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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

Ingesting data from Azure Blob storage to ADX in Azure Data Factory using the Copy activity

In this recipe, we explore the versatility of ADF in its interactions with ADX. Azure Data Factory can both extract data from and ingest data into ADX, serving the dual roles of source and sink. This flexibility ensures that data flow and transformation between various Azure services are seamless and efficient.

While there are multiple ways to work with data in this context, our focus in this recipe will be on the Copy command within ADF. Utilizing this command, we’ll guide you through the process of ingesting data from Azure Blob storage directly into ADX. This method simplifies the data migration process, ensuring that your information is rapidly available in ADX for analysis and exploration.

Getting ready

For this recipe, we need an existing Azure Storage account and an ADX cluster. We will add one more file to the storage account and use it as a source file that we will...

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