forked from AdaGold/tree-practice
-
Notifications
You must be signed in to change notification settings - Fork 68
/
Copy pathtree.py
123 lines (101 loc) · 3.71 KB
/
tree.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
class TreeNode:
def __init__(self, key, val = None):
if val == None:
val = key
self.key = key
self.value = val
self.left = None
self.right = None
class Tree:
def __init__(self):
self.root = None
#----------------------- ADD ----------------------
#from from class video 👇🏼
def add_helper(self, current, key, value):
if current == None:
return TreeNode(key, value)
elif current.key >= key:
current.left = self.add_helper(current.left, key, value)
else:
current.right = self.add_helper(current.right, key, value)
return current
#from from class video 👆🏼
# Time Complexity: O(log n)
# Space Complexity: O(log n)
def add(self, key, value = None):
if self.root is None:
self.root = TreeNode(key, value)
return
self.add_helper(self.root, key, value)
#----------------------- FIND ----------------------
# Time Complexity: O(log n)
# Space Complexity: O(log n)
def find_helper(self, current, key):
if current.key == key:
return current.value
if current.key >= key:
if not current.left:
return None
return self.find_helper(current.left, key)
if not current.right:
return None
return self.find_helper(current.right, key)
def find(self, key):
if self.root == None:
return None
return self.find_helper(self.root, key)
#----------------------- IN ORDER ----------------------
# Time Complexity: O(log n)
# Space Complexity: O(log n)
def inorder_helper(self, current, result):
if current != None:
self.inorder_helper(current.left, result)
result.append({"key":current.key, "value": current.value})
self.inorder_helper(current.right, result)
return result
def inorder(self):
result = []
return self.inorder_helper(self.root, result)
#----------------------- PRE ORDER ----------------------
# Time Complexity: O(log n)
# Space Complexity: O(log n)
def preorder_helper(self, current, result):
if current != None:
result.append({"key":current.key, "value": current.value})
self.preorder_helper(current.left, result)
self.preorder_helper(current.right, result)
return result
def preorder(self):
result = []
return self.preorder_helper(self.root, result)
#----------------------- POST ORDER ----------------------
# Time Complexity: O(log n)
# Space Complexity: O(log n)
def postorder_helper(self, current, result):
if current != None:
self.postorder_helper(current.left, result)
self.postorder_helper(current.right, result)
result.append({"key":current.key, "value": current.value})
return result
def postorder(self):
result = []
return self.postorder_helper(self.root, result)
#----------------------- HEIGHT ----------------------
# Time Complexity: O(n)
# Space Complexity: O(n)
def height_helper(self, current,):
height = 0
if current:
height = max(self.height_helper(current.left), self.height_helper(current.right)) + 1
return height
def height(self):
return self.height_helper(self.root)
#----------------------- OPTIONAL ----------------------
# # Optional Method
# # Time Complexity:
# # Space Complexity:
def bfs(self):
return []
# # Useful for printing
def to_s(self):
return f"{self.inorder()}"