com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringTabularStats

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringTabularStats

All Implemented Interfaces:

ModelMonitoringTabularStatsOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class ModelMonitoringTabularStats
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringTabularStatsOrBuilder

 A collection of data points that describes the time-varying values of a
 tabular metric.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringTabularStats

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitoringTabularStats.Builder A collection of data points that describes the time-varying values of a tabular metric.

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	DATA_POINTS_FIELD_NUMBER
static int	OBJECTIVE_TYPE_FIELD_NUMBER
static int	STATS_NAME_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)
ModelMonitoringStatsDataPoint	getDataPoints(int index) The data points of this time series.
int	getDataPointsCount() The data points of this time series.
List<ModelMonitoringStatsDataPoint>	getDataPointsList() The data points of this time series.
ModelMonitoringStatsDataPointOrBuilder	getDataPointsOrBuilder(int index) The data points of this time series.
List<? extends ModelMonitoringStatsDataPointOrBuilder>	getDataPointsOrBuilderList() The data points of this time series.
static ModelMonitoringTabularStats	getDefaultInstance()
ModelMonitoringTabularStats	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getObjectiveType() One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution` string objective_type = 2;
com.google.protobuf.ByteString	getObjectiveTypeBytes() One of the supported monitoring objectives: `raw-feature-drift` `prediction-output-drift` `feature-attribution` string objective_type = 2;
com.google.protobuf.Parser<ModelMonitoringTabularStats>	getParserForType()
int	getSerializedSize()
String	getStatsName() The stats name.
com.google.protobuf.ByteString	getStatsNameBytes() The stats name.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringTabularStats.Builder	newBuilder()
static ModelMonitoringTabularStats.Builder	newBuilder(ModelMonitoringTabularStats prototype)
ModelMonitoringTabularStats.Builder	newBuilderForType()
protected ModelMonitoringTabularStats.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringTabularStats	parseDelimitedFrom(InputStream input)
static ModelMonitoringTabularStats	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringTabularStats	parseFrom(byte[] data)
static ModelMonitoringTabularStats	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringTabularStats	parseFrom(ByteBuffer data)
static ModelMonitoringTabularStats	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringTabularStats	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringTabularStats	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringTabularStats	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringTabularStats	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringTabularStats	parseFrom(InputStream input)
static ModelMonitoringTabularStats	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringTabularStats>	parser()
ModelMonitoringTabularStats.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

STATS_NAME_FIELD_NUMBER

public static final int STATS_NAME_FIELD_NUMBER

See Also:

Constant Field Values

OBJECTIVE_TYPE_FIELD_NUMBER

public static final int OBJECTIVE_TYPE_FIELD_NUMBER

See Also:

Constant Field Values

DATA_POINTS_FIELD_NUMBER

public static final int DATA_POINTS_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

getStatsName

public String getStatsName()

 The stats name.
 

string stats_name = 1;

Specified by:

getStatsName in interface ModelMonitoringTabularStatsOrBuilder

Returns:

The statsName.

getStatsNameBytes

public com.google.protobuf.ByteString getStatsNameBytes()

 The stats name.
 

string stats_name = 1;

Specified by:

getStatsNameBytes in interface ModelMonitoringTabularStatsOrBuilder

Returns:

The bytes for statsName.

getObjectiveType

public String getObjectiveType()

 One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
 

string objective_type = 2;

Specified by:

getObjectiveType in interface ModelMonitoringTabularStatsOrBuilder

Returns:

The objectiveType.

getObjectiveTypeBytes

public com.google.protobuf.ByteString getObjectiveTypeBytes()

 One of the supported monitoring objectives:
 `raw-feature-drift`
 `prediction-output-drift`
 `feature-attribution`
 

string objective_type = 2;

Specified by:

getObjectiveTypeBytes in interface ModelMonitoringTabularStatsOrBuilder

Returns:

The bytes for objectiveType.

getDataPointsList

public List<ModelMonitoringStatsDataPoint> getDataPointsList()

 The data points of this time series. When listing time series, points are
 returned in reverse time order.
 

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Specified by:

getDataPointsList in interface ModelMonitoringTabularStatsOrBuilder

getDataPointsOrBuilderList

public List<? extends ModelMonitoringStatsDataPointOrBuilder> getDataPointsOrBuilderList()

 The data points of this time series. When listing time series, points are
 returned in reverse time order.
 

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Specified by:

getDataPointsOrBuilderList in interface ModelMonitoringTabularStatsOrBuilder

getDataPointsCount

public int getDataPointsCount()

 The data points of this time series. When listing time series, points are
 returned in reverse time order.
 

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Specified by:

getDataPointsCount in interface ModelMonitoringTabularStatsOrBuilder

getDataPoints

public ModelMonitoringStatsDataPoint getDataPoints(int index)

 The data points of this time series. When listing time series, points are
 returned in reverse time order.
 

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Specified by:

getDataPoints in interface ModelMonitoringTabularStatsOrBuilder

getDataPointsOrBuilder

public ModelMonitoringStatsDataPointOrBuilder getDataPointsOrBuilder(int index)

 The data points of this time series. When listing time series, points are
 returned in reverse time order.
 

repeated .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint data_points = 3;

Specified by:

getDataPointsOrBuilder in interface ModelMonitoringTabularStatsOrBuilder

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 ModelMonitoringTabularStats parseFrom(ByteBuffer data)
                                             throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringTabularStats parseFrom(InputStream input)
                                             throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringTabularStats parseDelimitedFrom(InputStream input)
                                                      throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitoringTabularStats.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringTabularStats.Builder newBuilder()

newBuilder

public static ModelMonitoringTabularStats.Builder newBuilder(ModelMonitoringTabularStats prototype)

toBuilder

public ModelMonitoringTabularStats.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringTabularStats getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitoringTabularStats> 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 ModelMonitoringTabularStats getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder