Update app.py

app.py

@@ -191,16 +191,17 @@ if not USE_CACHE:
 if LIMIT is not None:
     print(f"LIMIT: {LIMIT}")
 
-# digest store
+# digest store am I using this though?  - april 15 2022
 digests = dict() # key is cluster, value is digestor object
-out_dicts = []
+out_dicts = [] # Am I using this? -dit
 # list to accept user choices
 # retrieve cluster data and create dict to track each article (articleStubs)
 # and create topic clusters by performing ner.
 print("Initializing....")
 article_dict, clusters = initialize(LIMIT, USE_CACHE)  
-# We now have clusters and cluster data.  Redundancy.
-# We call a display function and get the user input.  
+# We now have clusters and cluster data.  Redundancy?
+
+# Welcome and explainer
 st.title("Welcome to TopicDig!")
 st.success(f"You select the topics, we summarize the relevant news and show you a digest, plus some info to help contextualize what the machine did.")
 
@@ -209,6 +210,7 @@ st.warning("Enjoy, and remember, these summaries contain a few kinds of issues,
 st.subheader(f"How it works:")
 st.write(f"""Select 1 to 3 topics from the drop down menus and click 'submit' to start generating your digest!""")
     
+# Provides expandable container for refresh and summarization parameters, currently only chunk size
 with st.expander("See extra options"):
     st.subheader("Refresh topics: ")
     st.write("You may want to refresh the topic lists if the app loaded several hours ago or you get no summary.")
@@ -225,27 +227,19 @@ selections = []
 choices = list(clusters.keys())
 choices.insert(0,'None')
 
+# May be desired in sidebar - april 15 2022
 # st.write(f"CNN articles: {st.session_state['cnn']}")
 # st.write(f"NPR articles: {st.session_state['npr']}")
 # st.write(f"Number of clusters {st.session_state['num_clusters']}")
 
-
+# Display topics to user currently in sidebar - april 15 2022
 st.sidebar.subheader("Topics")   
 show_clusters = {i:len(clusters[i]) for i in clusters.keys()}
 cdf = pd.DataFrame(data={"Articles":list(show_clusters.values()), "Cluster":list(show_clusters.keys())}  )
 styler = cdf.style.hide_index()
-st.write(styler.to_html(), unsafe_allow_html=True)
-
-#st.write(df.to_html(index=False), unsafe_allow_html=True)
-st.sidebar.table(styler)
-
-
-"""
-show_clusters.sort(key=lambda x: len(x[1]), reverse=True)
-for i in show_clusters:
-    st.sidebar.write(f"{i[0]} : {len(i[1])}")
-"""
+st.sidebar.write(styler.to_html(), unsafe_allow_html=True)
 
+# Get session time
 st.session_state['dt'] = dt.now()
 # Form used to take 3 menu inputs
 with st.form(key='columns_in_form'):