pvforecast: Some values optional. Closes #292 (#293)

* temperature, relativehumidity_2m, windspeed_10m can be null
 * prettify pv_forecast_input_1.json (and add null value)

docs/akkudoktoreos/openapi.json

@@ -3331,8 +3331,15 @@
         "properties": {
           "temperature": {
             "items": {
+              "anyOf": [
+                {
                   "type": "number"
                 },
+                {
+                  "type": "null"
+                }
+              ]
+            },
             "type": "array",
             "title": "Temperature"
           },
@@ -3462,8 +3469,15 @@
             "anyOf": [
               {
                 "items": {
+                  "anyOf": [
+                    {
                       "type": "number"
                     },
+                    {
+                      "type": "null"
+                    }
+                  ]
+                },
                 "type": "array"
               },
               {

src/akkudoktoreos/optimization/genetic.py

@@ -32,7 +32,7 @@ class OptimizationParameters(BaseModel):
     inverter: InverterParameters = InverterParameters()
     eauto: Optional[ElectricVehicleParameters]
     dishwasher: Optional[HomeApplianceParameters] = None
-    temperature_forecast: Optional[list[float]] = Field(
+    temperature_forecast: Optional[list[Optional[float]]] = Field(
         default=None,
         description="An array of floats representing the temperature forecast in degrees Celsius for different time intervals.",
     )

src/akkudoktoreos/prediction/pvforecastakkudoktor.py

@@ -109,9 +109,9 @@ class AkkudoktorForecastValue(PydanticBaseModel):
     power: float
     sunTilt: float
     sunAzimuth: float
-    temperature: float
+    temperature: Optional[float]
-    relativehumidity_2m: float
+    relativehumidity_2m: Optional[float]
-    windspeed_10m: float
+    windspeed_10m: Optional[float]
 
 
 class AkkudoktorForecast(PydanticBaseModel):

src/akkudoktoreos/server/fastapi_server.py

@@ -407,7 +407,7 @@ def fastapi_gesamtlast_simple(year_energy: float) -> list[float]:
 
 
 class ForecastResponse(PydanticBaseModel):
-    temperature: list[float]
+    temperature: list[Optional[float]]
     pvpower: list[float]
 
 

src/akkudoktoreos/utils/visualize.py

@@ -88,7 +88,7 @@ class VisualizationReport(ConfigMixin):
     def create_line_chart(
         self,
         start_hour: Optional[int],
-        y_list: list[Union[np.ndarray, list[float]]],
+        y_list: list[Union[np.ndarray, list[Optional[float]], list[float]]],
         title: str,
         xlabel: str,
         ylabel: str,

tests/test_pvforecastakkudoktor.py

@@ -293,10 +293,9 @@ def test_timezone_behaviour(
     forecast_temps = provider.key_to_series(
         "pvforecastakkudoktor_temp_air", other_start_datetime, other_end_datetime
     )
-    assert len(forecast_temps) == 24
+    assert len(forecast_temps) == 23  # 24-1, first temperature is null
-    assert forecast_temps.iloc[0] == 7.0
+    assert forecast_temps.iloc[0] == 6.5
-    assert forecast_temps.iloc[1] == 6.5
+    assert forecast_temps.iloc[1] == 6.0
-    assert forecast_temps.iloc[2] == 6.0
 
     # Test fetching AC power forecast
     other_end_datetime = other_start_datetime + to_duration("48 hours")