Testing R Code
About this book
Learn how to write R code with fewer bugs.
The problem with programming is that you are always one typo away from writing something silly. Likewise with data analysis, a small mistake in your model can lead to a big mistake in your results. Combining the two disciplines means that it is all too easy for a missed minus sign to generate a false prediction that you don't spot until it's too late. Testing is the only way to be sure that your code, and your results, are correct.
Testing R Code teaches you how to perform development-time testing using the testthat package, allowing you to ensure that your code works as intended. The book also teaches run-time testing using the assertive package; enabling your users to correctly run your code.
After beginning with an introduction to testing in R, the book explores more advanced cases such as integrating tests into R packages; testing code that accesses databases; testing C++ code with Rcpp; and testing graphics. Each topic is explained with real-world examples, and has accompanying exercises for readers to practise their skills — only a small amount of experience with R is needed to get started!
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Information
Table of contents
- Cover
- Half Title
- Title Page
- Copyright Page
- Table of Contents
- Preface
- 1: Introduction
- 2: Run-Time Testing with assertive
- 3: Development-Time Testing with testthat
- 4: Writing Easily Maintainable and Testable Code
- 5: Integrating Testing into Packages
- 6: Advanced Development-Time Testing
- 7: Writing Your Own Assertions and Expectations
- A: Answers to Exercises
- Bibliography
- Concept Index
- Package Index
- Dataset Index
- People Index
- Function Index
