Package com.google.cloud.aiplatform.v1

Class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

All Implemented Interfaces:

ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ModelMonitoringObjectiveConfig.ExplanationConfig

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

 Output from
 [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob] for
 Model Monitoring baseline dataset, which can be used to generate baseline
 attribution scores.
 

Protobuf type google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	Output from [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob] for Model Monitoring baseline dataset, which can be used to generate baseline attribution scores.
static class	ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase
static class	ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat	The storage format of the predictions generated BatchPrediction job.

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	BIGQUERY_FIELD_NUMBER
static int	GCS_FIELD_NUMBER
static int	PREDICTION_FORMAT_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)
BigQueryDestination	getBigquery()	BigQuery location for BatchExplain output.
BigQueryDestinationOrBuilder	getBigqueryOrBuilder()	BigQuery location for BatchExplain output.
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	getDefaultInstance()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase	getDestinationCase()
GcsDestination	getGcs()	Cloud Storage location for BatchExplain output.
GcsDestinationOrBuilder	getGcsOrBuilder()	Cloud Storage location for BatchExplain output.
com.google.protobuf.Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline>	getParserForType()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat	getPredictionFormat()	The storage format of the predictions generated BatchPrediction job.
int	getPredictionFormatValue()	The storage format of the predictions generated BatchPrediction job.
int	getSerializedSize()
boolean	hasBigquery()	BigQuery location for BatchExplain output.
boolean	hasGcs()	Cloud Storage location for BatchExplain output.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	newBuilder()
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	newBuilder(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline prototype)
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	newBuilderForType()
protected ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseDelimitedFrom(InputStream input)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(byte[] data)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(InputStream input)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(ByteBuffer data)
static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline>	parser()
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.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

GCS_FIELD_NUMBER

public static final int GCS_FIELD_NUMBER

See Also:

Constant Field Values

BIGQUERY_FIELD_NUMBER

public static final int BIGQUERY_FIELD_NUMBER

See Also:

Constant Field Values

PREDICTION_FORMAT_FIELD_NUMBER

public static final int PREDICTION_FORMAT_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

getDestinationCase

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase getDestinationCase()

Specified by:

getDestinationCase in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

hasGcs

public boolean hasGcs()

 Cloud Storage location for BatchExplain output.
 

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Specified by:

hasGcs in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

Whether the gcs field is set.

getGcs

public GcsDestination getGcs()

 Cloud Storage location for BatchExplain output.
 

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Specified by:

getGcs in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

The gcs.

getGcsOrBuilder

public GcsDestinationOrBuilder getGcsOrBuilder()

 Cloud Storage location for BatchExplain output.
 

.google.cloud.aiplatform.v1.GcsDestination gcs = 2;

Specified by:

getGcsOrBuilder in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

hasBigquery

public boolean hasBigquery()

 BigQuery location for BatchExplain output.
 

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Specified by:

hasBigquery in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

Whether the bigquery field is set.

getBigquery

public BigQueryDestination getBigquery()

 BigQuery location for BatchExplain output.
 

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Specified by:

getBigquery in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

The bigquery.

getBigqueryOrBuilder

public BigQueryDestinationOrBuilder getBigqueryOrBuilder()

 BigQuery location for BatchExplain output.
 

.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;

Specified by:

getBigqueryOrBuilder in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

getPredictionFormatValue

public int getPredictionFormatValue()

 The storage format of the predictions generated BatchPrediction job.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Specified by:

getPredictionFormatValue in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

The enum numeric value on the wire for predictionFormat.

getPredictionFormat

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat getPredictionFormat()

 The storage format of the predictions generated BatchPrediction job.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat prediction_format = 1;

Specified by:

getPredictionFormat in interface ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineOrBuilder

Returns:

The predictionFormat.

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 ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteBuffer data)
                                                                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(com.google.protobuf.ByteString data)
                                                                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(byte[] data)
                                                                                      throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(com.google.protobuf.CodedInputStream input)
                                                                                      throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

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

newBuilder

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

toBuilder

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline> 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 ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder