com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue

All Implemented Interfaces:

ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValueOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ModelMonitoringStatsDataPoint.TypedValue

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

 Summary statistics for a population of values.
 

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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder Summary statistics for a population of values.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	DISTRIBUTION_DEVIATION_FIELD_NUMBER
static int	DISTRIBUTION_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	getDefaultInstance()
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Value	getDistribution() Predictive monitoring drift distribution in `tensorflow.metadata.v0.DatasetFeatureStatistics` format.
double	getDistributionDeviation() Distribution distance deviation from the current dataset's statistics to baseline dataset's statistics
com.google.protobuf.ValueOrBuilder	getDistributionOrBuilder() Predictive monitoring drift distribution in `tensorflow.metadata.v0.DatasetFeatureStatistics` format.
com.google.protobuf.Parser<ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue>	getParserForType()
int	getSerializedSize()
boolean	hasDistribution() Predictive monitoring drift distribution in `tensorflow.metadata.v0.DatasetFeatureStatistics` format.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder	newBuilder()
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder	newBuilder(ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue prototype)
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder	newBuilderForType()
protected ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseDelimitedFrom(InputStream input)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(byte[] data)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(ByteBuffer data)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(InputStream input)
static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue>	parser()
ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

DISTRIBUTION_FIELD_NUMBER

public static final int DISTRIBUTION_FIELD_NUMBER

See Also:

Constant Field Values

DISTRIBUTION_DEVIATION_FIELD_NUMBER

public static final int DISTRIBUTION_DEVIATION_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

hasDistribution

public boolean hasDistribution()

 Predictive monitoring drift distribution in
 `tensorflow.metadata.v0.DatasetFeatureStatistics` format.
 

.google.protobuf.Value distribution = 1;

Specified by:

hasDistribution in interface ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValueOrBuilder

Returns:

Whether the distribution field is set.

getDistribution

public com.google.protobuf.Value getDistribution()

 Predictive monitoring drift distribution in
 `tensorflow.metadata.v0.DatasetFeatureStatistics` format.
 

.google.protobuf.Value distribution = 1;

Specified by:

getDistribution in interface ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValueOrBuilder

Returns:

The distribution.

getDistributionOrBuilder

public com.google.protobuf.ValueOrBuilder getDistributionOrBuilder()

 Predictive monitoring drift distribution in
 `tensorflow.metadata.v0.DatasetFeatureStatistics` format.
 

.google.protobuf.Value distribution = 1;

Specified by:

getDistributionOrBuilder in interface ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValueOrBuilder

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;

Specified by:

getDistributionDeviation in interface ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValueOrBuilder

Returns:

The distributionDeviation.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteBuffer data)
                                                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(ByteBuffer data,
                                                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(com.google.protobuf.ByteString data)
                                                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(com.google.protobuf.ByteString data,
                                                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(byte[] data)
                                                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(byte[] data,
                                                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(InputStream input,
                                                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseDelimitedFrom(InputStream input,
                                                                                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                         throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(com.google.protobuf.CodedInputStream input)
                                                                                throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue parseFrom(com.google.protobuf.CodedInputStream input,
                                                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                throws IOException

Throws:

IOException

newBuilderForType

public ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

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

newBuilder

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

toBuilder

public ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public ModelMonitoringStatsDataPoint.TypedValue.DistributionDataValue getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder