def test_histogram(self):
"Testing histogram"
data = [ self.L, self.A ]
results1 = ([2, 2, 2, 2, 2, 2, 2, 2, 2, 2], -0.045000050000000069, 2.0900001000000001, 0)
results2 = (num_array([ 2., 2., 2., 2., 2., 2., 2., 2., 2., 2.]), -0.045000050000000069, 2.0900001000000001, 0)
i = 0
for d in data:
self.assertEqual( stats.histogram( d )[i], results1[i] )
i += 1
def test_histogram(self):
"Testing histogram"
data = [ self.L, self.A ]
results1 = ([2, 2, 2, 2, 2, 2, 2, 2, 2, 2], -0.045000050000000069, 2.0900001000000001, 0)
results2 = (num_array([ 2., 2., 2., 2., 2., 2., 2., 2., 2., 2.]), -0.045000050000000069, 2.0900001000000001, 0)
i = 0
for d in data:
self.assertEqual( stats.histogram( d )[i], results1[i] )
i += 1
def _format_ratings(self, output):
ratings = []
for result in self.data:
try:
ratings.append( float(result[0].toPython()) )
except ValueError:
pass
output['results'] = {}
if ratings:
output['results']['median'] = stats.medianscore(ratings)
output['results']['mode'] = stats.mode(ratings)
output['results']['mean'] = stats.mean(ratings)
output['results']['histogram'] = stats.histogram(ratings,6)
output['results']['cumfreq'] = stats.cumfreq(ratings,6)
output['results']['count'] = len(ratings)
return output
print(stats.describe(lf))
print(stats.describe(a))
print(stats.describe(af))
print('\nFREQUENCY')
print('freqtable:')
print('itemfreq:')
print(stats.itemfreq(l))
print(stats.itemfreq(a))
print('scoreatpercentile:', stats.scoreatpercentile(l, 40),
stats.scoreatpercentile(lf, 40), stats.scoreatpercentile(a, 40),
stats.scoreatpercentile(af, 40))
print('percentileofscore:', stats.percentileofscore(l, 12),
stats.percentileofscore(lf, 12), stats.percentileofscore(a, 12),
stats.percentileofscore(af, 12))
print('histogram:', stats.histogram(l), stats.histogram(a))
print('cumfreq:')
print(stats.cumfreq(l))
print(stats.cumfreq(lf))
print(stats.cumfreq(a))
print(stats.cumfreq(af))
print('relfreq:')
print(stats.relfreq(l))
print(stats.relfreq(lf))
print(stats.relfreq(a))
print(stats.relfreq(af))
print('\nVARIATION')
print('obrientransform:')
l = list(range(1, 21))
print 'tstdev:',stats.tstdev(a,(5,17)),stats.tstdev(af,(5,17)) print 'tsem:',stats.tsem(a,(5,17)),stats.tsem(af,(5,17)) print 'describe:' print stats.describe(l) print stats.describe(lf) print stats.describe(a) print stats.describe(af) print '\nFREQUENCY' print 'freqtable:' print 'itemfreq:' print stats.itemfreq(l) print stats.itemfreq(a) print 'scoreatpercentile:',stats.scoreatpercentile(l,40),stats.scoreatpercentile(lf,40),stats.scoreatpercentile(a,40),stats.scoreatpercentile(af,40) print 'percentileofscore:',stats.percentileofscore(l,12),stats.percentileofscore(lf,12),stats.percentileofscore(a,12),stats.percentileofscore(af,12) print 'histogram:',stats.histogram(l),stats.histogram(a) print 'cumfreq:' print stats.cumfreq(l) print stats.cumfreq(lf) print stats.cumfreq(a) print stats.cumfreq(af) print 'relfreq:' print stats.relfreq(l) print stats.relfreq(lf) print stats.relfreq(a) print stats.relfreq(af) print '\nVARIATION' print 'obrientransform:' l = range(1,21)
b.place_the_number(i, 6)
stake -= 6
if debug:
print "placing across, stake = %s" % stake
g.roll_dice(verbose=debug)
if debug:
print b.show_bets()
win = b.check_winnings(verbose=debug)
if win:
stake += win
if debug:
print "Roll %s stake = %s" % (i, stake)
print "Ending Stake = %s, ATM withdraws = %s" % (stake, atm)
stakes.append(stake)
atms.append(atm)
profits.append(stake - atm)
# print "Stake (min, mean, max) = (%s, %s, %s)" % (min(stakes), stats.mean(stakes), max(stakes))
# print "ATM (min, mean, max) = (%s, %s, %s)" % (min(atms), stats.mean(atms), max(atms))
print "Profits (min, mean, max) = (%s, %s, %s)" % (min(profits), stats.mean(profits), max(profits))
hist = stats.histogram(profits)
stake_bins = hist[0]
stake_start = hist[1]
stake_width = hist[2]
print "Profits histogram:"
for b in stake_bins:
print "%s - %s: %s" % (stake_start, stake_start + stake_width, b)
stake_start += stake_width
def evaluate(self, *args, **params):
return _stats.histogram(*args, **params)
print stats.describe(lf)
print stats.describe(a)
print stats.describe(af)
print '\nFREQUENCY'
print 'freqtable:'
print 'itemfreq:'
print stats.itemfreq(l)
print stats.itemfreq(a)
print 'scoreatpercentile:', stats.scoreatpercentile(
l, 40), stats.scoreatpercentile(lf, 40), stats.scoreatpercentile(
a, 40), stats.scoreatpercentile(af, 40)
print 'percentileofscore:', stats.percentileofscore(
l, 12), stats.percentileofscore(lf, 12), stats.percentileofscore(
a, 12), stats.percentileofscore(af, 12)
print 'histogram:', stats.histogram(l), stats.histogram(a)
print 'cumfreq:'
print stats.cumfreq(l)
print stats.cumfreq(lf)
print stats.cumfreq(a)
print stats.cumfreq(af)
print 'relfreq:'
print stats.relfreq(l)
print stats.relfreq(lf)
print stats.relfreq(a)
print stats.relfreq(af)
print '\nVARIATION'
print 'obrientransform:'
l = range(1, 21)
stake -= 6
# print "Stake = %s" % stake
g.roll(verbose=False)
win = g.winnings()
# print "rolled %s won $%s" % (g.last_roll, win)
if win:
stake += win
print "Ending Stake = %s, ATM withdraws = %s" % (stake, atm)
stakes.append(stake)
atms.append(atm)
profits.append(stake - atm)
print "Stake (min, mean, max) = (%s, %s, %s)" % (min(stakes), stats.mean(stakes), max(stakes))
print "ATM (min, mean, max) = (%s, %s, %s)" % (min(atms), stats.mean(atms), max(atms))
print "Profits (min, mean, max) = (%s, %s, %s)" % (min(profits), stats.mean(profits), max(profits))
hist = stats.histogram(profits)
stake_bins = hist[0]
stake_start = hist[1]
stake_width = hist[2]
print "Profits histogram:"
for b in stake_bins:
print "%s - %s: %s" % (stake_start, stake_start + stake_width, b)
stake_start += stake_width
a_hist = stats.histogram(atms)
a_bins = a_hist[0]
a_start = a_hist[1]
a_width = a_hist[2]
# print "ATM histogram:"
for a in a_bins:
# print "%s - %s: %s" % (a_start, a_start + a_width, a)
a_start += a_width
