Package org.tensorflow.metadata.v0

Class DatasetFeatureStatistics

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.metadata.v0.DatasetFeatureStatistics

All Implemented Interfaces:

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

public final class DatasetFeatureStatistics
extends com.google.protobuf.GeneratedMessageV3
implements DatasetFeatureStatisticsOrBuilder

 The feature statistics for a single dataset.
 

Protobuf type tensorflow.metadata.v0.DatasetFeatureStatistics

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	DatasetFeatureStatistics.Builder	The feature statistics for a single dataset.

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	CROSS_FEATURES_FIELD_NUMBER
static int	FEATURES_FIELD_NUMBER
static int	NAME_FIELD_NUMBER
static int	NUM_EXAMPLES_FIELD_NUMBER
static int	WEIGHTED_NUM_EXAMPLES_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)
CrossFeatureStatistics	getCrossFeatures(int index)	Cross feature statistics for the dataset.
int	getCrossFeaturesCount()	Cross feature statistics for the dataset.
List<CrossFeatureStatistics>	getCrossFeaturesList()	Cross feature statistics for the dataset.
CrossFeatureStatisticsOrBuilder	getCrossFeaturesOrBuilder(int index)	Cross feature statistics for the dataset.
List<? extends CrossFeatureStatisticsOrBuilder>	getCrossFeaturesOrBuilderList()	Cross feature statistics for the dataset.
static DatasetFeatureStatistics	getDefaultInstance()
DatasetFeatureStatistics	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
FeatureNameStatistics	getFeatures(int index)	The feature statistics for the dataset.
int	getFeaturesCount()	The feature statistics for the dataset.
List<FeatureNameStatistics>	getFeaturesList()	The feature statistics for the dataset.
FeatureNameStatisticsOrBuilder	getFeaturesOrBuilder(int index)	The feature statistics for the dataset.
List<? extends FeatureNameStatisticsOrBuilder>	getFeaturesOrBuilderList()	The feature statistics for the dataset.
String	getName()	The name of the dataset.
com.google.protobuf.ByteString	getNameBytes()	The name of the dataset.
long	getNumExamples()	The number of examples in the dataset.
com.google.protobuf.Parser<DatasetFeatureStatistics>	getParserForType()
int	getSerializedSize()
com.google.protobuf.UnknownFieldSet	getUnknownFields()
double	getWeightedNumExamples()	Only valid if the weight feature was specified.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static DatasetFeatureStatistics.Builder	newBuilder()
static DatasetFeatureStatistics.Builder	newBuilder(DatasetFeatureStatistics prototype)
DatasetFeatureStatistics.Builder	newBuilderForType()
protected DatasetFeatureStatistics.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static DatasetFeatureStatistics	parseDelimitedFrom(InputStream input)
static DatasetFeatureStatistics	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static DatasetFeatureStatistics	parseFrom(byte[] data)
static DatasetFeatureStatistics	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static DatasetFeatureStatistics	parseFrom(com.google.protobuf.ByteString data)
static DatasetFeatureStatistics	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static DatasetFeatureStatistics	parseFrom(com.google.protobuf.CodedInputStream input)
static DatasetFeatureStatistics	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static DatasetFeatureStatistics	parseFrom(InputStream input)
static DatasetFeatureStatistics	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static DatasetFeatureStatistics	parseFrom(ByteBuffer data)
static DatasetFeatureStatistics	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<DatasetFeatureStatistics>	parser()
DatasetFeatureStatistics.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

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER

See Also:

Constant Field Values

NUM_EXAMPLES_FIELD_NUMBER

public static final int NUM_EXAMPLES_FIELD_NUMBER

See Also:

Constant Field Values

WEIGHTED_NUM_EXAMPLES_FIELD_NUMBER

public static final int WEIGHTED_NUM_EXAMPLES_FIELD_NUMBER

See Also:

Constant Field Values

FEATURES_FIELD_NUMBER

public static final int FEATURES_FIELD_NUMBER

See Also:

Constant Field Values

CROSS_FEATURES_FIELD_NUMBER

public static final int CROSS_FEATURES_FIELD_NUMBER

See Also:

Constant Field Values

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

getName

public String getName()

 The name of the dataset.
 

string name = 1;

Specified by:

getName in interface DatasetFeatureStatisticsOrBuilder

Returns:

The name.

getNameBytes

public com.google.protobuf.ByteString getNameBytes()

 The name of the dataset.
 

string name = 1;

Specified by:

getNameBytes in interface DatasetFeatureStatisticsOrBuilder

Returns:

The bytes for name.

getNumExamples

public long getNumExamples()

 The number of examples in the dataset.
 

uint64 num_examples = 2;

Specified by:

getNumExamples in interface DatasetFeatureStatisticsOrBuilder

Returns:

The numExamples.

getWeightedNumExamples

public double getWeightedNumExamples()

 Only valid if the weight feature was specified.
 Treats a missing weighted feature as zero.
 

double weighted_num_examples = 4;

Specified by:

getWeightedNumExamples in interface DatasetFeatureStatisticsOrBuilder

Returns:

The weightedNumExamples.

getFeaturesList

public List<FeatureNameStatistics> getFeaturesList()

 The feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;

Specified by:

getFeaturesList in interface DatasetFeatureStatisticsOrBuilder

getFeaturesOrBuilderList

public List<? extends FeatureNameStatisticsOrBuilder> getFeaturesOrBuilderList()

 The feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;

Specified by:

getFeaturesOrBuilderList in interface DatasetFeatureStatisticsOrBuilder

getFeaturesCount

public int getFeaturesCount()

 The feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;

Specified by:

getFeaturesCount in interface DatasetFeatureStatisticsOrBuilder

getFeatures

public FeatureNameStatistics getFeatures(int index)

 The feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;

Specified by:

getFeatures in interface DatasetFeatureStatisticsOrBuilder

getFeaturesOrBuilder

public FeatureNameStatisticsOrBuilder getFeaturesOrBuilder(int index)

 The feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.FeatureNameStatistics features = 3;

Specified by:

getFeaturesOrBuilder in interface DatasetFeatureStatisticsOrBuilder

getCrossFeaturesList

public List<CrossFeatureStatistics> getCrossFeaturesList()

 Cross feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;

Specified by:

getCrossFeaturesList in interface DatasetFeatureStatisticsOrBuilder

getCrossFeaturesOrBuilderList

public List<? extends CrossFeatureStatisticsOrBuilder> getCrossFeaturesOrBuilderList()

 Cross feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;

Specified by:

getCrossFeaturesOrBuilderList in interface DatasetFeatureStatisticsOrBuilder

getCrossFeaturesCount

public int getCrossFeaturesCount()

 Cross feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;

Specified by:

getCrossFeaturesCount in interface DatasetFeatureStatisticsOrBuilder

getCrossFeatures

public CrossFeatureStatistics getCrossFeatures(int index)

 Cross feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;

Specified by:

getCrossFeatures in interface DatasetFeatureStatisticsOrBuilder

getCrossFeaturesOrBuilder

public CrossFeatureStatisticsOrBuilder getCrossFeaturesOrBuilder(int index)

 Cross feature statistics for the dataset.
 

repeated .tensorflow.metadata.v0.CrossFeatureStatistics cross_features = 5;

Specified by:

getCrossFeaturesOrBuilder in interface DatasetFeatureStatisticsOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static DatasetFeatureStatistics parseFrom(InputStream input)
                                          throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static DatasetFeatureStatistics parseDelimitedFrom(InputStream input)
                                                   throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public DatasetFeatureStatistics.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static DatasetFeatureStatistics.Builder newBuilder()

newBuilder

public static DatasetFeatureStatistics.Builder newBuilder(DatasetFeatureStatistics prototype)

toBuilder

public DatasetFeatureStatistics.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static DatasetFeatureStatistics getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder