MediumNo. 1061

Lexicographically Smallest Equivalent String — LeetCode 1061 Python Solution

Pattern
Union-Find
Topics
Union Find, String
Reading time
3 min

The problem

You are given two strings of the same length s1 and s2 and a string baseStr. We say s1[i] and s2[i] are equivalent characters.

Example

Input
s1 = "parker", s2 = "morris", baseStr = "parser"
Output
"makkek"
Explanation
Based on the equivalency information in s1 and s2, we can group their characters as [m,p], [a,o], [k,r,s], [e,i].

Python solution

PythonSolution
class Solution:
    def smallestEquivalentString(self, s1: str, s2: str, baseStr: str) -> str:
        def find(x: int) -> int:
            if p[x] != x:
                p[x] = find(p[x])
            return p[x]

        p = list(range(26))
        for a, b in zip(s1, s2):
            x, y = ord(a) - ord("a"), ord(b) - ord("a")
            px, py = find(x), find(y)
            if px < py:
                p[py] = px
            else:
                p[px] = py
        return "".join(chr(find(ord(c) - ord("a")) + ord("a")) for c in baseStr)

Complexity

Time
O((n + m) × log |Σ|)
Space · auxiliary
O(|Σ|), where n is the length of strings s1 and s2, m is the length of baseStr, and |Σ| is the size of the character set, which is 26 in this problem

Pattern: Union-Find

Merge groups and ask whether two things are connected, both in near-constant time. LeetCode 1061. Lexicographically Smallest Equivalent String is filed here on both counts: the reference solution below belongs to the algorithm family this hub collects, and LeetCode tags it Union Find.

The union-find guide has the Python template for the pattern and the 83 LeetCode problems that use it.

Related problems

Frequently asked questions

How hard is LeetCode 1061. Lexicographically Smallest Equivalent String?

LeetCode 1061. Lexicographically Smallest Equivalent String is rated Medium on LeetCode.

What is the time complexity of LeetCode 1061. Lexicographically Smallest Equivalent String?

The Python solution on this page runs in O((n + m) × log |Σ|).

What is the space complexity of LeetCode 1061. Lexicographically Smallest Equivalent String?

The Python solution on this page uses O(|Σ|), where n is the length of strings s1 and s2, m is the length of baseStr, and |\Sigma| is the size of the character set, which is 26 in this problem auxiliary space.

What topics does LeetCode 1061. Lexicographically Smallest Equivalent String cover?

LeetCode 1061. Lexicographically Smallest Equivalent String is tagged Union Find and String on LeetCode.

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