Package org.tensorflow.metadata.v0

Class WeightedCommonStatistics

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

org.tensorflow.metadata.v0.WeightedCommonStatistics

All Implemented Interfaces:

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

public final class WeightedCommonStatistics
extends com.google.protobuf.GeneratedMessageV3
implements WeightedCommonStatisticsOrBuilder

 Common weighted statistics for all feature types. Statistics counting number
 of values (i.e., avg_num_values and tot_num_values) include NaNs.
 If the weighted column is missing, then this counts as a weight of 1
 for that example.
 

Protobuf type tensorflow.metadata.v0.WeightedCommonStatistics

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	WeightedCommonStatistics.Builder	Common weighted statistics for all feature types.

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	AVG_NUM_VALUES_FIELD_NUMBER
static int	NUM_MISSING_FIELD_NUMBER
static int	NUM_NON_MISSING_FIELD_NUMBER
static int	TOT_NUM_VALUES_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)
double	getAvgNumValues()	average number of values, weighted by the number of examples.
static WeightedCommonStatistics	getDefaultInstance()
WeightedCommonStatistics	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
double	getNumMissing()	Weighted number of examples missing.
double	getNumNonMissing()	Weighted number of examples not missing.
com.google.protobuf.Parser<WeightedCommonStatistics>	getParserForType()
int	getSerializedSize()
double	getTotNumValues()	tot_num_values = avg_num_values * num_non_missing.
com.google.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static WeightedCommonStatistics.Builder	newBuilder()
static WeightedCommonStatistics.Builder	newBuilder(WeightedCommonStatistics prototype)
WeightedCommonStatistics.Builder	newBuilderForType()
protected WeightedCommonStatistics.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static WeightedCommonStatistics	parseDelimitedFrom(InputStream input)
static WeightedCommonStatistics	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static WeightedCommonStatistics	parseFrom(byte[] data)
static WeightedCommonStatistics	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static WeightedCommonStatistics	parseFrom(com.google.protobuf.ByteString data)
static WeightedCommonStatistics	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static WeightedCommonStatistics	parseFrom(com.google.protobuf.CodedInputStream input)
static WeightedCommonStatistics	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static WeightedCommonStatistics	parseFrom(InputStream input)
static WeightedCommonStatistics	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static WeightedCommonStatistics	parseFrom(ByteBuffer data)
static WeightedCommonStatistics	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<WeightedCommonStatistics>	parser()
WeightedCommonStatistics.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

NUM_NON_MISSING_FIELD_NUMBER

public static final int NUM_NON_MISSING_FIELD_NUMBER

See Also:

Constant Field Values

NUM_MISSING_FIELD_NUMBER

public static final int NUM_MISSING_FIELD_NUMBER

See Also:

Constant Field Values

AVG_NUM_VALUES_FIELD_NUMBER

public static final int AVG_NUM_VALUES_FIELD_NUMBER

See Also:

Constant Field Values

TOT_NUM_VALUES_FIELD_NUMBER

public static final int TOT_NUM_VALUES_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

getNumNonMissing

public double getNumNonMissing()

 Weighted number of examples not missing.
 

double num_non_missing = 1;

Specified by:

getNumNonMissing in interface WeightedCommonStatisticsOrBuilder

Returns:

The numNonMissing.

getNumMissing

public double getNumMissing()

 Weighted number of examples missing.
 Note that if the weighted column is zero, this does not count
 as missing.
 

double num_missing = 2;

Specified by:

getNumMissing in interface WeightedCommonStatisticsOrBuilder

Returns:

The numMissing.

getAvgNumValues

public double getAvgNumValues()

 average number of values, weighted by the number of examples.
 

double avg_num_values = 3;

Specified by:

getAvgNumValues in interface WeightedCommonStatisticsOrBuilder

Returns:

The avgNumValues.

getTotNumValues

public double getTotNumValues()

 tot_num_values = avg_num_values * num_non_missing.
 This is calculated directly, so should have less numerical error.
 

double tot_num_values = 4;

Specified by:

getTotNumValues in interface WeightedCommonStatisticsOrBuilder

Returns:

The totNumValues.

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static WeightedCommonStatistics parseFrom(InputStream input)
                                          throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static WeightedCommonStatistics parseDelimitedFrom(InputStream input)
                                                   throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public WeightedCommonStatistics.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static WeightedCommonStatistics.Builder newBuilder()

newBuilder

public static WeightedCommonStatistics.Builder newBuilder(WeightedCommonStatistics prototype)

toBuilder

public WeightedCommonStatistics.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static WeightedCommonStatistics getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder