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 – counting frequent words by filtering


Let's suppose, you have some plain text files, and you want to know what is said in them. You don't want to read them, so you decide to count the times that words appear in the text, and see the most frequent ones to get an idea of what the files are about.

Note

Before starting, you'll need at least one text file to play with. The text file used in this tutorial is named smcng10.txt and is available for you to download from the Packt website.

Let's work:

  1. Create a new transformation.

  2. By using a Text file input step, read your file. The trick here is to put as a separator a sign you are not expecting in the file, for example |. By doing so, the entire line would be recognized as a single field. Configure the Fields tab by defining a single string field named line.

  3. From the Transform category of step, drag to the canvas a Split field to rows step, and create a hop from Text file input step to this new step.

  4. Configure the step like this:

  5. With...