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Python Bisect: Find three integers which gives the sum of zero in a given array of integers using Binary Search

Python Bisect: Exercise-7 with Solution

Write a Python program to find three integers which gives the sum of zero in a given array of integers using Binary Search (bisect).

Sample Solution:

Python Code:

from bisect import bisect, bisect_left
from collections import Counter
class Solution:
    def three_Sum(self, nums):
        """
        :type nums: List[int]
        :rtype: List[List[int]]
        """
        triplets = []
        if len(nums) < 3:
            return triplets
        num_freq = Counter(nums)
        nums = sorted(num_freq)  # Sorted unique numbers
        max_num = nums[-1]
        for i, v in enumerate(nums):
            if num_freq[v] >= 2:
                complement =  -2 * v
                if complement in num_freq:
                    if complement != v or num_freq[v] >= 3:
                        triplets.append([v] * 2 + [complement])

            # When all 3 numbers are different.
            if v < 0:  # Only when v is the smallest
                two_sum = -v

                # Lower/upper bound of the smaller of remainingtwo.
                lb = bisect_left(nums, two_sum - max_num, i + 1)
                ub = bisect(nums, two_sum // 2, lb)                       
                for u in nums[lb : ub]:
                    complement = two_sum - u
                    if complement in num_freq and u != complement:
                        triplets.append([v, u, complement])
        return triplets
nums = [-20, 0, 20, 40, -20, -40, 80]
s = Solution()
result = s.three_Sum(nums)
print(result)
nums = [1, 2, 3, 4, 5, -6]
result = s.three_Sum(nums)
print(result)

Sample Output:

[[-40, 0, 40], [-20, -20, 40], [-20, 0, 20]]
[[-6, 1, 5], [-6, 2, 4]]

Flowchart:

Flowchart: Find three integers which gives the sum of zero in a given array of integers using Binary Search.

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Previous: Write a Python program to find the index position of the last occurrence of a given number in a sorted list using Binary Search (bisect).

Next: Write a Python program to find a triplet in an array such that the sum is closest to a given number. Return the sum of the three integers.

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Python: Tips of the Day

Find current directory and file's directory:

To get the full path to the directory a Python file is contained in, write this in that file:

import os 
dir_path = os.path.dirname(os.path.realpath(__file__))

(Note that the incantation above won't work if you've already used os.chdir() to change your current working directory, since the value of the __file__ constant is relative to the current working directory and is not changed by an os.chdir() call.)

To get the current working directory use

import os
cwd = os.getcwd()

Documentation references for the modules, constants and functions used above:

  • The os and os.path modules.
  • The __file__ constant
  • os.path.realpath(path) (returns "the canonical path of the specified filename, eliminating any symbolic links encountered in the path")
  • os.path.dirname(path) (returns "the directory name of pathname path")
  • os.getcwd() (returns "a string representing the current working directory")
  • os.chdir(path) ("change the current working directory to path")

Ref: https://bit.ly/3fy0R6m