def test_3():
"""This test ensures that the worst-case is increasing with the size of the
uncertainty set."""
_, v, q, beta, _, is_cost = get_request()
rslt = list()
for beta in np.linspace(0.0, 10):
rslt.append(get_worst_case_outcome(v, q, beta, is_cost))
if is_cost:
cond = np.all(np.diff(np.around(rslt, 5)) >= 0)
else:
cond = np.all(np.diff(np.around(rslt, 5)) <= 0)
np.testing.assert_equal(cond, True)
def test_1():
"""This test just confirms that the package is running smoothly."""
x, v, q, beta, gamma, is_cost = get_request()
get_worst_case_outcome(v, q, beta, is_cost)
get_worst_case_probs(v, q, beta, is_cost)
import pickle as pkl
import numpy as np
import socket
import sys
from robupy.auxiliary import get_multiplier_evaluation
from robupy.tests.auxiliary import get_request
num_tests = 1000
if False:
tests = []
for _ in range(num_tests):
print(_)
x, v, q, beta, gamma, is_cost = get_request()
args = v, q, gamma
rslt = get_multiplier_evaluation(*args)
tests.append([rslt, args])
pkl.dump(tests, open('regression_vault.robupy.pkl', 'wb'))
fname = '../../robupy/tests/regression_vault.robupy.pkl'
#fname = 'regression_vault.robupy.pkl'
tests = pkl.load(open(fname, 'rb'))
for test in tests:
rslt, args = test
# We need to be less strict when the tests were created on a different machine.
if 'heracles' in socket.gethostname():
def test_4():
x, v, q, beta, gamma, is_cost = get_request()
assert_array_almost_equal(
criterion_full(gamma, v, q, beta),
pre_numba_criterion_full(v, q, beta, gamma),
)
def test_2():
x, v, q, beta, gamma, is_cost = get_request()
assert_array_almost_equal(
get_worst_case_probs(v, q, beta, is_cost),
pre_numba_get_worst_case_probs(v, q, beta, is_cost),
)
def test_1():
x, v, q, beta, gamma, is_cost = get_request()
assert_array_almost_equal(
pre_numba_get_worst_case_outcome(v, q, beta, is_cost),
get_worst_case_outcome(v, q, beta, is_cost),
)