def test_get_test_result():
t = themis.Themis(xml_fname="settings.xml")
assign = t.new_random_sub_input(args=t.input_order)
if assign["Sex"] == "Male" and assign["Race"] == "Red":
assert t.get_test_result(assign=assign)
else:
assert not t.get_test_result(assign=assign)
def test_init():
t = themis.Themis(xml_fname="settings.xml")
assert t.input_order == ["Sex", "Age", "Race", "Income"]
assert t.command == "python software.py"
def test_discrimination_search():
t = themis.Themis(xml_fname="settings.xml")
group_subs, causal_subs = t.discrimination_search(group=True, causal=True)
print "\n"
print "Group: ", group_subs
print "Causal: ", causal_subs
def test_causal_discrimination():
t = themis.Themis(xml_fname="settings.xml")
print "\nCausal:"
for f in t._all_relevant_subs(["Sex", "Race", "Age", "Income"]):
_, p = t.causal_discrimination(i_fields=f)
print f, "--> ", p
def test_gen_all_sub_inputs():
t = themis.Themis(xml_fname="settings.xml")
t.gen_all_sub_inputs(args=t.input_order)
def test_tuple():
t = themis.Themis(xml_fname="settings.xml")
assign = t.new_random_sub_input(args=t.input_order)
tupled_args = t._tuple(assign=assign)
assert assign == t._untuple(tupled_args=tupled_args)