# Simulate a sports tournament
from csv import DictReader
from sys import argv, exit
import random
# Number of simluations to run
N = 1000
def main():
# Ensure correct usage
if len(argv) != 2:
exit("Usage: python tournament.py FILENAME")
teams = []
# TODO: Read teams into memory from file
with open(argv[1]) as csvfile:
# access the fieldnames "keys" property of the dictreader obj
keys = DictReader(csvfile).fieldnames
# create a dictreader obj and cast to list of dictionaries
teams = list(DictReader(csvfile))
# cast ratings in each dictionary to integers
for dct in teams:
# calling on keys by fieldnames property of dictreader obj
dct[keys[1]] = int(dct[keys[1]])
print(type(teams[0]["rating"]))
counts = {}
# TODO: Simulate N tournaments and keep track of win counts
# Print each team's chances of winning, according to simulation
for team in sorted(counts, key=lambda team: counts[team], reverse=True):
print(f"{team}: {counts[team] * 100 / N:.1f}% chance of winning")
def simulate_game(team1, team2):
"""Simulate a game. Return True if team1 wins, False otherwise."""
rating1 = team1["rating"]
rating2 = team2["rating"]
probability = 1 / (1 + 10 ** ((rating2 - rating1) / 600))
return random.random() < probability
def simulate_round(teams):
"""Simulate a round. Return a list of winning teams."""
winners = []
# Simulate games for all pairs of teams
for i in range(0, len(teams), 2):
if simulate_game(teams[i], teams[i + 1]):
winners.append(teams[i])
else:
winners.append(teams[i + 1])
return winners
def simulate_tournament(teams):
"""Simulate a tournament. Return name of winning team."""
# TODO
if __name__ == "__main__":
main()