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TheAlgorithmPython/data_structures/binary_tree/treap.py at master · silam/TheAlgorithmPython · GitHub
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TheAlgorithmPython
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data_structures
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binary_tree
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treap.py
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TheAlgorithmPython
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data_structures
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binary_tree
/
treap.py
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from
__future__
import
annotations
from
random
import
random
class
Node
:
"""
Treap's node
Treap is a binary tree by value and heap by priority
"""
def
__init__
(
self
,
value
:
int
|
None
=
None
):
self
.
value
=
value
self
.
prior
=
random
()
self
.
left
:
Node
|
None
=
None
self
.
right
:
Node
|
None
=
None
def
__repr__
(
self
)
->
str
:
from
pprint
import
pformat
if
self
.
left
is
None
and
self
.
right
is
None
:
return
f"'
{
self
.
value
}
:
{
self
.
prior
:.5
}
'"
else
:
return
pformat
(
{
f"
{
self
.
value
}
:
{
self
.
prior
:.5
}
"
: (
self
.
left
,
self
.
right
)},
indent
=
1
)
def
__str__
(
self
)
->
str
:
value
=
str
(
self
.
value
)
+
" "
left
=
str
(
self
.
left
or
""
)
right
=
str
(
self
.
right
or
""
)
return
value
+
left
+
right
def
split
(
root
:
Node
|
None
,
value
:
int
)
->
tuple
[
Node
|
None
,
Node
|
None
]:
"""
We split current tree into 2 trees with value:
Left tree contains all values less than split value.
Right tree contains all values greater or equal, than split value
"""
if
root
is
None
:
# None tree is split into 2 Nones
return
None
,
None
elif
root
.
value
is
None
:
return
None
,
None
else
:
if
value
<
root
.
value
:
"""
Right tree's root will be current node.
Now we split(with the same value) current node's left son
Left tree: left part of that split
Right tree's left son: right part of that split
"""
left
,
root
.
left
=
split
(
root
.
left
,
value
)
return
left
,
root
else
:
"""
Just symmetric to previous case
"""
root
.
right
,
right
=
split
(
root
.
right
,
value
)
return
root
,
right
def
merge
(
left
:
Node
|
None
,
right
:
Node
|
None
)
->
Node
|
None
:
"""
We merge 2 trees into one.
Note: all left tree's values must be less than all right tree's
"""
if
(
not
left
)
or
(
not
right
):
# If one node is None, return the other
return
left
or
right
elif
left
.
prior
<
right
.
prior
:
"""
Left will be root because it has more priority
Now we need to merge left's right son and right tree
"""
left
.
right
=
merge
(
left
.
right
,
right
)
return
left
else
:
"""
Symmetric as well
"""
right
.
left
=
merge
(
left
,
right
.
left
)
return
right
def
insert
(
root
:
Node
|
None
,
value
:
int
)
->
Node
|
None
:
"""
Insert element
Split current tree with a value into left, right,
Insert new node into the middle
Merge left, node, right into root
"""
node
=
Node
(
value
)
left
,
right
=
split
(
root
,
value
)
return
merge
(
merge
(
left
,
node
),
right
)
def
erase
(
root
:
Node
|
None
,
value
:
int
)
->
Node
|
None
:
"""
Erase element
Split all nodes with values less into left,
Split all nodes with values greater into right.
Merge left, right
"""
left
,
right
=
split
(
root
,
value
-
1
)
_
,
right
=
split
(
right
,
value
)
return
merge
(
left
,
right
)
def
inorder
(
root
:
Node
|
None
)
->
None
:
"""
Just recursive print of a tree
"""
if
not
root
:
# None
return
else
:
inorder
(
root
.
left
)
print
(
root
.
value
,
end
=
","
)
inorder
(
root
.
right
)
def
interactTreap
(
root
:
Node
|
None
,
args
:
str
)
->
Node
|
None
:
"""
Commands:
+ value to add value into treap
- value to erase all nodes with value
>>> root = interactTreap(None, "+1")
>>> inorder(root)
1,
>>> root = interactTreap(root, "+3 +5 +17 +19 +2 +16 +4 +0")
>>> inorder(root)
0,1,2,3,4,5,16,17,19,
>>> root = interactTreap(root, "+4 +4 +4")
>>> inorder(root)
0,1,2,3,4,4,4,4,5,16,17,19,
>>> root = interactTreap(root, "-0")
>>> inorder(root)
1,2,3,4,4,4,4,5,16,17,19,
>>> root = interactTreap(root, "-4")
>>> inorder(root)
1,2,3,5,16,17,19,
>>> root = interactTreap(root, "=0")
Unknown command
"""
for
arg
in
args
.
split
():
if
arg
[
0
]
==
"+"
:
root
=
insert
(
root
,
int
(
arg
[
1
:]))
elif
arg
[
0
]
==
"-"
:
root
=
erase
(
root
,
int
(
arg
[
1
:]))
else
:
print
(
"Unknown command"
)
return
root
def
main
()
->
None
:
"""After each command, program prints treap"""
root
=
None
print
(
"enter numbers to create a tree, + value to add value into treap, "
"- value to erase all nodes with value. 'q' to quit. "
)
args
=
input
()
while
args
!=
"q"
:
root
=
interactTreap
(
root
,
args
)
print
(
root
)
args
=
input
()
print
(
"good by!"
)
if
__name__
==
"__main__"
:
import
doctest
doctest
.
testmod
()
main
()
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