Refactor app.py to remove unused player ID dictionaries for Draftkings and Fanduel. This simplifies the code and improves performance by eliminating unnecessary data structures during seed frame initialization and data export processes.

app.py

@@ -174,7 +174,6 @@ with tab2:
                     if site_var1 == 'Draftkings':
                         if slate_var1 == 'Main Slate':
                             st.session_state.working_seed = init_DK_seed_frames(sharp_split_var)
-                            dk_id_dict = dict(zip(st.session_state.working_seed.Player, st.session_state.working_seed.player_id))
                             
                         raw_baselines = dk_raw
                         column_names = dk_columns
@@ -182,15 +181,12 @@ with tab2:
                     elif site_var1 == 'Fanduel':
                         if slate_var1 == 'Main Slate':
                             st.session_state.working_seed = init_FD_seed_frames(sharp_split_var)
-                            fd_id_dict = dict(zip(st.session_state.working_seed.Player, st.session_state.working_seed.player_id))
                             
                         raw_baselines = fd_raw
                         column_names = fd_columns
                     st.session_state.working_seed = st.session_state.working_seed[np.isin(st.session_state.working_seed[:, 11], team_var2)]
                     st.session_state.working_seed = st.session_state.working_seed[np.isin(st.session_state.working_seed[:, 12], stack_var2)]
                 data_export = st.session_state.working_seed.copy()
-                for col in range(9):
-                    data_export[:, col] = np.array([dk_id_dict.get(x, x) for x in data_export[:, col]])
                 st.download_button(
                     label="Export optimals set",
                     data=convert_df(data_export),
@@ -208,7 +204,6 @@ with tab2:
                 elif 'working_seed' not in st.session_state:
                     if slate_var1 == 'Main Slate':
                         st.session_state.working_seed = init_DK_seed_frames(sharp_split_var)
-                        dk_id_dict = dict(zip(st.session_state.working_seed.Player, st.session_state.working_seed.player_id))
                         
                     raw_baselines = dk_raw
                     column_names = dk_columns
@@ -225,7 +220,6 @@ with tab2:
                 elif 'working_seed' not in st.session_state:
                     if slate_var1 == 'Main Slate':
                         st.session_state.working_seed = init_FD_seed_frames(sharp_split_var)
-                        fd_id_dict = dict(zip(st.session_state.working_seed.Player, st.session_state.working_seed.player_id))
                         
                     raw_baselines = fd_raw
                     column_names = fd_columns