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public static final class ModelEvaluationSlice.Builder extends GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder> 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.v1.ModelEvaluationSlice
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ModelEvaluationSlice.BuilderImplements
ModelEvaluationSliceOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Type | Description |
Descriptor |
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ModelEvaluationSlice.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Name | Description |
field | FieldDescriptor |
value | Object |
Type | Description |
ModelEvaluationSlice.Builder |
build()
public ModelEvaluationSlice build()
Type | Description |
ModelEvaluationSlice |
buildPartial()
public ModelEvaluationSlice buildPartial()
Type | Description |
ModelEvaluationSlice |
clear()
public ModelEvaluationSlice.Builder clear()
Type | Description |
ModelEvaluationSlice.Builder |
clearCreateTime()
public ModelEvaluationSlice.Builder clearCreateTime()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
ModelEvaluationSlice.Builder |
clearField(Descriptors.FieldDescriptor field)
public ModelEvaluationSlice.Builder clearField(Descriptors.FieldDescriptor field)
Name | Description |
field | FieldDescriptor |
Type | Description |
ModelEvaluationSlice.Builder |
clearMetrics()
public ModelEvaluationSlice.Builder clearMetrics()
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];
Type | Description |
ModelEvaluationSlice.Builder |
clearMetricsSchemaUri()
public ModelEvaluationSlice.Builder clearMetricsSchemaUri()
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];
Type | Description |
ModelEvaluationSlice.Builder | This builder for chaining. |
clearName()
public ModelEvaluationSlice.Builder clearName()
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
ModelEvaluationSlice.Builder | This builder for chaining. |
clearOneof(Descriptors.OneofDescriptor oneof)
public ModelEvaluationSlice.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Name | Description |
oneof | OneofDescriptor |
Type | Description |
ModelEvaluationSlice.Builder |
clearSlice()
public ModelEvaluationSlice.Builder clearSlice()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
ModelEvaluationSlice.Builder |
clone()
public ModelEvaluationSlice.Builder clone()
Type | Description |
ModelEvaluationSlice.Builder |
getCreateTime()
public Timestamp getCreateTime()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
Timestamp | The createTime. |
getCreateTimeBuilder()
public Timestamp.Builder getCreateTimeBuilder()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
Builder |
getCreateTimeOrBuilder()
public TimestampOrBuilder getCreateTimeOrBuilder()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
TimestampOrBuilder |
getDefaultInstanceForType()
public ModelEvaluationSlice getDefaultInstanceForType()
Type | Description |
ModelEvaluationSlice |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()
Type | Description |
Descriptor |
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];
Type | Description |
Value | The metrics. |
getMetricsBuilder()
public Value.Builder getMetricsBuilder()
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];
Type | Description |
Builder |
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];
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];
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];
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];
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];
Type | Description |
ByteString | The bytes for name. |
getSlice()
public ModelEvaluationSlice.Slice getSlice()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
ModelEvaluationSlice.Slice | The slice. |
getSliceBuilder()
public ModelEvaluationSlice.Slice.Builder getSliceBuilder()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
ModelEvaluationSlice.Slice.Builder |
getSliceOrBuilder()
public ModelEvaluationSlice.SliceOrBuilder getSliceOrBuilder()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
ModelEvaluationSlice.SliceOrBuilder |
hasCreateTime()
public boolean hasCreateTime()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
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];
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.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Type | Description |
boolean | Whether the slice field is set. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Type | Description |
boolean |
mergeCreateTime(Timestamp value)
public ModelEvaluationSlice.Builder mergeCreateTime(Timestamp value)
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
Name | Description |
value | Timestamp |
Type | Description |
ModelEvaluationSlice.Builder |
mergeFrom(ModelEvaluationSlice other)
public ModelEvaluationSlice.Builder mergeFrom(ModelEvaluationSlice other)
Name | Description |
other | ModelEvaluationSlice |
Type | Description |
ModelEvaluationSlice.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ModelEvaluationSlice.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
ModelEvaluationSlice.Builder |
Type | Description |
IOException |
mergeFrom(Message other)
public ModelEvaluationSlice.Builder mergeFrom(Message other)
Name | Description |
other | Message |
Type | Description |
ModelEvaluationSlice.Builder |
mergeMetrics(Value value)
public ModelEvaluationSlice.Builder mergeMetrics(Value value)
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];
Name | Description |
value | Value |
Type | Description |
ModelEvaluationSlice.Builder |
mergeSlice(ModelEvaluationSlice.Slice value)
public ModelEvaluationSlice.Builder mergeSlice(ModelEvaluationSlice.Slice value)
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Name | Description |
value | ModelEvaluationSlice.Slice |
Type | Description |
ModelEvaluationSlice.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ModelEvaluationSlice.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Name | Description |
unknownFields | UnknownFieldSet |
Type | Description |
ModelEvaluationSlice.Builder |
setCreateTime(Timestamp value)
public ModelEvaluationSlice.Builder setCreateTime(Timestamp value)
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
Name | Description |
value | Timestamp |
Type | Description |
ModelEvaluationSlice.Builder |
setCreateTime(Timestamp.Builder builderForValue)
public ModelEvaluationSlice.Builder setCreateTime(Timestamp.Builder builderForValue)
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
Name | Description |
builderForValue | Builder |
Type | Description |
ModelEvaluationSlice.Builder |
setField(Descriptors.FieldDescriptor field, Object value)
public ModelEvaluationSlice.Builder setField(Descriptors.FieldDescriptor field, Object value)
Name | Description |
field | FieldDescriptor |
value | Object |
Type | Description |
ModelEvaluationSlice.Builder |
setMetrics(Value value)
public ModelEvaluationSlice.Builder setMetrics(Value value)
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];
Name | Description |
value | Value |
Type | Description |
ModelEvaluationSlice.Builder |
setMetrics(Value.Builder builderForValue)
public ModelEvaluationSlice.Builder setMetrics(Value.Builder builderForValue)
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];
Name | Description |
builderForValue | Builder |
Type | Description |
ModelEvaluationSlice.Builder |
setMetricsSchemaUri(String value)
public ModelEvaluationSlice.Builder setMetricsSchemaUri(String value)
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];
Name | Description |
value | String The metricsSchemaUri to set. |
Type | Description |
ModelEvaluationSlice.Builder | This builder for chaining. |
setMetricsSchemaUriBytes(ByteString value)
public ModelEvaluationSlice.Builder setMetricsSchemaUriBytes(ByteString value)
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];
Name | Description |
value | ByteString The bytes for metricsSchemaUri to set. |
Type | Description |
ModelEvaluationSlice.Builder | This builder for chaining. |
setName(String value)
public ModelEvaluationSlice.Builder setName(String value)
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
Name | Description |
value | String The name to set. |
Type | Description |
ModelEvaluationSlice.Builder | This builder for chaining. |
setNameBytes(ByteString value)
public ModelEvaluationSlice.Builder setNameBytes(ByteString value)
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
Name | Description |
value | ByteString The bytes for name to set. |
Type | Description |
ModelEvaluationSlice.Builder | This builder for chaining. |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ModelEvaluationSlice.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Name | Description |
field | FieldDescriptor |
index | int |
value | Object |
Type | Description |
ModelEvaluationSlice.Builder |
setSlice(ModelEvaluationSlice.Slice value)
public ModelEvaluationSlice.Builder setSlice(ModelEvaluationSlice.Slice value)
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Name | Description |
value | ModelEvaluationSlice.Slice |
Type | Description |
ModelEvaluationSlice.Builder |
setSlice(ModelEvaluationSlice.Slice.Builder builderForValue)
public ModelEvaluationSlice.Builder setSlice(ModelEvaluationSlice.Slice.Builder builderForValue)
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Name | Description |
builderForValue | ModelEvaluationSlice.Slice.Builder |
Type | Description |
ModelEvaluationSlice.Builder |
setUnknownFields(UnknownFieldSet unknownFields)
public final ModelEvaluationSlice.Builder setUnknownFields(UnknownFieldSet unknownFields)
Name | Description |
unknownFields | UnknownFieldSet |
Type | Description |
ModelEvaluationSlice.Builder |