class HeapTests(unittest.TestCase):
def setUp(self):
self.heap = Heap()
def test_heap_insert_works(self):
self.heap.insert(6)
self.heap.insert(8)
self.heap.insert(10)
self.heap.insert(9)
self.heap.insert(1)
self.heap.insert(9)
self.heap.insert(9)
self.heap.insert(5)
self.assertEqual(self.heap.storage, [10, 9, 9, 6, 1, 8, 9, 5])
def test_get_max_works(self):
self.heap.insert(6)
self.heap.insert(8)
self.heap.insert(10)
self.heap.insert(9)
self.heap.insert(1)
self.heap.insert(9)
self.heap.insert(9)
self.heap.insert(5)
self.assertEqual(self.heap.get_size(), 8)
self.assertEqual(self.heap.get_max(), 10)
def test_get_max_after_delete(self):
self.heap.insert(6)
self.heap.insert(8)
self.heap.insert(10)
self.heap.insert(9)
self.heap.insert(1)
self.heap.insert(9)
self.heap.insert(9)
self.heap.insert(5)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 9)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 9)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 9)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 8)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 6)
def test_delete_elements_in_order(self):
self.heap.insert(6)
self.heap.insert(7)
self.heap.insert(5)
self.heap.insert(8)
self.heap.insert(10)
self.heap.insert(1)
self.heap.insert(2)
self.heap.insert(5)
descending_order = []
while self.heap.get_size() > 0:
descending_order.append(self.heap.delete())
self.assertEqual(descending_order, [10, 8, 7, 6, 5, 5, 2, 1])
class HeapTests(unittest.TestCase):
def setUp(self):
self.heap = Heap()
def test_heap_insert_works(self):
self.heap.insert(6)
self.heap.insert(8)
self.heap.insert(10)
self.heap.insert(9)
self.heap.insert(1)
self.heap.insert(9)
self.heap.insert(9)
self.heap.insert(5)
self.assertEqual(self.heap.storage, [10, 9, 9, 6, 1, 8, 9, 5])
def test_get_max_works(self):
self.heap.insert(6)
self.heap.insert(8)
self.heap.insert(10)
self.heap.insert(9)
self.heap.insert(1)
self.heap.insert(9)
self.heap.insert(9)
self.heap.insert(5)
self.assertEqual(self.heap.get_size(), 8)
self.assertEqual(self.heap.get_max(), 10)
def test_get_max_after_delete(self):
self.heap.insert(6)
self.heap.insert(8)
self.heap.insert(10)
self.heap.insert(9)
self.heap.insert(1)
self.heap.insert(9)
self.heap.insert(9)
self.heap.insert(5)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 9)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 9)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 9)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 8)
self.heap.delete()
self.assertEqual(self.heap.get_max(), 6)
def test_delete_elements_in_order(self):
self.heap.insert(6)
self.heap.insert(7)
self.heap.insert(5)
self.heap.insert(8)
self.heap.insert(10)
self.heap.insert(1)
self.heap.insert(2)
self.heap.insert(5)
descending_order = []
print("Storage", self.heap.storage)
while self.heap.get_size() > 0:
descending_order.append(self.heap.delete())
self.assertEqual(descending_order, [10, 8, 7, 6, 5, 5, 2, 1])
def test_bubble_up_was_called(self):
self.heap._bubble_up = MagicMock()
self.heap.insert(5)
self.assertTrue(self.heap._bubble_up.called)
def test_sift_down_was_called(self):
self.heap._sift_down = MagicMock()
self.heap.insert(10)
self.heap.insert(11)
self.heap.delete()
self.assertTrue(self.heap._sift_down.called)
# O(n) insertion for lists
start_time = time.time()
for i in range(0, n):
l.append(i)
end_time = time.time()
print(f'list insertion runtime: {end_time - start_time} seconds')
# O(n log n) insertion for heaps
start_time = time.time()
for i in range(0, n):
h.insert(i)
end_time = time.time()
print(f'heap insertion runtime: {end_time - start_time} seconds')
# # benchmark heap max value removal vs list max value removal
# O(n log n) max removal for heaps
start_time = time.time()
for i in range(0, n):
h.delete()
end_time = time.time()
print(f'heap remove max runtime: {end_time - start_time} seconds')
# O(n^3) max removal for lists
# O(n^2 + n^2)
start_time = time.time()
for i in range(0, n): # O(n)
index = list_find_max_index(l) # O(n)
l.pop(index) # O(n)
end_time = time.time()
print(f'list remove max runtime: {end_time - start_time} seconds')