Crucial Exams

AWS Certified Data Engineer Associate DEA-C01 Practice Question

A data engineering team needs to build a daily pipeline that reads raw transaction files from Amazon S3, performs multi-table joins, and applies user-defined Python functions to generate analytics datasets. The team wants to store the transformation logic as PySpark scripts in Git and run the code on a fully managed, serverless service without administering clusters. Which AWS service meets these requirements with the least operational overhead?

  • Create an AWS Glue job that runs the PySpark script

  • Schedule an Amazon Athena query with Amazon EventBridge

  • Invoke the PySpark script from an AWS Step Functions workflow

  • Use AWS Glue DataBrew to build the transformations visually

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