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Azure Databricks Cookbook

You're reading from   Azure Databricks Cookbook Accelerate and scale real-time analytics solutions using the Apache Spark-based analytics service

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Product type Paperback
Published in Sep 2021
Publisher Packt
ISBN-13 9781789809718
Length 452 pages
Edition 1st Edition
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Authors (2):
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Vinod Jaiswal Vinod Jaiswal
Author Profile Icon Vinod Jaiswal
Vinod Jaiswal
Phani Raj Phani Raj
Author Profile Icon Phani Raj
Phani Raj
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Toc

Table of Contents (12) Chapters Close

Preface 1. Chapter 1: Creating an Azure Databricks Service 2. Chapter 2: Reading and Writing Data from and to Various Azure Services and File Formats FREE CHAPTER 3. Chapter 3: Understanding Spark Query Execution 4. Chapter 4: Working with Streaming Data 5. Chapter 5: Integrating with Azure Key Vault, App Configuration, and Log Analytics 6. Chapter 6: Exploring Delta Lake in Azure Databricks 7. Chapter 7: Implementing Near-Real-Time Analytics and Building a Modern Data Warehouse 8. Chapter 8: Databricks SQL 9. Chapter 9: DevOps Integrations and Implementing CI/CD for Azure Databricks 10. Chapter 10: Understanding Security and Monitoring in Azure Databricks 11. Other Books You May Enjoy

Delta table operations – create, read, and write

In this recipe, you will learn how to create, read, and write to Delta tables. You will learn how to write batch data to the Delta table. You will also learn how to perform DML operations such as insert, update, and delete on the Delta table.

Getting ready

Before starting, you need to ensure you have contributor access to the subscription or are an owner of the resource group.

For this recipe, you can follow along by running the steps in the 6.1-Reading Writing to Delta Tables notebook at https://github.com/PacktPublishing/Azure-Databricks-Cookbook/tree/main/Chapter06/.

Copy the Customer and Orders Parquet files from the following GitHub link. You will find folders named csvFiles and ParquetFiles – make sure to copy the files from the ParquetFiles folder at the following URL:

https://github.com/PacktPublishing/Azure-Databricks-Cookbook/tree/main/Common

We are mounting the ADLS Gen2 account and mounting...

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