2262. Total Appeal of A String
Description
The appeal of a string is the number of distinct characters found in the string.
- For example, the appeal of
"abbca"
is3
because it has3
distinct characters:'a'
,'b'
, and'c'
.
Given a string s
, return the total appeal of all of its substrings.
A substring is a contiguous sequence of characters within a string.
Example 1:
Input: s = "abbca" Output: 28 Explanation: The following are the substrings of "abbca": - Substrings of length 1: "a", "b", "b", "c", "a" have an appeal of 1, 1, 1, 1, and 1 respectively. The sum is 5. - Substrings of length 2: "ab", "bb", "bc", "ca" have an appeal of 2, 1, 2, and 2 respectively. The sum is 7. - Substrings of length 3: "abb", "bbc", "bca" have an appeal of 2, 2, and 3 respectively. The sum is 7. - Substrings of length 4: "abbc", "bbca" have an appeal of 3 and 3 respectively. The sum is 6. - Substrings of length 5: "abbca" has an appeal of 3. The sum is 3. The total sum is 5 + 7 + 7 + 6 + 3 = 28.
Example 2:
Input: s = "code" Output: 20 Explanation: The following are the substrings of "code": - Substrings of length 1: "c", "o", "d", "e" have an appeal of 1, 1, 1, and 1 respectively. The sum is 4. - Substrings of length 2: "co", "od", "de" have an appeal of 2, 2, and 2 respectively. The sum is 6. - Substrings of length 3: "cod", "ode" have an appeal of 3 and 3 respectively. The sum is 6. - Substrings of length 4: "code" has an appeal of 4. The sum is 4. The total sum is 4 + 6 + 6 + 4 = 20.
Constraints:
1 <= s.length <= 105
s
consists of lowercase English letters.
Solutions
Solution 1: Enumeration
We can enumerate all the substrings that end with each character \(s[i]\) and calculate their gravitational value sum \(t\). Finally, we add up all the \(t\) to get the total gravitational value sum.
When we reach \(s[i]\), which is added to the end of the substring that ends with \(s[i-1]\), we consider the change of the gravitational value sum \(t\):
If \(s[i]\) has not appeared before, then the gravitational value of all substrings that end with \(s[i-1]\) will increase by \(1\), and there are a total of \(i\) such substrings. Therefore, \(t\) increases by \(i\), plus the gravitational value of \(s[i]\) itself, which is \(1\). Therefore, \(t\) increases by a total of \(i+1\).
If \(s[i]\) has appeared before, let the last appearance position be \(j\). Then we add \(s[i]\) to the end of the substrings \(s[0..i-1]\), \([1..i-1]\), \(s[2..i-1]\), \(\cdots\), \(s[j..i-1]\). The gravitational value of these substrings will not change because \(s[i]\) has already appeared in these substrings. The gravitational value of the substrings \(s[j+1..i-1]\), \(s[j+2..i-1]\), \(\cdots\), \(s[i-1]\) will increase by \(1\), and there are a total of \(i-j-1\) such substrings. Therefore, \(t\) increases by \(i-j-1\), plus the gravitational value of \(s[i]\) itself, which is \(1\). Therefore, \(t\) increases by a total of \(i-j\). Therefore, we can use an array \(pos\) to record the last appearance position of each character. Initially, all positions are set to \(-1\).
Next, we traverse the string, and each time we update the gravitational value sum \(t\) of the substring that ends with the current character to \(t = t + i - pos[c]\), where \(c\) is the current character. We add \(t\) to the answer. Then we update \(pos[c]\) to the current position \(i\). We continue to traverse until the end of the string.
The time complexity is \(O(n)\), and the space complexity is \(O(|\Sigma|)\), where \(n\) is the length of the string \(s\), and \(|\Sigma|\) is the size of the character set. In this problem, \(|\Sigma| = 26\).
1 2 3 4 5 6 7 8 9 10 |
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 |
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 |
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 |
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1 2 3 4 5 6 7 8 9 10 11 12 13 |
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