Improve Configuration and Prediction Usability (#220)

* Update utilities in utils submodule.
* Add base configuration modules.
* Add server base configuration modules.
* Add devices base configuration modules.
* Add optimization base configuration modules.
* Add utils base configuration modules.
* Add prediction abstract and base classes plus tests.
* Add PV forecast to prediction submodule.
   The PV forecast modules are adapted from the class_pvforecast module and
   replace it.
* Add weather forecast to prediction submodule.
   The modules provide classes and methods to retrieve, manage, and process weather forecast data
   from various sources. Includes are structured representations of weather data and utilities
   for fetching forecasts for specific locations and time ranges.
   BrightSky and ClearOutside are currently supported.
* Add electricity price forecast to prediction submodule.
* Adapt fastapi server to base config and add fasthtml server.
* Add ems to core submodule.
* Adapt genetic to config.
* Adapt visualize to config.
* Adapt common test fixtures to config.
* Add load forecast to prediction submodule.
* Add core abstract and base classes.
* Adapt single test optimization to config.
* Adapt devices to config.

Signed-off-by: Bobby Noelte <b0661n0e17e@gmail.com>

tests/test_class_ems_2.py

@@ -1,28 +1,32 @@
 import numpy as np
 import pytest
 
-from akkudoktoreos.config import AppConfig
+from akkudoktoreos.config.config import get_config
+from akkudoktoreos.core.ems import (
+    EnergieManagementSystem,
+    EnergieManagementSystemParameters,
+    get_ems,
+)
 from akkudoktoreos.devices.battery import EAutoParameters, PVAkku, PVAkkuParameters
 from akkudoktoreos.devices.generic import HomeAppliance, HomeApplianceParameters
 from akkudoktoreos.devices.inverter import Wechselrichter, WechselrichterParameters
-from akkudoktoreos.prediction.ems import (
-    EnergieManagementSystem,
-    EnergieManagementSystemParameters,
-)
 
-prediction_hours = 48
-optimization_hours = 24
 start_hour = 0
 
 
 # Example initialization of necessary components
 @pytest.fixture
-def create_ems_instance(tmp_config: AppConfig) -> EnergieManagementSystem:
+def create_ems_instance() -> EnergieManagementSystem:
     """Fixture to create an EnergieManagementSystem instance with given test parameters."""
+    # Assure configuration holds the correct values
+    config_eos = get_config()
+    config_eos.merge_settings_from_dict({"prediction_hours": 48, "optimization_hours": 24})
+    assert config_eos.prediction_hours is not None
+
     # Initialize the battery and the inverter
     akku = PVAkku(
         PVAkkuParameters(kapazitaet_wh=5000, start_soc_prozent=80, min_soc_prozent=10),
-        hours=prediction_hours,
+        hours=config_eos.prediction_hours,
     )
     akku.reset()
     wechselrichter = Wechselrichter(WechselrichterParameters(max_leistung_wh=10000), akku)
@@ -33,27 +37,28 @@ def create_ems_instance(tmp_config: AppConfig) -> EnergieManagementSystem:
             consumption_wh=2000,
             duration_h=2,
         ),
-        hours=prediction_hours,
+        hours=config_eos.prediction_hours,
     )
     home_appliance.set_starting_time(2)
 
     # Example initialization of electric car battery
     eauto = PVAkku(
         EAutoParameters(kapazitaet_wh=26400, start_soc_prozent=100, min_soc_prozent=100),
-        hours=prediction_hours,
+        hours=config_eos.prediction_hours,
     )
 
     # Parameters based on previous example data
-    pv_prognose_wh = [0.0] * prediction_hours
+    pv_prognose_wh = [0.0] * config_eos.prediction_hours
     pv_prognose_wh[10] = 5000.0
     pv_prognose_wh[11] = 5000.0
 
-    strompreis_euro_pro_wh = [0.001] * prediction_hours
+    strompreis_euro_pro_wh = [0.001] * config_eos.prediction_hours
     strompreis_euro_pro_wh[0:10] = [0.00001] * 10
     strompreis_euro_pro_wh[11:15] = [0.00005] * 4
     strompreis_euro_pro_wh[20] = 0.00001
 
     einspeiseverguetung_euro_pro_wh = [0.00007] * len(strompreis_euro_pro_wh)
+    preis_euro_pro_wh_akku = 0.0001
 
     gesamtlast = [
         676.71,
@@ -107,13 +112,13 @@ def create_ems_instance(tmp_config: AppConfig) -> EnergieManagementSystem:
     ]
 
     # Initialize the energy management system with the respective parameters
-    ems = EnergieManagementSystem(
-        tmp_config.eos,
+    ems = get_ems()
+    ems.set_parameters(
         EnergieManagementSystemParameters(
             pv_prognose_wh=pv_prognose_wh,
             strompreis_euro_pro_wh=strompreis_euro_pro_wh,
             einspeiseverguetung_euro_pro_wh=einspeiseverguetung_euro_pro_wh,
-            preis_euro_pro_wh_akku=0,
+            preis_euro_pro_wh_akku=preis_euro_pro_wh_akku,
             gesamtlast=gesamtlast,
         ),
         wechselrichter=wechselrichter,
@@ -121,10 +126,10 @@ def create_ems_instance(tmp_config: AppConfig) -> EnergieManagementSystem:
         home_appliance=home_appliance,
     )
 
-    ac = np.full(prediction_hours, 0)
+    ac = np.full(config_eos.prediction_hours, 0.0)
     ac[20] = 1
     ems.set_akku_ac_charge_hours(ac)
-    dc = np.full(prediction_hours, 0)
+    dc = np.full(config_eos.prediction_hours, 0.0)
     dc[11] = 1
     ems.set_akku_dc_charge_hours(dc)