Automated column selection for isothermal models; added run_id to query.

        for scratches in scratches_dirs:

            cleanup_directory(directory=scratches, logger=logger)

            os.rmdir(scratches)

    prs_inspection_main()

    prs_inspection_main(run_id=run_id,

                        is_isothermal=_tdust_model_type == 'isothermal')

if __name__ == '__main__':

        dust_temperature: float,

        gas_density: float,

        lines: Union[list, tuple],

        session: Session) -> Tuple[float, str, str, np.array, np.array]:

        run_id: str,

        session: Session,

        is_isothermal: bool = False) -> Tuple[float, str, str, np.array, np.array]:

    # Select correct column for filtering

    if is_isothermal is True:

        dust_temperature_column = GridPars.dust_temperature

    else:

        dust_temperature_column = GridPars.dust_temperature_at_reference

    # Query database

    results = session.query(GridPars, RatioMaps, GridFiles) \

        .join(GridFiles) \

        .join(StarsPars, isouter=True) \

              or_(RatioMaps.mom_zero_map_1,

                  RatioMaps.mom_zero_map_2)) \

        .filter(

        and_(GridPars.dust_temperature_at_reference == dust_temperature,

        and_(dust_temperature_column == dust_temperature,

             GridPars.density_at_reference == gas_density,

             GridFiles.quantity == 'gas_number_density',

             ModelPars.iline.in_(lines),

             GridPars.run_id == '55d05c03-192a-47da-9dcf-c41df1882868')).order_by(GridPars.created_on.desc()).first()

             GridPars.run_id == run_id)).order_by(GridPars.created_on.desc()).first()

    with fits.open(os.path.join('prs', 'fits', 'grids', results[2].fits_grid_name)) as fitsfile:

        grid_values = fitsfile[0].data

    with fits.open(os.path.join('prs', 'fits', 'ratios', results[1].ratio_map_name)) as ratio_fitsfile:

    return results[1].aggregated_ratio, results[1].ratio_map_name, results[2].fits_grid_name, grid_values, ratio_values

def main():

def main(run_id: str,

         is_isothermal: bool):

    engine = get_pg_engine(logger=logger)

    config = load_config_file(os.path.join('config', 'config.yml'))

if __name__ == '__main__':

    main()

    main(run_id='55d05c03-192a-47da-9dcf-c41df1882868', is_isothermal=False)