Create app.py

app.py

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+import gradio as gr
+import random
+import json
+
+# Load precomputed results
+with open("precomputed_results_recsys_steam.json", "r") as f:
+    precomputed_results = json.load(f)
+
+def gradio_wrapper():
+    # Randomly select a user ID from precomputed results
+    random_user_id = random.choice(list(precomputed_results.keys()))
+    actual_games = precomputed_results[random_user_id]['actual_games']
+    predicted_games = precomputed_results[random_user_id]['predicted_games']
+
+    return random_user_id, ", ".join(actual_games), ", ".join(predicted_games)
+
+# Create custom output components with labels
+output1 = gr.outputs.Textbox(label="Making Predictions for Random User:")
+output2 = gr.outputs.Textbox(label="Actual Top 10 games:")
+output3 = gr.outputs.Textbox(label="Predicted / Recommended Top 10 Games:")
+
+# Gradio interface
+iface = gr.Interface(
+    fn=gradio_wrapper, 
+    inputs=[],  # No inputs in this case
+    outputs=[output1, output2, output3]  # Custom output components
+)
+
+iface.launch()