TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
    - - org.tensorflow.metadata.v0.TensorRepresentation.SparseTensor.Builder

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

Enclosing class:: TensorRepresentation.SparseTensor

public static final class TensorRepresentation.SparseTensor.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.SparseTensor.Builder>
implements TensorRepresentation.SparseTensorOrBuilder

 A tf.SparseTensor whose indices and values come from separate data columns.
 This will replace Schema.sparse_feature eventually.
 The index columns must be of INT type, and all the columns must co-occur
 and have the same valency at the same row.

Protobuf type tensorflow.metadata.v0.TensorRepresentation.SparseTensor

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`TensorRepresentation.SparseTensor.Builder`	`addAllIndexColumnNames(Iterable<String> values)` The columns constitute the coordinates of the values.
`TensorRepresentation.SparseTensor.Builder`	`addIndexColumnNames(String value)` The columns constitute the coordinates of the values.
`TensorRepresentation.SparseTensor.Builder`	`addIndexColumnNamesBytes(com.google.protobuf.ByteString value)` The columns constitute the coordinates of the values.
`TensorRepresentation.SparseTensor.Builder`	`addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)`
`TensorRepresentation.SparseTensor`	`build()`
`TensorRepresentation.SparseTensor`	`buildPartial()`
`TensorRepresentation.SparseTensor.Builder`	`clear()`
`TensorRepresentation.SparseTensor.Builder`	`clearDenseShape()` The dense shape of the resulting SparseTensor (does not include the batch dimension).
`TensorRepresentation.SparseTensor.Builder`	`clearField(com.google.protobuf.Descriptors.FieldDescriptor field)`
`TensorRepresentation.SparseTensor.Builder`	`clearIndexColumnNames()` The columns constitute the coordinates of the values.
`TensorRepresentation.SparseTensor.Builder`	`clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)`
`TensorRepresentation.SparseTensor.Builder`	`clearValueColumnName()` The column that contains the values.
`TensorRepresentation.SparseTensor.Builder`	`clone()`
`TensorRepresentation.SparseTensor`	`getDefaultInstanceForType()`
`FixedShape`	`getDenseShape()` The dense shape of the resulting SparseTensor (does not include the batch dimension).
`FixedShape.Builder`	`getDenseShapeBuilder()` The dense shape of the resulting SparseTensor (does not include the batch dimension).
`FixedShapeOrBuilder`	`getDenseShapeOrBuilder()` The dense shape of the resulting SparseTensor (does not include the batch dimension).
`static com.google.protobuf.Descriptors.Descriptor`	`getDescriptor()`
`com.google.protobuf.Descriptors.Descriptor`	`getDescriptorForType()`
`String`	`getIndexColumnNames(int index)` The columns constitute the coordinates of the values.
`com.google.protobuf.ByteString`	`getIndexColumnNamesBytes(int index)` The columns constitute the coordinates of the values.
`int`	`getIndexColumnNamesCount()` The columns constitute the coordinates of the values.
`com.google.protobuf.ProtocolStringList`	`getIndexColumnNamesList()` The columns constitute the coordinates of the values.
`String`	`getValueColumnName()` The column that contains the values.
`com.google.protobuf.ByteString`	`getValueColumnNameBytes()` The column that contains the values.
`boolean`	`hasDenseShape()` The dense shape of the resulting SparseTensor (does not include the batch dimension).
`boolean`	`hasValueColumnName()` The column that contains the values.
`protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable`	`internalGetFieldAccessorTable()`
`boolean`	`isInitialized()`
`TensorRepresentation.SparseTensor.Builder`	`mergeDenseShape(FixedShape value)` The dense shape of the resulting SparseTensor (does not include the batch dimension).
`TensorRepresentation.SparseTensor.Builder`	`mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`TensorRepresentation.SparseTensor.Builder`	`mergeFrom(com.google.protobuf.Message other)`
`TensorRepresentation.SparseTensor.Builder`	`mergeFrom(TensorRepresentation.SparseTensor other)`
`TensorRepresentation.SparseTensor.Builder`	`mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)`
`TensorRepresentation.SparseTensor.Builder`	`setDenseShape(FixedShape.Builder builderForValue)` The dense shape of the resulting SparseTensor (does not include the batch dimension).
`TensorRepresentation.SparseTensor.Builder`	`setDenseShape(FixedShape value)` The dense shape of the resulting SparseTensor (does not include the batch dimension).
`TensorRepresentation.SparseTensor.Builder`	`setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)`
`TensorRepresentation.SparseTensor.Builder`	`setIndexColumnNames(int index, String value)` The columns constitute the coordinates of the values.
`TensorRepresentation.SparseTensor.Builder`	`setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)`
`TensorRepresentation.SparseTensor.Builder`	`setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)`
`TensorRepresentation.SparseTensor.Builder`	`setValueColumnName(String value)` The column that contains the values.
`TensorRepresentation.SparseTensor.Builder`	`setValueColumnNameBytes(com.google.protobuf.ByteString value)` The column that contains the values.

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<TensorRepresentation.SparseTensor.Builder>
  - clear
```
public TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
  - getDefaultInstanceForType
```
public TensorRepresentation.SparseTensor getDefaultInstanceForType()
```
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
    
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder
  - build
```
public TensorRepresentation.SparseTensor build()
```
    Specified by:
    
    build in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    build in interface com.google.protobuf.MessageLite.Builder
  - buildPartial
```
public TensorRepresentation.SparseTensor buildPartial()
```
    Specified by:
    
    buildPartial in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    buildPartial in interface com.google.protobuf.MessageLite.Builder
  - clone
```
public TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
  - setField
```
public TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
  - clearField
```
public TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
  - clearOneof
```
public TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
  - setRepeatedField
```
public TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
  - addRepeatedField
```
public TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
  - mergeFrom
```
public TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
  - mergeFrom
```
public TensorRepresentation.SparseTensor.Builder mergeFrom(TensorRepresentation.SparseTensor other)
```
  - isInitialized
```
public final boolean isInitialized()
```
    Specified by:
    
    isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
    
    Overrides:
    
    isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentation.SparseTensor.Builder>
  - mergeFrom
```
public TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
    
    Throws:
    
    IOException
  - hasDenseShape
```
public boolean hasDenseShape()
```
```
 The dense shape of the resulting SparseTensor (does not include the batch
 dimension).
 
```
    optional .tensorflow.metadata.v0.FixedShape dense_shape = 1;
    Specified by:
    
    hasDenseShape in interface TensorRepresentation.SparseTensorOrBuilder
    
    Returns:
    
    Whether the denseShape field is set.
  - getDenseShape
```
public FixedShape getDenseShape()
```
```
 The dense shape of the resulting SparseTensor (does not include the batch
 dimension).
 
```
    optional .tensorflow.metadata.v0.FixedShape dense_shape = 1;
    Specified by:
    
    getDenseShape in interface TensorRepresentation.SparseTensorOrBuilder
    
    Returns:
    
    The denseShape.
  - setDenseShape
```
public TensorRepresentation.SparseTensor.Builder setDenseShape(FixedShape value)
```
```
 The dense shape of the resulting SparseTensor (does not include the batch
 dimension).
 
```
    optional .tensorflow.metadata.v0.FixedShape dense_shape = 1;
  - setDenseShape
```
public TensorRepresentation.SparseTensor.Builder setDenseShape(FixedShape.Builder builderForValue)
```
```
 The dense shape of the resulting SparseTensor (does not include the batch
 dimension).
 
```
    optional .tensorflow.metadata.v0.FixedShape dense_shape = 1;
  - mergeDenseShape
```
public TensorRepresentation.SparseTensor.Builder mergeDenseShape(FixedShape value)
```
```
 The dense shape of the resulting SparseTensor (does not include the batch
 dimension).
 
```
    optional .tensorflow.metadata.v0.FixedShape dense_shape = 1;
  - clearDenseShape
```
public TensorRepresentation.SparseTensor.Builder clearDenseShape()
```
```
 The dense shape of the resulting SparseTensor (does not include the batch
 dimension).
 
```
    optional .tensorflow.metadata.v0.FixedShape dense_shape = 1;
  - getDenseShapeBuilder
```
public FixedShape.Builder getDenseShapeBuilder()
```
```
 The dense shape of the resulting SparseTensor (does not include the batch
 dimension).
 
```
    optional .tensorflow.metadata.v0.FixedShape dense_shape = 1;
  - getDenseShapeOrBuilder
```
public FixedShapeOrBuilder getDenseShapeOrBuilder()
```
```
 The dense shape of the resulting SparseTensor (does not include the batch
 dimension).
 
```
    optional .tensorflow.metadata.v0.FixedShape dense_shape = 1;
    Specified by:
    
    getDenseShapeOrBuilder in interface TensorRepresentation.SparseTensorOrBuilder
  - getIndexColumnNamesList
```
public com.google.protobuf.ProtocolStringList getIndexColumnNamesList()
```
```
 The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
 
```
    repeated string index_column_names = 2;
    Specified by:
    
    getIndexColumnNamesList in interface TensorRepresentation.SparseTensorOrBuilder
    
    Returns:
    
    A list containing the indexColumnNames.
  - getIndexColumnNamesCount
```
public int getIndexColumnNamesCount()
```
```
 The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
 
```
    repeated string index_column_names = 2;
    Specified by:
    
    getIndexColumnNamesCount in interface TensorRepresentation.SparseTensorOrBuilder
    
    Returns:
    
    The count of indexColumnNames.
  - getIndexColumnNames
```
public String getIndexColumnNames(int index)
```
```
 The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
 
```
    repeated string index_column_names = 2;
    Specified by:
    
    getIndexColumnNames in interface TensorRepresentation.SparseTensorOrBuilder
    
    Parameters:
    
    index - The index of the element to return.
    
    Returns:
    
    The indexColumnNames at the given index.
  - getIndexColumnNamesBytes
```
public com.google.protobuf.ByteString getIndexColumnNamesBytes(int index)
```
```
 The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
 
```
    repeated string index_column_names = 2;
    Specified by:
    
    getIndexColumnNamesBytes in interface TensorRepresentation.SparseTensorOrBuilder
    
    Parameters:
    
    index - The index of the value to return.
    
    Returns:
    
    The bytes of the indexColumnNames at the given index.
  - setIndexColumnNames
```
public TensorRepresentation.SparseTensor.Builder setIndexColumnNames(int index,
                                                                     String value)
```
```
 The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
 
```
    repeated string index_column_names = 2;
    Parameters:
    
    index - The index to set the value at.
    
    value - The indexColumnNames to set.
    
    Returns:
    
    This builder for chaining.
  - addIndexColumnNames
```
public TensorRepresentation.SparseTensor.Builder addIndexColumnNames(String value)
```
```
 The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
 
```
    repeated string index_column_names = 2;
    Parameters:
    
    value - The indexColumnNames to add.
    
    Returns:
    
    This builder for chaining.
  - addAllIndexColumnNames
```
public TensorRepresentation.SparseTensor.Builder addAllIndexColumnNames(Iterable<String> values)
```
```
 The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
 
```
    repeated string index_column_names = 2;
    Parameters:
    
    values - The indexColumnNames to add.
    
    Returns:
    
    This builder for chaining.
  - clearIndexColumnNames
```
public TensorRepresentation.SparseTensor.Builder clearIndexColumnNames()
```
```
 The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
 
```
    repeated string index_column_names = 2;
    Returns:
    
    This builder for chaining.
  - addIndexColumnNamesBytes
```
public TensorRepresentation.SparseTensor.Builder addIndexColumnNamesBytes(com.google.protobuf.ByteString value)
```
```
 The columns constitute the coordinates of the values.
 indices_column[i][j] contains the coordinate of the i-th dimension of the
 j-th value.
 
```
    repeated string index_column_names = 2;
    Parameters:
    
    value - The bytes of the indexColumnNames to add.
    
    Returns:
    
    This builder for chaining.
  - hasValueColumnName
```
public boolean hasValueColumnName()
```
```
 The column that contains the values.
 
```
    optional string value_column_name = 3;
    Specified by:
    
    hasValueColumnName in interface TensorRepresentation.SparseTensorOrBuilder
    
    Returns:
    
    Whether the valueColumnName field is set.
  - getValueColumnName
```
public String getValueColumnName()
```
```
 The column that contains the values.
 
```
    optional string value_column_name = 3;
    Specified by:
    
    getValueColumnName in interface TensorRepresentation.SparseTensorOrBuilder
    
    Returns:
    
    The valueColumnName.
  - getValueColumnNameBytes
```
public com.google.protobuf.ByteString getValueColumnNameBytes()
```
```
 The column that contains the values.
 
```
    optional string value_column_name = 3;
    Specified by:
    
    getValueColumnNameBytes in interface TensorRepresentation.SparseTensorOrBuilder
    
    Returns:
    
    The bytes for valueColumnName.
  - setValueColumnName
```
public TensorRepresentation.SparseTensor.Builder setValueColumnName(String value)
```
```
 The column that contains the values.
 
```
    optional string value_column_name = 3;
    Parameters:
    
    value - The valueColumnName to set.
    
    Returns:
    
    This builder for chaining.
  - clearValueColumnName
```
public TensorRepresentation.SparseTensor.Builder clearValueColumnName()
```
```
 The column that contains the values.
 
```
    optional string value_column_name = 3;
    Returns:
    
    This builder for chaining.
  - setValueColumnNameBytes
```
public TensorRepresentation.SparseTensor.Builder setValueColumnNameBytes(com.google.protobuf.ByteString value)
```
```
 The column that contains the values.
 
```
    optional string value_column_name = 3;
    Parameters:
    
    value - The bytes for valueColumnName to set.
    
    Returns:
    
    This builder for chaining.
  - setUnknownFields
```
public final TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>
  - mergeUnknownFields
```
public final TensorRepresentation.SparseTensor.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<TensorRepresentation.SparseTensor.Builder>

Class TensorRepresentation.SparseTensor.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

hasDenseShape

getDenseShape

setDenseShape

setDenseShape

mergeDenseShape

clearDenseShape

getDenseShapeBuilder

getDenseShapeOrBuilder

getIndexColumnNamesList

getIndexColumnNamesCount

getIndexColumnNames

getIndexColumnNamesBytes

setIndexColumnNames

addIndexColumnNames

addAllIndexColumnNames

clearIndexColumnNames

addIndexColumnNamesBytes

hasValueColumnName

getValueColumnName

getValueColumnNameBytes

setValueColumnName

clearValueColumnName

setValueColumnNameBytes

setUnknownFields

mergeUnknownFields