DescribeAutoMLJobResponse

import type { DescribeAutoMLJobResponse } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";

interface DescribeAutoMLJobResponse {

AutoMLJobArn: string;

AutoMLJobArtifacts?: AutoMLJobArtifacts | null;

AutoMLJobConfig?: AutoMLJobConfig | null;

AutoMLJobName: string;

AutoMLJobObjective?: AutoMLJobObjective | null;

AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatus;

AutoMLJobStatus: AutoMLJobStatus;

BestCandidate?: AutoMLCandidate | null;

CreationTime: Date | number;

EndTime?: Date | number | null;

FailureReason?: string | null;

GenerateCandidateDefinitionsOnly?: boolean | null;

InputDataConfig: AutoMLChannel[];

LastModifiedTime: Date | number;

ModelDeployConfig?: ModelDeployConfig | null;

ModelDeployResult?: ModelDeployResult | null;

OutputDataConfig: AutoMLOutputDataConfig;

PartialFailureReasons?: AutoMLPartialFailureReason[] | null;

ProblemType?: ProblemType | null;

ResolvedAttributes?: ResolvedAttributes | null;

RoleArn: string;

}

§Properties

AutoMLJobArn: string

[src]

Returns the ARN of the AutoML job.

AutoMLJobArtifacts?: AutoMLJobArtifacts | null

[src]

Returns information on the job's artifacts found in AutoMLJobArtifacts.

AutoMLJobConfig?: AutoMLJobConfig | null

[src]

Returns the configuration for the AutoML job.

AutoMLJobName: string

[src]

Returns the name of the AutoML job.

AutoMLJobObjective?: AutoMLJobObjective | null

[src]

Returns the job's objective.

AutoMLJobSecondaryStatus: AutoMLJobSecondaryStatus

[src]

Returns the secondary status of the AutoML job.

AutoMLJobStatus: AutoMLJobStatus

[src]

Returns the status of the AutoML job.

BestCandidate?: AutoMLCandidate | null

[src]

The best model candidate selected by SageMaker Autopilot using both the best objective metric and lowest InferenceLatency for an experiment.

CreationTime: Date | number

[src]

Returns the creation time of the AutoML job.

EndTime?: Date | number | null

[src]

Returns the end time of the AutoML job.

FailureReason?: string | null

[src]

Returns the failure reason for an AutoML job, when applicable.

GenerateCandidateDefinitionsOnly?: boolean | null

[src]

Indicates whether the output for an AutoML job generates candidate definitions only.

InputDataConfig: AutoMLChannel[]

[src]

Returns the input data configuration for the AutoML job.

LastModifiedTime: Date | number

[src]

Returns the job's last modified time.

ModelDeployConfig?: ModelDeployConfig | null

[src]

Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.

ModelDeployResult?: ModelDeployResult | null

[src]

Provides information about endpoint for the model deployment.

OutputDataConfig: AutoMLOutputDataConfig

[src]

Returns the job's output data config.

PartialFailureReasons?: AutoMLPartialFailureReason[] | null

[src]

Returns a list of reasons for partial failures within an AutoML job.

ProblemType?: ProblemType | null

[src]

Returns the job's problem type.

ResolvedAttributes?: ResolvedAttributes | null

[src]

Contains ProblemType, AutoMLJobObjective, and CompletionCriteria. If you do not provide these values, they are auto-inferred. If you do provide them, the values used are the ones you provide.

RoleArn: string

[src]

The Amazon Resource Name (ARN) of the Identity and Access Management (IAM) role that has read permission to the input data location and write permission to the output data location in Amazon S3.