WeightedFeature.Builder (Feast Data Types for Java 0.4.4 API)

java.lang.Object
- com.google.protobuf.AbstractMessageLite.Builder
- - com.google.protobuf.AbstractMessage.Builder<BuilderType>
  - - com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
    - - org.tensorflow.metadata.v0.WeightedFeature.Builder

All Implemented Interfaces:: com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable, WeightedFeatureOrBuilder

Enclosing class:: WeightedFeature

public static final class WeightedFeature.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
implements WeightedFeatureOrBuilder

 Represents a weighted feature that is encoded as a combination of raw base
 features. The `weight_feature` should be a float feature with identical
 shape as the `feature`. This is useful for representing weights associated
 with categorical tokens (e.g. a TFIDF weight associated with each token).
 TODO(b/142122960): Handle WeightedCategorical end to end in TFX (validation,
 TFX Unit Testing, etc)

Protobuf type tensorflow.metadata.v0.WeightedFeature

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`WeightedFeature.Builder`	`addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)`
`WeightedFeature`	`build()`
`WeightedFeature`	`buildPartial()`
`WeightedFeature.Builder`	`clear()`
`WeightedFeature.Builder`	`clearFeature()` Path of a base feature to be weighted.
`WeightedFeature.Builder`	`clearField(com.google.protobuf.Descriptors.FieldDescriptor field)`
`WeightedFeature.Builder`	`clearLifecycleStage()` The lifecycle_stage determines where a feature is expected to be used, and therefore how important issues with it are.
`WeightedFeature.Builder`	`clearName()` Name for the weighted feature.
`WeightedFeature.Builder`	`clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)`
`WeightedFeature.Builder`	`clearWeightFeature()` Path of weight feature to associate with the base feature.
`WeightedFeature.Builder`	`clone()`
`WeightedFeature`	`getDefaultInstanceForType()`
`static com.google.protobuf.Descriptors.Descriptor`	`getDescriptor()`
`com.google.protobuf.Descriptors.Descriptor`	`getDescriptorForType()`
`Path`	`getFeature()` Path of a base feature to be weighted.
`Path.Builder`	`getFeatureBuilder()` Path of a base feature to be weighted.
`PathOrBuilder`	`getFeatureOrBuilder()` Path of a base feature to be weighted.
`LifecycleStage`	`getLifecycleStage()` The lifecycle_stage determines where a feature is expected to be used, and therefore how important issues with it are.
`String`	`getName()` Name for the weighted feature.
`com.google.protobuf.ByteString`	`getNameBytes()` Name for the weighted feature.
`Path`	`getWeightFeature()` Path of weight feature to associate with the base feature.
`Path.Builder`	`getWeightFeatureBuilder()` Path of weight feature to associate with the base feature.
`PathOrBuilder`	`getWeightFeatureOrBuilder()` Path of weight feature to associate with the base feature.
`boolean`	`hasFeature()` Path of a base feature to be weighted.
`boolean`	`hasLifecycleStage()` The lifecycle_stage determines where a feature is expected to be used, and therefore how important issues with it are.
`boolean`	`hasName()` Name for the weighted feature.
`boolean`	`hasWeightFeature()` Path of weight feature to associate with the base feature.
`protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable`	`internalGetFieldAccessorTable()`
`boolean`	`isInitialized()`
`WeightedFeature.Builder`	`mergeFeature(Path value)` Path of a base feature to be weighted.
`WeightedFeature.Builder`	`mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`WeightedFeature.Builder`	`mergeFrom(com.google.protobuf.Message other)`
`WeightedFeature.Builder`	`mergeFrom(WeightedFeature other)`
`WeightedFeature.Builder`	`mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)`
`WeightedFeature.Builder`	`mergeWeightFeature(Path value)` Path of weight feature to associate with the base feature.
`WeightedFeature.Builder`	`setFeature(Path.Builder builderForValue)` Path of a base feature to be weighted.
`WeightedFeature.Builder`	`setFeature(Path value)` Path of a base feature to be weighted.
`WeightedFeature.Builder`	`setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)`
`WeightedFeature.Builder`	`setLifecycleStage(LifecycleStage value)` The lifecycle_stage determines where a feature is expected to be used, and therefore how important issues with it are.
`WeightedFeature.Builder`	`setName(String value)` Name for the weighted feature.
`WeightedFeature.Builder`	`setNameBytes(com.google.protobuf.ByteString value)` Name for the weighted feature.
`WeightedFeature.Builder`	`setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)`
`WeightedFeature.Builder`	`setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)`
`WeightedFeature.Builder`	`setWeightFeature(Path.Builder builderForValue)` Path of weight feature to associate with the base feature.
`WeightedFeature.Builder`	`setWeightFeature(Path value)` Path of weight feature to associate with the base feature.

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder
getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMutableMapField, isClean, markClean, newBuilderForField, onBuilt, onChanged, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder
findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder
addAll, addAll, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object
equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder
findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite.Builder
mergeFrom

- Method Detail
  - getDescriptor
```
public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
```
  - internalGetFieldAccessorTable
```
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
```
    Specified by:
    
    internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - clear
```
public WeightedFeature.Builder clear()
```
    Specified by:
    
    clear in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    clear in interface com.google.protobuf.MessageLite.Builder
    
    Overrides:
    
    clear in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - getDescriptorForType
```
public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
```
    Specified by:
    
    getDescriptorForType in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
    
    Overrides:
    
    getDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - getDefaultInstanceForType
```
public WeightedFeature getDefaultInstanceForType()
```
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
    
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder
  - build
```
public WeightedFeature build()
```
    Specified by:
    
    build in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    build in interface com.google.protobuf.MessageLite.Builder
  - buildPartial
```
public WeightedFeature buildPartial()
```
    Specified by:
    
    buildPartial in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    buildPartial in interface com.google.protobuf.MessageLite.Builder
  - clone
```
public WeightedFeature.Builder clone()
```
    Specified by:
    
    clone in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    clone in interface com.google.protobuf.MessageLite.Builder
    
    Overrides:
    
    clone in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - setField
```
public WeightedFeature.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                        Object value)
```
    Specified by:
    
    setField in interface com.google.protobuf.Message.Builder
    
    Overrides:
    
    setField in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - clearField
```
public WeightedFeature.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
```
    Specified by:
    
    clearField in interface com.google.protobuf.Message.Builder
    
    Overrides:
    
    clearField in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - clearOneof
```
public WeightedFeature.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
```
    Specified by:
    
    clearOneof in interface com.google.protobuf.Message.Builder
    
    Overrides:
    
    clearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - setRepeatedField
```
public WeightedFeature.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                int index,
                                                Object value)
```
    Specified by:
    
    setRepeatedField in interface com.google.protobuf.Message.Builder
    
    Overrides:
    
    setRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - addRepeatedField
```
public WeightedFeature.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field,
                                                Object value)
```
    Specified by:
    
    addRepeatedField in interface com.google.protobuf.Message.Builder
    
    Overrides:
    
    addRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - mergeFrom
```
public WeightedFeature.Builder mergeFrom(com.google.protobuf.Message other)
```
    Specified by:
    
    mergeFrom in interface com.google.protobuf.Message.Builder
    
    Overrides:
    
    mergeFrom in class com.google.protobuf.AbstractMessage.Builder<WeightedFeature.Builder>
  - mergeFrom
```
public WeightedFeature.Builder mergeFrom(WeightedFeature other)
```
  - isInitialized
```
public final boolean isInitialized()
```
    Specified by:
    
    isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
    
    Overrides:
    
    isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - mergeFrom
```
public WeightedFeature.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                         com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws IOException
```
    Specified by:
    
    mergeFrom in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    mergeFrom in interface com.google.protobuf.MessageLite.Builder
    
    Overrides:
    
    mergeFrom in class com.google.protobuf.AbstractMessage.Builder<WeightedFeature.Builder>
    
    Throws:
    
    IOException
  - hasName
```
public boolean hasName()
```
```
 Name for the weighted feature. This should not clash with other features in
 the same schema.
 
```
    optional string name = 1;
    Specified by:
    
    hasName in interface WeightedFeatureOrBuilder
    
    Returns:
    
    Whether the name field is set.
  - getName
```
public String getName()
```
```
 Name for the weighted feature. This should not clash with other features in
 the same schema.
 
```
    optional string name = 1;
    Specified by:
    
    getName in interface WeightedFeatureOrBuilder
    
    Returns:
    
    The name.
  - getNameBytes
```
public com.google.protobuf.ByteString getNameBytes()
```
```
 Name for the weighted feature. This should not clash with other features in
 the same schema.
 
```
    optional string name = 1;
    Specified by:
    
    getNameBytes in interface WeightedFeatureOrBuilder
    
    Returns:
    
    The bytes for name.
  - setName
```
public WeightedFeature.Builder setName(String value)
```
```
 Name for the weighted feature. This should not clash with other features in
 the same schema.
 
```
    optional string name = 1;
    Parameters:
    
    value - The name to set.
    
    Returns:
    
    This builder for chaining.
  - clearName
```
public WeightedFeature.Builder clearName()
```
```
 Name for the weighted feature. This should not clash with other features in
 the same schema.
 
```
    optional string name = 1;
    Returns:
    
    This builder for chaining.
  - setNameBytes
```
public WeightedFeature.Builder setNameBytes(com.google.protobuf.ByteString value)
```
```
 Name for the weighted feature. This should not clash with other features in
 the same schema.
 
```
    optional string name = 1;
    Parameters:
    
    value - The bytes for name to set.
    
    Returns:
    
    This builder for chaining.
  - hasFeature
```
public boolean hasFeature()
```
```
 Path of a base feature to be weighted. Required.
 
```
    optional .tensorflow.metadata.v0.Path feature = 2;
    Specified by:
    
    hasFeature in interface WeightedFeatureOrBuilder
    
    Returns:
    
    Whether the feature field is set.
  - getFeature
```
public Path getFeature()
```
```
 Path of a base feature to be weighted. Required.
 
```
    optional .tensorflow.metadata.v0.Path feature = 2;
    Specified by:
    
    getFeature in interface WeightedFeatureOrBuilder
    
    Returns:
    
    The feature.
  - setFeature
```
public WeightedFeature.Builder setFeature(Path value)
```
```
 Path of a base feature to be weighted. Required.
 
```
    optional .tensorflow.metadata.v0.Path feature = 2;
  - setFeature
```
public WeightedFeature.Builder setFeature(Path.Builder builderForValue)
```
```
 Path of a base feature to be weighted. Required.
 
```
    optional .tensorflow.metadata.v0.Path feature = 2;
  - mergeFeature
```
public WeightedFeature.Builder mergeFeature(Path value)
```
```
 Path of a base feature to be weighted. Required.
 
```
    optional .tensorflow.metadata.v0.Path feature = 2;
  - clearFeature
```
public WeightedFeature.Builder clearFeature()
```
```
 Path of a base feature to be weighted. Required.
 
```
    optional .tensorflow.metadata.v0.Path feature = 2;
  - getFeatureBuilder
```
public Path.Builder getFeatureBuilder()
```
```
 Path of a base feature to be weighted. Required.
 
```
    optional .tensorflow.metadata.v0.Path feature = 2;
  - getFeatureOrBuilder
```
public PathOrBuilder getFeatureOrBuilder()
```
```
 Path of a base feature to be weighted. Required.
 
```
    optional .tensorflow.metadata.v0.Path feature = 2;
    Specified by:
    
    getFeatureOrBuilder in interface WeightedFeatureOrBuilder
  - hasWeightFeature
```
public boolean hasWeightFeature()
```
```
 Path of weight feature to associate with the base feature. Must be same
 shape as feature. Required.
 
```
    optional .tensorflow.metadata.v0.Path weight_feature = 3;
    Specified by:
    
    hasWeightFeature in interface WeightedFeatureOrBuilder
    
    Returns:
    
    Whether the weightFeature field is set.
  - getWeightFeature
```
public Path getWeightFeature()
```
```
 Path of weight feature to associate with the base feature. Must be same
 shape as feature. Required.
 
```
    optional .tensorflow.metadata.v0.Path weight_feature = 3;
    Specified by:
    
    getWeightFeature in interface WeightedFeatureOrBuilder
    
    Returns:
    
    The weightFeature.
  - setWeightFeature
```
public WeightedFeature.Builder setWeightFeature(Path value)
```
```
 Path of weight feature to associate with the base feature. Must be same
 shape as feature. Required.
 
```
    optional .tensorflow.metadata.v0.Path weight_feature = 3;
  - setWeightFeature
```
public WeightedFeature.Builder setWeightFeature(Path.Builder builderForValue)
```
```
 Path of weight feature to associate with the base feature. Must be same
 shape as feature. Required.
 
```
    optional .tensorflow.metadata.v0.Path weight_feature = 3;
  - mergeWeightFeature
```
public WeightedFeature.Builder mergeWeightFeature(Path value)
```
```
 Path of weight feature to associate with the base feature. Must be same
 shape as feature. Required.
 
```
    optional .tensorflow.metadata.v0.Path weight_feature = 3;
  - clearWeightFeature
```
public WeightedFeature.Builder clearWeightFeature()
```
```
 Path of weight feature to associate with the base feature. Must be same
 shape as feature. Required.
 
```
    optional .tensorflow.metadata.v0.Path weight_feature = 3;
  - getWeightFeatureBuilder
```
public Path.Builder getWeightFeatureBuilder()
```
```
 Path of weight feature to associate with the base feature. Must be same
 shape as feature. Required.
 
```
    optional .tensorflow.metadata.v0.Path weight_feature = 3;
  - getWeightFeatureOrBuilder
```
public PathOrBuilder getWeightFeatureOrBuilder()
```
```
 Path of weight feature to associate with the base feature. Must be same
 shape as feature. Required.
 
```
    optional .tensorflow.metadata.v0.Path weight_feature = 3;
    Specified by:
    
    getWeightFeatureOrBuilder in interface WeightedFeatureOrBuilder
  - hasLifecycleStage
```
public boolean hasLifecycleStage()
```
```
 The lifecycle_stage determines where a feature is expected to be used,
 and therefore how important issues with it are.
 
```
    optional .tensorflow.metadata.v0.LifecycleStage lifecycle_stage = 4;
    Specified by:
    
    hasLifecycleStage in interface WeightedFeatureOrBuilder
    
    Returns:
    
    Whether the lifecycleStage field is set.
  - getLifecycleStage
```
public LifecycleStage getLifecycleStage()
```
```
 The lifecycle_stage determines where a feature is expected to be used,
 and therefore how important issues with it are.
 
```
    optional .tensorflow.metadata.v0.LifecycleStage lifecycle_stage = 4;
    Specified by:
    
    getLifecycleStage in interface WeightedFeatureOrBuilder
    
    Returns:
    
    The lifecycleStage.
  - setLifecycleStage
```
public WeightedFeature.Builder setLifecycleStage(LifecycleStage value)
```
```
 The lifecycle_stage determines where a feature is expected to be used,
 and therefore how important issues with it are.
 
```
    optional .tensorflow.metadata.v0.LifecycleStage lifecycle_stage = 4;
    Parameters:
    
    value - The lifecycleStage to set.
    
    Returns:
    
    This builder for chaining.
  - clearLifecycleStage
```
public WeightedFeature.Builder clearLifecycleStage()
```
```
 The lifecycle_stage determines where a feature is expected to be used,
 and therefore how important issues with it are.
 
```
    optional .tensorflow.metadata.v0.LifecycleStage lifecycle_stage = 4;
    Returns:
    
    This builder for chaining.
  - setUnknownFields
```
public final WeightedFeature.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
```
    Specified by:
    
    setUnknownFields in interface com.google.protobuf.Message.Builder
    
    Overrides:
    
    setUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>
  - mergeUnknownFields
```
public final WeightedFeature.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
```
    Specified by:
    
    mergeUnknownFields in interface com.google.protobuf.Message.Builder
    
    Overrides:
    
    mergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<WeightedFeature.Builder>

Class WeightedFeature.Builder

Method Summary

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

Methods inherited from class java.lang.Object

Methods inherited from interface com.google.protobuf.MessageOrBuilder

Methods inherited from interface com.google.protobuf.MessageLite.Builder

Method Detail

getDescriptor

internalGetFieldAccessorTable

clear

getDescriptorForType

getDefaultInstanceForType

build

buildPartial

clone

setField

clearField

clearOneof

setRepeatedField

addRepeatedField

mergeFrom

mergeFrom

isInitialized

mergeFrom

hasName

getName

getNameBytes

setName

clearName

setNameBytes

hasFeature

getFeature

setFeature

setFeature

mergeFeature

clearFeature

getFeatureBuilder

getFeatureOrBuilder

hasWeightFeature

getWeightFeature

setWeightFeature

setWeightFeature

mergeWeightFeature

clearWeightFeature

getWeightFeatureBuilder

getWeightFeatureOrBuilder

hasLifecycleStage

getLifecycleStage

setLifecycleStage

clearLifecycleStage

setUnknownFields

mergeUnknownFields