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Description: Single number Leetcode challenge
Single number Leetcode Solution Python
You can complete the Solution class to implement the singleNumber method using the XOR approach as follows:
from typing import List class Solution: def singleNumber(self, nums: List[int]) -> int: result = 0 for num in nums: result ^= num return result
Step by Step Code explanation
Problem: You are given a non-empty array of integers where every element appears twice except for one. You need to find the single number.
Solution Approach: The solution uses the XOR bitwise operation, which has two important properties:
- XOR of a number with itself is 0:
x ^ x = 0for any integer
- XOR is commutative and associative:
a ^ b ^ c = a ^ (b ^ c).
The idea is to XOR all the numbers in the array. Since all elements appear twice except for one, XORing all the elements will cancel out the duplicates, and you will be left with the single number.
Here’s the step-by-step explanation of how the code works:
- Initialize a variable
resultto 0. This variable will store the result.
- Iterate through the
numslist using a for loop.
- For each number in the list, XOR it with the current value of
resultwith the XOR result. This effectively accumulates the XOR of all the numbers in the list.
- After iterating through the entire list, the
resultwill contain the XOR of all the elements. Since all elements appear twice except for one, the duplicates will cancel each other out, and you will be left with the single number.
- Return the
result, which is the single number.
Here’s a simple example to illustrate the process:
Example: nums = [4, 1, 2, 1, 2]
- Iterating through the list:
- result = 0 ^ 4 = 4
- result = 4 ^ 1 = 5
- result = 5 ^ 2 = 7
- result = 7 ^ 1 = 6
- result = 6 ^ 2 = 4
- After the loop,
resultcontains the single number, which is 4.
This approach works because XORing the same number twice results in 0, and it doesn’t matter what order the numbers are XORed in, so it effectively cancels out duplicates and leaves you with the single number in the end.
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