import json from pathlib import Path import pytest from akkudoktoreos.core.ems import get_ems from akkudoktoreos.prediction.pvforecastimport import PVForecastImport from akkudoktoreos.utils.datetimeutil import compare_datetimes, to_datetime DIR_TESTDATA = Path(__file__).absolute().parent.joinpath("testdata") FILE_TESTDATA_PVFORECASTIMPORT_1_JSON = DIR_TESTDATA.joinpath("import_input_1.json") @pytest.fixture def provider(sample_import_1_json, config_eos): """Fixture to create a PVForecastProvider instance.""" settings = { "pvforecast": { "provider": "PVForecastImport", "provider_settings": { "import_file_path": str(FILE_TESTDATA_PVFORECASTIMPORT_1_JSON), "import_json": json.dumps(sample_import_1_json), }, } } config_eos.merge_settings_from_dict(settings) provider = PVForecastImport() assert provider.enabled() return provider @pytest.fixture def sample_import_1_json(): """Fixture that returns sample forecast data report.""" with FILE_TESTDATA_PVFORECASTIMPORT_1_JSON.open("r", encoding="utf-8", newline=None) as f_res: input_data = json.load(f_res) return input_data # ------------------------------------------------ # General forecast # ------------------------------------------------ def test_singleton_instance(provider): """Test that PVForecastForecast behaves as a singleton.""" another_instance = PVForecastImport() assert provider is another_instance def test_invalid_provider(provider, config_eos): """Test requesting an unsupported provider.""" settings = { "pvforecast": { "provider": "", "provider_settings": { "import_file_path": str(FILE_TESTDATA_PVFORECASTIMPORT_1_JSON), }, } } with pytest.raises(ValueError, match="not a valid PV forecast provider"): config_eos.merge_settings_from_dict(settings) # ------------------------------------------------ # Import # ------------------------------------------------ @pytest.mark.parametrize( "start_datetime, from_file", [ ("2024-11-10 00:00:00", True), # No DST in Germany ("2024-08-10 00:00:00", True), # DST in Germany ("2024-03-31 00:00:00", True), # DST change in Germany (23 hours/ day) ("2024-10-27 00:00:00", True), # DST change in Germany (25 hours/ day) ("2024-11-10 00:00:00", False), # No DST in Germany ("2024-08-10 00:00:00", False), # DST in Germany ("2024-03-31 00:00:00", False), # DST change in Germany (23 hours/ day) ("2024-10-27 00:00:00", False), # DST change in Germany (25 hours/ day) ], ) def test_import(provider, sample_import_1_json, start_datetime, from_file, config_eos): """Test fetching forecast from import.""" ems_eos = get_ems() ems_eos.set_start_datetime(to_datetime(start_datetime, in_timezone="Europe/Berlin")) if from_file: config_eos.pvforecast.provider_settings.import_json = None assert config_eos.pvforecast.provider_settings.import_json is None else: config_eos.pvforecast.provider_settings.import_file_path = None assert config_eos.pvforecast.provider_settings.import_file_path is None provider.clear() # Call the method provider.update_data() # Assert: Verify the result is as expected assert provider.start_datetime is not None assert provider.total_hours is not None assert compare_datetimes(provider.start_datetime, ems_eos.start_datetime).equal values = sample_import_1_json["pvforecast_ac_power"] value_datetime_mapping = provider.import_datetimes(ems_eos.start_datetime, len(values)) for i, mapping in enumerate(value_datetime_mapping): assert i < len(provider.records) expected_datetime, expected_value_index = mapping expected_value = values[expected_value_index] result_datetime = provider.records[i].date_time result_value = provider.records[i]["pvforecast_ac_power"] # print(f"{i}: Expected: {expected_datetime}:{expected_value}") # print(f"{i}: Result: {result_datetime}:{result_value}") assert compare_datetimes(result_datetime, expected_datetime).equal assert result_value == expected_value