Prerequisites
Before attempting this problem, you should be comfortable with:
- Two Pointers - Using left and right pointers to identify groups of consecutive characters
- Arithmetic Series Formula - Calculating the sum 1 + 2 + ... + n = n*(n+1)/2 for counting substrings
- String Traversal - Iterating through strings and comparing adjacent characters
1. Arithmetic Sequence
Intuition
The string can be split into consecutive groups of identical characters. For each group of length L, the number of substrings containing only that character follows the arithmetic sequence formula: 1 + 2 + 3 + ... + L = L*(L+1)/2. We scan through the string, identify each group, and sum up the contributions.
Algorithm
- Use two pointers,
leftandright, both starting at0. - Move
rightthrough the string until a different character is found or the end is reached. - When a group ends (character changes or string ends):
- Calculate the length of the group as
(right - left). - Add the arithmetic sum:
(length * (length + 1)) / 2to the total. - Move
lefttorightto start the next group.
- Calculate the length of the group as
- Return the total count.
class Solution:
def countLetters(self, S: str) -> int:
total = left = 0
for right in range(len(S) + 1):
if right == len(S) or S[left] != S[right]:
len_substring = right - left
# more details about the sum of the arithmetic sequence:
# https://en.wikipedia.org/wiki/Arithmetic_progression#Sum
total += (1 + len_substring) * len_substring // 2
left = right
return totalTime & Space Complexity
Time complexity:
Space complexity: constant space
Where is the length of the input string
s.
Common Pitfalls
Using Wrong Formula for Counting Substrings
For a group of L identical consecutive characters, the number of valid substrings is L * (L + 1) / 2, not L or L * L. This arithmetic sum counts substrings of lengths 1, 2, 3, ..., L.
# Wrong: Only counts substrings of length 1
total += length
# Wrong: Overcounts
total += length * length
# Correct: Sum of 1 + 2 + ... + L
total += length * (length + 1) // 2Forgetting to Process the Last Group
When iterating through the string to find groups of identical characters, the last group may not be processed if the loop only triggers on character changes. Ensure the final group is counted either by extending the loop to len(s) + 1 or by handling it after the loop ends.