com.google.cloud.aiplatform.v1.schema.predict.prediction

Class ClassificationPredictionResult

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.schema.predict.prediction.ClassificationPredictionResult

All Implemented Interfaces:

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

public final class ClassificationPredictionResult
extends com.google.protobuf.GeneratedMessageV3
implements ClassificationPredictionResultOrBuilder

 Prediction output format for Image and Text Classification.
 

Protobuf type google.cloud.aiplatform.v1.schema.predict.prediction.ClassificationPredictionResult

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ClassificationPredictionResult.Builder Prediction output format for Image and Text Classification.

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 and Description
static int	CONFIDENCES_FIELD_NUMBER
static int	DISPLAY_NAMES_FIELD_NUMBER
static int	IDS_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 and Description
boolean	equals(Object obj)
float	getConfidences(int index) The Model's confidences in correctness of the predicted IDs, higher value means higher confidence.
int	getConfidencesCount() The Model's confidences in correctness of the predicted IDs, higher value means higher confidence.
List<Float>	getConfidencesList() The Model's confidences in correctness of the predicted IDs, higher value means higher confidence.
static ClassificationPredictionResult	getDefaultInstance()
ClassificationPredictionResult	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getDisplayNames(int index) The display names of the AnnotationSpecs that had been identified, order matches the IDs.
com.google.protobuf.ByteString	getDisplayNamesBytes(int index) The display names of the AnnotationSpecs that had been identified, order matches the IDs.
int	getDisplayNamesCount() The display names of the AnnotationSpecs that had been identified, order matches the IDs.
com.google.protobuf.ProtocolStringList	getDisplayNamesList() The display names of the AnnotationSpecs that had been identified, order matches the IDs.
long	getIds(int index) The resource IDs of the AnnotationSpecs that had been identified.
int	getIdsCount() The resource IDs of the AnnotationSpecs that had been identified.
List<Long>	getIdsList() The resource IDs of the AnnotationSpecs that had been identified.
com.google.protobuf.Parser<ClassificationPredictionResult>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ClassificationPredictionResult.Builder	newBuilder()
static ClassificationPredictionResult.Builder	newBuilder(ClassificationPredictionResult prototype)
ClassificationPredictionResult.Builder	newBuilderForType()
protected ClassificationPredictionResult.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ClassificationPredictionResult	parseDelimitedFrom(InputStream input)
static ClassificationPredictionResult	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationPredictionResult	parseFrom(byte[] data)
static ClassificationPredictionResult	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationPredictionResult	parseFrom(ByteBuffer data)
static ClassificationPredictionResult	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationPredictionResult	parseFrom(com.google.protobuf.ByteString data)
static ClassificationPredictionResult	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationPredictionResult	parseFrom(com.google.protobuf.CodedInputStream input)
static ClassificationPredictionResult	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ClassificationPredictionResult	parseFrom(InputStream input)
static ClassificationPredictionResult	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ClassificationPredictionResult>	parser()
ClassificationPredictionResult.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, 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.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

IDS_FIELD_NUMBER

public static final int IDS_FIELD_NUMBER

See Also:

Constant Field Values

DISPLAY_NAMES_FIELD_NUMBER

public static final int DISPLAY_NAMES_FIELD_NUMBER

See Also:

Constant Field Values

CONFIDENCES_FIELD_NUMBER

public static final int CONFIDENCES_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

getIdsList

public List<Long> getIdsList()

 The resource IDs of the AnnotationSpecs that had been identified.
 

repeated int64 ids = 1;

Specified by:

getIdsList in interface ClassificationPredictionResultOrBuilder

Returns:

A list containing the ids.

getIdsCount

public int getIdsCount()

 The resource IDs of the AnnotationSpecs that had been identified.
 

repeated int64 ids = 1;

Specified by:

getIdsCount in interface ClassificationPredictionResultOrBuilder

Returns:

The count of ids.

getIds

public long getIds(int index)

 The resource IDs of the AnnotationSpecs that had been identified.
 

repeated int64 ids = 1;

Specified by:

getIds in interface ClassificationPredictionResultOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The ids at the given index.

getDisplayNamesList

public com.google.protobuf.ProtocolStringList getDisplayNamesList()

 The display names of the AnnotationSpecs that had been identified, order
 matches the IDs.
 

repeated string display_names = 2;

Specified by:

getDisplayNamesList in interface ClassificationPredictionResultOrBuilder

Returns:

A list containing the displayNames.

getDisplayNamesCount

public int getDisplayNamesCount()

 The display names of the AnnotationSpecs that had been identified, order
 matches the IDs.
 

repeated string display_names = 2;

Specified by:

getDisplayNamesCount in interface ClassificationPredictionResultOrBuilder

Returns:

The count of displayNames.

getDisplayNames

public String getDisplayNames(int index)

 The display names of the AnnotationSpecs that had been identified, order
 matches the IDs.
 

repeated string display_names = 2;

Specified by:

getDisplayNames in interface ClassificationPredictionResultOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The displayNames at the given index.

getDisplayNamesBytes

public com.google.protobuf.ByteString getDisplayNamesBytes(int index)

 The display names of the AnnotationSpecs that had been identified, order
 matches the IDs.
 

repeated string display_names = 2;

Specified by:

getDisplayNamesBytes in interface ClassificationPredictionResultOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the displayNames at the given index.

getConfidencesList

public List<Float> getConfidencesList()

 The Model's confidences in correctness of the predicted IDs, higher value
 means higher confidence. Order matches the Ids.
 

repeated float confidences = 3;

Specified by:

getConfidencesList in interface ClassificationPredictionResultOrBuilder

Returns:

A list containing the confidences.

getConfidencesCount

public int getConfidencesCount()

 The Model's confidences in correctness of the predicted IDs, higher value
 means higher confidence. Order matches the Ids.
 

repeated float confidences = 3;

Specified by:

getConfidencesCount in interface ClassificationPredictionResultOrBuilder

Returns:

The count of confidences.

getConfidences

public float getConfidences(int index)

 The Model's confidences in correctness of the predicted IDs, higher value
 means higher confidence. Order matches the Ids.
 

repeated float confidences = 3;

Specified by:

getConfidences in interface ClassificationPredictionResultOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The confidences at the given index.

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ClassificationPredictionResult parseFrom(InputStream input)
                                                throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ClassificationPredictionResult parseDelimitedFrom(InputStream input)
                                                         throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ClassificationPredictionResult.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ClassificationPredictionResult.Builder newBuilder()

newBuilder

public static ClassificationPredictionResult.Builder newBuilder(ClassificationPredictionResult prototype)

toBuilder

public ClassificationPredictionResult.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ClassificationPredictionResult getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder