Book Image

Hands-On Software Engineering with Python

By : Brian Allbee, Nimesh Verma
Book Image

Hands-On Software Engineering with Python

By: Brian Allbee, Nimesh Verma

Overview of this book

Software Engineering is about more than just writing code—it includes a host of soft skills that apply to almost any development effort, no matter what the language, development methodology, or scope of the project. Being a senior developer all but requires awareness of how those skills, along with their expected technical counterparts, mesh together through a project's life cycle. This book walks you through that discovery by going over the entire life cycle of a multi-tier system and its related software projects. You'll see what happens before any development takes place, and what impact the decisions and designs made at each step have on the development process. The development of the entire project, over the course of several iterations based on real-world Agile iterations, will be executed, sometimes starting from nothing, in one of the fastest growing languages in the world—Python. Application of practices in Python will be laid out, along with a number of Python-specific capabilities that are often overlooked. Finally, the book will implement a high-performance computing solution, from first principles through complete foundation.
Table of Contents (21 chapters)
Free Chapter
1
Programming versus Software Engineering

Unit tests and trust

It was noted earlier that the real purpose of unit testing code is about ensuring that code behaves in a predictable fashion across all possible execution cases. In a very real way, it is also about establishing a measure of trust in a code base. In that context, there is a line that has to be drawn with respect to where that trust can simply be taken as a given. For example, the various unit tests in this iteration have focused on ensuring that the code created for data persistence gets everything that is necessary to and from the database engine. It has not been concerned with whether the library to connect to the database engine is trustworthy; for our purposes, we assume that it is, at least until we encounter a test failure that cannot be explained in any other way.

Unit tests provide that trust for others who might consume our code – knowing...