Book Image

Dancing with Python

By : Robert S. Sutor
Book Image

Dancing with Python

By: Robert S. Sutor

Overview of this book

Dancing with Python helps you learn Python and quantum computing in a practical way. It will help you explore how to work with numbers, strings, collections, iterators, and files. The book goes beyond functions and classes and teaches you to use Python and Qiskit to create gates and circuits for classical and quantum computing. Learn how quantum extends traditional techniques using the Grover Search Algorithm and the code that implements it. Dive into some advanced and widely used applications of Python and revisit strings with more sophisticated tools, such as regular expressions and basic natural language processing (NLP). The final chapters introduce you to data analysis, visualizations, and supervised and unsupervised machine learning. By the end of the book, you will be proficient in programming the latest and most powerful quantum computers, the Pythonic way.
Table of Contents (29 chapters)
2
Part I: Getting to Know Python
10
PART II: Algorithms and Circuits
14
PART III: Advanced Features and Libraries
19
References
20
Other Books You May Enjoy
Appendices
Appendix C: The Complete UniPoly Class
Appendix D: The Complete Guitar Class Hierarchy
Appendix F: Production Notes

1.8 Exceptions

In many science fiction stories, novels, movies, and television series, characters use “teleportation” to move people and objects from one place to another. For example, the protagonist could teleport from Toronto to Tokyo instantly, without going through the time-consuming hassle of air flight.

It is also used in such plots to allow characters to escape from dangerous and unexpected conditions. Perhaps a monster might have the team cornered in the back of a cave, and there is no way to fight their way to safety. A hurried call by the leader on a communications device might demand “get us out of here!” or “beam us up now!” The STAR TREK® series and movies often featured the latter exclamation.

So, characters use teleportation for regular transportation, but also for exceptional situations that are usually life-threatening. Many programming languages also have the concept and mechanism of exceptions.

In a loop or a well-written function, you can see how your code’s execution moves from one step to another. With an exception, you say, “try this, and if it doesn’t work out, come back here.” Or, you might be thinking, “I’m going about my business, but something may happen infrequently, and I need to handle it if it does.” The place in your code where you handle the exception is called its catch point.

Suppose you want to delete a file. You have its name, and you call a function to remove the file. The only problem is that the file does not exist. How do you handle this? One way is to use a condition: if the file exists, then delete it. Another way is to use an exception: try to delete the file, and if something goes wrong (for example, it doesn’t exist), raise an exception, and go back and decide what you should do about it.

Another good example of why you might raise an exception is division by zero. Something is seriously wrong in your code if it tries to do this, and the solution may not be obvious to you. Using an exception can help you find processing or code design errors.

An exception usually includes information that explains why it was raised. Perhaps we could not delete the file because it wasn’t present. Alternatively, maybe we didn’t have permission to delete it. When we catch the exception, we can see what happened and proceed accordingly.

An exception can be raised and caught within a single function. Or, it might originate hundreds of steps away from the catch point. Functions often call other functions, which call yet other functions. The exception could be raised from one of these deeply nested function executions.

The philosophy and accepted conventions for using exceptions vary from programming language to programming language. Like several topics in software development, exceptions can be the focus of fervor and heated debate.