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ProcessingJob

Source code in docs_src/capo_sagemaker/types/processing_job.py
class ProcessingJob(TypedDict, closed=True):
    processing_inputs: NotRequired[
        "capo_sagemaker.types.processing_inputs.ProcessingInputs"
    ]
    """<p>List of input configurations for the processing job.</p>"""
    processing_output_config: NotRequired[
        "capo_sagemaker.types.processing_output_config.ProcessingOutputConfig"
    ]
    processing_job_name: NotRequired[
        "capo_sagemaker.types.processing_job_name.ProcessingJobName"
    ]
    """<p>The name of the processing job.</p>"""
    processing_resources: NotRequired[
        "capo_sagemaker.types.processing_resources.ProcessingResources"
    ]
    stopping_condition: NotRequired[
        "capo_sagemaker.types.processing_stopping_condition.ProcessingStoppingCondition"
    ]
    app_specification: NotRequired[
        "capo_sagemaker.types.app_specification.AppSpecification"
    ]
    environment: NotRequired[
        "capo_sagemaker.types.processing_environment_map.ProcessingEnvironmentMap"
    ]
    """<p>Sets the environment variables in the Docker container.</p>"""
    network_config: NotRequired["capo_sagemaker.types.network_config.NetworkConfig"]
    role_arn: NotRequired["capo_sagemaker.types.role_arn.RoleArn"]
    """<p>The ARN of the role used to create the processing job.</p>"""
    experiment_config: NotRequired[
        "capo_sagemaker.types.experiment_config.ExperimentConfig"
    ]
    processing_job_arn: NotRequired[
        "capo_sagemaker.types.processing_job_arn.ProcessingJobArn"
    ]
    """<p>The ARN of the processing job.</p>"""
    processing_job_status: NotRequired[
        "capo_sagemaker.types.processing_job_status.ProcessingJobStatus"
    ]
    """<p>The status of the processing job.</p>"""
    exit_message: NotRequired["capo_sagemaker.types.exit_message.ExitMessage"]
    """<p>A string, up to one KB in size, that contains metadata from the processing container when the processing job exits.</p>"""
    failure_reason: NotRequired["capo_sagemaker.types.failure_reason.FailureReason"]
    """<p>A string, up to one KB in size, that contains the reason a processing job failed, if it failed.</p>"""
    processing_end_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>The time that the processing job ended.</p>"""
    processing_start_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>The time that the processing job started.</p>"""
    last_modified_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>The time the processing job was last modified.</p>"""
    creation_time: NotRequired["capo_sagemaker.types.timestamp.Timestamp"]
    """<p>The time the processing job was created.</p>"""
    monitoring_schedule_arn: NotRequired[
        "capo_sagemaker.types.monitoring_schedule_arn.MonitoringScheduleArn"
    ]
    """<p>The ARN of a monitoring schedule for an endpoint associated with this processing job.</p>"""
    auto_ml_job_arn: NotRequired["capo_sagemaker.types.auto_ml_job_arn.AutoMLJobArn"]
    """<p>The Amazon Resource Name (ARN) of the AutoML job associated with this processing job.</p>"""
    training_job_arn: NotRequired[
        "capo_sagemaker.types.training_job_arn.TrainingJobArn"
    ]
    """<p>The ARN of the training job associated with this processing job.</p>"""
    tags: NotRequired["capo_sagemaker.types.tag_list.TagList"]
    """<p>An array of key-value pairs. For more information, see <a href="https://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-whatURL">Using Cost Allocation Tags</a> in the <i>Amazon Web Services Billing and Cost Management User Guide</i>.</p>"""

app_specification instance-attribute

app_specification: NotRequired[AppSpecification]

auto_ml_job_arn instance-attribute

auto_ml_job_arn: NotRequired[AutoMLJobArn]

The Amazon Resource Name (ARN) of the AutoML job associated with this processing job.

creation_time instance-attribute

creation_time: NotRequired[Timestamp]

The time the processing job was created.

environment instance-attribute

environment: NotRequired[ProcessingEnvironmentMap]

Sets the environment variables in the Docker container.

exit_message instance-attribute

exit_message: NotRequired[ExitMessage]

A string, up to one KB in size, that contains metadata from the processing container when the processing job exits.

experiment_config instance-attribute

experiment_config: NotRequired[ExperimentConfig]

failure_reason instance-attribute

failure_reason: NotRequired[FailureReason]

A string, up to one KB in size, that contains the reason a processing job failed, if it failed.

last_modified_time instance-attribute

last_modified_time: NotRequired[Timestamp]

The time the processing job was last modified.

monitoring_schedule_arn instance-attribute

monitoring_schedule_arn: NotRequired[MonitoringScheduleArn]

The ARN of a monitoring schedule for an endpoint associated with this processing job.

network_config instance-attribute

network_config: NotRequired[NetworkConfig]

processing_end_time instance-attribute

processing_end_time: NotRequired[Timestamp]

The time that the processing job ended.

processing_inputs instance-attribute

processing_inputs: NotRequired[ProcessingInputs]

List of input configurations for the processing job.

processing_job_arn instance-attribute

processing_job_arn: NotRequired[ProcessingJobArn]

The ARN of the processing job.

processing_job_name instance-attribute

processing_job_name: NotRequired[ProcessingJobName]

The name of the processing job.

processing_job_status instance-attribute

processing_job_status: NotRequired[ProcessingJobStatus]

The status of the processing job.

processing_output_config instance-attribute

processing_output_config: NotRequired[ProcessingOutputConfig]

processing_resources instance-attribute

processing_resources: NotRequired[ProcessingResources]

processing_start_time instance-attribute

processing_start_time: NotRequired[Timestamp]

The time that the processing job started.

role_arn instance-attribute

role_arn: NotRequired[RoleArn]

The ARN of the role used to create the processing job.

stopping_condition instance-attribute

stopping_condition: NotRequired[ProcessingStoppingCondition]

tags instance-attribute

tags: NotRequired[TagList]

An array of key-value pairs. For more information, see Using Cost Allocation Tags in the Amazon Web Services Billing and Cost Management User Guide.

training_job_arn instance-attribute

training_job_arn: NotRequired[TrainingJobArn]

The ARN of the training job associated with this processing job.