org.tensorflow.metadata.v0

Class TensorRepresentationGroup

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.metadata.v0.TensorRepresentationGroup

All Implemented Interfaces:

com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable, TensorRepresentationGroupOrBuilder

public final class TensorRepresentationGroup
extends com.google.protobuf.GeneratedMessageV3
implements TensorRepresentationGroupOrBuilder

 A TensorRepresentationGroup is a collection of TensorRepresentations with
 names. These names may serve as identifiers when converting the dataset
 to a collection of Tensors or tf.CompositeTensors.
 For example, given the following group:
 {
   key: "dense_tensor"
   tensor_representation {
     dense_tensor {
       column_name: "univalent_feature"
       shape {
         dim {
           size: 1
         }
       }
       default_value {
         float_value: 0
       }
     }
   }
 }
 {
   key: "varlen_sparse_tensor"
   tensor_representation {
     varlen_sparse_tensor {
       column_name: "multivalent_feature"
     }
   }
 }
 Then the schema is expected to have feature "univalent_feature" and
 "multivalent_feature", and when a batch of data is converted to Tensors using
 this TensorRepresentationGroup, the result may be the following dict:
 {
   "dense_tensor": tf.Tensor(...),
   "varlen_sparse_tensor": tf.SparseTensor(...),
 }
 

Protobuf type tensorflow.metadata.v0.TensorRepresentationGroup

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	TensorRepresentationGroup.Builder A TensorRepresentationGroup is a collection of TensorRepresentations with names.

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 com.google.protobuf.Parser<TensorRepresentationGroup>	PARSER Deprecated.
static int	TENSOR_REPRESENTATION_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	containsTensorRepresentation(String key) map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
boolean	equals(Object obj)
static TensorRepresentationGroup	getDefaultInstance()
TensorRepresentationGroup	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<TensorRepresentationGroup>	getParserForType()
int	getSerializedSize()
Map<String,TensorRepresentation>	getTensorRepresentation() Deprecated.
int	getTensorRepresentationCount() map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
Map<String,TensorRepresentation>	getTensorRepresentationMap() map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
TensorRepresentation	getTensorRepresentationOrDefault(String key, TensorRepresentation defaultValue) map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
TensorRepresentation	getTensorRepresentationOrThrow(String key) map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
com.google.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
protected com.google.protobuf.MapField	internalGetMapField(int number)
boolean	isInitialized()
static TensorRepresentationGroup.Builder	newBuilder()
static TensorRepresentationGroup.Builder	newBuilder(TensorRepresentationGroup prototype)
TensorRepresentationGroup.Builder	newBuilderForType()
protected TensorRepresentationGroup.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static TensorRepresentationGroup	parseDelimitedFrom(InputStream input)
static TensorRepresentationGroup	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentationGroup	parseFrom(byte[] data)
static TensorRepresentationGroup	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentationGroup	parseFrom(ByteBuffer data)
static TensorRepresentationGroup	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentationGroup	parseFrom(com.google.protobuf.ByteString data)
static TensorRepresentationGroup	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentationGroup	parseFrom(com.google.protobuf.CodedInputStream input)
static TensorRepresentationGroup	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static TensorRepresentationGroup	parseFrom(InputStream input)
static TensorRepresentationGroup	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<TensorRepresentationGroup>	parser()
TensorRepresentationGroup.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, 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

TENSOR_REPRESENTATION_FIELD_NUMBER

public static final int TENSOR_REPRESENTATION_FIELD_NUMBER

See Also:

Constant Field Values

PARSER

@Deprecated
public static final com.google.protobuf.Parser<TensorRepresentationGroup> 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()

internalGetMapField

protected com.google.protobuf.MapField internalGetMapField(int number)

Overrides:

internalGetMapField in class com.google.protobuf.GeneratedMessageV3

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getTensorRepresentationCount

public int getTensorRepresentationCount()

Description copied from interface: TensorRepresentationGroupOrBuilder

map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

Specified by:

getTensorRepresentationCount in interface TensorRepresentationGroupOrBuilder

containsTensorRepresentation

public boolean containsTensorRepresentation(String key)

map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

Specified by:

containsTensorRepresentation in interface TensorRepresentationGroupOrBuilder

getTensorRepresentation

@Deprecated
public Map<String,TensorRepresentation> getTensorRepresentation()

Deprecated.

Use getTensorRepresentationMap() instead.

Specified by:

getTensorRepresentation in interface TensorRepresentationGroupOrBuilder

getTensorRepresentationMap

public Map<String,TensorRepresentation> getTensorRepresentationMap()

map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

Specified by:

getTensorRepresentationMap in interface TensorRepresentationGroupOrBuilder

getTensorRepresentationOrDefault

public TensorRepresentation getTensorRepresentationOrDefault(String key,
                                                             TensorRepresentation defaultValue)

map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

Specified by:

getTensorRepresentationOrDefault in interface TensorRepresentationGroupOrBuilder

getTensorRepresentationOrThrow

public TensorRepresentation getTensorRepresentationOrThrow(String key)

map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;

Specified by:

getTensorRepresentationOrThrow in interface TensorRepresentationGroupOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static TensorRepresentationGroup parseFrom(com.google.protobuf.ByteString data,
                                                  com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                           throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static TensorRepresentationGroup parseFrom(InputStream input)
                                           throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static TensorRepresentationGroup parseDelimitedFrom(InputStream input)
                                                    throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public TensorRepresentationGroup.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static TensorRepresentationGroup.Builder newBuilder()

newBuilder

public static TensorRepresentationGroup.Builder newBuilder(TensorRepresentationGroup prototype)

toBuilder

public TensorRepresentationGroup.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static TensorRepresentationGroup getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<TensorRepresentationGroup> 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 TensorRepresentationGroup getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder