ExplainRequest class final

Request message for PredictionService.Explain.

Inheritance
  • Object
  • ProtoMessage
  • ExplainRequest

Constructors

ExplainRequest({required String endpoint, required List<Value> instances, Value? parameters, ExplanationSpecOverride? explanationSpecOverride, Map<String, ExplanationSpecOverride> concurrentExplanationSpecOverride = const {}, String deployedModelId = ''})
ExplainRequest.fromJson(Map<String, dynamic> json)
factory

Properties

concurrentExplanationSpecOverride → Map<String, ExplanationSpecOverride>
Optional. This field is the same as the one above, but supports multiple explanations to occur in parallel. The key can be any string. Each override will be run against the model, then its explanations will be grouped together.
final
deployedModelId → String
If specified, this ExplainRequest will be served by the chosen DeployedModel, overriding Endpoint.traffic_split.
final
endpoint → String
Required. The name of the Endpoint requested to serve the explanation. Format: projects/{project}/locations/{location}/endpoints/{endpoint}
final
explanationSpecOverride → ExplanationSpecOverride?
If specified, overrides the explanation_spec of the DeployedModel. Can be used for explaining prediction results with different configurations, such as:
final
hashCode → int
The hash code for this object.
no setterinherited
instances → List<Value>
Required. The instances that are the input to the explanation call. A DeployedModel may have an upper limit on the number of instances it supports per request, and when it is exceeded the explanation call errors in case of AutoML Models, or, in case of customer created Models, the behaviour is as documented by that Model. The schema of any single instance may be specified via Endpoint's DeployedModels' google.cloud.aiplatform.v1beta1.DeployedModel.model google.cloud.aiplatform.v1beta1.Model.predict_schemata instance_schema_uri.
final
parameters → Value?
The parameters that govern the prediction. The schema of the parameters may be specified via Endpoint's DeployedModels' google.cloud.aiplatform.v1beta1.DeployedModel.model google.cloud.aiplatform.v1beta1.Model.predict_schemata parameters_schema_uri.
final
qualifiedName → String
The fully qualified name of this message, i.e., google.protobuf.Duration or google.rpc.ErrorInfo.
finalinherited
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited

Methods

noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
toJson() → Object
override
toString() → String
A string representation of this object.
override

Operators

operator ==(Object other) → bool
The equality operator.
inherited

Constants

fullyQualifiedName → const String