/opt/alt/python33/lib64/python3.3/__pycache__
NameSizeModeActions
abc.cpython-33.pyc96150644editdlrm
abc.cpython-33.pyo95490644editdlrm
aifc.cpython-33.pyc361160644editdlrm
aifc.cpython-33.pyo361160644editdlrm
antigravity.cpython-33.pyc10690644editdlrm
antigravity.cpython-33.pyo10690644editdlrm
argparse.cpython-33.pyc940130644editdlrm
argparse.cpython-33.pyo938200644editdlrm
ast.cpython-33.pyc153870644editdlrm
ast.cpython-33.pyo153870644editdlrm
asynchat.cpython-33.pyc113410644editdlrm
asynchat.cpython-33.pyo113410644editdlrm
asyncore.cpython-33.pyc254730644editdlrm
asyncore.cpython-33.pyo254730644editdlrm
base64.cpython-33.pyc154590644editdlrm
base64.cpython-33.pyo151980644editdlrm
bdb.cpython-33.pyc260120644editdlrm
bdb.cpython-33.pyo260120644editdlrm
binhex.cpython-33.pyc191020644editdlrm
binhex.cpython-33.pyo191020644editdlrm
bisect.cpython-33.pyc33680644editdlrm
bisect.cpython-33.pyo33680644editdlrm
bz2.cpython-33.pyc192120644editdlrm
bz2.cpython-33.pyo192120644editdlrm
calendar.cpython-33.pyc387950644editdlrm
calendar.cpython-33.pyo387950644editdlrm
cgi.cpython-33.pyc369260644editdlrm
cgi.cpython-33.pyo369260644editdlrm
cgitb.cpython-33.pyc137890644editdlrm
cgitb.cpython-33.pyo137890644editdlrm
chunk.cpython-33.pyc64220644editdlrm
chunk.cpython-33.pyo64220644editdlrm
cmd.cpython-33.pyc160740644editdlrm
cmd.cpython-33.pyo160740644editdlrm
code.cpython-33.pyc117330644editdlrm
code.cpython-33.pyo117330644editdlrm
codecs.cpython-33.pyc464380644editdlrm
codecs.cpython-33.pyo464380644editdlrm
codeop.cpython-33.pyc76810644editdlrm
codeop.cpython-33.pyo76810644editdlrm
colorsys.cpython-33.pyc43710644editdlrm
colorsys.cpython-33.pyo43710644editdlrm
compileall.cpython-33.pyc87870644editdlrm
compileall.cpython-33.pyo87870644editdlrm
configparser.cpython-33.pyc608840644editdlrm
configparser.cpython-33.pyo608840644editdlrm
contextlib.cpython-33.pyc115140644editdlrm
contextlib.cpython-33.pyo115140644editdlrm
copy.cpython-33.pyc100400644editdlrm
copy.cpython-33.pyo99480644editdlrm
copyreg.cpython-33.pyc57480644editdlrm
copyreg.cpython-33.pyo57040644editdlrm
cProfile.cpython-33.pyc70830644editdlrm
cProfile.cpython-33.pyo70830644editdlrm
crypt.cpython-33.pyc30780644editdlrm
crypt.cpython-33.pyo30780644editdlrm
csv.cpython-33.pyc178400644editdlrm
csv.cpython-33.pyo178400644editdlrm
datetime.cpython-33.pyc780030644editdlrm
datetime.cpython-33.pyo756790644editdlrm
decimal.cpython-33.pyc2127810644editdlrm
decimal.cpython-33.pyo2127810644editdlrm
difflib.cpython-33.pyc698400644editdlrm
difflib.cpython-33.pyo697890644editdlrm
dis.cpython-33.pyc112330644editdlrm
dis.cpython-33.pyo112330644editdlrm
doctest.cpython-33.pyc985250644editdlrm
doctest.cpython-33.pyo981630644editdlrm
dummy_threading.cpython-33.pyc13630644editdlrm
dummy_threading.cpython-33.pyo13630644editdlrm
filecmp.cpython-33.pyc113310644editdlrm
filecmp.cpython-33.pyo113310644editdlrm
fileinput.cpython-33.pyc177440644editdlrm
fileinput.cpython-33.pyo177440644editdlrm
fnmatch.cpython-33.pyc38210644editdlrm
fnmatch.cpython-33.pyo38210644editdlrm
formatter.cpython-33.pyc274240644editdlrm
formatter.cpython-33.pyo274240644editdlrm
fractions.cpython-33.pyc242130644editdlrm
fractions.cpython-33.pyo242130644editdlrm
ftplib.cpython-33.pyc450290644editdlrm
ftplib.cpython-33.pyo450290644editdlrm
functools.cpython-33.pyc158210644editdlrm
functools.cpython-33.pyo158210644editdlrm
genericpath.cpython-33.pyc37650644editdlrm
genericpath.cpython-33.pyo37650644editdlrm
getopt.cpython-33.pyc81130644editdlrm
getopt.cpython-33.pyo80680644editdlrm
getpass.cpython-33.pyc55560644editdlrm
getpass.cpython-33.pyo55560644editdlrm
gettext.cpython-33.pyc209130644editdlrm
gettext.cpython-33.pyo209130644editdlrm
glob.cpython-33.pyc32930644editdlrm
glob.cpython-33.pyo32930644editdlrm
gzip.cpython-33.pyc248760644editdlrm
gzip.cpython-33.pyo248160644editdlrm
hashlib.cpython-33.pyc62060644editdlrm
hashlib.cpython-33.pyo62060644editdlrm
heapq.cpython-33.pyc162350644editdlrm
heapq.cpython-33.pyo162350644editdlrm
hmac.cpython-33.pyc58170644editdlrm
hmac.cpython-33.pyo58170644editdlrm
imaplib.cpython-33.pyc569950644editdlrm
imaplib.cpython-33.pyo537260644editdlrm
imghdr.cpython-33.pyc55300644editdlrm
imghdr.cpython-33.pyo55300644editdlrm
imp.cpython-33.pyc125770644editdlrm
imp.cpython-33.pyo125770644editdlrm
inspect.cpython-33.pyc817110644editdlrm
inspect.cpython-33.pyo817110644editdlrm
io.cpython-33.pyc42830644editdlrm
io.cpython-33.pyo42830644editdlrm
ipaddress.cpython-33.pyc817980644editdlrm
ipaddress.cpython-33.pyo817980644editdlrm
keyword.cpython-33.pyc22100644editdlrm
keyword.cpython-33.pyo22100644editdlrm
linecache.cpython-33.pyc38700644editdlrm
linecache.cpython-33.pyo38700644editdlrm
locale.cpython-33.pyc538620644editdlrm
locale.cpython-33.pyo538620644editdlrm
lzma.cpython-33.pyc186630644editdlrm
lzma.cpython-33.pyo186630644editdlrm
macpath.cpython-33.pyc80210644editdlrm
macpath.cpython-33.pyo80210644editdlrm
macurl2path.cpython-33.pyc25610644editdlrm
macurl2path.cpython-33.pyo25610644editdlrm
mailbox.cpython-33.pyc992890644editdlrm
mailbox.cpython-33.pyo991500644editdlrm
mailcap.cpython-33.pyc81150644editdlrm
mailcap.cpython-33.pyo81150644editdlrm
mimetypes.cpython-33.pyc202480644editdlrm
mimetypes.cpython-33.pyo202480644editdlrm
modulefinder.cpython-33.pyc228520644editdlrm
modulefinder.cpython-33.pyo227700644editdlrm
netrc.cpython-33.pyc55220644editdlrm
netrc.cpython-33.pyo55220644editdlrm
nntplib.cpython-33.pyc469840644editdlrm
nntplib.cpython-33.pyo469840644editdlrm
ntpath.cpython-33.pyc176360644editdlrm
ntpath.cpython-33.pyo176360644editdlrm
nturl2path.cpython-33.pyc20830644editdlrm
nturl2path.cpython-33.pyo20830644editdlrm
numbers.cpython-33.pyc188590644editdlrm
numbers.cpython-33.pyo188590644editdlrm
opcode.cpython-33.pyc59710644editdlrm
opcode.cpython-33.pyo59710644editdlrm
optparse.cpython-33.pyc707610644editdlrm
optparse.cpython-33.pyo706780644editdlrm
os.cpython-33.pyc384310644editdlrm
os.cpython-33.pyo384310644editdlrm
os2emxpath.cpython-33.pyc52380644editdlrm
os2emxpath.cpython-33.pyo52380644editdlrm
pdb.cpython-33.pyc629640644editdlrm
pdb.cpython-33.pyo628920644editdlrm
pickle.cpython-33.pyc531300644editdlrm
pickle.cpython-33.pyo528970644editdlrm
pickletools.cpython-33.pyc675040644editdlrm
pickletools.cpython-33.pyo663350644editdlrm
pipes.cpython-33.pyc101470644editdlrm
pipes.cpython-33.pyo101470644editdlrm
pkgutil.cpython-33.pyc233760644editdlrm
pkgutil.cpython-33.pyo233760644editdlrm
platform.cpython-33.pyc404530644editdlrm
platform.cpython-33.pyo404530644editdlrm
plistlib.cpython-33.pyc235430644editdlrm
plistlib.cpython-33.pyo234490644editdlrm
poplib.cpython-33.pyc146030644editdlrm
poplib.cpython-33.pyo146030644editdlrm
posixpath.cpython-33.pyc136890644editdlrm
posixpath.cpython-33.pyo136890644editdlrm
pprint.cpython-33.pyc133000644editdlrm
pprint.cpython-33.pyo131230644editdlrm
profile.cpython-33.pyc187800644editdlrm
profile.cpython-33.pyo184890644editdlrm
pstats.cpython-33.pyc323010644editdlrm
pstats.cpython-33.pyo323010644editdlrm
pty.cpython-33.pyc57950644editdlrm
pty.cpython-33.pyo57950644editdlrm
pyclbr.cpython-33.pyc110450644editdlrm
pyclbr.cpython-33.pyo110450644editdlrm
pydoc.cpython-33.pyc1225580644editdlrm
pydoc.cpython-33.pyo1224800644editdlrm
py_compile.cpython-33.pyc76990644editdlrm
py_compile.cpython-33.pyo76990644editdlrm
queue.cpython-33.pyc120380644editdlrm
queue.cpython-33.pyo120380644editdlrm
quopri.cpython-33.pyc79970644editdlrm
quopri.cpython-33.pyo76870644editdlrm
random.cpython-33.pyc237740644editdlrm
random.cpython-33.pyo237740644editdlrm
re.cpython-33.pyc164520644editdlrm
re.cpython-33.pyo164520644editdlrm
reprlib.cpython-33.pyc83140644editdlrm
reprlib.cpython-33.pyo83140644editdlrm
rlcompleter.cpython-33.pyc64760644editdlrm
rlcompleter.cpython-33.pyo64760644editdlrm
runpy.cpython-33.pyc104850644editdlrm
runpy.cpython-33.pyo104850644editdlrm
sched.cpython-33.pyc82470644editdlrm
sched.cpython-33.pyo82470644editdlrm
shelve.cpython-33.pyc127620644editdlrm
shelve.cpython-33.pyo127620644editdlrm
shlex.cpython-33.pyc93940644editdlrm
shlex.cpython-33.pyo93940644editdlrm
shutil.cpython-33.pyc413740644editdlrm
shutil.cpython-33.pyo413740644editdlrm
site.cpython-33.pyc255970644editdlrm
site.cpython-33.pyo255970644editdlrm
smtpd.cpython-33.pyc343270644editdlrm
smtpd.cpython-33.pyo343270644editdlrm
smtplib.cpython-33.pyc411750644editdlrm
smtplib.cpython-33.pyo410810644editdlrm
sndhdr.cpython-33.pyc85480644editdlrm
sndhdr.cpython-33.pyo85480644editdlrm
socket.cpython-33.pyc184350644editdlrm
socket.cpython-33.pyo183820644editdlrm
socketserver.cpython-33.pyc313750644editdlrm
socketserver.cpython-33.pyo313750644editdlrm
sre_compile.cpython-33.pyc123190644editdlrm
sre_compile.cpython-33.pyo121380644editdlrm
sre_constants.cpython-33.pyc64920644editdlrm
sre_constants.cpython-33.pyo64920644editdlrm
sre_parse.cpython-33.pyc255610644editdlrm
sre_parse.cpython-33.pyo255610644editdlrm
ssl.cpython-33.pyc282640644editdlrm
ssl.cpython-33.pyo282640644editdlrm
stat.cpython-33.pyc45830644editdlrm
stat.cpython-33.pyo45830644editdlrm
string.cpython-33.pyc103350644editdlrm
string.cpython-33.pyo103350644editdlrm
stringprep.cpython-33.pyc161030644editdlrm
stringprep.cpython-33.pyo160310644editdlrm
struct.cpython-33.pyc4070644editdlrm
struct.cpython-33.pyo4070644editdlrm
subprocess.cpython-33.pyc559780644editdlrm
subprocess.cpython-33.pyo558450644editdlrm
sunau.cpython-33.pyc236770644editdlrm
sunau.cpython-33.pyo236770644editdlrm
symbol.cpython-33.pyc30490644editdlrm
symbol.cpython-33.pyo30490644editdlrm
symtable.cpython-33.pyc173490644editdlrm
symtable.cpython-33.pyo172120644editdlrm
sysconfig.cpython-33.pyc223060644editdlrm
sysconfig.cpython-33.pyo223060644editdlrm
tabnanny.cpython-33.pyc101820644editdlrm
tabnanny.cpython-33.pyo101820644editdlrm
tarfile.cpython-33.pyc881300644editdlrm
tarfile.cpython-33.pyo881300644editdlrm
telnetlib.cpython-33.pyc271230644editdlrm
telnetlib.cpython-33.pyo271230644editdlrm
tempfile.cpython-33.pyc308500644editdlrm
tempfile.cpython-33.pyo308500644editdlrm
textwrap.cpython-33.pyc141750644editdlrm
textwrap.cpython-33.pyo140830644editdlrm
this.cpython-33.pyc14290644editdlrm
this.cpython-33.pyo14290644editdlrm
threading.cpython-33.pyc496310644editdlrm
threading.cpython-33.pyo487700644editdlrm
timeit.cpython-33.pyc136170644editdlrm
timeit.cpython-33.pyo136170644editdlrm
token.cpython-33.pyc43970644editdlrm
token.cpython-33.pyo43970644editdlrm
tokenize.cpython-33.pyc246200644editdlrm
tokenize.cpython-33.pyo245640644editdlrm
trace.cpython-33.pyc316190644editdlrm
trace.cpython-33.pyo315560644editdlrm
traceback.cpython-33.pyc145130644editdlrm
traceback.cpython-33.pyo145130644editdlrm
tty.cpython-33.pyc14790644editdlrm
tty.cpython-33.pyo14790644editdlrm
types.cpython-33.pyc37690644editdlrm
types.cpython-33.pyo37690644editdlrm
uu.cpython-33.pyc48760644editdlrm
uu.cpython-33.pyo48760644editdlrm
uuid.cpython-33.pyc259170644editdlrm
uuid.cpython-33.pyo258390644editdlrm
warnings.cpython-33.pyc158380644editdlrm
warnings.cpython-33.pyo148810644editdlrm
wave.cpython-33.pyc250250644editdlrm
wave.cpython-33.pyo248170644editdlrm
weakref.cpython-33.pyc184420644editdlrm
weakref.cpython-33.pyo184420644editdlrm
webbrowser.cpython-33.pyc261110644editdlrm
webbrowser.cpython-33.pyo260660644editdlrm
xdrlib.cpython-33.pyc125230644editdlrm
xdrlib.cpython-33.pyo125230644editdlrm
zipfile.cpython-33.pyc590100644editdlrm
zipfile.cpython-33.pyo589450644editdlrm
_compat_pickle.cpython-33.pyc55060644editdlrm
_compat_pickle.cpython-33.pyo55060644editdlrm
_dummy_thread.cpython-33.pyc60490644editdlrm
_dummy_thread.cpython-33.pyo60490644editdlrm
_markupbase.cpython-33.pyc114560644editdlrm
_markupbase.cpython-33.pyo112400644editdlrm
_osx_support.cpython-33.pyc138340644editdlrm
_osx_support.cpython-33.pyo138340644editdlrm
_pyio.cpython-33.pyc853190644editdlrm
_pyio.cpython-33.pyo852930644editdlrm
_strptime.cpython-33.pyc196490644editdlrm
_strptime.cpython-33.pyo196490644editdlrm
_sysconfigdata.cpython-33.pyc236720644editdlrm
_sysconfigdata.cpython-33.pyo236720644editdlrm
_threading_local.cpython-33.pyc87250644editdlrm
_threading_local.cpython-33.pyo87250644editdlrm
_weakrefset.cpython-33.pyc133080644editdlrm
_weakrefset.cpython-33.pyo133080644editdlrm
__future__.cpython-33.pyc50110644editdlrm
__future__.cpython-33.pyo50110644editdlrm
__phello__.cpython-33.pyc1460644editdlrm
__phello__.cpython-33.pyo1460644editdlrm
Edit: /opt/alt/python33/lib64/python3.3/__pycache__/random.cpython-33.pyo (23774B)
fZ>e3j?Z?e3j@Z@e3jAZAe3jBZBe3jCZCe3jDZDe3jEZEe3jFZFe3jGZGe3jHZHeId0kr{e2nd(S(1uRandom variable generators. integers -------- uniform within range sequences --------- pick random element pick random sample generate random permutation distributions on the real line: ------------------------------ uniform triangular normal (Gaussian) lognormal negative exponential gamma beta pareto Weibull distributions on the circle (angles 0 to 2pi) --------------------------------------------- circular uniform von Mises General notes on the underlying Mersenne Twister core generator: * The period is 2**19937-1. * It is one of the most extensively tested generators in existence. * The random() method is implemented in C, executes in a single Python step, and is, therefore, threadsafe. i(uwarn(u MethodTypeuBuiltinMethodType(uloguexpupiueuceil(usqrtuacosucosusin(uurandom(uSetuSequence(usha512uRandomuseedurandomuuniformurandintuchoiceusampleu randrangeushuffleu normalvariateulognormvariateu expovariateuvonmisesvariateu gammavariateu triangularugaussu betavariateu paretovariateuweibullvariateugetstateusetstateu getrandbitsu SystemRandomig?g@g@g?g@i5iNcs|EeZdZdZdZd7ddZd7dfddZfdd Zfd d Z d d Z ddZ ddZ d7de ddZddZe de>eeeddZddZd7ddZddZdd Zd!d"d7d#d$Zd%d&Zd'd(Zd)d*Zd+d,Zd-d.Zd/d0Zd1d2Z d3d4Z!d5d6Z"S(8uRandomuRandom number generator base class used by bound module functions. Used to instantiate instances of Random to get generators that don't share state. 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(), and setstate(). Optionally, implement a getrandbits() method so that randrange() can cover arbitrarily large ranges. icCs|j|d|_dS(ueInitialize an instance. Optional argument x controls seeding, as for Random.seed(). N(useeduNoneu gauss_next(uselfux((u+/opt/alt/python33/lib64/python3.3/random.pyu__init__Ts uRandom.__init__ic s|dkrbytjtdd}Wqbtk r^ddl}t|jd}YqbXn|dkrt|ttt frt|tr|j }n|t |j 7}tj|d}qnt j|d|_dS(uInitialize internal state from hashable object. None or no argument seeds from current time or from an operating system specific randomness source if available. For version 2 (the default), all of the bits are used if *a* is a str, bytes, or bytearray. For version 1, the hash() of *a* is used instead. If *a* is an int, all bits are used. i ubigiNii(uNoneuintu from_bytesu_urandomuNotImplementedErrorutimeu isinstanceustrubytesu bytearrayuencodeu_sha512udigestusuperuseedu gauss_next(uselfuauversionutime(u __class__(u+/opt/alt/python33/lib64/python3.3/random.pyuseed]s    u Random.seedcs|jtj|jfS(u9Return internal state; can be passed to setstate() later.(uVERSIONusuperugetstateu gauss_next(uself(u __class__(u+/opt/alt/python33/lib64/python3.3/random.pyugetstate{suRandom.getstatecs|d}|dkr;|\}}|_tj|n|dkr|\}}|_ytdd|D}Wn.tk r}zt|WYdd}~XnXtj|ntd||jfdS(u:Restore internal state from object returned by getstate().iiicss|]}|dVqdS(ii Nl((u.0ux((u+/opt/alt/python33/lib64/python3.3/random.pyu su"Random.setstate..Nu?state with version %s passed to Random.setstate() of version %s(u gauss_nextusuperusetstateutupleu ValueErroru TypeErroruVERSION(uselfustateuversionu internalstateue(u __class__(u+/opt/alt/python33/lib64/python3.3/random.pyusetstates   uRandom.setstatecCs |jS(N(ugetstate(uself((u+/opt/alt/python33/lib64/python3.3/random.pyu __getstate__suRandom.__getstate__cCs|j|dS(N(usetstate(uselfustate((u+/opt/alt/python33/lib64/python3.3/random.pyu __setstate__suRandom.__setstate__cCs|jf|jfS(N(u __class__ugetstate(uself((u+/opt/alt/python33/lib64/python3.3/random.pyu __reduce__suRandom.__reduce__ic Cs||}||kr'tdn|d kr[|dkrL|j|Stdn||}||krtdn||}|dkr|dkr||j|S|dkrtd|||fn||}||krtdn|dkr%||d|} n-|dkrF||d|} n td| dkrmtdn|||j| S( uChoose 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. u!non-integer arg 1 for randrange()iuempty range for randrange()u non-integer stop for randrange()iu'empty range for randrange() (%d,%d, %d)u non-integer step for randrange()uzero step for randrange()N(u ValueErroruNoneu _randbelow( uselfustartustopustepu_intuistartuistopuwidthuistepun((u+/opt/alt/python33/lib64/python3.3/random.pyu randranges4               uRandom.randrangecCs|j||dS(uJReturn random integer in range [a, b], including both end points. i(u randrange(uselfuaub((u+/opt/alt/python33/lib64/python3.3/random.pyurandintsuRandom.randintc Cs|j}||j|ks0|||krk|j}||} x| |krf||} qKW| S|j} ||krtd|| |S||} || |} | } x| | kr| } qW|| ||S(uCReturn a random int in the range [0,n). Raises ValueError if n==0.uUnderlying random() generator does not supply enough bits to choose from a population range this large. To remove the range limitation, add a getrandbits() method.(u getrandbitsurandomu bit_lengthu_warn( uselfunuintumaxsizeutypeuMethodu BuiltinMethodu getrandbitsukururandomuremulimit((u+/opt/alt/python33/lib64/python3.3/random.pyu _randbelows" '        uRandom._randbelowc CsBy|jt|}Wntk r9tdYnX||S(u2Choose a random element from a non-empty sequence.u$Cannot choose from an empty sequence(u _randbelowulenu ValueErroru IndexError(uselfusequi((u+/opt/alt/python33/lib64/python3.3/random.pyuchoices  u Random.choicecCs|dkrk|j}xttdt|D]3}||d}||||||<|| shuffle list x in place; return None. Optional arg random is a 0-argument function returning a random float in [0.0, 1.0); by default, the standard random.random. iN(uNoneu _randbelowureversedurangeulenuint(uselfuxurandomu randbelowuiuju_int((u+/opt/alt/python33/lib64/python3.3/random.pyushuffles  "$"uRandom.shufflec Cst|trt|}nt|ts<tdn|j}t|}d|koh|kns|tdnd g|}d}|dkr|dt t |dd7}n||kr%t |}xt |D]:}|||} || ||<|||d|| Population must be a sequence or set. For dicts, use list(d).iuSample larger than populationiiiiiN(u isinstanceu_Setutupleu _Sequenceu TypeErroru _randbelowulenu ValueErroruNoneu_ceilu_logulisturangeusetuadd( uselfu populationuku randbelowunuresultusetsizeupooluiujuselectedu selected_add((u+/opt/alt/python33/lib64/python3.3/random.pyusamples6    $      u Random.samplecCs||||jS(uHGet a random number in the range [a, b) or [a, b] depending on rounding.(urandom(uselfuaub((u+/opt/alt/python33/lib64/python3.3/random.pyuuniformPsuRandom.uniformgg?cCsx|j}|dkrdn||||}||kr`d|}d|}||}}n|||||dS(uTriangular distribution. Continuous distribution bounded by given lower and upper limits, and having a given mode value in-between. http://en.wikipedia.org/wiki/Triangular_distribution g?g?N(urandomuNone(uselfulowuhighumodeuuuc((u+/opt/alt/python33/lib64/python3.3/random.pyu triangularVs $   uRandom.triangularcCsh|j}xP|}d|}t|d|}||d}|t| kr Pq q |||S(u\Normal distribution. mu is the mean, and sigma is the standard deviation. g?g?g@(urandomu NV_MAGICCONSTu_log(uselfumuusigmaurandomuu1uu2uzuzz((u+/opt/alt/python33/lib64/python3.3/random.pyu normalvariateis   uRandom.normalvariatecCst|j||S(uLog normal distribution. If you take the natural logarithm of this distribution, you'll get a normal distribution with mean mu and standard deviation sigma. mu can have any value, and sigma must be greater than zero. (u_expu normalvariate(uselfumuusigma((u+/opt/alt/python33/lib64/python3.3/random.pyulognormvariatesuRandom.lognormvariatecCstd|j |S(u^Exponential distribution. lambd is 1.0 divided by the desired mean. It should be nonzero. (The parameter would be called "lambda", but that is a reserved word in Python.) Returned values range from 0 to positive infinity if lambd is positive, and from negative infinity to 0 if lambd is negative. g?(u_logurandom(uselfulambd((u+/opt/alt/python33/lib64/python3.3/random.pyu expovariatesuRandom.expovariatecCs|j}|dkr t|Sd|}|td||}xe|}tt|}|||}|} | d||ks| d|t|krEPqEqEd|} | |d| |} |} | dkr|t| t} n|t| t} | S(uFCircular data distribution. mu is the mean angle, expressed in radians between 0 and 2*pi, and kappa is the concentration parameter, which must be greater than or equal to zero. If kappa is equal to zero, this distribution reduces to a uniform random angle over the range 0 to 2*pi. gư>g?g?(urandomuTWOPIu_sqrtu_cosu_piu_expu_acos(uselfumuukappaurandomusuruu1uzuduu2uqufuu3utheta((u+/opt/alt/python33/lib64/python3.3/random.pyuvonmisesvariates&      .   uRandom.vonmisesvariatecCs |dks|dkr'tdn|j}|dkrtd|d}|t}||}x|}d|kodknsqgnd|}t|d||} |t| } |||} ||| | } | td| dks| t| krg| |Sqgn|dkr_|} x| dkrO|} q7Wt|  |Sx|} t|t}|| }|dkr|d|} nt||| } |}|dkr|| |dkrPqqb|t| krbPqbqb| |SdS( uZGamma distribution. Not the gamma function! Conditions on the parameters are alpha > 0 and beta > 0. The probability distribution function is: x ** (alpha - 1) * math.exp(-x / beta) pdf(x) = -------------------------------------- math.gamma(alpha) * beta ** alpha gu*gammavariate: alpha and beta must be > 0.0g?g@gHz>gP?g@N(u ValueErrorurandomu_sqrtuLOG4u_logu_expu SG_MAGICCONSTu_e(uselfualphaubetaurandomuainvubbbucccuu1uu2uvuxuzuruuubup((u+/opt/alt/python33/lib64/python3.3/random.pyu gammavariatesJ      *        uRandom.gammavariatecCs|j}|j}d|_|dkrw|t}tdtd|}t||}t|||_n|||S(uGaussian distribution. mu is the mean, and sigma is the standard deviation. This is slightly faster than the normalvariate() function. Not thread-safe without a lock around calls. g@g?Ng(urandomu gauss_nextuNoneuTWOPIu_sqrtu_logu_cosu_sin(uselfumuusigmaurandomuzux2piug2rad((u+/opt/alt/python33/lib64/python3.3/random.pyugausss     u Random.gausscCs>|j|d}|dkr"dS|||j|dSdS(uBeta distribution. Conditions on the parameters are alpha > 0 and beta > 0. Returned values range between 0 and 1. g?igN(u gammavariate(uselfualphaubetauy((u+/opt/alt/python33/lib64/python3.3/random.pyu betavariateNs  uRandom.betavariatecCs d|j}d|d|S(u3Pareto distribution. alpha is the shape parameter.g?(urandom(uselfualphauu((u+/opt/alt/python33/lib64/python3.3/random.pyu paretovariate`suRandom.paretovariatecCs'd|j}|t| d|S(ufWeibull distribution. alpha is the scale parameter and beta is the shape parameter. g?(urandomu_log(uselfualphaubetauu((u+/opt/alt/python33/lib64/python3.3/random.pyuweibullvariateisuRandom.weibullvariateN(#u__name__u __module__u __qualname__u__doc__uVERSIONuNoneu__init__useedugetstateusetstateu __getstate__u __setstate__u __reduce__uintu randrangeurandintuBPFutypeu _MethodTypeu_BuiltinMethodTypeu _randbelowuchoiceushuffleusampleuuniformu triangularu normalvariateulognormvariateu expovariateuvonmisesvariateu gammavariateugaussu betavariateu paretovariateuweibullvariate(u __locals__((u __class__u+/opt/alt/python33/lib64/python3.3/random.pyuRandomDs6     ,    >    0 H 5  cBsT|EeZdZdZddZddZddZdd ZeZZ d S( u SystemRandomuAlternate random number generator using sources provided by the operating system (such as /dev/urandom on Unix or CryptGenRandom on Windows). Not available on all systems (see os.urandom() for details). cCstjtddd?tS(u3Get the next random number in the range [0.0, 1.0).iubigi(uintu from_bytesu_urandomu RECIP_BPF(uself((u+/opt/alt/python33/lib64/python3.3/random.pyurandom~suSystemRandom.randomcCsr|dkrtdn|t|kr<tdn|dd}tjt|d}||d|?S(u:getrandbits(k) -> x. Generates an int with k random bits.iu(number of bits must be greater than zerou#number of bits should be an integeriiubig(u ValueErroruintu TypeErroru from_bytesu_urandom(uselfukunumbytesux((u+/opt/alt/python33/lib64/python3.3/random.pyu getrandbitss uSystemRandom.getrandbitscOsdS(u<Stub method. Not used for a system random number generator.N(uNone(uselfuargsukwds((u+/opt/alt/python33/lib64/python3.3/random.pyuseedsuSystemRandom.seedcOstddS(uAMethod should not be called for a system random number generator.u*System entropy source does not have state.N(uNotImplementedError(uselfuargsukwds((u+/opt/alt/python33/lib64/python3.3/random.pyu_notimplementedsuSystemRandom._notimplementedN( u__name__u __module__u __qualname__u__doc__urandomu getrandbitsuseedu_notimplementedugetstateusetstate(u __locals__((u+/opt/alt/python33/lib64/python3.3/random.pyu SystemRandomvs    cCsddl}t|d|jd}d}d}d }|j}xVt|D]H} ||} || 7}|| | }t| |}t| |}qPW|j} tt| |dddd||} t||| | } td | | ||fdS( Niutimesgg _Biusec,uendu u!avg %g, stddev %g, min %g, max %gg _(utimeuprintu__name__urangeuminumaxuroundu_sqrt(unufuncuargsutimeutotalusqsumusmallestulargestut0uiuxut1uavgustddev((u+/opt/alt/python33/lib64/python3.3/random.pyu_test_generators&       u_test_generatoricCst|tft|td t|td t|td t|tdt|tdt|tdt|tdt|tdt|tdt|tdt|tdt|tdt|tdt|tdt|tddS(Ngg?g{Gz?g?g@g?g?g4@gi@g@(gg?(gg?(gg?(g{Gz?g?(g?g?(g?g@(g?g?(g?g?(g?g?(g@g?(g4@g?(gi@g?(gg?(g@g@gUUUUUU?(gg?gUUUUUU?( u_test_generatorurandomu normalvariateulognormvariateuvonmisesvariateu gammavariateugaussu betavariateu triangular(uN((u+/opt/alt/python33/lib64/python3.3/random.pyu_tests u_testu__main__(Ju__doc__uwarningsuwarnu_warnutypesu MethodTypeu _MethodTypeuBuiltinMethodTypeu_BuiltinMethodTypeumathulogu_loguexpu_expupiu_piueu_euceilu_ceilusqrtu_sqrtuacosu_acosucosu_cosusinu_sinuosuurandomu_urandomucollections.abcuSetu_SetuSequenceu _Sequenceuhashlibusha512u_sha512u__all__u NV_MAGICCONSTuTWOPIuLOG4u SG_MAGICCONSTuBPFu RECIP_BPFu_randomuRandomu SystemRandomu_test_generatoru_testu_instuseedurandomuuniformu triangularurandintuchoiceu randrangeusampleushuffleu normalvariateulognormvariateu expovariateuvonmisesvariateu gammavariateugaussu betavariateu paretovariateuweibullvariateugetstateusetstateu getrandbitsu__name__(((u+/opt/alt/python33/lib64/python3.3/random.pyu%sd("         4!