What Is the Complexity of the Sorted() Function?
I Have a List of Lists and I Am Sorting Them Using the Following Data=Sorted(Data, Key=Itemgetter(0)) Was Wondering What Is the Runtime Complexity of This...
I have a list of lists and I am sorting them using the following
data=sorted(data, key=itemgetter(0))
Was wondering what is the runtime complexity of this python function?
4 Answers
Provided itemgetter(0) is O(1) when used with data, the sort is O(n log n) both on average and in the worst case.
For more information on the sorting method used in Python, see Wikipedia.
sorted is like sort except that the first builds a new sorted list from an iterable while sort do sort in place. The main difference will be space complexity.
It is the Timsort, and Timsort is a kind of adaptive sorting algorithm based on merge sort and insertion sort, then I thought it belongs to the comparison sort, and it's said, no comparison sort can guarantee a time complexity smaller than lg(N!) ~ N log N.
Just like in every other programming language, the sorted() has O(NlogN) Time Complexity.
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