com.google.cloud.aiplatform.v1beta1

Class ModelEvaluation

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelEvaluation

All Implemented Interfaces:

ModelEvaluationOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class ModelEvaluation
extends com.google.protobuf.GeneratedMessageV3
implements ModelEvaluationOrBuilder

 A collection of metrics calculated by comparing Model's predictions on all of
 the test data against annotations from the test data.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelEvaluation

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelEvaluation.Builder A collection of metrics calculated by comparing Model's predictions on all of the test data against annotations from the test data.
static class	ModelEvaluation.ModelEvaluationExplanationSpec Protobuf type google.cloud.aiplatform.v1beta1.ModelEvaluation.ModelEvaluationExplanationSpec
static interface	ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, 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	CREATE_TIME_FIELD_NUMBER
static int	DISPLAY_NAME_FIELD_NUMBER
static int	EXPLANATION_SPECS_FIELD_NUMBER
static int	METADATA_FIELD_NUMBER
static int	METRICS_FIELD_NUMBER
static int	METRICS_SCHEMA_URI_FIELD_NUMBER
static int	MODEL_EXPLANATION_FIELD_NUMBER
static int	NAME_FIELD_NUMBER
static int	SLICE_DIMENSIONS_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.Timestamp	getCreateTime() Output only.
com.google.protobuf.TimestampOrBuilder	getCreateTimeOrBuilder() Output only.
static ModelEvaluation	getDefaultInstance()
ModelEvaluation	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
String	getDisplayName() The display name of the ModelEvaluation.
com.google.protobuf.ByteString	getDisplayNameBytes() The display name of the ModelEvaluation.
ModelEvaluation.ModelEvaluationExplanationSpec	getExplanationSpecs(int index) Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining the predicted values on the evaluated data.
int	getExplanationSpecsCount() Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining the predicted values on the evaluated data.
List<ModelEvaluation.ModelEvaluationExplanationSpec>	getExplanationSpecsList() Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining the predicted values on the evaluated data.
ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder	getExplanationSpecsOrBuilder(int index) Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining the predicted values on the evaluated data.
List<? extends ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder>	getExplanationSpecsOrBuilderList() Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining the predicted values on the evaluated data.
com.google.protobuf.Value	getMetadata() The metadata of the ModelEvaluation.
com.google.protobuf.ValueOrBuilder	getMetadataOrBuilder() The metadata of the ModelEvaluation.
com.google.protobuf.Value	getMetrics() Evaluation metrics of the Model.
com.google.protobuf.ValueOrBuilder	getMetricsOrBuilder() Evaluation metrics of the Model.
String	getMetricsSchemaUri() Points to a YAML file stored on Google Cloud Storage describing the [metrics][google.cloud.aiplatform.v1beta1.ModelEvaluation.metrics] of this ModelEvaluation.
com.google.protobuf.ByteString	getMetricsSchemaUriBytes() Points to a YAML file stored on Google Cloud Storage describing the [metrics][google.cloud.aiplatform.v1beta1.ModelEvaluation.metrics] of this ModelEvaluation.
ModelExplanation	getModelExplanation() Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses.
ModelExplanationOrBuilder	getModelExplanationOrBuilder() Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses.
String	getName() Output only.
com.google.protobuf.ByteString	getNameBytes() Output only.
com.google.protobuf.Parser<ModelEvaluation>	getParserForType()
int	getSerializedSize()
String	getSliceDimensions(int index) All possible [dimensions][ModelEvaluationSlice.slice.dimension] of ModelEvaluationSlices.
com.google.protobuf.ByteString	getSliceDimensionsBytes(int index) All possible [dimensions][ModelEvaluationSlice.slice.dimension] of ModelEvaluationSlices.
int	getSliceDimensionsCount() All possible [dimensions][ModelEvaluationSlice.slice.dimension] of ModelEvaluationSlices.
com.google.protobuf.ProtocolStringList	getSliceDimensionsList() All possible [dimensions][ModelEvaluationSlice.slice.dimension] of ModelEvaluationSlices.
com.google.protobuf.UnknownFieldSet	getUnknownFields()
boolean	hasCreateTime() Output only.
int	hashCode()
boolean	hasMetadata() The metadata of the ModelEvaluation.
boolean	hasMetrics() Evaluation metrics of the Model.
boolean	hasModelExplanation() Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelEvaluation.Builder	newBuilder()
static ModelEvaluation.Builder	newBuilder(ModelEvaluation prototype)
ModelEvaluation.Builder	newBuilderForType()
protected ModelEvaluation.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelEvaluation	parseDelimitedFrom(InputStream input)
static ModelEvaluation	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation	parseFrom(byte[] data)
static ModelEvaluation	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation	parseFrom(ByteBuffer data)
static ModelEvaluation	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation	parseFrom(com.google.protobuf.ByteString data)
static ModelEvaluation	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelEvaluation	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelEvaluation	parseFrom(InputStream input)
static ModelEvaluation	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelEvaluation>	parser()
ModelEvaluation.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, 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, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

NAME_FIELD_NUMBER

public static final int NAME_FIELD_NUMBER

See Also:

Constant Field Values

DISPLAY_NAME_FIELD_NUMBER

public static final int DISPLAY_NAME_FIELD_NUMBER

See Also:

Constant Field Values

METRICS_SCHEMA_URI_FIELD_NUMBER

public static final int METRICS_SCHEMA_URI_FIELD_NUMBER

See Also:

Constant Field Values

METRICS_FIELD_NUMBER

public static final int METRICS_FIELD_NUMBER

See Also:

Constant Field Values

CREATE_TIME_FIELD_NUMBER

public static final int CREATE_TIME_FIELD_NUMBER

See Also:

Constant Field Values

SLICE_DIMENSIONS_FIELD_NUMBER

public static final int SLICE_DIMENSIONS_FIELD_NUMBER

See Also:

Constant Field Values

MODEL_EXPLANATION_FIELD_NUMBER

public static final int MODEL_EXPLANATION_FIELD_NUMBER

See Also:

Constant Field Values

EXPLANATION_SPECS_FIELD_NUMBER

public static final int EXPLANATION_SPECS_FIELD_NUMBER

See Also:

Constant Field Values

METADATA_FIELD_NUMBER

public static final int METADATA_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

getUnknownFields

public final com.google.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface com.google.protobuf.MessageOrBuilder

Overrides:

getUnknownFields 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

getName

public String getName()

 Output only. The resource name of the ModelEvaluation.
 

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

Specified by:

getName in interface ModelEvaluationOrBuilder

Returns:

The name.

getNameBytes

public com.google.protobuf.ByteString getNameBytes()

 Output only. The resource name of the ModelEvaluation.
 

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

Specified by:

getNameBytes in interface ModelEvaluationOrBuilder

Returns:

The bytes for name.

getDisplayName

public String getDisplayName()

 The display name of the ModelEvaluation.
 

string display_name = 10;

Specified by:

getDisplayName in interface ModelEvaluationOrBuilder

Returns:

The displayName.

getDisplayNameBytes

public com.google.protobuf.ByteString getDisplayNameBytes()

 The display name of the ModelEvaluation.
 

string display_name = 10;

Specified by:

getDisplayNameBytes in interface ModelEvaluationOrBuilder

Returns:

The bytes for displayName.

getMetricsSchemaUri

public String getMetricsSchemaUri()

 Points to a YAML file stored on Google Cloud Storage describing the
 [metrics][google.cloud.aiplatform.v1beta1.ModelEvaluation.metrics] of this ModelEvaluation. The schema is
 defined as an OpenAPI 3.0.2 [Schema
 Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
 

string metrics_schema_uri = 2;

Specified by:

getMetricsSchemaUri in interface ModelEvaluationOrBuilder

Returns:

The metricsSchemaUri.

getMetricsSchemaUriBytes

public com.google.protobuf.ByteString getMetricsSchemaUriBytes()

 Points to a YAML file stored on Google Cloud Storage describing the
 [metrics][google.cloud.aiplatform.v1beta1.ModelEvaluation.metrics] of this ModelEvaluation. The schema is
 defined as an OpenAPI 3.0.2 [Schema
 Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
 

string metrics_schema_uri = 2;

Specified by:

getMetricsSchemaUriBytes in interface ModelEvaluationOrBuilder

Returns:

The bytes for metricsSchemaUri.

hasMetrics

public boolean hasMetrics()

 Evaluation metrics of the Model. The schema of the metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1beta1.ModelEvaluation.metrics_schema_uri]
 

.google.protobuf.Value metrics = 3;

Specified by:

hasMetrics in interface ModelEvaluationOrBuilder

Returns:

Whether the metrics field is set.

getMetrics

public com.google.protobuf.Value getMetrics()

 Evaluation metrics of the Model. The schema of the metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1beta1.ModelEvaluation.metrics_schema_uri]
 

.google.protobuf.Value metrics = 3;

Specified by:

getMetrics in interface ModelEvaluationOrBuilder

Returns:

The metrics.

getMetricsOrBuilder

public com.google.protobuf.ValueOrBuilder getMetricsOrBuilder()

 Evaluation metrics of the Model. The schema of the metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1beta1.ModelEvaluation.metrics_schema_uri]
 

.google.protobuf.Value metrics = 3;

Specified by:

getMetricsOrBuilder in interface ModelEvaluationOrBuilder

hasCreateTime

public boolean hasCreateTime()

 Output only. Timestamp when this ModelEvaluation was created.
 

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

hasCreateTime in interface ModelEvaluationOrBuilder

Returns:

Whether the createTime field is set.

getCreateTime

public com.google.protobuf.Timestamp getCreateTime()

 Output only. Timestamp when this ModelEvaluation was created.
 

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getCreateTime in interface ModelEvaluationOrBuilder

Returns:

The createTime.

getCreateTimeOrBuilder

public com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()

 Output only. Timestamp when this ModelEvaluation was created.
 

.google.protobuf.Timestamp create_time = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

Specified by:

getCreateTimeOrBuilder in interface ModelEvaluationOrBuilder

getSliceDimensionsList

public com.google.protobuf.ProtocolStringList getSliceDimensionsList()

 All possible [dimensions][ModelEvaluationSlice.slice.dimension] of
 ModelEvaluationSlices. The dimensions can be used as the filter of the
 [ModelService.ListModelEvaluationSlices][google.cloud.aiplatform.v1beta1.ModelService.ListModelEvaluationSlices] request, in the form of
 `slice.dimension = <dimension>`.
 

repeated string slice_dimensions = 5;

Specified by:

getSliceDimensionsList in interface ModelEvaluationOrBuilder

Returns:

A list containing the sliceDimensions.

getSliceDimensionsCount

public int getSliceDimensionsCount()

 All possible [dimensions][ModelEvaluationSlice.slice.dimension] of
 ModelEvaluationSlices. The dimensions can be used as the filter of the
 [ModelService.ListModelEvaluationSlices][google.cloud.aiplatform.v1beta1.ModelService.ListModelEvaluationSlices] request, in the form of
 `slice.dimension = <dimension>`.
 

repeated string slice_dimensions = 5;

Specified by:

getSliceDimensionsCount in interface ModelEvaluationOrBuilder

Returns:

The count of sliceDimensions.

getSliceDimensions

public String getSliceDimensions(int index)

 All possible [dimensions][ModelEvaluationSlice.slice.dimension] of
 ModelEvaluationSlices. The dimensions can be used as the filter of the
 [ModelService.ListModelEvaluationSlices][google.cloud.aiplatform.v1beta1.ModelService.ListModelEvaluationSlices] request, in the form of
 `slice.dimension = <dimension>`.
 

repeated string slice_dimensions = 5;

Specified by:

getSliceDimensions in interface ModelEvaluationOrBuilder

Parameters:

index - The index of the element to return.

Returns:

The sliceDimensions at the given index.

getSliceDimensionsBytes

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

 All possible [dimensions][ModelEvaluationSlice.slice.dimension] of
 ModelEvaluationSlices. The dimensions can be used as the filter of the
 [ModelService.ListModelEvaluationSlices][google.cloud.aiplatform.v1beta1.ModelService.ListModelEvaluationSlices] request, in the form of
 `slice.dimension = <dimension>`.
 

repeated string slice_dimensions = 5;

Specified by:

getSliceDimensionsBytes in interface ModelEvaluationOrBuilder

Parameters:

index - The index of the value to return.

Returns:

The bytes of the sliceDimensions at the given index.

hasModelExplanation

public boolean hasModelExplanation()

 Aggregated explanation metrics for the Model's prediction output over the
 data this ModelEvaluation uses. This field is populated only if the Model
 is evaluated with explanations, and only for AutoML tabular Models.
 

.google.cloud.aiplatform.v1beta1.ModelExplanation model_explanation = 8;

Specified by:

hasModelExplanation in interface ModelEvaluationOrBuilder

Returns:

Whether the modelExplanation field is set.

getModelExplanation

public ModelExplanation getModelExplanation()

 Aggregated explanation metrics for the Model's prediction output over the
 data this ModelEvaluation uses. This field is populated only if the Model
 is evaluated with explanations, and only for AutoML tabular Models.
 

.google.cloud.aiplatform.v1beta1.ModelExplanation model_explanation = 8;

Specified by:

getModelExplanation in interface ModelEvaluationOrBuilder

Returns:

The modelExplanation.

getModelExplanationOrBuilder

public ModelExplanationOrBuilder getModelExplanationOrBuilder()

 Aggregated explanation metrics for the Model's prediction output over the
 data this ModelEvaluation uses. This field is populated only if the Model
 is evaluated with explanations, and only for AutoML tabular Models.
 

.google.cloud.aiplatform.v1beta1.ModelExplanation model_explanation = 8;

Specified by:

getModelExplanationOrBuilder in interface ModelEvaluationOrBuilder

getExplanationSpecsList

public List<ModelEvaluation.ModelEvaluationExplanationSpec> getExplanationSpecsList()

 Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining
 the predicted values on the evaluated data.
 

repeated .google.cloud.aiplatform.v1beta1.ModelEvaluation.ModelEvaluationExplanationSpec explanation_specs = 9;

Specified by:

getExplanationSpecsList in interface ModelEvaluationOrBuilder

getExplanationSpecsOrBuilderList

public List<? extends ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder> getExplanationSpecsOrBuilderList()

 Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining
 the predicted values on the evaluated data.
 

repeated .google.cloud.aiplatform.v1beta1.ModelEvaluation.ModelEvaluationExplanationSpec explanation_specs = 9;

Specified by:

getExplanationSpecsOrBuilderList in interface ModelEvaluationOrBuilder

getExplanationSpecsCount

public int getExplanationSpecsCount()

 Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining
 the predicted values on the evaluated data.
 

repeated .google.cloud.aiplatform.v1beta1.ModelEvaluation.ModelEvaluationExplanationSpec explanation_specs = 9;

Specified by:

getExplanationSpecsCount in interface ModelEvaluationOrBuilder

getExplanationSpecs

public ModelEvaluation.ModelEvaluationExplanationSpec getExplanationSpecs(int index)

 Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining
 the predicted values on the evaluated data.
 

repeated .google.cloud.aiplatform.v1beta1.ModelEvaluation.ModelEvaluationExplanationSpec explanation_specs = 9;

Specified by:

getExplanationSpecs in interface ModelEvaluationOrBuilder

getExplanationSpecsOrBuilder

public ModelEvaluation.ModelEvaluationExplanationSpecOrBuilder getExplanationSpecsOrBuilder(int index)

 Describes the values of [ExplanationSpec][google.cloud.aiplatform.v1beta1.ExplanationSpec] that are used for explaining
 the predicted values on the evaluated data.
 

repeated .google.cloud.aiplatform.v1beta1.ModelEvaluation.ModelEvaluationExplanationSpec explanation_specs = 9;

Specified by:

getExplanationSpecsOrBuilder in interface ModelEvaluationOrBuilder

hasMetadata

public boolean hasMetadata()

 The metadata of the ModelEvaluation.
 For the ModelEvaluation uploaded from Managed Pipeline, metadata contains a
 structured value with keys of "pipeline_job_id", "evaluation_dataset_type",
 "evaluation_dataset_path".
 

.google.protobuf.Value metadata = 11;

Specified by:

hasMetadata in interface ModelEvaluationOrBuilder

Returns:

Whether the metadata field is set.

getMetadata

public com.google.protobuf.Value getMetadata()

 The metadata of the ModelEvaluation.
 For the ModelEvaluation uploaded from Managed Pipeline, metadata contains a
 structured value with keys of "pipeline_job_id", "evaluation_dataset_type",
 "evaluation_dataset_path".
 

.google.protobuf.Value metadata = 11;

Specified by:

getMetadata in interface ModelEvaluationOrBuilder

Returns:

The metadata.

getMetadataOrBuilder

public com.google.protobuf.ValueOrBuilder getMetadataOrBuilder()

 The metadata of the ModelEvaluation.
 For the ModelEvaluation uploaded from Managed Pipeline, metadata contains a
 structured value with keys of "pipeline_job_id", "evaluation_dataset_type",
 "evaluation_dataset_path".
 

.google.protobuf.Value metadata = 11;

Specified by:

getMetadataOrBuilder in interface ModelEvaluationOrBuilder

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 parseFrom(ByteBuffer data)
                                 throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelEvaluation parseFrom(InputStream input)
                                 throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelEvaluation parseDelimitedFrom(InputStream input)
                                          throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelEvaluation.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelEvaluation.Builder newBuilder()

newBuilder

public static ModelEvaluation.Builder newBuilder(ModelEvaluation prototype)

toBuilder

public ModelEvaluation.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelEvaluation getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder