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ETL with Azure Cookbook

You're reading from ETL with Azure Cookbook Practical recipes for building modern ETL solutions to load and transform data from any source

Product type Paperback

Published in Sep 2020

Publisher Packt

ISBN-13 9781800203310

Length 446 pages

Edition 1st Edition

Languages

Python

Tools

Azure

Concepts

Databases

Authors (3):

Christian Cote

Matija Lah

Madina Saitakhmetova

View More author details

Table of Contents (12) Chapters

Preface

1. Chapter 1: Getting Started with Azure and SSIS 2019

2. Chapter 2: Introducing ETL FREE CHAPTER

3. Chapter 3: Creating and Using SQL Server 2019 Big Data Clusters

4. Chapter 4: Azure Data Integration

5. Chapter 5: Extending SSIS with Custom Tasks and Transformations

6. Chapter 6: Azure Data Factory

7. Chapter 7: Azure Databricks

8. Chapter 8: SSIS Migration Strategies

9. Chapter 9: Profiling data in Azure

10. Chapter 10: Manage SSIS and Azure Data Factory with Biml

11. Other Books You May Enjoy

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Generating your first Azure Data Factory

Now we will hop on the cloud and start playing with Azure Data Factory. Working in Biml with Azure Data Factory is outside the realms of a BimlExpress add-on and requires the BimlStudio standalone application to work. For the purpose of Azure Data Factory recipes, you can install a trial version of BimlStudio, which will let you try it out for free for 30 days.

What I want to show in this recipe is how to generate and deploy a simple Data Factory in BimlStudio 2019. This Data factory will have two linked services, two datasets, and one Copy Activity that copies data from the source Http dataset to the sink Azure Data Lake Storage Gen2 dataset. The Http linked service is pointing to an open data source, https://cadatacatalog.state.gov/. We will also write a PowerShell script that will deploy this Data Factory code to Azure.

Getting ready

Download and install a trial version of the Varigence BimlStudio 2019 from https://varigence.com...

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Authors (3)

Cote

Cote

Christian Cote is an IT professional with more than 15 years of experience working in a data warehouse, Big Data, and business intelligence projects. Christian developed expertise in data warehousing and data lakes over the years and designed many ETL/BI processes using a range of tools on multiple platforms. He's been presenting at several conferences and code camps. He currently co-leads the SQL Server PASS chapter. He is also a Microsoft Data Platform Most Valuable Professional (MVP).

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Saitakhmetova

Saitakhmetova

Madina Saitakhmetova is a developer specializing in BI. She has been in IT for 15 years, working first with Microsoft SQL, .Net Framework, and then Microsoft BI, BIML and Azure. Her adventure with Microsoft BI began with Analysis Services and SSIS, but she is leaning towards ETL development, both on premises and in the cloud, in later years. Finding patterns, automating processes and making BI team work more efficient are challenges that drive her. During past few years, BIML has become an important part of her work, increasing efficiency and quality

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Lah

Lah

Matija Lah has more than 18 years of experience working with Microsoft SQL Server, mostly from architecting data-centric solutions in the legal domain. His contributions to the SQL Server community have led to him being awarded the MVP Professional award (Data Platform) between 2007 and 2017/2018. He spends most of his time on projects involving advanced information management and natural language processing, but often finds time to speak at events related to Microsoft SQL Server where he loves to share his experience with the SQL Server platform.

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