-

demo.py

@@ -115,6 +115,7 @@ TEXT_LIST = [
 ]
 
 
+@st.cache
 def preprocess(text):
     text = re.sub("\n\n", ' &&&&&&&&#&#&#&#&', text)
     text = re.sub('\n', ' ', text)
@@ -123,6 +124,7 @@ def preprocess(text):
     return text
 
 
+@st.cache(allow_output_mutation=True)
 def delete_span(span_sc: dict):
     id_del = []
     for n, spn in enumerate(span_sc, start=1):
@@ -231,9 +233,10 @@ st.sidebar.markdown("""
     - Dr. Kristopher Kyle (Associate Professor in Linguistics, University of Oregon)
     """)
 cc = '<a rel="license" href="http://creativecommons.org/licenses/by-nc/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-nc/4.0/88x31.png" /></a><br />This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-nc/4.0/">Creative Commons Attribution-NonCommercial 4.0 International License</a>.'
+
 st.sidebar.markdown(cc, unsafe_allow_html=True)
 
-# st.title("Engagement Analyzer (beta ver 0.2)")
+st.header("Engagement Analyzer (beta ver 0.2)")
 st.info('Updated on Nov. 18th, 2022')
 
 st.write(
@@ -274,11 +277,11 @@ with st.form("my_form"):
     if submitted:
         if textmode == 'Option 2: My own text':
             text = input_text
-            with st.spinner('Analysis in pregress...'):
+            with st.spinner('Analysis in progress...'):
                 doc = nlp(preprocess(text))
             #st.markdown("> " + input_text)
         else:
-            with st.spinner('Analysis in pregress...'):
+            with st.spinner('Analysis in progress...'):
                 doc = nlp(preprocess(text))
             #st.markdown("> " + text)