Book Image

Learning Pentaho Data Integration 8 CE - Third Edition

Book Image

Learning Pentaho Data Integration 8 CE - Third Edition

Overview of this book

Pentaho Data Integration(PDI) is an intuitive and graphical environment packed with drag-and-drop design and powerful Extract-Tranform-Load (ETL) capabilities. This book shows and explains the new interactive features of Spoon, the revamped look and feel, and the newest features of the tool including transformations and jobs Executors and the invaluable Metadata Injection capability. We begin with the installation of PDI software and then move on to cover all the key PDI concepts. Each of the chapter introduces new features, enabling you to gradually get practicing with the tool. First, you will learn to do all kind of data manipulation and work with simple plain files. Then, the book teaches you how you can work with relational databases inside PDI. Moreover, you will be given a primer on data warehouse concepts and you will learn how to load data in a data warehouse. During the course of this book, you will be familiarized with its intuitive, graphical and drag-and-drop design environment. By the end of this book, you will learn everything you need to know in order to meet your data manipulation requirements. Besides, your will be given best practices and advises for designing and deploying your projects.
Table of Contents (23 chapters)
Title Page
Credits
About the Author
About the Reviewers
www.PacktPub.com
Customer Feedback
Preface

Identifying use cases to implement metadata injection


So far, we used injection to deal with dynamic sources. The opposite could have been dealing with dynamic targets. An example of this is generating files with a variable number of fields.

Metadata injection can also be used to reduce repetitive tasks. A typical example is the loading of text files into staging tables. Suppose that you have a text file that you want to load into a staging table. Besides the specific task of loading the table, you want to apply some validations—for example, checking for non-null values, storing audit information such as user and timestamp for the execution, counting the number of processed rows and log in a result table, among other tasks. 

Now suppose that you have to do this for a considerable quantity of different files. You could take this process as the base and start copying and pasting, adapting the process for each file. This is, however, not a good idea for a list of reasons:

  • It is time-consuming
  • It...