualityRuleTableConditionExpectationResponse

Table rule which evaluates whether the provided expression is true.

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val threshold: Double

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).

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val uniquenessExpectation: GoogleCloudDataplexV1DataQualityRuleUniquenessExpectationResponse

ColumnAggregate rule which evaluates whether the column has duplicates.