richardorama
commited on
Commit
β’
492c1a0
1
Parent(s):
35ef636
Update app.py
Browse files
app.py
CHANGED
@@ -56,24 +56,30 @@ SENTIMENT = st.sidebar.text_area('Enter Sentiment', DEFAULT_SENTIMENT, height=15
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# Define the summarization function
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def summarize(txt):
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st.write('\n\n')
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#st.write(txt[:100]) # Display the first 100 characters of the article
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st.write('--------------------------------------------------------------')
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# Perform Hugging sentiment analysis on multiple texts
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results = sentiment_pipeline(
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# Display the results
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# Create a button and trigger the summarize function when clicked
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if st.sidebar.button('Summarize Sentiment'):
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#ast.literal_eval() is a function in Python that safely evaluates a string containing a valid Python expression,
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#such as lists, dictionaries, tuples, sets, integers, and floats. It parses the string and returns the corresponding
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#Python object, without executing any arbitrary code, which makes it safer than using eval().
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summarize(
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else:
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st.warning('π Please enter Sentiment!')
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# Define the summarization function
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def summarize(txt):
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txt_converted = summarize(ast.literal_eval(SENTIMENT)) #convert string to actual content, e.g. list
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st.write(f'xxxxxxxxxx {txt_converted}')
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st.write('\n\n')
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#st.write(txt[:100]) # Display the first 100 characters of the article
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st.write('--------------------------------------------------------------')
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# Perform Hugging sentiment analysis on multiple texts
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results = sentiment_pipeline(txt_converted)
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# Display the results
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if type(txt_converted) == 'list':
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for i, text in enumerate(txt_converted):
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st.write(f"Text: {text}")
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st.write(f"Sentiment: {results[i]['label']}, Score: {results[i]['score']:.2f}\n")
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else:
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st.write(f"Sentiment: {results['label']}, Score: {results['score']:.2f}\n")
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# Create a button and trigger the summarize function when clicked
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if st.sidebar.button('Summarize Sentiment'):
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#ast.literal_eval() is a function in Python that safely evaluates a string containing a valid Python expression,
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#such as lists, dictionaries, tuples, sets, integers, and floats. It parses the string and returns the corresponding
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#Python object, without executing any arbitrary code, which makes it safer than using eval().
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summarize(txt)
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else:
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st.warning('π Please enter Sentiment!')
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