Class ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline (3.17.0)
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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
Static Fields
public static final int BIGQUERY_FIELD_NUMBER
Field Value |
---|
Type | Description |
int | |
public static final int GCS_FIELD_NUMBER
Field Value |
---|
Type | Description |
int | |
public static final int PREDICTION_FORMAT_FIELD_NUMBER
Field Value |
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Type | Description |
int | |
Static Methods
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstance()
public static final Descriptors.Descriptor getDescriptor()
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilder()
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilder(ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline prototype)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseDelimitedFrom(InputStream input)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(byte[] data)
Parameter |
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Name | Description |
data | byte[]
|
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteString data)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(CodedInputStream input)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(InputStream input)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteBuffer data)
public static ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline> parser()
Methods
public boolean equals(Object obj)
Parameter |
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Name | Description |
obj | Object
|
Overrides
public BigQueryDestination getBigquery()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1beta1.BigQueryDestination bigquery = 3;
public BigQueryDestinationOrBuilder getBigqueryOrBuilder()
BigQuery location for BatchExplain output.
.google.cloud.aiplatform.v1beta1.BigQueryDestination bigquery = 3;
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline getDefaultInstanceForType()
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.DestinationCase getDestinationCase()
public GcsDestination getGcs()
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1beta1.GcsDestination gcs = 2;
public GcsDestinationOrBuilder getGcsOrBuilder()
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1beta1.GcsDestination gcs = 2;
public Parser<ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline> getParserForType()
Overrides
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;
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.
|
public int getSerializedSize()
Returns |
---|
Type | Description |
int | |
Overrides
public final UnknownFieldSet getUnknownFields()
Overrides
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.
|
Cloud Storage location for BatchExplain output.
.google.cloud.aiplatform.v1beta1.GcsDestination gcs = 2;
Returns |
---|
Type | Description |
boolean | Whether the gcs field is set.
|
Returns |
---|
Type | Description |
int | |
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilderForType()
protected ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Overrides
public ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.Builder toBuilder()
public void writeTo(CodedOutputStream output)
Overrides
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Last updated 2024-09-19 UTC.
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},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
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{"lastModified": "Last updated 2024-09-19 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-09-19 UTC."]]