Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies

All Implemented Interfaces:

ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ModelMonitoringStatsAnomalies

public static final class ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

 Historical Stats (and Anomalies) for a specific Feature.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder	Historical Stats (and Anomalies) for a specific Feature.

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	Description
static int	FEATURE_DISPLAY_NAME_FIELD_NUMBER
static int	PREDICTION_STATS_FIELD_NUMBER
static int	THRESHOLD_FIELD_NUMBER
static int	TRAINING_STATS_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	Description
boolean	equals(Object obj)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	getDefaultInstance()
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getFeatureDisplayName()	Display Name of the Feature.
com.google.protobuf.ByteString	getFeatureDisplayNameBytes()	Display Name of the Feature.
com.google.protobuf.Parser<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies>	getParserForType()
FeatureStatsAnomaly	getPredictionStats(int index)	A list of historical stats generated by different time window's Prediction Dataset.
int	getPredictionStatsCount()	A list of historical stats generated by different time window's Prediction Dataset.
List<FeatureStatsAnomaly>	getPredictionStatsList()	A list of historical stats generated by different time window's Prediction Dataset.
FeatureStatsAnomalyOrBuilder	getPredictionStatsOrBuilder(int index)	A list of historical stats generated by different time window's Prediction Dataset.
List<? extends FeatureStatsAnomalyOrBuilder>	getPredictionStatsOrBuilderList()	A list of historical stats generated by different time window's Prediction Dataset.
int	getSerializedSize()
ThresholdConfig	getThreshold()	Threshold for anomaly detection.
ThresholdConfigOrBuilder	getThresholdOrBuilder()	Threshold for anomaly detection.
FeatureStatsAnomaly	getTrainingStats()	Stats calculated for the Training Dataset.
FeatureStatsAnomalyOrBuilder	getTrainingStatsOrBuilder()	Stats calculated for the Training Dataset.
int	hashCode()
boolean	hasThreshold()	Threshold for anomaly detection.
boolean	hasTrainingStats()	Stats calculated for the Training Dataset.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder	newBuilder()
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder	newBuilder(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies prototype)
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder	newBuilderForType()
protected ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseDelimitedFrom(InputStream input)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(byte[] data)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(InputStream input)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(ByteBuffer data)
static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies>	parser()
ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, 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.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Field Detail

FEATURE_DISPLAY_NAME_FIELD_NUMBER

public static final int FEATURE_DISPLAY_NAME_FIELD_NUMBER

See Also:

Constant Field Values

THRESHOLD_FIELD_NUMBER

public static final int THRESHOLD_FIELD_NUMBER

See Also:

Constant Field Values

TRAINING_STATS_FIELD_NUMBER

public static final int TRAINING_STATS_FIELD_NUMBER

See Also:

Constant Field Values

PREDICTION_STATS_FIELD_NUMBER

public static final int PREDICTION_STATS_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

getFeatureDisplayName

public String getFeatureDisplayName()

 Display Name of the Feature.
 

string feature_display_name = 1;

Specified by:

getFeatureDisplayName in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

Returns:

The featureDisplayName.

getFeatureDisplayNameBytes

public com.google.protobuf.ByteString getFeatureDisplayNameBytes()

 Display Name of the Feature.
 

string feature_display_name = 1;

Specified by:

getFeatureDisplayNameBytes in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

Returns:

The bytes for featureDisplayName.

hasThreshold

public boolean hasThreshold()

 Threshold for anomaly detection.
 

.google.cloud.aiplatform.v1beta1.ThresholdConfig threshold = 3;

Specified by:

hasThreshold in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

Returns:

Whether the threshold field is set.

getThreshold

public ThresholdConfig getThreshold()

 Threshold for anomaly detection.
 

.google.cloud.aiplatform.v1beta1.ThresholdConfig threshold = 3;

Specified by:

getThreshold in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

Returns:

The threshold.

getThresholdOrBuilder

public ThresholdConfigOrBuilder getThresholdOrBuilder()

 Threshold for anomaly detection.
 

.google.cloud.aiplatform.v1beta1.ThresholdConfig threshold = 3;

Specified by:

getThresholdOrBuilder in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

hasTrainingStats

public boolean hasTrainingStats()

 Stats calculated for the Training Dataset.
 

.google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly training_stats = 4;

Specified by:

hasTrainingStats in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

Returns:

Whether the trainingStats field is set.

getTrainingStats

public FeatureStatsAnomaly getTrainingStats()

 Stats calculated for the Training Dataset.
 

.google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly training_stats = 4;

Specified by:

getTrainingStats in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

Returns:

The trainingStats.

getTrainingStatsOrBuilder

public FeatureStatsAnomalyOrBuilder getTrainingStatsOrBuilder()

 Stats calculated for the Training Dataset.
 

.google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly training_stats = 4;

Specified by:

getTrainingStatsOrBuilder in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

getPredictionStatsList

public List<FeatureStatsAnomaly> getPredictionStatsList()

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;

Specified by:

getPredictionStatsList in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

getPredictionStatsOrBuilderList

public List<? extends FeatureStatsAnomalyOrBuilder> getPredictionStatsOrBuilderList()

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;

Specified by:

getPredictionStatsOrBuilderList in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

getPredictionStatsCount

public int getPredictionStatsCount()

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;

Specified by:

getPredictionStatsCount in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

getPredictionStats

public FeatureStatsAnomaly getPredictionStats(int index)

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;

Specified by:

getPredictionStats in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

getPredictionStatsOrBuilder

public FeatureStatsAnomalyOrBuilder getPredictionStatsOrBuilder(int index)

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;

Specified by:

getPredictionStatsOrBuilder in interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

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 ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(ByteBuffer data)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(ByteBuffer data,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(com.google.protobuf.ByteString data)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(com.google.protobuf.ByteString data,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(byte[] data)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(byte[] data,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(InputStream input)
                                                                             throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(InputStream input,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseDelimitedFrom(InputStream input)
                                                                                      throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseDelimitedFrom(InputStream input,
                                                                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                                      throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(com.google.protobuf.CodedInputStream input)
                                                                             throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies parseFrom(com.google.protobuf.CodedInputStream input,
                                                                                    com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                             throws IOException

Throws:

IOException

newBuilderForType

public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder newBuilder()

newBuilder

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder newBuilder(ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies prototype)

toBuilder

public ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies getDefaultInstance()

parser

public static com.google.protobuf.Parser<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> parser()

getParserForType

public com.google.protobuf.Parser<ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies> 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 ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder