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subarray-product-less-than-k.py 1.04 KB
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# Time: O(n)
# Space: O(1)
# Your are given an array of positive integers nums.
#
# Count and print the number of (contiguous) subarrays where the product of all the elements
# in the subarray is 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.
#
# Note:
# 0 < nums.length <= 50000.
# 0 < nums[i] < 1000.
# 0 <= k < 10^6.
# Sliding window solution.
class Solution(object):
def numSubarrayProductLessThanK(self, nums, k):
"""
:type nums: List[int]
:type k: int
:rtype: int
"""
if k <= 1: return 0
result, start, prod = 0, 0, 1
for i, num in enumerate(nums):
prod *= num
while prod >= k:
prod /= nums[start]
start += 1
result += i-start+1
return result
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