|
| 1 | +""" |
| 2 | +Binary Search Tree: Binary tree arranged according to binary search property. |
| 3 | +
|
| 4 | +Example: |
| 5 | + 8 |
| 6 | + / \ |
| 7 | + 3 10 |
| 8 | + / \ \ |
| 9 | + 1 6 14 |
| 10 | + / \ / |
| 11 | + 4 7 13 |
| 12 | +Operations: |
| 13 | +1. Insertion |
| 14 | +2. Insertion of reverse sorted list |
| 15 | +3. Search |
| 16 | +4.is_bst_satisfied : check if tree is BST |
| 17 | +
|
| 18 | +""" |
| 19 | +class Node(object): |
| 20 | + def __init__(self,value): |
| 21 | + self.value = value |
| 22 | + self.left = None |
| 23 | + self.right = None |
| 24 | + |
| 25 | +class BinarySearchTree(object): |
| 26 | + def __init__(self,root): |
| 27 | + self.root = Node(root) |
| 28 | + |
| 29 | + def insert(self,new_val): |
| 30 | + self.insert_helper(self.root,new_val) |
| 31 | + |
| 32 | + def insert_helper(self,current,value): |
| 33 | + if value <current.value: |
| 34 | + if current.left: |
| 35 | + self.insert_helper(current.left,value) |
| 36 | + else: |
| 37 | + current.left = Node(value) |
| 38 | + else: |
| 39 | + if current.right: |
| 40 | + self.insert_helper(current.right,value) |
| 41 | + else: |
| 42 | + current.right = Node(value) |
| 43 | + |
| 44 | + return |
| 45 | + |
| 46 | + |
| 47 | + |
| 48 | + def search(self,value): |
| 49 | + return self.search_helper(self.root,value) |
| 50 | + |
| 51 | + def search_helper(self,current,value): |
| 52 | + if current: |
| 53 | + if current.value == value: |
| 54 | + return True |
| 55 | + elif value < current.value: |
| 56 | + return self.search_helper(current.left,value) |
| 57 | + |
| 58 | + else: |
| 59 | + return self.search_helper(current.right,value) |
| 60 | + |
| 61 | + return False |
| 62 | + |
| 63 | + def is_bst_satisfied(self): |
| 64 | + def helper(node,lw=float('-inf'),mx=float('inf')): |
| 65 | + if not node: |
| 66 | + return True |
| 67 | + val = node.value |
| 68 | + |
| 69 | + if val <= lw: |
| 70 | + return False |
| 71 | + if val> mx: |
| 72 | + return False |
| 73 | + |
| 74 | + if not helper(node.left,lw,val): |
| 75 | + return False |
| 76 | + if not helper(node.right,val,mx): |
| 77 | + return False |
| 78 | + return True |
| 79 | + |
| 80 | + |
| 81 | + |
| 82 | + return helper(self.root) |
| 83 | + |
| 84 | + |
| 85 | + |
| 86 | + |
| 87 | + |
| 88 | + |
| 89 | + |
| 90 | + |
| 91 | +bst = BinarySearchTree(8) |
| 92 | +bst.insert(3) |
| 93 | +bst.insert(10) |
| 94 | +bst.insert(1) |
| 95 | +bst.insert(6) |
| 96 | + |
| 97 | +# print(bst.search(19)) |
| 98 | + |
| 99 | +bst = BinarySearchTree(10) |
| 100 | +bst.insert(3) |
| 101 | +bst.insert(1) |
| 102 | +bst.insert(25) |
| 103 | +bst.insert(9) |
| 104 | +bst.insert(13) |
| 105 | + |
| 106 | +# print(bst.search(9)) |
| 107 | +# print(bst.search(14)) |
| 108 | +print(bst.is_bst_satisfied()) |
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