Skip to content

input

Handle parsing, validation, and actioning of a PROCESS input file (*IN.DAT).

NumberType = int | float module-attribute

ValidInputTypes = NumberType | str module-attribute

DataTypes = (int, float, str) module-attribute

Valid input variable types alias

INPUT_VARIABLES = {'runtitle': InputVariable(data_structure.global_variables, str), 'verbose': InputVariable(data_structure.global_variables, int, choices=[0, 1]), 'run_tests': InputVariable(data_structure.global_variables, int, choices=[0, 1]), 'ioptimz': InputVariable(data_structure.numerics, int, choices=[1, -2]), 'epsvmc': InputVariable(data_structure.numerics, float, range=(0.0, 1.0)), 'boundl': InputVariable(data_structure.numerics, float, array=True), 'boundu': InputVariable(data_structure.numerics, float, array=True), 'epsfcn': InputVariable(data_structure.numerics, float, range=(0.0, 1.0)), 'maxcal': InputVariable(data_structure.global_variables, int, range=(0, 10000)), 'minmax': InputVariable(data_structure.numerics, int), 'neqns': InputVariable(data_structure.numerics, int, range=(0, ConstraintManager.num_constraints())), 'nineqns': InputVariable(data_structure.numerics, int, range=(0, ConstraintManager.num_constraints())), 'alphaj': InputVariable('physics', float, range=(0.0, 10.0)), 'alphan': InputVariable('physics', float, range=(0.0, 10.0)), 'alphat': InputVariable('physics', float, range=(0.0, 10.0)), 'aspect': InputVariable('physics', float, range=(1.001, 40.0)), 'beamfus0': InputVariable('physics', float, range=(0.01, 10.0)), 'beta_total_vol_avg': InputVariable('physics', float, range=(0.0, 1.0)), 'beta_vol_avg_max': InputVariable('physics', float, range=(0.0, 1.0)), 'beta_vol_avg_min': InputVariable('physics', float, range=(0.0, 1.0)), 'betbm0': InputVariable('physics', float, range=(0.0, 10.0)), 'b_plasma_toroidal_on_axis': InputVariable('physics', float, range=(0.0, 30.0)), 'burnup_in': InputVariable('physics', float, range=(0.0, 1.0)), 'radius_plasma_core_norm': InputVariable('impurity_radiation', float, range=(0.0, 1.0)), 'f_p_plasma_core_rad_reduction': InputVariable('impurity_radiation', float, range=(0.0, 1.0)), 'c_beta': InputVariable('physics', float, range=(0.0, 1.0)), 'csawth': InputVariable('physics', float, range=(0.0, 10.0)), 'f_vol_plasma': InputVariable('physics', float, range=(0.001, 10.0)), 'f_r_conducting_wall': InputVariable('physics', float, range=(1.0, 3.0)), 'nd_plasma_electrons_vol_avg': InputVariable('physics', float, range=(1e+18, 1e+22)), 'beta_norm_max': InputVariable('physics', float, range=(0.0, 20.0)), 'beta_poloidal_eps_max': InputVariable('physics', float, range=(0.01, 10.0)), 'f_p_alpha_plasma_deposited': InputVariable('physics', float, range=(0.0, 1.0)), 'f_p_div_lower': InputVariable('physics', float, range=(0.0, 1.0)), 'f_plasma_fuel_deuterium': InputVariable('physics', float, range=(0.0, 1.0)), 'ffwal': InputVariable('physics', float, range=(0.0, 10.0)), 'f_nd_plasma_pedestal_greenwald': InputVariable('physics', float, range=(0.1, 1.5)), 'f_nd_plasma_separatrix_greenwald': InputVariable('physics', float, range=(0.001, 0.9)), 'f_plasma_fuel_helium3': InputVariable('physics', float, range=(-1.0, 5.0)), 'f_nd_impurity_electrons': InputVariable('impurity_radiation', float, array=True), 'fkzohm': InputVariable('physics', float, range=(0.5, 2.0)), 'abktflnc': InputVariable('costs', float, range=(0.1, 100.0)), 'adivflnc': InputVariable('costs', float, range=(0.1, 100.0)), 'admv': InputVariable('buildings', float, range=(10000.0, 1000000.0)), 'airtemp': InputVariable('water_use', float, range=(-15.0, 40.0)), 'alfapf': InputVariable('pf_coil', float, range=(1e-12, 1.0)), 'alstroh': InputVariable('pf_coil', float, range=(1000000.0, 100000000000.0)), 'amortization': InputVariable('costs', float, range=(1.0, 50.0)), 'anginc': InputVariable('divertor', float, range=(0.0, 1.5707)), 'aplasmin': InputVariable('build', float, range=(0.01, 10.0)), 'aux_build_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'aux_build_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'aux_build_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'auxcool_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'auxcool_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'auxcool_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'p_hcd_injected_min_mw': InputVariable('constraints', float, range=(0.01, 100.0)), 'avail_min': InputVariable('costs', float, range=(0.0, 1.0)), 'b_crit_upper_nbti': InputVariable('tfcoil', float, range=(0.0, 30.0)), 'p_plant_electric_base': InputVariable('heat_transport', float, range=(1000000.0, 10000000000.0)), 'bcritsc': InputVariable('tfcoil', float, range=(10.0, 50.0)), 'bctmp': InputVariable('pulse', float, range=(1.0, 800.0)), 'e_beam_kev': InputVariable('current_drive', float, range=(1.0, 1000000.0)), 'dx_beam_duct': InputVariable('current_drive', float, range=(0.001, 5.0)), 'deg_div_field_plate': InputVariable('divertor', float, range=(0.0, 360.0)), 'beta_poloidal_max': InputVariable('constraints', float, range=(0.01, 2.0)), 'betai': InputVariable('divertor', float, range=(0.0, 1.5707)), 'betao': InputVariable('divertor', float, range=(0.0, 1.5707)), 'big_q_plasma_min': InputVariable('constraints', float, range=(0.01, 100.0)), 'bioshld_thk': InputVariable('buildings', float, range=(0.25, 25.0)), 'bkt_life_csf': InputVariable('cs_fatigue', float, range=(0.0, 1.0)), 'blbmith': InputVariable('build', float, range=(0.0, 2.0)), 'blbmoth': InputVariable('build', float, range=(0.0, 2.0)), 'blbpith': InputVariable('build', float, range=(0.0, 2.0)), 'blbpoth': InputVariable('build', float, range=(0.0, 2.0)), 'blbuith': InputVariable('build', float, range=(0.0, 2.0)), 'blbuoth': InputVariable('build', float, range=(0.0, 2.0)), 'bldr': InputVariable('ife', float, range=(0.0, 10.0)), 'bldrc': InputVariable('ife', float, range=(0.0, 10.0)), 'bldzl': InputVariable('ife', float, range=(0.0, 10.0)), 'bldzu': InputVariable('ife', float, range=(0.0, 10.0)), 'pres_blkt_coolant': InputVariable('fwbs', float, range=(100000.0, 100000000.0)), 'blpressure_liq': InputVariable('fwbs', float, range=(100000.0, 100000000.0)), 'b_cs_limit_max': InputVariable('pf_coil', float, range=(0.01, 100.0)), 'bmn': InputVariable('stellarator', float, range=(0.0001, 0.01)), 'b_tf_inboard_max': InputVariable('constraints', float, range=(0.1, 50.0)), 'f_c_plasma_bootstrap_max': InputVariable('current_drive', float, range=(-0.999, 0.999)), 'f_c_plasma_bootstrap': InputVariable('current_drive', float, range=(0.0, 1.0)), 'breeder_f': InputVariable('fwbs', float, range=(0.0, 1.0)), 'breeder_multiplier': InputVariable('fwbs', float, range=(0.0, 1.0)), 'bz_channel_conduct_liq': InputVariable('fwbs', float, range=(1e-06, 1000000.0)), 'dr_tf_plasma_case': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'f_dr_tf_plasma_case': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'dx_tf_side_case_min': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'casths_fraction': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'cboot': InputVariable('current_drive', float, range=(0.0, 10.0)), 'cconfix': InputVariable('costs', float, range=(50.0, 200.0)), 'cconshpf': InputVariable('costs', float, range=(50.0, 200.0)), 'cconshtf': InputVariable('costs', float, range=(50.0, 200.0)), 'cdriv0': InputVariable('ife', float, range=(50.0, 500.0)), 'cdriv1': InputVariable('ife', float, range=(50.0, 500.0)), 'cdriv2': InputVariable('ife', float, range=(50.0, 500.0)), 'f_t_plant_available': InputVariable('costs', float, range=(0.0, 1.0)), 'chdzl': InputVariable('ife', float, range=(0.0, 10.0)), 'chdzu': InputVariable('ife', float, range=(0.0, 10.0)), 'chemlab_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'chemlab_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'chemlab_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'chrad': InputVariable('ife', float, range=(0.1, 20.0)), 'cland': InputVariable('costs', float, range=(10.0, 100.0)), 'clh2': InputVariable('buildings', float, range=(0.0, 30.0)), 'j_cs_flat_top_end': InputVariable('pf_coil', float, range=(10000.0, 500000000.0)), 'conf_mag': InputVariable('costs', float, range=(0.9, 1.0)), 'control_buildings_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'control_buildings_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'control_buildings_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'conv': InputVariable('buildings', float, range=(10000.0, 1000000.0)), 'coolp': InputVariable('fwbs', float, range=(100000.0, 100000000.0)), 'copper_rrr': InputVariable('rebco', float, range=(1.0, 10000.0)), 'dx_tf_hts_tape_copper': InputVariable('superconducting_tfcoil', float, range=(0.0, 0.001)), 'copperaoh_m2': InputVariable('rebco', float, range=(1.0, 10000000000.0)), 'copperaoh_m2_max': InputVariable('rebco', float, range=(10000.0, 10000000000.0)), 'cost_factor_bop': InputVariable('costs', float, range=(0.1, 10.0)), 'cost_factor_buildings': InputVariable('costs', float, range=(0.1, 10.0)), 'cost_factor_fwbs': InputVariable('costs', float, range=(0.1, 10.0)), 'cost_factor_land': InputVariable('costs', float, range=(0.1, 10.0)), 'cost_factor_misc': InputVariable('costs', float, range=(0.1, 10.0)), 'cost_factor_rh': InputVariable('costs', float, range=(0.1, 10.0)), 'cost_factor_tf_coils': InputVariable('costs', float, range=(0.1, 10.0)), 'cost_factor_vv': InputVariable('costs', float, range=(0.1, 10.0)), 'costexp': InputVariable('costs', float, range=(0.01, 5.0)), 'costexp_pebbles': InputVariable('costs', float, range=(0.01, 5.0)), 'cowner': InputVariable('costs', float, range=(0.0, 1.0)), 'cplife_input': InputVariable('costs', float, range=(0.001, 50.0)), 'cpstflnc': InputVariable('costs', float, range=(0.01, 30.0)), 'c_tf_turn': InputVariable('tfcoil', float, range=(0.001, 1000000.0)), 'c_tf_turn_max': InputVariable('tfcoil', float, range=(1.0, 1000000.0)), 'crane_arm_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'crane_clrnc_h': InputVariable('buildings', float, range=(0.0, 10.0)), 'crane_clrnc_v': InputVariable('buildings', float, range=(0.0, 10.0)), 'dx_tf_croco_strand_copper': InputVariable('rebco', float, range=(0.001, 0.1)), 'cryomag_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'cryomag_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'cryomag_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'cryostat_clrnc': InputVariable('buildings', float, range=(0.0, 10.0)), 'cryostore_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'cryostore_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'cryostore_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'p_cryo_plant_electric_max_mw': InputVariable('heat_transport', float, range=(0.01, 200.0)), 'csi': InputVariable('costs', float, range=(1.0, 100.0)), 'cturbb': InputVariable('costs', float, range=(100.0, 1000.0)), 'dz_vv_lower': InputVariable('build', float, range=(0.0, 10.0)), 'dz_vv_upper': InputVariable('build', float, range=(0.0, 10.0)), 'den_aluminium': InputVariable(process.core.constants, float, range=(2500.0, 30000.0)), 'den_tf_coil_case': InputVariable('tfcoil', float, range=(1000.0, 100000.0)), 'dcdrv0': InputVariable('ife', float, range=(0.0, 200.0)), 'dcdrv1': InputVariable('ife', float, range=(0.0, 200.0)), 'dcdrv2': InputVariable('ife', float, range=(0.0, 200.0)), 'den_tf_wp_turn_insulation': InputVariable('tfcoil', float, range=(500.0, 10000.0)), 'den_copper': InputVariable(process.core.constants, float, range=(8000.0, 10000.0)), 'declblkt': InputVariable('fwbs', float, range=(0.01, 0.2)), 'declfw': InputVariable('fwbs', float, range=(0.01, 0.2)), 'declshld': InputVariable('fwbs', float, range=(0.01, 0.2)), 'decomf': InputVariable('costs', float, range=(0.0, 1.0)), 'den_steel': InputVariable('fwbs', float, range=(5000.0, 10000.0)), 'dia_tf_turn_coolant_channel': InputVariable('tfcoil', float, range=(0.0, 0.1)), 'dia_tf_turn_superconducting_cable': InputVariable('superconducting_tfcoil', float, range=(0.0001, 0.01)), 'dintrt': InputVariable('costs', float, range=(0.0, 0.1)), 'discount_rate': InputVariable('costs', float, range=(0.0, 0.5)), 'div_nref': InputVariable('costs', float, range=(1000.0, 100000000.0)), 'f_vol_div_coolant': InputVariable('divertor', float, range=(0.0, 1.0)), 'den_div_structure': InputVariable('divertor', float, range=(0.1, 100000.0)), 'dz_divertor': InputVariable('divertor', float, range=(0.1, 5.0)), 'dx_div_plate': InputVariable('divertor', float, range=(0.01, 1.0)), 'dp_blkt': InputVariable('primary_pumping', float, range=(0.0, 10000000.0)), 'dp_fw': InputVariable('primary_pumping', float, range=(0.0, 10000000.0)), 'dp_fw_blkt': InputVariable('primary_pumping', float, range=(0.0, 10000000.0)), 'dp_he': InputVariable('primary_pumping', float, range=(0.0, 10000000.0)), 'dp_liq': InputVariable('primary_pumping', float, range=(0.0, 10000000.0)), 'f_p_fw_blkt_pump': InputVariable('primary_pumping', float, range=(0.0, 10.0)), 'dr_blkt_inboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_blkt_outboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_bore': InputVariable('build', float, range=(0.0, 50.0)), 'dr_cryostat': InputVariable('build', float, range=(0.0, 10.0)), 'dr_cs': InputVariable('build', float, range=(0.0, 10.0)), 'dr_cs_tf_gap': InputVariable('build', float, range=(0.0, 10.0)), 'dr_fw_plasma_gap_inboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_fw_plasma_gap_outboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_fw_wall': InputVariable('fwbs', float, range=(0.0005, 0.1)), 'dr_pf_cryostat': InputVariable('fwbs', float, range=(0.1, 5.0)), 'dr_shld_blkt_gap': InputVariable('build', float, range=(0.0, 5.0)), 'dr_shld_inboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_shld_outboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_shld_thermal_inboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_shld_thermal_outboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_shld_vv_gap_inboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_tf_inboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_tf_shld_gap': InputVariable('build', float, range=(0.0, 5.0)), 'dr_tf_wp_with_insulation': InputVariable('tfcoil', float, range=(0.0, 10.0)), 'dr_vv_inboard': InputVariable('build', float, range=(0.0, 10.0)), 'dr_vv_outboard': InputVariable('build', float, range=(0.0, 10.0)), 'drtop': InputVariable('tfcoil', float, range=(-1.5, 1.5)), 'drveff': InputVariable('ife', float, range=(0.01, 1.0)), 'dtlife': InputVariable('costs', float, range=(0.0, 15.0)), 'dtstor': InputVariable('pulse', float, range=(50.0, 500.0)), 'dx_fw_module': InputVariable('fwbs', float, range=(0.0005, 0.1)), 'dz_tf_cryostat': InputVariable('buildings', float, range=(0.0, 20.0)), 'dztop': InputVariable('tfcoil', float, range=(-0.5, 0.5)), 'edrive': InputVariable('ife', float, range=(100000.0, 5000000000.0)), 'eff_tf_cryo': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'ejima_coeff': InputVariable('physics', float, range=(0.1, 1.0)), 'elecdist_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'elecdist_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'elecdist_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'elecload_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'elecload_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'elecload_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'elecstore_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'elecstore_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'elecstore_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'f_p_blkt_multiplication': InputVariable('fwbs', float, range=(1.0, 2.0)), 'esbldgm3': InputVariable('buildings', float, range=(1000.0, 1000000.0)), 'eta_ecrh_injector_wall_plug': InputVariable('current_drive', float, range=(0.0, 1.0)), 'eta_icrh_injector_wall_plug': InputVariable('current_drive', float, range=(0.0, 1.0)), 'eta_ebw_injector_wall_plug': InputVariable('current_drive', float, range=(0.0, 1.0)), 'eta_coolant_pump_electric': InputVariable('fwbs', float, range=(0.1, 1.0)), 'etaiso': InputVariable('fwbs', float, range=(0.1, 1.0)), 'eta_lowhyb_injector_wall_plug': InputVariable('current_drive', float, range=(0.0, 1.0)), 'etali': InputVariable('ife', float, range=(0.0, 1.0)), 'eta_beam_injector_wall_plug': InputVariable('current_drive', float, range=(0.0, 1.0)), 'etapsu': InputVariable('pf_coil', float, range=(0.0, 1.0)), 'etapump': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'etatf': InputVariable('heat_transport', float, range=(0.0, 1.0)), 'eta_turbine': InputVariable('heat_transport', float, range=(0.0, 1.0)), 'eyoung_al': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'eyoung_cond_axial': InputVariable('tfcoil', float, range=(0.0, 10000000000000.0)), 'eyoung_cond_trans': InputVariable('tfcoil', float, range=(0.0, 10000000000000.0)), 'eyoung_ins': InputVariable('tfcoil', float, range=(100000000.0, 10000000000000.0)), 'eyoung_res_tf_buck': InputVariable('tfcoil', float, range=(1e-10, 1000000000000.0)), 'eyoung_steel': InputVariable('tfcoil', float, range=(100000000.0, 10000000000000.0)), 'f_a_tf_cool_outboard': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'f_alpha_energy_confinement_min': InputVariable('constraints', float, range=(1.0, 100.0)), 'f_asym': InputVariable('stellarator', float, range=(0.9, 2.0)), 'f_fw_peak': InputVariable('fwbs', float, range=(1.0, 100.0)), 'f_fw_rad_max': InputVariable('constraints', float, range=(0.1, 10)), 'f_nd_alpha_electron': InputVariable('physics', float, range=(1e-12, 1.0)), 'f_nd_beam_electron': InputVariable('physics', float, range=(0.0, 1.0)), 'f_nd_protium_electrons': InputVariable('physics', float, range=(0.0, 1.0)), 'f_neut_shield': InputVariable('fwbs', float, range=(0.0, 1.0)), 'f_nuc_pow_bz_struct': InputVariable('fwbs', float, range=(0.0, 1.0)), 'f_r_cp': InputVariable('build', float, range=(1.0, 100.0)), 'f_rad': InputVariable('stellarator', float, range=(0.0, 1.0)), 'f_sync_reflect': InputVariable('physics', float, range=(0.0, 1.0)), 'f_plasma_fuel_tritium': InputVariable('physics', float, range=(0.0, 1.0)), 'f_beam_tritium': InputVariable('current_drive', float, range=(0.0, 1.0)), 'f_vforce_inboard': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'f_w': InputVariable('stellarator', float, range=(0.1, 1.0)), 'f_st_coil_aspect': InputVariable('stellarator', float, range=(0.1, 10.0)), 'f_z_cryostat': InputVariable('build', float, range=(2.0, 10.0)), 'fauxbop': InputVariable('ife', float, range=(0.0, 1.0)), 'fblbe': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fblbreed': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fblhebmi': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fblhebmo': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fblhebpi': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fblhebpo': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fblli': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fblli2o': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fbllipb': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fblss': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fblvd': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fbreed': InputVariable('ife', float, range=(0.0, 0.999)), 'fburn': InputVariable('ife', float, range=(0.01, 1.0)), 'fc_building_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'fc_building_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'fcap0': InputVariable('costs', float, range=(1.0, 1.5)), 'fcap0cp': InputVariable('costs', float, range=(1.0, 1.5)), 'fcdfuel': InputVariable('costs', float, range=(0.0, 1.0)), 'f_j_cs_start_pulse_end_flat_top': InputVariable('pf_coil', float, range=(0.0, 1.0)), 'fcontng': InputVariable('costs', float, range=(0.0, 1.0)), 'fcoolcp': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'fcr0': InputVariable('costs', float, range=(0.0, 1.0)), 'fcspc': InputVariable('build', float, range=(0.0, 1.0)), 'fcuohsu': InputVariable('pf_coil', float, range=(0.0, 1.0)), 'fcupfsu': InputVariable('pf_coil', float, range=(0.0, 1.0)), 'f_a_tf_turn_cable_copper': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'fdene': InputVariable('constraints', float, range=(0.001, 10.0)), 'fiooic': InputVariable('constraints', float, range=(0.001, 1.0)), 'fjohc': InputVariable('constraints', float, range=(0.001, 1.0)), 'fjohc0': InputVariable('constraints', float, range=(0.001, 1.0)), 'fdiva': InputVariable('divertor', float, range=(0.1, 2.0)), 'fdivwet': InputVariable('stellarator', float, range=(0.01, 1.0)), 'feffcd': InputVariable('current_drive', float, range=(0.0, 20.0)), 'f_a_fw_outboard_hcd': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fhole': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fhts': InputVariable('tfcoil', float, range=(0.01, 1.0)), 'fkind': InputVariable('costs', float, range=(0.5, 1.0)), 'f_h_mode_margin': InputVariable('constraints', float, range=(0.001, 1000000.0)), 'f_l_mode_margin': InputVariable('constraints', float, range=(0.001, 1000000.0)), 'flirad': InputVariable('ife', float, range=(0.0, 10.0)), 'flpitch': InputVariable('stellarator', float, range=(0.0001, 0.01)), 'f_div_flux_expansion': InputVariable('divertor', float, range=(0.0, 10.0)), 'fmgdmw': InputVariable('heat_transport', float, range=(0.0, 100.0)), 'fndt': InputVariable('buildings', float, range=(0.0, 10.0)), 'f_p_beam_orbit_loss': InputVariable('current_drive', float, range=(0.0, 0.999)), 'f_p_blkt_coolant_pump_total_heat': InputVariable('heat_transport', float, range=(0.0, 0.2)), 'f_p_div_coolant_pump_total_heat': InputVariable('heat_transport', float, range=(0.0, 0.2)), 'f_p_fw_coolant_pump_total_heat': InputVariable('heat_transport', float, range=(0.0, 0.2)), 'f_p_shld_coolant_pump_total_heat': InputVariable('heat_transport', float, range=(0.0, 0.2)), 'fracture_toughness': InputVariable('cs_fatigue', float, range=(0.1, 100000000.0)), 'fradpwr': InputVariable('constraints', float, range=(0.0, 1.0)), 'f_radius_beam_tangency_rmajor': InputVariable('current_drive', float, range=(0.5, 2.0)), 'frhocp': InputVariable('tfcoil', float, range=(0.01, 5.0)), 'frholeg': InputVariable('tfcoil', float, range=(0.01, 5.0)), 'fseppc': InputVariable('build', float, range=(1000000.0, 1000000000.0)), 'fvoldw': InputVariable('fwbs', float, range=(0.0, 10.0)), 'fvolsi': InputVariable('fwbs', float, range=(0.0, 10.0)), 'fvolso': InputVariable('fwbs', float, range=(0.0, 10.0)), 'f_c_plasma_non_inductive': InputVariable('physics', float, range=(0.0, 1.0)), 'fw_armour_thickness': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fw_th_conductivity': InputVariable('fwbs', float, range=(1.0, 100.0)), 'fwbs_nref': InputVariable('costs', float, range=(1000.0, 100000000.0)), 'fwbs_nu': InputVariable('costs', float, range=(1000.0, 100000000.0)), 'fwbs_prob_fail': InputVariable('costs', float, range=(0.0, 1.0)), 'fwbs_umain_time': InputVariable('costs', float, range=(0.1, 2.0)), 'fwclfr': InputVariable('fwbs', float, range=(0.0, 1.0)), 'fwdr': InputVariable('ife', float, range=(0.0, 10.0)), 'fwdzl': InputVariable('ife', float, range=(0.0, 10.0)), 'fwdzu': InputVariable('ife', float, range=(0.0, 10.0)), 'fzactual': InputVariable('reinke', float, range=(0.0, 1.0)), 'eta_cd_norm_ecrh': InputVariable('current_drive', float, range=(0.0, 1.0)), 'gamma_he': InputVariable('primary_pumping', float, range=(1.0, 2.0)), 'eta_cd_norm_hcd_primary_max': InputVariable('constraints', float, range=(0.01, 10.0)), 'gapomin': InputVariable('build', float, range=(0.0, 10.0)), 'gas_buildings_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'gas_buildings_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'gas_buildings_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'ground_clrnc': InputVariable('buildings', float, range=(0.0, 10.0)), 'n_ecrh_harmonic': InputVariable('current_drive', float, range=(1.0, 10.0)), 'dx_tf_hts_tape_hastelloy': InputVariable('superconducting_tfcoil', float, range=(1e-08, 0.001)), 'hccl': InputVariable('buildings', float, range=(0.0, 10.0)), 'hcd_building_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'hcd_building_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'hcd_building_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'hcwt': InputVariable('buildings', float, range=(0.0, 10.0)), 'heat_sink_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'heat_sink_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'heat_sink_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'hfact': InputVariable('physics', float, range=(0.01, 10.0)), 'pflux_div_heat_load_mw': InputVariable('divertor', float, range=(0.0, 10.0)), 'pflux_div_heat_load_max_mw': InputVariable('divertor', float, range=(0.1, 20.0)), 'hot_sepdist': InputVariable('buildings', float, range=(0.0, 10.0)), 'hotcell_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'p_blkt_coolant_pump_mw': InputVariable('heat_transport', float, range=(0.0, 1000.0)), 'p_div_coolant_pump_mw': InputVariable('heat_transport', float, range=(0.0, 1000.0)), 'p_fw_coolant_pump_mw': InputVariable('heat_transport', float, range=(0.0, 1000.0)), 'htpmw_ife': InputVariable('ife', float, range=(0.0, 1000.0)), 'p_shld_coolant_pump_mw': InputVariable('heat_transport', float, range=(0.0, 1000.0)), 'hw_storage_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'hw_storage_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'hw_storage_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'ilw_smelter_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'ilw_smelter_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'ilw_smelter_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'ilw_storage_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'ilw_storage_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'ilw_storage_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'ind_plasma_internal_norm': InputVariable('physics', float, range=(0.0, 10.0)), 'pres_vv_chamber_dwell_start': InputVariable('vacuum', float, range=(1e-06, 10000.0)), 'temp_blkt_coolant_in': InputVariable('fwbs', float, range=(200.0, 600.0)), 'inlet_temp_liq': InputVariable('fwbs', float, range=(508.0, 1500.0)), 'iotabar': InputVariable('stellarator', float, range=(0.1, 10.0)), 'j_tf_bus': InputVariable('tfcoil', float, range=(10000.0, 100000000.0)), 'kappa': InputVariable('physics', float, range=(0.99, 5.0)), 'kappa95': InputVariable('physics', float, range=(0.99, 5.0)), 'layer_ins': InputVariable('tfcoil', float, range=(0.0, 0.1)), 'f_dr_dz_cs_turn': InputVariable('pf_coil', float, range=(0.0, 5.0)), 'len_fw_channel': InputVariable('fwbs', float, range=(0.001, 1000.0)), 'len_tf_bus': InputVariable('tfcoil', float, range=(0.01, 1000.0)), 'lhat': InputVariable('reinke', float, range=(1.0, 15.0)), 'f_blkt_li6_enrichment': InputVariable('fwbs', float, range=(7.4, 100.0)), 'life_dpa': InputVariable('costs', float, range=(10.0, 100.0)), 'llw_storage_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'llw_storage_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'llw_storage_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'm_s_limit': InputVariable('physics', float, range=(0.0, 1.0)), 'magnet_pulse_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'magnet_pulse_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'magnet_pulse_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'magnet_trains_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'magnet_trains_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'magnet_trains_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'maint_cont_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'maint_cont_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'maint_cont_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'maintenance_fwbs': InputVariable('costs', float, range=(0.0, 1.0)), 'maintenance_gen': InputVariable('costs', float, range=(0.0, 1.0)), 'max_gyrotron_frequency': InputVariable('stellarator', float, range=(1000000000.0, 100000000000000.0)), 'max_vv_stress': InputVariable('tfcoil', float, range=(100000.0, 500000000.0)), 'maxpoloidalpower': InputVariable('pf_power', float, range=(0.0, 2000.0)), 'pflux_fw_rad_max': InputVariable('constraints', float, range=(0.1, 10.0)), 'mbvfac': InputVariable('buildings', float, range=(0.9, 3.0)), 'mcdriv': InputVariable('ife', float, range=(0.1, 10.0)), 'mvalim': InputVariable('constraints', float, range=(0.0, 1000.0)), 'n_cycle_min': InputVariable('cs_fatigue', float, range=(0.0, 100000000.0)), 'n_tf_coils': InputVariable('tfcoil', float, range=(0.0, 100.0)), 'n_tf_coil_turns': InputVariable('tfcoil', float, range=(0.0, 100.0)), 'nbi_sys_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'nbi_sys_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'dx_beam_shield': InputVariable('current_drive', float, range=(0.01, 0.5)), 'f_p_beam_shine_through_max': InputVariable('constraints', float, range=(1e-20, 0.1)), 'nd_plasma_pedestal_electron': InputVariable('physics', float, range=(0.0, 1e+21)), 'nd_plasma_separatrix_electron': InputVariable('physics', float, range=(0.0, 1e+21)), 'i_nd_plasma_pedestal_separatrix': InputVariable(data_structure.physics_variables, int, choices=[0, 1]), 'nflutfmax': InputVariable('constraints', float, range=(0.0, 1e+24)), 'j_tf_coil_full_area': InputVariable('tfcoil', float, range=(10000.0, 1000000000.0)), 'f_a_cs_turn_steel': InputVariable('pf_coil', float, range=(0.001, 0.999)), 'f_z_cs_tf_internal': InputVariable('pf_coil', float, range=(0.0, 2.0)), 'outgasfactor': InputVariable('vacuum', float, range=(1e-06, 1000.0)), 'outgasindex': InputVariable('vacuum', float, range=(1e-06, 1000.0)), 'temp_blkt_coolant_out': InputVariable('fwbs', float, range=(450.0, 900.0)), 'outlet_temp_liq': InputVariable('fwbs', float, range=(508.0, 1500.0)), 'p_he': InputVariable('primary_pumping', float, range=(0.0, 100000000.0)), 'paris_coefficient': InputVariable('cs_fatigue', float, range=(1e-20, 10.0)), 'paris_power_law': InputVariable('cs_fatigue', float, range=(1.0, 10.0)), 'pres_vv_chamber_base': InputVariable('vacuum', float, range=(1e-08, 0.001)), 'p_plasma_separatrix_min_mw': InputVariable('constraints', float, range=(0.1, 1000.0)), 'pdrive': InputVariable('ife', float, range=(1000000.0, 200000000.0)), 'pfbldgm3': InputVariable('buildings', float, range=(10000.0, 1000000.0)), 'rho_pf_coil': InputVariable('pf_coil', float, range=(0.0, 0.0001)), 'pfusife': InputVariable('ife', float, range=(0.0, 10000.0)), 'p_hcd_primary_extra_heat_mw': InputVariable('current_drive', float, range=(0.0, 1000.0)), 'p_hcd_secondary_extra_heat_mw': InputVariable('current_drive', float, range=(0.0, 1000.0)), 'pibv': InputVariable('buildings', float, range=(1000.0, 100000.0)), 'pifecr': InputVariable('ife', float, range=(0.0, 100.0)), 'p_hcd_injected_max': InputVariable('current_drive', float, range=(0.0, 1000.0)), 'p_hcd_secondary_injected_mw': InputVariable('current_drive', float, range=(0.0, 1000.0)), 'plasma_res_factor': InputVariable('physics', float, range=(0.0, 1.0)), 'plasma_square': InputVariable('physics', float, range=(-5.0, 5.0)), 'plleni': InputVariable('build', float, range=(0.1, 10.0)), 'plleno': InputVariable('build', float, range=(0.1, 10.0)), 'plsepi': InputVariable('build', float, range=(0.1, 10.0)), 'plsepo': InputVariable('build', float, range=(0.1, 10.0)), 'p_plant_electric_net_required_mw': InputVariable('constraints', float, range=(1.0, 10000.0)), 'pnuc_fw_ratio_dcll': InputVariable('fwbs', float, range=(0.0, 1.0)), 'poisson_al': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'poisson_copper': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'poisson_steel': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'p_fusion_total_max_mw': InputVariable('constraints', float, range=(1.0, 10000.0)), 'pres_div_chamber_burn': InputVariable('vacuum', float, range=(0.0, 10.0)), 'pres_fw_coolant': InputVariable('fwbs', float, range=(100000.0, 100000000.0)), 'prn1': InputVariable('divertor', float, range=(0.0, 1.0)), 'psepbqarmax': InputVariable('constraints', float, range=(1.0, 50.0)), 'pseprmax': InputVariable('constraints', float, range=(1.0, 60.0)), 'ptargf': InputVariable('ife', float, range=(0.1, 100.0)), 'temp_cp_max': InputVariable('tfcoil', float, range=(4.0, 573.15)), 'ptfnucmax': InputVariable('constraints', float, range=(1e-06, 1.0)), 'pulsetimings': InputVariable('times', int, choices=[0, 1]), 'f_a_vac_pump_port_plasma_surface': InputVariable('vacuum', float, range=(1e-06, 1.0)), 'f_volflow_vac_pumps_impedance': InputVariable('vacuum', float, range=(1e-06, 1.0)), 'volflow_vac_pumps_max': InputVariable('vacuum', float, range=(1e-06, 1000.0)), 'molflow_vac_pumps': InputVariable('vacuum', float, range=(0.0, 1e+30)), 'pflux_plant_floor_electric': InputVariable('heat_transport', float, range=(0.0, 1000.0)), 'q0': InputVariable('physics', float, range=(0.01, 20.0)), 'q95': InputVariable('physics', float, range=(1.0, 50.0)), 'q95_fixed': InputVariable('constraints', float, range=(1.0, 50.0)), 'qnty_sfty_fac': InputVariable('buildings', float, range=(0.0, 10.0)), 'qnuc': InputVariable('fwbs', float, range=(0.0, 1000000.0)), 'r_cp_top': InputVariable('build', float, range=(0.001, 10.0)), 'rad_fraction_sol': InputVariable('physics', float, range=(0.0, 1.0)), 'radius_fw_channel': InputVariable('fwbs', float, range=(0.001, 0.5)), 'outgrat_fw': InputVariable('vacuum', float, range=(1e-10, 1e-06)), 'rbrt': InputVariable('buildings', float, range=(0.0, 10.0)), 'rbvfac': InputVariable('buildings', float, range=(0.9, 3.0)), 'rbwt': InputVariable('buildings', float, range=(0.0, 10.0)), 'radius_cp_coolant_channel': InputVariable('tfcoil', float, range=(1e-06, 1.0)), 'reactor_clrnc': InputVariable('buildings', float, range=(0.0, 10.0)), 'reactor_fndtn_thk': InputVariable('buildings', float, range=(0.25, 25.0)), 'reactor_hall_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'reactor_hall_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'reactor_hall_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'reactor_roof_thk': InputVariable('buildings', float, range=(0.25, 25.0)), 'reactor_wall_thk': InputVariable('buildings', float, range=(0.25, 25.0)), 'dx_tf_hts_tape_rebco': InputVariable('superconducting_tfcoil', float, range=(1e-08, 0.0001), additional_actions=(lambda _n, rt, _i, _c: rt <= 1e-06 or warn('the relationship between REBCO layer thickness and current density is not linear.REBCO layer thicknesses > 1um should be considered an aggressive extrapolation ofcurrent HTS technology and any results must be considered speculative.', stacklevel=1))), 'redun_vacp': InputVariable('costs', float, range=(0.0, 100.0)), 'residual_sig_hoop': InputVariable('cs_fatigue', float, range=(0.0, 1000000000.0)), 'rho_tf_bus': InputVariable('tfcoil', float, range=(0.0, 1e-05)), 'rho_tf_joints': InputVariable('tfcoil', float, range=(0.0, 0.01)), 'radius_plasma_pedestal_density_norm': InputVariable('physics', float, range=(0.01, 1.0)), 'radius_plasma_pedestal_temp_norm': InputVariable('physics', float, range=(0.01, 1.0)), 'rhopfbus': InputVariable('pf_coil', float, range=(0.0, 1e-05)), 'rinboard': InputVariable('build', float, range=(0.1, 10.0)), 'ripple_b_tf_plasma_edge_max': InputVariable('tfcoil', float, range=(0.1, 100.0)), 'rmajor': InputVariable('physics', float, range=(0.1, 50.0)), 'robotics_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'robotics_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'robotics_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'roughness_fw_channel': InputVariable('fwbs', float, range=(0.0, 0.01)), 'dr_pf_tf_outboard_out_offset': InputVariable('pf_coil', float, range=(-3.0, 3.0)), 'row': InputVariable('buildings', float, range=(0.0, 10.0)), 'dr_pf_cs_middle_offset': InputVariable('pf_coil', float, range=(0.0, 3.0)), 'rpf2': InputVariable('pf_coil', float, range=(-3.0, 3.0)), 'rrin': InputVariable('ife', float, range=(0.1, 50.0)), 'rrmax': InputVariable('ife', float, range=(1.0, 50.0)), 'rrr_tf_cu': InputVariable('tfcoil', float, range=(1.0, 1000.0)), 'rxcl': InputVariable('buildings', float, range=(0.0, 10.0)), 'sec_buildings_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'sec_buildings_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'sec_buildings_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'sf_fast_fracture': InputVariable('cs_fatigue', float, range=(1.0, 10.0)), 'sf_radial_crack': InputVariable('cs_fatigue', float, range=(1.0, 10.0)), 'sf_vertical_crack': InputVariable('cs_fatigue', float, range=(1.0, 10.0)), 'shdr': InputVariable('ife', float, range=(0.0, 10.0)), 'shdzl': InputVariable('ife', float, range=(0.0, 10.0)), 'shdzu': InputVariable('ife', float, range=(0.0, 10.0)), 'shear': InputVariable('stellarator', float, range=(0.1, 10.0)), 'dz_shld_lower': InputVariable('build', float, range=(0.0, 10.0)), 'dz_shld_upper': InputVariable('build', float, range=(0.0, 10.0)), 'shmf': InputVariable('buildings', float, range=(0.0, 1.0)), 'shov': InputVariable('buildings', float, range=(1000.0, 1000000.0)), 'sig_tf_case_max': InputVariable('tfcoil', float, range=(1000000.0, 100000000000.0)), 'sig_tf_wp_max': InputVariable('tfcoil', float, range=(1000000.0, 100000000000.0)), 'sigallpc': InputVariable('build', float, range=(0.0, 1000000000.0)), 'sigpfcalw': InputVariable('pf_coil', float, range=(1.0, 1000.0)), 'sigpfcf': InputVariable('pf_coil', float, range=(0.1, 1.0)), 'sombdr': InputVariable('ife', float, range=(0.0, 10.0)), 'somtdr': InputVariable('ife', float, range=(0.0, 10.0)), 'staff_buildings_area': InputVariable('buildings', float, range=(10000.0, 1000000.0)), 'staff_buildings_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'startupratio': InputVariable('costs', float, range=(0.0, 10.0)), 'stcl': InputVariable('buildings', float, range=(0.0, 10.0)), 'str_cs_con_res': InputVariable('tfcoil', float, range=(-0.02, 0.02)), 'str_pf_con_res': InputVariable('tfcoil', float, range=(-0.02, 0.02)), 'str_tf_con_res': InputVariable('tfcoil', float, range=(-0.02, 0.02)), 'str_wp_max': InputVariable('tfcoil', float, range=(0.0, 0.3)), 't_plant_pulse_dwell': InputVariable('times', float, range=(0.0, 100000000.0)), 't_plant_pulse_burn': InputVariable('times', float, range=(0.0, 100000000.0)), 't_burn_min': InputVariable('constraints', float, range=(0.001, 1000000.0)), 'dx_tf_turn_cable_space_general': InputVariable('tfcoil', float, range=(0.0, 0.1)), 't_crack_radial': InputVariable('cs_fatigue', float, range=(1e-05, 1.0)), 't_crack_vertical': InputVariable('cs_fatigue', float, range=(1e-05, 1.0)), 't_crit_nbti': InputVariable('tfcoil', float, range=(0.0, 15.0)), 't_plant_pulse_plasma_current_ramp_up': InputVariable('times', float, range=(0.0, 10000.0)), 't_plant_pulse_fusion_ramp': InputVariable('times', float, range=(0.0, 10000.0)), 't_in_bb': InputVariable('primary_pumping', float, range=(200.0, 1000.0)), 't_tf_quench_detection': InputVariable('tfcoil', float, range=(0.0, 100.0)), 't_out_bb': InputVariable('primary_pumping', float, range=(200.0, 1000.0)), 't_plant_pulse_coil_precharge': InputVariable('times', float, range=(0.0, 10000.0)), 't_plant_pulse_plasma_current_ramp_down': InputVariable('times', float, range=(0.0, 10000.0)), 'dr_cs_turn_conduit': InputVariable('cs_fatigue', float, range=(0.001, 1.0)), 'dz_cs_turn_conduit': InputVariable('cs_fatigue', float, range=(0.001, 1.0)), 'dx_tf_turn_general': InputVariable('tfcoil', float, range=(0.0, 0.1)), 't_turn_tf_max': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'dx_tf_hts_tape_total': InputVariable('superconducting_tfcoil', float, range=(0.0, 0.1)), 'dr_tf_hts_tape': InputVariable('superconducting_tfcoil', float, range=(0.0, 0.1)), 'tauee_in': InputVariable('physics', float, range=(0.0, 100.0)), 't_plasma_energy_confinement_max': InputVariable('physics', float, range=(0.1, 100.0)), 'tauratio': InputVariable('physics', float, range=(0.1, 100.0)), 'n_beam_decay_lengths_core_required': InputVariable('current_drive', float, range=(0.0, 10.0)), 'tbeta': InputVariable('physics', float, range=(0.0, 4.0)), 't_blkt_replace_yrs': InputVariable('costs', float, range=(0.01, 2.0)), 'tbrmin': InputVariable('constraints', float, range=(0.001, 2.0)), 'tcomrepl': InputVariable('costs', float, range=(0.01, 2.0)), 'temp_cp_coolant_inlet': InputVariable('tfcoil', float, range=(4.0, 373.15)), 'tcritsc': InputVariable('tfcoil', float, range=(1.0, 300.0)), 't_cycle_min': InputVariable('constraints', float, range=(0.001, 2000000.0)), 'tdiv': InputVariable('divertor', float, range=(0.1, 100.0)), 't_div_replace_yrs': InputVariable('costs', float, range=(0.01, 2.0)), 't_tf_superconductor_quench': InputVariable('tfcoil', float, range=(0.1, 100.0)), 'temp_plasma_electron_vol_avg_kev': InputVariable('physics', float, range=(1.0, 200.0)), 'te0_ecrh_achievable': InputVariable('stellarator', float, range=(1.0, 1000.0)), 'temp_cp_average': InputVariable('tfcoil', float, range=(4.0, 573.15)), 'temp_fw_coolant_in': InputVariable('fwbs', float, range=(300.0, 1500.0)), 'temp_fw_coolant_out': InputVariable('fwbs', float, range=(300.0, 1500.0)), 'temp_fw_max': InputVariable('fwbs', float, range=(500.0, 2000.0)), 'temp_plasma_pedestal_kev': InputVariable('physics', float, range=(0.0, 20.0)), 'temp_plasma_separatrix_kev': InputVariable('physics', float, range=(0.0, 20.0)), 'tfcbv': InputVariable('buildings', float, range=(10000.0, 1000000.0)), 'dx_tf_wp_insertion_gap': InputVariable('tfcoil', float, range=(1e-10, 0.1)), 'f_dr_tf_outboard_inboard': InputVariable('build', float, range=(0.2, 5.0)), 'tftmp': InputVariable('tfcoil', float, range=(0.01, 293.0)), 'tgain': InputVariable('ife', float, range=(1.0, 500.0)), 'th_joint_contact': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'theta1_coil': InputVariable('tfcoil', float, range=(0.1, 60.0)), 'theta1_vv': InputVariable('tfcoil', float, range=(0.1, 60.0)), 'dx_tf_turn_insulation': InputVariable('tfcoil', float, range=(0.0, 0.1)), 'dr_tf_nose_case': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'dz_shld_thermal': InputVariable('build', float, range=(0.0, 10.0)), 'dx_tf_turn_steel': InputVariable('tfcoil', float, range=(0.0, 0.1)), 'temp_plasma_ion_vol_avg_kev': InputVariable('physics', float, range=(5.0, 50.0)), 'dx_tf_wp_insulation': InputVariable('tfcoil', float, range=(0.0, 0.1)), 'life_plant': InputVariable('costs', float, range=(1.0, 100.0)), 'tmain': InputVariable('costs', float, range=(0.0, 100.0)), 'tmargmin': InputVariable('tfcoil', float, range=(0.0, 20.0)), 'temp_cs_superconductor_margin_min': InputVariable('tfcoil', float, range=(0.0, 20.0)), 'temp_tf_superconductor_margin_min': InputVariable('tfcoil', float, range=(0.0, 20.0)), 'temp_croco_quench_max': InputVariable('tfcoil', float, range=(4.0, 1000.0)), 'temp_tf_conductor_quench_max': InputVariable('tfcoil', float, range=(0.0, 1000.0)), 'temp_tf_cryo': InputVariable('tfcoil', float, range=(0.01, 293.0)), 'temp_vv_chamber_gas_burn_end': InputVariable('vacuum', float, range=(1.0, 1000.0)), 'i_t_current_ramp_up': InputVariable('times', int, choices=[0, 1]), 'transp_clrnc': InputVariable('buildings', float, range=(0.0, 10.0)), 'f_temp_plasma_ion_electron': InputVariable('physics', float, range=(0.0, 2.0)), 'trcl': InputVariable('buildings', float, range=(0.0, 10.0)), 'triang': InputVariable('physics', float, range=(-1.0, 1.0)), 'triang95': InputVariable('physics', float, range=(0.0, 1.0)), 'p_tritium_plant_electric_mw': InputVariable('heat_transport', float, range=(0.0, 100.0)), 'triv': InputVariable('buildings', float, range=(10000.0, 1000000.0)), 'turbine_hall_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'turbine_hall_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'turbine_hall_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'tw_storage_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'tw_storage_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'tw_storage_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'u_unplanned_cp': InputVariable('costs', float, range=(0.0, 1.0)), 'ucblbe': InputVariable('costs', float, range=(1.0, 1000.0)), 'ucblbreed': InputVariable('costs', float, range=(1.0, 1000.0)), 'ucblli': InputVariable('costs', float, range=(10.0, 10000.0)), 'ucblli2o': InputVariable('costs', float, range=(100.0, 10000.0)), 'ucbllipb': InputVariable('costs', float, range=(100.0, 10000.0)), 'ucblss': InputVariable('costs', float, range=(10.0, 1000.0)), 'ucblvd': InputVariable('costs', float, range=(100.0, 1000.0)), 'ucbus': InputVariable('costs', float, range=(0.01, 10.0)), 'uccarb': InputVariable('ife', float, range=(10.0, 1000.0)), 'uccase': InputVariable('costs', float, range=(1.0, 1000.0)), 'ucconc': InputVariable('ife', float, range=(0.1, 1000.0)), 'uccpcl1': InputVariable('costs', float, range=(1.0, 1000.0)), 'uccpclb': InputVariable('costs', float, range=(1.0, 1000.0)), 'uccry': InputVariable('costs', float, range=(10000.0, 1000000.0)), 'uccryo': InputVariable('costs', float, range=(1.0, 1000.0)), 'uccu': InputVariable('costs', float, range=(10.0, 100.0)), 'ucdiv': InputVariable('costs', float, range=(1000.0, 10000000.0)), 'ucech': InputVariable('costs', float, range=(1.0, 10.0)), 'ucf1': InputVariable('costs', float, range=(1000000.0, 50000000.0)), 'ucflib': InputVariable('ife', float, range=(10.0, 1000.0)), 'ucfnc': InputVariable('costs', float, range=(10.0, 100.0)), 'ucfuel': InputVariable('costs', float, range=(1.0, 10.0)), 'uche3': InputVariable('costs', float, range=(100000.0, 10000000.0)), 'uchrs': InputVariable('costs', float, range=(10000000.0, 500000000.0)), 'uciac': InputVariable('costs', float, range=(10000000.0, 1000000000.0)), 'ucich': InputVariable('costs', float, range=(1.0, 10.0)), 'uclh': InputVariable('costs', float, range=(1.0, 10.0)), 'ucme': InputVariable('costs', float, range=(10000000.0, 1000000000.0)), 'ucmisc': InputVariable('costs', float, range=(10000000.0, 50000000.0)), 'ucnbi': InputVariable('costs', float, range=(1.0, 10.0)), 'ucpens': InputVariable('costs', float, range=(1.0, 100.0)), 'ucpfb': InputVariable('costs', float, range=(1.0, 1000.0)), 'ucpfbk': InputVariable('costs', float, range=(1000.0, 100000.0)), 'ucpfbs': InputVariable('costs', float, range=(1000.0, 10000.0)), 'ucpfcb': InputVariable('costs', float, range=(1000.0, 100000.0)), 'ucpfdr1': InputVariable('costs', float, range=(1.0, 1000.0)), 'ucpfic': InputVariable('costs', float, range=(1000.0, 100000.0)), 'ucpfps': InputVariable('costs', float, range=(1000.0, 100000.0)), 'ucrb': InputVariable('costs', float, range=(100.0, 1000.0)), 'ucshld': InputVariable('costs', float, range=(1.0, 100.0)), 'uctarg': InputVariable('ife', float, range=(0.1, 1000.0)), 'uctfbr': InputVariable('costs', float, range=(1.0, 10.0)), 'uctfbus': InputVariable('costs', float, range=(1.0, 1000.0)), 'uctfps': InputVariable('costs', float, range=(1.0, 1000.0)), 'uctfsw': InputVariable('costs', float, range=(0.1, 10.0)), 'ucwindpf': InputVariable('costs', float, range=(100.0, 1000.0)), 'ucwindtf': InputVariable('costs', float, range=(100.0, 1000.0)), 'uubop': InputVariable('costs', float, range=(0.005, 0.1)), 'uucd': InputVariable('costs', float, range=(0.005, 0.1)), 'uudiv': InputVariable('costs', float, range=(0.005, 0.1)), 'uufuel': InputVariable('costs', float, range=(0.005, 0.1)), 'uufw': InputVariable('costs', float, range=(0.005, 0.1)), 'uumag': InputVariable('costs', float, range=(0.005, 0.1)), 'uuves': InputVariable('costs', float, range=(0.005, 0.1)), 'v1dr': InputVariable('ife', float, range=(0.0, 10.0)), 'v1dzl': InputVariable('ife', float, range=(0.0, 10.0)), 'v1dzu': InputVariable('ife', float, range=(0.0, 10.0)), 'v2dr': InputVariable('ife', float, range=(0.0, 10.0)), 'v2dzl': InputVariable('ife', float, range=(0.0, 10.0)), 'v2dzu': InputVariable('ife', float, range=(0.0, 10.0)), 'v3dr': InputVariable('ife', float, range=(0.0, 50.0)), 'v3dzl': InputVariable('ife', float, range=(0.0, 30.0)), 'v3dzu': InputVariable('ife', float, range=(0.0, 30.0)), 'vachtmw': InputVariable('heat_transport', float, range=(0.0, 100.0)), 'vel_cp_coolant_midplane': InputVariable('tfcoil', float, range=(0.001, 100.0)), 'v_tf_coil_dump_quench_max_kv': InputVariable('tfcoil', float, range=(0.0, 100.0)), 'f_a_blkt_cooling_channels': InputVariable('fwbs', float, range=(0.0, 1.0)), 'vfcblkt': InputVariable('fwbs', float, range=(0.0, 1.0)), 'f_a_cs_void': InputVariable('pf_coil', float, range=(0.0, 1.0)), 'vfpblkt': InputVariable('fwbs', float, range=(0.0, 1.0)), 'vfshld': InputVariable('fwbs', float, range=(0.0, 1.0)), 'f_a_tf_turn_cable_space_extra_void': InputVariable('tfcoil', float, range=(0.0, 1.0)), 'dz_shld_vv_gap': InputVariable('build', float, range=(0.0, 10.0)), 'dz_xpoint_divertor': InputVariable('build', float, range=(0.0, 10.0)), 'dz_fw_plasma_gap': InputVariable('build', float, range=(0.0, 10.0)), 'pflux_fw_neutron_max_mw': InputVariable('constraints', float, range=(0.001, 50.0)), 'walker_coefficient': InputVariable('cs_fatigue', float, range=(0.1, 10.0)), 'wallpf': InputVariable('fwbs', float, range=(1.0, 2.0)), 'warm_shop_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'warm_shop_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'warm_shop_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'water_buildings_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'water_buildings_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'water_buildings_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'watertemp': InputVariable('water_use', float, range=(0.0, 25.0)), 'wgt': InputVariable('buildings', float, range=(10000.0, 1000000.0)), 'wgt2': InputVariable('buildings', float, range=(10000.0, 1000000.0)), 'windspeed': InputVariable('water_use', float, range=(0.0, 10.0)), 'workshop_h': InputVariable('buildings', float, range=(1.0, 100.0)), 'workshop_l': InputVariable('buildings', float, range=(10.0, 1000.0)), 'workshop_w': InputVariable('buildings', float, range=(10.0, 1000.0)), 'wsvfac': InputVariable('buildings', float, range=(0.9, 3.0)), 'xi_ebw': InputVariable('current_drive', float, range=(0.0, 1.0)), 'xpertin': InputVariable('divertor', float, range=(0.0, 10.0)), 'zeff_max': InputVariable('constraints', float, range=(1.0, 10.0)), 'blktmodel': InputVariable('fwbs', int, choices=[0, 1]), 'blkttype': InputVariable('fwbs', int, choices=[1, 2, 3]), 'breedmat': InputVariable('fwbs', int, choices=[1, 2, 3]), 'ccl0_ma': InputVariable('pf_coil', float, array=True), 'ccls_ma': InputVariable('pf_coil', float, array=True), 'cfind': InputVariable('costs', float, array=True), 'i_blkt_coolant_type': InputVariable('fwbs', int, choices=[1, 2]), 'tf_coppera_m2_max': InputVariable('superconducting_tfcoil', float, range=(1000000.0, 10000000000.0)), 'cost_model': InputVariable('costs', int, choices=[0, 1, 2]), 'i_vac_pump_dwell': InputVariable('vacuum', int, choices=[0, 1, 2]), 'i_fw_blkt_vv_shape': InputVariable('fwbs', int, range=(1, 2)), 'hcdportsize': InputVariable('fwbs', int, range=(1, 2)), 'i_blkt_liquid_breeder_type': InputVariable('fwbs', int, choices=[0, 1]), 'i_beta_component': InputVariable('physics', int, range=(0, 3)), 'i_beta_fast_alpha': InputVariable('physics', int, choices=[0, 1]), 'i_blanket_type': InputVariable('fwbs', int, choices=[1, 5]), 'i_bldgs_size': InputVariable('buildings', int, choices=[0, 1]), 'i_bldgs_v': InputVariable('buildings', int, choices=[0, 1]), 'i_blkt_inboard': InputVariable('build', int, choices=[0, 1]), 'i_bootstrap_current': InputVariable('physics', int, range=(0, 13)), 'i_cp_joints': InputVariable('tfcoil', int, choices=[0, 1]), 'i_cp_lifetime': InputVariable('costs', int, range=(0, 3)), 'i_cs_precomp': InputVariable('build', int, choices=[0, 1]), 'i_cs_stress': InputVariable('pf_coil', int, choices=[0, 1]), 'i_density_limit': InputVariable('physics', int, range=(1, 8)), 'i_diamagnetic_current': InputVariable('physics', int, choices=[0, 1, 2]), 'i_div_heat_load': InputVariable('divertor', int, choices=[0, 1, 2]), 'i_l_h_threshold': InputVariable('physics', int, range=(1, 21)), 'i_pf_current': InputVariable('pf_coil', int, choices=[0, 1, 2]), 'i_pfirsch_schluter_current': InputVariable('physics', int, choices=[0, 1]), 'i_plasma_current': InputVariable('physics', int, range=(1, 9)), 'i_plasma_geometry': InputVariable('physics', int, range=(0, 12)), 'i_plasma_shape': InputVariable('physics', int, choices=[0, 1]), 'i_plasma_wall_gap': InputVariable('physics', int, choices=[0, 1]), 'i_pulsed_plant': InputVariable('pulse', int, choices=[0, 1]), 'i_q95_fixed': InputVariable('constraints', int, choices=[0, 1]), 'i_r_cp_top': InputVariable('build', int, choices=[0, 1, 2]), 'i_rad_loss': InputVariable('physics', int, choices=[0, 1, 2]), 'i_shield_mat': InputVariable('fwbs', int, choices=[0, 1]), 'i_single_null': InputVariable('physics', int, choices=[0, 1]), 'i_str_wp': InputVariable('tfcoil', int, choices=[0, 1]), 'i_r_pf_outside_tf_placement': InputVariable('pf_coil', int, choices=[0, 1]), 'i_tf_bucking': InputVariable('tfcoil', int, range=(0, 3)), 'i_tf_case_geom': InputVariable('tfcoil', int, choices=[0, 1]), 'i_tf_cond_eyoung_axial': InputVariable('tfcoil', int, choices=[0, 1, 2]), 'i_tf_cond_eyoung_trans': InputVariable('tfcoil', int, choices=[0, 1]), 'i_tf_sc_mat': InputVariable('tfcoil', int, range=(1, 9)), 'i_tf_shape': InputVariable('tfcoil', int, choices=[0, 1, 2]), 'i_tf_stress_model': InputVariable('tfcoil', int, choices=[0, 1, 2]), 'i_tf_sup': InputVariable('tfcoil', int, choices=[0, 1, 2]), 'i_tf_tresca': InputVariable('tfcoil', int, choices=[0, 1]), 'i_tf_turns_integer': InputVariable('tfcoil', int, choices=[0, 1]), 'i_tf_wp_geom': InputVariable('tfcoil', int, choices=[0, 1, 2]), 'i_plant_availability': InputVariable('costs', int, range=(0, 3)), 'ibkt_life': InputVariable('costs', int, choices=[0, 1, 2]), 'i_blkt_dual_coolant': InputVariable('fwbs', int, choices=[0, 1, 2]), 'i_hcd_primary': InputVariable('current_drive', int, range=(1, 13)), 'i_hcd_secondary': InputVariable('current_drive', int, range=(0, 13)), 'i_blkt_liquid_breeder_channel_type': InputVariable('fwbs', int, choices=[0, 1, 2]), 'ife': InputVariable('ife', int, choices=[0, 1]), 'ifedrv': InputVariable('ife', int, range=(-1, 3)), 'ifetyp': InputVariable('ife', int, range=(0, 4)), 'ifueltyp': InputVariable('costs', int, choices=[0, 1, 2]), 'i_plasma_ignited': InputVariable('physics', int, choices=[0, 1]), 'i_blkt_module_segmentation': InputVariable('fwbs', int, choices=[0, 1]), 'inuclear': InputVariable('fwbs', int, choices=[0, 1]), 'iohcl': InputVariable('build', int, choices=[0, 1]), 'i_plasma_pedestal': InputVariable('physics', int, choices=[0, 1]), 'i_pf_conductor': InputVariable('pf_coil', int, choices=[0, 1]), 'ipnet': InputVariable('costs', int, choices=[0, 1]), 'ipowerflow': InputVariable('heat_transport', int, choices=[0, 1]), 'i_shld_primary_heat': InputVariable('heat_transport', int, choices=[0, 1]), 'i_beta_norm_max': InputVariable('physics', int, range=(0, 5)), 'i_ind_plasma_internal_norm': InputVariable('physics', int, range=(0, 2)), 'i_alphaj': InputVariable('physics', int, range=(0, 1)), 'i_fw_blkt_shared_coolant': InputVariable('fwbs', int, choices=[0, 1, 2]), 'ireactor': InputVariable('costs', int, choices=[0, 1]), 'irefprop': InputVariable('fwbs', int, choices=[0, 1]), 'i_hcd_calculations': InputVariable('current_drive', int, choices=[0, 1]), 'i_pf_energy_storage_source': InputVariable('pf_power', int, range=(1, 3)), 'istell': InputVariable('stellarator', int, range=(0, 6)), 'isthtr': InputVariable('stellarator', int, range=(1, 3)), 'istore': InputVariable('pulse', int, range=(1, 3)), 'i_cs_superconductor': InputVariable('pf_coil', int, range=(1, 9)), 'i_pf_superconductor': InputVariable('pf_coil', int, range=(1, 9)), 'itart': InputVariable('physics', int, choices=[0, 1]), 'itartpf': InputVariable('physics', int, choices=[0, 1]), 'itcycl': InputVariable('pulse', int, range=(1, 3)), 'i_pflux_fw_neutron': InputVariable('physics', int, range=(1, 2)), 'lsa': InputVariable('costs', int, range=(1, 4)), 'm_res': InputVariable('stellarator', int, range=(1, 10)), 'n_tf_wp_layers': InputVariable('tfcoil', int, range=(1, 100)), 'i_tf_turn_type': InputVariable('superconducting_tfcoil', int, choices=[1, 2]), 'n_liq_recirc': InputVariable('fwbs', int, range=(1, 50)), 'n_tf_wp_pancakes': InputVariable('tfcoil', int, range=(1, 100)), 'n_rad_per_layer': InputVariable('tfcoil', int, range=(1, 500)), 'n_res': InputVariable('stellarator', int, range=(3, 6)), 'n_tf_graded_layers': InputVariable('tfcoil', int, range=(1, 20)), 'n_tf_joints': InputVariable('tfcoil', int, range=(1, 50)), 'n_tf_joints_contact': InputVariable('tfcoil', int, range=(1, 50)), 'n_blkt_inboard_modules_poloidal': InputVariable('fwbs', int, range=(1, 16)), 'n_blkt_outboard_modules_poloidal': InputVariable('fwbs', int, range=(1, 16)), 'n_blkt_inboard_modules_toroidal': InputVariable('fwbs', int, range=(8, 96)), 'n_blkt_outboard_modules_toroidal': InputVariable('fwbs', int, range=(8, 96)), 'npdiv': InputVariable('fwbs', int, range=(0, 4)), 'nphcdin': InputVariable('fwbs', int, range=(0, 4)), 'nphcdout': InputVariable('fwbs', int, range=(0, 4)), 'i_vacuum_pump_type': InputVariable('vacuum', int, choices=[0, 1]), 'num_rh_systems': InputVariable('costs', int, range=(1, 10)), 'output_costs': InputVariable('costs', int, choices=[0, 1]), 'i_p_coolant_pumping': InputVariable('fwbs', int, range=(0, 3)), 'reinke_mode': InputVariable('reinke', int, choices=[0, 1]), 'scan_dim': InputVariable(data_structure.scan_variables, int, range=(1, 2)), 'i_thermal_electric_conversion': InputVariable('fwbs', int, range=(0, 4)), 'secondary_cycle_liq': InputVariable('fwbs', int, range=(2, 4)), 'supercond_cost_model': InputVariable('costs', int, choices=[0, 1]), 'i_tf_inside_cs': InputVariable('build', int, choices=[0, 1]), 'i_ecrh_wave_mode': InputVariable('current_drive', int, choices=[0, 1]), 'i_confinement_time': InputVariable('physics', int, choices=(list(range(N_CONFINEMENT_SCALINGS)))), 'quench_model': InputVariable('tfcoil', str, choices=['exponential', 'linear']), 'i_fw_coolant_type': InputVariable('fwbs', str, choices=['helium', 'water']), 'i_vacuum_pumping': InputVariable('vacuum', str, choices=['old', 'simple']), 'dcond': InputVariable('tfcoil', float, array=True), 'c_pf_coil_turn_peak_input': InputVariable('pf_coil', float, array=True), 'i_pf_location': InputVariable('pf_coil', int, array=True), 'n_pf_coils_in_group': InputVariable('pf_coil', int, array=True), 'n_cs_current_filaments': InputVariable('pf_coil', int, array=True), 'n_pf_coil_groups': InputVariable('pf_coil', int, range=(0, N_PF_GROUPS_MAX)), 'rref': InputVariable('pf_coil', float, array=True), 'f_a_pf_coil_void': InputVariable('pf_coil', float, array=True), 'zref': InputVariable('pf_coil', float, array=True), 'uchts': InputVariable('costs', float, array=True), 'ucoam': InputVariable('costs', float, array=True), 'ucsc': InputVariable('costs', float, array=True), 'ucturb': InputVariable('costs', float, array=True), 'ucwst': InputVariable('costs', float, array=True), 'blmatf': InputVariable('ife', float, array=True), 'chmatf': InputVariable('ife', float, array=True), 'etave': InputVariable('ife', float, array=True), 'fwmatf': InputVariable('ife', float, array=True), 'gainve': InputVariable('ife', float, array=True), 'shmatf': InputVariable('ife', float, array=True), 'v1matf': InputVariable('ife', float, array=True), 'v2matf': InputVariable('ife', float, array=True), 'v3matf': InputVariable('ife', float, array=True), 'isweep': InputVariable(data_structure.scan_variables, int, choices=(range(data_structure.scan_variables.IPNSCNS + 1))), 'nsweep': InputVariable(data_structure.scan_variables, int, choices=(range(1, data_structure.scan_variables.IPNSCNV + 1))), 'isweep_2': InputVariable(data_structure.scan_variables, int, choices=(range(data_structure.scan_variables.IPNSCNS + 1))), 'nsweep_2': InputVariable(data_structure.scan_variables, int, choices=(range(1, data_structure.scan_variables.IPNSCNV + 1))), 'sweep': InputVariable(data_structure.scan_variables, float, array=True), 'sweep_2': InputVariable(data_structure.scan_variables, float, array=True), 'impvardiv': InputVariable('reinke', int, choices=(range(3, N_IMPURITIES + 1))), 'j_pf_coil_wp_peak': InputVariable('pf_coil', float, array=True), 'ixc': InputVariable(None, int, range=(1, data_structure.numerics.ipnvars), additional_actions=_ixc_additional_actions, set_variable=False), 'icc': InputVariable(None, int, range=(1, data_structure.numerics.ipeqns), additional_actions=_icc_additional_actions, set_variable=False), 'force_vmcon_inequality_satisfication': InputVariable(data_structure.numerics, int, choices=(0, 1)), 'force_vmcon_inequality_tolerance': InputVariable(data_structure.numerics, float, range=(0.0, 10000000000.0))} module-attribute

InputVariable dataclass

A variable to be parsed from the input file.

Source code in process/core/input.py 
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
@dataclass
class InputVariable:
    """A variable to be parsed from the input file."""

    module: Any
    """The Fortran module that this variable should be set on."""
    type: type
    """The expected type of the variable"""
    range: tuple[NumberType, NumberType] | None = None
    """The valid range of values (int and float only) inclusive of the endpoints."""
    choices: list[ValidInputTypes] | None = None
    """The valid values of this input."""
    array: bool = False
    """Is this input assigning values to an array?"""
    additional_validation: (
        Callable[[str, ValidInputTypes, int | None, InputVariable], ValidInputTypes]
        | None
    ) = None
    """A function that takes the input variable: name, value, array index, and config (this dataclass)
    as input and returns a cleaned version of the input value. May raise
    a ProcessValidationError.

    NOTE: The value passed in has already been cleaned in the default way and has
    been cast to the specified `type`.
    """
    additional_actions: (
        Callable[[str, ValidInputTypes, int | None, InputVariable], None] | None
    ) = None
    """A function that takes the input variable: name, value, array index, and config (this dataclass)
    as input and performs some additional action in addition to the default actions prescribed by the variables
    config. May raise a ProcessValidationError.

    NOTE: The value passed in has already been cleaned in the default
    way and has been cast to the specified `type`.

    NOTE: the input name is the cleaned name as in the input file NOT the `target_variable`.
    """
    target_name: str | None = None
    """Indicates the parsed variable name is different to its target on the `module`."""
    set_variable: bool = True
    """Do not attempt to set the variable on the module. Instead only do any `additional_actions`."""

    def __post_init__(self):
        if self.type not in DataTypes:
            error_msg = (
                f"Cannot parse variable of type {self.type}, must be one of {DataTypes}"
            )
            raise ProcessValueError(error_msg)

        if self.type not in {int, float} and self.range is not None:
            error_msg = "Can only apply a range to integer or float variables"
            raise ProcessValueError(error_msg)

        if not self.set_variable and self.additional_actions is None:
            warn(
                "Not setting variable or performing an additional action. Why are you parsing this variable?",
                stacklevel=2,
            )

module instance-attribute

The Fortran module that this variable should be set on.

type instance-attribute

The expected type of the variable

range = None class-attribute instance-attribute

The valid range of values (int and float only) inclusive of the endpoints.

choices = None class-attribute instance-attribute

The valid values of this input.

array = False class-attribute instance-attribute

Is this input assigning values to an array?

additional_validation = None class-attribute instance-attribute

A function that takes the input variable: name, value, array index, and config (this dataclass) as input and returns a cleaned version of the input value. May raise a ProcessValidationError.

NOTE: The value passed in has already been cleaned in the default way and has been cast to the specified type.

additional_actions = None class-attribute instance-attribute

A function that takes the input variable: name, value, array index, and config (this dataclass) as input and performs some additional action in addition to the default actions prescribed by the variables config. May raise a ProcessValidationError.

NOTE: The value passed in has already been cleaned in the default way and has been cast to the specified type.

NOTE: the input name is the cleaned name as in the input file NOT the target_variable.

target_name = None class-attribute instance-attribute

Indicates the parsed variable name is different to its target on the module.

set_variable = True class-attribute instance-attribute

Do not attempt to set the variable on the module. Instead only do any additional_actions.

parse_input_file(data_structure_obj)

Source code in process/core/input.py 
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
def parse_input_file(data_structure_obj: DataStructure):
    input_file = data_structure.global_variables.fileprefix

    input_file_path = Path("IN.DAT")
    if input_file != "":
        input_file_path = Path(input_file)

    with input_file_path.open("r") as f:
        lines = f.readlines()

    variables = {}

    for line_no, line in enumerate(lines, start=1):
        stripped_line = line.strip()

        # don't bother trying to process blank lines
        # or comment lines
        if stripped_line == "" or stripped_line[0] == "*":
            continue

        # matches (variable name, array index, value)
        # NOTE: array index is Fortran-based hence starts at 1.
        line_match = re.match(
            r"([a-zA-Z0-9_]+)(?:\(([0-9]+)\))?[ ]*=[ ]*([ +\-a-zA-Z0-9.,]+).*",
            stripped_line,
        )

        if line_match is None:
            error_msg = (
                f"Unable to parse line {line_no} of the input file ({stripped_line})"
            )
            raise ProcessValueError(error_msg)

        variable_name, array_index, variable_value = line_match.groups()
        variable_name = variable_name.lower()

        variable_config = copy.copy(INPUT_VARIABLES.get(variable_name))

        if variable_config is None:
            error_msg = (
                f"Unrecognised input '{variable_name}' at line {line_no} of input file."
            )
            raise ProcessValidationError(error_msg)

        # string indicates it should be set on the new object data structure
        if isinstance(variable_config.module, str):
            module = data_structure_obj
            for name in variable_config.module.split("."):
                module = getattr(module, name)

            variable_config.module = module

        # Validate the variable and also clean it (cast to correct type)
        # If the variable value (after the = sign) contains a ',' then it
        # defines the whole array so needs to be split down into its elements
        # and the parsed like an array defined as 'my_array(<index>) = <value>'
        if "," in variable_value:
            getattr(variable_config.module, variable_name)[:] = 0.0
            clean_variable_value = [
                validate_variable(
                    variable_name,
                    v.strip(),
                    str(i + 1),
                    variable_config,
                    line_no,
                )
                for i, v in enumerate(variable_value.split(","), start=1)
            ]
        else:
            clean_variable_value = validate_variable(
                variable_name,
                variable_value.strip(),
                array_index,
                variable_config,
                line_no,
            )

        # check if the target name in the module is different to the variable name
        # in the input file
        variable_name_in_module = variable_config.target_name or variable_name

        array_index_clean = None if array_index is None else int(array_index)

        if variable_config.set_variable:
            if isinstance(clean_variable_value, list):
                for idx, value in enumerate(clean_variable_value, start=1):
                    set_array_variable(
                        variable_name_in_module,
                        value,
                        idx,
                        variable_config,
                    )
            elif variable_config.array:
                set_array_variable(
                    variable_name_in_module,
                    clean_variable_value,
                    array_index_clean,
                    variable_config,
                )
            else:
                set_scalar_variable(
                    variable_name_in_module, clean_variable_value, variable_config
                )

        if variable_config.additional_actions is not None:
            # intentionally passing the variable name as in the input file,
            # not the module target name.
            variable_config.additional_actions(
                variable_name,
                clean_variable_value,
                array_index_clean,
                variable_config,
            )

        # add the variable to a dictionary indexed by the variable name (in the input file)
        variables[variable_name] = {
            "value": clean_variable_value,
            "index": array_index_clean,
            "config": variable_config,
        }

    return variables

validate_variable(name, value, array_index, config, line_number)

Validate an input.

Parameters:

Name Type Description Default
name str

the name of the input.

 required
value str

the value of the input variable.

 required
array_index int | None

the array index of the variable in the input file.

 required
config InputVariable

the config of the variable that describes how to validate and process it.

 required
line_number int

line number of current line being parsed for error reporting.

 required

Returns:

Type Description
ValidInputTypes

the input value with the correct type.
Source code in process/core/input.py 
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
def validate_variable(
    name: str,
    value: str,
    array_index: int | None,
    config: InputVariable,
    line_number: int,
) -> ValidInputTypes:
    """Validate an input.

    Parameters
    ----------
    name :
        the name of the input.
    value :
        the value of the input variable.
    array_index :
        the array index of the variable in the input file.
    config :
        the config of the variable that describes how to validate and process it.
    line_number :
        line number of current line being parsed for error reporting.

    Returns
    -------
    :
        the input value with the correct type.
    """
    # check that if the variable should be an array, then an array index is provided
    # EXCEPT for if check_array is False. This should only be the case when parsing
    # entire arrays (e.g. my_array = 1,2,2,4,5) where there will be no array index.
    if array_index is None and config.array:
        error_msg = f"Expected '{name}' at line {line_number} to be an array."
        raise ProcessValidationError(error_msg)

    if array_index is not None and not config.array:
        error_msg = f"Not expecting '{name}' at line {line_number} to be an array."
        raise ProcessValidationError(error_msg)

    if config.type in {float, int}:
        value = value.lower().replace("d", "e")

    try:
        clean_value = config.type(value)
    except ValueError as e:
        error_msg = f"Cannot cast variable name '{name}' at line {line_number} to a {config.type} (value = {value})"
        raise ProcessValidationError(error_msg) from e

    if (
        config.range is not None
        and not config.range[0] <= clean_value <= config.range[1]
    ):
        error_msg = (
            f"Variable '{name}' at line {line_number} is not on the prescribed range"
            f" {config.range} (value = {value})"
        )
        raise ProcessValidationError(error_msg)

    if config.choices is not None and clean_value not in config.choices:
        error_msg = f"Variable '{name}' at line {line_number} is not one of {config.choices} (value = {value})"
        raise ProcessValidationError(error_msg)

    if config.additional_validation is not None:
        clean_value = config.additional_validation(
            name, clean_value, int(array_index), config
        )

    return clean_value

set_scalar_variable(name, value, config)

Set a scalar (not part of an array) variable in the config.module.

Parameters:

Name Type Description Default
name str

the name of the input.

 required
value ValidInputTypes

the value of the input variable.

 required
config InputVariable

the config of the variable that describes how to validate and process it.

 required
Source code in process/core/input.py 
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
def set_scalar_variable(name: str, value: ValidInputTypes, config: InputVariable):
    """Set a scalar (not part of an array) variable in the `config.module`.

    Parameters
    ----------
    name :
        the name of the input.
    value :
        the value of the input variable.
    config :
        the config of the variable that describes how to validate and process it.
    """
    current_value = getattr(config.module, name, ...)

    # use ... sentinel because None is probably a valid return from Fortran
    # and definately will be when moving to a Python data structure
    if current_value is ...:
        error_msg = (
            f"Fortran module '{config.module}' does not have a variable '{name}'."
        )
        raise ProcessValueError(error_msg)

    setattr(config.module, name, value)

set_array_variable(name, value, array_index, config)

Set an array variable in the config.module.

The way PROCESS input files are structured, each element of the array is provided on one line so this function just needs to set the value at array_index (-1) because of Fortran-based indexing.

Parameters:

Name Type Description Default
name str

the name of the input.

 required
value str

the value of the input variable.

 required
array_index int

the array index of the variable in the input file.

 required
config InputVariable

the config of the variable that describes how to validate and process it.

 required
Source code in process/core/input.py 
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
def set_array_variable(name: str, value: str, array_index: int, config: InputVariable):
    """Set an array variable in the `config.module`.

    The way PROCESS input files are structured, each element of the array is provided on one line
    so this function just needs to set the `value` at `array_index` (-1) because of Fortran-based indexing.

    Parameters
    ----------
    name :
        the name of the input.
    value :
        the value of the input variable.
    array_index :
        the array index of the variable in the input file.
    config :
        the config of the variable that describes how to validate and process it.
    """
    current_array = getattr(config.module, name, ...)
    shape = current_array.shape

    # use ... sentinel for same reason as above
    if current_array is ...:
        error_msg = f"Data structure '{config.module}' does not have an array '{name}'."
        raise ProcessValueError(error_msg)

    if config.type is str:
        raise NotImplementedError

    new_array = copy.deepcopy(current_array)

    if len(shape) > 1:
        new_array = new_array.T.ravel()

    new_array[array_index - 1] = value

    if len(shape) > 1:
        new_array = new_array.reshape(shape, order="F")

    setattr(config.module, name, new_array)