While working on a PHP project, I came across the concepts of data structures and time complexity. I understand (maybe) basic cases like:
- Searching in an unsorted array with a loop takes O(n) in the worst
case. - Nested loops (e.g., a loop inside another loop) result in O(n²)
complexity.
I am looking for resources or methods to determine the time complexity of built-in PHP functions.
For instance, what is the time complexity of
array_count_values($array)
?If it is
O(n²)
, then an alternative approach could be:
Sorting the array firstsort($array) → O(n logn)
. Iterating through it onceO(n)
to count occurrences. This would result inO(n log n) + O(n) = O(n log n)
in total. Would this be a more efficient approach ?
Questions:
-
Is there an official way to determine the time complexity of PHP
built-in functions? -
Are there any references (documentation, source code, or empirical analysis) to study this?
-
Can you suggest beginner-friendly resources for understanding time
complexity and data structure ?
Any insights or resources would be greatly appreciated.