You're reading from Building ETL Pipelines with Python

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Published inSep 2023

PublisherPackt

ISBN-139781804615256

Edition1st Edition

Concepts

Data Streaming

Authors (2):

Brij Kishore Pandey

Emily Ro Schoof

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Computing and automation with AWS

AWS Glue, AWS Lambda, and AWS Step Functions are three cloud services offered by AWS that provide serverless computing and workflow automation capabilities. Let’s look at them in more detail.

AWS Glue

AWS Glue (https://docs.aws.amazon.com/glue/latest/dg/what-is-glue.html) is a fully consolidated data integration tool for end-to-end use, from data sourcing to analytic dashboards. It contains a fully managed ETL service that allows you to create and provide a number of features such as automatic schema discovery, data cataloging, job scheduling, error handling, and monitoring. Since Glue is an AWS service, it’s integrated directly with over 70 types of source data formats as well as popular AWS data target locations, such as Amazon S3, Amazon RDS, and Amazon Redshift. Most importantly, Glue uses a serverless architecture that provides built-in high availability (HA) and pay-as-you-go billing for increased agility.

Within its infrastructure...

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Building ETL Pipelines with Python

Published in: Sep 2023Publisher: PacktISBN-13: 9781804615256

Authors (2)

Brij Kishore Pandey

Brij Kishore Pandey stands as a testament to dedication, innovation, and mastery in the vast domains of software engineering, data engineering, machine learning, and architectural design. His illustrious career, spanning over 14 years, has seen him wear multiple hats, transitioning seamlessly between roles and consistently pushing the boundaries of technological advancement. He has a degree in electrical and electronics engineering. His work history includes the likes of JP Morgan Chase, American Express, 3M Company, Alaska Airlines, and Cigna Healthcare. He is currently working as a principal software engineer at Automatic Data Processing Inc. (ADP). Originally from India, he resides in Parsippany, New Jersey, with his wife and daughter.
Read more about Brij Kishore Pandey

Emily Ro Schoof

Emily Ro Schoof is a dedicated data specialist with a global perspective, showcasing her expertise as a data scientist and data engineer on both national and international platforms. Drawing from a background rooted in healthcare and experimental design, she brings a unique perspective of expertise to her data analytic roles. Emily's multifaceted career ranges from working with UNICEF to design automated forecasting algorithms to identify conflict anomalies using near real-time media monitoring to serving as a subject matter expert for General Assembly's Data Engineering course content and design. Her mission is to empower individuals to leverage data for positive impact. Emily holds the strong belief that providing easy access to resources that merge theory and real-world applications is the essential first step in this process.
Read more about Emily Ro Schoof

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Computing and automation with AWS

AWS Glue

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