Book Image

Azure Data Factory Cookbook - Second Edition

By : Dmitry Foshin, Tonya Chernyshova, Dmitry Anoshin, Xenia Ireton
4 (1)
Book Image

Azure Data Factory Cookbook - Second Edition

4 (1)
By: Dmitry Foshin, Tonya Chernyshova, Dmitry Anoshin, Xenia Ireton

Overview of this book

This new edition of the Azure Data Factory book, fully updated to reflect ADS V2, will help you get up and running by showing you how to create and execute your first job in ADF. There are updated and new recipes throughout the book based on developments happening in Azure Synapse, Deployment with Azure DevOps, and Azure Purview. The current edition also runs you through Fabric Data Factory, Data Explorer, and some industry-grade best practices with specific chapters on each. You’ll learn how to branch and chain activities, create custom activities, and schedule pipelines, as well as discover the benefits of cloud data warehousing, Azure Synapse Analytics, and Azure Data Lake Gen2 Storage. With practical recipes, you’ll learn how to actively engage with analytical tools from Azure Data Services and leverage your on-premises infrastructure with cloud-native tools to get relevant business insights. You'll familiarize yourself with the common errors that you may encounter while working with ADF and find out the solutions to them. You’ll also understand error messages and resolve problems in connectors and data flows with the debugging capabilities of ADF. By the end of this book, you’ll be able to use ADF with its latest advancements as the main ETL and orchestration tool for your data warehouse projects.
Table of Contents (15 chapters)
13
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14
Index

Getting ready for the CI/CD of ADF

CD includes the deployment of ADF pipelines between different environments - that is, development, testing, and production. The best practice and most secure way of configuring your pipelines in the CI/CD process is using Azure Key Vault (AKV) instead of a connection string. AKV is utilized in Azure Data Factory pipelines for CD because it provides a highly secure and centrally managed solution for storing and safeguarding sensitive information such as connection strings, passwords, and authentication tokens. It ensures controlled access, facilitates secret rotation, enhances auditing capabilities, and seamlessly integrates with ADF, making it the best practice for securing pipelines in the CD process.

In this recipe, you will learn what you need to set up before creating a CD process, and how to establish AKV and connect it with ADF and an Azure storage account.

Getting ready

Before we start, please ensure that you have an Azure subscription...