Amazon Exam Amazon-DEA-C01 Topic 2 Question 2 Discussion

Actual exam question for Amazon's Amazon-DEA-C01 exam

Question #: 2
Topic #: 2

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 too 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?

AAWS Lambda

BAmazon Managed Workflows for Apache Airflow (Amazon MWAA)

CAWS Step Functions

DAWS Glue

Show Suggested Answer

Suggested Answer: B

The ecommerce company wants to migrate its data pipelines into the AWS Cloud without managing servers, and the solution must orchestrate Python and Bash scripts without refactoring code. Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is the most suitable solution for this scenario.

Option B: Amazon Managed Workflows for Apache Airflow (Amazon MWAA) MWAA is a managed orchestration service that supports Python and Bash scripts via Directed Acyclic Graphs (DAGs) for workflows. It is a serverless, managed version of Apache Airflow, which is commonly used for orchestrating complex data workflows, making it an ideal choice for migrating existing pipelines without refactoring. It supports Python, Bash, and other scripting languages, and the company would not need to manage the underlying infrastructure.

Other options:

AWS Lambda (Option A) is more suited for event-driven workflows but would require breaking down the pipeline into individual Lambda functions, which may require refactoring.

AWS Step Functions (Option C) is good for orchestration but lacks native support for Python and Bash without using Lambda functions, and it may require code changes.

AWS Glue (Option D) is an ETL service primarily for data transformation and not suitable for orchestrating general scripts without modification.

Amazon Managed Workflows for Apache Airflow (MWAA) Documentation

by Roselle at Oct 20, 2024, 03:22 PM

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Simona

9 days ago

I think Amazon MWAA is the way to go. It's a fully managed Apache Airflow service, so it can handle the data orchestration and won't require any server management.

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Stephane

10 days ago

Hmm, I'm not sure about that. AWS Step Functions might be a better fit. It can orchestrate a wide range of AWS services, including Lambda, without the need to manage servers.

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Janine

13 days ago

AWS Lambda seems like the easiest solution here. No need to manage servers, and it can handle both Python and Bash scripts. Easy peasy!

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Stefania

3 days ago

A) AWS Lambda

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Chana

20 days ago

I disagree, I believe Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is the better choice as it can orchestrate data ingestion processes with minimal code refactoring.

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Melodie

24 days ago

I think the best option is AWS Lambda because it can run Python and Bash scripts without managing servers.

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