Package com.google.cloud.aiplatform.v1beta1

Class ErrorAnalysisAnnotation

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ErrorAnalysisAnnotation

All Implemented Interfaces:

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

public final class ErrorAnalysisAnnotation
extends com.google.protobuf.GeneratedMessageV3
implements ErrorAnalysisAnnotationOrBuilder

 Model error analysis for each annotation.
 

Protobuf type google.cloud.aiplatform.v1beta1.ErrorAnalysisAnnotation

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ErrorAnalysisAnnotation.AttributedItem	Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
static interface	ErrorAnalysisAnnotation.AttributedItemOrBuilder
static class	ErrorAnalysisAnnotation.Builder	Model error analysis for each annotation.
static class	ErrorAnalysisAnnotation.QueryType	The query type used for finding the attributed items.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, 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	ATTRIBUTED_ITEMS_FIELD_NUMBER
static int	OUTLIER_SCORE_FIELD_NUMBER
static int	OUTLIER_THRESHOLD_FIELD_NUMBER
static int	QUERY_TYPE_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)
ErrorAnalysisAnnotation.AttributedItem	getAttributedItems(int index)	Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
int	getAttributedItemsCount()	Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
List<ErrorAnalysisAnnotation.AttributedItem>	getAttributedItemsList()	Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
ErrorAnalysisAnnotation.AttributedItemOrBuilder	getAttributedItemsOrBuilder(int index)	Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
List<? extends ErrorAnalysisAnnotation.AttributedItemOrBuilder>	getAttributedItemsOrBuilderList()	Attributed items for a given annotation, typically representing neighbors from the training sets constrained by the query type.
static ErrorAnalysisAnnotation	getDefaultInstance()
ErrorAnalysisAnnotation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
double	getOutlierScore()	The outlier score of this annotated item.
double	getOutlierThreshold()	The threshold used to determine if this annotation is an outlier or not.
com.google.protobuf.Parser<ErrorAnalysisAnnotation>	getParserForType()
ErrorAnalysisAnnotation.QueryType	getQueryType()	The query type used for finding the attributed items.
int	getQueryTypeValue()	The query type used for finding the attributed items.
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ErrorAnalysisAnnotation.Builder	newBuilder()
static ErrorAnalysisAnnotation.Builder	newBuilder(ErrorAnalysisAnnotation prototype)
ErrorAnalysisAnnotation.Builder	newBuilderForType()
protected ErrorAnalysisAnnotation.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ErrorAnalysisAnnotation	parseDelimitedFrom(InputStream input)
static ErrorAnalysisAnnotation	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ErrorAnalysisAnnotation	parseFrom(byte[] data)
static ErrorAnalysisAnnotation	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ErrorAnalysisAnnotation	parseFrom(com.google.protobuf.ByteString data)
static ErrorAnalysisAnnotation	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ErrorAnalysisAnnotation	parseFrom(com.google.protobuf.CodedInputStream input)
static ErrorAnalysisAnnotation	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ErrorAnalysisAnnotation	parseFrom(InputStream input)
static ErrorAnalysisAnnotation	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ErrorAnalysisAnnotation	parseFrom(ByteBuffer data)
static ErrorAnalysisAnnotation	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ErrorAnalysisAnnotation>	parser()
ErrorAnalysisAnnotation.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, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, 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, getUnknownFields, hasField, hasOneof

Field Detail

ATTRIBUTED_ITEMS_FIELD_NUMBER

public static final int ATTRIBUTED_ITEMS_FIELD_NUMBER

See Also:

Constant Field Values

QUERY_TYPE_FIELD_NUMBER

public static final int QUERY_TYPE_FIELD_NUMBER

See Also:

Constant Field Values

OUTLIER_SCORE_FIELD_NUMBER

public static final int OUTLIER_SCORE_FIELD_NUMBER

See Also:

Constant Field Values

OUTLIER_THRESHOLD_FIELD_NUMBER

public static final int OUTLIER_THRESHOLD_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

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

getAttributedItemsList

public List<ErrorAnalysisAnnotation.AttributedItem> getAttributedItemsList()

 Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
 

repeated .google.cloud.aiplatform.v1beta1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;

Specified by:

getAttributedItemsList in interface ErrorAnalysisAnnotationOrBuilder

getAttributedItemsOrBuilderList

public List<? extends ErrorAnalysisAnnotation.AttributedItemOrBuilder> getAttributedItemsOrBuilderList()

 Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
 

repeated .google.cloud.aiplatform.v1beta1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;

Specified by:

getAttributedItemsOrBuilderList in interface ErrorAnalysisAnnotationOrBuilder

getAttributedItemsCount

public int getAttributedItemsCount()

 Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
 

repeated .google.cloud.aiplatform.v1beta1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;

Specified by:

getAttributedItemsCount in interface ErrorAnalysisAnnotationOrBuilder

getAttributedItems

public ErrorAnalysisAnnotation.AttributedItem getAttributedItems(int index)

 Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
 

repeated .google.cloud.aiplatform.v1beta1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;

Specified by:

getAttributedItems in interface ErrorAnalysisAnnotationOrBuilder

getAttributedItemsOrBuilder

public ErrorAnalysisAnnotation.AttributedItemOrBuilder getAttributedItemsOrBuilder(int index)

 Attributed items for a given annotation, typically representing neighbors
 from the training sets constrained by the query type.
 

repeated .google.cloud.aiplatform.v1beta1.ErrorAnalysisAnnotation.AttributedItem attributed_items = 1;

Specified by:

getAttributedItemsOrBuilder in interface ErrorAnalysisAnnotationOrBuilder

getQueryTypeValue

public int getQueryTypeValue()

 The query type used for finding the attributed items.
 

.google.cloud.aiplatform.v1beta1.ErrorAnalysisAnnotation.QueryType query_type = 2;

Specified by:

getQueryTypeValue in interface ErrorAnalysisAnnotationOrBuilder

Returns:

The enum numeric value on the wire for queryType.

getQueryType

public ErrorAnalysisAnnotation.QueryType getQueryType()

 The query type used for finding the attributed items.
 

.google.cloud.aiplatform.v1beta1.ErrorAnalysisAnnotation.QueryType query_type = 2;

Specified by:

getQueryType in interface ErrorAnalysisAnnotationOrBuilder

Returns:

The queryType.

getOutlierScore

public double getOutlierScore()

 The outlier score of this annotated item. Usually defined as the min of all
 distances from attributed items.
 

double outlier_score = 3;

Specified by:

getOutlierScore in interface ErrorAnalysisAnnotationOrBuilder

Returns:

The outlierScore.

getOutlierThreshold

public double getOutlierThreshold()

 The threshold used to determine if this annotation is an outlier or not.
 

double outlier_threshold = 4;

Specified by:

getOutlierThreshold in interface ErrorAnalysisAnnotationOrBuilder

Returns:

The outlierThreshold.

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ErrorAnalysisAnnotation parseFrom(InputStream input)
                                         throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ErrorAnalysisAnnotation parseDelimitedFrom(InputStream input)
                                                  throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ErrorAnalysisAnnotation.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ErrorAnalysisAnnotation.Builder newBuilder()

newBuilder

public static ErrorAnalysisAnnotation.Builder newBuilder(ErrorAnalysisAnnotation prototype)

toBuilder

public ErrorAnalysisAnnotation.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ErrorAnalysisAnnotation getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder