def kth_quantiles(A, B, k, p, r):
if k > 0:
n = r - p + 1
location = math.floor(k / 2) * math.ceil(n / k)
B[math.floor(k / 2)]= randomized_select(A, p, r, location)
kth_quantiles(A, B, p, math.floor(k / 2) - 1, location - 1)
kth_quantiles(A, B, math.floor(k / 2), location + 1, r)
def kth_quantiles(A, B, k, p, r):
if k > 0:
n = r - p + 1
location = math.floor(k / 2) * math.ceil(n / k)
B[math.floor(k / 2)] = randomized_select(A, p, r, location)
kth_quantiles(A, B, p, math.floor(k / 2) - 1, location - 1)
kth_quantiles(A, B, math.floor(k / 2), location + 1, r)
def test_randomized_select(self):
n = randint(1, 30)
i = randint(1, n)
A = [randint(-100, 100) for _ in range(n)]
B = A.copy()
for _ in range(i - 1):
A.remove(min(A))
expected = min(A)
actual = randomized_select(B, 0, len(B) - 1, i)
self.assertEqual(expected, actual)
def run(mode, n, k):
array = []
if mode == "-r":
array = random_data(n)
else:
array = permutation(n)
array_copy = array.copy()
print("Tablica: {}".format(array))
print("Randomized select:")
el = randomized_select(array, 0, n - 1, k)
for num in array:
if num == el:
print("[{}]".format(num), end=" ")
else:
print(num, end=" ")
print("\nSelect:")
el = select(array_copy, k)
for num in array_copy:
if num == el:
print("[{}]".format(num), end=" ")
else:
print(num, end=" ")
print()
def test_randomize_select_duplicate(self):
a = [10, 11, 5, 8, 2, 6, 8, 8, 100, 50]
self.assertEquals(randomized_select(a, 0, 9, 4), 8)
self.assertEquals(randomized_select(a, 0, 9, 5), 8)
self.assertEquals(randomized_select(a, 0, 9, 6), 8)
def test_randomize_select_distinct(self):
a = [10, 11, 5, 3, 2, 6, 0, 8, 100, 50]
self.assertEquals(randomized_select(a, 0, 9, 5), 6)
def test_randomize_select_duplicate(self):
a = [10, 11, 5, 8, 2, 6, 8, 8, 100, 50]
self.assertEqual(randomized_select(a, 0, 9, 4), 8)
self.assertEqual(randomized_select(a, 0, 9, 5), 8)
self.assertEqual(randomized_select(a, 0, 9, 6), 8)
def test_randomize_select_distinct(self):
a = [10, 11, 5, 3, 2, 6, 0, 8, 100, 50]
self.assertEqual(randomized_select(a, 0, 9, 5), 6)