def match(challenger, defendant, winner):
'''
Updates the ELO value for the specified player
Called in GetStats()
Parameters
----------
player : object of player class
The player to update the ELO value for
'''
# Calculate the expected score for both players
challenger.expected = expected(challenger.ELO, defendant.ELO)
defendant.expected = expected(defendant.ELO, challenger.ELO)
# Set actual score based on the match winner
if winner == challenger:
challenger.result = 1
challenger.wins += 1
defendant.result = 0
defendant.losses += 1
else: # winner == defendant
challenger.result = 0
challenger.losses += 1
defendant.result = 1
defendant.wins += 1
# Increment number of games played
challenger.games += 1
defendant.games += 1
# Set new ELO ratings
challenger.UpdateELO()
defendant.UpdateELO()
def test_elo():
exp = 0
exp += expected(1613, 1609)
exp += expected(1613, 1477)
exp += expected(1613, 1388)
exp += expected(1613, 1586)
exp += expected(1613, 1720)
score = (0 + 0.5 + 1 + 1 + 0)
assert round(elo(1613, exp, score, k=32)) == 1601
assert round(elo(1613, exp, 3, k=32)) == 1617
def update_elo(conn, user_id, opponent_name, did_the_user_win):
cursor = conn.cursor()
cursor.execute("SELECT elo FROM users WHERE \
player_name = '%s'" % opponent_name)
opponent_elo = cursor.fetchone()
cursor.execute("SELECT elo FROM users WHERE \
id_usr = '******'" % user_id)
user_elo = cursor.fetchone()
expected_score = elo.expected(int(user_elo[0]), int(opponent_elo[0]))
if did_the_user_win == 1:
score = 1
score_opponent = 0
else:
score = 0
score_opponent = 1
# update user elo
updated_user_elo = round(
elo.elo(int(user_elo[0]), expected_score, score, k=32))
# update opponent elo, his expected score is 1 - expected_score
updated_opponent_elo = round(
elo.elo(int(opponent_elo[0]), 1 - expected_score, score_opponent,
k=32))
return updated_user_elo, updated_opponent_elo
def update():
if request.method == 'POST':
#Update player elo according to result
winners = request.form['winner'].split(',')
loosers = request.form['looser'].split(',')
winners_elo = 0
loosers_elo = 0
for player in winners:
winners_elo += int(db[player])
for player in loosers:
loosers_elo += int(db[player])
#You may want to flatten elo per player number
#winners_elo = winners_elo / len(winners)
#lossers_elo = loosers_elo / len(loosers)
for player in winners:
exp_score = expected(winners_elo, loosers_elo)
elo = elo_gain(exp_score, 1)
db[player] = str(int(db[player]) + int(round(elo)))
for player in loosers:
exp_score = expected(loosers_elo, winners_elo)
elo = elo_gain(exp_score, 0)
db[player] = str(int(db[player]) + int(round(elo)))
savedb()
return redirect(url_for('index'))
def test_expected():
assert round(expected(1613, 1609), 3) == 0.506
assert round(expected(1613, 1477), 3) == 0.686
assert round(expected(1613, 1388), 3) == 0.785
assert round(expected(1613, 1586), 3) == 0.539
assert round(expected(1613, 1720), 3) == 0.351
pairs = [
(0, 0),
(1, 1),
(10, 20),
(123, 456),
(2400, 2500),
]
for a, b in pairs:
assert round(expected(a, b) + expected(b, a), 3) == 1.0
("Crusaders","Brumbies"),
("Waratahs","Force"),
("Cheetahs","Lions"),
("Kings","Jaguares"),
("Stormers","Bulls"),
]
for match in matches:
# home team
team1 = match[0]
# away team
team2 = match[1]
team1_expected = elo.expected(teams[team1][0], teams[team2][0])
team2_expected = elo.expected(teams[team2][0], teams[team1][0])
# assume avg points scored
team1_tot_pts = teams[team1][1]
team2_tot_pts = teams[team2][1]
team1_predicted_score = team1_tot_pts * team1_expected
team2_predicted_score = team2_tot_pts * team2_expected
diff = team1_predicted_score - team2_predicted_score
if diff > 0:
winner = team1
else:
winner = team2
def expected(self, opponent):
return expected(self.score, opponent.score)