def test_listPlayExperiments_experimentsExist_returnsExperiments(self):
config = Configuration(test_flag=True)
explorer = Explorer(config=config)
experiments = explorer.list_play_experiments()
assert len(experiments) > 0
def test_listTrainExperiments_selectExperiment_printsConfig(self):
config = Config(test=True)
explorer = Explorer(config=config)
experiment = Experiment(config)
analyzer = Analyzer(config=config, session_id=experiment.get_session_id())
experiments = explorer.list_train_experiments()
analyzer.compare_train_config(experiments)
def test_listTrainExperiments_selectExperiment_compareEpochScore(self):
config = Config(test=True)
explorer = Explorer(config=config)
experiment = Experiment(config)
analyzer = Analyzer(config=config, session_id=experiment.get_session_id())
experiments = explorer.list_train_experiments()
for experiment in experiments:
file = analyzer.compare_train_epoch_score(experiment)
assert file is not None
def test_listTrainExperiments_selectExperiments_compareEpochData(self):
config = Config(test=True)
explorer = Explorer(config=config)
experiment = Experiment(config)
analyzer = Analyzer(config=config, session_id=experiment.get_session_id())
experiments = explorer.list_train_experiments()
file = analyzer.compare_train_epoch_cols(experiments, 'avg_score')
assert file is not None