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Please be advised that Athena Spark notebooks are designed primarily for interactive use, not for scheduled tasks. Athena Spark serves as an interactive tool to analyze Catalog data using the capabilities of Spark. It is not intended to integrate with pipelines or processes and operates as a standalone software, accessible solely via the AWS Console, similar to Glue interactive sessions. While it excels for testing and development purposes, it isn't suitable for scheduling or integration into workflows.
Should you require scheduling capabilities, we recommend utilizing AWS Glue jobs. This service also harnesses the power of PySpark and facilitates scheduled runs.
[+] https://docs.aws.amazon.com/glue/latest/dg/what-is-glue.html
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