def test_all():
slists = StampLists(4)
E = []
for i in xrange(4):
E.append([])
for _ in xrange(200):
e = np.random.rand()
slists._append(i, e)
E[i].append(e)
kern = ECCDFKernel(True)
kern.build(800, 4, np.array([1.0, 3.0]))
kern._mstep(slists)
for i in xrange(4):
assert_array_equal(sorted(E[i]), slists._get_all(i))
for i in xrange(4):
for _ in xrange(200):
p = kern._pdf(i, np.random.rand(), slists)
assert p <= 1
assert p >= 0
