def test_check_subsample_power_inputs_bootstrap_counts(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=[np.ones((3)),
np.ones((5))],
counts=self.counts,
bootstrap=False)
def test_check_subsample_power_inputs_matched_mode(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=[np.ones((2)),
np.ones((5))],
counts=self.counts,
draw_mode="matched")
def test_check_subsample_power_inputs_draw_mode_error(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=[np.ones((2)),
np.ones((5))],
counts=self.counts,
draw_mode="Alice Price Healy")
def test_check_subsample_power_inputs_test(self):
# Defines a test function
def test(x):
return 'Hello World!'
with self.assertRaises(TypeError):
_check_subsample_power_inputs(test=test,
samples=self.samps,
counts=self.counts)
def test_check_subsample_power_inputs_test(self):
# Defines a test function
def test(x):
return 'Hello World!'
with self.assertRaises(TypeError):
_check_subsample_power_inputs(test=test,
samples=self.samps,
counts=self.counts)
def test_check_sample_power_inputs(self):
# Defines the know returns
known_num_p = 1
known_ratio = np.ones((2))
# Runs the code for the returns
test_ratio, test_num_p = \
_check_subsample_power_inputs(test=self.f,
samples=self.samps,
counts=self.counts,
)
# Checks the returns are sane
self.assertEqual(known_num_p, test_num_p)
npt.assert_array_equal(known_ratio, test_ratio)
def test_check_sample_power_inputs(self):
# Defines the know returns
known_num_p = 1
known_ratio = np.ones((2))
# Runs the code for the returns
test_ratio, test_num_p = \
_check_subsample_power_inputs(test=self.f,
samples=self.samps,
counts=self.counts,
)
# Checks the returns are sane
self.assertEqual(known_num_p, test_num_p)
npt.assert_array_equal(known_ratio, test_ratio)
def test_check_subsample_power_inputs_bootstrap_error(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=self.samps,
counts=np.arange(10, 1000, 10),
bootstrap=False)
def test_check_subsample_power_inputs_ratio(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=self.samps,
counts=self.counts,
ratio=np.array([1, 2, 3]))
def test_check_subsample_power_inputs_bootstrap_counts(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=[np.ones((3)), np.ones((5))],
counts=self.counts,
bootstrap=False)
def test_check_subsample_power_inputs_low_counts(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=self.samps,
counts=np.arange(-5, 0)
)
def test_check_subsample_power_inputs_matched_mode(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=[np.ones((2)), np.ones((5))],
counts=self.counts,
draw_mode="matched")
def test_check_subsample_power_inputs_draw_mode_error(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=[np.ones((2)), np.ones((5))],
counts=self.counts,
draw_mode="Alice Price Healy")
def test_check_subsample_power_inputs_bootstrap_error(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=self.samps,
counts=np.arange(10, 1000, 10),
bootstrap=False)
def test_check_subsample_power_inputs_ratio(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=self.samps,
counts=self.counts,
ratio=np.array([1, 2, 3]))
def test_check_subsample_power_inputs_low_counts(self):
with self.assertRaises(ValueError):
_check_subsample_power_inputs(test=self.f,
samples=self.samps,
counts=np.arange(-5, 0))