# ruff: noqa: S101 import numpy as np from akkudoktoreos.devices.devicesabc import BatteryOperationMode from akkudoktoreos.optimization.genetic.genetic import GeneticOptimization from akkudoktoreos.optimization.genetic.geneticsolution import GeneticSolution def test_battery_discharge_allowed_remains_local_load_mode(config_eos): config_eos.merge_settings_from_dict( {"feedintariff": {"direct_marketing_enabled": True}} ) solution = GeneticSolution.model_construct() operation_mode, operation_mode_factor = solution._battery_operation_from_solution( ac_charge=0.0, dc_charge=0.0, discharge_allowed=True, ) assert operation_mode == BatteryOperationMode.PEAK_SHAVING assert operation_mode_factor == 1.0 def test_battery_grid_export_signal_maps_to_grid_support_export(config_eos): config_eos.merge_settings_from_dict( {"feedintariff": {"direct_marketing_enabled": True}} ) solution = GeneticSolution.model_construct() operation_mode, operation_mode_factor = solution._battery_operation_from_solution( ac_charge=0.0, dc_charge=0.0, discharge_allowed=False, battery_grid_export_allowed=True, ) assert operation_mode == BatteryOperationMode.GRID_SUPPORT_EXPORT assert operation_mode_factor == 1.0 def test_decode_charge_discharge_has_separate_battery_grid_export_state(): optimization = GeneticOptimization() optimization.bat_possible_charge_values = [1.0] optimization.optimize_dc_charge = True optimization.optimize_battery_grid_export = True ac_charge, dc_charge, discharge, battery_grid_export = ( optimization.decode_charge_discharge(np.array([5])) ) assert ac_charge.tolist() == [0.0] assert dc_charge.tolist() == [0] assert discharge.tolist() == [0] assert battery_grid_export.tolist() == [1] def test_decode_charge_discharge_has_self_consumption_state_after_legacy_export(): optimization = GeneticOptimization() optimization.bat_possible_charge_values = [1.0] optimization.optimize_dc_charge = True optimization.optimize_battery_grid_export = True layout = optimization._battery_state_layout() ac_charge, dc_charge, discharge, battery_grid_export = ( optimization.decode_charge_discharge(np.array([6])) ) assert layout.total_states == 7 assert layout.grid_export_state == 5 assert layout.self_consumption_state == 6 assert ac_charge.tolist() == [0.0] assert dc_charge.tolist() == [1] assert discharge.tolist() == [1] assert battery_grid_export.tolist() == [0] def test_graded_grid_export_states_decode_to_rates(): """Each configured export rate gets its own state; state 5 stays full power.""" optimization = GeneticOptimization() optimization.bat_possible_charge_values = [1.0] optimization.bat_possible_grid_export_values = [1.0, 0.5, 0.25] optimization.optimize_dc_charge = True optimization.optimize_battery_grid_export = True layout = optimization._battery_state_layout() assert layout.grid_export_states == (5, 6, 7) # The full-power state keeps its index, so existing seeds stay valid. assert layout.grid_export_state == 5 assert layout.self_consumption_state == 8 assert layout.total_states == 9 _, _, _, battery_grid_export = optimization.decode_charge_discharge( np.array([0, 5, 6, 7]) ) assert battery_grid_export.tolist() == [0.0, 1.0, 0.5, 0.25] def test_single_export_rate_keeps_all_or_nothing_layout(): """Without configured rates the state space is the one from before grading.""" optimization = GeneticOptimization() optimization.bat_possible_charge_values = [1.0] optimization.optimize_dc_charge = True optimization.optimize_battery_grid_export = True layout = optimization._battery_state_layout() assert layout.grid_export_states == (5,) assert layout.total_states == 7 def test_battery_grid_export_factor_becomes_operation_factor(config_eos): """A partial export level is reported as the GRID_SUPPORT_EXPORT factor.""" config_eos.merge_settings_from_dict({"feedintariff": {"direct_marketing_enabled": True}}) solution = GeneticSolution.model_construct() operation_mode, operation_mode_factor = solution._battery_operation_from_solution( ac_charge=0.0, dc_charge=0.0, discharge_allowed=False, battery_grid_export_allowed=True, battery_grid_export_factor=0.25, ) assert operation_mode == BatteryOperationMode.GRID_SUPPORT_EXPORT assert operation_mode_factor == 0.25