Please note, this is a STATIC archive of website www.w3resource.com from 19 Jul 2022, cach3.com does not collect or store any user information, there is no "phishing" involved.
w3resource

Python Binary Search Tree: Convert a array to Binary Search Tree (BST)

Python Binary Search Tree: Exercise-5 with Solution

Write a Python program to convert a given array elements to a height balanced Binary Search Tree (BST).

Note: The selection sort improves on the bubble sort by making only one exchange for every pass through the list.

Sample Solution:

Python Code:

class TreeNode(object):
    def __init__(self, x):
        self.val = x
        self.left = None
        self.right = None

def array_to_bst(array_nums):
    if not array_nums:
        return None
    mid_num = len(array_nums)//2
    node = TreeNode(array_nums[mid_num])
    node.left = array_to_bst(array_nums[:mid_num])
    node.right = array_to_bst(array_nums[mid_num+1:])
    return node

def preOrder(node): 
    if not node: 
        return      
    print(node.val)
    preOrder(node.left) 
    preOrder(node.right)   

array_nums = [1,2,3,4,5,6,7]

print("Original array:")
print(array_nums)
result = array_to_bst(array_nums)
print("\nArray to a height balanced BST:")
print(preOrder(result))

Sample Output:

Original array:
[1, 2, 3, 4, 5, 6, 7]

Array to a height balanced BST:
4
2
1
3
6
5
7
None

Flowchart:

Flowchart: Convert a array to Binary Search Tree.

Python Code Editor:

Contribute your code and comments through Disqus.

Previous: Write a Python program to delete a node with the given key in a given Binary search tree (BST).
Next: Write a Python program to find the kth smallest element in a given a binary search tree.

What is the difficulty level of this exercise?

Test your Programming skills with w3resource's quiz.



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