Sort an Array
Given an array of integers, sort it in ascending order and return it. You must solve this without using built-in sort and in O(n log n) time and O(log n) space.
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Problem
Given an array of integers nums, sort the array in ascending order and return it.
Input
An integer array `nums`.
Output
The array sorted in ascending order.
Examples
Input: nums = [5,2,3,1]
Output: [1,2,3,5]
Input: nums = [5,1,1,2,0,0]
Output: [0,0,1,1,2,5]
The brute-force approach
Selection sort or insertion sort: O(n²). Simple to implement but fails the time constraint.
for i in range(n):
for j in range(i+1, n):
if nums[j] < nums[i]:
nums[i], nums[j] = nums[j], nums[i]O(n²) comparisons — too slow for large inputs.
Spotting the pattern
This is a Sorting Algorithms problem. The key question to ask yourself:
After sorting the left and right halves independently, how do you combine them into a single sorted array?
Answering that is where it clicks, and it's exactly what the guided walkthrough below builds with you: the pattern reasoning, a progressive hint ladder that never spoils the answer, a row-by-row dry run, the optimized solution, and an in-browser editor to run your code against real test cases.
Unlock the full guided solution
The Sorting Algorithms walkthrough for Sort an Array: the progressive hint ladder, a row-by-row dry run, the optimized code, and an in-browser runner, plus both full courses, DSA and System Design, and every other premium problem.
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