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annotate py/stats.py @ 67:5b6211e2e36f

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author John "Elwin" Edwards
date Sat, 21 Nov 2015 20:01:41 -0500
parents c045d4dcf88a
children
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25843238434a Change the Python module's name back to rlgall.
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1 #!/usr/bin/python3
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2
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3 import math
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4 import psycopg2
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5 import rlgall
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6
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7 def makeExpPDF(lbd):
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8 def lpdf(x):
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9 return lbd * math.exp(-lbd * x)
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10 return lpdf
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11
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12 def makeExpCDF(lbd):
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13 def lcdf(x):
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14 return 1 - math.exp(-lbd * x)
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15 return lcdf
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16
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17 conn = psycopg2.connect("dbname=rlg")
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18 cur = conn.cursor()
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19 for game in rlgall.gamelist:
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20 query = "SELECT score FROM {0};".format(game.uname)
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21 cur.execute(query)
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22 scores = [ r[0] for r in cur.fetchall() ]
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23 count = len(scores)
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24 total = sum(scores)
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25 lbd = float(count) / total
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26 cdf = makeExpCDF(lbd)
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27 print("{0}: {1} games, average {2}".format(game.name, count, int(1/lbd)))
0
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28 for i in range(0, 10000, 1000):
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29 actual = len([ s for s in scores if i <= s < i + 1000 ])
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30 predicted = (cdf(i + 1000) - cdf(i)) * count
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c045d4dcf88a py/stats.py: only print 3 decimal places.
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31 print("{0:5}: {1:4} {2:.3}".format(i, actual, predicted))
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32 high = max(scores)
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33 print("Max: {0} {1:.3}\n".format(high, 1 - cdf(high)))
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34
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35 cur.close()
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36 conn.close()
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37 exit()