def _get(self, args):
draft_id = args[0]
id = args[1] if len(args) > 1 else None
q = self.db.query(Player)
if id is not None:
player = q.filter(Player.id == int(id)).first()
team = self.db.query(Team).filter(and_(Team.is_owner == True,
Team.draft_id == draft_id)).first()
available_players = self.db.query(Player).join(Player.core).filter(and_(PlayerCore.rank != None,
PlayerCore.target_price != None,
PlayerCore.points > 0,
Player.draft_id == draft_id,
Player.team_id == None,
Player.id != player.id)).order_by(PlayerCore.rank).all()
min_price = 1
max_price = min(player.core.target_price + 21, team.money)
manager = Manager()
max_starters_points = manager.dict()
max_bench_points = manager.dict()
pool = Pool(processes=8)
starters, bench = get_starters_and_bench(self.db, team.id)
max_starters_points[0] = optimizer.optimize_roster(starters, available_players, team.money - (constants.BENCH_SIZE - len(bench)))[1]
for m in range(min_price, 10):
pool.apply_async(wrap_optimizer, args=(starters, available_players, team.money - m - (constants.BENCH_SIZE - len(bench)) + 1, max_bench_points, m))
full_starters = True
for s in starters:
if s is None:
full_starters = False
if not full_starters:
starters_clone = list(starters)
bench_clone = list(bench)
place_player(player, starters_clone, bench_clone)
for m in range(min_price, max_price):
pool.apply_async(wrap_optimizer, args=(starters_clone, available_players, team.money - m - (constants.BENCH_SIZE - len(bench_clone)), max_starters_points, m))
pool.close()
pool.join()
ret = player.to_dict(['core'])
ret['max_starters_points'] = dict(max_starters_points)
ret['max_bench_points'] = dict(max_bench_points)
return ret
else:
players = q.join(PlayerCore).filter(and_(Player.draft_id == int(draft_id),
PlayerCore.rank != None,
PlayerCore.target_price != None)).all()
return {'players': [p.to_dict(['core']) for p in players]}
def _get(self, args):
draft_id = args[0]
owner_team = self.db.query(Team).filter(and_(Team.is_owner == True,
Team.draft_id == int(draft_id))).first()
team_id = owner_team.id
starters, bench = get_starters_and_bench(self.db, team_id)
available_players = self.db.query(Player).join(Player.core).filter(and_(PlayerCore.rank != None,
PlayerCore.target_price != None,
PlayerCore.points > 0,
Player.draft_id == draft_id,
Player.team_id == None)).order_by(PlayerCore.rank).all()
optimal_roster, points = optimizer.optimize_roster(starters, available_players, owner_team.money - (constants.BENCH_SIZE - len(bench)))
for player in optimal_roster:
place_player(player, starters, bench)
money_spent = 0
available_bench = list(available_players)
for p in starters:
if p in available_bench:
money_spent += max(1, math.floor(p.core.target_price + (p.core.target_price * constants.PRICE_OFFSET)))
available_bench.remove(p)
optimal_bench = optimizer.optimize_bench(bench, available_players, owner_team.money - money_spent)[0]
for player in optimal_bench:
place_player(player, starters, bench)
starters = [p.to_dict(['core']) for p in starters if p is not None]
bench = [p.to_dict(['core']) for p in bench]
return {'roster': {'starters': starters, 'bench': bench, 'max_points': points}}
def wrap_optimizer(starters, available_players, money, max_points, key):
max_points[key] = optimizer.optimize_roster(starters, available_players, money)[1]