trying to add a position parse argument for the player stats

app.py

@@ -3337,10 +3337,11 @@ if selected_tab == 'Manage Portfolio':
                                 if cpt_mask.any():
                                     player_stats.append({
                                         'Player': f"{player} (CPT)",
-                                        'Position': st.session_state['map_dict']['pos_map'][player],
+                                        'Position': 'CPT',
                                         'Team': st.session_state['map_dict']['team_map'][player],
                                         'ProjOwn': st.session_state['map_dict']['cpt_own_map'][player] / 100.0,
                                         'Exposure': cpt_mask.sum() / len(st.session_state['display_frame']),
+                                        'Own_Edge': st.session_state['map_dict']['cpt_own_map'][player] / 100.0 - (cpt_mask.sum() / len(st.session_state['display_frame'])),
                                         'Avg Median': st.session_state['display_frame'][cpt_mask]['median'].mean(),
                                         'Avg Own': st.session_state['display_frame'][cpt_mask]['Own'].mean(),
                                         'Avg Dupes': st.session_state['display_frame'][cpt_mask]['Dupes'].mean(),
@@ -3357,10 +3358,11 @@ if selected_tab == 'Manage Portfolio':
                                 if flex_mask.any():
                                     player_stats.append({
                                         'Player': f"{player} (FLEX)",
-                                        'Position': st.session_state['map_dict']['pos_map'][player],
+                                        'Position': 'FLEX',
                                         'Team': st.session_state['map_dict']['team_map'][player],
                                         'ProjOwn': (st.session_state['map_dict']['own_map'][player] - st.session_state['map_dict']['cpt_own_map'][player]) / 100.0,
                                         'Exposure': flex_mask.sum() / len(st.session_state['display_frame']),
+                                        'Own_Edge': (st.session_state['map_dict']['own_map'][player] - st.session_state['map_dict']['cpt_own_map'][player]) / 100.0 - (flex_mask.sum() / len(st.session_state['display_frame'])),
                                         'Avg Median': st.session_state['display_frame'][flex_mask]['median'].mean(),
                                         'Avg Own': st.session_state['display_frame'][flex_mask]['Own'].mean(),
                                         'Avg Dupes': st.session_state['display_frame'][flex_mask]['Dupes'].mean(),
@@ -3378,10 +3380,11 @@ if selected_tab == 'Manage Portfolio':
                                 if cpt_mask.any():
                                     player_stats.append({
                                         'Player': f"{player} (CPT)",
-                                        'Position': st.session_state['map_dict']['pos_map'][player],
+                                        'Position': 'CPT',
                                         'Team': st.session_state['map_dict']['team_map'][player],
                                         'ProjOwn': st.session_state['map_dict']['cpt_own_map'][player] / 100.0,
                                         'Exposure': cpt_mask.sum() / len(st.session_state['display_frame']),
+                                        'Own_Edge': st.session_state['map_dict']['cpt_own_map'][player] / 100.0 - (cpt_mask.sum() / len(st.session_state['display_frame'])),
                                         'Avg Median': st.session_state['display_frame'][cpt_mask]['median'].mean(),
                                         'Avg Own': st.session_state['display_frame'][cpt_mask]['Own'].mean(),
                                         'Avg Dupes': st.session_state['display_frame'][cpt_mask]['Dupes'].mean(),
@@ -3398,10 +3401,11 @@ if selected_tab == 'Manage Portfolio':
                                 if flex_mask.any():
                                     player_stats.append({
                                         'Player': f"{player} (FLEX)",
-                                        'Position': st.session_state['map_dict']['pos_map'][player],
+                                        'Position': 'FLEX',
                                         'Team': st.session_state['map_dict']['team_map'][player],
                                         'ProjOwn': (st.session_state['map_dict']['own_map'][player] - st.session_state['map_dict']['cpt_own_map'][player]) / 100.0,
                                         'Exposure': flex_mask.sum() / len(st.session_state['display_frame']),
+                                        'Own_Edge': (st.session_state['map_dict']['own_map'][player] - st.session_state['map_dict']['cpt_own_map'][player]) / 100.0 - (flex_mask.sum() / len(st.session_state['display_frame'])),
                                         'Avg Median': st.session_state['display_frame'][flex_mask]['median'].mean(),
                                         'Avg Own': st.session_state['display_frame'][flex_mask]['Own'].mean(),
                                         'Avg Dupes': st.session_state['display_frame'][flex_mask]['Dupes'].mean(),
@@ -3423,6 +3427,7 @@ if selected_tab == 'Manage Portfolio':
                                         'Team': st.session_state['map_dict']['team_map'][player],
                                         'ProjOwn': st.session_state['map_dict']['own_map'][player] / 100.0,
                                         'Exposure': player_mask.sum() / len(st.session_state['display_frame']),
+                                        'Own_Edge': st.session_state['map_dict']['own_map'][player] / 100.0 - (player_mask.sum() / len(st.session_state['display_frame'])),
                                         'Avg Median': st.session_state['display_frame'][player_mask]['median'].mean(),
                                         'Avg Own': st.session_state['display_frame'][player_mask]['Own'].mean(),
                                         'Avg Dupes': st.session_state['display_frame'][player_mask]['Dupes'].mean(),
@@ -3437,12 +3442,18 @@ if selected_tab == 'Manage Portfolio':
                     if 'origin_player_exposures' not in st.session_state:
                         st.session_state['origin_player_exposures'] = player_summary.copy()
                 
+                position_parse = st.selectbox("Parse by:", options=['All', *st.session_state['player_summary']['Position'].unique()], key='position_parse')
                 st.subheader("Player Summary")
+                if position_parse != 'All':
+                    st.session_state['player_summary'] = st.session_state['player_summary'][st.session_state['player_summary']['Position'].str.contains(position_parse)]
+                else:
+                    st.session_state['player_summary'] = st.session_state['player_summary']
                 st.dataframe(
                     st.session_state['player_summary'].style
                     .background_gradient(axis=0).background_gradient(cmap='RdYlGn').background_gradient(cmap='RdYlGn_r', subset=['Avg Finish %', 'Avg Own', 'Avg Dupes'])
                     .format({
                         'ProjOwn': '{:.2%}',
+                        'Own_Edge': '{:.2%}',
                         'Avg Median': '{:.2f}',
                         'Avg Own': '{:.2f}',
                         'Avg Dupes': '{:.2f}',