AWS Certified Data Engineer Associate DEA-C01 Practice Question
An hourly AWS Glue ETL job writes logs to Amazon CloudWatch Logs. The data engineering team must receive an email immediately whenever any execution of the job finishes with status FAILED. The solution must avoid writing custom code and minimize ongoing maintenance. Which approach meets these requirements?
Enable job bookmarks for the AWS Glue job and select the option to send failure notifications to the account's root email address.
Create a CloudWatch alarm on the Glue.JobRun.Failed metric for the specific job with a 1-hour period and threshold of greater than or equal to 1, and set an Amazon SNS topic with an email subscription as the alarm action.
Configure an Amazon EventBridge rule that matches Glue Job State Change events with detail.state set to FAILED and invokes an AWS Lambda function that emails the team by using Amazon SES.
Schedule a CloudWatch Logs Insights query that counts FAILED entries and displays a metric on a CloudWatch dashboard, then configure the dashboard to email alerts on changes.
AWS Glue automatically publishes the metric Glue.JobRun.Failed for each job to Amazon CloudWatch. A CloudWatch alarm can evaluate this metric and invoke an Amazon SNS topic when the value is at least one in the evaluation period. Subscribing the team's email address to the SNS topic delivers the alert without the need for Lambda functions, custom scripts, or dashboards. The other options add unnecessary components, depend on features that do not exist, or cannot send notifications directly.
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What is a CloudWatch alarm?
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What is the Glue.JobRun.Failed metric?
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How does Amazon SNS integrate with CloudWatch alarms?
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What is Amazon CloudWatch and how does it work?
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What is Amazon SNS and how is it used for notifications?
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What is the Glue.JobRun.Failed metric and how is it used in this solution?
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AWS Certified Data Engineer Associate DEA-C01
Data Operations and Support
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