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July 24, 2012 08:16
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Balanced binary tree in Python
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#!/usr/bin/env python2.7 | |
import random | |
import subprocess | |
class Node(object): | |
def __init__(self, key, value): | |
self.key = key | |
self.value = value | |
self._left = None | |
self._right = None | |
@property | |
def right(self): | |
return self._right | |
@right.setter | |
def right(self, value): | |
self._right = value | |
@property | |
def left(self): | |
return self._left | |
@left.setter | |
def left(self, value): | |
self._left = value | |
class BalancedTree(object): | |
def __init__(self, key_func=lambda x: id(x)): | |
self._root = None | |
self._key_func = key_func | |
def _insert(self, node, subtree): | |
if node.key <= subtree.key: | |
if subtree.left is None: | |
subtree.left = node | |
else: | |
self._insert(node, subtree.left) | |
else: | |
if subtree.right is None: | |
subtree.right = node | |
else: | |
self._insert(node, subtree.right) | |
def insert(self, value): | |
node = Node(self._key_func(value), value) | |
if self._root is None: | |
self._root = node | |
else: | |
self._insert(node, self._root) | |
def _left_to_right(self, subtree): | |
if subtree is None: | |
return | |
for i in self._left_to_right(subtree.left): | |
yield i | |
yield subtree.value | |
for i in self._left_to_right(subtree.right): | |
yield i | |
def _balance(self, subtree, element_list): | |
if not element_list: | |
return | |
right_list_length = len(element_list)/2 | |
value = element_list[right_list_length] | |
node = Node(self._key_func(value), value) | |
self._insert(node, subtree) | |
self._balance(node, element_list[:right_list_length]) | |
self._balance(node, element_list[right_list_length+1:]) | |
def balance(self): | |
sorted_elements = list(self._left_to_right(self._root)) | |
if not sorted_elements: | |
self._root = None | |
return | |
right_list_length = len(sorted_elements)/2 | |
value = sorted_elements[right_list_length] | |
node = Node(self._key_func(value), value) | |
self._root = node | |
self._balance(node, sorted_elements[:right_list_length]) | |
self._balance(node, sorted_elements[right_list_length+1:]) | |
def _get_dot(self, node): | |
if node.left is not None: | |
yield "\t%s -> %s;" % (node.key, node.left.key) | |
for i in self._get_dot(node.left): | |
yield i | |
elif node.right is not None: | |
r = random.randint(0, 1e9) | |
yield "\tnull%s [shape=point];" % r | |
yield "\t%s -> null%s;" % (node.key, r) | |
if node.right is not None: | |
yield "\t%s -> %s;" % (node.key, node.right.key) | |
for i in self._get_dot(node.right): | |
yield i | |
elif node.left is not None: | |
r = random.randint(0, 1e9) | |
yield "\tnull%s [shape=point];" % r | |
yield "\t%s -> null%s;" % (node.key, r) | |
def get_dot(self): | |
return "digraph G{\n%s}" % ("" if self._root is None else ( | |
"\t%s;\n%s\n" % ( | |
self._root.key, | |
"\n".join(self._get_dot(self._root)) | |
) | |
)) | |
def _prepare_data(): | |
return (0, 1, 2, 3, 4, 5, 6, 7) | |
if __name__ == "__main__": | |
d = _prepare_data() | |
tree = BalancedTree(lambda x: x) | |
for data in d: | |
tree.insert(data) | |
tree.balance() | |
d = tree.get_dot() | |
t = subprocess.Popen(["dot", "-Tpng"], stdin=subprocess.PIPE) | |
t.communicate(d) |
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