from models import Tournament, Simulation
from utils import TournamentData, initialize_elo, merge_elo
from model_params import attenuate, mov_lin, mov_log, mov_sqrt, mov_exp
from xvalidate import validate
data_path = '../../cwl-data/data/'
season = TournamentData(None, data_path, wwii=True)
elo_i = initialize_elo(
Tournament(TournamentData('CWL Champs 2017', data_path).data).raw_data)
# import pdb; pdb.set_trace()
tourneys = []
t0 = perf_counter()
for i, td in enumerate(season.tourneys):
t = Tournament(td['data'])
t.build_tournament()
t.populate_next_series()
tourneys.append(t)
t1 = perf_counter()
print('built tournaments in', round(t1 - t0, 1))
def k_simple_40(win, elo_win, elo_loss, score_win, score_loss):
return 40
def regress_none(elo_i):
return elo_i
m_acc = validate(tourneys, elo_i, regress_none, k_simple_40)
if win:
k = mov_exp(attenuate(k,elo_win),score_win-score_loss)
else:
k = attenuate(k,elo_loss)
return k
# TODO: run perf counter on each of these steps
t0 = perf_counter()
season = TournamentData(None,data_path,wwii=True)
t1= perf_counter()
elo_i = initialize_elo(Tournament(TournamentData('CWL Champs 2017',data_path).data).raw_data)
t2 = perf_counter()
tr = Tournament(season.tourneys[9]['data'])
t25 = perf_counter()
tr.build_tournament()
t3 = perf_counter()
tr.set_first_series_elo(elo_i)
t4 = perf_counter()
tr.populate_next_series()
t5 = perf_counter()
tr.play(k1)
t6 = perf_counter()
tr.final_elos()
t7 = perf_counter()
print(
round(t1-t0,3),'load wwii data\n',
round(t2-t1,3),'init elo from 2017\n',
round(t25-t2,3),'instantiate tourney\n',
round(t3-t25,3),'build tourney\n',