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Azure Data Factory Cookbook

You're reading from   Azure Data Factory Cookbook Build ETL, Hybrid ETL, and ELT pipelines using ADF, Synapse Analytics, Fabric and Databricks

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781803246598
Length 532 pages
Edition 2nd Edition
Tools
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Authors (4):
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Tonya Chernyshova Tonya Chernyshova
Author Profile Icon Tonya Chernyshova
Tonya Chernyshova
Xenia Ireton Xenia Ireton
Author Profile Icon Xenia Ireton
Xenia Ireton
Dmitry Foshin Dmitry Foshin
Author Profile Icon Dmitry Foshin
Dmitry Foshin
Dmitry Anoshin Dmitry Anoshin
Author Profile Icon Dmitry Anoshin
Dmitry Anoshin
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Toc

Table of Contents (15) Chapters Close

Preface 1. Getting Started with ADF 2. Orchestration and Control Flow FREE CHAPTER 3. Setting Up Synapse Analytics 4. Working with Data Lake and Spark Pools 5. Working with Big Data and Databricks 6. Data Migration – Azure Data Factory and Other Cloud Services 7. Extending Azure Data Factory with Logic Apps and Azure Functions 8. Microsoft Fabric and Power BI, Azure ML, and Cognitive Services 9. Managing Deployment Processes with Azure DevOps 10. Monitoring and Troubleshooting Data Pipelines 11. Working with Azure Data Explorer 12. The Best Practices of Working with ADF 13. Other Books You May Enjoy
14. Index

Creating a data factory using PowerShell

Often, we don’t have access to the UI and we want to create infrastructure as code. It is easily maintainable and deployable and allows us to track versions and have code commit and change requests. In this recipe, we will use PowerShell to create a data factory. If you have never used PowerShell before, you can find information about how to get PowerShell and install it onto your machine at the end of this recipe.

Getting ready

For this exercise, we will use PowerShell to create a data pipeline and copy our file from one folder to another.

How to do it…

Let’s create an ADF job using PowerShell:

  1. In the case of macOS, we can run the following command to install PowerShell:
    brew install powershell/tap/powershell
    
  2. Check that it is working:
    pwsh
    

    Optionally, we can download PowerShell for our OS from https://github.com/PowerShell/PowerShell/.

    ...
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