Class ModelEvaluationSlice (3.12.0)

public final class ModelEvaluationSlice extends GeneratedMessageV3 implements ModelEvaluationSliceOrBuilder

A collection of metrics calculated by comparing Model's predictions on a slice of the test data against ground truth annotations.

Protobuf type google.cloud.aiplatform.v1beta1.ModelEvaluationSlice

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelEvaluationSlice

Implements

ModelEvaluationSliceOrBuilder

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)

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)

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)

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

CREATE_TIME_FIELD_NUMBER

public static final int CREATE_TIME_FIELD_NUMBER

Field Value

Type	Description
`int`

METRICS_FIELD_NUMBER

public static final int METRICS_FIELD_NUMBER

Field Value

Type	Description
`int`

METRICS_SCHEMA_URI_FIELD_NUMBER

public static final int METRICS_SCHEMA_URI_FIELD_NUMBER

Field Value

Type	Description
`int`

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER

Field Value

Type	Description
`int`

SLICE_FIELD_NUMBER

public static final int SLICE_FIELD_NUMBER

Field Value

Type	Description
`int`

Static Methods

getDefaultInstance()

public static ModelEvaluationSlice getDefaultInstance()

Returns

Type	Description
`ModelEvaluationSlice`

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
`Descriptor`

newBuilder()

public static ModelEvaluationSlice.Builder newBuilder()

Returns

Type	Description
`ModelEvaluationSlice.Builder`

newBuilder(ModelEvaluationSlice prototype)

public static ModelEvaluationSlice.Builder newBuilder(ModelEvaluationSlice prototype)

Parameter

Name	Description
`prototype`	`ModelEvaluationSlice`

Returns

Type	Description
`ModelEvaluationSlice.Builder`

parseDelimitedFrom(InputStream input)

public static ModelEvaluationSlice parseDelimitedFrom(InputStream input)

Parameter

Name	Description
`input`	`InputStream`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`IOException`

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`IOException`

parseFrom(byte[] data)

public static ModelEvaluationSlice parseFrom(byte[] data)

Parameter

Name	Description
`data`	`byte[]`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`data`	`byte[]`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data)

public static ModelEvaluationSlice parseFrom(ByteString data)

Parameter

Name	Description
`data`	`ByteString`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`data`	`ByteString`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(CodedInputStream input)

public static ModelEvaluationSlice parseFrom(CodedInputStream input)

Parameter

Name	Description
`input`	`CodedInputStream`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`IOException`

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`input`	`CodedInputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`IOException`

parseFrom(InputStream input)

public static ModelEvaluationSlice parseFrom(InputStream input)

Parameter

Name	Description
`input`	`InputStream`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`IOException`

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`input`	`InputStream`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`IOException`

parseFrom(ByteBuffer data)

public static ModelEvaluationSlice parseFrom(ByteBuffer data)

Parameter

Name	Description
`data`	`ByteBuffer`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelEvaluationSlice parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
`data`	`ByteBuffer`
`extensionRegistry`	`ExtensionRegistryLite`

Returns

Type	Description
`ModelEvaluationSlice`

Exceptions

Type	Description
`InvalidProtocolBufferException`

parser()

public static Parser<ModelEvaluationSlice> parser()

Returns

Type	Description
`Parser<ModelEvaluationSlice>`

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter

Name	Description
`obj`	`Object`

Returns

Type	Description
`boolean`

Overrides

AbstractMessage.equals(Object other)

getCreateTime()

public Timestamp getCreateTime()

Output only. Timestamp when this ModelEvaluationSlice was created.

.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`Timestamp`	The createTime.

getCreateTimeOrBuilder()

public TimestampOrBuilder getCreateTimeOrBuilder()

Output only. Timestamp when this ModelEvaluationSlice was created.

.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`TimestampOrBuilder`

getDefaultInstanceForType()

public ModelEvaluationSlice getDefaultInstanceForType()

Returns

Type	Description
`ModelEvaluationSlice`

getMetrics()

public Value getMetrics()

Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri

.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`Value`	The metrics.

getMetricsOrBuilder()

public ValueOrBuilder getMetricsOrBuilder()

Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri

.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`ValueOrBuilder`

getMetricsSchemaUri()

public String getMetricsSchemaUri()

Output only. Points to a YAML file stored on Google Cloud Storage describing the metrics of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object.

string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`String`	The metricsSchemaUri.

getMetricsSchemaUriBytes()

public ByteString getMetricsSchemaUriBytes()

Output only. Points to a YAML file stored on Google Cloud Storage describing the metrics of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 Schema Object.

string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`ByteString`	The bytes for metricsSchemaUri.

getName()

public String getName()

Output only. The resource name of the ModelEvaluationSlice.

string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`String`	The name.

getNameBytes()

public ByteString getNameBytes()

Output only. The resource name of the ModelEvaluationSlice.

string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`ByteString`	The bytes for name.

getParserForType()

public Parser<ModelEvaluationSlice> getParserForType()

Returns

Type	Description
`Parser<ModelEvaluationSlice>`

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns

Type	Description
`int`

Overrides

GeneratedMessageV3.getSerializedSize()

getSlice()

public ModelEvaluationSlice.Slice getSlice()

Output only. The slice of the test data that is used to evaluate the Model.

.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`ModelEvaluationSlice.Slice`	The slice.

getSliceOrBuilder()

public ModelEvaluationSlice.SliceOrBuilder getSliceOrBuilder()

Output only. The slice of the test data that is used to evaluate the Model.

.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`ModelEvaluationSlice.SliceOrBuilder`

getUnknownFields()

public final UnknownFieldSet getUnknownFields()

Returns

Type	Description
`UnknownFieldSet`

Overrides

GeneratedMessageV3.getUnknownFields()

hasCreateTime()

public boolean hasCreateTime()

Output only. Timestamp when this ModelEvaluationSlice was created.

.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`boolean`	Whether the createTime field is set.

hasMetrics()

public boolean hasMetrics()

Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in metrics_schema_uri

.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`boolean`	Whether the metrics field is set.

hasSlice()

public boolean hasSlice()

Output only. The slice of the test data that is used to evaluate the Model.

.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns

Type	Description
`boolean`	Whether the slice 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.Builder newBuilderForType()

Returns

Type	Description
`ModelEvaluationSlice.Builder`

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelEvaluationSlice.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter

Name	Description
`parent`	`BuilderParent`

Returns

Type	Description
`ModelEvaluationSlice.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.Builder toBuilder()

Returns

Type	Description
`ModelEvaluationSlice.Builder`

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter

Name	Description
`output`	`CodedOutputStream`

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions

Type	Description
`IOException`