Update app.py

app.py

@@ -9,25 +9,11 @@ import ast
 #summarizer = pipeline("summarization", model="sshleifer/distilbart-cnn-12-6")  # smaller version of the model
 summarizer = pipeline("summarization", model="facebook/bart-large-cnn")
 
-# Default article text
-# DEFAULT_ARTICLE = """ New York (CNN)When Liana Barrientos was 23 years old, she got married in Westchester County, New York.
-# A year later, she got married again in Westchester County, but to a different man and without divorcing her first husband.
-# Only 18 days after that marriage, she got hitched yet again. Then, Barrientos declared "I do" five more times, sometimes only within two weeks of each other.
-# In 2010, she married once more, this time in the Bronx. In an application for a marriage license, she stated it was her "first and only" marriage.
-# Barrientos, now 39, is facing two criminal counts of "offering a false instrument for filing in the first degree," referring to her false statements on the
-# 2010 marriage license application, according to court documents.
-# """
-
-# DEFAULT_STATEMENT = ""
-
-# # Create a text area for user input
-# STATEMENT = st.sidebar.text_area('Enter Article (String)', DEFAULT_ARTICLE, height=150)
-
 # Define the summarization function
 def summarize(txt):
     st.write('\n\n')
-    st.write(txt[:100])  # Display the first 100 characters of the article
-    st.write('--------------------------------------------------------------')
+    #st.write(txt[:100])  # Display the first 100 characters of the article
+    #st.write('--------------------------------------------------------------')
     summary = summarizer(txt, max_length=500, min_length=30, do_sample=False)
     st.write(summary[0]['summary_text'])
 
@@ -45,12 +31,6 @@ else:
     st.sidebar.button('Summarize Statement', disabled=True)
     st.warning('👈 Please enter Statement!')    
     
-# # Create a button and trigger the summarize function when clicked
-# if st.sidebar.button('Summarize Article'):
-#     summarize(ARTICLE)
-# else:
-#     st.warning('👈 Please enter Article!')
-
 
 
 #################################
@@ -60,16 +40,6 @@ else:
 # No model was supplied, defaulted to distilbert-base-uncased-finetuned-sst-2-english
 sentiment_pipeline = pipeline("sentiment-analysis")
 
-# Default article text
-# DEFAULT_SENTIMENT = """[
-#     "I'm so happy today!",
-#     "This is the worst experience ever.",
-#     "It's a decent product, nothing special."
-# ]"""
-
-# DEFAULT_SENTIMENT = "I'm so happy today!"
-
-
 def is_valid_list_string(string):
     try:
         result = ast.literal_eval(string)
@@ -82,11 +52,9 @@ def analyze(txt):
     
     st.write('\n\n')
     #st.write(txt[:100])  # Display the first 100 characters of the article
-    st.write('--------------------------------------------------------------')
+    #st.write('--------------------------------------------------------------')
     
     # Display the results
-    #if type(txt_converted) == 'list':
-    #if isinstance(txt_converted, list):
     if is_valid_list_string(txt):        
         txt_converted = ast.literal_eval(txt) #convert string to actual content, e.g. list
         # Perform Hugging sentiment analysis on multiple texts
@@ -108,19 +76,7 @@ SENTIMENT = st.sidebar.text_area('Enter Sentiment (String or List of Strings)',
 # Enable the button only if there is text in the SENTIMENT variable
 if SENTIMENT:
     if st.sidebar.button('Analyze Sentiment'):
-        # Call your Analyze function here
-        #st.write(f"Summarizing: {SENTIMENT}")
         analyze(SENTIMENT)  # Directly pass the SENTIMENT
 else:
     st.sidebar.button('Summarize Sentiment', disabled=True)
     st.warning('👈 Please enter Sentiment!')    
-    
-# # Create a button and trigger the summarize function when clicked
-# if st.sidebar.button('Summarize Sentiment'):
-#     #ast.literal_eval() is a function in Python that safely evaluates a string containing a valid Python expression, 
-#     #such as lists, dictionaries, tuples, sets, integers, and floats. It parses the string and returns the corresponding 
-#     #Python object, without executing any arbitrary code, which makes it safer than using eval().    
-#     #summarize(str(SENTIMENT)) #explicitly change SENTIMENT to string so that even when ypu provide unquoted string, it still works
-#     analyze(SENTIMENT)  # Directly pass the SENTIMENT
-# else:
-#     st.warning('👈 Please enter Sentiment!')