Create new file

app.py

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+import gradio as gr
+from backports.zoneinfo import ZoneInfo
+from datetime import datetime, timedelta, timezone
+import pickle
+weathers = ['Broken clouds ',
+ 'Clear ',
+ 'Cloudy ',
+ 'Cool ',
+ 'Dense fog ',
+ 'Drizzle  Broken clouds ',
+ 'Drizzle  Dense fog ',
+ 'Drizzle  Fog ',
+ 'Drizzle  More clouds than sun ',
+ 'Drizzle  Mostly cloudy ',
+ 'Drizzle  Overcast ',
+ 'Drizzle  Partly sunny ',
+ 'Duststorm ',
+ 'Extremely hot ',
+ 'Fog ',
+ 'Hail  Cloudy ',
+ 'Hail  Partly sunny ',
+ 'Hail  Passing clouds ',
+ 'Haze ',
+ 'Heavy rain  More clouds than sun ',
+ 'Heavy rain  Mostly cloudy ',
+ 'Heavy rain  Overcast ',
+ 'Heavy rain  Partly sunny ',
+ 'Hot ',
+ 'Light rain  Broken clouds ',
+ 'Light rain  Fog ',
+ 'Light rain  More clouds than sun ',
+ 'Light rain  Mostly cloudy ',
+ 'Light rain  Overcast ',
+ 'Light rain  Partly cloudy ',
+ 'Light rain  Partly sunny ',
+ 'Light rain  Passing clouds ',
+ 'Light rain  Scattered clouds ',
+ 'Low level haze ',
+ 'Mild ',
+ 'More clouds than sun ',
+ 'Mostly cloudy ',
+ 'Overcast ',
+ 'Partly cloudy ',
+ 'Partly sunny ',
+ 'Passing clouds ',
+ 'Pleasantly warm ',
+ 'Rain  Broken clouds ',
+ 'Rain  Clear ',
+ 'Rain  Fog ',
+ 'Rain  More clouds than sun ',
+ 'Rain  Mostly cloudy ',
+ 'Rain  Overcast ',
+ 'Rain  Partly cloudy ',
+ 'Rain  Partly sunny ',
+ 'Rain  Passing clouds ',
+ 'Rain  Sandstorm ',
+ 'Rain  Scattered clouds ',
+ 'Rain showers  Partly sunny ',
+ 'Refreshingly cool ',
+ 'Sandstorm ',
+ 'Scattered clouds ',
+ 'Smoke ',
+ 'Sprinkles  Cloudy ',
+ 'Sprinkles  Duststorm ',
+ 'Sprinkles  Low level haze ',
+ 'Sprinkles  Overcast ',
+ 'Strong thunderstorms  Cloudy ',
+ 'Strong thunderstorms  More clouds than sun ',
+ 'Strong thunderstorms  Partly sunny ',
+ 'Sunny ',
+ 'Thundershowers  Partly sunny ',
+ 'Thundershowers  Passing clouds ',
+ 'Thundershowers  Scattered clouds ',
+ 'Thunderstorms  Broken clouds ',
+ 'Thunderstorms  Cloudy ',
+ 'Thunderstorms  Fog ',
+ 'Thunderstorms  More clouds than sun ',
+ 'Thunderstorms  Mostly cloudy ',
+ 'Thunderstorms  Overcast ',
+ 'Thunderstorms  Partly cloudy ',
+ 'Thunderstorms  Partly sunny ',
+ 'Thunderstorms  Passing clouds ',
+ 'Thunderstorms  Sandstorm ',
+ 'Thunderstorms  Scattered clouds ',
+ 'Warm ']
+
+months = ['January', 'February', 'March', 'April', 'May', 'June', 'July','August', 'September', 'October', 'November', 'December']
+
+cities = ['Assir',
+ 'Baha',
+ 'EP',
+ 'Hail',
+ 'Jawf',
+ 'Jazan',
+ 'Madina',
+ 'Mecca',
+ 'Najran',
+ 'Northern boarder',
+ 'Qassim',
+ 'Riyadh',
+ 'Tabuk']
+
+currentSecond= datetime.now().second
+currentMinute = datetime.now().minute
+currentHour = datetime.now().hour
+currentDay = datetime.now().day
+currentMonth = datetime.now().month
+currentYear = datetime.now().year
+
+dt = datetime(currentYear, currentMonth, currentDay, tzinfo=ZoneInfo("Asia/Riyadh"))
+fulltime = str(dt)
+ADD = 0
+try:
+  if "+" in fulltime:
+    ADD = int(fulltime.split("+")[1].split(":")[0])
+  elif "-" in fulltime:
+    ADD = int(fulltime.split("-")[1].split(":")[0]) * -1
+except:
+  pass
+
+def predict(city,month,year,day,hour,minute,weathertype,wind,hu,baro,vis):
+  
+  loaded_model = pickle.load(open("WeatherPredictionKSA.pk", 'rb'))
+  details = [cities.index(city),year,months.index(month),day,hour,minute,weathers.index(weathertype),wind,hu,baro,vis]
+  temp = int(loaded_model.predict([details]))
+  if temp >= 50:
+    emoji = "🥵"
+  elif 40 <= temp <= 49:
+    emoji = "😳"
+  elif 25 <= temp <= 39:
+    emoji = "😌"
+  elif 10 <= temp <= 24:
+    emoji = "😊"
+  elif temp <= 9:
+    emoji = "🥶"
+  return gr.Markdown.update("# 🌡️ {0} C {1}🌡️".format(temp,emoji))
+with gr.Blocks() as demo:
+  with gr.Row():
+    gr.Markdown("# 🌧️☁️☀️KSA Weather prediction ☀️☁️🌧️\n**Day, Hour, and Minute** are set to **Asia/Riyadh** current time by default but can be changed")
+  with gr.Box():
+    with gr.Row():
+      city = gr.Dropdown(cities,label='City',value='Assir',interactive=True)
+      month = gr.Dropdown(months,label='Month',value=months[currentMonth-1],interactive=True)
+    with gr.Row():
+      year = gr.Number(int(currentYear),label='Year',interactive=True)
+      day = gr.Number(int(currentDay),label='Day',interactive=True)
+      hour = gr.Number(int(currentHour)+ADD,label='Hour',interactive=True)
+      minute = gr.Number(int(currentMinute),label='Minute',interactive=True)
+    with gr.Row():
+      weathertype = gr.Dropdown(weathers,label='Weather type',value='Cloudy ',interactive=True)
+      wind = gr.Number(label='Wind',interactive=True)
+      hu = gr.Number(label='Humidity',interactive=True)
+      baro = gr.Number(label='Barometer',interactive=True)
+      vis = gr.Number(label='Visibility',interactive=True)
+    with gr.Row():
+      temp = gr.Markdown("")
+  btn = gr.Button(value="Predict")
+  btn.click(predict, inputs=[city,month,year,day,hour,minute,weathertype,wind,hu,baro,vis], outputs=temp)
+
+demo.launch()