Class DataQualityRule (0.15.0) 

public final class DataQualityRule extends GeneratedMessageV3 implements DataQualityRuleOrBuilder

A rule captures data quality intent about a data source.

Protobuf type google.events.cloud.dataplex.v1.DataQualityRule

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > DataQualityRule

Static Fields

COLUMN_FIELD_NUMBER

public static final int COLUMN_FIELD_NUMBER
Field Value
Type Description
int

DIMENSION_FIELD_NUMBER

public static final int DIMENSION_FIELD_NUMBER
Field Value
Type Description
int

IGNORE_NULL_FIELD_NUMBER

public static final int IGNORE_NULL_FIELD_NUMBER
Field Value
Type Description
int

NON_NULL_EXPECTATION_FIELD_NUMBER

public static final int NON_NULL_EXPECTATION_FIELD_NUMBER
Field Value
Type Description
int

RANGE_EXPECTATION_FIELD_NUMBER

public static final int RANGE_EXPECTATION_FIELD_NUMBER
Field Value
Type Description
int

REGEX_EXPECTATION_FIELD_NUMBER

public static final int REGEX_EXPECTATION_FIELD_NUMBER
Field Value
Type Description
int

ROW_CONDITION_EXPECTATION_FIELD_NUMBER

public static final int ROW_CONDITION_EXPECTATION_FIELD_NUMBER
Field Value
Type Description
int

SET_EXPECTATION_FIELD_NUMBER

public static final int SET_EXPECTATION_FIELD_NUMBER
Field Value
Type Description
int

STATISTIC_RANGE_EXPECTATION_FIELD_NUMBER

public static final int STATISTIC_RANGE_EXPECTATION_FIELD_NUMBER
Field Value
Type Description
int

TABLE_CONDITION_EXPECTATION_FIELD_NUMBER

public static final int TABLE_CONDITION_EXPECTATION_FIELD_NUMBER
Field Value
Type Description
int

THRESHOLD_FIELD_NUMBER

public static final int THRESHOLD_FIELD_NUMBER
Field Value
Type Description
int

UNIQUENESS_EXPECTATION_FIELD_NUMBER

public static final int UNIQUENESS_EXPECTATION_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static DataQualityRule getDefaultInstance()
Returns
Type Description
DataQualityRule

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

newBuilder()

public static DataQualityRule.Builder newBuilder()
Returns
Type Description
DataQualityRule.Builder

newBuilder(DataQualityRule prototype)

public static DataQualityRule.Builder newBuilder(DataQualityRule prototype)
Parameter
Name Description
prototype DataQualityRule
Returns
Type Description
DataQualityRule.Builder

parseDelimitedFrom(InputStream input)

public static DataQualityRule parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
DataQualityRule
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static DataQualityRule parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
DataQualityRule
Exceptions
Type Description
IOException

parseFrom(byte[] data)

public static DataQualityRule parseFrom(byte[] data)
Parameter
Name Description
data byte[]
Returns
Type Description
DataQualityRule
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static DataQualityRule parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data byte[]
extensionRegistry ExtensionRegistryLite
Returns
Type Description
DataQualityRule
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static DataQualityRule parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
DataQualityRule
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static DataQualityRule parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteString
extensionRegistry ExtensionRegistryLite
Returns
Type Description
DataQualityRule
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static DataQualityRule parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
DataQualityRule
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static DataQualityRule parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
DataQualityRule
Exceptions
Type Description
IOException

parseFrom(InputStream input)

public static DataQualityRule parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
DataQualityRule
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static DataQualityRule parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
DataQualityRule
Exceptions
Type Description
IOException

parseFrom(ByteBuffer data)

public static DataQualityRule parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
DataQualityRule
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static DataQualityRule parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteBuffer
extensionRegistry ExtensionRegistryLite
Returns
Type Description
DataQualityRule
Exceptions
Type Description
InvalidProtocolBufferException

parser()

public static Parser<DataQualityRule> parser()
Returns
Type Description
Parser<DataQualityRule>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
Name Description
obj Object
Returns
Type Description
boolean
Overrides

getColumn()

public String getColumn()

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

string column = 500;

Returns
Type Description
String

The column.

getColumnBytes()

public ByteString getColumnBytes()

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

string column = 500;

Returns
Type Description
ByteString

The bytes for column.

getDefaultInstanceForType()

public DataQualityRule getDefaultInstanceForType()
Returns
Type Description
DataQualityRule

getDimension()

public String getDimension()

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

string dimension = 502;

Returns
Type Description
String

The dimension.

getDimensionBytes()

public ByteString getDimensionBytes()

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

string dimension = 502;

Returns
Type Description
ByteString

The bytes for dimension.

getIgnoreNull()

public boolean getIgnoreNull()

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.

bool ignore_null = 501;

Returns
Type Description
boolean

The ignoreNull.

getNonNullExpectation()

public DataQualityRule.NonNullExpectation getNonNullExpectation()

ColumnMap rule which evaluates whether each column value is null.

.google.events.cloud.dataplex.v1.DataQualityRule.NonNullExpectation non_null_expectation = 2;

Returns
Type Description
DataQualityRule.NonNullExpectation

The nonNullExpectation.

getNonNullExpectationOrBuilder()

public DataQualityRule.NonNullExpectationOrBuilder getNonNullExpectationOrBuilder()

ColumnMap rule which evaluates whether each column value is null.

.google.events.cloud.dataplex.v1.DataQualityRule.NonNullExpectation non_null_expectation = 2;

Returns
Type Description
DataQualityRule.NonNullExpectationOrBuilder

getParserForType()

public Parser<DataQualityRule> getParserForType()
Returns
Type Description
Parser<DataQualityRule>
Overrides

getRangeExpectation()

public DataQualityRule.RangeExpectation getRangeExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.RangeExpectation range_expectation = 1;

Returns
Type Description
DataQualityRule.RangeExpectation

The rangeExpectation.

getRangeExpectationOrBuilder()

public DataQualityRule.RangeExpectationOrBuilder getRangeExpectationOrBuilder()

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

.google.events.cloud.dataplex.v1.DataQualityRule.RangeExpectation range_expectation = 1;

Returns
Type Description
DataQualityRule.RangeExpectationOrBuilder

getRegexExpectation()

public DataQualityRule.RegexExpectation getRegexExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.RegexExpectation regex_expectation = 4;

Returns
Type Description
DataQualityRule.RegexExpectation

The regexExpectation.

getRegexExpectationOrBuilder()

public DataQualityRule.RegexExpectationOrBuilder getRegexExpectationOrBuilder()

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

.google.events.cloud.dataplex.v1.DataQualityRule.RegexExpectation regex_expectation = 4;

Returns
Type Description
DataQualityRule.RegexExpectationOrBuilder

getRowConditionExpectation()

public DataQualityRule.RowConditionExpectation getRowConditionExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.RowConditionExpectation row_condition_expectation = 200;

Returns
Type Description
DataQualityRule.RowConditionExpectation

The rowConditionExpectation.

getRowConditionExpectationOrBuilder()

public DataQualityRule.RowConditionExpectationOrBuilder getRowConditionExpectationOrBuilder()

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

.google.events.cloud.dataplex.v1.DataQualityRule.RowConditionExpectation row_condition_expectation = 200;

Returns
Type Description
DataQualityRule.RowConditionExpectationOrBuilder

getRuleTypeCase()

public DataQualityRule.RuleTypeCase getRuleTypeCase()
Returns
Type Description
DataQualityRule.RuleTypeCase

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

getSetExpectation()

public DataQualityRule.SetExpectation getSetExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.SetExpectation set_expectation = 3;

Returns
Type Description
DataQualityRule.SetExpectation

The setExpectation.

getSetExpectationOrBuilder()

public DataQualityRule.SetExpectationOrBuilder getSetExpectationOrBuilder()

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

.google.events.cloud.dataplex.v1.DataQualityRule.SetExpectation set_expectation = 3;

Returns
Type Description
DataQualityRule.SetExpectationOrBuilder

getStatisticRangeExpectation()

public DataQualityRule.StatisticRangeExpectation getStatisticRangeExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.StatisticRangeExpectation statistic_range_expectation = 101;

Returns
Type Description
DataQualityRule.StatisticRangeExpectation

The statisticRangeExpectation.

getStatisticRangeExpectationOrBuilder()

public DataQualityRule.StatisticRangeExpectationOrBuilder getStatisticRangeExpectationOrBuilder()

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

.google.events.cloud.dataplex.v1.DataQualityRule.StatisticRangeExpectation statistic_range_expectation = 101;

Returns
Type Description
DataQualityRule.StatisticRangeExpectationOrBuilder

getTableConditionExpectation()

public DataQualityRule.TableConditionExpectation getTableConditionExpectation()

Table rule which evaluates whether the provided expression is true.

.google.events.cloud.dataplex.v1.DataQualityRule.TableConditionExpectation table_condition_expectation = 201;

Returns
Type Description
DataQualityRule.TableConditionExpectation

The tableConditionExpectation.

getTableConditionExpectationOrBuilder()

public DataQualityRule.TableConditionExpectationOrBuilder getTableConditionExpectationOrBuilder()

Table rule which evaluates whether the provided expression is true.

.google.events.cloud.dataplex.v1.DataQualityRule.TableConditionExpectation table_condition_expectation = 201;

Returns
Type Description
DataQualityRule.TableConditionExpectationOrBuilder

getThreshold()

public double getThreshold()

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).

double threshold = 503;

Returns
Type Description
double

The threshold.

getUniquenessExpectation()

public DataQualityRule.UniquenessExpectation getUniquenessExpectation()

ColumnAggregate rule which evaluates whether the column has duplicates.

.google.events.cloud.dataplex.v1.DataQualityRule.UniquenessExpectation uniqueness_expectation = 100;

Returns
Type Description
DataQualityRule.UniquenessExpectation

The uniquenessExpectation.

getUniquenessExpectationOrBuilder()

public DataQualityRule.UniquenessExpectationOrBuilder getUniquenessExpectationOrBuilder()

ColumnAggregate rule which evaluates whether the column has duplicates.

.google.events.cloud.dataplex.v1.DataQualityRule.UniquenessExpectation uniqueness_expectation = 100;

Returns
Type Description
DataQualityRule.UniquenessExpectationOrBuilder

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
Type Description
UnknownFieldSet
Overrides

hasNonNullExpectation()

public boolean hasNonNullExpectation()

ColumnMap rule which evaluates whether each column value is null.

.google.events.cloud.dataplex.v1.DataQualityRule.NonNullExpectation non_null_expectation = 2;

Returns
Type Description
boolean

Whether the nonNullExpectation field is set.

hasRangeExpectation()

public boolean hasRangeExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.RangeExpectation range_expectation = 1;

Returns
Type Description
boolean

Whether the rangeExpectation field is set.

hasRegexExpectation()

public boolean hasRegexExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.RegexExpectation regex_expectation = 4;

Returns
Type Description
boolean

Whether the regexExpectation field is set.

hasRowConditionExpectation()

public boolean hasRowConditionExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.RowConditionExpectation row_condition_expectation = 200;

Returns
Type Description
boolean

Whether the rowConditionExpectation field is set.

hasSetExpectation()

public boolean hasSetExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.SetExpectation set_expectation = 3;

Returns
Type Description
boolean

Whether the setExpectation field is set.

hasStatisticRangeExpectation()

public boolean hasStatisticRangeExpectation()

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

.google.events.cloud.dataplex.v1.DataQualityRule.StatisticRangeExpectation statistic_range_expectation = 101;

Returns
Type Description
boolean

Whether the statisticRangeExpectation field is set.

hasTableConditionExpectation()

public boolean hasTableConditionExpectation()

Table rule which evaluates whether the provided expression is true.

.google.events.cloud.dataplex.v1.DataQualityRule.TableConditionExpectation table_condition_expectation = 201;

Returns
Type Description
boolean

Whether the tableConditionExpectation field is set.

hasUniquenessExpectation()

public boolean hasUniquenessExpectation()

ColumnAggregate rule which evaluates whether the column has duplicates.

.google.events.cloud.dataplex.v1.DataQualityRule.UniquenessExpectation uniqueness_expectation = 100;

Returns
Type Description
boolean

Whether the uniquenessExpectation field is set.

hashCode()

public int hashCode()
Returns
Type Description
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

newBuilderForType()

public DataQualityRule.Builder newBuilderForType()
Returns
Type Description
DataQualityRule.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected DataQualityRule.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Name Description
parent BuilderParent
Returns
Type Description
DataQualityRule.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Name Description
unused UnusedPrivateParameter
Returns
Type Description
Object
Overrides

toBuilder()

public DataQualityRule.Builder toBuilder()
Returns
Type Description
DataQualityRule.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
Name Description
output CodedOutputStream
Overrides
Exceptions
Type Description
IOException