Class ModelEvaluationSlice.Slice.SliceSpec.SliceConfig (3.49.0)

Version 3.49.0

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public static final class ModelEvaluationSlice.Slice.SliceSpec.SliceConfig extends GeneratedMessageV3 implements ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

Specification message containing the config for this SliceSpec. When kind is selected as value and/or range, only a single slice will be computed. When all_values is present, a separate slice will be computed for each possible label/value for the corresponding key in config. Examples, with feature zip_code with values 12345, 23334, 88888 and feature country with values "US", "Canada", "Mexico" in the dataset:

Example 1:

 {
   "zip_code": { "value": { "float_value": 12345.0 } }
 }

A single slice for any data with zip_code 12345 in the dataset.

Example 2:

 {
   "zip_code": { "range": { "low": 12345, "high": 20000 } }
 }

A single slice containing data where the zip_codes between 12345 and 20000 For this example, data with the zip_code of 12345 will be in this slice.

Example 3:

 {
   "zip_code": { "range": { "low": 10000, "high": 20000 } },
   "country": { "value": { "string_value": "US" } }
 }

A single slice containing data where the zip_codes between 10000 and 20000 has the country "US". For this example, data with the zip_code of 12345 and country "US" will be in this slice.

Example 4:

 { "country": {"all_values": { "value": true } } }

Three slices are computed, one for each unique country in the dataset.

Example 5:

 {
   "country": { "all_values": { "value": true } },
   "zip_code": { "value": { "float_value": 12345.0 } }
 }

Three slices are computed, one for each unique country in the dataset where the zip_code is also 12345. For this example, data with zip_code 12345 and country "US" will be in one slice, zip_code 12345 and country "Canada" in another slice, and zip_code 12345 and country "Mexico" in another slice, totaling 3 slices.

Protobuf type google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Implements

ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

ALL_VALUES_FIELD_NUMBER

public static final int ALL_VALUES_FIELD_NUMBER

Field Value
Type	Description
int

RANGE_FIELD_NUMBER

public static final int RANGE_FIELD_NUMBER

Field Value
Type	Description
int

VALUE_FIELD_NUMBER

public static final int VALUE_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig getDefaultInstance()

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder newBuilder()

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder

newBuilder(ModelEvaluationSlice.Slice.SliceSpec.SliceConfig prototype)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder newBuilder(ModelEvaluationSlice.Slice.SliceSpec.SliceConfig prototype)

Parameter
Name	Description
prototype	ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder

parseDelimitedFrom(InputStream input)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<ModelEvaluationSlice.Slice.SliceSpec.SliceConfig> parser()

Returns
Type	Description
Parser<SliceConfig>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getAllValues()

public BoolValue getAllValues()

If all_values is set to true, then all possible labels of the keyed feature will have another slice computed. Example: {"all_values":{"value":true}}

.google.protobuf.BoolValue all_values = 3;

Returns
Type	Description
BoolValue	The allValues.

getAllValuesOrBuilder()

public BoolValueOrBuilder getAllValuesOrBuilder()

If all_values is set to true, then all possible labels of the keyed feature will have another slice computed. Example: {"all_values":{"value":true}}

.google.protobuf.BoolValue all_values = 3;

Returns
Type	Description
BoolValueOrBuilder

getDefaultInstanceForType()

public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig getDefaultInstanceForType()

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

getKindCase()

public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.KindCase getKindCase()

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.KindCase

getParserForType()

public Parser<ModelEvaluationSlice.Slice.SliceSpec.SliceConfig> getParserForType()

Returns
Type	Description
Parser<SliceConfig>

Overrides

GeneratedMessageV3.getParserForType()

getRange()

public ModelEvaluationSlice.Slice.SliceSpec.Range getRange()

A range of values for a numerical feature. Example: {"range":{"low":10000.0,"high":50000.0}} will capture 12345 and 23334 in the slice.

.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.Range	The range.

getRangeOrBuilder()

public ModelEvaluationSlice.Slice.SliceSpec.RangeOrBuilder getRangeOrBuilder()

A range of values for a numerical feature. Example: {"range":{"low":10000.0,"high":50000.0}} will capture 12345 and 23334 in the slice.

.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.RangeOrBuilder

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getValue()

public ModelEvaluationSlice.Slice.SliceSpec.Value getValue()

A unique specific value for a given feature. Example: { "value": { "string_value": "12345" } }

.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.Value	The value.

getValueOrBuilder()

public ModelEvaluationSlice.Slice.SliceSpec.ValueOrBuilder getValueOrBuilder()

A unique specific value for a given feature. Example: { "value": { "string_value": "12345" } }

.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.ValueOrBuilder

hasAllValues()

public boolean hasAllValues()

If all_values is set to true, then all possible labels of the keyed feature will have another slice computed. Example: {"all_values":{"value":true}}

.google.protobuf.BoolValue all_values = 3;

Returns
Type	Description
boolean	Whether the allValues field is set.

hasRange()

public boolean hasRange()

A range of values for a numerical feature. Example: {"range":{"low":10000.0,"high":50000.0}} will capture 12345 and 23334 in the slice.

.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Range range = 2;

Returns
Type	Description
boolean	Whether the range field is set.

hasValue()

public boolean hasValue()

A unique specific value for a given feature. Example: { "value": { "string_value": "12345" } }

.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.Value value = 1;

Returns
Type	Description
boolean	Whether the value field is set.

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder newBuilderForType()

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder toBuilder()

Returns
Type	Description
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException