Class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline (3.4.0)

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public static final class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline extends GeneratedMessageV3 implements ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Output from BatchPredictionJob for Model Monitoring baseline dataset, which can be used to generate baseline attribution scores.

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Implements

ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

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)

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)

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)

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

BIGQUERY_FIELD_NUMBER

public static final int BIGQUERY_FIELD_NUMBER

Field Value

Type	Description
int

GCS_FIELD_NUMBER

public static final int GCS_FIELD_NUMBER

Field Value

Type	Description
int

PREDICTION_FORMAT_FIELD_NUMBER

public static final int PREDICTION_FORMAT_FIELD_NUMBER

Field Value

Type	Description
int

Static Methods

getDefaultInstance()

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstance()

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
Descriptor

newBuilder()

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilder()

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

newBuilder(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline prototype)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilder(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline prototype)

Parameter

Name	Description
prototype	ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

parseDelimitedFrom(InputStream input)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseDelimitedFrom(InputStream input)

Parameter

Name	Description
input	InputStream

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
IOException

parseFrom(byte[] data)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(byte[] data)

Parameter

Name	Description
data	byte[]

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteString data)

Parameter

Name	Description
data	ByteString

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(CodedInputStream input)

Parameter

Name	Description
input	CodedInputStream

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
IOException

parseFrom(InputStream input)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(InputStream input)

Parameter

Name	Description
input	InputStream

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
IOException

parseFrom(ByteBuffer data)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteBuffer data)

Parameter

Name	Description
data	ByteBuffer

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Exceptions

Type	Description
InvalidProtocolBufferException

parser()

public static Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline> parser()

Returns

Type	Description
Parser<ExplanationBaseline>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter

Name	Description
obj	Object

Returns

Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getBigquery()

public BigQueryDestination getBigquery()

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1beta1.BigQueryDestination bigquery = 3;

Returns

Type	Description
BigQueryDestination	The bigquery.

getBigqueryOrBuilder()

public BigQueryDestinationOrBuilder getBigqueryOrBuilder()

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1beta1.BigQueryDestination bigquery = 3;

Returns

Type	Description
BigQueryDestinationOrBuilder

getDefaultInstanceForType()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstanceForType()

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

getDestinationCase()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase getDestinationCase()

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase

getGcs()

public GcsDestination getGcs()

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1beta1.GcsDestination gcs = 2;

Returns

Type	Description
GcsDestination	The gcs.

getGcsOrBuilder()

public GcsDestinationOrBuilder getGcsOrBuilder()

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1beta1.GcsDestination gcs = 2;

Returns

Type	Description
GcsDestinationOrBuilder

getParserForType()

public Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline> getParserForType()

Returns

Type	Description
Parser<ExplanationBaseline>

Overrides

GeneratedMessageV3.getParserForType()

getPredictionFormat()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat getPredictionFormat()

The storage format of the predictions generated BatchPrediction job.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat	The predictionFormat.

getPredictionFormatValue()

public int getPredictionFormatValue()

The storage format of the predictions generated BatchPrediction job.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Returns

Type	Description
int	The enum numeric value on the wire for predictionFormat.

getSerializedSize()

public int getSerializedSize()

Returns

Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getUnknownFields()

public final UnknownFieldSet getUnknownFields()

Returns

Type	Description
UnknownFieldSet

Overrides

GeneratedMessageV3.getUnknownFields()

hasBigquery()

public boolean hasBigquery()

BigQuery location for BatchExplain output.

.google.cloud.aiplatform.v1beta1.BigQueryDestination bigquery = 3;

Returns

Type	Description
boolean	Whether the bigquery field is set.

hasGcs()

public boolean hasGcs()

Cloud Storage location for BatchExplain output.

.google.cloud.aiplatform.v1beta1.GcsDestination gcs = 2;

Returns

Type	Description
boolean	Whether the gcs 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 ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilderForType()

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter

Name	Description
parent	BuilderParent

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.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 ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder toBuilder()

Returns

Type	Description
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter

Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions

Type	Description
IOException