com.google.cloud.aiplatform.v1beta1

Interface ModelEvaluationSliceOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

ModelEvaluationSlice, ModelEvaluationSlice.Builder

public interface ModelEvaluationSliceOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
com.google.protobuf.Timestamp	getCreateTime() Output only.
com.google.protobuf.TimestampOrBuilder	getCreateTimeOrBuilder() Output only.
com.google.protobuf.Value	getMetrics() Output only.
com.google.protobuf.ValueOrBuilder	getMetricsOrBuilder() Output only.
String	getMetricsSchemaUri() Output only.
com.google.protobuf.ByteString	getMetricsSchemaUriBytes() Output only.
ModelExplanation	getModelExplanation() Output only.
ModelExplanationOrBuilder	getModelExplanationOrBuilder() Output only.
String	getName() Output only.
com.google.protobuf.ByteString	getNameBytes() Output only.
ModelEvaluationSlice.Slice	getSlice() Output only.
ModelEvaluationSlice.SliceOrBuilder	getSliceOrBuilder() Output only.
boolean	hasCreateTime() Output only.
boolean	hasMetrics() Output only.
boolean	hasModelExplanation() Output only.
boolean	hasSlice() Output only.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getName

String getName()

 Output only. The resource name of the ModelEvaluationSlice.
 

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

Returns:

The name.

getNameBytes

com.google.protobuf.ByteString getNameBytes()

 Output only. The resource name of the ModelEvaluationSlice.
 

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

Returns:

The bytes for name.

hasSlice

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:

Whether the slice field is set.

getSlice

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:

The slice.

getSliceOrBuilder

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];

getMetricsSchemaUri

String getMetricsSchemaUri()

 Output only. Points to a YAML file stored on Google Cloud Storage
 describing the
 [metrics][google.cloud.aiplatform.v1beta1.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:

The metricsSchemaUri.

getMetricsSchemaUriBytes

com.google.protobuf.ByteString getMetricsSchemaUriBytes()

 Output only. Points to a YAML file stored on Google Cloud Storage
 describing the
 [metrics][google.cloud.aiplatform.v1beta1.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:

The bytes for metricsSchemaUri.

hasMetrics

boolean hasMetrics()

 Output only. Sliced evaluation metrics of the Model. The schema of the
 metrics is stored in
 [metrics_schema_uri][google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.metrics_schema_uri]
 

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

Returns:

Whether the metrics field is set.

getMetrics

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.v1beta1.ModelEvaluationSlice.metrics_schema_uri]
 

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

Returns:

The metrics.

getMetricsOrBuilder

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.v1beta1.ModelEvaluationSlice.metrics_schema_uri]
 

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

hasCreateTime

boolean hasCreateTime()

 Output only. Timestamp when this ModelEvaluationSlice was created.
 

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

Returns:

Whether the createTime field is set.

getCreateTime

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];

Returns:

The createTime.

getCreateTimeOrBuilder

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];

hasModelExplanation

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.v1beta1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns:

Whether the modelExplanation field is set.

getModelExplanation

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.v1beta1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];

Returns:

The modelExplanation.

getModelExplanationOrBuilder

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.v1beta1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];