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author | Raymond Hettinger <python@rcn.com> | 2003-10-05 09:09:15 (GMT) |
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committer | Raymond Hettinger <python@rcn.com> | 2003-10-05 09:09:15 (GMT) |
commit | 2f726e9093381572b21edbfc42659ea89fbdf686 (patch) | |
tree | 9625e748344e1709fc69a8b98298efdd602b4cc2 /Lib/random.py | |
parent | 5c68ef04b7f0c0c1d342647a7db2d3f76637d3fa (diff) | |
download | cpython-2f726e9093381572b21edbfc42659ea89fbdf686.zip cpython-2f726e9093381572b21edbfc42659ea89fbdf686.tar.gz cpython-2f726e9093381572b21edbfc42659ea89fbdf686.tar.bz2 |
SF bug #812202: randint is always even
* Added C coded getrandbits(k) method that runs in linear time.
* Call the new method from randrange() for ranges >= 2**53.
* Adds a warning for generators not defining getrandbits() whenever they
have a call to randrange() with too large of a population.
Diffstat (limited to 'Lib/random.py')
-rw-r--r-- | Lib/random.py | 64 |
1 files changed, 54 insertions, 10 deletions
diff --git a/Lib/random.py b/Lib/random.py index 2530c39..5916864 100644 --- a/Lib/random.py +++ b/Lib/random.py @@ -39,6 +39,8 @@ General notes on the underlying Mersenne Twister core generator: """ +from warnings import warn as _warn +from types import MethodType as _MethodType, BuiltinMethodType as _BuiltinMethodType from math import log as _log, exp as _exp, pi as _pi, e as _e from math import sqrt as _sqrt, acos as _acos, cos as _cos, sin as _sin from math import floor as _floor @@ -47,12 +49,14 @@ __all__ = ["Random","seed","random","uniform","randint","choice","sample", "randrange","shuffle","normalvariate","lognormvariate", "expovariate","vonmisesvariate","gammavariate", "gauss","betavariate","paretovariate","weibullvariate", - "getstate","setstate","jumpahead"] + "getstate","setstate","jumpahead", "WichmannHill", "getrandbits", + "Random"] NV_MAGICCONST = 4 * _exp(-0.5)/_sqrt(2.0) TWOPI = 2.0*_pi LOG4 = _log(4.0) SG_MAGICCONST = 1.0 + _log(4.5) +BPF = 53 # Number of bits in a float # Translated by Guido van Rossum from C source provided by # Adrian Baddeley. Adapted by Raymond Hettinger for use with @@ -72,6 +76,8 @@ class Random(_random.Random): Class Random can also be subclassed if you want to use a different basic generator of your own devising: in that case, override the following methods: random(), seed(), getstate(), setstate() and jumpahead(). + Optionally, implement a getrandombits() method so that randrange() + can cover arbitrarily large ranges. """ @@ -131,12 +137,13 @@ class Random(_random.Random): ## -------------------- integer methods ------------------- - def randrange(self, start, stop=None, step=1, int=int, default=None): + def randrange(self, start, stop=None, step=1, int=int, default=None, + maxwidth=1L<<BPF): """Choose a random item from range(start, stop[, step]). This fixes the problem with randint() which includes the endpoint; in Python this is usually not what you want. - Do not supply the 'int' and 'default' arguments. + Do not supply the 'int', 'default', and 'maxwidth' arguments. """ # This code is a bit messy to make it fast for the @@ -146,6 +153,8 @@ class Random(_random.Random): raise ValueError, "non-integer arg 1 for randrange()" if stop is default: if istart > 0: + if istart >= maxwidth: + return self._randbelow(istart) return int(self.random() * istart) raise ValueError, "empty range for randrange()" @@ -153,36 +162,43 @@ class Random(_random.Random): istop = int(stop) if istop != stop: raise ValueError, "non-integer stop for randrange()" - if step == 1 and istart < istop: + width = istop - istart + if step == 1 and width > 0: # Note that - # int(istart + self.random()*(istop - istart)) + # int(istart + self.random()*width) # instead would be incorrect. For example, consider istart # = -2 and istop = 0. Then the guts would be in # -2.0 to 0.0 exclusive on both ends (ignoring that random() # might return 0.0), and because int() truncates toward 0, the # final result would be -1 or 0 (instead of -2 or -1). - # istart + int(self.random()*(istop - istart)) + # istart + int(self.random()*width) # would also be incorrect, for a subtler reason: the RHS # can return a long, and then randrange() would also return # a long, but we're supposed to return an int (for backward # compatibility). - return int(istart + int(self.random()*(istop - istart))) + + if width >= maxwidth: + return int(istart + self._randbelow(width)) + return int(istart + int(self.random()*width)) if step == 1: - raise ValueError, "empty range for randrange()" + raise ValueError, "empty range for randrange() (%d,%d, %d)" % (istart, istop, width) # Non-unit step argument supplied. istep = int(step) if istep != step: raise ValueError, "non-integer step for randrange()" if istep > 0: - n = (istop - istart + istep - 1) / istep + n = (width + istep - 1) / istep elif istep < 0: - n = (istop - istart + istep + 1) / istep + n = (width + istep + 1) / istep else: raise ValueError, "zero step for randrange()" if n <= 0: raise ValueError, "empty range for randrange()" + + if n >= maxwidth: + return istart + self._randbelow(n) return istart + istep*int(self.random() * n) def randint(self, a, b): @@ -191,6 +207,33 @@ class Random(_random.Random): return self.randrange(a, b+1) + def _randbelow(self, n, _log=_log, int=int, _maxwidth=1L<<BPF, + _Method=_MethodType, _BuiltinMethod=_BuiltinMethodType): + """Return a random int in the range [0,n) + + Handles the case where n has more bits than returned + by a single call to the underlying generator. + """ + + try: + getrandbits = self.getrandbits + except AttributeError: + pass + else: + # Only call self.getrandbits if the original random() builtin method + # has not been overridden or if a new getrandbits() was supplied. + # This assures that the two methods correspond. + if type(self.random) is _BuiltinMethod or type(getrandbits) is _Method: + k = int(1.00001 + _log(n-1, 2.0)) # 2**k > n-1 > 2**(k-2) + r = getrandbits(k) + while r >= n: + r = getrandbits(k) + return r + if n >= _maxwidth: + _warn("Underlying random() generator does not supply \n" + "enough bits to choose from a population range this large") + return int(self.random() * n) + ## -------------------- sequence methods ------------------- def choice(self, seq): @@ -757,6 +800,7 @@ weibullvariate = _inst.weibullvariate getstate = _inst.getstate setstate = _inst.setstate jumpahead = _inst.jumpahead +getrandbits = _inst.getrandbits if __name__ == '__main__': _test() |