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>

Author: b0661

docs/akkudoktoreos/openapi.json

@@ -51,9 +51,16 @@ select = [
               # Google convention via `convention = "google"`, below.
 ]
 ignore = [
-    # On top of `Pyflakes (F)` to prevent errors for existing sources. Should be removed!!!
+   # Prevent errors due to ruff false positives
+   # ------------------------------------------
+   # On top of `Pyflakes (F)` to allow numpydantic Shape forward annotation
+   "F722",    # forward-annotation-syntax-error: forward annotations that include invalid syntax.
+
+    # Prevent errors for existing sources. Should be removed!!!
+    # ---------------------------------------------------------
+    # On top of `Pyflakes (F)`
     "F841",   # unused-variable: Local variable {name} is assigned to but never used
-    # On top of `pydocstyle (D)` to prevent errors for existing sources. Should be removed!!!
+    # On top of `pydocstyle (D)`
     "D100",   # undocumented-public-module: Missing docstring in public module
     "D101",   # undocumented-public-class: Missing docstring in public class
     "D102",   # undocumented-public-method: Missing docstring in public method

pyproject.toml

@@ -1,11 +1,15 @@
 numpy==2.2.0
+numpydantic==1.6.4
 matplotlib==3.9.2
 fastapi[standard]==0.115.5
+python-fasthtml==0.9.1
 uvicorn==0.32.1
-pydantic==2.10.3
 scikit-learn==1.6.0
 timezonefinder==6.5.7
 deap==1.4.1
 requests==2.32.3
 pandas==2.2.3
+pendulum==3.0.0
+platformdirs==4.3.6
+pvlib==0.11.1
 pydantic==2.10.3