[Python-checkins] CVS: python/dist/src/Lib random.py,1.19,1.20
Tim Peters
tim_one@users.sourceforge.net
Fri, 26 Jan 2001 02:00:41 -0800
Update of /cvsroot/python/python/dist/src/Lib
In directory usw-pr-cvs1:/tmp/cvs-serv26951/python/dist/src/Lib
Modified Files:
random.py
Log Message:
The combo of getstate/setstate/jumpahead is very powerful, but needs
examples to flesh it out for the uninitiated. Here they are.
Index: random.py
===================================================================
RCS file: /cvsroot/python/python/dist/src/Lib/random.py,v
retrieving revision 1.19
retrieving revision 1.20
diff -C2 -r1.19 -r1.20
*** random.py 2001/01/26 06:49:56 1.19
--- random.py 2001/01/26 10:00:39 1.20
***************
*** 26,35 ****
Translated from anonymously contributed C/C++ source.
! Multi-threading note: the random number generator used here is not
! thread-safe; it is possible that two calls return the same random
! value. But you can instantiate a different instance of Random() in
! each thread to get generators that don't share state, then use
! .setstate() and .jumpahead() to move the generators to disjoint
! segments of the full period.
"""
# XXX The docstring sucks.
--- 26,74 ----
Translated from anonymously contributed C/C++ source.
! Multi-threading note: the random number generator used here is not thread-
! safe; it is possible that two calls return the same random value. However,
! you can instantiate a different instance of Random() in each thread to get
! generators that don't share state, then use .setstate() and .jumpahead() to
! move the generators to disjoint segments of the full period. For example,
!
! def create_generators(num, delta, firstseed=None):
! ""\"Return list of num distinct generators.
! Each generator has its own unique segment of delta elements from
! Random.random()'s full period.
! Seed the first generator with optional arg firstseed (default is
! None, to seed from current time).
! ""\"
!
! from random import Random
! g = Random(firstseed)
! result = [g]
! for i in range(num - 1):
! laststate = g.getstate()
! g = Random()
! g.setstate(laststate)
! g.jumpahead(delta)
! result.append(g)
! return result
!
! gens = create_generators(10, 1000000)
!
! That creates 10 distinct generators, which can be passed out to 10 distinct
! threads. The generators don't share state so can be called safely in
! parallel. So long as no thread calls its g.random() more than a million
! times (the second argument to create_generators), the sequences seen by
! each thread will not overlap.
!
! The period of the underlying Wichmann-Hill generator is 6,953,607,871,644,
! and that limits how far this technique can be pushed.
!
! Just for fun, note that since we know the period, .jumpahead() can also be
! used to "move backward in time":
!
! >>> g = Random(42) # arbitrary
! >>> g.random()
! 0.24855401895528142
! >>> g.jumpahead(6953607871644L - 1) # move *back* one
! >>> g.random()
! 0.24855401895528142
"""
# XXX The docstring sucks.