Exam AWS Certified Data Engineer - Associate DEA-C01 topic 1 question 43 discussion

Exam question from Amazon's AWS Certified Data Engineer - Associate DEA-C01

Question #: 43
Topic #: 1

[All AWS Certified Data Engineer - Associate DEA-C01 Questions]

A company uses AWS Step Functions to orchestrate a data pipeline. The pipeline consists of Amazon EMR jobs that ingest data from data sources and store the data in an Amazon S3 bucket. The pipeline also includes EMR jobs that load the data to Amazon Redshift.
The company's cloud infrastructure team manually built a Step Functions state machine. The cloud infrastructure team launched an EMR cluster into a VPC to support the EMR jobs. However, the deployed Step Functions state machine is not able to run the EMR jobs.
Which combination of steps should the company take to identify the reason the Step Functions state machine is not able to run the EMR jobs? (Choose two.)

A. Use AWS CloudFormation to automate the Step Functions state machine deployment. Create a step to pause the state machine during the EMR jobs that fail. Configure the step to wait for a human user to send approval through an email message. Include details of the EMR task in the email message for further analysis.
B. Verify that the Step Functions state machine code has all IAM permissions that are necessary to create and run the EMR jobs. Verify that the Step Functions state machine code also includes IAM permissions to access the Amazon S3 buckets that the EMR jobs use. Use Access Analyzer for S3 to check the S3 access properties.
C. Check for entries in Amazon CloudWatch for the newly created EMR cluster. Change the AWS Step Functions state machine code to use Amazon EMR on EKS. Change the IAM access policies and the security group configuration for the Step Functions state machine code to reflect inclusion of Amazon Elastic Kubernetes Service (Amazon EKS).
D. Query the flow logs for the VPC. Determine whether the traffic that originates from the EMR cluster can successfully reach the data providers. Determine whether any security group that might be attached to the Amazon EMR cluster allows connections to the data source servers on the informed ports.
E. Check the retry scenarios that the company configured for the EMR jobs. Increase the number of seconds in the interval between each EMR task. Validate that each fallback state has the appropriate catch for each decision state. Configure an Amazon Simple Notification Service (Amazon SNS) topic to store the error messages.

Show Suggested Answer

Suggested Answer: BD 🗳️

by atu1789 at Jan. 28, 2024, 10:39 p.m.

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rralucard_

Highly Voted 1 year ago

Selected Answer: BD

https://docs.aws.amazon.com/step-functions/latest/dg/procedure-create-iam-role.html https://docs.aws.amazon.com/step-functions/latest/dg/service-integration-iam-templates.html

upvoted 5 times

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GiorgioGss

Highly Voted 11 months ago

Selected Answer: BD

Permissions of course and we need to see if the traffic is blocked at any hops because they mention that EMR is IN vpc so... flow-logs

upvoted 5 times

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sam_pre

Most Recent 4 months, 2 weeks ago

Selected Answer: DE

E> As par as I know, Step function does not require S3 access permission that EMR trying to access. so that eliminates E D and E make sense while E is bit less likely troubleshooting, but still valid

upvoted 1 times