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python/data_structures/binary_tree/is_sum_tree.py at master · althetinkerer/python · GitHub
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python
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data_structures
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binary_tree
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is_sum_tree.py
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data_structures
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binary_tree
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is_sum_tree.py
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"""
Is a binary tree a sum tree where the value of every non-leaf node is equal to the sum
of the values of its left and right subtrees?
https://www.geeksforgeeks.org/check-if-a-given-binary-tree-is-sumtree
"""
from
__future__
import
annotations
from
collections
.
abc
import
Iterator
from
dataclasses
import
dataclass
@
dataclass
class
Node
:
data
:
int
left
:
Node
|
None
=
None
right
:
Node
|
None
=
None
def
__iter__
(
self
)
->
Iterator
[
int
]:
"""
>>> root = Node(2)
>>> list(root)
[2]
>>> root.left = Node(1)
>>> tuple(root)
(1, 2)
"""
if
self
.
left
:
yield
from
self
.
left
yield
self
.
data
if
self
.
right
:
yield
from
self
.
right
def
__len__
(
self
)
->
int
:
"""
>>> root = Node(2)
>>> len(root)
1
>>> root.left = Node(1)
>>> len(root)
2
"""
return
sum
(
1
for
_
in
self
)
@
property
def
is_sum_node
(
self
)
->
bool
:
"""
>>> root = Node(3)
>>> root.is_sum_node
True
>>> root.left = Node(1)
>>> root.is_sum_node
False
>>> root.right = Node(2)
>>> root.is_sum_node
True
"""
if
not
self
.
left
and
not
self
.
right
:
return
True
# leaf nodes are considered sum nodes
left_sum
=
sum
(
self
.
left
)
if
self
.
left
else
0
right_sum
=
sum
(
self
.
right
)
if
self
.
right
else
0
return
all
(
(
self
.
data
==
left_sum
+
right_sum
,
self
.
left
.
is_sum_node
if
self
.
left
else
True
,
self
.
right
.
is_sum_node
if
self
.
right
else
True
,
)
)
@
dataclass
class
BinaryTree
:
root
:
Node
def
__iter__
(
self
)
->
Iterator
[
int
]:
"""
>>> list(BinaryTree.build_a_tree())
[1, 2, 7, 11, 15, 29, 35, 40]
"""
return
iter
(
self
.
root
)
def
__len__
(
self
)
->
int
:
"""
>>> len(BinaryTree.build_a_tree())
8
"""
return
len
(
self
.
root
)
def
__str__
(
self
)
->
str
:
"""
Returns a string representation of the inorder traversal of the binary tree.
>>> str(list(BinaryTree.build_a_tree()))
'[1, 2, 7, 11, 15, 29, 35, 40]'
"""
return
str
(
list
(
self
))
@
property
def
is_sum_tree
(
self
)
->
bool
:
"""
>>> BinaryTree.build_a_tree().is_sum_tree
False
>>> BinaryTree.build_a_sum_tree().is_sum_tree
True
"""
return
self
.
root
.
is_sum_node
@
classmethod
def
build_a_tree
(
cls
)
->
BinaryTree
:
r"""
Create a binary tree with the specified structure:
11
/ \
2 29
/ \ / \
1 7 15 40
\
35
>>> list(BinaryTree.build_a_tree())
[1, 2, 7, 11, 15, 29, 35, 40]
"""
tree
=
BinaryTree
(
Node
(
11
))
root
=
tree
.
root
root
.
left
=
Node
(
2
)
root
.
right
=
Node
(
29
)
root
.
left
.
left
=
Node
(
1
)
root
.
left
.
right
=
Node
(
7
)
root
.
right
.
left
=
Node
(
15
)
root
.
right
.
right
=
Node
(
40
)
root
.
right
.
right
.
left
=
Node
(
35
)
return
tree
@
classmethod
def
build_a_sum_tree
(
cls
)
->
BinaryTree
:
r"""
Create a binary tree with the specified structure:
26
/ \
10 3
/ \ \
4 6 3
>>> list(BinaryTree.build_a_sum_tree())
[4, 10, 6, 26, 3, 3]
"""
tree
=
BinaryTree
(
Node
(
26
))
root
=
tree
.
root
root
.
left
=
Node
(
10
)
root
.
right
=
Node
(
3
)
root
.
left
.
left
=
Node
(
4
)
root
.
left
.
right
=
Node
(
6
)
root
.
right
.
right
=
Node
(
3
)
return
tree
if
__name__
==
"__main__"
:
from
doctest
import
testmod
testmod
()
tree
=
BinaryTree
.
build_a_tree
()
print
(
f"
{
tree
}
has
{
len
(
tree
)
}
nodes and
{
tree
.
is_sum_tree
=
}
."
)
tree
=
BinaryTree
.
build_a_sum_tree
()
print
(
f"
{
tree
}
has
{
len
(
tree
)
}
nodes and
{
tree
.
is_sum_tree
=
}
."
)
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