Dr. Kristian Rother - Best Practices for Debugging
Description
This tutorial introduces concepts and techniques for systematic debugging. Participants will debug example programs with different kinds of bugs and with increasing difficulty.
Abstract
Debugging is a daily activity of any programmer. Frequently, it is assumed that programmers can debug. However, programmers often have to deal with existing code that simply does not work. This tutorial attempts to change that by introducing concepts for debugging and corresponding programming techniques.
In this tutorial, participants will learn strategies for systematically debugging Python programs. We will work through a series of examples, each with a different kind of bug and with increasing difficulty. The training will be interactive, combining one-person and group activities, to improve your debugging skills in an entertaining way.
Contents:
Syntax Error against Runtime exceptions
Debugging with the scientific method
Inspection of variables with print and introspection functions
Using an interactive debugger
Logging
Code Review
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PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R.
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