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| 1 | +class MinHeap: |
| 2 | + def __init__(self): |
| 3 | + self.heap_list = [None] |
| 4 | + self.count = 0 |
| 5 | + |
| 6 | + def parent_idx(self, idx): |
| 7 | + return idx // 2 |
| 8 | + |
| 9 | + def left_child_idx(self, idx): |
| 10 | + return idx * 2 |
| 11 | + |
| 12 | + def right_child_idx(self, idx): |
| 13 | + return idx * 2 + 1 |
| 14 | + |
| 15 | + def child_present(self, idx): |
| 16 | + return self.left_child_idx(idx) <= self.count |
| 17 | + |
| 18 | + def retrieve_min(self): |
| 19 | + if self.count == 0: |
| 20 | + print("No items in heap") |
| 21 | + return None |
| 22 | + |
| 23 | + min = self.heap_list[1] |
| 24 | + self.heap_list[1] = self.heap_list[self.count] |
| 25 | + self.count -= 1 |
| 26 | + self.heap_list.pop() |
| 27 | + self.heapify_down() |
| 28 | + return min |
| 29 | + |
| 30 | + def add(self, element): |
| 31 | + self.count += 1 |
| 32 | + self.heap_list.append(element) |
| 33 | + self.heapify_up() |
| 34 | + |
| 35 | + |
| 36 | + def get_smaller_child_idx(self, idx): |
| 37 | + if self.right_child_idx(idx) > self.count: |
| 38 | + return self.left_child_idx(idx) |
| 39 | + else: |
| 40 | + left_child = self.heap_list[self.left_child_idx(idx)] |
| 41 | + right_child = self.heap_list[self.right_child_idx(idx)] |
| 42 | + if left_child < right_child: |
| 43 | + return self.left_child_idx(idx) |
| 44 | + else: |
| 45 | + return self.right_child_idx(idx) |
| 46 | + |
| 47 | + def heapify_up(self): |
| 48 | + idx = self.count |
| 49 | + swap_count = 0 |
| 50 | + while self.parent_idx(idx) > 0: |
| 51 | + if self.heap_list[self.parent_idx(idx)] > self.heap_list[idx]: |
| 52 | + swap_count += 1 |
| 53 | + tmp = self.heap_list[self.parent_idx(idx)] |
| 54 | + self.heap_list[self.parent_idx(idx)] = self.heap_list[idx] |
| 55 | + self.heap_list[idx] = tmp |
| 56 | + idx = self.parent_idx(idx) |
| 57 | + |
| 58 | + element_count = len(self.heap_list) |
| 59 | + if element_count > 10000: |
| 60 | + print("Heap of {0} elements restored with {1} swaps" |
| 61 | + .format(element_count, swap_count)) |
| 62 | + print("") |
| 63 | + |
| 64 | + def heapify_down(self): |
| 65 | + idx = 1 |
| 66 | + # starts at 1 because we swapped first and last elements |
| 67 | + swap_count = 1 |
| 68 | + while self.child_present(idx): |
| 69 | + smaller_child_idx = self.get_smaller_child_idx(idx) |
| 70 | + if self.heap_list[idx] > self.heap_list[smaller_child_idx]: |
| 71 | + swap_count += 1 |
| 72 | + tmp = self.heap_list[smaller_child_idx] |
| 73 | + self.heap_list[smaller_child_idx] = self.heap_list[idx] |
| 74 | + self.heap_list[idx] = tmp |
| 75 | + idx = smaller_child_idx |
| 76 | + |
| 77 | + element_count = len(self.heap_list) |
| 78 | + if element_count >= 10000: |
| 79 | + print("Heap of {0} elements restored with {1} swaps" |
| 80 | + .format(element_count, swap_count)) |
| 81 | + print("") |
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