def test_generate_k_three_dimensions(self, three_dimensional_points):
for i in xrange(1000):
centers = generate_k(three_dimensional_points, 10)
for point in centers:
assert 1 < point[0] < 6
assert 2 < point[1] < 7
assert 0 < point[1] < 8
def test_generate_k_three_dimensions(self, three_dimensional_points):
for i in range(1000):
centers = generate_k(three_dimensional_points, 10)
for point in centers:
assert 1 < point[0] < 6
assert 2 < point[1] < 7
assert 0 < point[1] < 8
def test_generate_k_two_dimensions(self, two_dimensional_points):
for i in xrange(1000):
centers = generate_k(two_dimensional_points, 10)
for point in centers:
assert 0 < point[0] < 10
assert 5 < point[1] < 15
def test_generate_k_two_dimensions(self, two_dimensional_points):
for i in range(1000):
centers = generate_k(two_dimensional_points, 10)
for point in centers:
assert 0 < point[0] < 10
assert 5 < point[1] < 15
