Update app.py

app.py

@@ -35,28 +35,33 @@ def user_interaction(comment, model):
     compound_score = analyzer.polarity_scores(comment)["compound"]
     rate_pred = model.predict([[negative_score, neutral_score, positive_score, compound_score]])
     
-    print(f"\nYour Comment: {comment}\n")
-    print("*"*10 + "Analysis of the Comment" + "*"*10)
-    print("-"*10 + f"Negativity Score: {negative_score:.2f}" + "-"*10)
-    print("-"*10 + f"Neutrality Score: {neutral_score:.2f}" + "-"*10)
-    print("-"*10 + f"Positivity Score: {positive_score:.2f}" + "-"*10)
-    print("-"*10 + f"Compound Score: {compound_score:.2f}" + "-"*10)
-    print("*"*43)
-    print("\nThe estimated rating this comment can give")
-    print("*"*20 + str(round(rate_pred[0], 2)) + "*"*20)
+    return f"\nYour Comment: {comment}\n" + 
+           "*"*10 + "Analysis of the Comment" + "*"*10 + 
+           "-"*10 + f"Negativity Score: {negative_score:.2f}" + "-"*10 +
+           "-"*10 + f"Neutrality Score: {neutral_score:.2f}" + "-"*10 +
+           "-"*10 + f"Positivity Score: {positive_score:.2f}" + "-"*10 +
+           "-"*10 + f"Compound Score: {compound_score:.2f}" + "-"*10 +
+           "*"*43, 
+           "\nThe estimated rating this comment can give" + 
+           "*"*20 + str(round(rate_pred[0], 2)) + "*"*20
 
 
 def take_input(model):
-    comment = input("Thanks for your interest and taking your time.\n"+
-                    "Tell us about your personal experience enrolling in this course. Was it the right match for you?\n"+
-                    "(Note: Comment should be written in English and be longer than 20 characters)\n")
     if (detect(comment) != "en") or (len(comment) < 20):
-        print("Sorry, your comment does not meet the requirements.\n")
+        return "Sorry, your comment does not meet the requirements.\n", "Please check your comment"
     else:
-        user_interaction(comment, model)
+        return user_interaction(comment, model)
 
 cons_tuned_svr, _, _, _, _ = sample_model(data, SVR(C=3, kernel="rbf", tol=0.001))
 
 
-iface = gr.Interface(fn=take_input, inputs=gr.Textbox(lines=2, placeholder="Write your comment here..."), outputs=["text", "number"])
-iface.launch()
+with gr.Blocks() as demo:
+    comment = gr.Textbox(label="Thanks for your interest and taking your time.\n"+
+                               "Tell us about your personal experience enrolling in this course. Was it the right match for you?\n"+
+                               "(Note: Comment should be written in English and be longer than 20 characters)\n")
+    comment_scores = gr.Textbox(label="Sentiment Scores of Your Comment")
+    rating = gr.Textbox(label="Generated Rating from Your Comment")
+    greet_btn = gr.Button("What is the Rating I Gave? Click me to Learn")
+    greet_btn.click(fn=greet, inputs=comment, outputs=[comment_scores, rating])
+
+demo.launch()