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

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

Enclosing class:: TensorRepresentation

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

 A TensorRepresentation captures the intent for converting columns in a
 dataset to TensorFlow Tensors (or more generally, tf.CompositeTensors).
 Note that one tf.CompositeTensor may consist of data from multiple columns,
 for example, a N-dimensional tf.SparseTensor may need N + 1 columns to
 provide the sparse indices and values.
 Note that the "column name" that a TensorRepresentation needs is a
 string, not a Path -- it means that the column name identifies a top-level
 Feature in the schema (i.e. you cannot specify a Feature nested in a STRUCT
 Feature).

Protobuf type tensorflow.metadata.v0.TensorRepresentation

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`TensorRepresentation.Builder`	`addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)`
`TensorRepresentation`	`build()`
`TensorRepresentation`	`buildPartial()`
`TensorRepresentation.Builder`	`clear()`
`TensorRepresentation.Builder`	`clearDenseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;`
`TensorRepresentation.Builder`	`clearField(com.google.protobuf.Descriptors.FieldDescriptor field)`
`TensorRepresentation.Builder`	`clearKind()`
`TensorRepresentation.Builder`	`clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)`
`TensorRepresentation.Builder`	`clearSparseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`TensorRepresentation.Builder`	`clearVarlenSparseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;`
`TensorRepresentation.Builder`	`clone()`
`TensorRepresentation`	`getDefaultInstanceForType()`
`TensorRepresentation.DenseTensor`	`getDenseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;`
`TensorRepresentation.DenseTensor.Builder`	`getDenseTensorBuilder()` `optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;`
`TensorRepresentation.DenseTensorOrBuilder`	`getDenseTensorOrBuilder()` `optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;`
`static com.google.protobuf.Descriptors.Descriptor`	`getDescriptor()`
`com.google.protobuf.Descriptors.Descriptor`	`getDescriptorForType()`
`TensorRepresentation.KindCase`	`getKindCase()`
`TensorRepresentation.SparseTensor`	`getSparseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`TensorRepresentation.SparseTensor.Builder`	`getSparseTensorBuilder()` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`TensorRepresentation.SparseTensorOrBuilder`	`getSparseTensorOrBuilder()` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`TensorRepresentation.VarLenSparseTensor`	`getVarlenSparseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;`
`TensorRepresentation.VarLenSparseTensor.Builder`	`getVarlenSparseTensorBuilder()` `optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;`
`TensorRepresentation.VarLenSparseTensorOrBuilder`	`getVarlenSparseTensorOrBuilder()` `optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;`
`boolean`	`hasDenseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;`
`boolean`	`hasSparseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`boolean`	`hasVarlenSparseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;`
`protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable`	`internalGetFieldAccessorTable()`
`boolean`	`isInitialized()`
`TensorRepresentation.Builder`	`mergeDenseTensor(TensorRepresentation.DenseTensor value)` `optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;`
`TensorRepresentation.Builder`	`mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`TensorRepresentation.Builder`	`mergeFrom(com.google.protobuf.Message other)`
`TensorRepresentation.Builder`	`mergeFrom(TensorRepresentation other)`
`TensorRepresentation.Builder`	`mergeSparseTensor(TensorRepresentation.SparseTensor value)` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`TensorRepresentation.Builder`	`mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)`
`TensorRepresentation.Builder`	`mergeVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor value)` `optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;`
`TensorRepresentation.Builder`	`setDenseTensor(TensorRepresentation.DenseTensor.Builder builderForValue)` `optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;`
`TensorRepresentation.Builder`	`setDenseTensor(TensorRepresentation.DenseTensor value)` `optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;`
`TensorRepresentation.Builder`	`setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)`
`TensorRepresentation.Builder`	`setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)`
`TensorRepresentation.Builder`	`setSparseTensor(TensorRepresentation.SparseTensor.Builder builderForValue)` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`TensorRepresentation.Builder`	`setSparseTensor(TensorRepresentation.SparseTensor value)` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`TensorRepresentation.Builder`	`setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)`
`TensorRepresentation.Builder`	`setVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor.Builder builderForValue)` `optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;`
`TensorRepresentation.Builder`	`setVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor value)` `optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;`

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.Builder>
  - clear
```
public TensorRepresentation.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.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.Builder>
  - getDefaultInstanceForType
```
public TensorRepresentation getDefaultInstanceForType()
```
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
    
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder
  - build
```
public TensorRepresentation build()
```
    Specified by:
    
    build in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    build in interface com.google.protobuf.MessageLite.Builder
  - buildPartial
```
public TensorRepresentation buildPartial()
```
    Specified by:
    
    buildPartial in interface com.google.protobuf.Message.Builder
    
    Specified by:
    
    buildPartial in interface com.google.protobuf.MessageLite.Builder
  - clone
```
public TensorRepresentation.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.Builder>
  - setField
```
public TensorRepresentation.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.Builder>
  - clearField
```
public TensorRepresentation.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.Builder>
  - clearOneof
```
public TensorRepresentation.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.Builder>
  - setRepeatedField
```
public TensorRepresentation.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.Builder>
  - addRepeatedField
```
public TensorRepresentation.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.Builder>
  - mergeFrom
```
public TensorRepresentation.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.Builder>
  - mergeFrom
```
public TensorRepresentation.Builder mergeFrom(TensorRepresentation 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.Builder>
  - mergeFrom
```
public TensorRepresentation.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.Builder>
    
    Throws:
    
    IOException
  - getKindCase
```
public TensorRepresentation.KindCase getKindCase()
```
    Specified by:
    
    getKindCase in interface TensorRepresentationOrBuilder
  - clearKind
```
public TensorRepresentation.Builder clearKind()
```
  - hasDenseTensor
```
public boolean hasDenseTensor()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
    
    Specified by:
    
    hasDenseTensor in interface TensorRepresentationOrBuilder
    
    Returns:
    
    Whether the denseTensor field is set.
  - getDenseTensor
```
public TensorRepresentation.DenseTensor getDenseTensor()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
    
    Specified by:
    
    getDenseTensor in interface TensorRepresentationOrBuilder
    
    Returns:
    
    The denseTensor.
  - setDenseTensor
```
public TensorRepresentation.Builder setDenseTensor(TensorRepresentation.DenseTensor value)
```
    optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
  - setDenseTensor
```
public TensorRepresentation.Builder setDenseTensor(TensorRepresentation.DenseTensor.Builder builderForValue)
```
    optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
  - mergeDenseTensor
```
public TensorRepresentation.Builder mergeDenseTensor(TensorRepresentation.DenseTensor value)
```
    optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
  - clearDenseTensor
```
public TensorRepresentation.Builder clearDenseTensor()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
  - getDenseTensorBuilder
```
public TensorRepresentation.DenseTensor.Builder getDenseTensorBuilder()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
  - getDenseTensorOrBuilder
```
public TensorRepresentation.DenseTensorOrBuilder getDenseTensorOrBuilder()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.DenseTensor dense_tensor = 1;
    
    Specified by:
    
    getDenseTensorOrBuilder in interface TensorRepresentationOrBuilder
  - hasVarlenSparseTensor
```
public boolean hasVarlenSparseTensor()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
    
    Specified by:
    
    hasVarlenSparseTensor in interface TensorRepresentationOrBuilder
    
    Returns:
    
    Whether the varlenSparseTensor field is set.
  - getVarlenSparseTensor
```
public TensorRepresentation.VarLenSparseTensor getVarlenSparseTensor()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
    
    Specified by:
    
    getVarlenSparseTensor in interface TensorRepresentationOrBuilder
    
    Returns:
    
    The varlenSparseTensor.
  - setVarlenSparseTensor
```
public TensorRepresentation.Builder setVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor value)
```
    optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
  - setVarlenSparseTensor
```
public TensorRepresentation.Builder setVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor.Builder builderForValue)
```
    optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
  - mergeVarlenSparseTensor
```
public TensorRepresentation.Builder mergeVarlenSparseTensor(TensorRepresentation.VarLenSparseTensor value)
```
    optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
  - clearVarlenSparseTensor
```
public TensorRepresentation.Builder clearVarlenSparseTensor()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
  - getVarlenSparseTensorBuilder
```
public TensorRepresentation.VarLenSparseTensor.Builder getVarlenSparseTensorBuilder()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
  - getVarlenSparseTensorOrBuilder
```
public TensorRepresentation.VarLenSparseTensorOrBuilder getVarlenSparseTensorOrBuilder()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.VarLenSparseTensor varlen_sparse_tensor = 2;
    
    Specified by:
    
    getVarlenSparseTensorOrBuilder in interface TensorRepresentationOrBuilder
  - hasSparseTensor
```
public boolean hasSparseTensor()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
    
    Specified by:
    
    hasSparseTensor in interface TensorRepresentationOrBuilder
    
    Returns:
    
    Whether the sparseTensor field is set.
  - getSparseTensor
```
public TensorRepresentation.SparseTensor getSparseTensor()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
    
    Specified by:
    
    getSparseTensor in interface TensorRepresentationOrBuilder
    
    Returns:
    
    The sparseTensor.
  - setSparseTensor
```
public TensorRepresentation.Builder setSparseTensor(TensorRepresentation.SparseTensor value)
```
    optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
  - setSparseTensor
```
public TensorRepresentation.Builder setSparseTensor(TensorRepresentation.SparseTensor.Builder builderForValue)
```
    optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
  - mergeSparseTensor
```
public TensorRepresentation.Builder mergeSparseTensor(TensorRepresentation.SparseTensor value)
```
    optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
  - clearSparseTensor
```
public TensorRepresentation.Builder clearSparseTensor()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
  - getSparseTensorBuilder
```
public TensorRepresentation.SparseTensor.Builder getSparseTensorBuilder()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
  - getSparseTensorOrBuilder
```
public TensorRepresentation.SparseTensorOrBuilder getSparseTensorOrBuilder()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
    
    Specified by:
    
    getSparseTensorOrBuilder in interface TensorRepresentationOrBuilder
  - setUnknownFields
```
public final TensorRepresentation.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.Builder>
  - mergeUnknownFields
```
public final TensorRepresentation.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.Builder>

Class TensorRepresentation.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

getKindCase

clearKind

hasDenseTensor

getDenseTensor

setDenseTensor

setDenseTensor

mergeDenseTensor

clearDenseTensor

getDenseTensorBuilder

getDenseTensorOrBuilder

hasVarlenSparseTensor

getVarlenSparseTensor

setVarlenSparseTensor

setVarlenSparseTensor

mergeVarlenSparseTensor

clearVarlenSparseTensor

getVarlenSparseTensorBuilder

getVarlenSparseTensorOrBuilder

hasSparseTensor

getSparseTensor

setSparseTensor

setSparseTensor

mergeSparseTensor

clearSparseTensor

getSparseTensorBuilder

getSparseTensorOrBuilder

setUnknownFields

mergeUnknownFields