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
Fields
public static final int BIGQUERY_FIELD_NUMBER
Field Value
public static final int GCS_FIELD_NUMBER
Field Value
public static final int PREDICTION_FORMAT_FIELD_NUMBER
Field Value
Methods
public boolean equals(Object obj)
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public BigQueryDestination getBigquery()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
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public BigQueryDestinationOrBuilder getBigqueryOrBuilder()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1.BigQueryDestination bigquery = 3;
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstance()
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public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstanceForType()
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public static final Descriptors.Descriptor getDescriptor()
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public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase getDestinationCase()
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public GcsDestination getGcs()
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
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public GcsDestinationOrBuilder getGcsOrBuilder()
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
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public Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline> getParserForType()
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Overrides
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;
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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.
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public int getSerializedSize()
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public final UnknownFieldSet getUnknownFields()
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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.
|
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1.GcsDestination gcs = 2;
Returns
Type | Description |
boolean | Whether the gcs field is set.
|
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protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilder()
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilder(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline prototype)
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public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilderForType()
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protected ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
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protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseDelimitedFrom(InputStream input)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(byte[] data)
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Name | Description |
data | byte[]
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteString data)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(CodedInputStream input)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(InputStream input)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteBuffer data)
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public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
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public static Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline> parser()
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public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder toBuilder()
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public void writeTo(CodedOutputStream output)
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