public static final class FeaturestoreMonitoringConfig.ThresholdConfig extends GeneratedMessageV3 implements FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder
The config for Featurestore Monitoring threshold.
Protobuf type google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig
Static Fields
public static final int VALUE_FIELD_NUMBER
Field Value
Static Methods
public static FeaturestoreMonitoringConfig.ThresholdConfig getDefaultInstance()
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public static final Descriptors.Descriptor getDescriptor()
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public static FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilder()
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public static FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilder(FeaturestoreMonitoringConfig.ThresholdConfig prototype)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseDelimitedFrom(InputStream input)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(byte[] data)
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Name | Description |
data | byte[]
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteString data)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(CodedInputStream input)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(InputStream input)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteBuffer data)
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public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
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public static Parser<FeaturestoreMonitoringConfig.ThresholdConfig> parser()
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Methods
public boolean equals(Object obj)
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public FeaturestoreMonitoringConfig.ThresholdConfig getDefaultInstanceForType()
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public Parser<FeaturestoreMonitoringConfig.ThresholdConfig> getParserForType()
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public int getSerializedSize()
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public FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase getThresholdCase()
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public final UnknownFieldSet getUnknownFields()
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Specify a threshold value that can trigger the alert.
- For categorical feature, the distribution distance is calculated by
L-inifinity norm.
- For numerical feature, the distribution distance is calculated by
Jensen\u2013Shannon divergence. Each feature must have a non-zero threshold
if they need to be monitored. Otherwise no alert will be triggered for
that feature.
double value = 1;
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Type | Description |
double | The value.
|
public boolean hasValue()
Specify a threshold value that can trigger the alert.
- For categorical feature, the distribution distance is calculated by
L-inifinity norm.
- For numerical feature, the distribution distance is calculated by
Jensen\u2013Shannon divergence. Each feature must have a non-zero threshold
if they need to be monitored. Otherwise no alert will be triggered for
that feature.
double value = 1;
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Type | Description |
boolean | Whether the value field is set.
|
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Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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public FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilderForType()
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protected FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
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protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
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public FeaturestoreMonitoringConfig.ThresholdConfig.Builder toBuilder()
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public void writeTo(CodedOutputStream output)
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