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Azure Data Factory Cookbook - Second Edition

You're reading from Azure Data Factory Cookbook - Second Edition

Product type Book

Published in Feb 2024

Publisher Packt

ISBN-13 9781803246598

Pages 532 pages

Edition 2nd Edition

Languages

Concepts

Data Engineering

Authors (4):

Dmitry Foshin

Tonya Chernyshova

Dmitry Anoshin

Xenia Ireton

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Table of Contents (15) Chapters

Preface

1. Getting Started with ADF

2. Orchestration and Control Flow

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

Using the Lookup, Web, and Execute Pipeline activities

In this recipe, we shall implement error handling logic for our pipeline – similar to the previous recipe, but with a more sophisticated design: we shall isolate the error handling flow in its own pipeline. Our main parent pipeline will then call the child pipeline. This recipe also introduces three very useful activities to the user: Lookup, Web, and Execute Pipeline. The recipe will illustrate how to retrieve information from an Azure SQL table and how to invoke other Azure services from the pipeline.

Getting ready

We shall be using all the Azure services that are mentioned in the Technical requirements section at the beginning of the chapter. In addition, this recipe requires a table to store the email addresses of the status email recipients. Please refer to the Technical requirements section for the table creation scripts and instructions.We shall be building a pipeline that sends an email in the case of failure. There...

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Authors (4)

Dmitry Foshin

Dmitry Foshin is a business intelligence team leader, whose main goals are delivering business insights to the management team through data engineering, analytics, and visualization. He has led and executed complex full-stack BI solutions (from ETL processes to building DWH and reporting) using Azure technologies, Data Lake, Data Factory, Data Bricks, MS Office 365, PowerBI, and Tableau. He has also successfully launched numerous data analytics projects – both on-premises and cloud – that help achieve corporate goals in international FMCG companies, banking, and manufacturing industries.

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Tonya Chernyshova

Tonya Chernyshova is an experienced Data Engineer with over 10 years in the field, including time at Amazon. Specializing in Data Modeling, Automation, Cloud Computing (AWS and Azure), and Data Visualization, she has a strong track record of delivering scalable, maintainable data products. Her expertise drives data-driven insights and business growth, showcasing her proficiency in leveraging cloud technologies to enhance data capabilities.

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Dmitry Anoshin

Dmitry Anoshin is a data-centric technologist and a recognized expert in building and implementing big data and analytics solutions. He has a successful track record when it comes to implementing business and digital intelligence projects in numerous industries, including retail, finance, marketing, and e-commerce. Dmitry possesses in-depth knowledge of digital/business intelligence, ETL, data warehousing, and big data technologies. He has extensive experience in the data integration process and is proficient in using various data warehousing methodologies. Dmitry has constantly exceeded project expectations when he has worked in the financial, machine tool, and retail industries. He has completed a number of multinational full BI/DI solution life cycle implementation projects. With expertise in data modeling, Dmitry also has a background and business experience in multiple relation databases, OLAP systems, and NoSQL databases. He is also an active speaker at data conferences and helps people to adopt cloud analytics.

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Xenia Ireton

Xenia Ireton is a Senior Software Engineer at Microsoft. She has extensive knowledge in building distributed services, data pipelines and data warehouses.

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