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June 26, 2018 07:57
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Heap implementation
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class MinHeap: | |
def __init__(self, items, key): | |
""" key must be callable function """ | |
self.arr = list(items) | |
self.key = key | |
for i in range(len(self.arr) // 2 - 1, -1, - 1): | |
self._heapify(i) | |
def empty(self): | |
return len(self.arr) == 0 | |
def _heapify(self, i): | |
smallest = i | |
for child in [2 * i + 1, 2 * i + 2]: | |
if child < len(self.arr) and self.key(self.arr[child]) < self.key(self.arr[smallest]): | |
smallest = child | |
if smallest != i: | |
self.arr[i], self.arr[smallest] = self.arr[smallest], self.arr[i] | |
self._heapify(smallest) | |
def pop_min(self): | |
if len(self.arr) == 1: | |
return self.arr.pop() | |
min_val, self.arr[0] = self.arr[0], self.arr.pop(-1) | |
self._heapify(0) | |
return min_val | |
def insert(self, val): | |
self.arr.append(val) | |
ind = len(self.arr) - 1 | |
while True: | |
if ind == 0: | |
break | |
parent_ind = (ind - 1) // 2 | |
if self.key(self.arr[ind]) < self.key(self.arr[parent_ind]): | |
self.arr[ind], self.arr[parent_ind] = self.arr[parent_ind], self.arr[ind] | |
ind = parent_ind | |
else: | |
break | |
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