Crucial Exams

AWS Certified Data Engineer Associate DEA-C01 Practice Question

Your company stores raw application logs as gzip files in an S3 prefix. A pandas script is already available that reads the files, calculates record counts, and writes a small JSON summary back to another prefix. The script should run automatically when an S3 ObjectCreated event is received, must finish within minutes, and should incur the lowest Glue cost. Which AWS Glue option should you configure?

  • Launch an AWS Glue interactive session that continuously polls S3 for new objects.

  • Build an AWS Glue Spark ETL job in PySpark and enable job bookmarking for incremental processing.

  • Create an AWS Glue Python shell job and trigger it with an EventBridge rule.

  • Configure an AWS Glue crawler to run whenever an S3 ObjectCreated event is emitted.

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