"""GENETIC0 must not extend a published feed-in tariff beyond real coverage.""" from unittest.mock import AsyncMock, Mock, patch import numpy as np import pandas as pd import pytest from akkudoktoreos.core.coreabc import get_ems from akkudoktoreos.optimization.genetic0.genetic0params import ( Genetic0OptimizationParameters, ) from akkudoktoreos.utils.datetimeutil import to_datetime @pytest.mark.asyncio @pytest.mark.parametrize("published_hours", [20, 24]) async def test_dvhub_tariff_requires_real_control_horizon( config_eos, published_hours, caplog ): config_eos.merge_settings_from_dict( { "prediction": {"hours": 48}, "optimization": {"genetic0": {"horizon_hours": 24}}, "feedintariff": {"provider": "FeedInTariffDvhubOnline"}, "elecfee": {"provider": None}, "devices": { "max_batteries": 0, "max_electric_vehicles": 0, "max_inverters": 0, "max_home_appliances": 0, }, } ) start = to_datetime("2026-08-01T00:00:00+00:00") get_ems().set_start_datetime(start) prices = pd.Series( np.arange(published_hours * 4, dtype=float) / 1_000_000, index=pd.date_range(start, periods=published_hours * 4, freq="15min"), ) async def read_array(**kwargs): return np.full(48, 1.0) prediction = Mock( update_data=AsyncMock(), key_to_array=AsyncMock(side_effect=read_array), key_to_raw_series=AsyncMock(return_value=prices), ) with patch.object(Genetic0OptimizationParameters, "prediction", prediction): parameters = await Genetic0OptimizationParameters.prepare() prediction.update_data.assert_awaited_once() assert config_eos.feedintariff.provider == "FeedInTariffDvhubOnline" if published_hours < 24: assert parameters is None assert "Missing feed-in tariff within the GENETIC0 control horizon" in caplog.text else: assert parameters is not None tariffs = parameters.ems.feed_in_tariff_per_wh assert isinstance(tariffs, list) assert tariffs[:24] == pytest.approx( [(4 * hour + 1.5) / 1_000_000 for hour in range(24)] ) assert np.isnan(tariffs[24:]).all()