def test_load(self): print "TESTING: load data" result = Result() data = result.load_results(self.jsonfile) self.assertTrue(isinstance(data,pandas.DataFrame)) self.assertTrue(data.shape[0] == 44) self.assertTrue(data.shape[1] == 13)
def test_load(self): print "TESTING: load data" result = Result() data = result.load_results(self.jsonfile) self.assertTrue(isinstance(data, pandas.DataFrame)) self.assertTrue(data.shape[0] == 44) self.assertTrue(data.shape[1] == 13)
class TestAPI(unittest.TestCase): def setUp(self): self.pwd = get_installdir() self.tmpdir = tempfile.mkdtemp() self.jsonfile = os.path.abspath("%s/tests/data/results/results.json" %self.pwd) self.result = Result() self.result.load_results(self.jsonfile) def tearDown(self): shutil.rmtree(self.tmpdir) def test_check_numeric(self): not_numeric = ["hello","goodbye"] numeric_float = [1.1,2.2,3.3] numeric_int = [1,2,3] not_numeric_mixed = ["hello",2,3.0] self.assertTrue(check_numeric(numeric_float)) self.assertTrue(check_numeric(numeric_int)) self.assertTrue(check_numeric(not_numeric)==False) self.assertTrue(check_numeric(not_numeric_mixed)==False) def test_filter(self): filtered = self.result.filter(field="experiment_exp_id",value="bridge_game") self.assertTrue(filtered.shape[0]==20) self.assertTrue(len(numpy.unique(filtered["experiment_exp_id"]))==1) def test_load(self): print "TESTING: load data" result = Result() data = result.load_results(self.jsonfile) self.assertTrue(isinstance(data,pandas.DataFrame)) self.assertTrue(data.shape[0] == 44) self.assertTrue(data.shape[1] == 13) def test_experiment_extract(self): print "TESTING: experiment extraction" experiment = self.result.extract_experiment(exp_id="stroop") experiment_columns = [u'block_duration', u'condition', u'correct', u'correct_response', u'current_trial', u'dateTime', u'feedback_duration', u'internal_node_id', u'key_press', u'possible_responses', u'responses', u'rt', u'stim_color', u'stim_duration', u'stim_word', u'stimulus', u'time_elapsed', u'timing_post_trial', u'trial_id', u'trial_index', u'trial_type', u'trialdata', u'uniqueid', u'view_history'] self.assertTrue(isinstance(experiment,pandas.DataFrame)) self.assertTrue(experiment.shape[0]==747) [self.assertTrue(x) in experiment.columns for x in experiment_columns] def test_survey_extract(self): print "TESTING: survey extraction" survey = self.result.extract_experiment(exp_id="bis11_survey") self.assertTrue(isinstance(survey,pandas.DataFrame)) def test_game_extract(self): print "TESTING: game extraction" game = self.result.extract_experiment(exp_id="bridge_game") game_columns = [u'current_trial', u'uniqueid', u'dateTime', u'ACC', u'RT', u'solution', u'problem_id', u'trial', u'finished', u'points', u'answer', u'n1', u'n2', u'problem'] self.assertTrue(isinstance(game,pandas.DataFrame)) self.assertTrue(game.shape[0]==301) [self.assertTrue(x) in game.columns for x in game_columns]
class TestAPI(unittest.TestCase): def setUp(self): self.pwd = get_installdir() self.tmpdir = tempfile.mkdtemp() self.jsonfile = os.path.abspath("%s/tests/data/results/results.json" % self.pwd) self.result = Result() self.result.load_results(self.jsonfile) def tearDown(self): shutil.rmtree(self.tmpdir) def test_check_numeric(self): not_numeric = ["hello", "goodbye"] numeric_float = [1.1, 2.2, 3.3] numeric_int = [1, 2, 3] not_numeric_mixed = ["hello", 2, 3.0] self.assertTrue(check_numeric(numeric_float)) self.assertTrue(check_numeric(numeric_int)) self.assertTrue(check_numeric(not_numeric) == False) self.assertTrue(check_numeric(not_numeric_mixed) == False) def test_filter(self): filtered = self.result.filter(field="experiment_exp_id", value="bridge_game") self.assertTrue(filtered.shape[0] == 20) self.assertTrue(len(numpy.unique(filtered["experiment_exp_id"])) == 1) def test_load(self): print "TESTING: load data" result = Result() data = result.load_results(self.jsonfile) self.assertTrue(isinstance(data, pandas.DataFrame)) self.assertTrue(data.shape[0] == 44) self.assertTrue(data.shape[1] == 13) def test_experiment_extract(self): print "TESTING: experiment extraction" experiment = self.result.extract_experiment(exp_id="stroop") experiment_columns = [ u"block_duration", u"condition", u"correct", u"correct_response", u"current_trial", u"dateTime", u"feedback_duration", u"internal_node_id", u"key_press", u"possible_responses", u"responses", u"rt", u"stim_color", u"stim_duration", u"stim_word", u"stimulus", u"time_elapsed", u"timing_post_trial", u"trial_id", u"trial_index", u"trial_type", u"trialdata", u"uniqueid", u"view_history", ] self.assertTrue(isinstance(experiment, pandas.DataFrame)) self.assertTrue(experiment.shape[0] == 747) [self.assertTrue(x) in experiment.columns for x in experiment_columns] def test_survey_extract(self): print "TESTING: survey extraction" survey = self.result.extract_experiment(exp_id="bis11_survey") self.assertTrue(isinstance(survey, pandas.DataFrame)) def test_game_extract(self): print "TESTING: game extraction" game = self.result.extract_experiment(exp_id="bridge_game") game_columns = [ u"current_trial", u"uniqueid", u"dateTime", u"ACC", u"RT", u"solution", u"problem_id", u"trial", u"finished", u"points", u"answer", u"n1", u"n2", u"problem", ] self.assertTrue(isinstance(game, pandas.DataFrame)) self.assertTrue(game.shape[0] == 301) [self.assertTrue(x) in game.columns for x in game_columns]