def elo_stats(scores):
try:
elo, elo95, los = stat_util.get_elo(scores)
return "ELO: %.2f +-%.1f (95%%) LOS: %.1f%%\n" % (elo, elo95,
100 * los)
except (ValueError, ZeroDivisionError):
return "\n"
def format_results(run_results, run):
result = {'style': '', 'info': []}
# win/loss/draw count
WLD = [run_results['wins'], run_results['losses'], run_results['draws']]
if 'spsa' in run['args']:
result['info'].append('%d/%d iterations' % (run['args']['spsa']['iter'], run['args']['spsa']['num_iter']))
result['info'].append('%d/%d games played' % (WLD[0] + WLD[1] + WLD[2], run['args']['num_games']))
return result
# If the score is 0% or 100% the formulas will crash
# anyway the statistics are only asymptotic
if WLD[0] == 0 or WLD[1] == 0:
result['info'].append('Pending...')
return result
state = 'unknown'
if 'sprt' in run['args']:
sprt = run['args']['sprt']
state = sprt.get('state', '')
stats = stat_util.SPRT(run_results,
elo0=sprt['elo0'],
alpha=sprt['alpha'],
elo1=sprt['elo1'],
beta=sprt['beta'],
drawelo=sprt['drawelo'])
result['llr'] = stats['llr']
result['info'].append('LLR: %.2f (%.2lf,%.2lf) [%.2f,%.2f]' % (stats['llr'], stats['lower_bound'], stats['upper_bound'], sprt['elo0'], sprt['elo1']))
else:
elo, elo95, los = stat_util.get_elo(WLD)
# Display the results
eloInfo = 'ELO: %.2f +-%.1f (95%%)' % (elo, elo95)
losInfo = 'LOS: %.1f%%' % (los * 100)
result['info'].append(eloInfo + ' ' + losInfo)
if los < 0.05:
state = 'rejected'
elif los > 0.95:
state = 'accepted'
result['info'].append('Total: %d W: %d L: %d D: %d' % (sum(WLD), WLD[0], WLD[1], WLD[2]))
if state == 'rejected':
if WLD[0] > WLD[1]:
result['style'] = 'yellow'
else:
result['style'] = '#FF6A6A'
elif state == 'accepted':
if 'sprt' in run['args'] and (float(sprt['elo0']) + float(sprt['elo1'])) < 0.0:
result['style'] = '#66CCFF'
else:
result['style'] = '#44EB44'
return result
def format_results(run_results, run):
result = {'style': '', 'info': []}
# win/loss/draw count
WLD = [run_results['wins'], run_results['losses'], run_results['draws']]
if 'spsa' in run['args']:
result['info'].append('%d/%d iterations' % (run['args']['spsa']['iter'], run['args']['spsa']['num_iter']))
result['info'].append('%d/%d games played' % (WLD[0] + WLD[1] + WLD[2], run['args']['num_games']))
return result
# If the score is 0% or 100% the formulas will crash
# anyway the statistics are only asymptotic
if WLD[0] == 0 or WLD[1] == 0:
result['info'].append('Pending...')
return result
state = 'unknown'
if 'sprt' in run['args']:
sprt = run['args']['sprt']
state = sprt.get('state', '')
stats = stat_util.SPRT(run_results,
elo0=sprt['elo0'],
alpha=sprt['alpha'],
elo1=sprt['elo1'],
beta=sprt['beta'],
drawelo=sprt['drawelo'])
result['info'].append('LLR: %.2f (%.2lf,%.2lf) [%.2f,%.2f]' % (stats['llr'], stats['lower_bound'], stats['upper_bound'], sprt['elo0'], sprt['elo1']))
else:
elo, elo95, los = stat_util.get_elo(WLD)
# Display the results
eloInfo = 'ELO: %.2f +-%.1f (95%%)' % (elo, elo95)
losInfo = 'LOS: %.1f%%' % (los * 100)
result['info'].append(eloInfo + ' ' + losInfo)
if los < 0.05:
state = 'rejected'
elif los > 0.95:
state = 'accepted'
percent = ""
if sum(WLD) > 0:
percent = "{:4.2F}%".format(100.0*(WLD[0] + WLD[2]/2.0)/sum(WLD))
result['info'].append('T: %d W: %d L: %d D: %d %s' % (sum(WLD), WLD[0], WLD[1], WLD[2], percent))
if state == 'rejected':
if WLD[0] > WLD[1]:
result['style'] = 'yellow'
else:
result['style'] = '#FF6A6A'
elif state == 'accepted':
result['style'] = '#44EB44'
return result
def format_results(run_results, run):
result = {'style': '', 'info': []}
# win/loss/draw count
WLD = [run_results['wins'], run_results['losses'], run_results['draws']]
# If the score is 0% or 100% the formulas will crash
# anyway the statistics are only asymptotic
if WLD[0] == 0 or WLD[1] == 0:
result['info'].append('Pending...')
return result
if 'clop' in run['args']:
status = ' '.join(run['args']['clop'].get('status', '-').split())
result['info'].append('Status: %s' % (status))
result['info'].append('Total: %d' % (sum(WLD)))
return result
state = 'unknown'
if 'sprt' in run['args']:
sprt = run['args']['sprt']
state = sprt.get('state', '')
stats = stat_util.SPRT(run_results,
elo0=sprt['elo0'],
alpha=sprt['alpha'],
elo1=sprt['elo1'],
beta=sprt['beta'],
drawelo=sprt['drawelo'])
result['info'].append('LLR: %.2f (%.2lf,%.2lf) [%.2f,%.2f]' % (stats['llr'], stats['lower_bound'], stats['upper_bound'], sprt['elo0'], sprt['elo1']))
else:
elo, elo95, los = stat_util.get_elo(WLD)
# Display the results
eloInfo = 'ELO: %.2f +-%.1f (95%%)' % (elo, elo95)
losInfo = 'LOS: %.1f%%' % (los * 100)
result['info'].append(eloInfo + ' ' + losInfo)
if los < 0.05:
state = 'rejected'
elif los > 0.95:
state = 'accepted'
result['info'].append('Total: %d W: %d L: %d D: %d' % (sum(WLD), WLD[0], WLD[1], WLD[2]))
if state == 'rejected':
if WLD[0] > WLD[1]:
result['style'] = 'yellow'
else:
result['style'] = '#FF6A6A'
elif state == 'accepted':
result['style'] = '#44EB44'
return result
