Implement confidence intervals for irm_kmi.get_forecasts_radar

custom_components/irm_kmi/coordinator.py

@@ -2,6 +2,7 @@
 import asyncio
 import logging
 from datetime import datetime, timedelta
+from statistics import mean
 from typing import Any, List, Tuple
 
 import async_timeout
@@ -23,7 +24,7 @@ from .const import IRM_KMI_TO_HA_CONDITION_MAP as CDT_MAP
 from .const import MAP_WARNING_ID_TO_SLUG as SLUG_MAP
 from .const import OPTION_STYLE_SATELLITE, OUT_OF_BENELUX, STYLE_TO_PARAM_MAP
 from .data import (AnimationFrameData, CurrentWeatherData, IrmKmiForecast,
-                   ProcessedCoordinatorData, RadarAnimationData, WarningData)
+                   ProcessedCoordinatorData, RadarAnimationData, WarningData, IrmKmiRadarForecast)
 from .pollen import PollenParser
 from .rain_graph import RainGraph
 from .utils import disable_from_config, get_config_value, preferred_language
@@ -322,16 +323,26 @@ class IrmKmiCoordinator(TimestampDataUpdateCoordinator):
         return forecasts
 
     @staticmethod
-    def radar_list_to_forecast(data: dict | None) -> List[Forecast] | None:
+    def radar_list_to_forecast(data: dict | None) -> List[IrmKmiRadarForecast] | None:
         if data is None:
             return None
+        sequence = data.get("sequence", [])
+        ratios = [f['value'] / f['position'] for f in sequence if f['position'] > 0]
+
+        if len(ratios) > 0:
+            ratio = mean(ratios)
+        else:
+            ratio = 0
 
         forecast = list()
-        for f in data.get("sequence", []):
+        for f in sequence:
             forecast.append(
-                Forecast(
+                IrmKmiRadarForecast(
                     datetime=f.get("time"),
-                    native_precipitation=f.get('value')
+                    native_precipitation=f.get('value'),
+                    rain_forecast_max=round(f.get('positionHigher')*ratio, 2),
+                    rain_forecast_min=round(f.get('positionLower')*ratio, 2),
+                    might_rain=f.get('positionHigher') > 0
                 )
             )
         return forecast

custom_components/irm_kmi/data.py

@@ -12,6 +12,13 @@ class IrmKmiForecast(Forecast):
     text: str | None
 
 
+class IrmKmiRadarForecast(Forecast):
+    """Forecast class to handle rain forecast from the IRM KMI rain radar"""
+    rain_forecast_max: float
+    rain_forecast_min: float
+    might_rain: bool
+
+
 class CurrentWeatherData(TypedDict, total=False):
     """Class to hold the currently observable weather at a given location"""
     condition: str | None

tests/test_coordinator.py

@@ -11,7 +11,7 @@ from custom_components.irm_kmi.const import CONF_LANGUAGE_OVERRIDE
 from custom_components.irm_kmi.coordinator import IrmKmiCoordinator
 from custom_components.irm_kmi.data import (CurrentWeatherData, IrmKmiForecast,
                                             ProcessedCoordinatorData,
-                                            RadarAnimationData)
+                                            RadarAnimationData, IrmKmiRadarForecast)
 from custom_components.irm_kmi.pollen import PollenParser
 from tests.conftest import get_api_data
 
@@ -238,17 +238,52 @@ def test_radar_forecast() -> None:
     result = IrmKmiCoordinator.radar_list_to_forecast(api_data.get('animation'))
 
     expected = [
-        Forecast(datetime="2023-12-26T17:00:00+01:00", native_precipitation=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:00:00+01:00", native_precipitation=0, might_rain=False,
-        Forecast(datetime="2023-12-26T17:10:00+01:00", native_precipitation=0),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T17:20:00+01:00", native_precipitation=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:10:00+01:00", native_precipitation=0, might_rain=False,
-        Forecast(datetime="2023-12-26T17:30:00+01:00", native_precipitation=0),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T17:40:00+01:00", native_precipitation=0.1),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:20:00+01:00", native_precipitation=0, might_rain=False,
-        Forecast(datetime="2023-12-26T17:50:00+01:00", native_precipitation=0.01),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T18:00:00+01:00", native_precipitation=0.12),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:30:00+01:00", native_precipitation=0, might_rain=False,
-        Forecast(datetime="2023-12-26T18:10:00+01:00", native_precipitation=1.2),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T18:20:00+01:00", native_precipitation=2),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:40:00+01:00", native_precipitation=0.1, might_rain=False,
-        Forecast(datetime="2023-12-26T18:30:00+01:00", native_precipitation=0),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T18:40:00+01:00", native_precipitation=0)
+        IrmKmiRadarForecast(datetime="2023-12-26T17:50:00+01:00", native_precipitation=0.01, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:00:00+01:00", native_precipitation=0.12, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:10:00+01:00", native_precipitation=1.2, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:20:00+01:00", native_precipitation=2, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:30:00+01:00", native_precipitation=0, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:40:00+01:00", native_precipitation=0, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0)
     ]
 
     assert expected == result
+
+
+def test_radar_forecast_rain_interval() -> None:
+    api_data = get_api_data('forecast_with_rain_on_radar.json')
+    result = IrmKmiCoordinator.radar_list_to_forecast(api_data.get('animation'))
+
+    _12 = IrmKmiRadarForecast(
+        datetime='2024-05-30T18:00:00+02:00',
+        native_precipitation=0.89,
+        might_rain=True,
+        rain_forecast_max=1.12,
+        rain_forecast_min=0.50
+    )
+
+    _13 = IrmKmiRadarForecast(
+        datetime="2024-05-30T18:10:00+02:00",
+        native_precipitation=0.83,
+        might_rain=True,
+        rain_forecast_max=1.09,
+        rain_forecast_min=0.64
+    )
+
+    assert result[12] == _12
+    assert result[13] == _13

tests/test_weather.py

@@ -9,7 +9,7 @@ from homeassistant.core import HomeAssistant
 from pytest_homeassistant_custom_component.common import MockConfigEntry
 
 from custom_components.irm_kmi import IrmKmiCoordinator, IrmKmiWeather
-from custom_components.irm_kmi.data import ProcessedCoordinatorData
+from custom_components.irm_kmi.data import ProcessedCoordinatorData, IrmKmiRadarForecast
 from tests.conftest import get_api_data
 
 
@@ -115,17 +115,28 @@ async def test_radar_forecast_service(
     result_service: List[Forecast] = weather.get_forecasts_radar_service(False)
 
     expected = [
-        Forecast(datetime="2023-12-26T17:00:00+01:00", native_precipitation=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:00:00+01:00", native_precipitation=0, might_rain=False,
-        Forecast(datetime="2023-12-26T17:10:00+01:00", native_precipitation=0),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T17:20:00+01:00", native_precipitation=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:10:00+01:00", native_precipitation=0, might_rain=False,
-        Forecast(datetime="2023-12-26T17:30:00+01:00", native_precipitation=0),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T17:40:00+01:00", native_precipitation=0.1),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:20:00+01:00", native_precipitation=0, might_rain=False,
-        Forecast(datetime="2023-12-26T17:50:00+01:00", native_precipitation=0.01),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T18:00:00+01:00", native_precipitation=0.12),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:30:00+01:00", native_precipitation=0, might_rain=False,
-        Forecast(datetime="2023-12-26T18:10:00+01:00", native_precipitation=1.2),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T18:20:00+01:00", native_precipitation=2),
+        IrmKmiRadarForecast(datetime="2023-12-26T17:40:00+01:00", native_precipitation=0.1, might_rain=False,
-        Forecast(datetime="2023-12-26T18:30:00+01:00", native_precipitation=0),
+                            rain_forecast_max=0, rain_forecast_min=0),
-        Forecast(datetime="2023-12-26T18:40:00+01:00", native_precipitation=0)
+        IrmKmiRadarForecast(datetime="2023-12-26T17:50:00+01:00", native_precipitation=0.01, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:00:00+01:00", native_precipitation=0.12, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:10:00+01:00", native_precipitation=1.2, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:20:00+01:00", native_precipitation=2, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:30:00+01:00", native_precipitation=0, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0),
+        IrmKmiRadarForecast(datetime="2023-12-26T18:40:00+01:00", native_precipitation=0, might_rain=False,
+                            rain_forecast_max=0, rain_forecast_min=0)
     ]
 
     assert result_service == expected[5:]