Posts tagged as “hashtable”

花花酱 LeetCode 30. Substring with Concatenation of All Words

By zxi on November 26, 2021

You are given a string s and an array of strings words of the same length. Return all starting indices of substring(s) in s that is a concatenation of each word in words exactly once, in any order, and without any intervening characters.

You can return the answer in any order.

Example 1:

Input: s = "barfoothefoobarman", words = ["foo","bar"]
Output: [0,9]
Explanation: Substrings starting at index 0 and 9 are "barfoo" and "foobar" respectively.
The output order does not matter, returning [9,0] is fine too.

Example 2:

Input: s = "wordgoodgoodgoodbestword", words = ["word","good","best","word"]
Output: []

Example 3:

Input: s = "barfoofoobarthefoobarman", words = ["bar","foo","the"]
Output: [6,9,12]

Constraints:

1 <= s.length <= 10⁴
s consists of lower-case English letters.
1 <= words.length <= 5000
1 <= words[i].length <= 30
words[i] consists of lower-case English letters.

Solution: Hashtable + Brute Force

Try every index and use a hashtable to check coverage.

Time complexity: O(n*m*l)
Space complexity: O(m*l)

C++

// Author: Huahua

class Solution {

public:

vector<int> findSubstring(string_view s, vector<string>& words) {

const int n = s.length();

const int m = words.size();

const int l = words[0].size();

if (m * l > n) return {};

unordered_map<string_view, int> freq;

for (const string& word : words) ++freq[word];

vector<int> ans;

for (int i = 0; i <= n - m * l; ++i) {

unordered_map<string_view, int> seen;

int count = 0;

for (int k = 0; k < m; ++k) {

string_view t = s.substr(i + k * l, l);

auto it = freq.find(t);

if (it == end(freq)) break;

if (++seen[t] > it->second) break;

++count;

}

if (count == m) ans.push_back(i);

}

return ans;

}

};

花花酱 LeetCode 2007. Find Original Array From Doubled Array

By zxi on November 25, 2021

An integer array original is transformed into a doubled array changed by appending twice the value of every element in original, and then randomly shuffling the resulting array.

Given an array changed, return original if changed is a doubled array. If changed is not a doubled array, return an empty array. The elements in original may be returned in any order.

Example 1:

Input: changed = [1,3,4,2,6,8]
Output: [1,3,4]
Explanation: One possible original array could be [1,3,4]:
- Twice the value of 1 is 1 * 2 = 2.
- Twice the value of 3 is 3 * 2 = 6.
- Twice the value of 4 is 4 * 2 = 8.
Other original arrays could be [4,3,1] or [3,1,4].

Example 2:

Input: changed = [6,3,0,1]
Output: []
Explanation: changed is not a doubled array.

Example 3:

Input: changed = [1]
Output: []
Explanation: changed is not a doubled array.

Constraints:

1 <= changed.length <= 10⁵
0 <= changed[i] <= 10⁵

Solution 1: Multiset

Start from the smallest number x, erase one x * 2 from the set.

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

C++/Multiset

// Author: Huahua

class Solution {

public:

vector<int> findOriginalArray(vector<int>& changed) {

if (changed.size() & 1) return {};

const int n = changed.size() / 2;

multiset<int> s(begin(changed), end(changed));

while (ans.size() != n) {

int o = *begin(s);

s.erase(begin(s));

ans.push_back(o);

auto it = s.find(o * 2);

if (it == end(s)) return {};

s.erase(it);

}

return ans;

}

};

Solution 2: Hashtable

Time complexity: O(max(nums) + n)
Space complexity: O(max(nums))

C++/Hashtable

// Author: Huahua

class Solution {

public:

vector<int> findOriginalArray(vector<int>& changed) {

if (changed.size() & 1) return {};

const int n = changed.size() / 2;

const int kMax = *max_element(begin(changed), end(changed));

vector<int> m(kMax + 1);

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

if (m[0] & 1) return {};

vector<int> ans(m[0] / 2, 0);

for (int x = 1; ans.size() != n; ++x) {

if (x * 2 > kMax || m[x * 2] < m[x]) return {};

ans.insert(end(ans), m[x], x);

m[x * 2] -= m[x];

}

return ans;

}

};

花花酱 LeetCode 2006. Count Number of Pairs With Absolute Difference K

By zxi on November 25, 2021

Given an integer array nums and an integer k, return the number of pairs (i, j) where i < j such that |nums[i] - nums[j]| == k.

The value of |x| is defined as:

x if x >= 0.
-x if x < 0.

Example 1:

Input: nums = [1,2,2,1], k = 1
Output: 4
Explanation: The pairs with an absolute difference of 1 are:
- [1,2,2,1]
- [1,2,2,1]
- [1,2,2,1]
- [1,2,2,1]

Example 2:

Input: nums = [1,3], k = 3
Output: 0
Explanation: There are no pairs with an absolute difference of 3.

Example 3:

Input: nums = [3,2,1,5,4], k = 2
Output: 3
Explanation: The pairs with an absolute difference of 2 are:
- [3,2,1,5,4]
- [3,2,1,5,4]
- [3,2,1,5,4]

Constraints:

1 <= nums.length <= 200
1 <= nums[i] <= 100
1 <= k <= 99

Solution: Hashtable
|y – x| = k
y = x + k or y = x – k

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

C++

// Author: Huahua

class Solution {

public:

int countKDifference(vector<int>& nums, int k) {

unordered_map<int, int> m;

int ans = 0;

for (int x : nums) {

ans += m[x - k];

ans += m[x + k];

++m[x];

}

return ans;

}

};

花花酱 LeetCode 2080. Range Frequency Queries

By zxi on November 21, 2021

Design a data structure to find the frequency of a given value in a given subarray.

The frequency of a value in a subarray is the number of occurrences of that value in the subarray.

Implement the RangeFreqQuery class:

RangeFreqQuery(int[] arr) Constructs an instance of the class with the given 0-indexed integer array arr.
int query(int left, int right, int value) Returns the frequency of value in the subarray arr[left...right].

A subarray is a contiguous sequence of elements within an array. arr[left...right] denotes the subarray that contains the elements of nums between indices left and right (inclusive).

Example 1:

Input
["RangeFreqQuery", "query", "query"]
[[[12, 33, 4, 56, 22, 2, 34, 33, 22, 12, 34, 56]], [1, 2, 4], [0, 11, 33]]
Output

[null, 1, 2]

Explanation RangeFreqQuery rangeFreqQuery = new RangeFreqQuery([12, 33, 4, 56, 22, 2, 34, 33, 22, 12, 34, 56]); rangeFreqQuery.query(1, 2, 4); // return 1. The value 4 occurs 1 time in the subarray [33, 4] rangeFreqQuery.query(0, 11, 33); // return 2. The value 33 occurs 2 times in the whole array.

Constraints:

1 <= arr.length <= 10⁵
1 <= arr[i], value <= 10⁴
0 <= left <= right < arr.length
At most 10⁵ calls will be made to query

Solution: Hashtable + Binary Search

Time complexity: Init: O(max(arr) + n), query: O(logn)
Space complexity: O(max(arr) + n)

C++

// Author: Huahua

class RangeFreqQuery {

public:

RangeFreqQuery(vector<int>& arr) : s_(10001) {

for (int i = 0; i < arr.size(); ++i)

s_[arr[i]].push_back(i);

}

int query(int left, int right, int value) {

const auto& m = s_[value];

if (m.empty()) return 0;

auto r = prev(upper_bound(begin(m), end(m), right));

auto l = lower_bound(begin(m), end(m), left);

return r - l + 1;

}

private:

vector<vector<int>> s_;

};

/**

* Your RangeFreqQuery object will be instantiated and called as such:

* RangeFreqQuery* obj = new RangeFreqQuery(arr);

* int param_1 = obj->query(left,right,value);

花花酱 LeetCode 2001. Number of Pairs of Interchangeable Rectangles

By zxi on November 20, 2021

You are given n rectangles represented by a 0-indexed 2D integer array rectangles, where rectangles[i] = [width_i, height_i] denotes the width and height of the i^th rectangle.

Two rectangles i and j (i < j) are considered interchangeable if they have the same width-to-height ratio. More formally, two rectangles are interchangeable if width_i/height_i == width_j/height_j (using decimal division, not integer division).

Return the number of pairs of interchangeable rectangles in rectangles.

Example 1:

Input: rectangles = [[4,8],[3,6],[10,20],[15,30]]
Output: 6
Explanation: The following are the interchangeable pairs of rectangles by index (0-indexed):
- Rectangle 0 with rectangle 1: 4/8 == 3/6.
- Rectangle 0 with rectangle 2: 4/8 == 10/20.
- Rectangle 0 with rectangle 3: 4/8 == 15/30.
- Rectangle 1 with rectangle 2: 3/6 == 10/20.
- Rectangle 1 with rectangle 3: 3/6 == 15/30.
- Rectangle 2 with rectangle 3: 10/20 == 15/30.

Example 2:

Input: rectangles = [[4,5],[7,8]]
Output: 0
Explanation: There are no interchangeable pairs of rectangles.

Constraints:

n == rectangles.length
1 <= n <= 10⁵
rectangles[i].length == 2
1 <= width_i, height_i <= 10⁵

Solution: Hashtable

Use aspect ratio as the key.

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

C++

// Author: Huahua

class Solution {

public:

long long interchangeableRectangles(vector<vector<int>>& rectangles) {

long long ans = 0;

unordered_map<long long, int> m;

for (const auto& r : rectangles) {

long long d = gcd(r[0], r[1]);

ans += m[((r[0] / d) << 20) | (r[1] / d)]++;

}

return ans;

}

};

Posts tagged as “hashtable”

花花酱 LeetCode 30. Substring with Concatenation of All Words

Solution: Hashtable + Brute Force

C++

花花酱 LeetCode 2007. Find Original Array From Doubled Array

Solution 1: Multiset

C++/Multiset

Solution 2: Hashtable

C++/Hashtable

花花酱 LeetCode 2006. Count Number of Pairs With Absolute Difference K

Solution: Hashtable|y – x| = ky = x + k or y = x – k

C++

花花酱 LeetCode 2080. Range Frequency Queries

C++

花花酱 LeetCode 2001. Number of Pairs of Interchangeable Rectangles

Solution: Hashtable

C++

Solution: Hashtable
|y – x| = k
y = x + k or y = x – k