Solving Leetcode Interviews in Seconds with AI: Find Longest Awesome Substring
Introduction
In this blog post, we will explore how to solve the LeetCode problem "1542" using AI. LeetCode is a popular platform for preparing for coding interviews, and with the help of AI tools like Chatmagic, we can generate solutions quickly and efficiently - helping you pass the interviews and get the job offer without having to study for months.
Problem Statement
You are given a string s. An awesome substring is a non-empty substring of s such that we can make any number of swaps in order to make it a palindrome. Return the length of the maximum length awesome substring of s. Example 1: Input: s = "3242415" Output: 5 Explanation: "24241" is the longest awesome substring, we can form the palindrome "24142" with some swaps. Example 2: Input: s = "12345678" Output: 1 Example 3: Input: s = "213123" Output: 6 Explanation: "213123" is the longest awesome substring, we can form the palindrome "231132" with some swaps. Constraints: 1 <= s.length <= 105 s consists only of digits.
Explanation
Here's a solution to find the length of the maximum length awesome substring of a given string, focusing on efficiency and optimality:
- Key Idea: A substring can be rearranged into a palindrome if and only if the count of each digit is even, or at most one digit has an odd count. We use a bitmask to represent the parity (even/odd) of each digit's count. We iterate through the string, updating the bitmask, and use a dictionary to store the first occurrence of each bitmask.
- Leverage Bit Manipulation: Bit manipulation allows us to efficiently represent and update the parity of digit counts. Each bit in the mask corresponds to a digit (0-9).
Early Occurrence Tracking: The first occurrence of each bitmask determines the start of an awesome substring, so we store only the earliest position of each mask.
Runtime and Space Complexity: O(n), where n is the length of the input string. Space complexity is O(1) because the maximum possible number of distinct masks is 2^10 which is constant.
Code
def longestAwesome(s: str) -> int:
"""
Finds the length of the longest awesome substring of s.
An awesome substring is a non-empty substring of s such that we can
make any number of swaps in order to make it a palindrome.
Args:
s: The input string consisting of digits.
Returns:
The length of the maximum length awesome substring of s.
"""
first_occurrence = {0: -1} # Store the first occurrence of each mask
mask = 0
max_len = 0
for i, digit in enumerate(s):
digit = int(digit)
mask ^= (1 << digit) # Update the mask with the parity of the digit
if mask in first_occurrence:
max_len = max(max_len, i - first_occurrence[mask])
else:
first_occurrence[mask] = i
# Check for substrings with at most one odd count
for j in range(10):
potential_mask = mask ^ (1 << j)
if potential_mask in first_occurrence:
max_len = max(max_len, i - first_occurrence[potential_mask])
return max_len