org.tensorflow.metadata.v0

Class TensorRepresentationGroup.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderType>

com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentationGroup.Builder>

org.tensorflow.metadata.v0.TensorRepresentationGroup.Builder

All Implemented Interfaces:

com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable, TensorRepresentationGroupOrBuilder

Enclosing class:

TensorRepresentationGroup

public static final class TensorRepresentationGroup.Builder
extends com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentationGroup.Builder>
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

Method Summary

Modifier and Type	Method and Description
TensorRepresentationGroup.Builder	addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
TensorRepresentationGroup	build()
TensorRepresentationGroup	buildPartial()
TensorRepresentationGroup.Builder	clear()
TensorRepresentationGroup.Builder	clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
TensorRepresentationGroup.Builder	clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
TensorRepresentationGroup.Builder	clearTensorRepresentation()
TensorRepresentationGroup.Builder	clone()
boolean	containsTensorRepresentation(String key) map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
TensorRepresentationGroup	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
Map<String,TensorRepresentation>	getMutableTensorRepresentation() Deprecated.
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;
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
protected com.google.protobuf.MapField	internalGetMapField(int number)
protected com.google.protobuf.MapField	internalGetMutableMapField(int number)
boolean	isInitialized()
TensorRepresentationGroup.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
TensorRepresentationGroup.Builder	mergeFrom(com.google.protobuf.Message other)
TensorRepresentationGroup.Builder	mergeFrom(TensorRepresentationGroup other)
TensorRepresentationGroup.Builder	mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
TensorRepresentationGroup.Builder	putAllTensorRepresentation(Map<String,TensorRepresentation> values) map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
TensorRepresentationGroup.Builder	putTensorRepresentation(String key, TensorRepresentation value) map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
TensorRepresentationGroup.Builder	removeTensorRepresentation(String key) map<string, .tensorflow.metadata.v0.TensorRepresentation> tensor_representation = 1;
TensorRepresentationGroup.Builder	setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
TensorRepresentationGroup.Builder	setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
TensorRepresentationGroup.Builder	setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)

Methods inherited from class com.google.protobuf.GeneratedMessageV3.Builder

getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, 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()

internalGetMapField

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

Overrides:

internalGetMapField in class com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentationGroup.Builder>

internalGetMutableMapField

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

Overrides:

internalGetMutableMapField in class com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentationGroup.Builder>

internalGetFieldAccessorTable

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

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentationGroup.Builder>

clear

public TensorRepresentationGroup.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<TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

getDefaultInstanceForType

public TensorRepresentationGroup getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public TensorRepresentationGroup build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public TensorRepresentationGroup buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

clone

public TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

setField

public TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

clearField

public TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

clearOneof

public TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

setRepeatedField

public TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

addRepeatedField

public TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

mergeFrom

public TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

mergeFrom

public TensorRepresentationGroup.Builder mergeFrom(TensorRepresentationGroup other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<TensorRepresentationGroup.Builder>

mergeFrom

public TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

Throws:

IOException

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

clearTensorRepresentation

public TensorRepresentationGroup.Builder clearTensorRepresentation()

removeTensorRepresentation

public TensorRepresentationGroup.Builder removeTensorRepresentation(String key)

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

getMutableTensorRepresentation

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

Deprecated.

Use alternate mutation accessors instead.

putTensorRepresentation

public TensorRepresentationGroup.Builder putTensorRepresentation(String key,
                                                                 TensorRepresentation value)

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

putAllTensorRepresentation

public TensorRepresentationGroup.Builder putAllTensorRepresentation(Map<String,TensorRepresentation> values)

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

setUnknownFields

public final TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>

mergeUnknownFields

public final TensorRepresentationGroup.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<TensorRepresentationGroup.Builder>