Lecture

Property-Based Testing: Advanced Techniques and Applications

Graph Chat

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Description

This lecture delves into advanced software testing techniques, focusing on property-based testing. The instructor discusses differential testing, mutational testing, crash testing, and fuzzing, explaining how these methods can be used to test complex systems effectively. The lecture also covers the concepts of black box, gray box, and white box fuzzing, providing insights into how these techniques can uncover bugs in software. Additionally, the instructor demonstrates the use of ScalaCheck for property-based testing and encourages students to explore this library to enhance their testing skills.

This video is available exclusively on Mediaspace for a restricted audience. Please log in to MediaSpace to access it if you have the necessary permissions.

Watch on Mediaspace

Official source

Ontological neighbourhood

Computer engineering

Software development: Software development process

Theoretical computer science

Programming language theory: High-level programming languages

Related concepts (32)

Software testing

Software testing is the act of examining the artifacts and the behavior of the software under test by validation and verification. Software testing can also provide an objective, independent view of the software to allow the business to appreciate and understand the risks of software implementation. Test techniques include, but are not necessarily limited to: analyzing the product requirements for completeness and correctness in various contexts like industry perspective, business perspective, feasibility and viability of implementation, usability, performance, security, infrastructure considerations, etc.

Scala (programming language)

Scala (ˈskɑːlə ) is a strong statically typed high-level general-purpose programming language that supports both object-oriented programming and functional programming. Designed to be concise, many of Scala's design decisions are aimed to address criticisms of Java. Scala source code can be compiled to Java bytecode and run on a Java virtual machine (JVM). Scala can also be compiled to JavaScript to run in a browser, or directly to a native executable.

MicroEMACS

MicroEMACS is a small, portable Emacs-like text editor originally written by Dave Conroy in 1985, and further developed by Daniel M. Lawrence (1958–2010) and was maintained by him. MicroEMACS has been ported to many operating systems, including CP/M, MS-DOS, Microsoft Windows, VMS, Atari ST, AmigaOS, OS-9, NeXTSTEP, and various Unix-like operating systems. Variants of MicroEMACS also exist, such as mg, a more GNU Emacs-compatible editor. Many relationships to contemporary editors can also be found in MicroEMACS.

Test automation

In software testing, test automation is the use of software separate from the software being tested to control the execution of tests and the comparison of actual outcomes with predicted outcomes. Test automation can automate some repetitive but necessary tasks in a formalized testing process already in place, or perform additional testing that would be difficult to do manually. Test automation is critical for continuous delivery and continuous testing.

Editor war

The editor war is the rivalry between users of the Emacs and vi (now usually Vim, or more recently Neovim) text editors. The rivalry has become an enduring part of hacker culture and the free software community. The Emacs versus vi debate was one of the original "holy wars" conducted on Usenet groups, with many flame wars fought between those insisting that their editor of choice is the paragon of editing perfection, and insulting the other, since at least 1985.

Related lectures (64)

Software Testing: Avoiding and Fixing Bugs

Emphasizes the critical role of software testing in preventing and resolving bugs during development.

Property-Based Testing: Advanced Techniques

Explores advanced software testing techniques, including property-based testing, to ensure code correctness and improve software quality.

Software Quality: Managing Defects and Testing Strategies

Explores managing defects, testing strategies, and challenges in software quality, with real-world examples and case studies.

Practical Engineering 1: Signal Processing

Explores advanced software engineering topics and signal processing using lazy lists to build a sound synthesizer from scratch.

Automated Testing: Fuzzing and Sanitization