Class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline (3.16.0)

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.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Inheritance

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

Static Fields

BIGQUERY_FIELD_NUMBER

public static final int BIGQUERY_FIELD_NUMBER
Field Value
TypeDescription
int

GCS_FIELD_NUMBER

public static final int GCS_FIELD_NUMBER
Field Value
TypeDescription
int

PREDICTION_FORMAT_FIELD_NUMBER

public static final int PREDICTION_FORMAT_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstance()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

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

newBuilder(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline prototype)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilder(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline prototype)
Parameter
NameDescription
prototypeModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

parseDelimitedFrom(InputStream input)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

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

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getBigquery()

public BigQueryDestination getBigquery()

BigQuery location for BatchExplain output.

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

Returns
TypeDescription
BigQueryDestination

The bigquery.

getBigqueryOrBuilder()

public BigQueryDestinationOrBuilder getBigqueryOrBuilder()

BigQuery location for BatchExplain output.

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

Returns
TypeDescription
BigQueryDestinationOrBuilder

getDefaultInstanceForType()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstanceForType()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

getDestinationCase()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase getDestinationCase()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase

getGcs()

public GcsDestination getGcs()

Cloud Storage location for BatchExplain output.

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

Returns
TypeDescription
GcsDestination

The gcs.

getGcsOrBuilder()

public GcsDestinationOrBuilder getGcsOrBuilder()

Cloud Storage location for BatchExplain output.

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

Returns
TypeDescription
GcsDestinationOrBuilder

getParserForType()

public Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline> getParserForType()
Returns
TypeDescription
Parser<ExplanationBaseline>
Overrides

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;

Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat

The predictionFormat.

getPredictionFormatValue()

public int getPredictionFormatValue()

The storage format of the predictions generated BatchPrediction job.

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

Returns
TypeDescription
int

The enum numeric value on the wire for predictionFormat.

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
TypeDescription
UnknownFieldSet
Overrides

hasBigquery()

public boolean hasBigquery()

BigQuery location for BatchExplain output.

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

Returns
TypeDescription
boolean

Whether the bigquery field is set.

hasGcs()

public boolean hasGcs()

Cloud Storage location for BatchExplain output.

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

Returns
TypeDescription
boolean

Whether the gcs field is set.

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilderForType()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder toBuilder()
Returns
TypeDescription
ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides
Exceptions
TypeDescription
IOException