# ruff: noqa: S101 import json from pathlib import Path from unittest.mock import Mock, patch import pytest from akkudoktoreos.core.coreabc import get_ems from akkudoktoreos.prediction.elecpriceenergycharts import EnergyChartsElecPrice from akkudoktoreos.prediction.feedintariffenergycharts import FeedInTariffEnergyCharts from akkudoktoreos.utils.datetimeutil import to_datetime DIR_TESTDATA = Path(__file__).absolute().parent.joinpath("testdata") FILE_TESTDATA_ELECPRICE_ENERGYCHARTS_JSON = DIR_TESTDATA.joinpath( "elecpriceforecast_energycharts.json" ) @pytest.fixture def sample_energycharts_json(): with FILE_TESTDATA_ELECPRICE_ENERGYCHARTS_JSON.open( "r", encoding="utf-8", newline=None ) as f_res: return json.load(f_res) @pytest.fixture def provider(config_eos): config_eos.merge_settings_from_dict( { "elecprice": { "charges_kwh": 0.21, "energycharts": {"bidding_zone": "DE-LU"}, }, "feedintariff": { "provider": "FeedInTariffEnergyCharts", "provider_settings": { "FeedInTariffEnergyCharts": {"bidding_zone": "AT"}, }, }, } ) provider = FeedInTariffEnergyCharts() provider.highest_orig_datetime = None provider.records.clear() assert provider.enabled() return provider def test_provider_is_available(config_eos): assert "FeedInTariffEnergyCharts" in config_eos.feedintariff.providers def test_parse_data_uses_raw_market_price(provider, sample_energycharts_json): energy_charts_data = EnergyChartsElecPrice.model_validate(sample_energycharts_json) series = provider._parse_data(energy_charts_data) assert series.iloc[0] == pytest.approx(sample_energycharts_json["price"][0] / 1_000_000) @patch("requests.get") def test_request_forecast_uses_feedintariff_bidding_zone( mock_get, provider, sample_energycharts_json ): mock_response = Mock() mock_response.status_code = 200 mock_response.content = json.dumps(sample_energycharts_json) mock_get.return_value = mock_response get_ems().set_start_datetime(to_datetime("2024-12-11 00:00:00", in_timezone="Europe/Berlin")) provider._request_forecast(start_date="2024-12-10", force_update=True) actual_url = mock_get.call_args[0][0] assert "bzn=AT" in actual_url def test_update_data_keeps_quarter_hour_resolution(provider): start = to_datetime("2025-01-15 00:00:00", in_timezone="Europe/Berlin") get_ems().set_start_datetime(start) raw_slots = provider.config.prediction.hours * 2 energy_charts_data = EnergyChartsElecPrice( license_info="", unix_seconds=[int(start.add(minutes=15 * i).timestamp()) for i in range(raw_slots)], price=[100.0] * raw_slots, unit="EUR/MWh", deprecated=False, ) with patch.object(provider, "_request_forecast", return_value=energy_charts_data): provider._update_data(force_update=True) result = provider.key_to_series( key="feed_in_tariff_wh", start_datetime=start, end_datetime=start.add(hours=provider.config.prediction.hours), ) assert len(result) == provider.config.prediction.hours * 4 assert result.index.to_series().diff().dropna().dt.total_seconds().unique().tolist() == [900.0]