Package org.tensorflow.metadata.v0

Class TensorRepresentation

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	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	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

Modifier and Type	Method	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(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 TensorRepresentation	parseFrom(ByteBuffer data)
static TensorRepresentation	parseFrom(ByteBuffer data, 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.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

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