Mercurial > hg > rlgallery-misc

annotate py/stats.py @ 86:5f1b4d3151bb

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
Add some neglected dgamelaunch initialization commands.
author John "Elwin" Edwards
date Sat, 24 Nov 2018 10:34:26 -0500
parents c045d4dcf88a
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
33
25843238434a Change the Python module's name back to rlgall.
John "Elwin" Edwards
parents: 0
diff changeset
1 #!/usr/bin/python3
25843238434a Change the Python module's name back to rlgall.
John "Elwin" Edwards
parents: 0
diff changeset
2
0
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
3 import math
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
4 import psycopg2
33
25843238434a Change the Python module's name back to rlgall.
John "Elwin" Edwards
parents: 0
diff changeset
5 import rlgall
0
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
6
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
7 def makeExpPDF(lbd):
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
8 def lpdf(x):
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
9 return lbd * math.exp(-lbd * x)
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
10 return lpdf
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
11
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
12 def makeExpCDF(lbd):
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
13 def lcdf(x):
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
14 return 1 - math.exp(-lbd * x)
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
15 return lcdf
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
16
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
17 conn = psycopg2.connect("dbname=rlg")
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
18 cur = conn.cursor()
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
19 for game in rlgall.gamelist:
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
20 query = "SELECT score FROM {0};".format(game.uname)
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
21 cur.execute(query)
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
22 scores = [ r[0] for r in cur.fetchall() ]
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
23 count = len(scores)
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
24 total = sum(scores)
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
25 lbd = float(count) / total
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
26 cdf = makeExpCDF(lbd)
33
25843238434a Change the Python module's name back to rlgall.
John "Elwin" Edwards
parents: 0
diff changeset
27 print("{0}: {1} games, average {2}".format(game.name, count, int(1/lbd)))
0
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
28 for i in range(0, 10000, 1000):
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
29 actual = len([ s for s in scores if i <= s < i + 1000 ])
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
30 predicted = (cdf(i + 1000) - cdf(i)) * count
37
c045d4dcf88a py/stats.py: only print 3 decimal places.
John "Elwin" Edwards
parents: 33
diff changeset
31 print("{0:5}: {1:4} {2:.3}".format(i, actual, predicted))
0
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
32 high = max(scores)
37
c045d4dcf88a py/stats.py: only print 3 decimal places.
John "Elwin" Edwards
parents: 33
diff changeset
33 print("Max: {0} {1:.3}\n".format(high, 1 - cdf(high)))
0
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
34
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
35 cur.close()
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
36 conn.close()
5ba2123d2c20 Put this project under version control, finally.
John "Elwin" Edwards <elwin@sdf.org>
parents:
diff changeset
37 exit()