Count Substrings That Differ by One Character — LeetCode 1638 Python Solution

MediumHash TableStringDynamic ProgrammingEnumeration
Problem
#1638
Reading time
3 min

The problem

Given two strings s and t, find the number of ways you can choose a non-empty substring of s and replace a single character by a different character such that the resulting substring is a substring of t. In other words, find the number of substrings in s that differ from some substring in t by exactly one character.

Example

Input
s = "aba", t = "baba"
Output
6
Explanation
The following are the pairs of substrings from s and t that differ by exactly 1 character:

Python solution

Python
class Solution:
    def countSubstrings(self, s: str, t: str) -> int:
        ans = 0
        m, n = len(s), len(t)
        for i, a in enumerate(s):
            for j, b in enumerate(t):
                if a != b:
                    l = r = 0
                    while i > l and j > l and s[i - l - 1] == t[j - l - 1]:
                        l += 1
                    while (
                        i + r + 1 < m and j + r + 1 < n and s[i + r + 1] == t[j + r + 1]
                    ):
                        r += 1
                    ans += (l + 1) * (r + 1)
        return ans

Complexity

MeasureComplexity
TimeO(n)
SpaceO(n) auxiliary

Pattern: Dynamic Programming

Define a state, write the transition, and stop recomputing the same subproblem. LeetCode 1638. Count Substrings That Differ by One Character is filed here because LeetCode tags it Dynamic Programming, which is the vocabulary this hub collects.

The dynamic programming guide has the Python template for the pattern and the 481 LeetCode problems that use it.

Related problems

Frequently asked questions

How hard is LeetCode 1638. Count Substrings That Differ by One Character?
LeetCode 1638. Count Substrings That Differ by One Character is rated Medium on LeetCode.
What is the time complexity of LeetCode 1638. Count Substrings That Differ by One Character?
The Python solution on this page runs in O(n).
What is the space complexity of LeetCode 1638. Count Substrings That Differ by One Character?
The Python solution on this page uses O(n) auxiliary space.
What topics does LeetCode 1638. Count Substrings That Differ by One Character cover?
LeetCode 1638. Count Substrings That Differ by One Character is tagged Hash Table, String, Dynamic Programming and Enumeration on LeetCode.

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