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Pentaho Data Integration Beginner's Guide - Second Edition

You're reading from   Pentaho Data Integration Beginner's Guide - Second Edition Get up and running with the Pentaho Data Integration tool using this hands-on, easy-to-read guide with this book and ebook

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Product type Paperback
Published in Oct 2013
Publisher Packt
ISBN-13 9781782165040
Length 502 pages
Edition 2nd Edition
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Author (1):
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María Carina Roldán María Carina Roldán
Author Profile Icon María Carina Roldán
María Carina Roldán
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Table of Contents (21) Chapters Close

Preface 1. Getting Started with Pentaho Data Integration FREE CHAPTER 2. Getting Started with Transformations 3. Manipulating Real-world Data 4. Filtering, Searching, and Performing Other Useful Operations with Data 5. Controlling the Flow of Data 6. Transforming Your Data by Coding 7. Transforming the Rowset 8. Working with Databases 9. Performing Advanced Operations with Databases 10. Creating Basic Task Flows 11. Creating Advanced Transformations and Jobs 12. Developing and Implementing a Simple Datamart A. Working with Repositories B. Pan and Kitchen – Launching Transformations and Jobs from the Command Line C. Quick Reference – Steps and Job Entries D. Spoon Shortcuts E. Introducing PDI 5 Features F. Best Practices G. Pop Quiz Answers Index

Extending the sales datamart model

You may, and you usually have, more than one fact table sharing some of the dimensions.

Look at the following figure:

Extending the sales datamart model

It shows two stars sharing three dimensions: Regions, Manufacturer, and Time. The star model to the left is the SALES star model you already know. The star model to the right does not have data for accessories but has more detail for puzzles, for example, the number of pieces they have or the category or theme they belong to. When you have more than one fact table sharing dimensions as here, you have what is called a constellation.

The following table summarizes the dimensions added to the datamart:

Dimension

Description

Pieces

Number of pieces of the puzzle, grouped in the following ranges: 0-25, 26-100, and so on

Theme

Classification of the puzzle in any of the following categories: Fantasy, Castles, Landscapes, and so on

Glows in the Dark

Yes/No

3D Puzzle

Yes/No

Wooden Puzzle

Yes/No

Panoramic Puzzle

Yes/No

Packaging

Number...

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