Package com.google.cloud.aiplatform.v1

Class ModelEvaluationSlice.Builder

java.lang.Object
com.google.protobuf.AbstractMessageLite.Builder
com.google.protobuf.AbstractMessage.Builder<BuilderT>
com.google.protobuf.GeneratedMessage.Builder<ModelEvaluationSlice.Builder>
com.google.cloud.aiplatform.v1.ModelEvaluationSlice.Builder
All Implemented Interfaces:
ModelEvaluationSliceOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable
Enclosing class:
ModelEvaluationSlice
public static final class ModelEvaluationSlice.Builder extends com.google.protobuf.GeneratedMessage.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

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage.Builder<ModelEvaluationSlice.Builder>

    • clear

      public ModelEvaluationSlice.Builder clear()
      Specified by:
      clear in interface com.google.protobuf.Message.Builder
      Specified by:
      clear in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      clear in class com.google.protobuf.GeneratedMessage.Builder<ModelEvaluationSlice.Builder>

    • getDescriptorForType

      public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
      Specified by:
      getDescriptorForType in interface com.google.protobuf.Message.Builder
      Specified by:
      getDescriptorForType in interface com.google.protobuf.MessageOrBuilder
      Overrides:
      getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<ModelEvaluationSlice.Builder>

    • getDefaultInstanceForType

      public ModelEvaluationSlice getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

    • build

      public ModelEvaluationSlice build()
      Specified by:
      build in interface com.google.protobuf.Message.Builder
      Specified by:
      build in interface com.google.protobuf.MessageLite.Builder

    • buildPartial

      public ModelEvaluationSlice buildPartial()
      Specified by:
      buildPartial in interface com.google.protobuf.Message.Builder
      Specified by:
      buildPartial in interface com.google.protobuf.MessageLite.Builder

    • mergeFrom

      public ModelEvaluationSlice.Builder mergeFrom(com.google.protobuf.Message other)
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelEvaluationSlice.Builder>

    • mergeFrom

      public ModelEvaluationSlice.Builder mergeFrom(ModelEvaluationSlice other)

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage.Builder<ModelEvaluationSlice.Builder>

    • mergeFrom

      public ModelEvaluationSlice.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Specified by:
      mergeFrom in interface com.google.protobuf.Message.Builder
      Specified by:
      mergeFrom in interface com.google.protobuf.MessageLite.Builder
      Overrides:
      mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelEvaluationSlice.Builder>
      Throws:
      IOException

    • getName

      public String getName()
       Output only. The resource name of the ModelEvaluationSlice.
      string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getName in interface ModelEvaluationSliceOrBuilder
      Returns:
      The name.

    • getNameBytes

      public com.google.protobuf.ByteString getNameBytes()
       Output only. The resource name of the ModelEvaluationSlice.
      string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getNameBytes in interface ModelEvaluationSliceOrBuilder
      Returns:
      The bytes for name.

    • setName

      public ModelEvaluationSlice.Builder setName(String value)
       Output only. The resource name of the ModelEvaluationSlice.
      string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Parameters:
      value - The name to set.
      Returns:
      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];
      Returns:
      This builder for chaining.

    • setNameBytes

      public ModelEvaluationSlice.Builder setNameBytes(com.google.protobuf.ByteString value)
       Output only. The resource name of the ModelEvaluationSlice.
      string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Parameters:
      value - The bytes for name to set.
      Returns:
      This builder for chaining.

    • 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];
      Specified by:
      hasSlice in interface ModelEvaluationSliceOrBuilder
      Returns:
      Whether the slice field is set.

    • 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];
      Specified by:
      getSlice in interface ModelEvaluationSliceOrBuilder
      Returns:
      The slice.

    • setSlice

      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];

    • setSlice

      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];

    • mergeSlice

      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];

    • 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];

    • 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];

    • 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];
      Specified by:
      getSliceOrBuilder in interface ModelEvaluationSliceOrBuilder

    • getMetricsSchemaUri

      public String getMetricsSchemaUri()
       Output only. Points to a YAML file stored on Google Cloud Storage
 describing the
 [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this
 ModelEvaluationSlice. 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 = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getMetricsSchemaUri in interface ModelEvaluationSliceOrBuilder
      Returns:
      The metricsSchemaUri.

    • getMetricsSchemaUriBytes

      public com.google.protobuf.ByteString getMetricsSchemaUriBytes()
       Output only. Points to a YAML file stored on Google Cloud Storage
 describing the
 [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this
 ModelEvaluationSlice. 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 = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getMetricsSchemaUriBytes in interface ModelEvaluationSliceOrBuilder
      Returns:
      The bytes for metricsSchemaUri.

    • setMetricsSchemaUri

      public ModelEvaluationSlice.Builder setMetricsSchemaUri(String value)
       Output only. Points to a YAML file stored on Google Cloud Storage
 describing the
 [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this
 ModelEvaluationSlice. 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 = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Parameters:
      value - The metricsSchemaUri to set.
      Returns:
      This builder for chaining.

    • clearMetricsSchemaUri

      public ModelEvaluationSlice.Builder clearMetricsSchemaUri()
       Output only. Points to a YAML file stored on Google Cloud Storage
 describing the
 [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this
 ModelEvaluationSlice. 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 = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Returns:
      This builder for chaining.

    • setMetricsSchemaUriBytes

      public ModelEvaluationSlice.Builder setMetricsSchemaUriBytes(com.google.protobuf.ByteString value)
       Output only. Points to a YAML file stored on Google Cloud Storage
 describing the
 [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this
 ModelEvaluationSlice. 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 = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Parameters:
      value - The bytes for metricsSchemaUri to set.
      Returns:
      This builder for chaining.

    • hasMetrics

      public boolean hasMetrics()
       Output only. Sliced evaluation metrics of the Model. The schema of the
 metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
      .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasMetrics in interface ModelEvaluationSliceOrBuilder
      Returns:
      Whether the metrics field is set.

    • getMetrics

      public com.google.protobuf.Value getMetrics()
       Output only. Sliced evaluation metrics of the Model. The schema of the
 metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
      .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getMetrics in interface ModelEvaluationSliceOrBuilder
      Returns:
      The metrics.

    • setMetrics

      public ModelEvaluationSlice.Builder setMetrics(com.google.protobuf.Value value)
       Output only. Sliced evaluation metrics of the Model. The schema of the
 metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
      .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • setMetrics

      public ModelEvaluationSlice.Builder setMetrics(com.google.protobuf.Value.Builder builderForValue)
       Output only. Sliced evaluation metrics of the Model. The schema of the
 metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
      .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • mergeMetrics

      public ModelEvaluationSlice.Builder mergeMetrics(com.google.protobuf.Value value)
       Output only. Sliced evaluation metrics of the Model. The schema of the
 metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
      .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • 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.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
      .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • getMetricsBuilder

      public com.google.protobuf.Value.Builder getMetricsBuilder()
       Output only. Sliced evaluation metrics of the Model. The schema of the
 metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
      .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • getMetricsOrBuilder

      public com.google.protobuf.ValueOrBuilder getMetricsOrBuilder()
       Output only. Sliced evaluation metrics of the Model. The schema of the
 metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
      .google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getMetricsOrBuilder in interface ModelEvaluationSliceOrBuilder

    • hasCreateTime

      public boolean hasCreateTime()
       Output only. Timestamp when this ModelEvaluationSlice was created.
      .google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasCreateTime in interface ModelEvaluationSliceOrBuilder
      Returns:
      Whether the createTime field is set.

    • getCreateTime

      public com.google.protobuf.Timestamp getCreateTime()
       Output only. Timestamp when this ModelEvaluationSlice was created.
      .google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getCreateTime in interface ModelEvaluationSliceOrBuilder
      Returns:
      The createTime.

    • setCreateTime

      public ModelEvaluationSlice.Builder setCreateTime(com.google.protobuf.Timestamp value)
       Output only. Timestamp when this ModelEvaluationSlice was created.
      .google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • setCreateTime

      public ModelEvaluationSlice.Builder setCreateTime(com.google.protobuf.Timestamp.Builder builderForValue)
       Output only. Timestamp when this ModelEvaluationSlice was created.
      .google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • mergeCreateTime

      public ModelEvaluationSlice.Builder mergeCreateTime(com.google.protobuf.Timestamp value)
       Output only. Timestamp when this ModelEvaluationSlice was created.
      .google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • 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];

    • getCreateTimeBuilder

      public com.google.protobuf.Timestamp.Builder getCreateTimeBuilder()
       Output only. Timestamp when this ModelEvaluationSlice was created.
      .google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • getCreateTimeOrBuilder

      public com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()
       Output only. Timestamp when this ModelEvaluationSlice was created.
      .google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getCreateTimeOrBuilder in interface ModelEvaluationSliceOrBuilder

    • hasModelExplanation

      public boolean hasModelExplanation()
       Output only. 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 tabular
 Models.
      .google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      hasModelExplanation in interface ModelEvaluationSliceOrBuilder
      Returns:
      Whether the modelExplanation field is set.

    • getModelExplanation

      public ModelExplanation getModelExplanation()
       Output only. 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 tabular
 Models.
      .google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getModelExplanation in interface ModelEvaluationSliceOrBuilder
      Returns:
      The modelExplanation.

    • setModelExplanation

      public ModelEvaluationSlice.Builder setModelExplanation(ModelExplanation value)
       Output only. 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 tabular
 Models.
      .google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • setModelExplanation

      public ModelEvaluationSlice.Builder setModelExplanation(ModelExplanation.Builder builderForValue)
       Output only. 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 tabular
 Models.
      .google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • mergeModelExplanation

      public ModelEvaluationSlice.Builder mergeModelExplanation(ModelExplanation value)
       Output only. 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 tabular
 Models.
      .google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • clearModelExplanation

      public ModelEvaluationSlice.Builder clearModelExplanation()
       Output only. 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 tabular
 Models.
      .google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • getModelExplanationBuilder

      public ModelExplanation.Builder getModelExplanationBuilder()
       Output only. 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 tabular
 Models.
      .google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

    • getModelExplanationOrBuilder

      public ModelExplanationOrBuilder getModelExplanationOrBuilder()
       Output only. 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 tabular
 Models.
      .google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
      Specified by:
      getModelExplanationOrBuilder in interface ModelEvaluationSliceOrBuilder