Algorithm


Problem Name: 713. Subarray Product Less Than K

Given an array of integers nums and an integer k, return the number of contiguous subarrays where the product of all the elements in the subarray is strictly less than k.

 

Example 1:

Input: nums = [10,5,2,6], k = 100
Output: 8
Explanation: The 8 subarrays that have product less than 100 are:
[10], [5], [2], [6], [10, 5], [5, 2], [2, 6], [5, 2, 6]
Note that [10, 5, 2] is not included as the product of 100 is not strictly less than k.

Example 2:

Input: nums = [1,2,3], k = 0
Output: 0

 

Constraints:

  • 1 <= nums.length <= 3 * 104
  • 1 <= nums[i] <= 1000
  • 0 <= k <= 106

Code Examples

#1 Code Example with C++ Programming

Code - C++ Programming


class Solution {
public:
    int numSubarrayProductLessThanK(vector<int>& nums, int k) {
        int count = 0, product = 1;
        for(int i = 0, j = 0, pre = 0; j  <  nums.size(); i++, pre = j, j = max(i, j)){
            while(j < nums.size() && product * nums[j] < k) product *= nums[j++];
            count += (long)(j - pre) * (1 + (j - pre)) / 2 + (j - pre) * (pre - i);
            product = max(product / nums[i], 1);
        }
        return count;
    }
};
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Input

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nums = [10,5,2,6], k = 100

Output

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8

#2 Code Example with Java Programming

Code - Java Programming


class Solution {
  public int numSubarrayProductLessThanK(int[] nums, int k) {
    if (k <= 1) {
      return 0;
    }
    int prod = 1;
    int ans = 0;
    int left = 0;
    for (int right = 0; right  <  nums.length; right++) {
      prod *= nums[right];
      while (prod >= k) {
        prod /= nums[left++];
      }
      ans += right - left + 1;
    }
    return ans;
  }
}
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Input

x
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cmd
nums = [10,5,2,6], k = 100

Output

x
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8

#3 Code Example with Javascript Programming

Code - Javascript Programming


const numSubarrayProductLessThanK = function(nums, k) {
  if (k == 0) return 0
  let cnt = 0
  let pro = 1
  for (let i = 0, j = 0, len = nums.length; j  <  len; j++) {
    pro *= nums[j]
    while (i <= j && pro >= k) {
      pro /= nums[i++]
    }
    cnt += j - i + 1
  }
  return cnt
}
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Input

x
+
cmd
nums = [1,2,3], k = 0

#4 Code Example with Python Programming

Code - Python Programming


class Solution:
    def numSubarrayProductLessThanK(self, nums, k):
        l, res, cur = 0, 0, 1
        for i in range(len(nums)):
            cur *= nums[i]
            while cur >= k and l < i: l, cur = l + 1, cur // nums[l]
            if cur < k: res += i - l + 1
        return res
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Input

x
+
cmd
nums = [1,2,3], k = 0

#5 Code Example with C# Programming

Code - C# Programming


namespace LeetCode
{
    public class _0713_SubarrayProductLessThanK
    {
        public int NumSubarrayProductLessThanK(int[] nums, int k)
        {
            if (k <= 1) return 0;

            int prod = 1, result = 0, left = 0;
            for (int right = 0; right  <  nums.Length; right++)
            {
                prod *= nums[right];
                while (prod >= k)
                    prod /= nums[left++];
                result += right - left + 1;
            }

            return result;
        }
    }
}
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Input

x
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cmd
nums = [10,5,2,6], k = 100

Output

x
+
cmd
8
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