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Binary Search Tree in Python
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#!/usr/bin/env python | |
""" | |
A binary search tree implementation, from: | |
"Python Algorithms: Mastering Basic Algorithms in the Python Language" | |
by Magnus Lie Hetland | |
ISBN: 9781484200551 | |
""" | |
class Node: | |
lft = None | |
rgt = None | |
def __init__(self, key, val): | |
self.key = key | |
self.val = val | |
def insert(node, key, val): | |
if node is None: | |
return Node(key, val) # empty leaf: add node here | |
if node.key == key: | |
node.val = val # found the key: replace val | |
elif key < node.key: | |
node.lft = insert(node.lft, key, val) # go left | |
else: | |
node.rgt = insert(node.rgt, key, val) # go right | |
return node | |
def search(node, key): | |
if node is None: | |
raise KeyError # empty leaf: it's not here | |
if node.key == key: | |
return node.val # found key: return val | |
elif key < node.key: | |
return search(node.lft, key) # go left | |
else: | |
return search(node.rgt, key) # go right | |
def traverse_recursively(node): | |
"""Perform an in-order traversal recursively""" | |
nodes = [] | |
if node is not None: | |
nodes.extend(traverse_recursively(node.lft)) | |
nodes.append(node) | |
nodes.extend(traverse_recursively(node.rgt)) | |
return nodes | |
def traverse_stack(node): | |
"""Perform an in-order traversal iteratively using a stack""" | |
nodes = [] | |
stack = [] | |
while True: | |
while node is not None: | |
stack.append(node) | |
node = node.lft | |
if len(stack) == 0: | |
break | |
node = stack.pop() | |
nodes.append(node) | |
node = node.rgt | |
return nodes | |
class Tree: | |
# a simple wrapper | |
root = None | |
def __setitem__(self, key, val): | |
self.root = insert(self.root, key, val) | |
def __getitem__(self, key): | |
return search(self.root, key) | |
def __contains__(self, key): | |
try: | |
search(self.root, key) | |
except KeyError: | |
return False | |
return True | |
def rtraverse(self): | |
return traverse_recursively(self.root) | |
def straverse(self): | |
return traverse_stack(self.root) |
Usage with new in-order traversal functions:
tree = Tree()
tree[14] = 14 # key drives the sequence ordering, val can be any arbitrary data
tree[35] = 35
tree[10] = 10
tree[19] = 19
tree[31] = 31
tree[42] = 42
# traverse in key order recursively
map(lambda x : x.val, tree.rtraverse())
[10, 14, 19, 31, 35, 42]
# traverse in key order with a stack
map(lambda x : x.val, tree.straverse())
[10, 14, 19, 31, 35, 42]
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