handleItem has a cyclomatic complexity of 21 with "High" risk 8define("ISSUES", "/issues/");
9define("PULLS", "/pulls/");
10
11function handleItem($pullRequest, $isRetry = false) 12{
13 if (!$isRetry) {
14 echo "https://github.com/{$pullRequest->RepositoryOwner}/{$pullRequest->RepositoryName}/pull/{$pullRequest->Number}:\n\n";A function with high cyclomatic complexity can be hard to understand and maintain. Cyclomatic complexity is a software metric that measures the number of independent paths through a function. A higher cyclomatic complexity indicates that the function has more decision points and is more complex.
Functions with high cyclomatic complexity are more likely to have bugs and be harder to test. They may lead to reduced code maintainability and increased development time.
To reduce the cyclomatic complexity of a function, you can:
- Break the function into smaller, more manageable functions.
- Refactor complex logic into separate functions or classes.
- Avoid multiple return paths and deeply nested control expressions.
Bad practice
function fizzbuzz(string $file) { // Complexity 1
if ($file === null) return; // +1
$max = 0;
try {
$input = file_get_contents($file);
$max = intval($input);
} catch (e) { // +1
return;
}
if ($max < 0 || $max === 0 || $max === null) return; // +3
$i = 0;
while ($i < $max) { // +1
switch ($i % 15) {
case 0: // +1
print "fizzbuzz";
break;
case 3:
case 6:
case 9:
case 12: // +4
print "fizz";
break;
case 5:
case 10: // +2
print "buzz";
break;
default: print $i;
};
$i += 1;
}
}
Recommended
function get_max_from_file(string $file): ?int {
if ($file === null) return null; // +1
$max = 0;
try {
$input = file_get_contents($file);
$max = intval($input);
} catch (e) { // +1
return null;
}
if ($max <== 0) return null; // +1
return $max;
}
function fizzbuzz(string $file) { // Complexity 1
$max = get_max_from_file($file) ?? return;
$i = 0;
while ($i < $max) { // +1
$divby3 = $i % 3 == 0;
$divby5 = $i % 5 == 0;
if ($divby3 && $divby5) print "fizzbuzz"; // +2
else if ($divby3) print "fizz"; // +1
else if ($divby5) print "buzz"; // +1
else print $i;
$i += 1;
}
}
Issue configuration
Cyclomatic complexity threshold can be configured using the
cyclomatic_complexity_threshold meta field in your repository's
.deepsource.toml config file.
Configuring this issue is optional. If you don't provide a value, the PHP analyzer will raise issues for functions with complexity higher than the default threshold, which is 15 (Medium) for PHP.
Here's a mapping of risk category to cyclomatic complexity score to help you configure this better:
| Risk category | Cyclomatic complexity range | Recommended action |
|---|---|---|
| low | 1-5 | No action needed. |
| medium | 6-15 | Review and monitor. |
| high | 16-25 | Review and refactor. It is recommended to add explanatory comments if the function absolutely cannot be changed. |
| very-high | 26-50 | Refactor to reduce the complexity. |
| critical | >50 | The function must be refactored. Such high complexity can harm testability and readability. |