Rule Request: Cognitive Complexity
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Description
New Issue Checklist
- Updated SwiftLint to the latest version
- I searched for existing GitHub issues
New rule request
- Why should this rule be added? Share links to existing discussion about what
the community thinks about this.
I find myself regularly disabling the "Cyclomatic complexity" rule for method that only contain a switch, and are really easy to understand.
While discussing this with fellow developers, I was told and given a link about Cognitive Complexity, which aims exactly that : replace cyclomatic complexity to provide a metric best suited to evaluate the difficulty to understand a method. It has the added benefit of evaluating types as well as methods.
I don't have a lot of experience with it by lack of current tooling to mesure it, but for my methods that currently trigger cyclomatic complexity, it makes sense.
White paper: Cognitive Complexity
- Provide several examples of what would and wouldn't trigger violations.
Only methods having a score higher than the given threshold would trigger a violation.
The first exemple of the paper is the following 2 methods. They have the same cyclomatic complexity (4), but different cognitive complexity.
int sumOfPrimes(int max) {
int total = 0;
OUT: for (int i = 1; i <= max; ++i) { // +1
for (int j = 2; j < i; ++j) { // +2 (for: +1, nesting: +1)
if (i % j == 0) { // +3 (if: +1, nesting: +2)
continue OUT; // +1 (break in the flow: +1)
}
}
total += i;
}
return total;
} // Cognitive complexity 7
String getWords(int number) {
switch (number) { // +1
case 1:
return "one";
case 2:
return "a couple";
case 3:
return “a few”;
default:
return "lots";
}
} // Cognitive complexity 1
It tends to favour code structures easier to read. For exemple switch are easier to read than there if {} else if {} counterpart, it has less noise, fewer repetition of the same variables.
- Should the rule be configurable, if so what parameters should be configurable?
The rule would have 2 thresholds: the first for warnings, the second for errors.
They should have a default value, and be configurable.
- Should the rule be opt-in or enabled by default? Why?
In my opinion it should be enabled by default at the end of the road. I use a linter to keep my code understandable, and cognitive complexity precisely try to answer that. And at first look, it does a decent job at that.
But since it is not widely known and use, it is probably wise to have it opt-in for a while, to evaluate its relevance, and find proper default thresholds.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
The issue names no implementation files, tests, or entry points. Start by reviewing the Cognitive Complexity white paper and the requested examples, then define Swift rule behavior, warning and error thresholds, and opt-in defaults; done means those design decisions are agreed and the rule is validated against representative examples.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- swift
- Domain
- tooling
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100