Microprojet¶
- Utiliser les modules de la bibliothèque standard pour récupérer des données via un service web.
- Manipuler les dictionnaires et les chaînes de caractères
- Utiliser la bibliothèque de tracés graphiques matplotlib
- Utiliser un IDE (Spyder)
- Exécuter un fichier script
- Gérer les arguments de la ligne de commande
Exercice¶
Exploiter les données du site http://www.prevision-meteo.ch pour tracer l'évolution horaire de la température à Strasbourg aujourd'hui.
Ouverture du fichier de prévisions¶
Le site https://www.prevision-meteo.ch fournit des prévisions sous forme de fichier au format json. On veut récupérer les données relatives à Strasbourg avec la méthode urlopen()
du module urllib.request
.
%config InlineBackend.figure_format = 'retina'
%matplotlib inline
from urllib.request import urlopen
jsonfile_url = "https://www.prevision-meteo.ch/services/json/Strasbourg"
try:
f = urlopen(jsonfile_url, timeout=10) # open url
except Exception:
print("Le téléchargement a échoué : on lit une version locale.")
f = open("exos/Strasbourg.json")
Chargement du fichier json ouvert¶
La méthode json.loads()
permet de charger un fichier json comme un dictionnaire python :
import json
jsondict = json.loads(f.read()) # Read JSON file
Exploration des données¶
On commence naïvement par afficher le contenu du fichier :
print(type(jsondict))
print(jsondict)
<class 'dict'> {'city_info': {'name': 'Strasbourg', 'country': 'France', 'latitude': '48.5844421', 'longitude': '7.7558331', 'elevation': '144', 'sunrise': '08:03', 'sunset': '16:36'}, 'forecast_info': {'latitude': None, 'longitude': None, 'elevation': '136.9'}, 'current_condition': {'date': '06.12.2023', 'hour': '09:00', 'tmp': 3, 'wnd_spd': 13, 'wnd_gust': 0, 'wnd_dir': 'O', 'pressure': 1012.4, 'humidity': 87, 'condition': 'Eclaircies', 'condition_key': 'eclaircies', 'icon': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'icon_big': 'https://prevision-meteo.ch/style/images/icon/eclaircies-big.png'}, 'fcst_day_0': {'date': '06.12.2023', 'day_short': 'Mer.', 'day_long': 'Mercredi', 'tmin': 2, 'tmax': 5, 'condition': 'Eclaircies', 'condition_key': 'eclaircies', 'icon': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'icon_big': 'https://prevision-meteo.ch/style/images/icon/eclaircies-big.png', 'hourly_data': {'0H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 4, 'DPT2m': -273.2, 'WNDCHILL2m': 0.5, 'HUMIDEX': None, 'RH2m': 91, 'PRMSL': 1008.3, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 205, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '23.90', 'LCDC': '99.90', 'HGT0C': 1600, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '1H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4.1, 'DPT2m': -273.2, 'WNDCHILL2m': 0.3, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1008.4, 'APCPsfc': 0.1, 'WNDSPD10m': 17, 'WNDGUST10m': 0, 'WNDDIR10m': 208, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '1.50', 'LCDC': '99.60', 'HGT0C': 1500, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '2H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4.1, 'DPT2m': -273.2, 'WNDCHILL2m': 0.5, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1008.6, 'APCPsfc': 0.3, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 213, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '99.90', 'HGT0C': 1000, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '3H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4.2, 'DPT2m': -273.2, 'WNDCHILL2m': 0.6, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1008.6, 'APCPsfc': 0.2, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 218, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '89.90', 'HGT0C': 900, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '4H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4.2, 'DPT2m': -273.2, 'WNDCHILL2m': 0.9, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1009.3, 'APCPsfc': 0.2, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 219, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '69.80', 'HGT0C': 100, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '5H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4, 'DPT2m': -273.2, 'WNDCHILL2m': 0.7, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1009.5, 'APCPsfc': 0.3, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 222, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 100, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '6H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4, 'DPT2m': -273.2, 'WNDCHILL2m': 1.5, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1010.3, 'APCPsfc': 0.1, 'WNDSPD10m': 10, 'WNDGUST10m': 0, 'WNDDIR10m': 253, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 700, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '7H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 3.9, 'DPT2m': -273.2, 'WNDCHILL2m': 2.1, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1010.9, 'APCPsfc': 0, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 267, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 800, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '8H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 3.6, 'DPT2m': -273.2, 'WNDCHILL2m': 0.2, 'HUMIDEX': None, 'RH2m': 87, 'PRMSL': 1011.7, 'APCPsfc': 0, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 284, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 700, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '9H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 2.9, 'DPT2m': -273.2, 'WNDCHILL2m': -0.5, 'HUMIDEX': None, 'RH2m': 87, 'PRMSL': 1012.4, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 286, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 800, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '10H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 3.2, 'DPT2m': -273.2, 'WNDCHILL2m': 0.1, 'HUMIDEX': None, 'RH2m': 85, 'PRMSL': 1012.6, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 287, 'WNDDIRCARD10': 'O', 'ISSNOW': 2, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 500, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '11H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 3.9, 'DPT2m': -273.2, 'WNDCHILL2m': 0.9, 'HUMIDEX': None, 'RH2m': 81, 'PRMSL': 1012.9, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 280, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 500, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '12H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 4.7, 'DPT2m': -273.2, 'WNDCHILL2m': 1.2, 'HUMIDEX': None, 'RH2m': 77, 'PRMSL': 1013.3, 'APCPsfc': 0, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 288, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '7.00', 'HGT0C': 600, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '13H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 5.1, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 74, 'PRMSL': 1013.6, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 291, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 600, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '14H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ciel-voile.png', 'CONDITION': 'Ciel voilé', 'CONDITION_KEY': 'ciel-voile', 'TMP2m': 5.1, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 77, 'PRMSL': 1013.6, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 284, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 600, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '15H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 5, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 76, 'PRMSL': 1014, 'APCPsfc': 0, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 287, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '32.40', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 600, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '16H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 4.7, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 74, 'PRMSL': 1015.1, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 287, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '27.70', 'MCDC': '0.00', 'LCDC': '4.50', 'HGT0C': 600, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '17H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 4.3, 'DPT2m': -273.2, 'WNDCHILL2m': 1.6, 'HUMIDEX': None, 'RH2m': 75, 'PRMSL': 1015.7, 'APCPsfc': 0, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 272, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '3.40', 'MCDC': '0.00', 'LCDC': '4.20', 'HGT0C': 500, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '18H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 4.1, 'DPT2m': -273.2, 'WNDCHILL2m': 1.6, 'HUMIDEX': None, 'RH2m': 77, 'PRMSL': 1016.3, 'APCPsfc': 0, 'WNDSPD10m': 10, 'WNDGUST10m': 0, 'WNDDIR10m': 264, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '35.30', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2400, 'KINDEX': 39, 'CAPE180_0': '31.000', 'CIN180_0': -1}, '19H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 3.4, 'DPT2m': -273.2, 'WNDCHILL2m': 1, 'HUMIDEX': None, 'RH2m': 81, 'PRMSL': 1016.9, 'APCPsfc': 0, 'WNDSPD10m': 9, 'WNDGUST10m': 0, 'WNDDIR10m': 270, 'WNDDIRCARD10': 'O', 'ISSNOW': 2, 'HCDC': '21.60', 'MCDC': '0.00', 'LCDC': '66.60', 'HGT0C': 400, 'KINDEX': 42, 'CAPE180_0': '14.000', 'CIN180_0': 0}, '20H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 2.7, 'DPT2m': -273.2, 'WNDCHILL2m': 0.4, 'HUMIDEX': None, 'RH2m': 86, 'PRMSL': 1017.5, 'APCPsfc': 0, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 242, 'WNDDIRCARD10': 'SO', 'ISSNOW': 1, 'HCDC': '42.80', 'MCDC': '0.00', 'LCDC': '66.60', 'HGT0C': 200, 'KINDEX': 46, 'CAPE180_0': '16.000', 'CIN180_0': -1}, '21H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 2, 'DPT2m': -273.2, 'WNDCHILL2m': -0.1, 'HUMIDEX': None, 'RH2m': 91, 'PRMSL': 1017.8, 'APCPsfc': 0, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 221, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '50.90', 'MCDC': '0.90', 'LCDC': '100.00', 'HGT0C': 1900, 'KINDEX': 49, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '22H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 2.2, 'DPT2m': -273.2, 'WNDCHILL2m': 0.5, 'HUMIDEX': None, 'RH2m': 91, 'PRMSL': 1017.9, 'APCPsfc': 0, 'WNDSPD10m': 6, 'WNDGUST10m': 0, 'WNDDIR10m': 236, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '9.30', 'MCDC': '15.90', 'LCDC': '100.00', 'HGT0C': 600, 'KINDEX': 53, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '23H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-avec-averses.png', 'CONDITION': 'Nuit avec averses', 'CONDITION_KEY': 'nuit-avec-averses', 'TMP2m': 2.3, 'DPT2m': -273.2, 'WNDCHILL2m': 1, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1018.4, 'APCPsfc': 0.1, 'WNDSPD10m': 5, 'WNDGUST10m': 0, 'WNDDIR10m': 212, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '1.00', 'LCDC': '23.50', 'HGT0C': 1900, 'KINDEX': 55, 'CAPE180_0': '0.000', 'CIN180_0': 0}}}, 'fcst_day_1': {'date': '07.12.2023', 'day_short': 'Jeu.', 'day_long': 'Jeudi', 'tmin': -1, 'tmax': 4, 'condition': 'Ensoleillé', 'condition_key': 'ensoleille', 'icon': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'icon_big': 'https://prevision-meteo.ch/style/images/icon/ensoleille-big.png', 'hourly_data': {'0H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 1.6, 'DPT2m': -273.2, 'WNDCHILL2m': -0.5, 'HUMIDEX': None, 'RH2m': 95, 'PRMSL': 1018.4, 'APCPsfc': 0.7, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 189, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '33.30', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 1700, 'KINDEX': 55, 'CAPE180_0': '4.000', 'CIN180_0': 0}, '1H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 1.2, 'DPT2m': -273.2, 'WNDCHILL2m': -1.3, 'HUMIDEX': None, 'RH2m': 97, 'PRMSL': 1018.4, 'APCPsfc': 0.5, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 197, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '50.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 700, 'KINDEX': 55, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '2H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 1.4, 'DPT2m': -273.2, 'WNDCHILL2m': -0.8, 'HUMIDEX': None, 'RH2m': 97, 'PRMSL': 1019.3, 'APCPsfc': 0, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 213, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '31.50', 'MCDC': '32.60', 'LCDC': '0.00', 'HGT0C': 600, 'KINDEX': 54, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '3H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 1.4, 'DPT2m': -273.2, 'WNDCHILL2m': -1.1, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1019, 'APCPsfc': 0, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 187, 'WNDDIRCARD10': 'S', 'ISSNOW': 1, 'HCDC': '19.90', 'MCDC': '8.30', 'LCDC': '1.30', 'HGT0C': 200, 'KINDEX': 54, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '4H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 1.3, 'DPT2m': -273.2, 'WNDCHILL2m': -1.8, 'HUMIDEX': None, 'RH2m': 90, 'PRMSL': 1019, 'APCPsfc': 0, 'WNDSPD10m': 10, 'WNDGUST10m': 0, 'WNDDIR10m': 205, 'WNDDIRCARD10': 'SO', 'ISSNOW': 2, 'HCDC': '29.20', 'MCDC': '4.80', 'LCDC': '0.00', 'HGT0C': 400, 'KINDEX': 53, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '5H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 1.1, 'DPT2m': -273.2, 'WNDCHILL2m': -1.4, 'HUMIDEX': None, 'RH2m': 90, 'PRMSL': 1019.8, 'APCPsfc': 0, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 219, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.50', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2300, 'KINDEX': 52, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '6H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 0.7, 'DPT2m': -273.2, 'WNDCHILL2m': -1.2, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1020.2, 'APCPsfc': 0, 'WNDSPD10m': 6, 'WNDGUST10m': 0, 'WNDDIR10m': 225, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2800, 'KINDEX': 50, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '7H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 0, 'DPT2m': -273.2, 'WNDCHILL2m': 0, 'HUMIDEX': None, 'RH2m': 96, 'PRMSL': 1020, 'APCPsfc': 0, 'WNDSPD10m': 4, 'WNDGUST10m': 0, 'WNDDIR10m': 180, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '46.80', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 1600, 'KINDEX': 46, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '8H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': -0.5, 'DPT2m': -273.2, 'WNDCHILL2m': -2.6, 'HUMIDEX': None, 'RH2m': 96, 'PRMSL': 1019.8, 'APCPsfc': 0, 'WNDSPD10m': 6, 'WNDGUST10m': 0, 'WNDDIR10m': 173, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 1600, 'KINDEX': 39, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '9H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': -0.4, 'DPT2m': -273.2, 'WNDCHILL2m': -2.5, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1020, 'APCPsfc': 0, 'WNDSPD10m': 6, 'WNDGUST10m': 0, 'WNDDIR10m': 207, 'WNDDIRCARD10': 'SO', 'ISSNOW': 1, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 200, 'KINDEX': 36, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '10H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 0.4, 'DPT2m': -273.2, 'WNDCHILL2m': -1.1, 'HUMIDEX': None, 'RH2m': 86, 'PRMSL': 1020.1, 'APCPsfc': 0, 'WNDSPD10m': 5, 'WNDGUST10m': 0, 'WNDDIR10m': 222, 'WNDDIRCARD10': 'SO', 'ISSNOW': 1, 'HCDC': '35.00', 'MCDC': '56.30', 'LCDC': '0.00', 'HGT0C': 300, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '11H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 1.5, 'DPT2m': -273.2, 'WNDCHILL2m': 1.5, 'HUMIDEX': None, 'RH2m': 81, 'PRMSL': 1019.6, 'APCPsfc': 0, 'WNDSPD10m': 4, 'WNDGUST10m': 0, 'WNDDIR10m': 180, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '15.10', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 3000, 'KINDEX': 32, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '12H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 2.6, 'DPT2m': -273.2, 'WNDCHILL2m': 1.4, 'HUMIDEX': None, 'RH2m': 75, 'PRMSL': 1018.6, 'APCPsfc': 0, 'WNDSPD10m': 5, 'WNDGUST10m': 0, 'WNDDIR10m': 150, 'WNDDIRCARD10': 'SE', 'ISSNOW': 0, 'HCDC': '51.50', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 3100, 'KINDEX': 26, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '13H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 3.4, 'DPT2m': -273.2, 'WNDCHILL2m': 2.3, 'HUMIDEX': None, 'RH2m': 71, 'PRMSL': 1017.5, 'APCPsfc': 0, 'WNDSPD10m': 5, 'WNDGUST10m': 0, 'WNDDIR10m': 135, 'WNDDIRCARD10': 'SE', 'ISSNOW': 2, 'HCDC': '51.50', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 500, 'KINDEX': 21, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '14H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ciel-voile.png', 'CONDITION': 'Ciel voilé', 'CONDITION_KEY': 'ciel-voile', 'TMP2m': 4.1, 'DPT2m': -273.2, 'WNDCHILL2m': 4.1, 'HUMIDEX': None, 'RH2m': 67, 'PRMSL': 1016.4, 'APCPsfc': 0, 'WNDSPD10m': 4, 'WNDGUST10m': 0, 'WNDDIR10m': 127, 'WNDDIRCARD10': 'SE', 'ISSNOW': 0, 'HCDC': '91.20', 'MCDC': '30.50', 'LCDC': '0.00', 'HGT0C': 200, 'KINDEX': 16, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '15H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ciel-voile.png', 'CONDITION': 'Ciel voilé', 'CONDITION_KEY': 'ciel-voile', 'TMP2m': 4.2, 'DPT2m': -273.2, 'WNDCHILL2m': 4.2, 'HUMIDEX': None, 'RH2m': 66, 'PRMSL': 1016.1, 'APCPsfc': 0, 'WNDSPD10m': 2, 'WNDGUST10m': 0, 'WNDDIR10m': 171, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '96.30', 'LCDC': '0.00', 'HGT0C': 2500, 'KINDEX': 14, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '16H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ciel-voile.png', 'CONDITION': 'Ciel voilé', 'CONDITION_KEY': 'ciel-voile', 'TMP2m': 3.8, 'DPT2m': -273.2, 'WNDCHILL2m': 3.8, 'HUMIDEX': None, 'RH2m': 71, 'PRMSL': 1015.6, 'APCPsfc': 0, 'WNDSPD10m': 4, 'WNDGUST10m': 0, 'WNDDIR10m': 96, 'WNDDIRCARD10': 'E', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '100.00', 'LCDC': '0.00', 'HGT0C': 2800, 'KINDEX': 11, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '17H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-legerement-voilee.png', 'CONDITION': 'Nuit légèrement voilée', 'CONDITION_KEY': 'nuit-legerement-voilee', 'TMP2m': 2.4, 'DPT2m': -273.2, 'WNDCHILL2m': 1.1, 'HUMIDEX': None, 'RH2m': 77, 'PRMSL': 1014.7, 'APCPsfc': 0, 'WNDSPD10m': 5, 'WNDGUST10m': 0, 'WNDDIR10m': 82, 'WNDDIRCARD10': 'E', 'ISSNOW': 1, 'HCDC': '100.00', 'MCDC': '99.20', 'LCDC': '0.00', 'HGT0C': 100, 'KINDEX': 8, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '18H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-legerement-voilee.png', 'CONDITION': 'Nuit légèrement voilée', 'CONDITION_KEY': 'nuit-legerement-voilee', 'TMP2m': 1.2, 'DPT2m': -273.2, 'WNDCHILL2m': 1.2, 'HUMIDEX': None, 'RH2m': 80, 'PRMSL': 1014.6, 'APCPsfc': 0, 'WNDSPD10m': 1, 'WNDGUST10m': 0, 'WNDDIR10m': 194, 'WNDDIRCARD10': 'S', 'ISSNOW': 1, 'HCDC': '100.00', 'MCDC': '100.00', 'LCDC': '0.00', 'HGT0C': 0, 'KINDEX': 6, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '19H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-legerement-voilee.png', 'CONDITION': 'Nuit légèrement voilée', 'CONDITION_KEY': 'nuit-legerement-voilee', 'TMP2m': 0, 'DPT2m': -273.2, 'WNDCHILL2m': 0, 'HUMIDEX': None, 'RH2m': 82, 'PRMSL': 1014, 'APCPsfc': 0, 'WNDSPD10m': 4, 'WNDGUST10m': 0, 'WNDDIR10m': 110, 'WNDDIRCARD10': 'E', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '100.00', 'LCDC': '0.00', 'HGT0C': 2600, 'KINDEX': 8, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '20H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-legerement-voilee.png', 'CONDITION': 'Nuit légèrement voilée', 'CONDITION_KEY': 'nuit-legerement-voilee', 'TMP2m': -0.8, 'DPT2m': -273.2, 'WNDCHILL2m': -0.8, 'HUMIDEX': None, 'RH2m': 81, 'PRMSL': 1013.5, 'APCPsfc': 0, 'WNDSPD10m': 3, 'WNDGUST10m': 0, 'WNDDIR10m': 139, 'WNDDIRCARD10': 'SE', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '100.00', 'LCDC': '76.80', 'HGT0C': 1700, 'KINDEX': 9, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '21H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-legerement-voilee.png', 'CONDITION': 'Nuit légèrement voilée', 'CONDITION_KEY': 'nuit-legerement-voilee', 'TMP2m': -1.1, 'DPT2m': -273.2, 'WNDCHILL2m': -1.1, 'HUMIDEX': None, 'RH2m': 78, 'PRMSL': 1013.1, 'APCPsfc': 0, 'WNDSPD10m': 3, 'WNDGUST10m': 0, 'WNDDIR10m': 159, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '100.00', 'LCDC': '99.90', 'HGT0C': 1700, 'KINDEX': 13, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '22H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-legerement-voilee.png', 'CONDITION': 'Nuit légèrement voilée', 'CONDITION_KEY': 'nuit-legerement-voilee', 'TMP2m': -0.9, 'DPT2m': -273.2, 'WNDCHILL2m': -0.9, 'HUMIDEX': None, 'RH2m': 74, 'PRMSL': 1012.1, 'APCPsfc': 0, 'WNDSPD10m': 3, 'WNDGUST10m': 0, 'WNDDIR10m': 167, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '100.00', 'LCDC': '99.90', 'HGT0C': 2300, 'KINDEX': 16, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '23H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-legerement-voilee.png', 'CONDITION': 'Nuit légèrement voilée', 'CONDITION_KEY': 'nuit-legerement-voilee', 'TMP2m': -0.5, 'DPT2m': -273.2, 'WNDCHILL2m': -0.5, 'HUMIDEX': None, 'RH2m': 72, 'PRMSL': 1011.1, 'APCPsfc': 0, 'WNDSPD10m': 4, 'WNDGUST10m': 0, 'WNDDIR10m': 202, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '100.00', 'LCDC': '99.90', 'HGT0C': 1500, 'KINDEX': 16, 'CAPE180_0': '0.000', 'CIN180_0': 0}}}, 'fcst_day_2': {'date': '08.12.2023', 'day_short': 'Ven.', 'day_long': 'Vendredi', 'tmin': 0, 'tmax': 6, 'condition': 'Eclaircies', 'condition_key': 'eclaircies', 'icon': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'icon_big': 'https://prevision-meteo.ch/style/images/icon/eclaircies-big.png', 'hourly_data': {'0H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 0, 'DPT2m': -273.2, 'WNDCHILL2m': -1.6, 'HUMIDEX': None, 'RH2m': 71, 'PRMSL': 1010.4, 'APCPsfc': 0, 'WNDSPD10m': 5, 'WNDGUST10m': 0, 'WNDDIR10m': 152, 'WNDDIRCARD10': 'SE', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '100.00', 'LCDC': '99.90', 'HGT0C': 2200, 'KINDEX': 16, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '1H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 0.8, 'DPT2m': -273.2, 'WNDCHILL2m': -1.5, 'HUMIDEX': None, 'RH2m': 68, 'PRMSL': 1009.8, 'APCPsfc': 0, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 148, 'WNDDIRCARD10': 'SE', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '100.00', 'LCDC': '99.90', 'HGT0C': 1500, 'KINDEX': 18, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '2H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 1.4, 'DPT2m': -273.2, 'WNDCHILL2m': -0.8, 'HUMIDEX': None, 'RH2m': 66, 'PRMSL': 1008.8, 'APCPsfc': 0, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 144, 'WNDDIRCARD10': 'SE', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '96.00', 'LCDC': '98.30', 'HGT0C': 1900, 'KINDEX': 24, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '3H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 1.9, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 67, 'PRMSL': 1008.3, 'APCPsfc': 0, 'WNDSPD10m': 3, 'WNDGUST10m': 0, 'WNDDIR10m': 124, 'WNDDIRCARD10': 'SE', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '1.50', 'LCDC': '99.80', 'HGT0C': 1700, 'KINDEX': 25, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '4H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 2.2, 'DPT2m': -273.2, 'WNDCHILL2m': 2.2, 'HUMIDEX': None, 'RH2m': 67, 'PRMSL': 1007.9, 'APCPsfc': 0, 'WNDSPD10m': 2, 'WNDGUST10m': 0, 'WNDDIR10m': 112, 'WNDDIRCARD10': 'E', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '99.90', 'HGT0C': 1700, 'KINDEX': 24, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '5H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-avec-averses.png', 'CONDITION': 'Nuit avec averses', 'CONDITION_KEY': 'nuit-avec-averses', 'TMP2m': 2.6, 'DPT2m': -273.2, 'WNDCHILL2m': 2.6, 'HUMIDEX': None, 'RH2m': 72, 'PRMSL': 1007.6, 'APCPsfc': 0.1, 'WNDSPD10m': 3, 'WNDGUST10m': 0, 'WNDDIR10m': 146, 'WNDDIRCARD10': 'SE', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '99.30', 'HGT0C': 1500, 'KINDEX': 25, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '6H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-avec-averses.png', 'CONDITION': 'Nuit avec averses', 'CONDITION_KEY': 'nuit-avec-averses', 'TMP2m': 2.9, 'DPT2m': -273.2, 'WNDCHILL2m': 0.7, 'HUMIDEX': None, 'RH2m': 82, 'PRMSL': 1006.3, 'APCPsfc': 0.4, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 137, 'WNDDIRCARD10': 'SE', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '99.90', 'HGT0C': 1600, 'KINDEX': 26, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '7H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-avec-averses.png', 'CONDITION': 'Nuit avec averses', 'CONDITION_KEY': 'nuit-avec-averses', 'TMP2m': 2.9, 'DPT2m': -273.2, 'WNDCHILL2m': 1, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1006.1, 'APCPsfc': 0.7, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 210, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '76.70', 'MCDC': '0.00', 'LCDC': '10.80', 'HGT0C': 2000, 'KINDEX': 25, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '8H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-avec-averses.png', 'CONDITION': 'Nuit avec averses', 'CONDITION_KEY': 'nuit-avec-averses', 'TMP2m': 2.9, 'DPT2m': -273.2, 'WNDCHILL2m': 0.4, 'HUMIDEX': None, 'RH2m': 98, 'PRMSL': 1006.3, 'APCPsfc': 1.4, 'WNDSPD10m': 9, 'WNDGUST10m': 0, 'WNDDIR10m': 203, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '80.40', 'HGT0C': 1600, 'KINDEX': 25, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '9H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-moderee.png', 'CONDITION': 'Pluie modérée', 'CONDITION_KEY': 'pluie-moderee', 'TMP2m': 3.2, 'DPT2m': -273.2, 'WNDCHILL2m': 0.1, 'HUMIDEX': None, 'RH2m': 98, 'PRMSL': 1006.1, 'APCPsfc': 1.5, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 194, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '28.70', 'MCDC': '0.00', 'LCDC': '2.30', 'HGT0C': 1700, 'KINDEX': 26, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '10H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-moderee.png', 'CONDITION': 'Pluie modérée', 'CONDITION_KEY': 'pluie-moderee', 'TMP2m': 4, 'DPT2m': -273.2, 'WNDCHILL2m': 0.4, 'HUMIDEX': None, 'RH2m': 98, 'PRMSL': 1005.9, 'APCPsfc': 2.1, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 202, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '20.70', 'MCDC': '0.00', 'LCDC': '1.60', 'HGT0C': 1600, 'KINDEX': 26, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '11H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/averses-de-pluie-faible.png', 'CONDITION': 'Averses de pluie faible', 'CONDITION_KEY': 'averses-de-pluie-faible', 'TMP2m': 4.7, 'DPT2m': -273.2, 'WNDCHILL2m': 1.1, 'HUMIDEX': None, 'RH2m': 97, 'PRMSL': 1006.4, 'APCPsfc': 1.7, 'WNDSPD10m': 17, 'WNDGUST10m': 0, 'WNDDIR10m': 208, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '75.30', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 400, 'KINDEX': 28, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '12H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/averses-de-pluie-faible.png', 'CONDITION': 'Averses de pluie faible', 'CONDITION_KEY': 'averses-de-pluie-faible', 'TMP2m': 5, 'DPT2m': -273.2, 'WNDCHILL2m': 1.7, 'HUMIDEX': None, 'RH2m': 96, 'PRMSL': 1006, 'APCPsfc': 1, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 208, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '36.00', 'MCDC': '0.00', 'LCDC': '99.40', 'HGT0C': 1600, 'KINDEX': 30, 'CAPE180_0': '12.000', 'CIN180_0': 0}, '13H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/averses-de-pluie-faible.png', 'CONDITION': 'Averses de pluie faible', 'CONDITION_KEY': 'averses-de-pluie-faible', 'TMP2m': 5.2, 'DPT2m': -273.2, 'WNDCHILL2m': 2.3, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1005.5, 'APCPsfc': 0.1, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 216, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '16.70', 'HGT0C': 1500, 'KINDEX': 34, 'CAPE180_0': '7.008', 'CIN180_0': 0}, '14H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 5.4, 'DPT2m': -273.2, 'WNDCHILL2m': 3.1, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1006.1, 'APCPsfc': 0, 'WNDSPD10m': 10, 'WNDGUST10m': 0, 'WNDDIR10m': 231, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '17.90', 'HGT0C': 1500, 'KINDEX': 39, 'CAPE180_0': '2.000', 'CIN180_0': 0}, '15H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 5.6, 'DPT2m': -273.2, 'WNDCHILL2m': 4.4, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1006.8, 'APCPsfc': 0, 'WNDSPD10m': 6, 'WNDGUST10m': 0, 'WNDDIR10m': 270, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '3.40', 'HGT0C': 1500, 'KINDEX': 40, 'CAPE180_0': '7.008', 'CIN180_0': 0}, '16H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 5.6, 'DPT2m': -273.2, 'WNDCHILL2m': 4.1, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1007.5, 'APCPsfc': 0, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 276, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '1.70', 'HGT0C': 1300, 'KINDEX': 40, 'CAPE180_0': '9.008', 'CIN180_0': 0}, '17H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 5.4, 'DPT2m': -273.2, 'WNDCHILL2m': 4.5, 'HUMIDEX': None, 'RH2m': 95, 'PRMSL': 1008.4, 'APCPsfc': 0, 'WNDSPD10m': 5, 'WNDGUST10m': 0, 'WNDDIR10m': 270, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 1300, 'KINDEX': 39, 'CAPE180_0': '10.000', 'CIN180_0': 0}, '18H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 5.3, 'DPT2m': -273.2, 'WNDCHILL2m': 4.4, 'HUMIDEX': None, 'RH2m': 97, 'PRMSL': 1009.3, 'APCPsfc': 0, 'WNDSPD10m': 5, 'WNDGUST10m': 0, 'WNDDIR10m': 241, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '1.60', 'MCDC': '0.00', 'LCDC': '3.00', 'HGT0C': 1200, 'KINDEX': 38, 'CAPE180_0': '19.000', 'CIN180_0': 0}, '19H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 5.2, 'DPT2m': -273.2, 'WNDCHILL2m': 4, 'HUMIDEX': None, 'RH2m': 98, 'PRMSL': 1009.8, 'APCPsfc': 0, 'WNDSPD10m': 6, 'WNDGUST10m': 0, 'WNDDIR10m': 204, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '50.00', 'MCDC': '75.60', 'LCDC': '4.40', 'HGT0C': 1300, 'KINDEX': 37, 'CAPE180_0': '25.008', 'CIN180_0': 0}, '20H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 5.1, 'DPT2m': -273.2, 'WNDCHILL2m': 3.8, 'HUMIDEX': None, 'RH2m': 99, 'PRMSL': 1010.6, 'APCPsfc': 0.1, 'WNDSPD10m': 6, 'WNDGUST10m': 0, 'WNDDIR10m': 214, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '45.20', 'MCDC': '84.30', 'LCDC': '0.00', 'HGT0C': 1500, 'KINDEX': 37, 'CAPE180_0': '18.000', 'CIN180_0': 0}, '21H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 5, 'DPT2m': -273.2, 'WNDCHILL2m': 3.1, 'HUMIDEX': None, 'RH2m': 99, 'PRMSL': 1011.1, 'APCPsfc': 0, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 230, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '2.10', 'MCDC': '1.20', 'LCDC': '0.00', 'HGT0C': 1500, 'KINDEX': 37, 'CAPE180_0': '6.000', 'CIN180_0': -3}, '22H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 4.5, 'DPT2m': -273.2, 'WNDCHILL2m': 2.5, 'HUMIDEX': None, 'RH2m': 99, 'PRMSL': 1011.4, 'APCPsfc': 0, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 234, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '3.10', 'HGT0C': 1400, 'KINDEX': 38, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '23H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 3.4, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 100, 'PRMSL': 1011.9, 'APCPsfc': 0, 'WNDSPD10m': 6, 'WNDGUST10m': 0, 'WNDDIR10m': 204, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '4.70', 'HGT0C': 1300, 'KINDEX': 39, 'CAPE180_0': '0.000', 'CIN180_0': 0}}}, 'fcst_day_3': {'date': '09.12.2023', 'day_short': 'Sam.', 'day_long': 'Samedi', 'tmin': 3, 'tmax': 8, 'condition': 'Eclaircies', 'condition_key': 'eclaircies', 'icon': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'icon_big': 'https://prevision-meteo.ch/style/images/icon/eclaircies-big.png', 'hourly_data': {'0H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-bien-degagee.png', 'CONDITION': 'Nuit bien dégagée', 'CONDITION_KEY': 'nuit-bien-degagee', 'TMP2m': 3.6, 'DPT2m': -273.2, 'WNDCHILL2m': 1.5, 'HUMIDEX': None, 'RH2m': 100, 'PRMSL': 1012.3, 'APCPsfc': 0, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 180, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '7.90', 'HGT0C': 1500, 'KINDEX': 40, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '1H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-bien-degagee.png', 'CONDITION': 'Nuit bien dégagée', 'CONDITION_KEY': 'nuit-bien-degagee', 'TMP2m': 3.8, 'DPT2m': -273.2, 'WNDCHILL2m': 1.7, 'HUMIDEX': None, 'RH2m': 97, 'PRMSL': 1012.6, 'APCPsfc': 0, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 198, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '8.40', 'HGT0C': 1500, 'KINDEX': 41, 'CAPE180_0': '13.000', 'CIN180_0': 0}, '2H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 4.2, 'DPT2m': -273.2, 'WNDCHILL2m': 1.5, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1013.1, 'APCPsfc': 0, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 205, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '1.60', 'HGT0C': 1900, 'KINDEX': 42, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '3H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 3.9, 'DPT2m': -273.2, 'WNDCHILL2m': 1.3, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1013.9, 'APCPsfc': 0, 'WNDSPD10m': 10, 'WNDGUST10m': 0, 'WNDDIR10m': 202, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '4.90', 'HGT0C': 2300, 'KINDEX': 42, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '4H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 3.5, 'DPT2m': -273.2, 'WNDCHILL2m': 1.1, 'HUMIDEX': None, 'RH2m': 96, 'PRMSL': 1014.3, 'APCPsfc': 0, 'WNDSPD10m': 9, 'WNDGUST10m': 0, 'WNDDIR10m': 198, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '99.90', 'HGT0C': 2300, 'KINDEX': 42, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '5H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 4, 'DPT2m': -273.2, 'WNDCHILL2m': 1.7, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1014.7, 'APCPsfc': 0, 'WNDSPD10m': 9, 'WNDGUST10m': 0, 'WNDDIR10m': 201, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2500, 'KINDEX': 41, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '6H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 4, 'DPT2m': -273.2, 'WNDCHILL2m': 1, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1014.8, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 187, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2100, 'KINDEX': 40, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '7H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 3.8, 'DPT2m': -273.2, 'WNDCHILL2m': 0.6, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1014.9, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 191, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '1.20', 'MCDC': '0.00', 'LCDC': '1.30', 'HGT0C': 2200, 'KINDEX': 40, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '8H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 3.1, 'DPT2m': -273.2, 'WNDCHILL2m': -0.2, 'HUMIDEX': None, 'RH2m': 95, 'PRMSL': 1015.3, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 200, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '12.90', 'MCDC': '0.00', 'LCDC': '42.70', 'HGT0C': 2400, 'KINDEX': 39, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '9H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 3.5, 'DPT2m': -273.2, 'WNDCHILL2m': 0.1, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1015.5, 'APCPsfc': 0, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 192, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '99.20', 'LCDC': '17.70', 'HGT0C': 900, 'KINDEX': 39, 'CAPE180_0': '7.000', 'CIN180_0': 0}, '10H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 4.4, 'DPT2m': -273.2, 'WNDCHILL2m': 1.2, 'HUMIDEX': None, 'RH2m': 89, 'PRMSL': 1015.3, 'APCPsfc': 0, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 200, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '15.00', 'MCDC': '58.00', 'LCDC': '2.90', 'HGT0C': 1000, 'KINDEX': 38, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '11H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 6, 'DPT2m': -273.2, 'WNDCHILL2m': 3.3, 'HUMIDEX': None, 'RH2m': 84, 'PRMSL': 1015.5, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 205, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '80.50', 'MCDC': '87.30', 'LCDC': '1.50', 'HGT0C': 1000, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '12H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 7.2, 'DPT2m': -273.2, 'WNDCHILL2m': 4.8, 'HUMIDEX': None, 'RH2m': 80, 'PRMSL': 1015.1, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 189, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '99.80', 'LCDC': '21.50', 'HGT0C': 1100, 'KINDEX': 32, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '13H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 8.1, 'DPT2m': -273.2, 'WNDCHILL2m': 5.6, 'HUMIDEX': None, 'RH2m': 75, 'PRMSL': 1014.8, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 194, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '68.40', 'MCDC': '100.00', 'LCDC': '5.20', 'HGT0C': 1100, 'KINDEX': 30, 'CAPE180_0': '7.000', 'CIN180_0': 0}, '14H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/faiblement-nuageux.png', 'CONDITION': 'Faiblement nuageux', 'CONDITION_KEY': 'faiblement-nuageux', 'TMP2m': 8.3, 'DPT2m': -273.2, 'WNDCHILL2m': 5.8, 'HUMIDEX': None, 'RH2m': 72, 'PRMSL': 1014.3, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 191, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '100.00', 'LCDC': '89.80', 'HGT0C': 1100, 'KINDEX': 30, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '15H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/faiblement-nuageux.png', 'CONDITION': 'Faiblement nuageux', 'CONDITION_KEY': 'faiblement-nuageux', 'TMP2m': 8.1, 'DPT2m': -273.2, 'WNDCHILL2m': 5.4, 'HUMIDEX': None, 'RH2m': 75, 'PRMSL': 1014.3, 'APCPsfc': 0, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 194, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '100.00', 'LCDC': '98.50', 'HGT0C': 1300, 'KINDEX': 30, 'CAPE180_0': '4.000', 'CIN180_0': 0}, '16H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/faiblement-nuageux.png', 'CONDITION': 'Faiblement nuageux', 'CONDITION_KEY': 'faiblement-nuageux', 'TMP2m': 7.2, 'DPT2m': -273.2, 'WNDCHILL2m': 4.8, 'HUMIDEX': None, 'RH2m': 82, 'PRMSL': 1014.3, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 196, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '99.90', 'LCDC': '99.90', 'HGT0C': 1200, 'KINDEX': 31, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '17H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/faiblement-nuageux.png', 'CONDITION': 'Faiblement nuageux', 'CONDITION_KEY': 'faiblement-nuageux', 'TMP2m': 5.7, 'DPT2m': -273.2, 'WNDCHILL2m': 3.1, 'HUMIDEX': None, 'RH2m': 89, 'PRMSL': 1014.3, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 184, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '99.90', 'LCDC': '99.90', 'HGT0C': 1300, 'KINDEX': 32, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '18H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/faiblement-nuageux.png', 'CONDITION': 'Faiblement nuageux', 'CONDITION_KEY': 'faiblement-nuageux', 'TMP2m': 4.4, 'DPT2m': -273.2, 'WNDCHILL2m': 1.5, 'HUMIDEX': None, 'RH2m': 91, 'PRMSL': 1014.1, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 173, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '100.00', 'LCDC': '99.90', 'HGT0C': 500, 'KINDEX': 28, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '19H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/faiblement-nuageux.png', 'CONDITION': 'Faiblement nuageux', 'CONDITION_KEY': 'faiblement-nuageux', 'TMP2m': 3.5, 'DPT2m': -273.2, 'WNDCHILL2m': 0.6, 'HUMIDEX': None, 'RH2m': 90, 'PRMSL': 1014.1, 'APCPsfc': 0, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 182, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '100.00', 'LCDC': '86.40', 'HGT0C': 2900, 'KINDEX': 22, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '20H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 3, 'DPT2m': -273.2, 'WNDCHILL2m': 0, 'HUMIDEX': None, 'RH2m': 89, 'PRMSL': 1013.8, 'APCPsfc': 0, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 184, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '3.20', 'LCDC': '99.90', 'HGT0C': 2500, 'KINDEX': 19, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '21H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 2.8, 'DPT2m': -273.2, 'WNDCHILL2m': -0.6, 'HUMIDEX': None, 'RH2m': 88, 'PRMSL': 1013, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 182, 'WNDDIRCARD10': 'S', 'ISSNOW': 2, 'HCDC': '7.40', 'MCDC': '99.90', 'LCDC': '98.70', 'HGT0C': 400, 'KINDEX': 18, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '22H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 2.7, 'DPT2m': -273.2, 'WNDCHILL2m': -0.7, 'HUMIDEX': None, 'RH2m': 86, 'PRMSL': 1012.4, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 196, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '34.20', 'LCDC': '99.90', 'HGT0C': 2400, 'KINDEX': 20, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '23H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 3.4, 'DPT2m': -273.2, 'WNDCHILL2m': -0.2, 'HUMIDEX': None, 'RH2m': 83, 'PRMSL': 1011.7, 'APCPsfc': 0.1, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 191, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '21.40', 'HGT0C': 2800, 'KINDEX': 25, 'CAPE180_0': '0.000', 'CIN180_0': 0}}}, 'fcst_day_4': {'date': '10.12.2023', 'day_short': 'Dim.', 'day_long': 'Dimanche', 'tmin': 5, 'tmax': 11, 'condition': 'Ensoleillé', 'condition_key': 'ensoleille', 'icon': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'icon_big': 'https://prevision-meteo.ch/style/images/icon/ensoleille-big.png', 'hourly_data': {'0H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-moderee.png', 'CONDITION': 'Pluie modérée', 'CONDITION_KEY': 'pluie-moderee', 'TMP2m': 3.7, 'DPT2m': -273.2, 'WNDCHILL2m': -0.3, 'HUMIDEX': None, 'RH2m': 86, 'PRMSL': 1010.8, 'APCPsfc': 1.8, 'WNDSPD10m': 18, 'WNDGUST10m': 0, 'WNDDIR10m': 183, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '99.90', 'HGT0C': 200, 'KINDEX': 29, 'CAPE180_0': '1.000', 'CIN180_0': 0}, '1H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-moderee.png', 'CONDITION': 'Pluie modérée', 'CONDITION_KEY': 'pluie-moderee', 'TMP2m': 4.3, 'DPT2m': -273.2, 'WNDCHILL2m': 0.6, 'HUMIDEX': None, 'RH2m': 90, 'PRMSL': 1010, 'APCPsfc': 1.1, 'WNDSPD10m': 17, 'WNDGUST10m': 0, 'WNDDIR10m': 193, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '77.70', 'HGT0C': 1900, 'KINDEX': 30, 'CAPE180_0': '65.000', 'CIN180_0': 0}, '2H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-avec-averses.png', 'CONDITION': 'Nuit avec averses', 'CONDITION_KEY': 'nuit-avec-averses', 'TMP2m': 4.9, 'DPT2m': -273.2, 'WNDCHILL2m': 1.5, 'HUMIDEX': None, 'RH2m': 95, 'PRMSL': 1009.6, 'APCPsfc': 1.8, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 196, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '11.10', 'LCDC': '13.00', 'HGT0C': 2300, 'KINDEX': 32, 'CAPE180_0': '20.000', 'CIN180_0': -76}, '3H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-avec-averses.png', 'CONDITION': 'Nuit avec averses', 'CONDITION_KEY': 'nuit-avec-averses', 'TMP2m': 5.7, 'DPT2m': -273.2, 'WNDCHILL2m': 2.6, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1009.9, 'APCPsfc': 0.5, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 200, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2400, 'KINDEX': 35, 'CAPE180_0': '60.000', 'CIN180_0': -2}, '4H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 6.4, 'DPT2m': -273.2, 'WNDCHILL2m': 4.1, 'HUMIDEX': None, 'RH2m': 96, 'PRMSL': 1010.5, 'APCPsfc': 0.3, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 211, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2600, 'KINDEX': 38, 'CAPE180_0': '91.000', 'CIN180_0': 0}, '5H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 7.3, 'DPT2m': -273.2, 'WNDCHILL2m': 5.4, 'HUMIDEX': None, 'RH2m': 96, 'PRMSL': 1011.8, 'APCPsfc': 0.1, 'WNDSPD10m': 10, 'WNDGUST10m': 0, 'WNDDIR10m': 240, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2200, 'KINDEX': 37, 'CAPE180_0': '61.000', 'CIN180_0': -3}, '6H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 7.7, 'DPT2m': -273.2, 'WNDCHILL2m': 6.6, 'HUMIDEX': None, 'RH2m': 96, 'PRMSL': 1013, 'APCPsfc': 0, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 255, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2600, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '7H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 9.4, 'DPT2m': -273.2, 'WNDCHILL2m': 7.4, 'HUMIDEX': None, 'RH2m': 99, 'PRMSL': 1014.3, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 265, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 2600, 'KINDEX': 31, 'CAPE180_0': '15.008', 'CIN180_0': 0}, '8H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 9.2, 'DPT2m': -273.2, 'WNDCHILL2m': 7.3, 'HUMIDEX': None, 'RH2m': 98, 'PRMSL': 1015.5, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 261, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '27.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 3000, 'KINDEX': 31, 'CAPE180_0': '17.008', 'CIN180_0': 0}, '9H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 9.4, 'DPT2m': -273.2, 'WNDCHILL2m': 7.7, 'HUMIDEX': None, 'RH2m': 97, 'PRMSL': 1016.5, 'APCPsfc': 0, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 253, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '34.60', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 500, 'KINDEX': 32, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '10H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 9.9, 'DPT2m': -273.2, 'WNDCHILL2m': 8.2, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1017.2, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 249, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '24.40', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 700, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '11H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 10.4, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 87, 'PRMSL': 1017.8, 'APCPsfc': 0, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 255, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '20.30', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 200, 'KINDEX': 36, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '12H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 10.7, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 84, 'PRMSL': 1018.2, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 251, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '14.50', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 600, 'KINDEX': 39, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '13H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ciel-voile.png', 'CONDITION': 'Ciel voilé', 'CONDITION_KEY': 'ciel-voile', 'TMP2m': 11.1, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 82, 'PRMSL': 1018.4, 'APCPsfc': 0, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 243, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 400, 'KINDEX': 41, 'CAPE180_0': '7.008', 'CIN180_0': 0}, '14H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ciel-voile.png', 'CONDITION': 'Ciel voilé', 'CONDITION_KEY': 'ciel-voile', 'TMP2m': 11.5, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 82, 'PRMSL': 1018.8, 'APCPsfc': 0, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 244, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 100, 'KINDEX': 40, 'CAPE180_0': '7.008', 'CIN180_0': 0}, '15H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 11.5, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 83, 'PRMSL': 1019, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 242, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '45.20', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2900, 'KINDEX': 40, 'CAPE180_0': '4.000', 'CIN180_0': 0}, '16H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ciel-voile.png', 'CONDITION': 'Ciel voilé', 'CONDITION_KEY': 'ciel-voile', 'TMP2m': 11, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 87, 'PRMSL': 1019.2, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 237, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 3000, 'KINDEX': 41, 'CAPE180_0': '3.008', 'CIN180_0': 0}, '17H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-legerement-voilee.png', 'CONDITION': 'Nuit légèrement voilée', 'CONDITION_KEY': 'nuit-legerement-voilee', 'TMP2m': 10.2, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 91, 'PRMSL': 1019.7, 'APCPsfc': 0, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 226, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '3.30', 'HGT0C': 2200, 'KINDEX': 42, 'CAPE180_0': '2.000', 'CIN180_0': 0}, '18H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-legerement-voilee.png', 'CONDITION': 'Nuit légèrement voilée', 'CONDITION_KEY': 'nuit-legerement-voilee', 'TMP2m': 10.2, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1019.7, 'APCPsfc': 0, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 210, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 100, 'KINDEX': 43, 'CAPE180_0': '4.000', 'CIN180_0': 0}, '19H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 10.2, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1019.3, 'APCPsfc': 0, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 189, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '12.00', 'LCDC': '0.00', 'HGT0C': 2900, 'KINDEX': 43, 'CAPE180_0': '6.000', 'CIN180_0': 0}, '20H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 10.4, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 95, 'PRMSL': 1018.9, 'APCPsfc': 0, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 186, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '83.70', 'MCDC': '78.60', 'LCDC': '0.00', 'HGT0C': 2300, 'KINDEX': 43, 'CAPE180_0': '7.000', 'CIN180_0': -1}, '21H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 10.5, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1018.1, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 185, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '60.70', 'MCDC': '100.00', 'LCDC': '0.00', 'HGT0C': 1000, 'KINDEX': 41, 'CAPE180_0': '4.000', 'CIN180_0': 0}, '22H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 10.3, 'DPT2m': -273.2, 'WNDCHILL2m': None, 'HUMIDEX': None, 'RH2m': 95, 'PRMSL': 1016.9, 'APCPsfc': 0, 'WNDSPD10m': 17, 'WNDGUST10m': 0, 'WNDDIR10m': 180, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '20.00', 'MCDC': '65.40', 'LCDC': '4.70', 'HGT0C': 2800, 'KINDEX': 40, 'CAPE180_0': '1.000', 'CIN180_0': -1}, '23H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 9.8, 'DPT2m': -273.2, 'WNDCHILL2m': 7.2, 'HUMIDEX': None, 'RH2m': 95, 'PRMSL': 1016.7, 'APCPsfc': 0, 'WNDSPD10m': 19, 'WNDGUST10m': 0, 'WNDDIR10m': 183, 'WNDDIRCARD10': 'S', 'ISSNOW': 0, 'HCDC': '18.20', 'MCDC': '10.90', 'LCDC': '100.00', 'HGT0C': 2900, 'KINDEX': 38, 'CAPE180_0': '23.000', 'CIN180_0': -2}}}}
On essaie de faire mieux en affichant uniquement les clés du dictionnaire :
for k in jsondict:
print(repr(k))
'city_info' 'forecast_info' 'current_condition' 'fcst_day_0' 'fcst_day_1' 'fcst_day_2' 'fcst_day_3' 'fcst_day_4'
On est intéressé par le temps d'aujourd'hui :
day = jsondict['fcst_day_0']
print(type(day))
print(day)
<class 'dict'> {'date': '06.12.2023', 'day_short': 'Mer.', 'day_long': 'Mercredi', 'tmin': 2, 'tmax': 5, 'condition': 'Eclaircies', 'condition_key': 'eclaircies', 'icon': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'icon_big': 'https://prevision-meteo.ch/style/images/icon/eclaircies-big.png', 'hourly_data': {'0H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 4, 'DPT2m': -273.2, 'WNDCHILL2m': 0.5, 'HUMIDEX': None, 'RH2m': 91, 'PRMSL': 1008.3, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 205, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '23.90', 'LCDC': '99.90', 'HGT0C': 1600, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '1H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4.1, 'DPT2m': -273.2, 'WNDCHILL2m': 0.3, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1008.4, 'APCPsfc': 0.1, 'WNDSPD10m': 17, 'WNDGUST10m': 0, 'WNDDIR10m': 208, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '1.50', 'LCDC': '99.60', 'HGT0C': 1500, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '2H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4.1, 'DPT2m': -273.2, 'WNDCHILL2m': 0.5, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1008.6, 'APCPsfc': 0.3, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 213, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '99.90', 'HGT0C': 1000, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '3H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4.2, 'DPT2m': -273.2, 'WNDCHILL2m': 0.6, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1008.6, 'APCPsfc': 0.2, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 218, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '89.90', 'HGT0C': 900, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '4H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4.2, 'DPT2m': -273.2, 'WNDCHILL2m': 0.9, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1009.3, 'APCPsfc': 0.2, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 219, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '69.80', 'HGT0C': 100, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '5H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4, 'DPT2m': -273.2, 'WNDCHILL2m': 0.7, 'HUMIDEX': None, 'RH2m': 94, 'PRMSL': 1009.5, 'APCPsfc': 0.3, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 222, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 100, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '6H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/pluie-faible.png', 'CONDITION': 'Pluie faible', 'CONDITION_KEY': 'pluie-faible', 'TMP2m': 4, 'DPT2m': -273.2, 'WNDCHILL2m': 1.5, 'HUMIDEX': None, 'RH2m': 93, 'PRMSL': 1010.3, 'APCPsfc': 0.1, 'WNDSPD10m': 10, 'WNDGUST10m': 0, 'WNDDIR10m': 253, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 700, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '7H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 3.9, 'DPT2m': -273.2, 'WNDCHILL2m': 2.1, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1010.9, 'APCPsfc': 0, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 267, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 800, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '8H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 3.6, 'DPT2m': -273.2, 'WNDCHILL2m': 0.2, 'HUMIDEX': None, 'RH2m': 87, 'PRMSL': 1011.7, 'APCPsfc': 0, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 284, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 700, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '9H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 2.9, 'DPT2m': -273.2, 'WNDCHILL2m': -0.5, 'HUMIDEX': None, 'RH2m': 87, 'PRMSL': 1012.4, 'APCPsfc': 0, 'WNDSPD10m': 13, 'WNDGUST10m': 0, 'WNDDIR10m': 286, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 800, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '10H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 3.2, 'DPT2m': -273.2, 'WNDCHILL2m': 0.1, 'HUMIDEX': None, 'RH2m': 85, 'PRMSL': 1012.6, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 287, 'WNDDIRCARD10': 'O', 'ISSNOW': 2, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '100.00', 'HGT0C': 500, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '11H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 3.9, 'DPT2m': -273.2, 'WNDCHILL2m': 0.9, 'HUMIDEX': None, 'RH2m': 81, 'PRMSL': 1012.9, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 280, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 500, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '12H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/fortement-nuageux.png', 'CONDITION': 'Fortement nuageux', 'CONDITION_KEY': 'fortement-nuageux', 'TMP2m': 4.7, 'DPT2m': -273.2, 'WNDCHILL2m': 1.2, 'HUMIDEX': None, 'RH2m': 77, 'PRMSL': 1013.3, 'APCPsfc': 0, 'WNDSPD10m': 16, 'WNDGUST10m': 0, 'WNDDIR10m': 288, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '7.00', 'HGT0C': 600, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '13H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/eclaircies.png', 'CONDITION': 'Eclaircies', 'CONDITION_KEY': 'eclaircies', 'TMP2m': 5.1, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 74, 'PRMSL': 1013.6, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 291, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 600, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '14H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ciel-voile.png', 'CONDITION': 'Ciel voilé', 'CONDITION_KEY': 'ciel-voile', 'TMP2m': 5.1, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 77, 'PRMSL': 1013.6, 'APCPsfc': 0, 'WNDSPD10m': 15, 'WNDGUST10m': 0, 'WNDDIR10m': 284, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '100.00', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 600, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '15H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 5, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 76, 'PRMSL': 1014, 'APCPsfc': 0, 'WNDSPD10m': 14, 'WNDGUST10m': 0, 'WNDDIR10m': 287, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '32.40', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 600, 'KINDEX': 34, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '16H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/ensoleille.png', 'CONDITION': 'Ensoleillé', 'CONDITION_KEY': 'ensoleille', 'TMP2m': 4.7, 'DPT2m': -273.2, 'WNDCHILL2m': 1.9, 'HUMIDEX': None, 'RH2m': 74, 'PRMSL': 1015.1, 'APCPsfc': 0, 'WNDSPD10m': 12, 'WNDGUST10m': 0, 'WNDDIR10m': 287, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '27.70', 'MCDC': '0.00', 'LCDC': '4.50', 'HGT0C': 600, 'KINDEX': 33, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '17H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 4.3, 'DPT2m': -273.2, 'WNDCHILL2m': 1.6, 'HUMIDEX': None, 'RH2m': 75, 'PRMSL': 1015.7, 'APCPsfc': 0, 'WNDSPD10m': 11, 'WNDGUST10m': 0, 'WNDDIR10m': 272, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '3.40', 'MCDC': '0.00', 'LCDC': '4.20', 'HGT0C': 500, 'KINDEX': 35, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '18H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-claire.png', 'CONDITION': 'Nuit claire', 'CONDITION_KEY': 'nuit-claire', 'TMP2m': 4.1, 'DPT2m': -273.2, 'WNDCHILL2m': 1.6, 'HUMIDEX': None, 'RH2m': 77, 'PRMSL': 1016.3, 'APCPsfc': 0, 'WNDSPD10m': 10, 'WNDGUST10m': 0, 'WNDDIR10m': 264, 'WNDDIRCARD10': 'O', 'ISSNOW': 0, 'HCDC': '35.30', 'MCDC': '0.00', 'LCDC': '0.00', 'HGT0C': 2400, 'KINDEX': 39, 'CAPE180_0': '31.000', 'CIN180_0': -1}, '19H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 3.4, 'DPT2m': -273.2, 'WNDCHILL2m': 1, 'HUMIDEX': None, 'RH2m': 81, 'PRMSL': 1016.9, 'APCPsfc': 0, 'WNDSPD10m': 9, 'WNDGUST10m': 0, 'WNDDIR10m': 270, 'WNDDIRCARD10': 'O', 'ISSNOW': 2, 'HCDC': '21.60', 'MCDC': '0.00', 'LCDC': '66.60', 'HGT0C': 400, 'KINDEX': 42, 'CAPE180_0': '14.000', 'CIN180_0': 0}, '20H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 2.7, 'DPT2m': -273.2, 'WNDCHILL2m': 0.4, 'HUMIDEX': None, 'RH2m': 86, 'PRMSL': 1017.5, 'APCPsfc': 0, 'WNDSPD10m': 8, 'WNDGUST10m': 0, 'WNDDIR10m': 242, 'WNDDIRCARD10': 'SO', 'ISSNOW': 1, 'HCDC': '42.80', 'MCDC': '0.00', 'LCDC': '66.60', 'HGT0C': 200, 'KINDEX': 46, 'CAPE180_0': '16.000', 'CIN180_0': -1}, '21H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 2, 'DPT2m': -273.2, 'WNDCHILL2m': -0.1, 'HUMIDEX': None, 'RH2m': 91, 'PRMSL': 1017.8, 'APCPsfc': 0, 'WNDSPD10m': 7, 'WNDGUST10m': 0, 'WNDDIR10m': 221, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '50.90', 'MCDC': '0.90', 'LCDC': '100.00', 'HGT0C': 1900, 'KINDEX': 49, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '22H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-nuageuse.png', 'CONDITION': 'Nuit nuageuse', 'CONDITION_KEY': 'nuit-nuageuse', 'TMP2m': 2.2, 'DPT2m': -273.2, 'WNDCHILL2m': 0.5, 'HUMIDEX': None, 'RH2m': 91, 'PRMSL': 1017.9, 'APCPsfc': 0, 'WNDSPD10m': 6, 'WNDGUST10m': 0, 'WNDDIR10m': 236, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '9.30', 'MCDC': '15.90', 'LCDC': '100.00', 'HGT0C': 600, 'KINDEX': 53, 'CAPE180_0': '0.000', 'CIN180_0': 0}, '23H00': {'ICON': 'https://prevision-meteo.ch/style/images/icon/nuit-avec-averses.png', 'CONDITION': 'Nuit avec averses', 'CONDITION_KEY': 'nuit-avec-averses', 'TMP2m': 2.3, 'DPT2m': -273.2, 'WNDCHILL2m': 1, 'HUMIDEX': None, 'RH2m': 92, 'PRMSL': 1018.4, 'APCPsfc': 0.1, 'WNDSPD10m': 5, 'WNDGUST10m': 0, 'WNDDIR10m': 212, 'WNDDIRCARD10': 'SO', 'ISSNOW': 0, 'HCDC': '0.00', 'MCDC': '1.00', 'LCDC': '23.50', 'HGT0C': 1900, 'KINDEX': 55, 'CAPE180_0': '0.000', 'CIN180_0': 0}}}
Là aussi, on cherche les clés :
for k in day:
print(repr(k))
'date' 'day_short' 'day_long' 'tmin' 'tmax' 'condition' 'condition_key' 'icon' 'icon_big' 'hourly_data'
Vérifions qu'il s'agit d'aujourd'hui :
print(day['day_long'], day['date'])
Mercredi 06.12.2023
C'est bon ! Maintenant, une entrée particulière nous intéresse :
day_hd = day['hourly_data']
for k in day_hd:
print(repr(k))
'0H00' '1H00' '2H00' '3H00' '4H00' '5H00' '6H00' '7H00' '8H00' '9H00' '10H00' '11H00' '12H00' '13H00' '14H00' '15H00' '16H00' '17H00' '18H00' '19H00' '20H00' '21H00' '22H00' '23H00'
Regardons ce que contient une hourly_data
:
for k in day_hd['8H00']:
print(repr(k))
'ICON' 'CONDITION' 'CONDITION_KEY' 'TMP2m' 'DPT2m' 'WNDCHILL2m' 'HUMIDEX' 'RH2m' 'PRMSL' 'APCPsfc' 'WNDSPD10m' 'WNDGUST10m' 'WNDDIR10m' 'WNDDIRCARD10' 'ISSNOW' 'HCDC' 'MCDC' 'LCDC' 'HGT0C' 'KINDEX' 'CAPE180_0' 'CIN180_0'
La clé qui nous intéresse est la chaîne 'TMP2m'
qui correspond à la température à 2m du sol.
hour = '12H00'
print(f"Aujourd'hui à {hour}, il fera : {day_hd[hour]['TMP2m']} deg. C.")
Aujourd'hui à 12H00, il fera : 4.7 deg. C.
Sauver ces lignes de commandes dans le fichier today_stras.py
en allant de l'exécution 1 au compteur d'exécution courant indiqué dans la cellule de code ci-dessus In [XX]
. Dans le cas présent :
# Décommenter la ligne ci-dessous
# %save today_stras.py 1-12
Tracé de la température¶
- Ouvrir le fichier
today_stras.py
dans Spyder et nettoyer lesprint
inutiles. - Exécutez le code dans Spyder et utilisez la fenêtre "Variable explorer" en haut à droite pour parcourir les données de votre dictionnaire.
- Extraire la liste des couples
(hour, temperature)
où :hour
est un entiertemperature
est un flottant
- ordonner la liste selon les heures croissantes
- convertir la liste en un numpy array
t
avec la méthodenumpy.array()
- Transposer
t
pour obtenir le tableau[[array of hours], [array of temperatures]]
- réaliser un tracé matplotlib en suivant ce tutoriel ou en intégrant les lignes de code suivantes :
import matplotlib.pyplot as plt # To be placed at the top of python file
# [Your previous code...]
# Plot T = T(hour)
# Décommentez les lignes ci-dessous
#
# fig = plt.figure() # initialise figure
# title = f"{day_of_the_week} {date_of_today}"
# fig.suptitle(title, fontsize=14, fontweight='bold')
#
# ax = fig.add_subplot(111) # initialise a plot area
# fig.subplots_adjust(top=0.85)
# ax.set_title('Day temperature')
# ax.set_xlabel('Time [h]')
# ax.set_ylabel('Temperature [deg. C]')
#
# ax.plot(t[0], t[1]) # plot t[1] (tempe) as a function of t[0] (hour)
Option : intégrer l'icone de la météo du jour en utilisant le module
matplotlib.image
.
Pas si vite ! Êtes-vous sûr ? Vraiment ?
Alors rendez-vous dans exos/meteo_json.py
Exercice sur les fonctions¶
Modifiez le programme météo en créant une fonction qui admet un des jours disponibles comme argument (aujourd'hui, demain, après-demain...)
Pas si vite ! Êtes-vous sûr ? Vraiment ?
Alors allez voir une proposition de solution dans exos/meteo_json_func.py
Exécution avec les widgets ipython¶
Jupyter ipywidgets permet de créer très facilement des menus interactifs pour faciliter l'exécution de code dans les notebooks.
Un exemple avec notre courbe de température :
from exos import meteo_json_func as mjf
from ipywidgets import interact
def plot_city(city_name, iday):
city_json = mjf.get_json_from_name(city_name)
mjf.plot_day_tempe(city_json, f'fcst_day_{iday}')
interact(plot_city,
city_name=["Marseille", "Paris", "Toulouse", "Strasbourg"],
iday=list(range(5)));
interactive(children=(Dropdown(description='city_name', options=('Marseille', 'Paris', 'Toulouse', 'Strasbourg…
Exécution en script¶
Pour pouvoir exécuter ce fichier en mode script
- Ajouter en première ligne du fichier:
#! python3
- Rendez le fichier exécutable:
chmod a+x today_stras.py
# pour permettre le tracé de la figure dans le notebook :
%matplotlib inline
# équivalent à exécuter la commande :
# python3 exos/meteo_json.py
# depuis le terminal système, décommentez et exécutez :
#%run exos/meteo_json.py
Utilisation de if __name__ == '__main__':
¶
Dans un fichier python mon_module.py
, on souhaite généralement différencier :
- le code exécuté lors d'un import du fichier comme un module dans un autre programme avec
import mon_module
- le code éxécuté lorsque le fichier est appelé directement comme un script depuis le système :
python mon_module.py
Pour ce faire, on utilise la variable __name__
de la façon suivante :
#! python3
def une_fonction_utile():
return 'je suis utile'
def main():
print('je suis dans {}'.format(__name__))
if __name__ == '__main__':
main()
else:
# En mode module importé, on ne fait rien de plus
pass
je suis dans __main__
import argparse
parser = argparse.ArgumentParser(description='Process some integers.')
parser.add_argument('integers', metavar='N', type=int, nargs='+',
help='an integer for the accumulator')
parser.add_argument('--sum', dest='accumulate', action='store_const',
const=sum, default=max,
help='sum the integers (default: find the max)')
print(type(parser))
<class 'argparse.ArgumentParser'>
# Sans "--sum"
args = parser.parse_args(['2', '5'])
print(args.accumulate(args.integers))
5
# Avec "--sum"
args = parser.parse_args(['--sum', '2', '5'])
print(args.accumulate(args.integers))
7
# Certains arguments existent déjÃ
try:
parser.parse_args(['--help'])
except SystemExit:
# Pour éviter une erreur dans jupyter-notebook
pass
usage: ipykernel_launcher.py [-h] [--sum] N [N ...] Process some integers. positional arguments: N an integer for the accumulator options: -h, --help show this help message and exit --sum sum the integers (default: find the max)
Exercice¶
Modifiez le programme météo pour qu'il prenne le(s) nom(s) de ville en argument(s) en utilisant le module argparse
.
# Décommentez la ligne ci-dessous
#%run exos/meteo_json_func_args.py Marseille -d 3
Pas si vite ! Êtes-vous sûr ? Vraiment ?
Alors allez voir une proposition de solution dans exos/meteo_json_func_args.py
Suite de l'exercice¶
Laissez libre cours à vos idées et envies, par exemple :
- en cherchant à tracer l'évolution horaire de la température dans les 5 prochains jours
- etc.
Dans Spyder :
- testez le système de debugging
- testez le profiler
À vous de faire la pluie et le beau temps !