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Backspace String Compare
Compare two strings after processing backspaces using efficient two-pointer scanning and careful invariant tracking to ensure correctness.
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Practice Focus
Easy · Two-pointer scanning with invariant tracking
Answer-first summary
Compare two strings after processing backspaces using efficient two-pointer scanning and careful invariant tracking to ensure correctness.
Ace coding interviews with Interview AiBoxInterview AiBox guidance for Two-pointer scanning with invariant tracking
The goal is to verify if two strings are identical after applying backspace operations. Use a two-pointer approach scanning from the end while tracking valid characters. This avoids extra stack space and ensures linear time processing of both strings.
Problem Statement
Given two strings s and t, each containing lowercase letters and '#' characters representing backspaces, determine whether they are equal when typed into empty text editors. A backspace '#' deletes the previous character if any; if the text is empty, it has no effect.
For example, with s = "ab#c" and t = "ad#c", both become "ac" after processing, so the output is true. Implement an algorithm that efficiently handles strings up to length 200 and returns a boolean indicating equality after backspaces.
Examples
Example 1
Input: s = "ab#c", t = "ad#c"
Output: true
Both s and t become "ac".
Example 2
Input: s = "ab##", t = "c#d#"
Output: true
Both s and t become "".
Example 3
Input: s = "a#c", t = "b"
Output: false
s becomes "c" while t becomes "b".
Constraints
- 1 <= s.length, t.length <= 200
- s and t only contain lowercase letters and '#' characters.
Solution Approach
Two-pointer backward scan
Start from the end of both strings with two pointers. Track skip counts for each string to ignore characters deleted by backspaces. Move pointers backward until the next valid character and compare them at each step.
Invariant character comparison
Maintain the invariant that each pointer points to a valid character not removed by backspaces. Compare these valid characters immediately. If any mismatch occurs, return false; otherwise, continue until both pointers reach the start.
Constant space optimization
Avoid building new strings or stacks. Only use counters to track pending backspaces. This reduces extra memory usage to O(1) while preserving linear time complexity O(M + N) over the lengths of the input strings.
Complexity Analysis
| Metric | Value |
|---|---|
| Time | O(M + N) |
| Space | O(1) |
Time complexity is O(M + N) since each character in s and t is processed at most once. Space complexity is O(1) because only counters and pointers are used without additional storage.
What Interviewers Usually Probe
- Check if you can handle consecutive backspaces correctly when pointers cross multiple '#' characters.
- Notice if the candidate compares characters without correctly skipping invalid ones.
- Watch if they optimize space by avoiding auxiliary stacks or rebuilt strings.
Common Pitfalls or Variants
Common pitfalls
- Failing to skip multiple consecutive backspaces properly leading to incorrect character comparisons.
- Attempting to build processed strings instead of scanning with two pointers, increasing unnecessary space usage.
- Not handling cases where one string is exhausted while the other still has pending backspaces.
Follow-up variants
- Compare strings with different special characters representing backspaces or deletions.
- Compute equality when backspaces are applied from the start instead of scanning backward.
- Determine if one string can be transformed into the other using a limited number of backspaces.
FAQ
What is the best way to compare strings with backspaces in Backspace String Compare?
Use a two-pointer backward scan to handle backspaces without extra space, comparing valid characters as you move pointers.
Can I use a stack to solve this problem?
Yes, but it uses O(N) extra space. Two-pointer scanning is preferred to maintain O(1) space while keeping linear time.
How do I handle consecutive '#' characters?
Increment a skip counter for each '#' and decrement it when skipping valid characters until the counter is zero.
Does GhostInterview provide a ready-to-run solution?
It provides guided solutions with stepwise two-pointer reasoning and invariant tracking but encourages writing code based on the approach.
What are key failure points in this problem?
Not correctly skipping characters removed by multiple backspaces or misaligning pointers between the two strings often causes wrong answers.
Solution
Solution 1
#### Python3
class Solution:
def backspaceCompare(self, s: str, t: str) -> bool:
i, j, skip1, skip2 = len(s) - 1, len(t) - 1, 0, 0
while i >= 0 or j >= 0:
while i >= 0:
if s[i] == '#':
skip1 += 1
i -= 1
elif skip1:
skip1 -= 1
i -= 1
else:
break
while j >= 0:
if t[j] == '#':
skip2 += 1
j -= 1
elif skip2:
skip2 -= 1
j -= 1
else:
break
if i >= 0 and j >= 0:
if s[i] != t[j]:
return False
elif i >= 0 or j >= 0:
return False
i, j = i - 1, j - 1
return TrueContinue Practicing
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two pointers
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