学习Python 第十三天

二叉树
一,名词:


树叶(叶子):没有儿子
兄弟:具有相同父亲的节点
祖父和孙子
路径
路径的长
深度(从根到该点)
高(从该点到叶子)
祖先 后裔
真祖先 真后裔
二,树的实现

class TreeNode():
    def __init__(self,data,firstchild,nextSibling):
        self.data = data
        self.firstchild = firstchild
        self.nextSibling = nextSibling

三,树的遍历
深度优先
广度优先

四,二叉树
最多两个孩子
五,二叉查找树(搜索树)
添加
遍历(深度优先)
递归

class TreeNode():
    def __init__(self,data,left=None,right=None):
        self.data = data
        self.left = left
        self.right = right

class Tree():
    def __init__(self):
        self.root = None
    #添加数据
    def add(self,data):
        node = TreeNode(data)
        if self.root == None:
            self.root = node
        else:
            currentNode = self.root
            while True:
                if data < currentNode.data:
                    if currentNode.left==None:
                        currentNode.left = node
                        break
                    else:
                        currentNode = currentNode.left
                        continue
                else:
                    if currentNode.right==None:
                        currentNode.right = node
                        break
                    else:
                        currentNode = currentNode.right
                        continue
    #是否包含数据
    def contains(self,data):
        flag = False
        if self.root==None:
            print("空树")
        else:
            currentNode = self.root
            while True:
                if currentNode.data==data:
                    flag = True
                    break
                else:
                    if data < currentNode.data:
                        if currentNode.left == None:
                            break
                        currentNode = currentNode.left
                    else:
                        if currentNode.right == None:
                            break
                        currentNode = currentNode.right
        return flag
    #查找最小值
    def findMin(self):
        temp_min = None
        if self.root==None:
            print("空树")
        else:
            currentNode = self.root
            while currentNode.left != None:
                currentNode = currentNode.left
                temp_min = currentNode.data
        return temp_min
    #查找最大值
    def findMax(self):
        temp_max = None
        if self.root == None:
            print("空树")
        else:
            currentNode = self.root
            while currentNode.right != None:
                currentNode = currentNode.right
                temp_max = currentNode.data
        return temp_max
    #删除
    def remove(self,root,data):
        if self.contains(data):
            #树中有要删除的数据
            pre_currentNode = None
            currentNode = root
            while True:
                if currentNode.data == data:
                    #1,叶子节点
                    if currentNode.left==None and currentNode.right==None:
                        del currentNode
                        break
                    #2,一个孩子的节点
                    elif currentNode.left==None and currentNode.right!=None:
                        if pre_currentNode==None:
                            self.root = currentNode.right
                            break
                        else:
                            if pre_currentNode.right == currentNode:
                                pre_currentNode.right = currentNode.right
                            else:
                                pre_currentNode.left = currentNode.right
                            break
                    elif currentNode.left != None and currentNode.right == None:
                        if pre_currentNode == None:
                            self.root = currentNode.left
                            break
                        else:
                            if pre_currentNode.right == currentNode:
                                pre_currentNode.right = currentNode.left
                            else:
                                pre_currentNode.left = currentNode.left
                            break
                    #3,两个孩子的节点
                    else:
                        minNode = currentNode.right
                        while minNode.left != None:
                            minNode = minNode.left
                        currentNode.data = minNode.data
                        self.remove(currentNode.right,minNode.data)
                        break
                else:
                    if data < currentNode.data:
                        pre_currentNode = currentNode
                        currentNode = currentNode.left
                    else:
                        pre_currentNode = currentNode
                        currentNode = currentNode.right

        else:
            #树中没有要删除的数据
            print("数据不存在")


    #遍历(深度优先)
    def showAll(self,root):
        if root==None:
            print("空树")
        else:
            if self.root.data==root.data:
                print(self.root.data)
            if root.left!=None:
                print(root.left.data)
                self.showAll(root.left)
            if root.right!=None:
                print(root.right.data)
                self.showAll(root.right)

tree = Tree()
tree.add(6)
tree.add(2)
tree.add(8)
tree.add(1)
tree.add(4)
tree.add(3)
tree.add(5)
tree.showAll(tree.root)

猜你喜欢

转载自blog.csdn.net/weixin_44446703/article/details/87637519