GoogleCloudAiplatformV1BatchPredictionJob class

A job that uses a Model to produce predictions on multiple input instances.

If predictions for significant portion of the instances fail, the job may finish without attempting predictions for all remaining instances.

Constructors

GoogleCloudAiplatformV1BatchPredictionJob({GoogleCloudAiplatformV1CompletionStats? completionStats, String? createTime, GoogleCloudAiplatformV1BatchDedicatedResources? dedicatedResources, bool? disableContainerLogging, String? displayName, GoogleCloudAiplatformV1EncryptionSpec? encryptionSpec, String? endTime, GoogleRpcStatus? error, GoogleCloudAiplatformV1ExplanationSpec? explanationSpec, bool? generateExplanation, GoogleCloudAiplatformV1BatchPredictionJobInputConfig? inputConfig, GoogleCloudAiplatformV1BatchPredictionJobInstanceConfig? instanceConfig, Map<String, String>? labels, GoogleCloudAiplatformV1ManualBatchTuningParameters? manualBatchTuningParameters, String? model, Object? modelParameters, String? modelVersionId, String? name, GoogleCloudAiplatformV1BatchPredictionJobOutputConfig? outputConfig, GoogleCloudAiplatformV1BatchPredictionJobOutputInfo? outputInfo, List<GoogleRpcStatus>? partialFailures, GoogleCloudAiplatformV1ResourcesConsumed? resourcesConsumed, String? serviceAccount, String? startTime, String? state, GoogleCloudAiplatformV1UnmanagedContainerModel? unmanagedContainerModel, String? updateTime})

GoogleCloudAiplatformV1BatchPredictionJob.fromJson(Map json_)

Properties

completionStats ↔ GoogleCloudAiplatformV1CompletionStats?

Statistics on completed and failed prediction instances.

getter/setter pair

createTime ↔ String?

Time when the BatchPredictionJob was created.

getter/setter pair

dedicatedResources ↔ GoogleCloudAiplatformV1BatchDedicatedResources?

The config of resources used by the Model during the batch prediction.

getter/setter pair

disableContainerLogging ↔ bool?

For custom-trained Models and AutoML Tabular Models, the container of the DeployedModel instances will send stderr and stdout streams to Cloud Logging by default.

getter/setter pair

displayName ↔ String?

The user-defined name of this BatchPredictionJob.

getter/setter pair

encryptionSpec ↔ GoogleCloudAiplatformV1EncryptionSpec?

Customer-managed encryption key options for a BatchPredictionJob.

getter/setter pair

endTime ↔ String?

Time when the BatchPredictionJob entered any of the following states: JOB_STATE_SUCCEEDED, JOB_STATE_FAILED, JOB_STATE_CANCELLED.

getter/setter pair

error ↔ GoogleRpcStatus?

Only populated when the job's state is JOB_STATE_FAILED or JOB_STATE_CANCELLED.

getter/setter pair

explanationSpec ↔ GoogleCloudAiplatformV1ExplanationSpec?

Explanation configuration for this BatchPredictionJob.

getter/setter pair

generateExplanation ↔ bool?

Generate explanation with the batch prediction results.

getter/setter pair

hashCode → int

The hash code for this object.

no setter, inherited

inputConfig ↔ GoogleCloudAiplatformV1BatchPredictionJobInputConfig?

Input configuration of the instances on which predictions are performed.

getter/setter pair

instanceConfig ↔ GoogleCloudAiplatformV1BatchPredictionJobInstanceConfig?

Configuration for how to convert batch prediction input instances to the prediction instances that are sent to the Model.

getter/setter pair

labels ↔ Map<String, String>?

The labels with user-defined metadata to organize BatchPredictionJobs.

getter/setter pair

manualBatchTuningParameters ↔ GoogleCloudAiplatformV1ManualBatchTuningParameters?

Parameters configuring the batch behavior.

getter/setter pair

model ↔ String?

The name of the Model resource that produces the predictions via this job, must share the same ancestor Location.

getter/setter pair

modelParameters ↔ Object?

The parameters that govern the predictions.

getter/setter pair

modelVersionId ↔ String?

The version ID of the Model that produces the predictions via this job.

getter/setter pair

name ↔ String?

Resource name of the BatchPredictionJob.

getter/setter pair

outputConfig ↔ GoogleCloudAiplatformV1BatchPredictionJobOutputConfig?

The Configuration specifying where output predictions should be written.

getter/setter pair

outputInfo ↔ GoogleCloudAiplatformV1BatchPredictionJobOutputInfo?

Information further describing the output of this job.

getter/setter pair

partialFailures ↔ List<GoogleRpcStatus>?

Partial failures encountered.

getter/setter pair

resourcesConsumed ↔ GoogleCloudAiplatformV1ResourcesConsumed?

Information about resources that had been consumed by this job.

getter/setter pair

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

serviceAccount ↔ String?

The service account that the DeployedModel's container runs as.

getter/setter pair

startTime ↔ String?

Time when the BatchPredictionJob for the first time entered the JOB_STATE_RUNNING state.

getter/setter pair

state ↔ String?

The detailed state of the job.

getter/setter pair

unmanagedContainerModel ↔ GoogleCloudAiplatformV1UnmanagedContainerModel?

Contains model information necessary to perform batch prediction without requiring uploading to model registry.

getter/setter pair

updateTime ↔ String?

Time when the BatchPredictionJob was most recently updated.

getter/setter pair

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toJson() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited