Update app.py

app.py

@@ -1,14 +1,565 @@
-from parsebets import *
-from iteratenba import *
-from iteratenfl import *
-from createnbascore import *
-from createnflscore import *
+import pandas
+import csv
+import os
 
-bet_dicts = Create_Current_Bet_Dicts('Rebounds')
+def prizepicks_6_legs_flex(wager, odds):
+    #calculate EV
+    value_win_6 = wager * 24
+    odds_win_6 = 1
+    for i in range(len(odds)):
+        odds_win_6 *= odds[i]
+    value_win_6 *= odds_win_6
+    
+    value_win_5 = wager
+    odds_win_5 = 0
+    for i in range(len(odds)):
+        temp = 1 - odds[i]
+        for n in range(len(odds)):
+            if n == i:
+                continue
+            temp *= odds[n]
+        odds_win_5 += temp
+    value_win_5 *= odds_win_5
+    
+    value_win_4 = 0.6 * wager * -1
+    odds_win_4 = 0
+    for i in range(len(odds)):
+        temp_1 = 1 - odds[i]
+        for n in range(len(odds)):
+            if n <= i:
+                continue
+            temp_2 = (1 - odds[n]) * temp_1
+            for j in range(len(odds)):
+                if j == i or j == n:
+                    continue
+                temp_2 *= odds[j]
+            odds_win_4 += temp_2
+    value_win_4 *= odds_win_4
+    
+    value_win_3 = wager * -1
+    odds_win_3 = 0
+    for i in range(len(odds)):
+        temp_1 = 1 - odds[i]
+        for n in range(len(odds)):
+            if n <= i:
+                continue
+            temp_2 = (1 - odds[n]) * temp_1
+            for j in range(len(odds)):
+                if j <= n:
+                    continue
+                temp_3 = (1 - odds[j]) * temp_2
+                for k in range(len(odds)):
+                    if k == i or k == n or k == j:
+                        continue
+                    temp_3 *= odds[k]
+                odds_win_3 += temp_3
+    value_win_3 *= odds_win_3
+    
+    odds_inverse = []
+    for i in range(len(odds)):
+        odds_inverse.append(1 - odds[i])
+    
+    value_win_2 = wager * -1
+    odds_win_2 = 0
+    for i in range(len(odds_inverse)):
+        temp_1 = 1 - odds_inverse[i]
+        for n in range(len(odds_inverse)):
+            if n <= i:
+                continue
+            temp_2 = (1 - odds_inverse[n]) * temp_1
+            for j in range(len(odds_inverse)):
+                if j == i or j == n:
+                    continue
+                temp_2 *= odds_inverse[j]
+            odds_win_2 += temp_2
+    value_win_2 *= odds_win_2
+    
+    value_win_1 = wager * -1
+    odds_win_1 = 0
+    for i in range(len(odds_inverse)):
+        temp = 1 - odds_inverse[i]
+        for n in range(len(odds_inverse)):
+            if n == i:
+                continue
+            temp *= odds_inverse[n]
+        odds_win_1 += temp
+    value_win_1 *= odds_win_1
+    
+    value_win_0 = wager * -1
+    odds_win_0 = 1
+    for i in range(len(odds_inverse)):
+        odds_win_0 *= odds_inverse[i]
+    value_win_0 *= odds_win_0
+    
+    ev = value_win_0 + value_win_1 + value_win_2 + value_win_3 + value_win_4 + value_win_5 + value_win_6
+    print("$" + str(wager) + " 6-legs flex play with implied odds: " + str(odds))
+    print("Chance to win 6/6 (PnL $" + str(wager * 24) + "): " + str(odds_win_6))
+    print("Chance to win 5/6 (PnL $" + str(wager) + "): " + str(odds_win_5))
+    print("Chance to win 4/6 (PnL $" + str(wager * -0.6) + "): " + str(odds_win_4))
+    print("Chance to lose (PnL $" + str(wager * -1) + "): " + str(odds_win_3 + odds_win_2 + odds_win_1 + odds_win_0))
+    print("Expected PnL: $" + str(ev))
+    print()
+    return ev, "6-legs flex"
 
-nba = Create_NBA_Score(bet_dicts)
-print(nba)
+def prizepicks_5_legs_flex(wager, odds):
+    #calculate EV
+    value_win_5 = wager * 9
+    odds_win_5 = 1
+    for i in range(len(odds)):
+        odds_win_5 *= odds[i]
+    value_win_5 *= odds_win_5
+    
+    value_win_4 = wager
+    odds_win_4 = 0
+    for i in range(len(odds)):
+        temp = 1 - odds[i]
+        for n in range(len(odds)):
+            if n == i:
+                continue
+            temp *= odds[n]
+        odds_win_4 += temp
+    value_win_4 *= odds_win_4
+    
+    value_win_3 = 0.6 * wager * -1
+    odds_win_3 = 0
+    for i in range(len(odds)):
+        temp_1 = 1 - odds[i]
+        for n in range(len(odds)):
+            if n <= i:
+                continue
+            temp_2 = (1 - odds[n]) * temp_1
+            for j in range(len(odds)):
+                if j == i or j == n:
+                    continue
+                temp_2 *= odds[j]
+            odds_win_3 += temp_2
+    value_win_3 *= odds_win_3
+    
+    odds_inverse = []
+    for i in range(len(odds)):
+        odds_inverse.append(1 - odds[i])
+    
+    value_win_2 = wager * -1
+    odds_win_2 = 0
+    for i in range(len(odds_inverse)):
+        temp_1 = 1 - odds_inverse[i]
+        for n in range(len(odds_inverse)):
+            if n <= i:
+                continue
+            temp_2 = (1 - odds_inverse[n]) * temp_1
+            for j in range(len(odds_inverse)):
+                if j == i or j == n:
+                    continue
+                temp_2 *= odds_inverse[j]
+            odds_win_2 += temp_2
+    value_win_2 *= odds_win_2
+    
+    value_win_1 = wager * -1
+    odds_win_1 = 0
+    for i in range(len(odds_inverse)):
+        temp = 1 - odds_inverse[i]
+        for n in range(len(odds_inverse)):
+            if n == i:
+                continue
+            temp *= odds_inverse[n]
+        odds_win_1 += temp
+    value_win_1 *= odds_win_1
+    
+    value_win_0 = wager * -1
+    odds_win_0 = 1
+    for i in range(len(odds_inverse)):
+        odds_win_0 *= odds_inverse[i]
+    value_win_0 *= odds_win_0
+    
+    ev = value_win_0 + value_win_1 + value_win_2 + value_win_3 + value_win_4 + value_win_5
+    print("$" + str(wager) + " 5-legs flex play with implied odds: " + str(odds))
+    print("Chance to win 5/5 (PnL $" + str(wager * 9) + "): " + str(odds_win_5))
+    print("Chance to win 4/5 (PnL $" + str(wager) + "): " + str(odds_win_4))
+    print("Chance to win 3/5 (PnL $" + str(wager * -0.6) + "): " + str(odds_win_3))
+    print("Chance to lose (PnL $" + str(wager * -1) + "): " + str(odds_win_2 + odds_win_1 + odds_win_0))
+    print("Expected PnL: $" + str(ev))
+    print()
+    return ev, "5-legs flex"
 
-#test = Create_NBA_Score(bet_dicts)
-#print(test)
+def prizepicks_4_legs_flex(wager, odds):
+    #calculate EV
+    value_win_4 = wager * 4
+    odds_win_4 = 1
+    for i in range(len(odds)):
+        odds_win_4 *= odds[i]
+    value_win_4 *= odds_win_4
+    
+    value_win_3 = wager * 0.5
+    odds_win_3 = 0
+    for i in range(len(odds)):
+        temp = 1 - odds[i]
+        for n in range(len(odds)):
+            if n == i:
+                continue
+            temp *= odds[n]
+        odds_win_3 += temp
+    value_win_3 *= odds_win_3
+    
+    value_win_2 = wager * -1
+    odds_win_2 = 0
+    for i in range(len(odds)):
+        temp_1 = 1 - odds[i]
+        for n in range(len(odds)):
+            if n <= i:
+                continue
+            temp_2 = (1 - odds[n]) * temp_1
+            for j in range(len(odds)):
+                if j == i or j == n:
+                    continue
+                temp_2 *= odds[j]
+            odds_win_2 += temp_2
+    value_win_2 *= odds_win_2
+    
+    odds_inverse = []
+    for i in range(len(odds)):
+        odds_inverse.append(1 - odds[i])
+    
+    value_win_1 = wager * -1
+    odds_win_1 = 0
+    for i in range(len(odds_inverse)):
+        temp = 1 - odds_inverse[i]
+        for n in range(len(odds_inverse)):
+            if n == i:
+                continue
+            temp *= odds_inverse[n]
+        odds_win_1 += temp
+    value_win_1 *= odds_win_1
+    
+    value_win_0 = wager * -1
+    odds_win_0 = 1
+    for i in range(len(odds_inverse)):
+        odds_win_0 *= odds_inverse[i]
+    value_win_0 *= odds_win_0
+    
+    ev = value_win_0 + value_win_1 + value_win_2 + value_win_3 + value_win_4
+    print("$" + str(wager) + " 4-legs flex play with implied odds: " + str(odds))
+    print("Chance to win 4/4 (PnL $" + str(wager * 4) + "): " + str(odds_win_4))
+    print("Chance to win 3/4 (PnL $" + str(wager * 0.5) + "): " + str(odds_win_3))
+    print("Chance to lose (PnL $" + str(wager * -1) + "): " + str(odds_win_2 + odds_win_1 + odds_win_0))
+    print("Expected PnL: $" + str(ev))
+    print()
+    return ev, "4-legs flex"
 
+def prizepicks_4_legs_power(wager, odds):
+    #calculate EV
+    value_win_4 = wager * 9
+    odds_win_4 = 1
+    for i in range(len(odds)):
+        odds_win_4 *= odds[i]
+    value_win_4 *= odds_win_4
+    
+    value_win_3 = wager * -1
+    odds_win_3 = 0
+    for i in range(len(odds)):
+        temp = 1 - odds[i]
+        for n in range(len(odds)):
+            if n == i:
+                continue
+            temp *= odds[n]
+        odds_win_3 += temp
+    value_win_3 *= odds_win_3
+    
+    value_win_2 = wager * -1
+    odds_win_2 = 0
+    for i in range(len(odds)):
+        temp_1 = 1 - odds[i]
+        for n in range(len(odds)):
+            if n <= i:
+                continue
+            temp_2 = (1 - odds[n]) * temp_1
+            for j in range(len(odds)):
+                if j == i or j == n:
+                    continue
+                temp_2 *= odds[j]
+            odds_win_2 += temp_2
+    value_win_2 *= odds_win_2
+    
+    odds_inverse = []
+    for i in range(len(odds)):
+        odds_inverse.append(1 - odds[i])
+    
+    value_win_1 = wager * -1
+    odds_win_1 = 0
+    for i in range(len(odds_inverse)):
+        temp = 1 - odds_inverse[i]
+        for n in range(len(odds_inverse)):
+            if n == i:
+                continue
+            temp *= odds_inverse[n]
+        odds_win_1 += temp
+    value_win_1 *= odds_win_1
+    
+    value_win_0 = wager * -1
+    odds_win_0 = 1
+    for i in range(len(odds_inverse)):
+        odds_win_0 *= odds_inverse[i]
+    value_win_0 *= odds_win_0
+    
+    ev = value_win_0 + value_win_1 + value_win_2 + value_win_3 + value_win_4
+    print("$" + str(wager) + " 4-legs power play with implied odds: " + str(odds))
+    print("Chance to win 4/4 (PnL $" + str(wager * 9) + "): " + str(odds_win_4))
+    print("Chance to lose (PnL $" + str(wager * -1) + "): " + str(odds_win_3 + odds_win_2 + odds_win_1 + odds_win_0))
+    print("Expected PnL: $" + str(ev))
+    print()
+    return ev, "4-legs power"
+
+def prizepicks_3_legs_flex(wager, odds):
+    #calculate EV
+    value_win_3 = wager * 1.25
+    odds_win_3 = 1
+    for i in range(len(odds)):
+        odds_win_3 *= odds[i]
+    value_win_3 *= odds_win_3
+    
+    value_win_2 = wager * 0.25
+    odds_win_2 = 0
+    for i in range(len(odds)):
+        temp = 1 - odds[i]
+        for n in range(len(odds)):
+            if n == i:
+                continue
+            temp *= odds[n]
+        odds_win_2 += temp
+    value_win_2 *= odds_win_2
+    
+    odds_inverse = []
+    for i in range(len(odds)):
+        odds_inverse.append(1 - odds[i])
+    
+    value_win_1 = wager * -1
+    odds_win_1 = 0
+    for i in range(len(odds_inverse)):
+        temp = 1 - odds_inverse[i]
+        for n in range(len(odds_inverse)):
+            if n == i:
+                continue
+            temp *= odds_inverse[n]
+        odds_win_1 += temp
+    value_win_1 *= odds_win_1
+    
+    value_win_0 = wager * -1
+    odds_win_0 = 1
+    for i in range(len(odds_inverse)):
+        odds_win_0 *= odds_inverse[i]
+    value_win_0 *= odds_win_0
+    
+    ev = value_win_0 + value_win_1 + value_win_2 + value_win_3
+    print("$" + str(wager) + " 3-legs flex play with implied odds: " + str(odds))
+    print("Chance to win 3/3 (PnL $" + str(wager * 1.25) + "): " + str(odds_win_3))
+    print("Chance to win 2/3 (PnL $" + str(wager * 0.25) + "): " + str(odds_win_2))
+    print("Chance to lose (PnL $" + str(wager * -1) + "): " + str(odds_win_1 + odds_win_0))
+    print("Expected PnL: $" + str(ev))
+    print()
+    return ev, "3-legs flex"
+
+def prizepicks_3_legs_power(wager, odds):
+    #calculate EV
+    value_win_3 = wager * 4
+    odds_win_3 = 1
+    for i in range(len(odds)):
+        odds_win_3 *= odds[i]
+    value_win_3 *= odds_win_3
+    
+    value_win_2 = wager * -1
+    odds_win_2 = 0
+    for i in range(len(odds)):
+        temp = 1 - odds[i]
+        for n in range(len(odds)):
+            if n == i:
+                continue
+            temp *= odds[n]
+        odds_win_2 += temp
+    value_win_2 *= odds_win_2
+    
+    odds_inverse = []
+    for i in range(len(odds)):
+        odds_inverse.append(1 - odds[i])
+    
+    value_win_1 = wager * -1
+    odds_win_1 = 0
+    for i in range(len(odds_inverse)):
+        temp = 1 - odds_inverse[i]
+        for n in range(len(odds_inverse)):
+            if n == i:
+                continue
+            temp *= odds_inverse[n]
+        odds_win_1 += temp
+    value_win_1 *= odds_win_1
+    
+    value_win_0 = wager * -1
+    odds_win_0 = 1
+    for i in range(len(odds_inverse)):
+        odds_win_0 *= odds_inverse[i]
+    value_win_0 *= odds_win_0
+    
+    ev = value_win_0 + value_win_1 + value_win_2 + value_win_3
+    print("$" + str(wager) + " 3-legs power play with implied odds: " + str(odds))
+    print("Chance to win 3/3 (PnL $" + str(wager * 4) + "): " + str(odds_win_3))
+    print("Chance to lose (PnL $" + str(wager * -1) + "): " + str(odds_win_2 + odds_win_1 + odds_win_0))
+    print("Expected PnL: $" + str(ev))
+    print()
+    return ev, "3-legs power"
+
+def prizepicks_2_legs_power(wager, odds):
+    #calculate EV
+    value_win_2 = wager * 2
+    odds_win_2 = 1
+    for i in range(len(odds)):
+        odds_win_2 *= odds[i]
+    value_win_2 *= odds_win_2
+    
+    value_win_1 = wager * -1
+    odds_win_1 = 0
+    for i in range(len(odds)):
+        temp = 1 - odds[i]
+        for n in range(len(odds)):
+            if n == i:
+                continue
+            temp *= odds[n]
+        odds_win_1 += temp
+    value_win_1 *= odds_win_1
+    
+    odds_inverse = []
+    for i in range(len(odds)):
+        odds_inverse.append(1 - odds[i])
+    
+    value_win_0 = wager * -1
+    odds_win_0 = 1
+    for i in range(len(odds_inverse)):
+        odds_win_0 *= odds_inverse[i]
+    value_win_0 *= odds_win_0
+    
+    ev = value_win_0 + value_win_1 + value_win_2
+    print("$" + str(wager) + " 2-legs power play with implied odds: " + str(odds))
+    print("Chance to win 2/2 (PnL $" + str(wager * 2) + "): " + str(odds_win_2))
+    print("Chance to lose (PnL $" + str(wager * -1) + "): " + str(odds_win_1 + odds_win_0))
+    print("Expected PnL: $" + str(ev))
+    print()
+    return ev, "2-legs power"
+
+def sort_plays(plays):
+    plays.sort(key = lambda x: x[0], reverse=True)
+    return plays
+
+def main():
+    input_fname = "All-Sports_PrizePicks Optimizer.csv"
+    output_fname = "dgf.csv"
+
+    with open(input_fname, newline='') as inFile, open(output_fname, 'w', newline='') as outFile:
+        r = csv.reader(inFile)
+        w = csv.writer(outFile)
+
+        next(r, None)
+        w.writerow(['First Name', 'Last Name', 'Sport', 'Team', 'Over/Under', 'Prop', 'PrizePicks Line',
+        'Sportsbook Line', 'DGF', 'Pinnacle', 'Fanduel', 'DraftKings', 'Barstool', 'MGM', 'Caesars',
+        'BetOnline', 'Bovada', 'Bet365', 'FoxBet', 'Odds to hit'])
+
+        for row in r:
+            w.writerow(row)
+
+    data = pandas.read_csv('dgf.csv')
+    top_lines = data.iloc [[0,1,2,3,4,5]]
+    print(top_lines)
+    odds = top_lines['Odds to hit'].tolist()
+
+    plays_6 = top_lines.iloc [[0,1,2,3,4,5], [0,1,4,5,6]]
+    plays_5 = top_lines.iloc [[0,1,2,3,4], [0,1,4,5,6]]
+    plays_4 = top_lines.iloc [[0,1,2,3], [0,1,4,5,6]]
+    plays_3 = top_lines.iloc [[0,1,2], [0,1,4,5,6]]
+    plays_2 = top_lines.iloc [[0,1], [0,1,4,5,6]]
+
+    for i in range(len(odds)):
+        odds[i] = odds[i]/100
+
+    wager = 100
+    plays = []
+    pp_6_legs_flex = prizepicks_6_legs_flex(wager, odds)
+    pp_6_legs_flex_ev = pp_6_legs_flex[0]
+    plays.append(pp_6_legs_flex)
+
+    pp_5_legs_flex = prizepicks_5_legs_flex(wager, odds[:5])
+    pp_5_legs_flex_ev = pp_5_legs_flex[0]
+    plays.append(pp_5_legs_flex)
+
+    pp_4_legs_flex = prizepicks_4_legs_flex(wager, odds[:4])
+    pp_4_legs_flex_ev = pp_4_legs_flex[0]
+    plays.append(pp_4_legs_flex)
+
+    pp_4_legs_power = prizepicks_4_legs_power(wager, odds[:4])
+    pp_4_legs_power_ev = pp_4_legs_power[0]
+    plays.append(pp_4_legs_power)
+
+    pp_3_legs_flex = prizepicks_3_legs_flex(wager, odds[:3])
+    pp_3_legs_flex_ev = pp_3_legs_flex[0]
+    plays.append(pp_3_legs_flex)
+
+    pp_3_legs_power = prizepicks_3_legs_power(wager, odds[:3])
+    pp_3_legs_power_ev = pp_3_legs_power[0]
+    plays.append(pp_3_legs_power)
+
+    pp_2_legs_power = prizepicks_2_legs_power(wager, odds[:2])
+    pp_2_legs_power_ev = pp_2_legs_power[0]
+    plays.append(pp_2_legs_power)
+    
+    outputs = []
+
+    output_6_flex = ""
+    output_6_flex += "$" + str(wager) + " 6-legs flex play expected PnL: $" + str(float("{:.2f}".format(pp_6_legs_flex_ev))) + "\n"
+    output_6_flex += str(plays_6)
+    output_6_flex += "\n"
+    tup_6_flex = (pp_6_legs_flex_ev, output_6_flex)
+    outputs.append(tup_6_flex)
+
+    output_5_flex = ""
+    output_5_flex += "$" + str(wager) + " 5-legs flex play expected PnL: $" + str(float("{:.2f}".format(pp_5_legs_flex_ev))) + "\n"
+    output_5_flex += str(plays_5)
+    output_5_flex += "\n"
+    tup_5_flex = (pp_5_legs_flex_ev, output_5_flex)
+    outputs.append(tup_5_flex)
+
+    output_4_flex = ""
+    output_4_flex += "$" + str(wager) + " 4-legs flex play expected PnL: $" + str(float("{:.2f}".format(pp_4_legs_flex_ev))) + "\n"
+    output_4_flex += str(plays_4)
+    output_4_flex += "\n"
+    tup_4_flex = (pp_4_legs_flex_ev, output_4_flex)
+    outputs.append(tup_4_flex)
+
+    output_4_power = ""
+    output_4_power += "$" + str(wager) + " 4-legs power play expected PnL: $" + str(float("{:.2f}".format(pp_4_legs_power_ev))) + "\n"
+    output_4_power += str(plays_4)
+    output_4_power += "\n"
+    tup_4_power = (pp_4_legs_power_ev, output_4_power)
+    outputs.append(tup_4_power)
+
+    output_3_flex = ""
+    output_3_flex += "$" + str(wager) + " 3-legs flex play expected PnL: $" + str(float("{:.2f}".format(pp_3_legs_flex_ev))) + "\n"
+    output_3_flex += str(plays_3)
+    output_3_flex += "\n"
+    tup_3_flex = (pp_3_legs_flex_ev, output_3_flex)
+    outputs.append(tup_3_flex)
+
+    output_3_power = ""
+    output_3_power += "$" + str(wager) + " 3-legs power play expected PnL: $" + str(float("{:.2f}".format(pp_3_legs_power_ev))) + "\n"
+    output_3_power += str(plays_3)
+    output_3_power += "\n"
+    tup_3_power = (pp_3_legs_power_ev, output_3_power)
+    outputs.append(tup_3_power)
+
+    output_2_power = ""
+    output_2_power += "$" + str(wager) + " 2-legs power play expected PnL: $" + str(float("{:.2f}".format(pp_2_legs_power_ev))) + "\n"
+    output_2_power += str(plays_2)
+    output_2_power += "\n"
+    tup_2_power = (pp_2_legs_power_ev, output_2_power)
+    outputs.append(tup_2_power)
+
+    sort_plays(outputs)
+    for i in range(len(outputs)):
+        print(outputs[i][1])
+
+if __name__ == "__main__":
+    main()