Shortest Palindrome — LeetCode 214 Python Solution

HardStringString MatchingHash FunctionRolling Hash
Problem
#214
Pattern
Hash Map
Reading time
3 min

The problem

You are given a string s. You can convert s to a palindrome by adding characters in front of it.

Example

Input
s = "aacecaaa"
Output
"aaacecaaa"

Python solution

Python
class Solution:
    def shortestPalindrome(self, s: str) -> str:
        base = 131
        mod = 10**9 + 7
        n = len(s)
        prefix = suffix = 0
        mul = 1
        idx = 0
        for i, c in enumerate(s):
            prefix = (prefix * base + (ord(c) - ord('a') + 1)) % mod
            suffix = (suffix + (ord(c) - ord('a') + 1) * mul) % mod
            mul = (mul * base) % mod
            if prefix == suffix:
                idx = i + 1
        return s if idx == n else s[idx:][::-1] + s

Complexity

MeasureComplexity
TimeO(n)
SpaceO(n) auxiliary

Pattern: Hash Map

Trade memory for time: remember what you have seen so the second pass never happens. LeetCode 214. Shortest Palindrome is filed here because the reference solution below belongs to the algorithm family this hub collects, even though its LeetCode tags point elsewhere.

The hash map guide has the Python template for the pattern and the 709 LeetCode problems that use it.

Related problems

Frequently asked questions

How hard is LeetCode 214. Shortest Palindrome?
LeetCode 214. Shortest Palindrome is rated Hard on LeetCode.
What is the time complexity of LeetCode 214. Shortest Palindrome?
The Python solution on this page runs in O(n).
What is the space complexity of LeetCode 214. Shortest Palindrome?
The Python solution on this page uses O(n) auxiliary space.
What topics does LeetCode 214. Shortest Palindrome cover?
LeetCode 214. Shortest Palindrome is tagged String, String Matching, Hash Function and Rolling Hash on LeetCode.

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