|
| 1 | +from utils.graphs import BiNode |
| 2 | +from utils.treeviz import viz_tree |
| 3 | +import random |
| 4 | + |
| 5 | +class SizedNode(BiNode): |
| 6 | + def __init__(self, val: int): |
| 7 | + super().__init__(val) |
| 8 | + self.size = 1 |
| 9 | + |
| 10 | + def insert(self, x: int): |
| 11 | + if x > self.val: |
| 12 | + if self.right: |
| 13 | + self.right.insert(x) |
| 14 | + else: |
| 15 | + self.right = SizedNode(x) |
| 16 | + else: |
| 17 | + if self.left: |
| 18 | + self.left.insert(x) |
| 19 | + else: |
| 20 | + self.left = SizedNode(x) |
| 21 | + self.size += 1 |
| 22 | + |
| 23 | + |
| 24 | +class BinarySearchTree: |
| 25 | + |
| 26 | + def __init__(self): |
| 27 | + self.root = None |
| 28 | + |
| 29 | + def add(self, x: int): |
| 30 | + if not self.root: |
| 31 | + self.root = SizedNode(x) |
| 32 | + else: |
| 33 | + self.root.insert(x) |
| 34 | + |
| 35 | + def getRandomNuber(self) -> int: |
| 36 | + target = random.randint(1, self.root.size) |
| 37 | + print(f"Target is {target}") |
| 38 | + return self._get_inorder_number(self.root, target) |
| 39 | + |
| 40 | + def _get_inorder_number(self, node: SizedNode, target:int) -> int: |
| 41 | + right_size = node.right.size if node.right else 0 |
| 42 | + # print(f"Node is {node.val}\tsize is {node.size},\tright is {right_size}") |
| 43 | + node_traversal_poz = node.size - right_size |
| 44 | + # print(f"At poz {node_traversal_poz},\ttarget is target {target}") |
| 45 | + if node_traversal_poz == target: |
| 46 | + return node.val |
| 47 | + elif node_traversal_poz < target: |
| 48 | + return self._get_inorder_number(node.right, target - node_traversal_poz) |
| 49 | + else: |
| 50 | + return self._get_inorder_number(node.left, target) |
| 51 | + |
| 52 | + |
| 53 | +if __name__ == "__main__": |
| 54 | + stream = [5, 1, 4, 14, 15, 9, 7, 13, 3] |
| 55 | + rbst = BinarySearchTree() |
| 56 | + for x in stream: |
| 57 | + rbst.add(x) |
| 58 | + |
| 59 | + viz_tree(rbst.root) |
| 60 | + print(rbst.root.size) |
| 61 | + print(f"Getting a random node: {rbst.getRandomNuber()}") |
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