-
Notifications
You must be signed in to change notification settings - Fork 1
/
MaxHeap.py
57 lines (50 loc) · 1.78 KB
/
MaxHeap.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
# Do not edit the class below except for the buildHeap,
# siftDown, siftUp, peek, remove, and insert methods.
# Feel free to add new properties and methods to the class.
class MinHeap:
def __init__(self, array):
# Do not edit the line below.
self.heap = self.buildHeap(array)
def buildHeap(self, array):
# Write your code here.
firstParentIdx = (len(array)-2)//2
for currentIdx in reversed(range(firstParentIdx+1)):
self.siftDown(currentIdx, len(array)-1, array)
return array
def siftDown(self, currentIdx, endIdx, heap):
# Write your code here.
childOneIdx = currentIdx * 2 + 1
while childOneIdx <= endIdx:
childTwoIdx = currentIdx * 2 + 2 if currentIdx * 2 + 2 <= endIdx else -1
if childTwoIdx != -1 and heap[childTwoIdx] < heap[childOneIdx]:
idxToSwap = childTwoIdx
else:
idxToSwap = childOneIdx
if heap[idxToSwap] < heap[currentIdx]:
self.swap(currentIdx, idxToSwap, heap)
currentIdx = idxToSwap
childOneIdx = currentIdx * 2 + 1
else:
return
def siftUp(self, currentIdx, heap):
# Write your code here.
parentIdx = (currentIdx-1)//2
while currentIdx > 0 and heap[currentIdx] < heap[parentIdx]:
self.swap(currentIdx, parentIdx, heap)
currentIdx = parentIdx
parentIdx = (currentIdx-1)//2
def peek(self):
# Write your code here.
return self.heap[0]
def remove(self):
# Write your code here.
self.swap(0, len(self.heap)-1, self.heap)
valueToRemove = self.heap.pop()
self.siftDown(0, len(self.heap)-1, self.heap)
return valueToRemove
def insert(self, value):
# Write your code here.
self.heap.append(value)
self.siftUp(len(self.heap)-1, self.heap)
def swap(self, i, j, heap):
heap[i],heap[j] = heap[j],heap[i]