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Apache Spark 2.x Cookbook

You're reading from  Apache Spark 2.x Cookbook

Product type Book
Published in May 2017
Publisher
ISBN-13 9781787127265
Pages 294 pages
Edition 1st Edition
Languages
Author (1):
Rishi Yadav Rishi Yadav
Profile icon Rishi Yadav
Toc

Table of Contents (19) Chapters close

Title Page
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
1. Getting Started with Apache Spark 2. Developing Applications with Spark 3. Spark SQL 4. Working with External Data Sources 5. Spark Streaming 6. Getting Started with Machine Learning 7. Supervised Learning with MLlib — Regression 8. Supervised Learning with MLlib — Classification 9. Unsupervised Learning 10. Recommendations Using Collaborative Filtering 11. Graph Processing Using GraphX and GraphFrames 12. Optimizations and Performance Tuning

Loading and saving data from relational databases


Loading data into Spark from relational databases is very common. As the Spark-based big data lake is becoming a replacement for traditional Enterprise Data warehouses, Spark needs to connect to support for JDBC.

Getting ready

Make sure that the JDBC driver JAR is visible on the client node and all the slave nodes on which the executor will run.

How to do it...

  1. Create a table named person in MySQL using the following DDL:
        CREATE TABLE 'person' ( 
          'person_id' int(11) NOT NULL AUTO_INCREMENT, 
          'first_name' varchar(30) DEFAULT NULL, 
          'last_name' varchar(30) DEFAULT NULL, 
          'gender' char(1) DEFAULT NULL, 
          'age' tinyint(4) DEFAULT NULL, 
          PRIMARY KEY ('person_id') 
        )
  1. Insert some data:
        Insert into person values('Barack','Obama','M',55); 
        Insert into person values('Bill','Clinton','M',70); 
        Insert into person values('Hillary','Clinton','F',69); 
        Insert...
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