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binSearchTree.py
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class BinarySearchTree:
def __init__(self):
self.root = None
self.size = 0
def length(self):
return self.size
def __len__(self):
return self.size
def __iter__(self):
return self.root.__iter__()
class TreeNode:
def __init__(self, key, val, left=None, right=None, parent=None):
self.key = key
self.payload = val
self.leftChild = left
self.rightChild = right
self.parent = parent
def hasLeftChild(self):
return self.leftChild is not None
def hasRightChild(self):
return self.rightChild is not None
def isLeftChild(self):
return self.parent and self.parent.leftChild == self
def isRightChild(self):
return self.parent and self.parent.rightChild == self
def isRoot(self):
return not self.parent
def isLeaf(self):
return not (self.rightChild or self.leftChild)
def hasAnyChildren(self):
return self.rightChild or self.leftChild
def hasBothChildren(self):
return self.rightChild and self.leftChild
def replaceNodeData(self, key, value, lc, rc):
self.key = key
self.payload = value
self.leftChild = lc
self.rightChild = rc
if self.hasLeftChild():
self.leftChild.parent = self
if self.hasRightChild():
self.rightChild.parent = self
def put(self, key, val):
"""
检查树是否已经有根节点,
若没有,就创建一个 TreeNode,并将其作为树的根节点;
若有,就调用私有的递归辅助函数_put,并根据以下算法在树中搜索。
从根节点开始搜索二叉树,比较新键与当前节点的键。如果新键更小,搜索左子树。如
果新键更大,搜索右子树。
当没有可供搜索的左(右)子节点时,就说明找到了新键的插入位置。
向树中插入一个节点,做法是创建一个 TreeNode 对象,并将其插入到前一步发现的位
置上。
"""
if self.root:
self._put(key, val, self.root)
else:
self.root = TreeNode(key, val)
self.size = self.size + 1
def _put(self, key, val, currentNode):
if key < currentNode.key:
if currentNode.hasLeftChild():
self._put(key, val, currentNode.leftChild)
else:
currentNode.leftChild = TreeNode(key, val, parent=currentNode)
else:
if currentNode.hasRightChild():
self._put(key, val, currentNode.rightChild)
else:
currentNode.rightChild = TreeNode(key, val, parent=currentNode)
def __setitem__(self, k, v):
"""
调用 put 方法来重载[]运算符。
如此一来,就可以写出像 myZipTree['Plymouth'] = 55446 这样的 Python 语句,就如同访
问 Python 字典一样。
"""
self.put(k, v)
def get(self, key):
if self.root:
res = self._get(key, self.root)
if res:
return res.payload
else:
return None
else:
return None
def _get(self, key, currentNode):
if not currentNode:
return None
elif currentNode.key == key:
return currentNode
elif key < currentNode.key:
return self._get(key, currentNode.leftChild)
else:
return self._get(key, currentNode.rightChild)
def __getitem__(self, key):
return self.get(key)
def __contains__(self, key):
"""
__contains__方法重载了 in 运算符,因此我们可以写出这样的语句:
if 'Northfield' in myZipTree:
print("oom ya ya")
"""
if self._get(key, self.root):
return True
else:
return False
def delete(self, key):
if self.size > 1:
nodeToRemove = self._get(key, self.root)
if nodeToRemove:
self.remove(nodeToRemove)
self.size = self.size - 1
else:
raise KeyError('Error, key not in tree')
elif self.size == 1 and self.root.key == key:
self.root = None
self.size = self.size - 1
else:
raise KeyError('Error, key not in tree')
def __delitem__(self, key):
self.delete(key)
def find_successor(self):
succ = None
if self.has_right_child():
succ = self.right_child.find_min()
else:
if self.parent:
if self.is_left_child():
succ = self.parent
else:
self.parent.right_child = None
succ = self.parent.find_successor()
self.parent.right_child = self
return succ
def splice_out(self):
if self.is_leaf():
if self.is_left_child():
self.parent.left_child = None
else:
self.parent.right_child = None
elif self.has_any_children():
if self.has_left_child():
if self.is_left_child():
self.parent.left_child = self.left_child
else:
self.parent.right_child = self.left_child
self.left_child.parent = self.parent
else:
if self.is_left_child():
self.parent.left_child = self.right_child
else:
self.parent.right_child = self.right_child
self.right_child.parent = self.parent
def find_min(self):
current = self
while current.has_left_child():
current = current.left_child
return current
def remove(self, currentNode):
if currentNode.isLeaf():# 叶节点
if currentNode == currentNode.parent.leftChild:
currentNode.parent.leftChild = None
else:
currentNode.parent.rightChild = None
elif currentNode.has_both_children(): #有两个子节点
succ = currentNode.find_successor()
succ.splice_out()
currentNode.key = succ.key
currentNode.payload = succ.payload
else: # 只有一个子节点
if currentNode.hasLeftChild():
if currentNode.isLeftChild():
currentNode.leftChild.parent = currentNode.parent
currentNode.parent.leftChild = currentNode.leftChild
elif currentNode.isRightChild():
currentNode.leftChild.parent = currentNode.parent
currentNode.parent.rightChild = currentNode.leftChild
else:
currentNode.replaceNodeData(currentNode.leftChild.key,
currentNode.leftChild.payload,
currentNode.leftChild.leftChild,
currentNode.leftChild.rightChild)
else:
if currentNode.isLeftChild():
currentNode.rightChild.parent = currentNode.parent
currentNode.parent.leftChild = currentNode.rightChild
elif currentNode.isRightChild():
currentNode.rightChild.parent = currentNode.parent
currentNode.parent.rightChild = currentNode.rightChild
else:
currentNode.replaceNodeData(currentNode.rightChild.key,
currentNode.rightChild.payload,
currentNode.rightChild.leftChild,
currentNode.rightChild.rightChild)
def __iter__(self):
if self:
if self.hasLeftChild():
for elem in self.leftChild:
yield elem
yield self.key
if self.hasRightChild():
for elem in self.rightChild:
yield elem