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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.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaselineStatic 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 |
getBigquery()
public BigQueryDestination getBigquery()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
Returns | |
---|---|
Type | Description |
BigQueryDestination | The bigquery. |
getBigqueryOrBuilder()
public BigQueryDestinationOrBuilder getBigqueryOrBuilder()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.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.v1.GcsDestination gcs = 2;
Returns | |
---|---|
Type | Description |
GcsDestination | The gcs. |
getGcsOrBuilder()
public GcsDestinationOrBuilder getGcsOrBuilder()
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
Returns | |
---|---|
Type | Description |
GcsDestinationOrBuilder |
getParserForType()
public Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<ExplanationBaseline> |
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 | |
---|---|
Type | Description |
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 | |
---|---|
Type | Description |
int | The enum numeric value on the wire for predictionFormat. |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
hasBigquery()
public boolean hasBigquery()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.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.v1.GcsDestination gcs = 2;
Returns | |
---|---|
Type | Description |
boolean | Whether the gcs field is set. |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
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 |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
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 |
Exceptions | |
---|---|
Type | Description |
IOException |