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Azure Data Factory Cookbook

You're reading from  Azure Data Factory Cookbook

Product type Book
Published in Dec 2020
Publisher Packt
ISBN-13 9781800565296
Pages 382 pages
Edition 1st Edition
Languages
Authors (4):
Dmitry Anoshin Dmitry Anoshin
Profile icon Dmitry Anoshin
Dmitry Foshin Dmitry Foshin
Profile icon Dmitry Foshin
Roman Storchak Roman Storchak
Profile icon Roman Storchak
Xenia Ireton Xenia Ireton
Profile icon Xenia Ireton
View More author details

Table of Contents (12) Chapters

Preface 1. Chapter 1: Getting Started with ADF 2. Chapter 2: Orchestration and Control Flow 3. Chapter 3: Setting Up a Cloud Data Warehouse 4. Chapter 4: Working with Azure Data Lake 5. Chapter 5: Working with Big Data – HDInsight and Databricks 6. Chapter 6: Integration with MS SSIS 7. Chapter 7: Data Migration – Azure Data Factory and Other Cloud Services 8. Chapter 8: Working with Azure Services Integration 9. Chapter 9: Managing Deployment Processes with Azure DevOps 10. Chapter 10: Monitoring and Troubleshooting Data Pipelines 11. Other Books You May Enjoy

Moving data to Dropbox

As we described in previous chapters, Azure Data Factory provides many out-of-the-box connectors that integrate with various data sources both within the Azure ecosystem and outside of it (such as Amazon Web Services and Google Cloud). Sometimes, however, you need to have a destination for the reports or other data files that are not supported by Microsoft-provided connectors. How can we do that?

In this chapter, we will build a pipeline that exports the data from a table in an Azure Blob storage account into a folder in Dropbox. Currently, Microsoft does not have a preconfigured Dropbox connector. We will use Azure Data Factory Custom Activity, Azure Batch service, and a simple Python client to achieve our goals.

Getting ready

This recipe assumes that you have a Dropbox account. If this is not the case, go to www.dropbox.com and sign up for a free account.

Create an Azure Storage account, which will serve as a source storage account. In the recipe...

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