TensorRepresentation (Feast Data Types for Java 0.4.4 API)

java.lang.Object
- com.google.protobuf.AbstractMessageLite
- - com.google.protobuf.AbstractMessage
  - - com.google.protobuf.GeneratedMessageV3
    - - org.tensorflow.metadata.v0.TensorRepresentation

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

public final class TensorRepresentation
extends com.google.protobuf.GeneratedMessageV3
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

See Also:: Serialized Form

Nested Class Summary

Nested Classes
Modifier and Type	Class and Description
`static class`	`TensorRepresentation.Builder` A TensorRepresentation captures the intent for converting columns in a dataset to TensorFlow Tensors (or more generally, tf.CompositeTensors).
`static class`	`TensorRepresentation.DefaultValue` Protobuf type `tensorflow.metadata.v0.TensorRepresentation.DefaultValue`
`static interface`	`TensorRepresentation.DefaultValueOrBuilder`
`static class`	`TensorRepresentation.DenseTensor` A tf.Tensor
`static interface`	`TensorRepresentation.DenseTensorOrBuilder`
`static class`	`TensorRepresentation.KindCase`
`static class`	`TensorRepresentation.SparseTensor` A tf.SparseTensor whose indices and values come from separate data columns.
`static interface`	`TensorRepresentation.SparseTensorOrBuilder`
`static class`	`TensorRepresentation.VarLenSparseTensor` A ragged tf.SparseTensor that models nested lists.
`static interface`	`TensorRepresentation.VarLenSparseTensorOrBuilder`

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields
Modifier and Type	Field and Description
`static int`	`DENSE_TENSOR_FIELD_NUMBER`
`static com.google.protobuf.Parser<TensorRepresentation>`	`PARSER` Deprecated.
`static int`	`SPARSE_TENSOR_FIELD_NUMBER`
`static int`	`VARLEN_SPARSE_TENSOR_FIELD_NUMBER`

Fields inherited from class com.google.protobuf.GeneratedMessageV3
alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage
memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite
memoizedHashCode

Method Summary

All Methods Static Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`boolean`	`equals(Object obj)`
`static TensorRepresentation`	`getDefaultInstance()`
`TensorRepresentation`	`getDefaultInstanceForType()`
`TensorRepresentation.DenseTensor`	`getDenseTensor()` `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()`
`TensorRepresentation.KindCase`	`getKindCase()`
`com.google.protobuf.Parser<TensorRepresentation>`	`getParserForType()`
`int`	`getSerializedSize()`
`TensorRepresentation.SparseTensor`	`getSparseTensor()` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`TensorRepresentation.SparseTensorOrBuilder`	`getSparseTensorOrBuilder()` `optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;`
`com.google.protobuf.UnknownFieldSet`	`getUnknownFields()`
`TensorRepresentation.VarLenSparseTensor`	`getVarlenSparseTensor()` `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;`
`int`	`hashCode()`
`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()`
`static TensorRepresentation.Builder`	`newBuilder()`
`static TensorRepresentation.Builder`	`newBuilder(TensorRepresentation prototype)`
`TensorRepresentation.Builder`	`newBuilderForType()`
`protected TensorRepresentation.Builder`	`newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)`
`protected Object`	`newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)`
`static TensorRepresentation`	`parseDelimitedFrom(InputStream input)`
`static TensorRepresentation`	`parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static TensorRepresentation`	`parseFrom(byte[] data)`
`static TensorRepresentation`	`parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static TensorRepresentation`	`parseFrom(ByteBuffer data)`
`static TensorRepresentation`	`parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static TensorRepresentation`	`parseFrom(com.google.protobuf.ByteString data)`
`static TensorRepresentation`	`parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static TensorRepresentation`	`parseFrom(com.google.protobuf.CodedInputStream input)`
`static TensorRepresentation`	`parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static TensorRepresentation`	`parseFrom(InputStream input)`
`static TensorRepresentation`	`parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)`
`static com.google.protobuf.Parser<TensorRepresentation>`	`parser()`
`TensorRepresentation.Builder`	`toBuilder()`
`void`	`writeTo(com.google.protobuf.CodedOutputStream output)`

Methods inherited from class com.google.protobuf.GeneratedMessageV3
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage
findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite
addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

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

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

Methods inherited from interface com.google.protobuf.MessageLite
toByteArray, toByteString, writeDelimitedTo, writeTo

- Field Detail
  - DENSE_TENSOR_FIELD_NUMBER
```
public static final int DENSE_TENSOR_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - VARLEN_SPARSE_TENSOR_FIELD_NUMBER
```
public static final int VARLEN_SPARSE_TENSOR_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - SPARSE_TENSOR_FIELD_NUMBER
```
public static final int SPARSE_TENSOR_FIELD_NUMBER
```
    See Also:
    
    Constant Field Values
  - PARSER
```
@Deprecated
public static final com.google.protobuf.Parser<TensorRepresentation> PARSER
```
    Deprecated.
- Method Detail
  - newInstance
```
protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
```
    Overrides:
    
    newInstance in class com.google.protobuf.GeneratedMessageV3
  - getUnknownFields
```
public final com.google.protobuf.UnknownFieldSet getUnknownFields()
```
    Specified by:
    
    getUnknownFields in interface com.google.protobuf.MessageOrBuilder
    
    Overrides:
    
    getUnknownFields in class com.google.protobuf.GeneratedMessageV3
  - 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
  - getKindCase
```
public TensorRepresentation.KindCase getKindCase()
```
    Specified by:
    
    getKindCase in interface TensorRepresentationOrBuilder
  - 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.
  - 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.
  - 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.
  - getSparseTensorOrBuilder
```
public TensorRepresentation.SparseTensorOrBuilder getSparseTensorOrBuilder()
```
    optional .tensorflow.metadata.v0.TensorRepresentation.SparseTensor sparse_tensor = 3;
    
    Specified by:
    
    getSparseTensorOrBuilder in interface TensorRepresentationOrBuilder
  - isInitialized
```
public final boolean isInitialized()
```
    Specified by:
    
    isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
    
    Overrides:
    
    isInitialized in class com.google.protobuf.GeneratedMessageV3
  - writeTo
```
public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException
```
    Specified by:
    
    writeTo in interface com.google.protobuf.MessageLite
    
    Overrides:
    
    writeTo in class com.google.protobuf.GeneratedMessageV3
    
    Throws:
    
    IOException
  - getSerializedSize
```
public int getSerializedSize()
```
    Specified by:
    
    getSerializedSize in interface com.google.protobuf.MessageLite
    
    Overrides:
    
    getSerializedSize in class com.google.protobuf.GeneratedMessageV3
  - equals
```
public boolean equals(Object obj)
```
    Specified by:
    
    equals in interface com.google.protobuf.Message
    
    Overrides:
    
    equals in class com.google.protobuf.AbstractMessage
  - hashCode
```
public int hashCode()
```
    Specified by:
    
    hashCode in interface com.google.protobuf.Message
    
    Overrides:
    
    hashCode in class com.google.protobuf.AbstractMessage
  - parseFrom
```
public static TensorRepresentation parseFrom(ByteBuffer data)
                                      throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static TensorRepresentation parseFrom(ByteBuffer data,
                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                      throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static TensorRepresentation parseFrom(com.google.protobuf.ByteString data)
                                      throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static TensorRepresentation parseFrom(com.google.protobuf.ByteString data,
                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                      throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static TensorRepresentation parseFrom(byte[] data)
                                      throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static TensorRepresentation parseFrom(byte[] data,
                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                      throws com.google.protobuf.InvalidProtocolBufferException
```
    Throws:
    
    com.google.protobuf.InvalidProtocolBufferException
  - parseFrom
```
public static TensorRepresentation parseFrom(InputStream input)
                                      throws IOException
```
    Throws:
    
    IOException
  - parseFrom
```
public static TensorRepresentation parseFrom(InputStream input,
                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                      throws IOException
```
    Throws:
    
    IOException
  - parseDelimitedFrom
```
public static TensorRepresentation parseDelimitedFrom(InputStream input)
                                               throws IOException
```
    Throws:
    
    IOException
  - parseDelimitedFrom
```
public static TensorRepresentation parseDelimitedFrom(InputStream input,
                                                      com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                               throws IOException
```
    Throws:
    
    IOException
  - parseFrom
```
public static TensorRepresentation parseFrom(com.google.protobuf.CodedInputStream input)
                                      throws IOException
```
    Throws:
    
    IOException
  - parseFrom
```
public static TensorRepresentation parseFrom(com.google.protobuf.CodedInputStream input,
                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                      throws IOException
```
    Throws:
    
    IOException
  - newBuilderForType
```
public TensorRepresentation.Builder newBuilderForType()
```
    Specified by:
    
    newBuilderForType in interface com.google.protobuf.Message
    
    Specified by:
    
    newBuilderForType in interface com.google.protobuf.MessageLite
  - newBuilder
```
public static TensorRepresentation.Builder newBuilder()
```
  - newBuilder
```
public static TensorRepresentation.Builder newBuilder(TensorRepresentation prototype)
```
  - toBuilder
```
public TensorRepresentation.Builder toBuilder()
```
    Specified by:
    
    toBuilder in interface com.google.protobuf.Message
    
    Specified by:
    
    toBuilder in interface com.google.protobuf.MessageLite
  - newBuilderForType
```
protected TensorRepresentation.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
```
    Specified by:
    
    newBuilderForType in class com.google.protobuf.GeneratedMessageV3
  - getDefaultInstance
```
public static TensorRepresentation getDefaultInstance()
```
  - parser
```
public static com.google.protobuf.Parser<TensorRepresentation> parser()
```
  - getParserForType
```
public com.google.protobuf.Parser<TensorRepresentation> getParserForType()
```
    Specified by:
    
    getParserForType in interface com.google.protobuf.Message
    
    Specified by:
    
    getParserForType in interface com.google.protobuf.MessageLite
    
    Overrides:
    
    getParserForType in class com.google.protobuf.GeneratedMessageV3
  - getDefaultInstanceForType
```
public TensorRepresentation getDefaultInstanceForType()
```
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
    
    Specified by:
    
    getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

Class TensorRepresentation

Nested Class Summary

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

Field Summary

Fields inherited from class com.google.protobuf.GeneratedMessageV3

Fields inherited from class com.google.protobuf.AbstractMessage

Fields inherited from class com.google.protobuf.AbstractMessageLite

Method Summary

Methods inherited from class com.google.protobuf.GeneratedMessageV3

Methods inherited from class com.google.protobuf.AbstractMessage

Methods inherited from class com.google.protobuf.AbstractMessageLite

Methods inherited from class java.lang.Object

Methods inherited from interface com.google.protobuf.MessageOrBuilder

Methods inherited from interface com.google.protobuf.MessageLite

Field Detail

DENSE_TENSOR_FIELD_NUMBER

VARLEN_SPARSE_TENSOR_FIELD_NUMBER

SPARSE_TENSOR_FIELD_NUMBER

PARSER

Method Detail

newInstance

getUnknownFields

getDescriptor

internalGetFieldAccessorTable

getKindCase

hasDenseTensor

getDenseTensor

getDenseTensorOrBuilder

hasVarlenSparseTensor

getVarlenSparseTensor

getVarlenSparseTensorOrBuilder

hasSparseTensor

getSparseTensor

getSparseTensorOrBuilder

isInitialized

writeTo

getSerializedSize

equals

hashCode

parseFrom

parseFrom

parseFrom

parseFrom

parseFrom

parseFrom

parseFrom

parseFrom

parseDelimitedFrom

parseDelimitedFrom

parseFrom

parseFrom

newBuilderForType

newBuilder

newBuilder

toBuilder

newBuilderForType

getDefaultInstance

parser

getParserForType

getDefaultInstanceForType