Enhance FD seed frame initialization in app.py by adding a mapping for player names using a dictionary from the database. This improves data readability and ensures that player names are correctly displayed in the output DataFrame.

app.py

@@ -46,13 +46,21 @@ def init_DK_Secondary_seed_frames(sharp_split):
     return DK_seed
 
 @st.cache_data(ttl = 599)
-def init_FD_seed_frames(sharp_split):  
+def init_FD_seed_frames(sharp_split): 
+
+    collection = db['FD_NFL_name_map']
+    cursor = collection.find()
+    names_dict = dict(cursor)
     
     collection = db["FD_NFL_seed_frame"] 
     cursor = collection.find().limit(sharp_split)
 
     raw_display = pd.DataFrame(list(cursor))
     raw_display = raw_display[['QB', 'RB1', 'RB2', 'WR1', 'WR2', 'WR3', 'TE', 'FLEX', 'DST', 'salary', 'proj', 'Team', 'Team_count', 'Secondary', 'Secondary_count', 'Own']]
+    dict_columns = ['QB', 'RB1', 'RB2', 'WR1', 'WR2', 'WR3', 'TE', 'FLEX', 'DST']
+    st.write("converting names")
+    for col in dict_columns:
+        raw_display[col] = raw_display[col].map(names_dict)
     FD_seed = raw_display.to_numpy()
 
     return FD_seed