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Mastering SAS Programming for Data Warehousing

Mastering SAS Programming for Data Warehousing

By : Monika Wahi
4.4 (5)
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Mastering SAS Programming for Data Warehousing

Mastering SAS Programming for Data Warehousing

4.4 (5)
By: Monika Wahi

Overview of this book

SAS is used for various functions in the development and maintenance of data warehouses, thanks to its reputation of being able to handle ’big data’. This book will help you learn the pros and cons of storing data in SAS. As you progress, you’ll understand how to document and design extract-transform-load (ETL) protocols for SAS processes. Later, you’ll focus on how the use of SAS arrays and macros can help standardize ETL. The book will also help you examine approaches for serving up data using SAS and explore how connecting SAS to other systems can enhance the data warehouse user’s experience. By the end of this data management book, you will have a fundamental understanding of the roles SAS can play in a warehouse environment, and be able to choose wisely when designing your data warehousing processes involving SAS.
Table of Contents (18 chapters)
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1
Section 1: Managing Data in a SAS Data Warehouse
7
Section 2: Using SAS for Extract-Transform-Load (ETL) Protocols in a Data Warehouse
12
Section 3: Using SAS When Serving Warehouse Data to Users

Summary

This chapter presented an overview of how array processing is used in a SAS data warehouse for ETL, and provided context for the challenges and decisions that SAS data managers face when making choices about array processing in a SAS data warehouse. First, we went over scenarios where arrays are useful in processing, and we created flags and grouped variables based on native variables using arrays inside a data step. We discussed how these variables can become part of index variables, as well as issues to consider when serving up index variables or their components in the SAS data warehouse.

Because arrays are important to use in SAS processing to improve processing efficiency, we went over ways to build efficient array code through renaming variables, as well as through using conditions. Examples were provided about ways to document array usage for both internal and external stakeholders. Finally, we reviewed the limitations imposed by the constraints around variable naming...

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Mastering SAS Programming for Data Warehousing
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