Following is a quick way to identify code with low testability and hence low maintainability:
- Take any specific public method of the class
- Count for number of decision points such as following:
– If
– For
– While
– Switch
– Inline ifs
- If the number of decision points in a method is more than 15 or so, it could be taken as indication that it may get difficult to write unit tests covering all possible flows. Thus, the code will have lower testability.
The number of decision points in a method is also used to define/measure cyclomatic complexity of the method, or more specifically, McCabe Cyclomatic Complexity. Thus, mathematically speaking, testability can be represented as following:
Testability, T of a method is inversely proportional to No. of Decision Points, D, found in the method.
Ajitesh has been recently working in the area of AI and machine learning. Currently, his research area includes Safe & Quality AI. In addition, he is also passionate about various different technologies including programming languages such as Java/JEE, Javascript and technologies such as Blockchain, mobile computing, cloud-native technologies, application security, cloud computing platforms, big data etc.
He has also authored the book, Building Web Apps with Spring 5 and Angular.
He has also authored the book, Building Web Apps with Spring 5 and Angular.
Latest posts by Ajitesh Kumar (see all)
- Different Types of Classification Learning Algorithms - May 24, 2020
- Why Deep Learning is calledDeep Learning? - May 24, 2020
- What are Features in Machine Learning? - May 24, 2020
