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Building ETL Pipelines with Python

You're reading from   Building ETL Pipelines with Python Create and deploy enterprise-ready ETL pipelines by employing modern methods

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Product type Paperback
Published in Sep 2023
Publisher Packt
ISBN-13 9781804615256
Length 246 pages
Edition 1st Edition
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Authors (2):
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Brij Kishore Pandey Brij Kishore Pandey
Author Profile Icon Brij Kishore Pandey
Brij Kishore Pandey
Emily Ro Schoof Emily Ro Schoof
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Emily Ro Schoof
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Toc

Table of Contents (22) Chapters Close

Preface 1. Part 1:Introduction to ETL, Data Pipelines, and Design Principles
2. Chapter 1: A Primer on Python and the Development Environment FREE CHAPTER 3. Chapter 2: Understanding the ETL Process and Data Pipelines 4. Chapter 3: Design Principles for Creating Scalable and Resilient Pipelines 5. Part 2:Designing ETL Pipelines with Python
6. Chapter 4: Sourcing Insightful Data and Data Extraction Strategies 7. Chapter 5: Data Cleansing and Transformation 8. Chapter 6: Loading Transformed Data 9. Chapter 7: Tutorial – Building an End-to-End ETL Pipeline in Python 10. Chapter 8: Powerful ETL Libraries and Tools in Python 11. Part 3:Creating ETL Pipelines in AWS
12. Chapter 9: A Primer on AWS Tools for ETL Processes 13. Chapter 10: Tutorial – Creating an ETL Pipeline in AWS 14. Chapter 11: Building Robust Deployment Pipelines in AWS 15. Part 4:Automating and Scaling ETL Pipelines
16. Chapter 12: Orchestration and Scaling in ETL Pipelines 17. Chapter 13: Testing Strategies for ETL Pipelines 18. Chapter 14: Best Practices for ETL Pipelines 19. Chapter 15: Use Cases and Further Reading 20. Index 21. Other Books You May Enjoy

Building Robust Deployment Pipelines in AWS

When creating a production-grade deployment environment, a robust extract, transform, and load (ETL) pipeline is just one vital component. To construct a solid foundation and structural framework for this environment, we need to implement CI/CD pipelines. Continuous integration/continuous deployment (CI/CD) pipelines for ETL enhance efficiency, reliability, and speed while ensuring a seamless and uninterrupted transition from development to production. In this chapter, we will go over how CI/CD tools enable engineers to automate code deployment with confidence, and we will establish an introductory CI/CD pipeline using AWS CodePipeline, AWS CodeDeploy, and AWS CodeCommit.

This chapter will proceed as follows:

  • What is CI/CD and why is it important?
  • Creating a robust CI/CD process for ETL pipelines in AWS
  • Building an ETL pipeline using various AWS services

By the end of this chapter, you will know how to establish...

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