Posts tagged as “hashtable”

花花酱 LeetCode 1935. Maximum Number of Words You Can Type

By zxi on December 31, 2021

There is a malfunctioning keyboard where some letter keys do not work. All other keys on the keyboard work properly.

Given a string text of words separated by a single space (no leading or trailing spaces) and a string brokenLetters of all distinct letter keys that are broken, return the number of words in text you can fully type using this keyboard.

Example 1:

Input: text = "hello world", brokenLetters = "ad"
Output: 1
Explanation: We cannot type "world" because the 'd' key is broken.

Example 2:

Input: text = "leet code", brokenLetters = "lt"
Output: 1
Explanation: We cannot type "leet" because the 'l' and 't' keys are broken.

Example 3:

Input: text = "leet code", brokenLetters = "e"
Output: 0
Explanation: We cannot type either word because the 'e' key is broken.

Constraints:

1 <= text.length <= 10⁴
0 <= brokenLetters.length <= 26
text consists of words separated by a single space without any leading or trailing spaces.
Each word only consists of lowercase English letters.
brokenLetters consists of distinct lowercase English letters.

Solution: Hashset / bitset

Time complexity: O(n)
Space complexity: O(1)

C++

// Author: Huahua

class Solution {

public:

int canBeTypedWords(string text, string brokenLetters) {

const int n = text.size();

bitset<26> b;

for (char c : brokenLetters) b.set(c - 'a');

int ans = 0;

for (int i = 0, broken = 0; i <= n; ++i) {

if (i == n || text[i] == ' ') {

if (!broken) ++ans;

broken = 0;

} else {

broken |= b[text[i] - 'a'];

}

return ans;

}

};

花花酱 LeetCode 1930. Unique Length-3 Palindromic Subsequences

By zxi on December 30, 2021

Given a string s, return the number of unique palindromes of length three that are a subsequence of s.

Note that even if there are multiple ways to obtain the same subsequence, it is still only counted once.

A palindrome is a string that reads the same forwards and backwards.

A subsequence of a string is a new string generated from the original string with some characters (can be none) deleted without changing the relative order of the remaining characters.

For example, "ace" is a subsequence of "abcde".

Example 1:

Input: s = "aabca"
Output: 3
Explanation: The 3 palindromic subsequences of length 3 are:
- "aba" (subsequence of "aabca")
- "aaa" (subsequence of "aabca")
- "aca" (subsequence of "aabca")

Example 2:

Input: s = "adc"
Output: 0
Explanation: There are no palindromic subsequences of length 3 in "adc".

Example 3:

Input: s = "bbcbaba"
Output: 4
Explanation: The 4 palindromic subsequences of length 3 are:
- "bbb" (subsequence of "bbcbaba")
- "bcb" (subsequence of "bbcbaba")
- "bab" (subsequence of "bbcbaba")
- "aba" (subsequence of "bbcbaba")

Constraints:

3 <= s.length <= 10⁵
s consists of only lowercase English letters.

Solution: Enumerate first character of a palindrome

For a length 3 palindrome, we just need to enumerate the first character c.
We found the first and last occurrence of c in original string and scan the middle part to see how many unique characters there.

e.g. aabca
Enumerate from a to z, looking for a*a, b*b, …, z*z.
For a*a, aabca, we found first and last a, in between is abc, which has 3 unique letters.
We can use a hastable or a bitset to track unique letters.

Time complexity: O(26*n)
Space complexity: O(1)

C++

// Author: Huahua

class Solution {

public:

int countPalindromicSubsequence(string s) {

auto count = [&](char c) -> int {

int l = s.find_first_of(c);

int r = s.find_last_of(c);

if (l == string::npos || r == string::npos) return 0;

bitset<26> m;

for (int i = l + 1; i < r; ++i)

m.set(s[i] - 'a');

return m.count();

};

int ans = 0;

for (char c = 'a'; c <= 'z'; ++c)

ans += count(c);

return ans;

}

};

花花酱 LeetCode 2115. Find All Possible Recipes from Given Supplies

By zxi on December 26, 2021

You have information about n different recipes. You are given a string array recipes and a 2D string array ingredients. The i^th recipe has the name recipes[i], and you can create it if you have all the needed ingredients from ingredients[i]. Ingredients to a recipe may need to be created from other recipes, i.e., ingredients[i] may contain a string that is in recipes.

You are also given a string array supplies containing all the ingredients that you initially have, and you have an infinite supply of all of them.

Return a list of all the recipes that you can create. You may return the answer in any order.

Note that two recipes may contain each other in their ingredients.

Example 1:

Input: recipes = ["bread"], ingredients = [["yeast","flour"]], supplies = ["yeast","flour","corn"]
Output: ["bread"]
Explanation:
We can create "bread" since we have the ingredients "yeast" and "flour".

Example 2:

Input: recipes = ["bread","sandwich"], ingredients = [["yeast","flour"],["bread","meat"]], supplies = ["yeast","flour","meat"]
Output: ["bread","sandwich"]
Explanation:
We can create "bread" since we have the ingredients "yeast" and "flour".
We can create "sandwich" since we have the ingredient "meat" and can create the ingredient "bread".

Example 3:

Input: recipes = ["bread","sandwich","burger"], ingredients = [["yeast","flour"],["bread","meat"],["sandwich","meat","bread"]], supplies = ["yeast","flour","meat"]
Output: ["bread","sandwich","burger"]
Explanation:
We can create "bread" since we have the ingredients "yeast" and "flour".
We can create "sandwich" since we have the ingredient "meat" and can create the ingredient "bread".
We can create "burger" since we have the ingredient "meat" and can create the ingredients "bread" and "sandwich".

Constraints:

n == recipes.length == ingredients.length
1 <= n <= 100
1 <= ingredients[i].length, supplies.length <= 100
1 <= recipes[i].length, ingredients[i][j].length, supplies[k].length <= 10
recipes[i], ingredients[i][j], and supplies[k] consist only of lowercase English letters.
All the values of recipes and supplies combined are unique.
Each ingredients[i] does not contain any duplicate values.

Solution: Brute Force

C++

// Author: Huahua

class Solution {

public:

vector<string> findAllRecipes(vector<string>& recipes, vector<vector<string>>& ingredients, vector<string>& supplies) {

const int n = recipes.size();

unordered_set<string> s(begin(supplies), end(supplies));

vector<string> ans;

vector<int> seen(n);

while (true) {

bool newSupply = false;

for (int i = 0; i < n; ++i) {

if (seen[i]) continue;

bool hasAll = true;

for (const string& ingredient : ingredients[i])

if (!s.count(ingredient)) {

hasAll = false;

break;

}

if (!hasAll) continue;

ans.push_back(recipes[i]);

seen[i] = 1;

s.insert(recipes[i]);

newSupply = true;

}

if (!newSupply) break;

}

return ans;

}

};

花花酱 LeetCode 2122. Recover the Original Array

By zxi on December 26, 2021

Alice had a 0-indexed array arr consisting of n positive integers. She chose an arbitrary positive integer k and created two new 0-indexed integer arrays lower and higher in the following manner:

lower[i] = arr[i] - k, for every index i where 0 <= i < n
higher[i] = arr[i] + k, for every index i where 0 <= i < n

Unfortunately, Alice lost all three arrays. However, she remembers the integers that were present in the arrays lower and higher, but not the array each integer belonged to. Help Alice and recover the original array.

Given an array nums consisting of 2n integers, where exactly n of the integers were present in lower and the remaining in higher, return the original array arr. In case the answer is not unique, return any valid array.

Note: The test cases are generated such that there exists at least one valid array arr.

Example 1:

Input: nums = [2,10,6,4,8,12]
Output: [3,7,11]
Explanation:
If arr = [3,7,11] and k = 1, we get lower = [2,6,10] and higher = [4,8,12].
Combining lower and higher gives us [2,6,10,4,8,12], which is a permutation of nums.
Another valid possibility is that arr = [5,7,9] and k = 3. In that case, lower = [2,4,6] and higher = [8,10,12].

Example 2:

Input: nums = [1,1,3,3]
Output: [2,2]
Explanation:
If arr = [2,2] and k = 1, we get lower = [1,1] and higher = [3,3].
Combining lower and higher gives us [1,1,3,3], which is equal to nums.
Note that arr cannot be [1,3] because in that case, the only possible way to obtain [1,1,3,3] is with k = 0.
This is invalid since k must be positive.

Example 3:

Input: nums = [5,435]
Output: [220]
Explanation:
The only possible combination is arr = [220] and k = 215. Using them, we get lower = [5] and higher = [435].

Constraints:

2 * n == nums.length
1 <= n <= 1000
1 <= nums[i] <= 10⁹
The test cases are generated such that there exists at least one valid array arr.

Solution: Try all possible k

Sort the array, we know that the smallest number nums[0] is org[0] – k, org[0] + k (nums[0] + 2k) must exist in nums. We try all possible ks. k = (nums[i] – nums[0]) / 2.

Then we iterate the sorted nums array as low, and see whether we can find low + 2k as high using a dynamic hashtable.

Time complexity: O(n²)
Space complexity: O(n)

C++

// Author: Huahua

class Solution {

public:

vector<int> recoverArray(vector<int>& nums) {

const int n = nums.size();

sort(begin(nums), end(nums));

unordered_map<int, int> m;

for (int x : nums) ++m[x];

auto check = [&](int k) -> vector<int> {

vector<int> ans;

unordered_map<int, int> cur(m);

for (int x : nums) {

if (cur[x] == 0) continue;

--cur[x];

if (--cur[x + 2 * k] < 0) return {};

ans.push_back(x + k);

}

return ans;

};

for (int i = 1; i < n; ++i) {

if (nums[i] == nums[0] || (nums[i] - nums[0]) & 1) continue;

const int k = (nums[i] - nums[0]) / 2;

vector<int> ans = check(k);

if (!ans.empty()) return ans;

}

return {};

}

};

花花酱 LeetCode 1915. Number of Wonderful Substrings

By zxi on December 25, 2021

A wonderful string is a string where at most one letter appears an odd number of times.

For example, "ccjjc" and "abab" are wonderful, but "ab" is not.

Given a string word that consists of the first ten lowercase English letters ('a' through 'j'), return the number of wonderful non-empty substrings in word. If the same substring appears multiple times in word, then count each occurrence separately.

A substring is a contiguous sequence of characters in a string.

Example 1:

Input: word = "aba"
Output: 4
Explanation: The four wonderful substrings are underlined below:
- "aba" -> "a"
- "aba" -> "b"
- "aba" -> "a"
- "aba" -> "aba"

Example 2:

Input: word = "aabb"
Output: 9
Explanation: The nine wonderful substrings are underlined below:
- "aabb" -> "a"
- "aabb" -> "aa"
- "aabb" -> "aab"
- "aabb" -> "aabb"
- "aabb" -> "a"
- "aabb" -> "abb"
- "aabb" -> "b"
- "aabb" -> "bb"
- "aabb" -> "b"

Example 3:

Input: word = "he"
Output: 2
Explanation: The two wonderful substrings are underlined below:
- "he" -> "h"
- "he" -> "e"

Constraints:

1 <= word.length <= 10⁵
word consists of lowercase English letters from 'a' to 'j'.

Solution: Prefix Bitmask + Hashtable

Similar to 花花酱 LeetCode 1371. Find the Longest Substring Containing Vowels in Even Counts, we use a bitmask to represent the occurrence (odd or even) of each letter and use a hashtable to store the frequency of each bitmask seen so far.

1. “0000000000” means all letters occur even times.
2. “0000000101” means all letters occur even times expect letter ‘a’ and ‘c’ that occur odd times.

We scan the word from left to right and update the bitmask: bitmask ^= (1 << (c-‘a’)).
However, the bitmask only represents the state of the prefix, i.e. word[0:i], then how can we count substrings? The answer is hashtable. If the same bitmask occurs c times before, which means there are c indices that word[0~j1], word[0~j2], …, word[0~jc] have the same state as word[0~i] that means for word[j1+1~i], word[j2+1~i], …, word[jc+1~i], all letters occurred even times.
For the “at most one odd” case, we toggle each bit of the bitmask and check how many times it occurred before.

ans += freq[mask] + sum(freq[mask ^ (1 << i)] for i in range(k))

Time complexity: O(n*k)
Space complexity: O(2^k)
where k = j – a + 1 = 10

C++

// Author: Huahua

class Solution {

public:

long long wonderfulSubstrings(string word) {

constexpr int l = 'j' - 'a' + 1;

vector<int> count(1 << l);

count[0] = 1;

int mask = 0;

long long ans = 0;

for (char c : word) {

mask ^= 1 << (c - 'a');

for (int i = 0; i < l; ++i)

ans += count[mask ^ (1 << i)]; // one odd.

ans += count[mask]++; // all even.

}

return ans;

}

};