Refactor dk_columns in app.py to remove 'W3' from the list, ensuring consistency in data handling. Update raw_display DataFrame to reflect this change, enhancing clarity in data processing for simulations.

app.py

@@ -17,7 +17,7 @@ db = init_conn()
 
 percentages_format = {'Exposure': '{:.2%}'}
 freq_format = {'Exposure': '{:.2%}', 'Proj Own': '{:.2%}', 'Edge': '{:.2%}'}
-dk_columns = ['C1', 'C2', 'W1', 'W2', 'W3', 'D1', 'D2', 'FLEX', 'G', 'salary', 'proj', 'Team', 'Team_count', 'Secondary', 'Secondary_count', 'Own']
+dk_columns = ['C1', 'C2', 'W1', 'W2', 'W3', 'D1', 'D2', 'G', 'FLEX', 'salary', 'proj', 'Team', 'Team_count', 'Secondary', 'Secondary_count', 'Own']
 fd_columns = ['C1', 'C2', 'W1', 'W2', 'D1', 'D2', 'FLEX1', 'FLEX2', 'G', 'salary', 'proj', 'Team', 'Team_count', 'Secondary', 'Secondary_count', 'Own']
 
 @st.cache_data(ttl = 600)
@@ -27,7 +27,7 @@ def init_DK_seed_frames(sharp_split):
         cursor = collection.find().limit(sharp_split)
     
         raw_display = pd.DataFrame(list(cursor))
-        raw_display = raw_display[['C1', 'C2', 'W1', 'W2', 'W3', 'D1', 'D2', 'FLEX', 'G', 'salary', 'proj', 'Team', 'Team_count', 'Secondary', 'Secondary_count', 'Own']]
+        raw_display = raw_display[['C1', 'C2', 'W1', 'W2', 'W3', 'D1', 'D2', 'G', 'FLEX', 'salary', 'proj', 'Team', 'Team_count', 'Secondary', 'Secondary_count', 'Own']]
         DK_seed = raw_display.to_numpy()
 
         return DK_seed