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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 event-based triggers

Often, it is convenient to run a data movement pipeline in response to an event. One of the most common scenarios is triggering a pipeline run in response to the addition or deletion of blobs in a monitored storage account. Azure Data Factory supports this functionality.In this recipe, we shall create an event-based trigger that will invoke a pipeline whenever new backup files are added to a monitored folder. The pipeline will move backup files to another folder.

Getting ready

  1. To illustrate the trigger in action, we shall use the pipeline in the Using parameters and built-in functions recipe. If you did not follow the recipe, do so now.
  2. We shall be creating a pipeline that is similar to the pipeline in Using the ForEach and Filter activities recipe. If you did not follow that recipe, do so now.
  3. In the storage account (see the Technical requirements section), create another container called backups.
  4. Following steps 1 to 3 from the Using the Copy activity...
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