Is Max Heap in Python?

Beyond Basic Programming - Intermediate Python

Most Popular

36 Lectures 3 hours

Mohammad Nauman

More Detail

Practical Machine Learning using Python

Best Seller

91 Lectures 23.5 hours

MANAS DASGUPTA

More Detail

Practical Data Science using Python

22 Lectures 6 hours

MANAS DASGUPTA

More Detail

Suppose we have a list of numbers called nums, we have to check whether it represents a max heap. We will follow these rules −

• nums[i] = nums[2*i + 1] when 2*i + 1 is inside range
• nums[i] = nums[2*i + 2] when 2*i + 2 is inside range

So, if the input is like [5, 3, 4, 1, 2], then the output will be True

To solve this, we will follow these steps −

• for i in range 0 to (size of nums)/2, do
  • if nums[i] >= nums[2*i+1] is not true, then
    • return False
  • if i*2+2 <= (size of nums)-1, then
    • if nums[i] >= nums[2*i+2] is not true, then
      • return False
• return True

Let us see the following implementation to get better understanding −

Example

 Live Demo

class Solution:
   def solve(self, nums):
      for i in range(len(nums)//2):
         if not nums[i] >= nums[2*i+1]:
            return False
         if i*2+2 <= len(nums)-1:
            if not nums[i] >= nums[2*i+2]:
               return False
      return True
ob = Solution()
nums = [5, 3, 4, 1, 2]
print(ob.solve(nums))

Input

[5, 3, 4, 1, 2]

Output

True

Arnab Chakraborty

Updated on 22-Sep-2020 11:19:26

• Related Questions & Answers
• Program to check heap is forming max heap or not in Python
• Max Heap in Java
• Convert min Heap to max Heap in C++
• C++ Program to Implement Max Heap
• Convert BST to Max Heap in C++
• Minimum element in a max heap in C++.
• Insertion into a Max Heap in Data Structure
• Deletion from a Max Heap in Data Structure
• What is Heap Sort in Python?
• K-th Greatest Element in a Max-Heap in C++
• What is Heap queue (or heapq) in Python?
• What is Heap Allocation?
• Python Heap Queue Algorithm
• Check if a given Binary Tree is Heap in Python
• Heap queue (or heapq) in Python