Refactor showdown baseline initialization in Streamlit app to use specific slate names for improved clarity and consistency, and remove unnecessary slate filtering in showdown functions.

src/sim_func_hold/showdown_functions.py

@@ -34,7 +34,6 @@ def init_SD_baselines(slate_var):
     cursor = collection.find()
 
     raw_display = pd.DataFrame(list(cursor))
-    raw_display = raw_display[raw_display['slate'] == slate_var]
     raw_display = raw_display[raw_display['version'] == 'overall']
     raw_display = raw_display[['Player', 'Position', 'Team', 'Opp', 'Salary', 'Floor', 'Median', 'Ceiling', 'Top_finish', 'Top_5_finish', 'Top_10_finish', '20+%', '2x%', '3x%', '4x%',
                                 'Own', 'Small_Field_Own', 'Large_Field_Own', 'Cash_Field_Own', 'CPT_Own', 'LevX', 'version', 'slate', 'timestamp', 'player_id', 'site']]
@@ -53,7 +52,6 @@ def init_SD_baselines(slate_var):
     cursor = collection.find()
 
     raw_display = pd.DataFrame(list(cursor))
-    raw_display = raw_display[raw_display['slate'] == slate_var]
     raw_display = raw_display[raw_display['version'] == 'overall']
     raw_display = raw_display[['Player', 'Position', 'Team', 'Opp', 'Salary', 'Floor', 'Median', 'Ceiling', 'Top_finish', 'Top_5_finish', 'Top_10_finish', '20+%', '2x%', '3x%', '4x%',
                                 'Own', 'Small_Field_Own', 'Large_Field_Own', 'Cash_Field_Own', 'CPT_Own', 'LevX', 'version', 'slate', 'timestamp', 'player_id', 'site']]

src/streamlit_app.py

@@ -126,7 +126,7 @@ if st.button("Load/Reset Data", key='reset2'):
     FD_seed = init_FD_seed_frames('Main Slate', 10000)
     FD_sd_seed = init_FD_SD_seed_frames("Showdown #1", 10000, fd_showdown_db_translation)
     dk_raw, fd_raw = init_baselines('Main Slate')
-    dk_sd_raw, fd_sd_raw = init_SD_baselines('Main Slate')
+    dk_sd_raw, fd_sd_raw = init_SD_baselines('Showdown #1')
     dk_id_dict = dict(zip(dk_raw.Player, dk_raw.player_ID))
     dk_sd_id_dict = dict(zip(dk_sd_raw.Player, dk_sd_raw.player_ID))
     fd_id_dict = dict(zip(fd_raw.Player, fd_raw.player_ID))
@@ -647,13 +647,13 @@ if selected_tab == "Showdown Contest Sims":
         if 'sd_working_seed' not in st.session_state:
             if sim_site_var2 == 'Draftkings':
                 st.session_state.sd_working_seed = init_DK_SD_seed_frames(slate_name_lookup_dk[sim_slate_var2], sharp_split, dk_showdown_db_translation)
-                export_id_dict = dict(zip(dk_raw.Player, dk_raw.player_ID)) 
-                raw_baselines = dk_raw
+                export_id_dict = dict(zip(dk_sd_raw.Player, dk_sd_raw.player_ID)) 
+                raw_baselines = dk_sd_raw
                 column_names = dk_sd_columns
             elif sim_site_var2 == 'Fanduel':
                 st.session_state.sd_working_seed = init_FD_SD_seed_frames(slate_name_lookup_fd[sim_slate_var2], sharp_split, fd_showdown_db_translation)
-                export_id_dict = dict(zip(fd_raw.Player, fd_raw.player_ID))
-                raw_baselines = fd_raw
+                export_id_dict = dict(zip(fd_sd_raw.Player, fd_sd_raw.player_ID))
+                raw_baselines = fd_sd_raw
                 column_names = fd_sd_columns
             maps_dict = {
                     'Projection_map':dict(zip(raw_baselines.Player,raw_baselines.Median)),