Coverage for robust\testing\t_robust_gp_tools.py : 0%
![Show keyboard shortcuts](keybd_closed.png)
Hot-keys on this page
r m x p toggle line displays
j k next/prev highlighted chunk
0 (zero) top of page
1 (one) first highlighted chunk
from builtins import range from gpkit import Variable import numpy as np
import unittest from gpkit.tests.helpers import run_tests
from robust.robust_gp_tools import RobustGPTools
class TestRobustGPTools(unittest.TestCase): def test_check_if_no_data(self): for _ in range(20): number_of_monomials = int(30*np.random.random())+1 number_of_gp_variables = int(np.random.rand()*15) + 1 number_of_uncertain_variables = int(np.random.rand()*4) + 1 vector_to_choose_from = [0, 0, 0, 0, 0, 0, 0, 0, 1, -1]
m = number_of_monomials*[1] p_uncertain_vars = [] data_monomials = []
for j in range(number_of_monomials): for i in range(number_of_gp_variables): x = Variable('x_%s' % i) m[j] *= x**(np.random.rand()*10 - 5)
for i in range(number_of_uncertain_variables): u = Variable('u_%s' % i, np.random.random(), pr=100*np.random.random()) p_uncertain_vars.append(u) neg_pos_neutral_powers = [vector_to_choose_from[int(10*np.random.random())] for _ in range(number_of_monomials)]
for j in range(number_of_monomials): m[j] *= u**(np.random.rand()*5*neg_pos_neutral_powers[j]) if neg_pos_neutral_powers[j] != 0: data_monomials.append(j)
for i in range(number_of_monomials): if i in data_monomials: # noinspection PyUnresolvedReferences self.assertFalse(RobustGPTools.check_if_no_data(p_uncertain_vars, m[i].exps[0])) else: # noinspection PyUnresolvedReferences self.assertTrue(RobustGPTools.check_if_no_data(p_uncertain_vars, m[i].exps[0]))
TESTS = [TestRobustGPTools]
def test(): run_tests(TESTS)
if __name__ == "__main__": test() |