com.google.cloud.aiplatform.v1

Class ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice.SliceSpec.SliceConfig

All Implemented Interfaces:

ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ModelEvaluationSlice.Slice.SliceSpec

public static final class ModelEvaluationSlice.Slice.SliceSpec.SliceConfig
extends com.google.protobuf.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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder Specification message containing the config for this SliceSpec.
static class	ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.KindCase

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	ALL_VALUES_FIELD_NUMBER
static int	RANGE_FIELD_NUMBER
static int	VALUE_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)
com.google.protobuf.BoolValue	getAllValues() If all_values is set to true, then all possible labels of the keyed feature will have another slice computed.
com.google.protobuf.BoolValueOrBuilder	getAllValuesOrBuilder() If all_values is set to true, then all possible labels of the keyed feature will have another slice computed.
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	getDefaultInstance()
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.KindCase	getKindCase()
com.google.protobuf.Parser<ModelEvaluationSlice.Slice.SliceSpec.SliceConfig>	getParserForType()
ModelEvaluationSlice.Slice.SliceSpec.Range	getRange() A range of values for a numerical feature.
ModelEvaluationSlice.Slice.SliceSpec.RangeOrBuilder	getRangeOrBuilder() A range of values for a numerical feature.
int	getSerializedSize()
ModelEvaluationSlice.Slice.SliceSpec.Value	getValue() A unique specific value for a given feature.
ModelEvaluationSlice.Slice.SliceSpec.ValueOrBuilder	getValueOrBuilder() A unique specific value for a given feature.
boolean	hasAllValues() If all_values is set to true, then all possible labels of the keyed feature will have another slice computed.
int	hashCode()
boolean	hasRange() A range of values for a numerical feature.
boolean	hasValue() A unique specific value for a given feature.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder	newBuilder()
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder	newBuilder(ModelEvaluationSlice.Slice.SliceSpec.SliceConfig prototype)
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder	newBuilderForType()
protected ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseDelimitedFrom(InputStream input)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(byte[] data)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(ByteBuffer data)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(com.google.protobuf.ByteString data)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(InputStream input)
static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelEvaluationSlice.Slice.SliceSpec.SliceConfig>	parser()
ModelEvaluationSlice.Slice.SliceSpec.SliceConfig.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

VALUE_FIELD_NUMBER

public static final int VALUE_FIELD_NUMBER

See Also:

Constant Field Values

RANGE_FIELD_NUMBER

public static final int RANGE_FIELD_NUMBER

See Also:

Constant Field Values

ALL_VALUES_FIELD_NUMBER

public static final int ALL_VALUES_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

getKindCase

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

Specified by:

getKindCase in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

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;

Specified by:

hasValue in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

Returns:

Whether the value field is set.

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;

Specified by:

getValue in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

Returns:

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;

Specified by:

getValueOrBuilder in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

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;

Specified by:

hasRange in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

Returns:

Whether the range field is set.

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;

Specified by:

getRange in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

Returns:

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;

Specified by:

getRangeOrBuilder in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

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;

Specified by:

hasAllValues in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

Returns:

Whether the allValues field is set.

getAllValues

public com.google.protobuf.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;

Specified by:

getAllValues in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

Returns:

The allValues.

getAllValuesOrBuilder

public com.google.protobuf.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;

Specified by:

getAllValuesOrBuilder in interface ModelEvaluationSlice.Slice.SliceSpec.SliceConfigOrBuilder

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 ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteBuffer data)
                                                                  throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(ByteBuffer data,
                                                                         com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                  throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(com.google.protobuf.ByteString data)
                                                                  throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(com.google.protobuf.ByteString data,
                                                                         com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                  throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(byte[] data)
                                                                  throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(byte[] data,
                                                                         com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                  throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

IOException

parseFrom

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(InputStream input,
                                                                         com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                  throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseDelimitedFrom(InputStream input,
                                                                                  com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                           throws IOException

Throws:

IOException

parseFrom

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(com.google.protobuf.CodedInputStream input)
                                                                  throws IOException

Throws:

IOException

parseFrom

public static ModelEvaluationSlice.Slice.SliceSpec.SliceConfig parseFrom(com.google.protobuf.CodedInputStream input,
                                                                         com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                  throws IOException

Throws:

IOException

newBuilderForType

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

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

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

newBuilder

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

toBuilder

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

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

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

parser

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

getParserForType

public com.google.protobuf.Parser<ModelEvaluationSlice.Slice.SliceSpec.SliceConfig> 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 ModelEvaluationSlice.Slice.SliceSpec.SliceConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder