Add application file

app.py

@@ -0,0 +1,41 @@
+import gradio as gr
+import json
+from fuzzywuzzy import process
+import requests
+
+url = "https://csrlc421nb.execute-api.us-east-2.amazonaws.com/dev/predict"
+
+
+# Load stations data from the JSON file
+with open('stations.json') as f:
+    stations_data = json.load(f)
+
+stations = stations_data['stations']
+
+# Create a mapping from station name to station ID
+station_name_to_id = {station['name']: station['station_id'] for station in stations}
+
+# Define a function to find the closest matching station
+def find_station(user_input):
+    # Use fuzzy matching to find the top 3 closest station names
+    matches = process.extract(user_input, station_name_to_id.keys(), limit=3)
+    
+    # If the best match has a score of 90 or above, we assume it's a good match
+    if matches[0][1] >= 90:
+        best_match = matches[0][0]
+        station_id = station_name_to_id[best_match]
+
+        response = requests.get(url, params={"station_id": station_id})
+
+        return response.json()
+    
+    # If ambiguous, return suggestions
+    suggestions = [match[0] for match in matches]
+    return f"Did you mean one of these stations? {', '.join(suggestions)}"
+
+# Create Gradio interface
+station_input = gr.Textbox(label="Enter Station Name")  # Use gr.Textbox for input
+output_text = gr.Textbox(label="Station ID or Suggestions")  # Use gr.Textbox for output
+
+# Launch the Gradio interface
+gr.Interface(fn=find_station, inputs=station_input, outputs=output_text, title="Station Finder").launch()