Crucial Exams

AWS Certified Data Engineer Associate DEA-C01 Practice Question

An e-commerce company stores order data as daily Parquet files in an Amazon S3 prefix. A data engineer builds an AWS Glue Spark job that runs hourly to load new data into Amazon Redshift. The job must skip files that were already processed and should replay those files only if the job is rerun after a failure. Which AWS Glue feature should the engineer enable to meet these requirements?

  • Configure continuous logging to Amazon CloudWatch Logs.

  • Turn on speculative execution in the Spark configuration.

  • Set the job type to streaming and process the data with Apache Hudi.

  • Enable job bookmarks for the AWS Glue job.

AWS Certified Data Engineer Associate DEA-C01
Data Ingestion and Transformation
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