Crucial Exams

AWS Certified Data Engineer Associate DEA-C01 Practice Question

A data engineering team runs an AWS Glue Spark job that reads raw data from Amazon S3, applies transformations, and writes the output back to S3. The team must capture all driver, executor, and custom application logs, keep them searchable for 30 days, and minimize the operational effort required to manage the logging solution. Which approach best meets these requirements?

  • Turn on AWS CloudTrail data events for the source and target S3 buckets and query the resulting logs with Amazon Athena.

  • Enable execution logging for the AWS Glue job so that all stdout and stderr output is sent to an Amazon CloudWatch Logs group, configure a 30-day retention policy on the group, and use CloudWatch Logs Insights for log searches.

  • Stream AWS Glue logs through Amazon Kinesis Data Streams into an Amazon OpenSearch Service domain that rolls over indices every 30 days.

  • Modify the job script to write log files to a separate S3 bucket and schedule a daily Athena query to analyze the logs.

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