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AWS Certified Data Engineer Associate DEA-C01 Practice Question

An analytics team needs to run nightly Python-based ETL jobs that transform raw clickstream data stored in Amazon S3. The solution must allow developers to version-control and reuse their scripts, support third-party Python libraries, and minimize cluster management tasks. Which AWS service best meets these requirements?

  • Create a PL/pgSQL stored procedure in Amazon Redshift and invoke it nightly with AWS Lambda

  • Launch an Amazon EMR cluster and execute the Python scripts with bootstrap actions

  • Use an Amazon Athena scheduled query that calls the Python scripts

  • Run the scripts as AWS Glue jobs on the serverless Spark platform

AWS Certified Data Engineer Associate DEA-C01
Data Operations and Support
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