def METHOD_NAME(self):
    self.informer = Informer(3, 3, 3, 20, 20, 20, factor=1)
    self.kwargs = {
                "file_path": "tests/test_data/keag_small.csv",
                "forecast_history": 5,
                "forecast_length": 1,
                "target_col": ["cfs"],
                "relevant_cols": ["cfs", "temp", "precip"],
                "sort_column": "date",
                "feature_params":
                {
                    "datetime_params": {
                        "month": "numerical",
                        "day": "numerical",
                        "day_of_week": "numerical",
                        "hour": "numerical"
                    }
                }
            }