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AWS Certified Data Engineer Associate DEA-C01 Practice Question

A data engineering team needs to orchestrate a daily ETL workflow. When a new file is uploaded to an Amazon S3 bucket, the workflow must start a long-running AWS Glue job that usually finishes in 2 hours. After the job completes, the workflow must publish the job's metrics to Amazon CloudWatch and send an email by using Amazon SNS if the job failed. The team wants a fully managed, serverless solution with the lowest operational overhead and the lowest cost that can handle the 2-hour runtime. Which Step Functions design meets these requirements?

  • Create an Express workflow that invokes the Glue job with the .sync integration pattern, then uses a Choice state to publish to SNS and CloudWatch.

  • Create a Standard workflow that starts the Glue job with a Lambda function and polls the job status every minute until completion, then invokes SNS and CloudWatch.

  • Use Amazon EventBridge to trigger the Glue job directly and configure a separate EventBridge rule to invoke SNS on a Glue job failure event.

  • Create a Standard workflow that uses the Glue StartJobRun .sync service integration, followed by a Choice state that publishes an SNS message on failure and a Task state that writes metrics to CloudWatch.

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