AutoMLCandidate ¶

class AutoMLCandidate(TypedDict, closed=True):
    candidate_name: NotRequired["capo_sagemaker.types.candidate_name.CandidateName"]
    """<p>The name of the candidate.</p>"""
    final_auto_ml_job_objective_metric: NotRequired[
        "capo_sagemaker.types.final_auto_ml_job_objective_metric.FinalAutoMLJobObjectiveMetric"
    ]
    objective_status: NotRequired[
        "capo_sagemaker.types.objective_status.ObjectiveStatus"
    ]
    """<p>The objective's status.</p>"""
    candidate_steps: NotRequired["capo_sagemaker.types.candidate_steps.CandidateSteps"]
    """<p>Information about the candidate's steps.</p>"""
    candidate_status: NotRequired[
        "capo_sagemaker.types.candidate_status.CandidateStatus"
    ]
    """<p>The candidate's status.</p>"""
    inference_containers: NotRequired[
        "capo_sagemaker.types.auto_ml_container_definitions.AutoMLContainerDefinitions"
    ]
    """<p>Information about the recommended inference container definitions.</p>"""
    creation_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>The creation time.</p>"""
    end_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>The end time.</p>"""
    last_modified_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>The last modified time.</p>"""
    failure_reason: NotRequired[
        "capo_sagemaker.types.auto_ml_failure_reason.AutoMLFailureReason"
    ]
    """<p>The failure reason.</p>"""
    candidate_properties: NotRequired[
        "capo_sagemaker.types.candidate_properties.CandidateProperties"
    ]
    """<p>The properties of an AutoML candidate job.</p>"""
    inference_container_definitions: NotRequired[
        "capo_sagemaker.types.auto_ml_inference_container_definitions.AutoMLInferenceContainerDefinitions"
    ]
    """<p>The mapping of all supported processing unit (CPU, GPU, etc...) to inference container definitions for the candidate. This field is populated for the AutoML jobs V2 (for example, for jobs created by calling <code>CreateAutoMLJobV2</code>) related to image or text classification problem types only.</p>"""