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Exam AWS Certified Data Engineer - Associate DEA-C01 topic 1 question 109 discussion

Exam question from Amazon's AWS Certified Data Engineer - Associate DEA-C01
Question #: 109
Topic #: 1
[All AWS Certified Data Engineer - Associate DEA-C01 Questions]

An ecommerce company wants to use AWS to migrate data pipelines from an on-premises environment into the AWS Cloud. The company currently uses a third-party tool in the on-premises environment to orchestrate data ingestion processes.

The company wants a migration solution that does not require the company to manage servers. The solution must be able to orchestrate Python and Bash scripts. The solution must not require the company to refactor any code.

Which solution will meet these requirements with the LEAST operational overhead?

  • A. AWS Lambda
  • B. Amazon Managed Workflows for Apache Airflow (Amazon MVVAA)
  • C. AWS Step Functions
  • D. AWS Glue
Show Suggested Answer Hide Answer
Suggested Answer: B 🗳️
by Bmaster at June 29, 2024, 8:20 a.m.
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HunkyBunky
9 months, 3 weeks ago
Selected Answer: B
B - because company want to use same tool on premises and least operational overhead
upvoted 2 times
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didorins
9 months, 4 weeks ago
Selected Answer: C
"The company wants a migration solution that does not require the company to manage servers.". How is it Amazon Managed Workflows for Apache Airflow and not Step Functions when Step Functions is the serverless of the two ?
upvoted 1 times
didorins
9 months, 4 weeks ago
"All of the components contained in the outer box (in the image below) appear as a single Amazon MWAA environment in your account. The Apache Airflow Scheduler and Workers are AWS Fargate (Fargate) containers that connect to the private subnets in the Amazon VPC for your environment. Each environment has its own Apache Airflow metadatabase managed by AWS that is accessible to the Scheduler and Workers Fargate containers via a privately-secured VPC endpoint." https://docs.aws.amazon.com/mwaa/latest/userguide/what-is-mwaa.html So MWAA is hosted on ECS Fargate - serverless. Supports Bash and Python. B is correct.
upvoted 4 times
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Ja13
9 months, 4 weeks ago
Selected Answer: B
An ecommerce company wants to use AWS to migrate data pipelines from an on-premises environment into the AWS Cloud. The company currently uses a third-party tool in the on-premises environment to orchestrate data ingestion processes. The company wants a migration solution that does not require the company to manage servers. The solution must be able to orchestrate Python and Bash scripts. The solution must not require the company to refactor any code. Which solution will meet these requirements with the LEAST operational overhead? A. AWS Lambda B. Amazon Managed Workflows for Apache Airflow (Amazon MVVAA) C. AWS Step Functions D. AWS Glue
upvoted 3 times
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HunkyBunky
9 months, 4 weeks ago
Selected Answer: B
B - best fits in task requirements
upvoted 1 times
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Bmaster
10 months ago
My Choice is B
upvoted 2 times
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