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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(data_structure.physics_variables, float, range=(0.0, 10.0)), 'alphan': InputVariable(data_structure.physics_variables, float, range=(0.0, 10.0)), 'alphat': InputVariable(data_structure.physics_variables, float, range=(0.0, 10.0)), 'aspect': InputVariable(data_structure.physics_variables, float, range=(1.001, 40.0)), 'beamfus0': InputVariable(data_structure.physics_variables, float, range=(0.01, 10.0)), 'beta_total_vol_avg': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'beta_vol_avg_max': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'beta_vol_avg_min': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'betbm0': InputVariable(data_structure.physics_variables, float, range=(0.0, 10.0)), 'b_plasma_toroidal_on_axis': InputVariable(data_structure.physics_variables, float, range=(0.0, 30.0)), 'burnup_in': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'radius_plasma_core_norm': InputVariable(data_structure.impurity_radiation_module, float, range=(0.0, 1.0)), 'f_p_plasma_core_rad_reduction': InputVariable(data_structure.impurity_radiation_module, float, range=(0.0, 1.0)), 'c_beta': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'csawth': InputVariable(data_structure.physics_variables, float, range=(0.0, 10.0)), 'f_vol_plasma': InputVariable(data_structure.physics_variables, float, range=(0.001, 10.0)), 'f_r_conducting_wall': InputVariable(data_structure.physics_variables, float, range=(1.0, 3.0)), 'nd_plasma_electrons_vol_avg': InputVariable(data_structure.physics_variables, float, range=(1e+18, 1e+22)), 'beta_norm_max': InputVariable(data_structure.physics_variables, float, range=(0.0, 20.0)), 'beta_poloidal_eps_max': InputVariable(data_structure.physics_variables, float, range=(0.01, 10.0)), 'f_p_alpha_plasma_deposited': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'f_p_div_lower': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'f_plasma_fuel_deuterium': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'ffwal': InputVariable(data_structure.physics_variables, float, range=(0.0, 10.0)), 'f_nd_plasma_pedestal_greenwald': InputVariable(data_structure.physics_variables, float, range=(-1.0, 5.0)), 'f_nd_plasma_separatrix_greenwald': InputVariable(data_structure.physics_variables, float, range=(-1.0, 5.0)), 'f_plasma_fuel_helium3': InputVariable(data_structure.physics_variables, float, range=(-1.0, 5.0)), 'f_nd_impurity_electrons': InputVariable(data_structure.impurity_radiation_module, float, array=True), 'fkzohm': InputVariable(data_structure.physics_variables, 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(data_structure.tfcoil_variables, float, range=(0.0, 30.0)), 'p_plant_electric_base': InputVariable('heat_transport', float, range=(1000000.0, 10000000000.0)), 'bcritsc': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'f_dr_tf_plasma_case': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'dx_tf_side_case_min': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'casths_fraction': InputVariable(data_structure.tfcoil_variables, 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(data_structure.rebco_variables, float, range=(1.0, 10000.0)), 'dx_hts_tape_copper': InputVariable(data_structure.rebco_variables, float, range=(0.0, 0.001)), 'copperaoh_m2': InputVariable(data_structure.rebco_variables, float, range=(1.0, 10000000000.0)), 'copperaoh_m2_max': InputVariable(data_structure.rebco_variables, 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(data_structure.tfcoil_variables, float, range=(0.001, 1000000.0)), 'c_tf_turn_max': InputVariable(data_structure.tfcoil_variables, 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_croco_strand_copper': InputVariable(data_structure.rebco_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(0.0, 0.1)), 'dia_tf_turn_superconducting_cable': InputVariable(data_structure.superconducting_tf_coil_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(-0.5, 0.5)), 'edrive': InputVariable('ife', float, range=(100000.0, 5000000000.0)), 'eff_tf_cryo': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'ejima_coeff': InputVariable(data_structure.physics_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'eyoung_cond_axial': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 10000000000000.0)), 'eyoung_cond_trans': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 10000000000000.0)), 'eyoung_ins': InputVariable(data_structure.tfcoil_variables, float, range=(100000000.0, 10000000000000.0)), 'eyoung_res_tf_buck': InputVariable(data_structure.tfcoil_variables, float, range=(1e-10, 1000000000000.0)), 'eyoung_steel': InputVariable(data_structure.tfcoil_variables, float, range=(100000000.0, 10000000000000.0)), 'f_a_tf_cool_outboard': InputVariable(data_structure.tfcoil_variables, 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(data_structure.physics_variables, float, range=(1e-12, 1.0)), 'f_nd_beam_electron': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'f_nd_protium_electrons': InputVariable(data_structure.physics_variables, 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(data_structure.physics_variables, float, range=(0.0, 1.0)), 'f_plasma_fuel_tritium': InputVariable(data_structure.physics_variables, float, range=(0.0, 1.0)), 'f_beam_tritium': InputVariable('current_drive', float, range=(0.0, 1.0)), 'f_vforce_inboard': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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)), 'f_ster_div_single': InputVariable('fwbs', float, range=(0.0, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(0.01, 5.0)), 'frholeg': InputVariable(data_structure.tfcoil_variables, 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(data_structure.physics_variables, 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_hts_tape_hastelloy': InputVariable(data_structure.rebco_variables, 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(data_structure.physics_variables, 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(data_structure.physics_variables, 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(data_structure.tfcoil_variables, float, range=(10000.0, 100000000.0)), 'kappa': InputVariable(data_structure.physics_variables, float, range=(0.99, 5.0)), 'kappa95': InputVariable(data_structure.physics_variables, float, range=(0.99, 5.0)), 'layer_ins': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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(data_structure.physics_variables, 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(data_structure.tfcoil_variables, float, range=(100000.0, 500000000.0)), 'maxpoloidalpower': InputVariable(data_structure.pf_power_variables, 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(data_structure.tfcoil_variables, float, range=(0.0, 100.0)), 'n_tf_coil_turns': InputVariable(data_structure.tfcoil_variables, 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(data_structure.physics_variables, float, range=(0.0, 1e+21)), 'nd_plasma_separatrix_electron': InputVariable(data_structure.physics_variables, float, range=(0.0, 1e+21)), 'nflutfmax': InputVariable('constraints', float, range=(0.0, 1e+24)), 'oacdcp': InputVariable(data_structure.tfcoil_variables, 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(data_structure.physics_variables, float, range=(0.0, 1.0)), 'plasma_square': InputVariable(data_structure.physics_variables, 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(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'poisson_copper': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'poisson_steel': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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(data_structure.physics_variables, float, range=(0.01, 20.0)), 'q95': InputVariable(data_structure.physics_variables, 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(data_structure.physics_variables, 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(data_structure.tfcoil_variables, 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_hts_tape_rebco': InputVariable(data_structure.rebco_variables, 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(data_structure.tfcoil_variables, float, range=(0.0, 1e-05)), 'rho_tf_joints': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 0.01)), 'radius_plasma_pedestal_density_norm': InputVariable(data_structure.physics_variables, float, range=(0.01, 1.0)), 'radius_plasma_pedestal_temp_norm': InputVariable(data_structure.physics_variables, 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(data_structure.tfcoil_variables, float, range=(0.1, 100.0)), 'rmajor': InputVariable(data_structure.physics_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(1000000.0, 100000000000.0)), 'sig_tf_wp_max': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(-0.02, 0.02)), 'str_pf_con_res': InputVariable(data_structure.tfcoil_variables, float, range=(-0.02, 0.02)), 'str_tf_con_res': InputVariable(data_structure.tfcoil_variables, float, range=(-0.02, 0.02)), 'str_wp_max': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(0.0, 0.1)), 't_turn_tf_max': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'dx_hts_tape_total': InputVariable(data_structure.rebco_variables, float, range=(0.0, 0.1)), 'dr_hts_tape': InputVariable(data_structure.rebco_variables, float, range=(0.0, 0.1)), 'tauee_in': InputVariable(data_structure.physics_variables, float, range=(0.0, 100.0)), 't_plasma_energy_confinement_max': InputVariable(data_structure.physics_variables, float, range=(0.1, 100.0)), 'tauratio': InputVariable(data_structure.physics_variables, float, range=(0.1, 100.0)), 'n_beam_decay_lengths_core_required': InputVariable('current_drive', float, range=(0.0, 10.0)), 'tbeta': InputVariable(data_structure.physics_variables, 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(data_structure.tfcoil_variables, float, range=(4.0, 373.15)), 'tcritsc': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(0.1, 100.0)), 'temp_plasma_electron_vol_avg_kev': InputVariable(data_structure.physics_variables, float, range=(1.0, 200.0)), 'te0_ecrh_achievable': InputVariable('stellarator', float, range=(1.0, 1000.0)), 'temp_cp_average': InputVariable(data_structure.tfcoil_variables, 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(data_structure.physics_variables, float, range=(0.0, 20.0)), 'temp_plasma_separatrix_kev': InputVariable(data_structure.physics_variables, float, range=(0.0, 20.0)), 'tfcbv': InputVariable('buildings', float, range=(10000.0, 1000000.0)), 'dx_tf_wp_insertion_gap': InputVariable(data_structure.tfcoil_variables, float, range=(1e-10, 0.1)), 'f_dr_tf_outboard_inboard': InputVariable('build', float, range=(0.2, 5.0)), 'tftmp': InputVariable(data_structure.tfcoil_variables, float, range=(0.01, 293.0)), 'tgain': InputVariable('ife', float, range=(1.0, 500.0)), 'th_joint_contact': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'theta1_coil': InputVariable(data_structure.tfcoil_variables, float, range=(0.1, 60.0)), 'theta1_vv': InputVariable(data_structure.tfcoil_variables, float, range=(0.1, 60.0)), 'dx_tf_turn_insulation': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 0.1)), 'dr_tf_nose_case': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 1.0)), 'dz_shld_thermal': InputVariable('build', float, range=(0.0, 10.0)), 'dx_tf_turn_steel': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 0.1)), 'temp_plasma_ion_vol_avg_kev': InputVariable(data_structure.physics_variables, float, range=(5.0, 50.0)), 'dx_tf_wp_insulation': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, float, range=(0.0, 20.0)), 'temp_cs_superconductor_margin_min': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 20.0)), 'temp_tf_superconductor_margin_min': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 20.0)), 'temp_croco_quench_max': InputVariable(data_structure.tfcoil_variables, float, range=(4.0, 1000.0)), 'temp_tf_conductor_quench_max': InputVariable(data_structure.tfcoil_variables, float, range=(0.0, 1000.0)), 'temp_tf_cryo': InputVariable(data_structure.tfcoil_variables, 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(data_structure.physics_variables, float, range=(0.0, 2.0)), 'trcl': InputVariable('buildings', float, range=(0.0, 10.0)), 'triang': InputVariable(data_structure.physics_variables, float, range=(-1.0, 1.0)), 'triang95': InputVariable(data_structure.physics_variables, 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(data_structure.tfcoil_variables, float, range=(0.001, 100.0)), 'v_tf_coil_dump_quench_max_kv': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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]), 'coppera_m2_max': InputVariable(data_structure.rebco_variables, 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(data_structure.physics_variables, int, range=(0, 3)), 'i_beta_fast_alpha': InputVariable(data_structure.physics_variables, 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('fwbs', int, choices=[0, 1]), 'i_bootstrap_current': InputVariable(data_structure.physics_variables, int, range=(0, 13)), 'i_cp_joints': InputVariable(data_structure.tfcoil_variables, 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(data_structure.physics_variables, int, range=(1, 8)), 'i_diamagnetic_current': InputVariable(data_structure.physics_variables, int, choices=[0, 1, 2]), 'i_div_heat_load': InputVariable('divertor', int, choices=[0, 1, 2]), 'i_l_h_threshold': InputVariable(data_structure.physics_variables, int, range=(1, 21)), 'i_pf_current': InputVariable('pf_coil', int, choices=[0, 1, 2]), 'i_pfirsch_schluter_current': InputVariable(data_structure.physics_variables, int, choices=[0, 1]), 'i_plasma_current': InputVariable(data_structure.physics_variables, int, range=(1, 9)), 'i_plasma_geometry': InputVariable(data_structure.physics_variables, int, range=(0, 12)), 'i_plasma_shape': InputVariable(data_structure.physics_variables, int, choices=[0, 1]), 'i_plasma_wall_gap': InputVariable(data_structure.physics_variables, 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(data_structure.physics_variables, int, choices=[0, 1, 2]), 'i_shield_mat': InputVariable('fwbs', int, choices=[0, 1]), 'i_single_null': InputVariable(data_structure.physics_variables, int, choices=[0, 1]), 'i_str_wp': InputVariable(data_structure.tfcoil_variables, int, choices=[0, 1]), 'i_r_pf_outside_tf_placement': InputVariable('pf_coil', int, choices=[0, 1]), 'i_tf_bucking': InputVariable(data_structure.tfcoil_variables, int, range=(0, 3)), 'i_tf_case_geom': InputVariable(data_structure.tfcoil_variables, int, choices=[0, 1]), 'i_tf_cond_eyoung_axial': InputVariable(data_structure.tfcoil_variables, int, choices=[0, 1, 2]), 'i_tf_cond_eyoung_trans': InputVariable(data_structure.tfcoil_variables, int, choices=[0, 1]), 'i_tf_sc_mat': InputVariable(data_structure.tfcoil_variables, int, range=(1, 9)), 'i_tf_shape': InputVariable(data_structure.tfcoil_variables, int, choices=[0, 1, 2]), 'i_tf_stress_model': InputVariable(data_structure.tfcoil_variables, int, choices=[0, 1, 2]), 'i_tf_sup': InputVariable(data_structure.tfcoil_variables, int, choices=[0, 1, 2]), 'i_tf_tresca': InputVariable(data_structure.tfcoil_variables, int, choices=[0, 1]), 'i_tf_turns_integer': InputVariable(data_structure.tfcoil_variables, int, choices=[0, 1]), 'i_tf_wp_geom': InputVariable(data_structure.tfcoil_variables, 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(data_structure.physics_variables, 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(data_structure.physics_variables, 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(data_structure.physics_variables, int, range=(0, 5)), 'i_ind_plasma_internal_norm': InputVariable(data_structure.physics_variables, int, range=(0, 2)), 'i_alphaj': InputVariable(data_structure.physics_variables, 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(data_structure.pf_power_variables, 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(data_structure.physics_variables, int, choices=[0, 1]), 'itartpf': InputVariable(data_structure.physics_variables, int, choices=[0, 1]), 'itcycl': InputVariable('pulse', int, range=(1, 3)), 'i_pflux_fw_neutron': InputVariable(data_structure.physics_variables, int, range=(1, 2)), 'lsa': InputVariable('costs', int, range=(1, 4)), 'm_res': InputVariable('stellarator', int, range=(1, 10)), 'n_tf_wp_layers': InputVariable(data_structure.tfcoil_variables, int, range=(1, 100)), 'i_tf_turn_type': InputVariable(data_structure.superconducting_tf_coil_variables, int, choices=[1, 2]), 'n_liq_recirc': InputVariable('fwbs', int, range=(1, 50)), 'n_tf_wp_pancakes': InputVariable(data_structure.tfcoil_variables, int, range=(1, 100)), 'n_rad_per_layer': InputVariable(data_structure.tfcoil_variables, int, range=(1, 500)), 'n_res': InputVariable('stellarator', int, range=(3, 6)), 'n_tf_graded_layers': InputVariable(data_structure.tfcoil_variables, int, range=(1, 20)), 'n_tf_joints': InputVariable(data_structure.tfcoil_variables, int, range=(1, 50)), 'n_tf_joints_contact': InputVariable(data_structure.tfcoil_variables, 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(data_structure.physics_variables, int, choices=(list(range(data_structure.physics_variables.N_CONFINEMENT_SCALINGS)))), 'quench_model': InputVariable(data_structure.tfcoil_variables, 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(data_structure.tfcoil_variables, 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, data_structure.impurity_radiation_module.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 
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@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 
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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 
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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 
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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 
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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)