Created
January 16, 2014 09:21
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splay tree
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from __future__ import print_function | |
from collections import namedtuple | |
class Node(object): | |
__slots__ = 'key left right parent'.split() | |
def __init__(self, key=None, left=None, right=None, parent=None): | |
self.key = key | |
self.left = left | |
self.right = right | |
self.parent = parent | |
def __str__(self): | |
return '[{!r}] left:{!r} right:{!r} parent:{!r}'.format( | |
self.key, self.left, self.right, self.parent) | |
def __repr__(self): | |
return '[{!r}]'.format(self.key) | |
class SplayTree: | |
''' Ref: http://zh.wikipedia.org/wiki/%E4%BC%B8%E5%B1%95%E6%A0%91 ''' | |
def __init__(self): | |
self.root = None | |
# y x | |
# / \ Left Rotation / \ | |
# x T3 < - - - - - - - T1 y | |
# / \ / \ | |
# T1 T2 T2 T3 | |
def left_rotate(self, x): | |
y = x.right | |
x.right = y.left | |
if y.left: | |
y.left.parent = x | |
y.parent = x.parent | |
if not x.parent: | |
self.root = y | |
elif x == x.parent.left: | |
x.parent.left = y | |
else: | |
x.parent.right = y | |
y.left = x | |
x.parent = y | |
# x y | |
# / \ Right Rotation / \ | |
# y T3 - - - - - - - > T1 x | |
# / \ / \ | |
# T1 T2 T2 T3 | |
def right_rotate(self, x): | |
y = x.left | |
x.left = y.right | |
if y.right: | |
y.right.parent = x | |
y.parent = x.parent | |
if not x.parent: | |
self.root = y | |
elif x == x.parent.left: | |
x.parent.left = y | |
else: | |
x.parent.right = y | |
y.right = x | |
x.parent = y | |
def splay(self, x): | |
''' lift x up to root ''' | |
while x.parent: | |
if not x.parent.parent: | |
if x.parent.left == x: | |
self.right_rotate(x.parent) | |
else: | |
self.left_rotate(x.parent) | |
elif x.parent.left == x and x.parent.parent.left == x.parent: | |
self.right_rotate(x.parent.parent) | |
self.right_rotate(x.parent) | |
elif x.parent.right == x and x.parent.parent.right == x.parent: | |
self.left_rotate(x.parent.parent) | |
self.left_rotate(x.parent) | |
elif x.parent.left == x and x.parent.parent.right == x.parent: | |
self.right_rotate(x.parent) | |
self.left_rotate(x.parent) | |
else: | |
self.left_rotate(x.parent) | |
self.right_rotate(x.parent) | |
def find(self, v): | |
''' find v or the last visited position ''' | |
z = self.root | |
p = None | |
while z: | |
p = z | |
if v < z.key: | |
z = z.left | |
elif v > z.key: | |
z = z.right | |
else: | |
return z | |
return p | |
def insert(self, v): | |
''' insert key v and splay this node (no duplicate) ''' | |
p = self.find(v) | |
if p and p.key == v: | |
return | |
z = Node(key=v, left=None, right=None, parent=p) | |
if not p: | |
self.root = z | |
elif v < p.key: | |
p.left = z | |
else: | |
p.right = z | |
self.splay(z) | |
def replace(self, u, v): | |
''' replace u with v (can be none) | |
deal with u's origin parent and root ''' | |
if not u.parent: | |
self.root = v | |
elif u == u.parent.left: | |
u.parent.left = v | |
else: | |
u.parent.right = v | |
if v: | |
v.parent = u.parent | |
def minimum(self, u): | |
while u.left: | |
u = u.left | |
return u | |
def maximum(self, u): | |
while u.right: | |
u = u.right | |
return u | |
def delete(self, v): | |
z = self.find(v) | |
if not z or z.key != v: | |
return | |
self.splay(z) | |
if not z.left: | |
self.replace(z, z.right) | |
elif not z.right: | |
self.replace(z, z.left) | |
else: | |
y = self.minimum(z.right) | |
if y.parent != z: | |
self.replace(y, y.right) | |
y.right = z.right | |
y.right.parent = y | |
self.replace(z, y) | |
y.left = z.left | |
y.left.parent = y | |
return z.key | |
def show(self, node='root', prefix=0): | |
if node == 'root': | |
node = self.root | |
print(' '*prefix + str(node)) | |
if node: | |
self.show(node.left, prefix+2) | |
self.show(node.right, prefix+2) | |
if __name__ == '__main__': | |
import random | |
t = SplayTree() | |
l = range(10) | |
random.shuffle(l) | |
for i in l: | |
t.insert(i) | |
print('l:', l) | |
print('after insertion:') | |
t.show() | |
v = t.delete(t.root.key) | |
print('after delete {}:'.format(v)) | |
t.show() |
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