com.google.cloud.aiplatform.v1beta1

Class ModelEvaluation.BiasConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelEvaluation.BiasConfig

All Implemented Interfaces:

ModelEvaluation.BiasConfigOrBuilder, 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.BiasConfig
extends com.google.protobuf.GeneratedMessageV3
implements ModelEvaluation.BiasConfigOrBuilder

 Configuration for bias detection.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelEvaluation.BiasConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelEvaluation.BiasConfig.Builder Configuration for bias detection.

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	BIAS_SLICES_FIELD_NUMBER
static int	LABELS_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)
ModelEvaluationSlice.Slice.SliceSpec	getBiasSlices() Specification for how the data should be sliced for bias.
ModelEvaluationSlice.Slice.SliceSpecOrBuilder	getBiasSlicesOrBuilder() Specification for how the data should be sliced for bias.
static ModelEvaluation.BiasConfig	getDefaultInstance()
ModelEvaluation.BiasConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getLabels(int index) Positive labels selection on the target field.
com.google.protobuf.ByteString	getLabelsBytes(int index) Positive labels selection on the target field.
int	getLabelsCount() Positive labels selection on the target field.
com.google.protobuf.ProtocolStringList	getLabelsList() Positive labels selection on the target field.
com.google.protobuf.Parser<ModelEvaluation.BiasConfig>	getParserForType()
int	getSerializedSize()
boolean	hasBiasSlices() Specification for how the data should be sliced for bias.
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelEvaluation.BiasConfig.Builder	newBuilder()
static ModelEvaluation.BiasConfig.Builder	newBuilder(ModelEvaluation.BiasConfig prototype)
ModelEvaluation.BiasConfig.Builder	newBuilderForType()
protected ModelEvaluation.BiasConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelEvaluation.BiasConfig	parseDelimitedFrom(InputStream input)
static ModelEvaluation.BiasConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.BiasConfig	parseFrom(byte[] data)
static ModelEvaluation.BiasConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.BiasConfig	parseFrom(ByteBuffer data)
static ModelEvaluation.BiasConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.BiasConfig	parseFrom(com.google.protobuf.ByteString data)
static ModelEvaluation.BiasConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.BiasConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelEvaluation.BiasConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation.BiasConfig	parseFrom(InputStream input)
static ModelEvaluation.BiasConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelEvaluation.BiasConfig>	parser()
ModelEvaluation.BiasConfig.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

BIAS_SLICES_FIELD_NUMBER

public static final int BIAS_SLICES_FIELD_NUMBER

See Also:

Constant Field Values

LABELS_FIELD_NUMBER

public static final int LABELS_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

hasBiasSlices

public boolean hasBiasSlices()

 Specification for how the data should be sliced for bias. It contains a
 list of slices, with limitation of two slices. The first slice of data
 will be the slice_a. The second slice in the list (slice_b) will be
 compared against the first slice. If only a single slice is provided,
 then slice_a will be compared against "not slice_a".
 Below are examples with feature "education" with value "low", "medium",
 "high" in the dataset:

 Example 1:

     bias_slices = [{'education': 'low'}]

 A single slice provided. In this case, slice_a is the collection of data
 with 'education' equals 'low', and slice_b is the collection of data with
 'education' equals 'medium' or 'high'.

 Example 2:

     bias_slices = [{'education': 'low'},
                    {'education': 'high'}]

 Two slices provided. In this case, slice_a is the collection of data
 with 'education' equals 'low', and slice_b is the collection of data with
 'education' equals 'high'.
 

.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice.SliceSpec bias_slices = 1;

Specified by:

hasBiasSlices in interface ModelEvaluation.BiasConfigOrBuilder

Returns:

Whether the biasSlices field is set.

getBiasSlices

public ModelEvaluationSlice.Slice.SliceSpec getBiasSlices()

 Specification for how the data should be sliced for bias. It contains a
 list of slices, with limitation of two slices. The first slice of data
 will be the slice_a. The second slice in the list (slice_b) will be
 compared against the first slice. If only a single slice is provided,
 then slice_a will be compared against "not slice_a".
 Below are examples with feature "education" with value "low", "medium",
 "high" in the dataset:

 Example 1:

     bias_slices = [{'education': 'low'}]

 A single slice provided. In this case, slice_a is the collection of data
 with 'education' equals 'low', and slice_b is the collection of data with
 'education' equals 'medium' or 'high'.

 Example 2:

     bias_slices = [{'education': 'low'},
                    {'education': 'high'}]

 Two slices provided. In this case, slice_a is the collection of data
 with 'education' equals 'low', and slice_b is the collection of data with
 'education' equals 'high'.
 

.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice.SliceSpec bias_slices = 1;

Specified by:

getBiasSlices in interface ModelEvaluation.BiasConfigOrBuilder

Returns:

The biasSlices.

getBiasSlicesOrBuilder

public ModelEvaluationSlice.Slice.SliceSpecOrBuilder getBiasSlicesOrBuilder()

 Specification for how the data should be sliced for bias. It contains a
 list of slices, with limitation of two slices. The first slice of data
 will be the slice_a. The second slice in the list (slice_b) will be
 compared against the first slice. If only a single slice is provided,
 then slice_a will be compared against "not slice_a".
 Below are examples with feature "education" with value "low", "medium",
 "high" in the dataset:

 Example 1:

     bias_slices = [{'education': 'low'}]

 A single slice provided. In this case, slice_a is the collection of data
 with 'education' equals 'low', and slice_b is the collection of data with
 'education' equals 'medium' or 'high'.

 Example 2:

     bias_slices = [{'education': 'low'},
                    {'education': 'high'}]

 Two slices provided. In this case, slice_a is the collection of data
 with 'education' equals 'low', and slice_b is the collection of data with
 'education' equals 'high'.
 

.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice.SliceSpec bias_slices = 1;

Specified by:

getBiasSlicesOrBuilder in interface ModelEvaluation.BiasConfigOrBuilder

getLabelsList

public com.google.protobuf.ProtocolStringList getLabelsList()

 Positive labels selection on the target field.
 

repeated string labels = 2;

Specified by:

getLabelsList in interface ModelEvaluation.BiasConfigOrBuilder

Returns:

A list containing the labels.

getLabelsCount

public int getLabelsCount()

 Positive labels selection on the target field.
 

repeated string labels = 2;

Specified by:

getLabelsCount in interface ModelEvaluation.BiasConfigOrBuilder

Returns:

The count of labels.

getLabels

public String getLabels(int index)

 Positive labels selection on the target field.
 

repeated string labels = 2;

Specified by:

getLabels in interface ModelEvaluation.BiasConfigOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The labels at the given index.

getLabelsBytes

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

 Positive labels selection on the target field.
 

repeated string labels = 2;

Specified by:

getLabelsBytes in interface ModelEvaluation.BiasConfigOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the labels 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 ModelEvaluation.BiasConfig parseFrom(ByteBuffer data)
                                            throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelEvaluation.BiasConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelEvaluation.BiasConfig.Builder newBuilder()

newBuilder

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

toBuilder

public ModelEvaluation.BiasConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelEvaluation.BiasConfig getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder