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  • Book Overview & Buying Amazon Redshift Cookbook
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Amazon Redshift Cookbook

Amazon Redshift Cookbook

By : Shruti Worlikar, Thiyagarajan Arumugam, Harshida Patel
4.8 (9)
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Amazon Redshift Cookbook

Amazon Redshift Cookbook

4.8 (9)
By: Shruti Worlikar, Thiyagarajan Arumugam, Harshida Patel

Overview of this book

Amazon Redshift is a fully managed, petabyte-scale AWS cloud data warehousing service. It enables you to build new data warehouse workloads on AWS and migrate on-premises traditional data warehousing platforms to Redshift. This book on Amazon Redshift starts by focusing on Redshift architecture, showing you how to perform database administration tasks on Redshift. You'll then learn how to optimize your data warehouse to quickly execute complex analytic queries against very large datasets. Because of the massive amount of data involved in data warehousing, designing your database for analytical processing lets you take full advantage of Redshift's columnar architecture and managed services. As you advance, you’ll discover how to deploy fully automated and highly scalable extract, transform, and load (ETL) processes, which help minimize the operational efforts that you have to invest in managing regular ETL pipelines and ensure the timely and accurate refreshing of your data warehouse. Finally, you'll gain a clear understanding of Redshift use cases, data ingestion, data management, security, and scaling so that you can build a scalable data warehouse platform. By the end of this Redshift book, you'll be able to implement a Redshift-based data analytics solution and have understood the best practice solutions to commonly faced problems.
Table of Contents (13 chapters)
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Loading data from Amazon DynamoDB

Amazon DynamoDB is a NoSQL serverless, fully managed service. Amazon DynamoDB provides single-digit milliseconds performance at any scale. DynamoDB is designed to be used as an operational database in OLTP use cases where you know access patterns and can design your data model for them. When you want to perform analytics, you can complement Amazon DynamoDB using Amazon Redshift OLAP capabilities.

In this recipe, we will learn how data from the Amazon DynamoDB parts table can be copied to the Amazon Redshift table using the COPY command. We will use the full table copy approach in this recipe.

Amazon DynamoDB can also capture changes to the tables in DynamoDB streams. This can be leveraged to copy near-real-time data into Amazon Redshift tables via Amazon Lambda and the Amazon Kinesis Firehose service. This will be covered later in this book.

Getting ready

To complete this recipe, you will need to do the following:

  • Ensure you...
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Amazon Redshift Cookbook
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