Package com.google.cloud.aiplatform.v1
Class ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder
- java.lang.Object
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- com.google.protobuf.AbstractMessageLite.Builder
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- com.google.protobuf.AbstractMessage.Builder<BuilderT>
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- com.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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- com.google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder
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- All Implemented Interfaces:
ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder,com.google.protobuf.Message.Builder,com.google.protobuf.MessageLite.Builder,com.google.protobuf.MessageLiteOrBuilder,com.google.protobuf.MessageOrBuilder,Cloneable
- Enclosing class:
- ExplanationMetadata.InputMetadata.FeatureValueDomain
public static final class ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder extends com.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder> implements ExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder
Domain details of the input feature value. Provides numeric information about the feature, such as its range (min, max). If the feature has been pre-processed, for example with z-scoring, then it provides information about how to recover the original feature. For example, if the input feature is an image and it has been pre-processed to obtain 0-mean and stddev = 1 values, then original_mean, and original_stddev refer to the mean and stddev of the original feature (e.g. image tensor) from which input feature (with mean = 0 and stddev = 1) was obtained.
Protobuf typegoogle.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method Description ExplanationMetadata.InputMetadata.FeatureValueDomain.BuilderaddRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)ExplanationMetadata.InputMetadata.FeatureValueDomainbuild()ExplanationMetadata.InputMetadata.FeatureValueDomainbuildPartial()ExplanationMetadata.InputMetadata.FeatureValueDomain.Builderclear()ExplanationMetadata.InputMetadata.FeatureValueDomain.BuilderclearField(com.google.protobuf.Descriptors.FieldDescriptor field)ExplanationMetadata.InputMetadata.FeatureValueDomain.BuilderclearMaxValue()The maximum permissible value for this feature.ExplanationMetadata.InputMetadata.FeatureValueDomain.BuilderclearMinValue()The minimum permissible value for this feature.ExplanationMetadata.InputMetadata.FeatureValueDomain.BuilderclearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)ExplanationMetadata.InputMetadata.FeatureValueDomain.BuilderclearOriginalMean()If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.ExplanationMetadata.InputMetadata.FeatureValueDomain.BuilderclearOriginalStddev()If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.ExplanationMetadata.InputMetadata.FeatureValueDomain.Builderclone()ExplanationMetadata.InputMetadata.FeatureValueDomaingetDefaultInstanceForType()static com.google.protobuf.Descriptors.DescriptorgetDescriptor()com.google.protobuf.Descriptors.DescriptorgetDescriptorForType()floatgetMaxValue()The maximum permissible value for this feature.floatgetMinValue()The minimum permissible value for this feature.floatgetOriginalMean()If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.floatgetOriginalStddev()If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTableinternalGetFieldAccessorTable()booleanisInitialized()ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildermergeFrom(ExplanationMetadata.InputMetadata.FeatureValueDomain other)ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildermergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildermergeFrom(com.google.protobuf.Message other)ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildermergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildersetField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildersetMaxValue(float value)The maximum permissible value for this feature.ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildersetMinValue(float value)The minimum permissible value for this feature.ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildersetOriginalMean(float value)If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildersetOriginalStddev(float value)If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildersetRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)ExplanationMetadata.InputMetadata.FeatureValueDomain.BuildersetUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)-
Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder
getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setUnknownFieldSetBuilder, setUnknownFieldsProto3
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Methods inherited from class com.google.protobuf.AbstractMessage.Builder
findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString
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Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder
addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException
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Methods inherited from class java.lang.Object
equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
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Method Detail
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getDescriptor
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
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internalGetFieldAccessorTable
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
- Specified by:
internalGetFieldAccessorTablein classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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clear
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clear()
- Specified by:
clearin interfacecom.google.protobuf.Message.Builder- Specified by:
clearin interfacecom.google.protobuf.MessageLite.Builder- Overrides:
clearin classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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getDescriptorForType
public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
- Specified by:
getDescriptorForTypein interfacecom.google.protobuf.Message.Builder- Specified by:
getDescriptorForTypein interfacecom.google.protobuf.MessageOrBuilder- Overrides:
getDescriptorForTypein classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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getDefaultInstanceForType
public ExplanationMetadata.InputMetadata.FeatureValueDomain getDefaultInstanceForType()
- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageLiteOrBuilder- Specified by:
getDefaultInstanceForTypein interfacecom.google.protobuf.MessageOrBuilder
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build
public ExplanationMetadata.InputMetadata.FeatureValueDomain build()
- Specified by:
buildin interfacecom.google.protobuf.Message.Builder- Specified by:
buildin interfacecom.google.protobuf.MessageLite.Builder
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buildPartial
public ExplanationMetadata.InputMetadata.FeatureValueDomain buildPartial()
- Specified by:
buildPartialin interfacecom.google.protobuf.Message.Builder- Specified by:
buildPartialin interfacecom.google.protobuf.MessageLite.Builder
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clone
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clone()
- Specified by:
clonein interfacecom.google.protobuf.Message.Builder- Specified by:
clonein interfacecom.google.protobuf.MessageLite.Builder- Overrides:
clonein classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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setField
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
- Specified by:
setFieldin interfacecom.google.protobuf.Message.Builder- Overrides:
setFieldin classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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clearField
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
- Specified by:
clearFieldin interfacecom.google.protobuf.Message.Builder- Overrides:
clearFieldin classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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clearOneof
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
- Specified by:
clearOneofin interfacecom.google.protobuf.Message.Builder- Overrides:
clearOneofin classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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setRepeatedField
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
- Specified by:
setRepeatedFieldin interfacecom.google.protobuf.Message.Builder- Overrides:
setRepeatedFieldin classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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addRepeatedField
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
- Specified by:
addRepeatedFieldin interfacecom.google.protobuf.Message.Builder- Overrides:
addRepeatedFieldin classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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mergeFrom
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(com.google.protobuf.Message other)
- Specified by:
mergeFromin interfacecom.google.protobuf.Message.Builder- Overrides:
mergeFromin classcom.google.protobuf.AbstractMessage.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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mergeFrom
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(ExplanationMetadata.InputMetadata.FeatureValueDomain other)
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isInitialized
public final boolean isInitialized()
- Specified by:
isInitializedin interfacecom.google.protobuf.MessageLiteOrBuilder- Overrides:
isInitializedin classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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mergeFrom
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
- Specified by:
mergeFromin interfacecom.google.protobuf.Message.Builder- Specified by:
mergeFromin interfacecom.google.protobuf.MessageLite.Builder- Overrides:
mergeFromin classcom.google.protobuf.AbstractMessage.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>- Throws:
IOException
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getMinValue
public float getMinValue()
The minimum permissible value for this feature.
float min_value = 1;- Specified by:
getMinValuein interfaceExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder- Returns:
- The minValue.
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setMinValue
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setMinValue(float value)
The minimum permissible value for this feature.
float min_value = 1;- Parameters:
value- The minValue to set.- Returns:
- This builder for chaining.
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clearMinValue
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearMinValue()
The minimum permissible value for this feature.
float min_value = 1;- Returns:
- This builder for chaining.
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getMaxValue
public float getMaxValue()
The maximum permissible value for this feature.
float max_value = 2;- Specified by:
getMaxValuein interfaceExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder- Returns:
- The maxValue.
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setMaxValue
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setMaxValue(float value)
The maximum permissible value for this feature.
float max_value = 2;- Parameters:
value- The maxValue to set.- Returns:
- This builder for chaining.
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clearMaxValue
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearMaxValue()
The maximum permissible value for this feature.
float max_value = 2;- Returns:
- This builder for chaining.
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getOriginalMean
public float getOriginalMean()
If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.
float original_mean = 3;- Specified by:
getOriginalMeanin interfaceExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder- Returns:
- The originalMean.
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setOriginalMean
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setOriginalMean(float value)
If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.
float original_mean = 3;- Parameters:
value- The originalMean to set.- Returns:
- This builder for chaining.
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clearOriginalMean
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearOriginalMean()
If this input feature has been normalized to a mean value of 0, the original_mean specifies the mean value of the domain prior to normalization.
float original_mean = 3;- Returns:
- This builder for chaining.
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getOriginalStddev
public float getOriginalStddev()
If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.
float original_stddev = 4;- Specified by:
getOriginalStddevin interfaceExplanationMetadata.InputMetadata.FeatureValueDomainOrBuilder- Returns:
- The originalStddev.
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setOriginalStddev
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setOriginalStddev(float value)
If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.
float original_stddev = 4;- Parameters:
value- The originalStddev to set.- Returns:
- This builder for chaining.
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clearOriginalStddev
public ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder clearOriginalStddev()
If this input feature has been normalized to a standard deviation of 1.0, the original_stddev specifies the standard deviation of the domain prior to normalization.
float original_stddev = 4;- Returns:
- This builder for chaining.
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setUnknownFields
public final ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
- Specified by:
setUnknownFieldsin interfacecom.google.protobuf.Message.Builder- Overrides:
setUnknownFieldsin classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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mergeUnknownFields
public final ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
- Specified by:
mergeUnknownFieldsin interfacecom.google.protobuf.Message.Builder- Overrides:
mergeUnknownFieldsin classcom.google.protobuf.GeneratedMessageV3.Builder<ExplanationMetadata.InputMetadata.FeatureValueDomain.Builder>
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