public final class ThresholdConfig extends GeneratedMessageV3 implements ThresholdConfigOrBuilder
The config for feature monitoring threshold.
Protobuf type google.cloud.aiplatform.v1.ThresholdConfig
Static Fields
public static final int VALUE_FIELD_NUMBER
Field Value
Static Methods
public static ThresholdConfig getDefaultInstance()
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public static final Descriptors.Descriptor getDescriptor()
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public static ThresholdConfig.Builder newBuilder()
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public static ThresholdConfig.Builder newBuilder(ThresholdConfig prototype)
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public static ThresholdConfig parseDelimitedFrom(InputStream input)
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public static ThresholdConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static ThresholdConfig parseFrom(byte[] data)
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Name | Description |
data | byte[]
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public static ThresholdConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
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public static ThresholdConfig parseFrom(ByteString data)
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public static ThresholdConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
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public static ThresholdConfig parseFrom(CodedInputStream input)
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public static ThresholdConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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public static ThresholdConfig parseFrom(InputStream input)
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public static ThresholdConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static ThresholdConfig parseFrom(ByteBuffer data)
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public static ThresholdConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
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public static Parser<ThresholdConfig> parser()
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Methods
public boolean equals(Object obj)
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Overrides
public ThresholdConfig getDefaultInstanceForType()
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public Parser<ThresholdConfig> getParserForType()
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public int getSerializedSize()
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public ThresholdConfig.ThresholdCase getThresholdCase()
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public final UnknownFieldSet getUnknownFields()
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Specify a threshold value that can trigger the alert.
If this threshold config is for feature distribution distance:
- 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;
Returns
Type | Description |
double | The value.
|
public boolean hasValue()
Specify a threshold value that can trigger the alert.
If this threshold config is for feature distribution distance:
- 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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protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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public ThresholdConfig.Builder newBuilderForType()
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protected ThresholdConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
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protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
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public ThresholdConfig.Builder toBuilder()
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public void writeTo(CodedOutputStream output)
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