def test_StatusMessage():
blitzl1.set_tolerance(0.0)
blitzl1.set_verbose(False)
n = 10
d = 10
A = np.arange(n*d, dtype=np.float).reshape(n, d)
b = np.arange(n, dtype=np.float)
prob = blitzl1.LassoProblem(A, b)
sol = prob.solve(2000.)
if sol.status != "reached machine precision":
print "test StatusMessage machine precision failed"
blitzl1.set_tolerance(0.1)
sol = prob.solve(2000.)
if sol.status != "reached stopping tolerance":
print "test StatusMessage stopping tolerance failed"
blitzl1.set_tolerance(0.0)
blitzl1.set_max_time(0.0)
sol = prob.solve(2000.)
if sol.status != "reached time limit":
print "test StatusMessage time limit failed"
def test_SolverOptions():
blitzl1.set_tolerance(0.027)
if blitzl1.get_tolerance() != 0.027:
print "test SolverOptions tolerance failed"
blitzl1.set_max_time(557.0)
if blitzl1.get_max_time() != 557.0:
print "test SolverOptions max_time failed"
blitzl1.set_use_intercept(True)
if blitzl1.get_use_intercept() != True:
print "test SolverOptions use_intercept (True) failed"
blitzl1.set_use_intercept(False)
if blitzl1.get_use_intercept() != False:
print "test SolverOptions use_intercept (False) failed"
blitzl1.set_verbose(True)
if blitzl1.get_verbose() != True:
print "test SolverOptions verbose (True) failed"
blitzl1.set_verbose(False)
if blitzl1.get_verbose() != False:
print "test SolverOptions verbose (False) failed"