def generate_f_test_out(slm1, slm2):
D = {}
slm_OUT = f_test(slm1, slm2)
mykeys = ["X", "df", "SSE", "coef", "k", "t"]
for key in mykeys:
D[key] = getattr(slm_OUT, key)
return D
def dummy_test(infile, expfile):
# load input test data
ifile = open(infile, "br")
idic = pickle.load(ifile)
ifile.close()
slm1 = SLM(Term(1), Term(1))
slm2 = SLM(Term(1), Term(2))
for key in idic.keys():
if "1" in key:
setattr(slm1, key[4:], idic[key])
elif "2" in key:
setattr(slm2, key[4:], idic[key])
# run f test
outdic = f_test(slm1, slm2)
# load expected outout data
efile = open(expfile, "br")
expdic = pickle.load(efile)
efile.close()
testout = []
for key in expdic.keys():
comp = np.allclose(getattr(outdic, key),
expdic[key],
rtol=1e-05,
equal_nan=True)
testout.append(comp)
assert all(flag == True for (flag) in testout)