Package org.tensorflow.metadata.v0

Class NumericStatistics

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.metadata.v0.NumericStatistics

All Implemented Interfaces:

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

public final class NumericStatistics
extends com.google.protobuf.GeneratedMessageV3
implements NumericStatisticsOrBuilder

 Statistics for a numeric feature in a dataset.
 

Protobuf type tensorflow.metadata.v0.NumericStatistics

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	NumericStatistics.Builder	Statistics for a numeric feature in a 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	COMMON_STATS_FIELD_NUMBER
static int	HISTOGRAMS_FIELD_NUMBER
static int	MAX_FIELD_NUMBER
static int	MEAN_FIELD_NUMBER
static int	MEDIAN_FIELD_NUMBER
static int	MIN_FIELD_NUMBER
static int	NUM_ZEROS_FIELD_NUMBER
static int	STD_DEV_FIELD_NUMBER
static int	WEIGHTED_NUMERIC_STATS_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)
CommonStatistics	getCommonStats()	.tensorflow.metadata.v0.CommonStatistics common_stats = 1;
CommonStatisticsOrBuilder	getCommonStatsOrBuilder()	.tensorflow.metadata.v0.CommonStatistics common_stats = 1;
static NumericStatistics	getDefaultInstance()
NumericStatistics	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
Histogram	getHistograms(int index)	The histogram(s) of the feature values.
int	getHistogramsCount()	The histogram(s) of the feature values.
List<Histogram>	getHistogramsList()	The histogram(s) of the feature values.
HistogramOrBuilder	getHistogramsOrBuilder(int index)	The histogram(s) of the feature values.
List<? extends HistogramOrBuilder>	getHistogramsOrBuilderList()	The histogram(s) of the feature values.
double	getMax()	The maximum value
double	getMean()	The mean of the values
double	getMedian()	The median value
double	getMin()	The minimum value
long	getNumZeros()	The number of values that equal 0
com.google.protobuf.Parser<NumericStatistics>	getParserForType()
int	getSerializedSize()
double	getStdDev()	The standard deviation of the values
com.google.protobuf.UnknownFieldSet	getUnknownFields()
WeightedNumericStatistics	getWeightedNumericStats()	Weighted statistics for the feature, if the values have weights.
WeightedNumericStatisticsOrBuilder	getWeightedNumericStatsOrBuilder()	Weighted statistics for the feature, if the values have weights.
boolean	hasCommonStats()	.tensorflow.metadata.v0.CommonStatistics common_stats = 1;
int	hashCode()
boolean	hasWeightedNumericStats()	Weighted statistics for the feature, if the values have weights.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static NumericStatistics.Builder	newBuilder()
static NumericStatistics.Builder	newBuilder(NumericStatistics prototype)
NumericStatistics.Builder	newBuilderForType()
protected NumericStatistics.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static NumericStatistics	parseDelimitedFrom(InputStream input)
static NumericStatistics	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NumericStatistics	parseFrom(byte[] data)
static NumericStatistics	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NumericStatistics	parseFrom(com.google.protobuf.ByteString data)
static NumericStatistics	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NumericStatistics	parseFrom(com.google.protobuf.CodedInputStream input)
static NumericStatistics	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NumericStatistics	parseFrom(InputStream input)
static NumericStatistics	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static NumericStatistics	parseFrom(ByteBuffer data)
static NumericStatistics	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<NumericStatistics>	parser()
NumericStatistics.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

COMMON_STATS_FIELD_NUMBER

public static final int COMMON_STATS_FIELD_NUMBER

See Also:

Constant Field Values

MEAN_FIELD_NUMBER

public static final int MEAN_FIELD_NUMBER

See Also:

Constant Field Values

STD_DEV_FIELD_NUMBER

public static final int STD_DEV_FIELD_NUMBER

See Also:

Constant Field Values

NUM_ZEROS_FIELD_NUMBER

public static final int NUM_ZEROS_FIELD_NUMBER

See Also:

Constant Field Values

MIN_FIELD_NUMBER

public static final int MIN_FIELD_NUMBER

See Also:

Constant Field Values

MEDIAN_FIELD_NUMBER

public static final int MEDIAN_FIELD_NUMBER

See Also:

Constant Field Values

MAX_FIELD_NUMBER

public static final int MAX_FIELD_NUMBER

See Also:

Constant Field Values

HISTOGRAMS_FIELD_NUMBER

public static final int HISTOGRAMS_FIELD_NUMBER

See Also:

Constant Field Values

WEIGHTED_NUMERIC_STATS_FIELD_NUMBER

public static final int WEIGHTED_NUMERIC_STATS_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

hasCommonStats

public boolean hasCommonStats()

.tensorflow.metadata.v0.CommonStatistics common_stats = 1;

Specified by:

hasCommonStats in interface NumericStatisticsOrBuilder

Returns:

Whether the commonStats field is set.

getCommonStats

public CommonStatistics getCommonStats()

.tensorflow.metadata.v0.CommonStatistics common_stats = 1;

Specified by:

getCommonStats in interface NumericStatisticsOrBuilder

Returns:

The commonStats.

getCommonStatsOrBuilder

public CommonStatisticsOrBuilder getCommonStatsOrBuilder()

.tensorflow.metadata.v0.CommonStatistics common_stats = 1;

Specified by:

getCommonStatsOrBuilder in interface NumericStatisticsOrBuilder

getMean

public double getMean()

 The mean of the values
 

double mean = 2;

Specified by:

getMean in interface NumericStatisticsOrBuilder

Returns:

The mean.

getStdDev

public double getStdDev()

 The standard deviation of the values
 

double std_dev = 3;

Specified by:

getStdDev in interface NumericStatisticsOrBuilder

Returns:

The stdDev.

getNumZeros

public long getNumZeros()

 The number of values that equal 0
 

uint64 num_zeros = 4;

Specified by:

getNumZeros in interface NumericStatisticsOrBuilder

Returns:

The numZeros.

getMin

public double getMin()

 The minimum value
 

double min = 5;

Specified by:

getMin in interface NumericStatisticsOrBuilder

Returns:

The min.

getMedian

public double getMedian()

 The median value
 

double median = 6;

Specified by:

getMedian in interface NumericStatisticsOrBuilder

Returns:

The median.

getMax

public double getMax()

 The maximum value
 

double max = 7;

Specified by:

getMax in interface NumericStatisticsOrBuilder

Returns:

The max.

getHistogramsList

public List<Histogram> getHistogramsList()

 The histogram(s) of the feature values.
 

repeated .tensorflow.metadata.v0.Histogram histograms = 8;

Specified by:

getHistogramsList in interface NumericStatisticsOrBuilder

getHistogramsOrBuilderList

public List<? extends HistogramOrBuilder> getHistogramsOrBuilderList()

 The histogram(s) of the feature values.
 

repeated .tensorflow.metadata.v0.Histogram histograms = 8;

Specified by:

getHistogramsOrBuilderList in interface NumericStatisticsOrBuilder

getHistogramsCount

public int getHistogramsCount()

 The histogram(s) of the feature values.
 

repeated .tensorflow.metadata.v0.Histogram histograms = 8;

Specified by:

getHistogramsCount in interface NumericStatisticsOrBuilder

getHistograms

public Histogram getHistograms(int index)

 The histogram(s) of the feature values.
 

repeated .tensorflow.metadata.v0.Histogram histograms = 8;

Specified by:

getHistograms in interface NumericStatisticsOrBuilder

getHistogramsOrBuilder

public HistogramOrBuilder getHistogramsOrBuilder(int index)

 The histogram(s) of the feature values.
 

repeated .tensorflow.metadata.v0.Histogram histograms = 8;

Specified by:

getHistogramsOrBuilder in interface NumericStatisticsOrBuilder

hasWeightedNumericStats

public boolean hasWeightedNumericStats()

 Weighted statistics for the feature, if the values have weights.
 

.tensorflow.metadata.v0.WeightedNumericStatistics weighted_numeric_stats = 9;

Specified by:

hasWeightedNumericStats in interface NumericStatisticsOrBuilder

Returns:

Whether the weightedNumericStats field is set.

getWeightedNumericStats

public WeightedNumericStatistics getWeightedNumericStats()

 Weighted statistics for the feature, if the values have weights.
 

.tensorflow.metadata.v0.WeightedNumericStatistics weighted_numeric_stats = 9;

Specified by:

getWeightedNumericStats in interface NumericStatisticsOrBuilder

Returns:

The weightedNumericStats.

getWeightedNumericStatsOrBuilder

public WeightedNumericStatisticsOrBuilder getWeightedNumericStatsOrBuilder()

 Weighted statistics for the feature, if the values have weights.
 

.tensorflow.metadata.v0.WeightedNumericStatistics weighted_numeric_stats = 9;

Specified by:

getWeightedNumericStatsOrBuilder in interface NumericStatisticsOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static NumericStatistics parseFrom(InputStream input)
                                   throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static NumericStatistics parseDelimitedFrom(InputStream input)
                                            throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public NumericStatistics.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static NumericStatistics.Builder newBuilder()

newBuilder

public static NumericStatistics.Builder newBuilder(NumericStatistics prototype)

toBuilder

public NumericStatistics.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static NumericStatistics getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder