weather api working -> 2025-01-27 17:49:29

test/test_weather.py

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+import openmeteo_requests
+
+import requests_cache
+import pandas as pd
+from retry_requests import retry
+
+# Setup the Open-Meteo API client with cache and retry on error
+cache_session = requests_cache.CachedSession('.cache', expire_after = 3600)
+retry_session = retry(cache_session, retries = 5, backoff_factor = 0.2)
+openmeteo = openmeteo_requests.Client(session = retry_session)
+
+# Make sure all required weather variables are listed here
+# The order of variables in hourly or daily is important to assign them correctly below
+url = "https://api.open-meteo.com/v1/forecast"
+params = {
+	"latitude": 40.408,
+	"longitude": -3.688,
+	"current": ["temperature_2m", "is_day", "weather_code"],
+	"daily": ["weather_code", "temperature_2m_max", "temperature_2m_min"],
+	"timezone": "Europe/Madrid",
+	"forecast_days": 3
+}
+responses = openmeteo.weather_api(url, params=params)
+
+# Process first location. Add a for-loop for multiple locations or weather models
+response = responses[0]
+print(f"Coordinates {response.Latitude()}°N {response.Longitude()}°E")
+print(f"Elevation {response.Elevation()} m asl")
+print(f"Timezone {response.Timezone()} {response.TimezoneAbbreviation()}")
+print(f"Timezone difference to GMT+0 {response.UtcOffsetSeconds()} s")
+
+
+# Current values. The order of variables needs to be the same as requested.
+current = response.Current()
+
+current_temperature_2m = current.Variables(0).Value()
+
+current_is_day = current.Variables(1).Value()
+
+current_weather_code = current.Variables(2).Value()
+
+print(f"Current time {current.Time()}")
+
+print(f"Current temperature_2m {current_temperature_2m}")
+print(f"Current is_day {current_is_day}")
+print(f"Current weather_code {current_weather_code}")
+# Process daily data. The order of variables needs to be the same as requested.
+daily = response.Daily()
+daily_weather_code = daily.Variables(0).ValuesAsNumpy()
+daily_temperature_2m_max = daily.Variables(1).ValuesAsNumpy()
+daily_temperature_2m_min = daily.Variables(2).ValuesAsNumpy()
+
+daily_data = {"date": pd.date_range(
+	start = pd.to_datetime(daily.Time(), unit = "s", utc = True),
+	end = pd.to_datetime(daily.TimeEnd(), unit = "s", utc = True),
+	freq = pd.Timedelta(seconds = daily.Interval()),
+	inclusive = "left"
+)}
+
+daily_data["weather_code"] = daily_weather_code
+daily_data["temperature_2m_max"] = daily_temperature_2m_max
+daily_data["temperature_2m_min"] = daily_temperature_2m_min
+
+daily_dataframe = pd.DataFrame(data = daily_data)
+print(daily_dataframe)