Python-二叉搜索树

class BiTreeNode:
    def __init__(self, data):
        self.data = data
        self.lchild = None  # 左孩子
        self.rchild = None  # 右孩子
        self.parent = None


class BST:
    def __init__(self, li=None):
        self.root = None
        if li:
            for val in li:
                self.insert_on_rec(val)

    def insert(self, node, val):
        """使用递归的方式插入"""
        if not node:
            node = BiTreeNode(val)
        elif val < node.data:
            node.lchild = self.insert(node.lchild, val)
            node.lchild.parent = node
        elif val > node.data:
            node.rchild = self.insert(node.rchild, val)
            node.rchile.parent = node
        return node

    def insert_on_rec(self, val):
        # 非递归插入
        p = self.root
        if not p:  # 空树
            self.root = BiTreeNode(val)
            return
        while True:
            if val < p.data:
                if p.lchild:
                    p = p.lchild
                else:  # 左孩子不存在
                    p.lchild = BiTreeNode(val)
                    p.lchild.parent = p
                    return
            elif val > p.data:
                if p.rchild:
                    p = p.rchild
                else:
                    p.rchild = BiTreeNode(val)
                    p.rchild.parent = p
                    return
            else:
                return

    def query(self, node, val):
        """递归查询"""
        if not node:
            return None
        if node.data < val:
            return self.query(node.rchild, val)
        elif node.data > val:
            return self.query(node.lchild, val)
        else:
            return node

    def query_no_rec(self, val):
        """非递归查询"""
        p = self.root
        while p:
            if p.data < val:
                p = p.rchild
            elif p.data > val:
                p = p.lchild
            else:
                return p
        return None

    def pre_order(self, root):  # 前序遍历
        if root:
            print(root.data, end=',')
            self.pre_order(root.lchild)
            self.pre_order(root.rchild)

    def in_order(self, root):  # 中序遍历
        if root:
            self.in_order(root.lchild)
            print(root.data, end=',')
            self.in_order(root.rchild)

    def post_order(self, root):  # 后序遍历
        if root:
            self.post_order(root.lchild)
            self.post_order(root.rchild)
            print(root.data, end=',')

import random
li = list(range(0, 20, 2))
random.shuffle(li)
print("原列表", li)
tree = BST(li)
tree.pre_order(tree.root)
print()
tree.in_order(tree.root)
print()
tree.post_order(tree.root)

print()
print(tree.query(tree.root, 5))
print(tree.query_no_rec(4).data)

posted on 2023-02-01 15:20  夜黎i  阅读(25)  评论(0)    收藏  举报

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