SageMaker AutoML Job

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This table represents the SageMaker AutoML Job resource from Amazon Web Services.

aws.sagemaker_automljob

Fields

ID	Type	Data Type	Description
_key	core	string
account_id	core	string
auto_ml_job_arn	core	string	Returns the ARN of the AutoML job.
auto_ml_job_artifacts	core	json	Returns information on the job's artifacts found in <code>AutoMLJobArtifacts</code>.
auto_ml_job_config	core	json	Returns the configuration for the AutoML job.
auto_ml_job_name	core	string	Returns the name of the AutoML job.
auto_ml_job_objective	core	json	Returns the job's objective.
auto_ml_job_secondary_status	core	string	Returns the secondary status of the AutoML job.
auto_ml_job_status	core	string	Returns the status of the AutoML job.
best_candidate	core	json	The best model candidate selected by SageMaker AI Autopilot using both the best objective metric and lowest <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-metrics-validation.html">InferenceLatency</a> for an experiment.
creation_time	core	timestamp	Returns the creation time of the AutoML job.
end_time	core	timestamp	Returns the end time of the AutoML job.
failure_reason	core	string	Returns the failure reason for an AutoML job, when applicable.
generate_candidate_definitions_only	core	bool	Indicates whether the output for an AutoML job generates candidate definitions only.
input_data_config	core	json	Returns the input data configuration for the AutoML job.
last_modified_time	core	timestamp	Returns the job's last modified time.
model_deploy_config	core	json	Indicates whether the model was deployed automatically to an endpoint and the name of that endpoint if deployed automatically.
model_deploy_result	core	json	Provides information about endpoint for the model deployment.
output_data_config	core	json	Returns the job's output data config.
partial_failure_reasons	core	json	Returns a list of reasons for partial failures within an AutoML job.
problem_type	core	string	Returns the job's problem type.
resolved_attributes	core	json	Contains <code>ProblemType</code>, <code>AutoMLJobObjective</code>, and <code>CompletionCriteria</code>. If you do not provide these values, they are inferred.
role_arn	core	string	The ARN of the IAM role that has read permission to the input data location and write permission to the output data location in Amazon S3.
tags	core	hstore