com.google.cloud.aiplatform.v1

Class ModelEvaluation.ModelEvaluationExplanationSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.ModelEvaluation.ModelEvaluationExplanationSpec

All Implemented Interfaces:

ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ModelEvaluation

public static final class ModelEvaluation.ModelEvaluationExplanationSpec
extends com.google.protobuf.GeneratedMessageV3
implements ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder

Protobuf type google.cloud.aiplatform.v1.ModelEvaluation.ModelEvaluationExplanationSpec

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelEvaluation.ModelEvaluationExplanationSpec.Builder Protobuf type google.cloud.aiplatform.v1.ModelEvaluation.ModelEvaluationExplanationSpec

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	EXPLANATION_SPEC_FIELD_NUMBER
static int	EXPLANATION_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 and Description
boolean	equals(Object obj)
static ModelEvaluation.ModelEvaluationExplanationSpec	getDefaultInstance()
ModelEvaluation.ModelEvaluationExplanationSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ExplanationSpec	getExplanationSpec() Explanation spec details.
ExplanationSpecOrBuilder	getExplanationSpecOrBuilder() Explanation spec details.
String	getExplanationType() Explanation type.
com.google.protobuf.ByteString	getExplanationTypeBytes() Explanation type.
com.google.protobuf.Parser<ModelEvaluation.ModelEvaluationExplanationSpec>	getParserForType()
int	getSerializedSize()
boolean	hasExplanationSpec() Explanation spec details.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelEvaluation.ModelEvaluationExplanationSpec.Builder	newBuilder()
static ModelEvaluation.ModelEvaluationExplanationSpec.Builder	newBuilder(ModelEvaluation.ModelEvaluationExplanationSpec prototype)
ModelEvaluation.ModelEvaluationExplanationSpec.Builder	newBuilderForType()
protected ModelEvaluation.ModelEvaluationExplanationSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseDelimitedFrom(InputStream input)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(byte[] data)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(ByteBuffer data)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(com.google.protobuf.ByteString data)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(InputStream input)
static ModelEvaluation.ModelEvaluationExplanationSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelEvaluation.ModelEvaluationExplanationSpec>	parser()
ModelEvaluation.ModelEvaluationExplanationSpec.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

EXPLANATION_TYPE_FIELD_NUMBER

public static final int EXPLANATION_TYPE_FIELD_NUMBER

See Also:

Constant Field Values

EXPLANATION_SPEC_FIELD_NUMBER

public static final int EXPLANATION_SPEC_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

getExplanationType

public String getExplanationType()

 Explanation type.

 For AutoML Image Classification models, possible values are:

   * `image-integrated-gradients`
   * `image-xrai`
 

string explanation_type = 1;

Specified by:

getExplanationType in interface ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder

Returns:

The explanationType.

getExplanationTypeBytes

public com.google.protobuf.ByteString getExplanationTypeBytes()

 Explanation type.

 For AutoML Image Classification models, possible values are:

   * `image-integrated-gradients`
   * `image-xrai`
 

string explanation_type = 1;

Specified by:

getExplanationTypeBytes in interface ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder

Returns:

The bytes for explanationType.

hasExplanationSpec

public boolean hasExplanationSpec()

 Explanation spec details.
 

.google.cloud.aiplatform.v1.ExplanationSpec explanation_spec = 2;

Specified by:

hasExplanationSpec in interface ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder

Returns:

Whether the explanationSpec field is set.

getExplanationSpec

public ExplanationSpec getExplanationSpec()

 Explanation spec details.
 

.google.cloud.aiplatform.v1.ExplanationSpec explanation_spec = 2;

Specified by:

getExplanationSpec in interface ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder

Returns:

The explanationSpec.

getExplanationSpecOrBuilder

public ExplanationSpecOrBuilder getExplanationSpecOrBuilder()

 Explanation spec details.
 

.google.cloud.aiplatform.v1.ExplanationSpec explanation_spec = 2;

Specified by:

getExplanationSpecOrBuilder in interface ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder

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 ModelEvaluation.ModelEvaluationExplanationSpec parseFrom(ByteBuffer data)
                                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelEvaluation.ModelEvaluationExplanationSpec parseFrom(InputStream input)
                                                                throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelEvaluation.ModelEvaluationExplanationSpec parseDelimitedFrom(InputStream input)
                                                                         throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelEvaluation.ModelEvaluationExplanationSpec.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelEvaluation.ModelEvaluationExplanationSpec.Builder newBuilder()

newBuilder

public static ModelEvaluation.ModelEvaluationExplanationSpec.Builder newBuilder(ModelEvaluation.ModelEvaluationExplanationSpec prototype)

toBuilder

public ModelEvaluation.ModelEvaluationExplanationSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelEvaluation.ModelEvaluationExplanationSpec getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelEvaluation.ModelEvaluationExplanationSpec> 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 ModelEvaluation.ModelEvaluationExplanationSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder