Class ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue (3.44.0)

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public static final class ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue extends GeneratedMessageV3 implements ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValueOrBuilder

Summary statistics for a population of values.

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Implements

ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValueOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

DISTRIBUTION_DEVIATION_FIELD_NUMBER

public static final int DISTRIBUTION_DEVIATION_FIELD_NUMBER

Field Value
Type	Description
int

DISTRIBUTION_FIELD_NUMBER

public static final int DISTRIBUTION_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue getDefaultInstance()

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder newBuilder()

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder

newBuilder(ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue prototype)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder newBuilder(ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue prototype)

Parameter
Name	Description
prototype	ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder

parseDelimitedFrom(InputStream input)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue> parser()

Returns
Type	Description
Parser<DistributionDataValue>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getDefaultInstanceForType()

public ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue getDefaultInstanceForType()

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

getDistribution()

public Value getDistribution()

tensorflow.metadata.v0.DatasetFeatureStatistics format.

.google.protobuf.Value distribution = 1;

Returns
Type	Description
Value	The distribution.

getDistributionDeviation()

public double getDistributionDeviation()

Distribution distance deviation from the current dataset's statistics to baseline dataset's statistics.

• For categorical feature, the distribution distance is calculated by L-inifinity norm or Jensen–Shannon divergence.
• For numerical feature, the distribution distance is calculated by Jensen–Shannon divergence.

double distribution_deviation = 2;

Returns
Type	Description
double	The distributionDeviation.

getDistributionOrBuilder()

public ValueOrBuilder getDistributionOrBuilder()

tensorflow.metadata.v0.DatasetFeatureStatistics format.

.google.protobuf.Value distribution = 1;

Returns
Type	Description
ValueOrBuilder

getParserForType()

public Parser<ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue> getParserForType()

Returns
Type	Description
Parser<DistributionDataValue>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

hasDistribution()

public boolean hasDistribution()

tensorflow.metadata.v0.DatasetFeatureStatistics format.

.google.protobuf.Value distribution = 1;

Returns
Type	Description
boolean	Whether the distribution field is set.

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder newBuilderForType()

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder toBuilder()

Returns
Type	Description
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException