Add slate selection functionality for DraftKings and Fanduel lineups, along with custom tab styling in Streamlit app

app.py

@@ -34,6 +34,38 @@ fd_hb_columns = ['C1', 'C2', 'W1', 'W2', 'D1', 'D2', 'FLEX1', 'FLEX2', 'G']
 dk_sd_columns = ['CPT', 'FLEX1', 'FLEX2', 'FLEX3', 'FLEX4', 'FLEX5', 'salary', 'proj', 'Team', 'Team_count', 'Secondary', 'Secondary_count', 'Own']
 fd_sd_columns = ['CPT', 'FLEX1', 'FLEX2', 'FLEX3', 'FLEX4', 'FLEX5', 'salary', 'proj', 'Team', 'Team_count', 'Secondary', 'Secondary_count', 'Own']
 
+st.markdown("""
+<style>
+    /* Tab styling */
+    .stTabs [data-baseweb="tab-list"] {
+        gap: 8px;
+        padding: 4px;
+    }
+
+    .stTabs [data-baseweb="tab"] {
+        height: 50px;
+        white-space: pre-wrap;
+        background-color: #68B1E7;
+        color: white;
+        border-radius: 10px;
+        gap: 1px;
+        padding: 10px 20px;
+        font-weight: bold;
+        transition: all 0.3s ease;
+    }
+
+    .stTabs [aria-selected="true"] {
+        background-color: #68B1E7;
+        border: 3px solid #4FB286;
+        color: white;
+    }
+
+    .stTabs [data-baseweb="tab"]:hover {
+        background-color: #4FB286;
+        cursor: pointer;
+    }
+</style>""", unsafe_allow_html=True)
+
 @st.cache_resource(ttl=200)
 def player_stat_table():
     collection = db["Player_Level_ROO"] 
@@ -57,12 +89,18 @@ def player_stat_table():
     return player_frame, line_frame, pp_frame, timestamp
 
 @st.cache_resource(ttl = 60)
-def init_DK_lineups(prio_var, prio_mix, lineup_num, player_var2):  
+def init_DK_lineups(prio_var, prio_mix, lineup_num, player_var2, slate_var):  
 
     if prio_var == 'Mix':
         prio_var = None
 
-    collection = db['DK_NHL_seed_frame']
+    if slate_var == 'Main Slate':
+        collection = db['DK_NHL_seed_frame_Main Slate']
+    elif slate_var == 'Secondary Slate':
+        collection = db['DK_NHL_seed_frame_Secondary Slate']
+    elif slate_var == 'Auxiliary Slate':
+        collection = db['DK_NHL_seed_frame_Auxiliary Slate']
+
     if prio_var == None:
         if player_var2 != []:
             player_columns = ['C1', 'C2', 'W1', 'W2', 'W3', 'D1', 'D2', 'G', 'FLEX']
@@ -99,12 +137,18 @@ def init_DK_lineups(prio_var, prio_mix, lineup_num, player_var2):
     return DK_seed
 
 @st.cache_resource(ttl = 60)
-def init_FD_lineups(prio_var, prio_mix, lineup_num, player_var2):
+def init_FD_lineups(prio_var, prio_mix, lineup_num, player_var2, slate_var):
 
     if prio_var == 'Mix':
         prio_var = None
 
-    collection = db['FD_NHL_seed_frame']
+    if slate_var == 'Main Slate':
+        collection = db['FD_NHL_seed_frame_Main Slate']
+    elif slate_var == 'Secondary Slate':
+        collection = db['FD_NHL_seed_frame_Secondary Slate']
+    elif slate_var == 'Auxiliary Slate':
+        collection = db['FD_NHL_seed_frame_Auxiliary Slate']
+
     if prio_var == None:
         if player_var2 != []:
             player_columns = ['C1', 'C2', 'W1', 'W2', 'D1', 'D2', 'FLEX1', 'FLEX2', 'G']
@@ -175,8 +219,8 @@ with app_load_reset_column:
         fd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Fanduel']['Player'], player_frame[player_frame['Site'] == 'Fanduel']['player_id']))
         dk_sd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Draftkings']['Player'], player_frame[player_frame['Site'] == 'Draftkings']['player_id']))
         fd_sd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Fanduel']['Player'], player_frame[player_frame['Site'] == 'Fanduel']['player_id']))
-        dk_lineups = init_DK_lineups('proj', 50, 25000, [])
-        fd_lineups = init_FD_lineups('proj', 50, 25000, [])
+        dk_lineups = init_DK_lineups('proj', 50, 25000, [], 'Main Slate')
+        fd_lineups = init_FD_lineups('proj', 50, 25000, [], 'Main Slate')
         for key in st.session_state.keys():
             del st.session_state[key]
 with app_view_site_column:
@@ -215,8 +259,8 @@ with tab1:
             fd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Fanduel']['Player'], player_frame[player_frame['Site'] == 'Fanduel']['player_id']))
             dk_sd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Draftkings']['Player'], player_frame[player_frame['Site'] == 'Draftkings']['player_id']))
             fd_sd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Fanduel']['Player'], player_frame[player_frame['Site'] == 'Fanduel']['player_id']))
-            dk_lineups = init_DK_lineups('proj', 50, 25000, [])
-            fd_lineups = init_FD_lineups('proj', 50, 25000, [])
+            dk_lineups = init_DK_lineups('proj', 50, 25000, [], 'Main Slate')
+            fd_lineups = init_FD_lineups('proj', 50, 25000, [], 'Main Slate')
             t_stamp = f"Last Update: " + str(timestamp) + f" CST"
         split_var1 = st.radio("Would you like to view the whole slate or just specific games?", ('Full Slate Run', 'Specific Games'), key='split_var1')
         if split_var1 == 'Specific Games':
@@ -294,8 +338,8 @@ with tab2:
             fd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Fanduel']['Player'], player_frame[player_frame['Site'] == 'Fanduel']['player_id']))
             dk_sd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Draftkings']['Player'], player_frame[player_frame['Site'] == 'Draftkings']['player_id']))
             fd_sd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Fanduel']['Player'], player_frame[player_frame['Site'] == 'Fanduel']['player_id']))
-            dk_lineups = init_DK_lineups('proj', 50, 25000, [])
-            fd_lineups = init_FD_lineups('proj', 50, 25000, [])
+            dk_lineups = init_DK_lineups('proj', 50, 25000, [], 'Main Slate')
+            fd_lineups = init_FD_lineups('proj', 50, 25000, [], 'Main Slate')
             t_stamp = f"Last Update: " + str(timestamp) + f" CST"
         sal_var2 = st.slider("Is there a certain price range you want to view?", 5000, 40000, (5000, 40000), key='sal_var2')
 
@@ -334,8 +378,8 @@ with tab3:
             fd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Fanduel']['Player'], player_frame[player_frame['Site'] == 'Fanduel']['player_id']))
             dk_sd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Draftkings']['Player'], player_frame[player_frame['Site'] == 'Draftkings']['player_id']))
             fd_sd_id_map = dict(zip(player_frame[player_frame['Site'] == 'Fanduel']['Player'], player_frame[player_frame['Site'] == 'Fanduel']['player_id']))
-            dk_lineups = init_DK_lineups('proj', 50, 25000, [])
-            fd_lineups = init_FD_lineups('proj', 50, 25000, [])
+            dk_lineups = init_DK_lineups('proj', 50, 25000, [], 'Main Slate')
+            fd_lineups = init_FD_lineups('proj', 50, 25000, [], 'Main Slate')
             t_stamp = f"Last Update: " + str(timestamp) + f" CST"
         sal_var3 = st.slider("Is there a certain price range you want to view?", 5000, 40000, (5000, 40000), key='sal_var3')
     
@@ -404,14 +448,14 @@ with tab4:
         
         if type_var == 'Regular':
             if site_var == 'Draftkings':
-                dk_lineups = init_DK_lineups(prio_var, prio_mix, lineup_num, player_var2)
+                dk_lineups = init_DK_lineups(prio_var, prio_mix, lineup_num, player_var2, slate_var3)
             elif site_var == 'Fanduel':
-                fd_lineups = init_FD_lineups(prio_var, prio_mix, lineup_num, player_var2)
+                fd_lineups = init_FD_lineups(prio_var, prio_mix, lineup_num, player_var2, slate_var3)
         elif type_var == 'Showdown':
             if site_var == 'Draftkings':
-                dk_lineups = init_DK_lineups(prio_var, prio_mix, lineup_num, player_var2)
+                dk_lineups = init_DK_lineups(prio_var, prio_mix, lineup_num, player_var2, slate_var3)
             elif site_var == 'Fanduel':
-                fd_lineups = init_FD_lineups(prio_var, prio_mix, lineup_num, player_var2)
+                fd_lineups = init_FD_lineups(prio_var, prio_mix, lineup_num, player_var2, slate_var3)
 
         with optimals_salary_col:
             if site_var == 'Draftkings':