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

Data access design strategies

The last bit of analysis that we need to undertake before we can start writing out the stories for this iteration involves determining where the responsibility for object data access is going to live. In a script or another purely procedural context, it would probably suffice to simply connect to a data source, read the data from it as needed, modify it as needed, and write any changes back out again, but that would only be viable because the entire procedure would be relatively static.

In an application or service such as hms_sys, data use is very much a random-access scenario—there may be common procedures that might even look a lot like a simple script's step-by-step implementations, but those processes could (and will) be initiated in a fashion that may be totally unpredictable.

That, then, means that we need to have data access...