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Snowflake Cookbook

You're reading from   Snowflake Cookbook Techniques for building modern cloud data warehousing solutions

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Product type Paperback
Published in Feb 2021
Publisher Packt
ISBN-13 9781800560611
Length 330 pages
Edition 1st Edition
Languages
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Authors (2):
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Hamid Mahmood Qureshi Hamid Mahmood Qureshi
Author Profile Icon Hamid Mahmood Qureshi
Hamid Mahmood Qureshi
Hammad Sharif Hammad Sharif
Author Profile Icon Hammad Sharif
Hammad Sharif
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Toc

Table of Contents (12) Chapters Close

Preface 1. Chapter 1: Getting Started with Snowflake 2. Chapter 2: Managing the Data Life Cycle FREE CHAPTER 3. Chapter 3: Loading and Extracting Data into and out of Snowflake 4. Chapter 4: Building Data Pipelines in Snowflake 5. Chapter 5: Data Protection and Security in Snowflake 6. Chapter 6: Performance and Cost Optimization 7. Chapter 7: Secure Data Sharing 8. Chapter 8: Back to the Future with Time Travel 9. Chapter 9: Advanced SQL Techniques 10. Chapter 10: Extending Snowflake Capabilities 11. Other Books You May Enjoy

Identifying and reducing unnecessary Fail-safe and Time Travel storage usage

Through this recipe, we will learn how to identify tables that may be used for ETL-like workloads and therefore do not need Fail-safe and Time Travel storage capabilities. Such tables can be altered to remove Fail-safe and Time Travel storage, resulting in lower overall storage costs.

Getting ready

You will need to be connected to your Snowflake instance via the web UI or the SnowSQL client to execute this recipe.

How to do it…

We will simulate a fictitious ETL process in which we use a temporary table for holding some data. Data from the interim table is then processed and aggregated into a target table. Once the target table is loaded, the ETL process deletes the data from the temporary table. The purpose of this is to explain what the best table type for interim ETL tables is. The steps for this recipe are as follows:

  1. We will start by creating a new database and a table that will...
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