Convert to Gradio app

.gitignore

@@ -0,0 +1 @@
+.env

README.md

@@ -3,8 +3,8 @@ title: Simple Input Output App
 emoji: 🚀
 colorFrom: blue
 colorTo: green
-sdk: streamlit
-sdk_version: 1.28.0
+sdk: gradio
+sdk_version: 4.0.0
 app_file: app.py
 pinned: false
 ---

app.py

@@ -1,11 +1,23 @@
-import streamlit as st
+import gradio as gr
 
-st.title("Simple Input/Output App")
+def process_input(text):
+    if not text:
+        return "Please enter some text!"
+    
+    output = f"""
+    You entered: {text}
+    Character count: {len(text)}
+    Word count: {len(text.split())}
+    """
+    return output
 
-user_input = st.text_input("Enter your text:", placeholder="Type something here...")
+demo = gr.Interface(
+    fn=process_input,
+    inputs=gr.Textbox(label="Enter your text", placeholder="Type something here..."),
+    outputs=gr.Textbox(label="Output"),
+    title="Simple Input/Output App",
+    description="Enter text and see character and word count"
+)
 
-if user_input:
-    st.write("### Output:")
-    st.write(f"You entered: **{user_input}**")
-    st.write(f"Character count: {len(user_input)}")
-    st.write(f"Word count: {len(user_input.split())}")
+if __name__ == "__main__":
+    demo.launch()

requirements.txt

@@ -1 +1 @@
-streamlit==1.28.0
+gradio==4.0.0

ziko.py

@@ -0,0 +1,85 @@
+import pandas as pd
+import pickle
+import numpy as py
+import streamlit as st
+import gdown
+
+# File IDs
+model_id = "1HSQTjJ_hvBBmVJmYUmrkq5T7ubpfDwzF"
+top_country_id = "1aLkaAqfrs3GcrMvZcuyQ0NjFhAhrdIlR"
+
+model_url = f"https://drive.google.com/uc?id={model_id}"
+top_country_url = f"https://drive.google.com/uc?id={top_country_id}"
+
+
+@st.cache_resource
+def load_model():
+    gdown.download(model_url, "best_rf_model.pkl", quiet=False)
+    with open("best_rf_model.pkl", "rb") as f:
+        return pickle.load(f)
+
+
+@st.cache_resource
+def load_top_country():
+    gdown.download(top_country_url, "top_country.pkl", quiet=False)
+    with open("top_country.pkl", "rb") as f:
+        return pickle.load(f)
+
+
+model = load_model()
+top_country = load_top_country()
+# Load
+
+
+def run():
+    with st.form(key="hotel_bookings"):
+        name = st.selectbox("Hotel Type", ("city_hotel", "resort_hotel"), index=0)
+        lead = st.number_input(
+            "Lead Time",
+            min_value=0,
+            max_value=600,
+            value=0,
+            step=1,
+            help="jarak antar waktu booking dan check-in",
+        )
+        arrival_year = st.selectbox("Arrival Year", ("2015", "2016", "2017"), index=0)
+        arrival_month = st.selectbox(
+            "Arrival Months",
+            (
+                "January",
+                "February",
+                "March",
+                "April",
+                "May",
+                "June",
+                "July",
+                "August",
+                "September",
+                "October",
+                "November",
+                "December",
+            ),
+            index=0,
+        )
+        arrival_week = st.number_input(
+            "Arrival Weeks",
+            min_value=1,
+            max_value=52,
+            value=1,
+            step=1,
+            help="minggu kedatangan",
+        )
+        arrival_day = st.number_input(
+            "Arrival Days",
+            min_value=1,
+            max_value=31,
+            value=1,
+            step=1,
+            help="tanggal kedatangan",
+        )
+
+        submitted = st.form_submit_button("Predict")
+
+
+if __name__ == "_main_":
+    run()