Add player and scenario filtering to Gamelogs display

Enhance the Gamelogs tab with new filtering capabilities:
- Add player search dropdown to filter gamelogs by specific player
- Implement scenario filtering for wins, losses, or all games
- Maintain existing display formatting and gradient styling

app.py

@@ -616,10 +616,11 @@ if st.button("Run"):
     else:
         st.session_state.team_data, st.session_state.opp_boost, st.session_state.results_dict, st.session_state.gamelogs = init_player_data(game_count, selected_players, selected_opponent, win_loss_settings, kill_predictions, death_predictions, start_date, end_date)
 
-    st.session_state.gamelogs_display = st.session_state.gamelogs[['date', 'teamname', 'Opponent', 'playername', 'position', 'result', 'kills', 'playername_avg_kills_win', 'deaths', 'playername_avg_deaths_win', 'assists', 'playername_avg_assists_win', 'total_cs', 'playername_avg_total_cs_win', 'fantasy']]
+    st.session_state.gamelogs_display = st.session_state.gamelogs[['date', 'teamname', 'Opponent', 'playername', 'position', 'result', 'kills', 'playername_avg_kills_win', 'playername_avg_kills_loss', 'deaths', 'playername_avg_deaths_win', 'playername_avg_deaths_loss', 'assists', 'playername_avg_assists_win', 'playername_avg_assists_loss', 'total_cs', 'playername_avg_total_cs_win', 'playername_avg_total_cs_loss', 'fantasy']]
     st.session_state.gamelogs_display = st.session_state.gamelogs_display.rename(columns = {'teamname': 'Team', 'Opponent': 'Opp', 'playername': 'Player',
                                                             'position': 'Pos', 'result': 'W/L', 'playername_avg_kills_win': 'Avg_Kill_Win',
                                                             'playername_avg_deaths_win': 'Avg_Death_Win', 'playername_avg_assists_win': 'Avg_Assist_Win', 'playername_avg_total_cs_win': 'Avg_CS_Win',
+                                                            'playername_avg_kills_loss': 'Avg_Kill_Loss', 'playername_avg_deaths_loss': 'Avg_Death_Loss', 'playername_avg_assists_loss': 'Avg_Assist_Loss', 'playername_avg_total_cs_loss': 'Avg_CS_Loss',
                                                             'kills': 'Kill', 'deaths': 'Death', 'assists': 'Assist', 'total_cs': 'CS', 'fantasy': 'Fantasy'})
     st.session_state.gamelogs_display = st.session_state.gamelogs_display[st.session_state.gamelogs_display['Pos'] != 'team']
     st.session_state.gamelogs_display = st.session_state.gamelogs_display.sort_values(by = ['date'], ascending = False)
@@ -788,4 +789,19 @@ with tab3:
 with tab4:
     if 'gamelogs_display' in st.session_state:
         st.subheader("Gamelogs")
+        with st.container():
+            col1, col2 = st.columns([4, 4])
+            with col1:
+                player_search = st.selectbox("Search for a player", st.session_state.gamelogs_display['Player'].unique().tolist())
+            with col2:
+                scenario_search = st.selectbox("Wins, Losses, or All games?", ['Wins', 'Losses', 'All'])
+        
+        st.session_state.gamelogs_display = st.session_state.gamelogs_display[st.session_state.gamelogs_display['Player'] == player_search]
+        if scenario_search == 'Wins':
+            st.session_state.gamelogs_display = st.session_state.gamelogs_display[st.session_state.gamelogs_display['W/L'] == 1]
+        elif scenario_search == 'Losses':
+            st.session_state.gamelogs_display = st.session_state.gamelogs_display[st.session_state.gamelogs_display['W/L'] == 0]
+        else:
+            st.session_state.gamelogs_display = st.session_state.gamelogs_display
+
         st.dataframe(st.session_state.gamelogs_display.style.background_gradient(axis=0).background_gradient(cmap='RdYlGn').format(precision=2), use_container_width = True)