org.tensorflow.metadata.v0

Class TensorRepresentation.SparseTensor

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.metadata.v0.TensorRepresentation.SparseTensor

All Implemented Interfaces:

com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable, TensorRepresentation.SparseTensorOrBuilder

Enclosing class:

TensorRepresentation

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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	TensorRepresentation.SparseTensor.Builder A tf.SparseTensor whose indices and values come from separate data columns.

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_SHAPE_FIELD_NUMBER
static int	INDEX_COLUMN_NAMES_FIELD_NUMBER
static com.google.protobuf.Parser<TensorRepresentation.SparseTensor>	PARSER Deprecated.
static int	VALUE_COLUMN_NAME_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 and Description
boolean	equals(Object obj)
static TensorRepresentation.SparseTensor	getDefaultInstance()
TensorRepresentation.SparseTensor	getDefaultInstanceForType()
FixedShape	getDenseShape() 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()
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.
com.google.protobuf.Parser<TensorRepresentation.SparseTensor>	getParserForType()
int	getSerializedSize()
com.google.protobuf.UnknownFieldSet	getUnknownFields()
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).
int	hashCode()
boolean	hasValueColumnName() The column that contains the values.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static TensorRepresentation.SparseTensor.Builder	newBuilder()
static TensorRepresentation.SparseTensor.Builder	newBuilder(TensorRepresentation.SparseTensor prototype)
TensorRepresentation.SparseTensor.Builder	newBuilderForType()
protected TensorRepresentation.SparseTensor.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static TensorRepresentation.SparseTensor	parseDelimitedFrom(InputStream input)
static TensorRepresentation.SparseTensor	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentation.SparseTensor	parseFrom(byte[] data)
static TensorRepresentation.SparseTensor	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentation.SparseTensor	parseFrom(ByteBuffer data)
static TensorRepresentation.SparseTensor	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentation.SparseTensor	parseFrom(com.google.protobuf.ByteString data)
static TensorRepresentation.SparseTensor	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentation.SparseTensor	parseFrom(com.google.protobuf.CodedInputStream input)
static TensorRepresentation.SparseTensor	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentation.SparseTensor	parseFrom(InputStream input)
static TensorRepresentation.SparseTensor	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<TensorRepresentation.SparseTensor>	parser()
TensorRepresentation.SparseTensor.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_SHAPE_FIELD_NUMBER

public static final int DENSE_SHAPE_FIELD_NUMBER

See Also:

Constant Field Values

INDEX_COLUMN_NAMES_FIELD_NUMBER

public static final int INDEX_COLUMN_NAMES_FIELD_NUMBER

See Also:

Constant Field Values

VALUE_COLUMN_NAME_FIELD_NUMBER

public static final int VALUE_COLUMN_NAME_FIELD_NUMBER

See Also:

Constant Field Values

PARSER

@Deprecated
public static final com.google.protobuf.Parser<TensorRepresentation.SparseTensor> 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

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.

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.

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.

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.SparseTensor parseFrom(ByteBuffer data)
                                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static TensorRepresentation.SparseTensor parseFrom(ByteBuffer data,
                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static TensorRepresentation.SparseTensor parseFrom(com.google.protobuf.ByteString data)
                                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static TensorRepresentation.SparseTensor 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.SparseTensor parseFrom(byte[] data)
                                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static TensorRepresentation.SparseTensor parseFrom(byte[] data,
                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                   throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static TensorRepresentation.SparseTensor parseFrom(InputStream input)
                                                   throws IOException

Throws:

IOException

parseFrom

public static TensorRepresentation.SparseTensor parseFrom(InputStream input,
                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                   throws IOException

Throws:

IOException

parseDelimitedFrom

public static TensorRepresentation.SparseTensor parseDelimitedFrom(InputStream input)
                                                            throws IOException

Throws:

IOException

parseDelimitedFrom

public static TensorRepresentation.SparseTensor parseDelimitedFrom(InputStream input,
                                                                   com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                            throws IOException

Throws:

IOException

parseFrom

public static TensorRepresentation.SparseTensor parseFrom(com.google.protobuf.CodedInputStream input)
                                                   throws IOException

Throws:

IOException

parseFrom

public static TensorRepresentation.SparseTensor parseFrom(com.google.protobuf.CodedInputStream input,
                                                          com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                   throws IOException

Throws:

IOException

newBuilderForType

public TensorRepresentation.SparseTensor.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static TensorRepresentation.SparseTensor.Builder newBuilder()

newBuilder

public static TensorRepresentation.SparseTensor.Builder newBuilder(TensorRepresentation.SparseTensor prototype)

toBuilder

public TensorRepresentation.SparseTensor.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected TensorRepresentation.SparseTensor.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static TensorRepresentation.SparseTensor getDefaultInstance()

parser

public static com.google.protobuf.Parser<TensorRepresentation.SparseTensor> parser()

getParserForType

public com.google.protobuf.Parser<TensorRepresentation.SparseTensor> 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.SparseTensor getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder