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Runtime error
Runtime error
Commit
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68b6b17
1
Parent(s):
b72368a
updated sentiment classification
Browse files
app.py
CHANGED
@@ -1,9 +1,72 @@
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import pandas as pd
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import streamlit as st
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st.title("NLP use cases")
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with st.sidebar:
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st.title("NLP tasks")
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st.selectbox(label="Select task from drop down menu",
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options=['Detect Sentiment','Zero Shot Classification'])
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import pandas as pd
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import streamlit as st
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from sentiment import classify_sentiment
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st.set_page_config( # Alternate names: setup_page, page, layout
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layout="wide", # Can be "centered" or "wide". In the future also "dashboard", etc.
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initial_sidebar_state="auto", # Can be "auto", "expanded", "collapsed"
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page_title='None', # String or None. Strings get appended with "• Streamlit".
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)
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# padding_top = 0
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# st.markdown(f"""
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# <style>
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# .reportview-container .main .block-container{{
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# padding-top: {padding_top}rem;
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# }}
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# </style>""",
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# unsafe_allow_html=True,
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# )
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def set_page_title(title):
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st.sidebar.markdown(unsafe_allow_html=True, body=f"""
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<iframe height=0 srcdoc="<script>
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const title = window.parent.document.querySelector('title') \
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const oldObserver = window.parent.titleObserver
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if (oldObserver) {{
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oldObserver.disconnect()
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}} \
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const newObserver = new MutationObserver(function(mutations) {{
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const target = mutations[0].target
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if (target.text !== '{title}') {{
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target.text = '{title}'
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}}
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}}) \
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newObserver.observe(title, {{ childList: true }})
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window.parent.titleObserver = newObserver \
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title.text = '{title}'
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</script>" />
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""")
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set_page_title('NLP use cases')
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# Hide Menu Option
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hide_streamlit_style = """
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<style>
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#MainMenu {visibility: hidden;}
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footer {visibility: hidden;}
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</style>
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"""
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st.markdown(hide_streamlit_style, unsafe_allow_html=True)
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st.title("NLP use cases")
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with st.sidebar:
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st.title("NLP tasks")
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select_task=st.selectbox(label="Select task from drop down menu",
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options=['Detect Sentiment','Zero Shot Classification'])
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if select_task=='Detect Sentiment':
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st.header("You are now performing Sentiment Analysis")
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input_texts = st.text_input(label="Input texts separated by comma")
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if input_texts!='':
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sentiments = classify_sentiment(input_texts)
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for i,t in enumerate(input_texts.split(',')):
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st.write("** " + t + f"--> This statement is {sentiments[i]}")
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