def data_from_config(config_file): """ Returns features, scores, elapsed time in seconds etc. and searchspace from a config file """ config = Config(config_file) session = config.trials() searchspace = config.search_space() history = [[t.parameters, t.test_scores, t.status, t.elapsed] for t in session.query(Trial).all()] return get_data(history, searchspace) + (searchspace, )