Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -30,15 +30,15 @@ def sentiment_analysis(input_text):
|
|
| 30 |
|
| 31 |
if score['neg']>score['pos']:
|
| 32 |
|
| 33 |
-
return "Negative Feedback"
|
| 34 |
|
| 35 |
elif score['neg']<score['pos']:
|
| 36 |
|
| 37 |
-
return "Positive Feedback"
|
| 38 |
|
| 39 |
else:
|
| 40 |
|
| 41 |
-
return "Neutral Feedback"
|
| 42 |
|
| 43 |
def positive_zero_shot(input_text):
|
| 44 |
|
|
@@ -55,21 +55,21 @@ def pipeline(input_text):
|
|
| 55 |
|
| 56 |
if spam_detection(input_text):
|
| 57 |
|
| 58 |
-
if sentiment_analysis(input_text) == "Positive Feedback":
|
| 59 |
|
| 60 |
-
return "Positive Feedback" , positive_zero_shot(input_text)
|
| 61 |
|
| 62 |
-
elif sentiment_analysis(input_text) == "Negative Feedback":
|
| 63 |
|
| 64 |
-
return "Negative Feedback" , negative_zero_shot(input_text)
|
| 65 |
|
| 66 |
else:
|
| 67 |
|
| 68 |
-
return "Neutral Feedback" , ""
|
| 69 |
else:
|
| 70 |
return "Spam" , ""
|
| 71 |
|
| 72 |
-
iface = gr.Interface(fn = pipeline , inputs=['text'] , outputs=['text' , 'text'])
|
| 73 |
iface.launch(share=True)
|
| 74 |
|
| 75 |
|
|
|
|
| 30 |
|
| 31 |
if score['neg']>score['pos']:
|
| 32 |
|
| 33 |
+
return ["Negative Feedback" , score['neg']]
|
| 34 |
|
| 35 |
elif score['neg']<score['pos']:
|
| 36 |
|
| 37 |
+
return ["Positive Feedback" , -1]
|
| 38 |
|
| 39 |
else:
|
| 40 |
|
| 41 |
+
return ["Neutral Feedback" , -1]
|
| 42 |
|
| 43 |
def positive_zero_shot(input_text):
|
| 44 |
|
|
|
|
| 55 |
|
| 56 |
if spam_detection(input_text):
|
| 57 |
|
| 58 |
+
if sentiment_analysis(input_text)[0] == "Positive Feedback":
|
| 59 |
|
| 60 |
+
return "Positive Feedback" , -1 , positive_zero_shot(input_text)
|
| 61 |
|
| 62 |
+
elif sentiment_analysis(input_text)[0] == "Negative Feedback":
|
| 63 |
|
| 64 |
+
return "Negative Feedback" , sentiment_analysis(input_text)[1] , negative_zero_shot(input_text)
|
| 65 |
|
| 66 |
else:
|
| 67 |
|
| 68 |
+
return "Neutral Feedback" , -1 , ""
|
| 69 |
else:
|
| 70 |
return "Spam" , ""
|
| 71 |
|
| 72 |
+
iface = gr.Interface(fn = pipeline , inputs=['text'] , outputs=['text' , 'text' , 'text'])
|
| 73 |
iface.launch(share=True)
|
| 74 |
|
| 75 |
|