Refactor flex multipliers in Streamlit app to adjust RB, WR, QB, and TE values, improving accuracy in player evaluations and ensuring consistent index limits across all positions.

src/streamlit_app.py

@@ -75,24 +75,24 @@ pos_vorp_limiters = {
 flex_multipliers = {
     'Half PPR': {
         'QB': 2,
-        'RB': 2,
-        'WR': 2,
+        'RB': 3,
+        'WR': 3,
         'TE': 2,
     },
     'PPR': {    
         'QB': 2,
         'RB': 2,
-        'WR': 2,
+        'WR': 3,
         'TE': 2,
     },
     'Standard': {
         'QB': 2,
-        'RB': 2,
+        'RB': 3,
         'WR': 2,
         'TE': 2,
     },
     'Superflex': {
-        'QB': 4,
+        'QB': 3,
         'RB': 2,
         'WR': 2,
         'TE': 2,
@@ -101,7 +101,7 @@ flex_multipliers = {
         'QB': 2,
         'RB': 2,
         'WR': 2,
-        'TE': 4,
+        'TE': 3,
     },
 }
 
@@ -275,10 +275,15 @@ def designate_custom_position_reqs(league_settings: dict, flex_percentiles: dict
     wr_base = league_settings['WR'] * league_settings['TEAMS']
     te_base = league_settings['TE'] * league_settings['TEAMS']
 
-    qb_rv_index = min(math.ceil((qb_base) * flex_multipliers['QB']), 48)
-    rb_rv_index = min(math.ceil((rb_base + ((league_settings['TEAMS'] * league_settings['FLEX']) * flex_percentiles['RB'])) * flex_multipliers['RB']), 60)
-    wr_rv_index = min(math.ceil((wr_base + ((league_settings['TEAMS'] * league_settings['FLEX']) * flex_percentiles['WR'])) * flex_multipliers['WR']), 90)
-    te_rv_index = min(math.ceil((te_base + ((league_settings['TEAMS'] * league_settings['FLEX']) * flex_percentiles['TE'])) * flex_multipliers['TE']), 30)
+    qb_flex_mult = flex_multipliers['QB'] * (league_settings['TEAMS'] / 12)
+    rb_flex_mult = flex_multipliers['RB'] * (league_settings['TEAMS'] / 12)
+    wr_flex_mult = flex_multipliers['WR'] * (league_settings['TEAMS'] / 12)
+    te_flex_mult = flex_multipliers['TE'] * (league_settings['TEAMS'] / 12)
+
+    qb_rv_index = min(math.ceil((qb_base) * qb_flex_mult), 1000)
+    rb_rv_index = min(math.ceil((rb_base + ((league_settings['TEAMS'] * league_settings['FLEX']) * flex_percentiles['RB'])) * rb_flex_mult), 1000)
+    wr_rv_index = min(math.ceil((wr_base + ((league_settings['TEAMS'] * league_settings['FLEX']) * flex_percentiles['WR'])) * wr_flex_mult), 1000)
+    te_rv_index = min(math.ceil((te_base + ((league_settings['TEAMS'] * league_settings['FLEX']) * flex_percentiles['TE'])) * te_flex_mult), 1000)
     
     print(f"Need {qb_rv_index} for QB in {league_settings['TEAMS']} teams with type {league_settings['TYPE']}")
     print(f"Need {rb_rv_index} for RB in {league_settings['TEAMS']} teams with type {league_settings['TYPE']}")
@@ -300,10 +305,10 @@ def designate_base_position_reqs() -> dict:
     wr_base = 3 * 12
     te_base = 1 * 12
 
-    qb_rv_index = min(math.ceil(qb_base * 2), 48)
-    rb_rv_index = min(math.ceil((rb_base + ((12 * 1) * .40)) * 2), 60)
-    wr_rv_index = min(math.ceil((wr_base + ((12 * 1) * .55)) * 2), 90)
-    te_rv_index = min(math.ceil((te_base + ((12 * 1) * .05)) * 2), 30)
+    qb_rv_index = min(math.ceil(qb_base * 2), 1000)
+    rb_rv_index = min(math.ceil((rb_base + ((12 * 1) * .40)) * 2), 1000)
+    wr_rv_index = min(math.ceil((wr_base + ((12 * 1) * .55)) * 2), 1000)
+    te_rv_index = min(math.ceil((te_base + ((12 * 1) * .05)) * 2), 1000)
     
     print(f"Need {qb_rv_index} for QB in {12} teams with type {league_settings['TYPE']}")
     print(f"Need {rb_rv_index} for RB in {12} teams with type {league_settings['TYPE']}")