You're reading from Data Engineering with AWS - Second Edition

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Published inOct 2023

PublisherPackt

ISBN-139781804614426

Edition2nd Edition

Concepts

Data Engineering

Author (1)

Gareth Eagar

Examining the options for orchestrating pipelines in AWS

As you will have noticed throughout this book, AWS offers many different building blocks for architecting solutions. When it comes to pipeline orchestration, AWS provides native serverless orchestration engines with AWS Data Pipeline and AWS Step Functions, a managed open-source project with Amazon Managed Workflows for Apache Airflow (MWAA), and service-specific orchestration with AWS Glue workflows.

There are pros and cons to using each of these solutions, depending on your use case. When making a decision on this, there are multiple factors to consider, such as the level of management effort, the ease of integration with your target ETL engine, logging, error-handling mechanisms, cost, and platform independence.

In this section, we’ll examine each of the four pipeline orchestration options.

AWS Data Pipeline (now in maintenance mode)

AWS Data Pipeline is one of the oldest services that AWS has for creating...

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Data Engineering with AWS - Second Edition

Published in: Oct 2023Publisher: PacktISBN-13: 9781804614426

Author (1)

Gareth Eagar

Gareth Eagar has over 25 years of experience in the IT industry, starting in South Africa, working in the United Kingdom for a while, and now based in the USA. Having worked at AWS since 2017, Gareth has broad experience with a variety of AWS services, and deep expertise around building data platforms on AWS. While Gareth currently works as a Solutions Architect, he has also worked in AWS Professional Services, helping architect and implement data platforms for global customers. Gareth frequently speaks on data related topics.
Read more about Gareth Eagar

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You're reading from Data Engineering with AWS - Second Edition

Examining the options for orchestrating pipelines in AWS

AWS Data Pipeline (now in maintenance mode)

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