Book Image

Learning Jupyter 5 - Second Edition

Book Image

Learning Jupyter 5 - Second Edition

Overview of this book

The Jupyter Notebook allows you to create and share documents that contain live code, equations, visualizations, and explanatory text. The Jupyter Notebook system is extensively used in domains such as data cleaning and transformation, numerical simulation, statistical modeling, and machine learning. Learning Jupyter 5 will help you get to grips with interactive computing using real-world examples. The book starts with a detailed overview of the Jupyter Notebook system and its installation in different environments. Next, you will learn to integrate the Jupyter system with different programming languages such as R, Python, Java, JavaScript, and Julia, and explore various versions and packages that are compatible with the Notebook system. Moving ahead, you will master interactive widgets and namespaces and work with Jupyter in a multi-user mode. By the end of this book, you will have used Jupyter with a big dataset and be able to apply all the functionalities you’ve explored throughout the book. You will also have learned all about the Jupyter Notebook and be able to start performing data transformation, numerical simulation, and data visualization.
Table of Contents (18 chapters)
Title Page
Packt Upsell
Contributors
Preface
Index

Java Optional


Many a programmer has been bitten by NullPointerException. While occurring less in Java than C or C++, it may still occur. Now, Java has the idea of an Optional field. An Optional field may or may not contain a value. You can test whether there is a value present or not rather than the awkward null tests that exist.

We can run through several aspects of Optional by using the following code snippet:

import java.util.Optional; 
public class MyOptional { 
    public static void main() { 
        MyOptional program = new MyOptional(); 
        Integer value1 = null; 
        Integer value2 = 123; 
         
        //.ofNullable allows null 
        Optional<Integer> a = Optional.ofNullable(value1); 
         
        //.of does not allow null 
        Optional<Integer> b = Optional.of(value2); 
        System.out.println(program.sum(a,b)); 
    } 
     
    public Integer sum(Optional<Integer> first, Optional<Integer>
      second) { 
        System.out.println...