Class ModelEvaluationSlice.Slice.SliceSpec.SliceConfig (3.40.0)

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`