Book Image

Pentaho 3.2 Data Integration: Beginner's Guide

Book Image

Pentaho 3.2 Data Integration: Beginner's Guide

Overview of this book

Pentaho Data Integration (a.k.a. Kettle) is a full-featured open source ETL (Extract, Transform, and Load) solution. Although PDI is a feature-rich tool, effectively capturing, manipulating, cleansing, transferring, and loading data can get complicated.This book is full of practical examples that will help you to take advantage of Pentaho Data Integration's graphical, drag-and-drop design environment. You will quickly get started with Pentaho Data Integration by following the step-by-step guidance in this book. The useful tips in this book will encourage you to exploit powerful features of Pentaho Data Integration and perform ETL operations with ease.Starting with the installation of the PDI software, this book will teach you all the key PDI concepts. Each chapter introduces new features, allowing you to gradually get involved with the tool. First, you will learn to work with plain files, and to do all kinds of data manipulation. Then, the book gives you a primer on databases and teaches you how to work with databases inside PDI. Not only that, you'll be given an introduction to data warehouse concepts and you will learn to load data in a data warehouse. After that, you will learn to implement simple and complex processes.Once you've learned all the basics, you will build a simple datamart that will serve to reinforce all the concepts learned through the book.
Table of Contents (27 chapters)
Pentaho 3.2 Data Integration Beginner's Guide
Credits
Foreword
The Kettle Project
About the Author
About the Reviewers
Preface
Index

Time for action – reviewing examinations by using the Calculator step


Can you recollect the exercise about examinations you did in the previous chapter? You created an incremental file with examination results. The final file looked like the following:

---------------------------------------------------------
Annual Language Examinations
Testing writing, reading, speaking and listening skills
---------------------------------------------------------
student_code;name;writing;reading;speaking;listening;file_processed;process_date
80711-85;William Miller; 81;83;80;90;C:\pdi_files\input\first_turn.txt;28-05-2009
20362-34;Jennifer Martin; 87;76;70;80;C:\pdi_files\input\first_turn.txt;28-05-2009
75283-17;Margaret Wilson; 99;94;90;80;C:\pdi_files\input\first_turn.txt;28-05-2009
83714-28;Helen Thomas; 89;97;80;80;C:\pdi_files\input\first_turn.txt;28-05-2009
61666-55;Maria Thomas; 88;77;70;80;C:\pdi_files\input\first_turn.txt;28-05-2009
...

Now you want to convert all grades in the scale 0-100 to...