org.tensorflow.metadata.v0

Class SparseFeature.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderType>

com.google.protobuf.GeneratedMessageV3.Builder<SparseFeature.Builder>

org.tensorflow.metadata.v0.SparseFeature.Builder

All Implemented Interfaces:

com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable, SparseFeatureOrBuilder

Enclosing class:

SparseFeature

public static final class SparseFeature.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<SparseFeature.Builder>
implements SparseFeatureOrBuilder

 A sparse feature represents a sparse tensor that is encoded with a
 combination of raw features, namely index features and a value feature. Each
 index feature defines a list of indices in a different dimension.
 

Protobuf type tensorflow.metadata.v0.SparseFeature

Method Summary

Modifier and Type	Method and Description
SparseFeature.Builder	addAllIndexFeature(Iterable<? extends SparseFeature.IndexFeature> values) Features that represent indexes.
SparseFeature.Builder	addIndexFeature(int index, SparseFeature.IndexFeature.Builder builderForValue) Features that represent indexes.
SparseFeature.Builder	addIndexFeature(int index, SparseFeature.IndexFeature value) Features that represent indexes.
SparseFeature.Builder	addIndexFeature(SparseFeature.IndexFeature.Builder builderForValue) Features that represent indexes.
SparseFeature.Builder	addIndexFeature(SparseFeature.IndexFeature value) Features that represent indexes.
SparseFeature.IndexFeature.Builder	addIndexFeatureBuilder() Features that represent indexes.
SparseFeature.IndexFeature.Builder	addIndexFeatureBuilder(int index) Features that represent indexes.
SparseFeature.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
SparseFeature	build()
SparseFeature	buildPartial()
SparseFeature.Builder	clear()
SparseFeature.Builder	clearDenseShape() Shape of the sparse tensor that this SparseFeature represents.
SparseFeature.Builder	clearDeprecated() Deprecated.
SparseFeature.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
SparseFeature.Builder	clearIndexFeature() Features that represent indexes.
SparseFeature.Builder	clearIsSorted() If true then the index values are already sorted lexicographically.
SparseFeature.Builder	clearLifecycleStage() The lifecycle_stage determines where a feature is expected to be used, and therefore how important issues with it are.
SparseFeature.Builder	clearName() Name for the sparse feature.
SparseFeature.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
SparseFeature.Builder	clearPresence() Deprecated.
SparseFeature.Builder	clearType() Deprecated.
SparseFeature.Builder	clearValueFeature() required
SparseFeature.Builder	clone()
SparseFeature	getDefaultInstanceForType()
FixedShape	getDenseShape() Shape of the sparse tensor that this SparseFeature represents.
FixedShape.Builder	getDenseShapeBuilder() Shape of the sparse tensor that this SparseFeature represents.
FixedShapeOrBuilder	getDenseShapeOrBuilder() Shape of the sparse tensor that this SparseFeature represents.
boolean	getDeprecated() Deprecated.
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
SparseFeature.IndexFeature	getIndexFeature(int index) Features that represent indexes.
SparseFeature.IndexFeature.Builder	getIndexFeatureBuilder(int index) Features that represent indexes.
List<SparseFeature.IndexFeature.Builder>	getIndexFeatureBuilderList() Features that represent indexes.
int	getIndexFeatureCount() Features that represent indexes.
List<SparseFeature.IndexFeature>	getIndexFeatureList() Features that represent indexes.
SparseFeature.IndexFeatureOrBuilder	getIndexFeatureOrBuilder(int index) Features that represent indexes.
List<? extends SparseFeature.IndexFeatureOrBuilder>	getIndexFeatureOrBuilderList() Features that represent indexes.
boolean	getIsSorted() If true then the index values are already sorted lexicographically.
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 sparse feature.
com.google.protobuf.ByteString	getNameBytes() Name for the sparse feature.
FeaturePresence	getPresence() Deprecated.
FeaturePresence.Builder	getPresenceBuilder() Deprecated.
FeaturePresenceOrBuilder	getPresenceOrBuilder() Deprecated.
FeatureType	getType() Deprecated.
SparseFeature.ValueFeature	getValueFeature() required
SparseFeature.ValueFeature.Builder	getValueFeatureBuilder() required
SparseFeature.ValueFeatureOrBuilder	getValueFeatureOrBuilder() required
boolean	hasDenseShape() Shape of the sparse tensor that this SparseFeature represents.
boolean	hasDeprecated() Deprecated.
boolean	hasIsSorted() If true then the index values are already sorted lexicographically.
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 sparse feature.
boolean	hasPresence() Deprecated.
boolean	hasType() Deprecated.
boolean	hasValueFeature() required
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
SparseFeature.Builder	mergeDenseShape(FixedShape value) Shape of the sparse tensor that this SparseFeature represents.
SparseFeature.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
SparseFeature.Builder	mergeFrom(com.google.protobuf.Message other)
SparseFeature.Builder	mergeFrom(SparseFeature other)
SparseFeature.Builder	mergePresence(FeaturePresence value) Deprecated.
SparseFeature.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
SparseFeature.Builder	mergeValueFeature(SparseFeature.ValueFeature value) required
SparseFeature.Builder	removeIndexFeature(int index) Features that represent indexes.
SparseFeature.Builder	setDenseShape(FixedShape.Builder builderForValue) Shape of the sparse tensor that this SparseFeature represents.
SparseFeature.Builder	setDenseShape(FixedShape value) Shape of the sparse tensor that this SparseFeature represents.
SparseFeature.Builder	setDeprecated(boolean value) Deprecated.
SparseFeature.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
SparseFeature.Builder	setIndexFeature(int index, SparseFeature.IndexFeature.Builder builderForValue) Features that represent indexes.
SparseFeature.Builder	setIndexFeature(int index, SparseFeature.IndexFeature value) Features that represent indexes.
SparseFeature.Builder	setIsSorted(boolean value) If true then the index values are already sorted lexicographically.
SparseFeature.Builder	setLifecycleStage(LifecycleStage value) The lifecycle_stage determines where a feature is expected to be used, and therefore how important issues with it are.
SparseFeature.Builder	setName(String value) Name for the sparse feature.
SparseFeature.Builder	setNameBytes(com.google.protobuf.ByteString value) Name for the sparse feature.
SparseFeature.Builder	setPresence(FeaturePresence.Builder builderForValue) Deprecated.
SparseFeature.Builder	setPresence(FeaturePresence value) Deprecated.
SparseFeature.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
SparseFeature.Builder	setType(FeatureType value) Deprecated.
SparseFeature.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
SparseFeature.Builder	setValueFeature(SparseFeature.ValueFeature.Builder builderForValue) required
SparseFeature.Builder	setValueFeature(SparseFeature.ValueFeature value) required

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<SparseFeature.Builder>

clear

public SparseFeature.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<SparseFeature.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<SparseFeature.Builder>

getDefaultInstanceForType

public SparseFeature getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public SparseFeature build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public SparseFeature buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

clone

public SparseFeature.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<SparseFeature.Builder>

setField

public SparseFeature.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<SparseFeature.Builder>

clearField

public SparseFeature.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<SparseFeature.Builder>

clearOneof

public SparseFeature.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<SparseFeature.Builder>

setRepeatedField

public SparseFeature.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<SparseFeature.Builder>

addRepeatedField

public SparseFeature.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<SparseFeature.Builder>

mergeFrom

public SparseFeature.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<SparseFeature.Builder>

mergeFrom

public SparseFeature.Builder mergeFrom(SparseFeature other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<SparseFeature.Builder>

mergeFrom

public SparseFeature.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<SparseFeature.Builder>

Throws:

IOException

hasName

public boolean hasName()

 Name for the sparse feature. This should not clash with other features in
 the same schema.
 

optional string name = 1;

Specified by:

hasName in interface SparseFeatureOrBuilder

Returns:

Whether the name field is set.

getName

public String getName()

 Name for the sparse feature. This should not clash with other features in
 the same schema.
 

optional string name = 1;

Specified by:

getName in interface SparseFeatureOrBuilder

Returns:

The name.

getNameBytes

public com.google.protobuf.ByteString getNameBytes()

 Name for the sparse feature. This should not clash with other features in
 the same schema.
 

optional string name = 1;

Specified by:

getNameBytes in interface SparseFeatureOrBuilder

Returns:

The bytes for name.

setName

public SparseFeature.Builder setName(String value)

 Name for the sparse 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 SparseFeature.Builder clearName()

 Name for the sparse feature. This should not clash with other features in
 the same schema.
 

optional string name = 1;

Returns:

This builder for chaining.

setNameBytes

public SparseFeature.Builder setNameBytes(com.google.protobuf.ByteString value)

 Name for the sparse 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.

hasDeprecated

@Deprecated
public boolean hasDeprecated()

Deprecated.

 This field is no longer supported. Instead, use:
 lifecycle_stage: DEPRECATED
 TODO(b/111450258): remove this.
 

optional bool deprecated = 2 [deprecated = true];

Specified by:

hasDeprecated in interface SparseFeatureOrBuilder

Returns:

Whether the deprecated field is set.

getDeprecated

@Deprecated
public boolean getDeprecated()

Deprecated.

 This field is no longer supported. Instead, use:
 lifecycle_stage: DEPRECATED
 TODO(b/111450258): remove this.
 

optional bool deprecated = 2 [deprecated = true];

Specified by:

getDeprecated in interface SparseFeatureOrBuilder

Returns:

The deprecated.

setDeprecated

@Deprecated
public SparseFeature.Builder setDeprecated(boolean value)

Deprecated.

 This field is no longer supported. Instead, use:
 lifecycle_stage: DEPRECATED
 TODO(b/111450258): remove this.
 

optional bool deprecated = 2 [deprecated = true];

Parameters:

value - The deprecated to set.

Returns:

This builder for chaining.

clearDeprecated

@Deprecated
public SparseFeature.Builder clearDeprecated()

Deprecated.

 This field is no longer supported. Instead, use:
 lifecycle_stage: DEPRECATED
 TODO(b/111450258): remove this.
 

optional bool deprecated = 2 [deprecated = true];

Returns:

This builder for chaining.

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 = 7;

Specified by:

hasLifecycleStage in interface SparseFeatureOrBuilder

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 = 7;

Specified by:

getLifecycleStage in interface SparseFeatureOrBuilder

Returns:

The lifecycleStage.

setLifecycleStage

public SparseFeature.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 = 7;

Parameters:

value - The lifecycleStage to set.

Returns:

This builder for chaining.

clearLifecycleStage

public SparseFeature.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 = 7;

Returns:

This builder for chaining.

hasPresence

@Deprecated
public boolean hasPresence()

Deprecated.

 Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];

Specified by:

hasPresence in interface SparseFeatureOrBuilder

Returns:

Whether the presence field is set.

getPresence

@Deprecated
public FeaturePresence getPresence()

Deprecated.

 Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];

Specified by:

getPresence in interface SparseFeatureOrBuilder

Returns:

The presence.

setPresence

@Deprecated
public SparseFeature.Builder setPresence(FeaturePresence value)

Deprecated.

 Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];

setPresence

@Deprecated
public SparseFeature.Builder setPresence(FeaturePresence.Builder builderForValue)

Deprecated.

 Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];

mergePresence

@Deprecated
public SparseFeature.Builder mergePresence(FeaturePresence value)

Deprecated.

 Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];

clearPresence

@Deprecated
public SparseFeature.Builder clearPresence()

Deprecated.

 Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];

getPresenceBuilder

@Deprecated
public FeaturePresence.Builder getPresenceBuilder()

Deprecated.

 Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];

getPresenceOrBuilder

@Deprecated
public FeaturePresenceOrBuilder getPresenceOrBuilder()

Deprecated.

 Constraints on the presence of this feature in examples.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeaturePresence presence = 4 [deprecated = true];

Specified by:

getPresenceOrBuilder in interface SparseFeatureOrBuilder

hasDenseShape

public boolean hasDenseShape()

 Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
 

optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;

Specified by:

hasDenseShape in interface SparseFeatureOrBuilder

Returns:

Whether the denseShape field is set.

getDenseShape

public FixedShape getDenseShape()

 Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
 

optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;

Specified by:

getDenseShape in interface SparseFeatureOrBuilder

Returns:

The denseShape.

setDenseShape

public SparseFeature.Builder setDenseShape(FixedShape value)

 Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
 

optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;

setDenseShape

public SparseFeature.Builder setDenseShape(FixedShape.Builder builderForValue)

 Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
 

optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;

mergeDenseShape

public SparseFeature.Builder mergeDenseShape(FixedShape value)

 Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
 

optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;

clearDenseShape

public SparseFeature.Builder clearDenseShape()

 Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
 

optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;

getDenseShapeBuilder

public FixedShape.Builder getDenseShapeBuilder()

 Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
 

optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;

getDenseShapeOrBuilder

public FixedShapeOrBuilder getDenseShapeOrBuilder()

 Shape of the sparse tensor that this SparseFeature represents.
 Currently not supported.
 TODO(b/109669962): Consider deriving this from the referred features.
 

optional .tensorflow.metadata.v0.FixedShape dense_shape = 5;

Specified by:

getDenseShapeOrBuilder in interface SparseFeatureOrBuilder

getIndexFeatureList

public List<SparseFeature.IndexFeature> getIndexFeatureList()

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

Specified by:

getIndexFeatureList in interface SparseFeatureOrBuilder

getIndexFeatureCount

public int getIndexFeatureCount()

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

Specified by:

getIndexFeatureCount in interface SparseFeatureOrBuilder

getIndexFeature

public SparseFeature.IndexFeature getIndexFeature(int index)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

Specified by:

getIndexFeature in interface SparseFeatureOrBuilder

setIndexFeature

public SparseFeature.Builder setIndexFeature(int index,
                                             SparseFeature.IndexFeature value)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

setIndexFeature

public SparseFeature.Builder setIndexFeature(int index,
                                             SparseFeature.IndexFeature.Builder builderForValue)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

addIndexFeature

public SparseFeature.Builder addIndexFeature(SparseFeature.IndexFeature value)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

addIndexFeature

public SparseFeature.Builder addIndexFeature(int index,
                                             SparseFeature.IndexFeature value)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

addIndexFeature

public SparseFeature.Builder addIndexFeature(SparseFeature.IndexFeature.Builder builderForValue)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

addIndexFeature

public SparseFeature.Builder addIndexFeature(int index,
                                             SparseFeature.IndexFeature.Builder builderForValue)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

addAllIndexFeature

public SparseFeature.Builder addAllIndexFeature(Iterable<? extends SparseFeature.IndexFeature> values)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

clearIndexFeature

public SparseFeature.Builder clearIndexFeature()

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

removeIndexFeature

public SparseFeature.Builder removeIndexFeature(int index)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

getIndexFeatureBuilder

public SparseFeature.IndexFeature.Builder getIndexFeatureBuilder(int index)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

getIndexFeatureOrBuilder

public SparseFeature.IndexFeatureOrBuilder getIndexFeatureOrBuilder(int index)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

Specified by:

getIndexFeatureOrBuilder in interface SparseFeatureOrBuilder

getIndexFeatureOrBuilderList

public List<? extends SparseFeature.IndexFeatureOrBuilder> getIndexFeatureOrBuilderList()

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

Specified by:

getIndexFeatureOrBuilderList in interface SparseFeatureOrBuilder

addIndexFeatureBuilder

public SparseFeature.IndexFeature.Builder addIndexFeatureBuilder()

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

addIndexFeatureBuilder

public SparseFeature.IndexFeature.Builder addIndexFeatureBuilder(int index)

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

getIndexFeatureBuilderList

public List<SparseFeature.IndexFeature.Builder> getIndexFeatureBuilderList()

 Features that represent indexes. Should be integers >= 0.
 

repeated .tensorflow.metadata.v0.SparseFeature.IndexFeature index_feature = 6;

hasIsSorted

public boolean hasIsSorted()

 If true then the index values are already sorted lexicographically.
 

optional bool is_sorted = 8;

Specified by:

hasIsSorted in interface SparseFeatureOrBuilder

Returns:

Whether the isSorted field is set.

getIsSorted

public boolean getIsSorted()

 If true then the index values are already sorted lexicographically.
 

optional bool is_sorted = 8;

Specified by:

getIsSorted in interface SparseFeatureOrBuilder

Returns:

The isSorted.

setIsSorted

public SparseFeature.Builder setIsSorted(boolean value)

 If true then the index values are already sorted lexicographically.
 

optional bool is_sorted = 8;

Parameters:

value - The isSorted to set.

Returns:

This builder for chaining.

clearIsSorted

public SparseFeature.Builder clearIsSorted()

 If true then the index values are already sorted lexicographically.
 

optional bool is_sorted = 8;

Returns:

This builder for chaining.

hasValueFeature

public boolean hasValueFeature()

 required
 

optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;

Specified by:

hasValueFeature in interface SparseFeatureOrBuilder

Returns:

Whether the valueFeature field is set.

getValueFeature

public SparseFeature.ValueFeature getValueFeature()

 required
 

optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;

Specified by:

getValueFeature in interface SparseFeatureOrBuilder

Returns:

The valueFeature.

setValueFeature

public SparseFeature.Builder setValueFeature(SparseFeature.ValueFeature value)

 required
 

optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;

setValueFeature

public SparseFeature.Builder setValueFeature(SparseFeature.ValueFeature.Builder builderForValue)

 required
 

optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;

mergeValueFeature

public SparseFeature.Builder mergeValueFeature(SparseFeature.ValueFeature value)

 required
 

optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;

clearValueFeature

public SparseFeature.Builder clearValueFeature()

 required
 

optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;

getValueFeatureBuilder

public SparseFeature.ValueFeature.Builder getValueFeatureBuilder()

 required
 

optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;

getValueFeatureOrBuilder

public SparseFeature.ValueFeatureOrBuilder getValueFeatureOrBuilder()

 required
 

optional .tensorflow.metadata.v0.SparseFeature.ValueFeature value_feature = 9;

Specified by:

getValueFeatureOrBuilder in interface SparseFeatureOrBuilder

hasType

@Deprecated
public boolean hasType()

Deprecated.

 Type of value feature.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeatureType type = 10 [deprecated = true];

Specified by:

hasType in interface SparseFeatureOrBuilder

Returns:

Whether the type field is set.

getType

@Deprecated
public FeatureType getType()

Deprecated.

 Type of value feature.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeatureType type = 10 [deprecated = true];

Specified by:

getType in interface SparseFeatureOrBuilder

Returns:

The type.

setType

@Deprecated
public SparseFeature.Builder setType(FeatureType value)

Deprecated.

 Type of value feature.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeatureType type = 10 [deprecated = true];

Parameters:

value - The type to set.

Returns:

This builder for chaining.

clearType

@Deprecated
public SparseFeature.Builder clearType()

Deprecated.

 Type of value feature.
 Deprecated, this is inferred by the referred features.
 

optional .tensorflow.metadata.v0.FeatureType type = 10 [deprecated = true];

Returns:

This builder for chaining.

setUnknownFields

public final SparseFeature.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<SparseFeature.Builder>

mergeUnknownFields

public final SparseFeature.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<SparseFeature.Builder>