DescribeInferenceRecommendationsJobResponse ¶

class DescribeInferenceRecommendationsJobResponse(TypedDict, closed=True):
    job_name: NotRequired[
        "capo_sagemaker.types.recommendation_job_name.RecommendationJobName"
    ]
    """<p>The name of the job. The name must be unique within an Amazon Web Services Region in the Amazon Web Services account.</p>"""
    job_description: NotRequired[
        "capo_sagemaker.types.recommendation_job_description.RecommendationJobDescription"
    ]
    """<p>The job description that you provided when you initiated the job.</p>"""
    job_type: NotRequired[
        "capo_sagemaker.types.recommendation_job_type.RecommendationJobType"
    ]
    """<p>The job type that you provided when you initiated the job.</p>"""
    job_arn: NotRequired[
        "capo_sagemaker.types.recommendation_job_arn.RecommendationJobArn"
    ]
    """<p>The Amazon Resource Name (ARN) of the job.</p>"""
    role_arn: NotRequired["capo_sagemaker.types.role_arn.RoleArn"]
    """<p>The Amazon Resource Name (ARN) of the Amazon Web Services Identity and Access Management (IAM) role you provided when you initiated the job.</p>"""
    status: NotRequired[
        "capo_sagemaker.types.recommendation_job_status.RecommendationJobStatus"
    ]
    """<p>The status of the job.</p>"""
    creation_time: NotRequired["capo_sagemaker.types.creation_time.CreationTime"]
    """<p>A timestamp that shows when the job was created.</p>"""
    completion_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>A timestamp that shows when the job completed.</p>"""
    last_modified_time: NotRequired[
        "capo_sagemaker.types.last_modified_time.LastModifiedTime"
    ]
    """<p>A timestamp that shows when the job was last modified.</p>"""
    failure_reason: NotRequired["capo_sagemaker.types.failure_reason.FailureReason"]
    """<p>If the job fails, provides information why the job failed.</p>"""
    input_config: NotRequired[
        "capo_sagemaker.types.recommendation_job_input_config.RecommendationJobInputConfig"
    ]
    """<p>Returns information about the versioned model package Amazon Resource Name (ARN), the traffic pattern, and endpoint configurations you provided when you initiated the job.</p>"""
    stopping_conditions: NotRequired[
        "capo_sagemaker.types.recommendation_job_stopping_conditions.RecommendationJobStoppingConditions"
    ]
    """<p>The stopping conditions that you provided when you initiated the job.</p>"""
    inference_recommendations: NotRequired[
        "capo_sagemaker.types.inference_recommendations.InferenceRecommendations"
    ]
    """<p>The recommendations made by Inference Recommender.</p>"""
    endpoint_performances: NotRequired[
        "capo_sagemaker.types.endpoint_performances.EndpointPerformances"
    ]
    """<p>The performance results from running an Inference Recommender job on an existing endpoint.</p>"""