Notebook jobs details in Amazon SageMaker Studio
SageMaker Notebook Jobs dashboards help organize the job definitions that you schedule, and also keep track of the actual jobs that run from your job definitions. There are two important concepts to understand when scheduling notebook jobs: job definitions and job runs. Job definitions are schedules you set to run specific notebooks. For example, you can create a job definition that runs notebook XYZ.ipynb every Wednesday. This job definition launches the actual job runs which occur this coming Wednesday, next Wednesday, the Wednesday after that, and so on.
Note
The SageMaker Python SDK notebook job step does not create job definitions. However, you can view your jobs in the Notebook Jobs dashboard. Both jobs and job definitions are available if you schedule your job in a JupyterLab environment.
The interface provides two main tabs that help you track your existing job definitions and job runs:
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Notebook Jobs tab: This tab displays a list of all your job runs from your on-demand jobs and job definitions. From this tab, you can directly access the details for a single job run. For example, you can view a single job run that occurred two Wednesdays ago.
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Notebook Job Definitions tab: This tab displays a list of all your job definitions. From this tab, you can directly access the details for a single job definition. For example, you can view the schedule you created to run XYZ.ipynb every Wednesday.
For details about the Notebook Jobs tab, see View notebook jobs.
For details about the Notebook Job Definitions tab, see View notebook job definitions.
