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Τ(Iv r d dl mZ d dlmZmZmZ m Z m Z d dlmZmZmZmZ d dlmZmZmZ d dl m Z d dl m Z!m"Z# d dl$m%Z& d dl'm(Z)m*Z+ d d l,m,Z- d d l Z.d d l/Z/ d d l0m1Z0 n# e2$ r d d l3m1Z0 Y nw xY wg d Z4d ed z ed z Z5 ed Z6d ed z Z7dZ8de8 z Z9dZ: G d de/j; Z; G d de; Z< e; Z=e=j> Z>e=j? Z?e=j@ Z@e=jA ZAe=jB ZBe=jC ZCe=jD ZDe=jE ZEe=jF ZFe=jG ZGe=jH ZHe=jI ZIe=jJ ZJe=jK ZKe=jL ZLe=jM ZMe=jN ZNe=jO ZOe=jP ZPe=jQ ZQe=jR ZRe=jS ZSe=jT ZTd ZUd d ZV eWe.d r e.jX e=j> eYd k r eV d S d S )! )warn)logexppieceil)sqrtacoscossin)taufloorisfinite)urandom)SetSequence)index) accumulaterepeat)bisectN)sha512)Random SystemRandom betavariatechoicechoices expovariate gammavariategauss getrandbitsgetstatelognormvariate normalvariate paretovariate randbytesrandintrandom randrangesampleseedsetstateshuffle triangularuniformvonmisesvariateweibullvariate g @ @ ? @5 c e Zd Z dZd%dZd& fd Z fdZ fdZd Zd Z d Z d Z d Z d e z fdZe Zd ZdefdZd Zd Zd ZdddZd%dd ddZd Zd'dZd(d Zd(d Zd Z d Z d Z d! Z d" Z d# Z!d$ Z" xZ#S ))r Nc @ | | d | _ d S N)r* gauss_next)selfxs -/opt/alt/python311/lib64/python3.11/random.py__init__zRandom.__init__w s# ! r7 c ` |dk rt |t t f rt |t r| d n|}|rt |d dz nd}t t | D ] }d|z |z dz }|t | z }|dk rdn|}n|d k rt |t t t f rft |t r| }t |t | z }nKt |t d t t t t t f st d t! | d | _ d S ) Nr8 zlatin-1r iCB l r7 zOThe only supported seed types are: None, int, float, str, bytes, and bytearray.) isinstancestrbytesdecodeordmaplen bytearrayencodeint from_bytes_sha512digesttypefloat TypeErrorsuperr* r= )r> aversionr? c __class__s r@ r* z Random.seed s} " a<<Jq3, 7 7<'1!U';';B###A"#*AaD QAa[[ = = kQ&*<< QKA2gg1AA \\jS%,C D D\!S!! 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To remove the range limitation, add a getrandbits() method.)r' _warn_floor)r> ry maxsizer' remlimitr{ s r@ rs z%Random._randbelow_without_getrandbits s << N O O O &&((Q,'' 'k3 ') FHH5jjA 5jja'k""Q&&rB c \ | |dz |d S )N little)r to_bytesr> ry s r@ r% zRandom.randbytes s- & A&&//8<<<rB c t t | }n`# t $ rS t | }||k r%t dt d t d t dt d Y nw xY w|B|t urt d |dk r| | S t d t | }n`# t $ rS t | }||k r%t dt d t d t dt d Y nw xY w||z } t | }n`# t $ rS t | }||k r%t dt d t d t dt d Y nw xY w|d k r3|dk r|| | z S t d |||fz |dk r ||z d z |z }n!|dk r ||z d z |z }nt d |dk rt d ||| | z z S ) Nz.randrange() will raise TypeError in the futurer7 z!non-integer arg 1 for randrange()zwnon-integer arguments to randrange() have been deprecated since Python 3.10 and will be removed in a subsequent versionz Missing a non-None stop argumentr zempty range for randrange()z non-integer stop for randrange()z non-integer step for randrange()r8 z(empty range for randrange() (%d, %d, %d)zzero step for randrange())_indexrV rP r} DeprecationWarningrd _ONEro ) r> startstopstepistartistopwidthistepry s r@ r( zRandom.randrange s )E]]FF ) ) )ZZFF(!- - - !DEEE %a ) ) ) ) ) ) < 4 BCCCzzv... :;; ; )4LLEE ) ) )IIE}}F(!- - - !CDDD %a ) ) ) ) ) ) )4LLEE ) ) )IIE}}F(!- - - !CDDD %a ) ) ) ) ) ) A::qyy 6 666 G6SXZ_J` `aa a 199 "u,AA QYY "u,AA 899 9 66 :;; ; 2 2222s6 AA0/A08C AD%$D%.D> >AFFc 6 | ||dz S Nr8 )r( r> rX bs r@ r& zRandom.randintf s! ~~a1%%%rB c t | st d || t | S )Nz$Cannot choose from an empty sequence)rM IndexErrorro )r> seqs r@ r z Random.choiceo sB @ 3xx E CDD D4??3s88,,--rB c | j }t t dt | D ]'} ||dz }|| || c||< ||< (d S r )ro reversedrangerM )r> r? randbelowijs r@ r, zRandom.shufflex sm 7O %3q66**++ $ $A !a% A1qtJAaD!A$$ $ $rB )countsc t t st d t }|t t | t |k rt d }t |t st d |dk rt d | t | | }t fd|D S | j }d|cxk r|k sn t d d g|z }d } |d k r&| d t t |d z d z z } || k rLt } t | D ],} ||| z } | | || < | || z d z | | < -n[t } | j }t | D ]6} || } | | v r || } | | v || | || < 7|S )NzAPopulation must be a sequence. For dicts or sets, use sorted(d).z2The number of counts does not match the populationzCounts must be integersr z)Total of counts must be greater than zero)rz c 4 g | ]} | S r` r` )ra sr cum_counts populations r@ <listcomp>z!Random.sample.<locals>.<listcomp> s* JJJ!Jvvj! 4 45JJJrB z,Sample larger than population or is negative r1 r: r8 )rG _SequencerV rM list _accumulaterd poprP r) r _bisectro _ceil_logsetadd)r> r rz r ry total selectionsr resultsetsizepoolr r selected selected_addr r s ` @@r@ r) z Random.sample sQ h *i00 A @ A A A OO k& 1 122J:!## !UVVV NN$$E eS)) ; 9:::zz !LMMM U5\\Q77J FJJJJJJzJJJ JO A{{{{{{{{ KLL L! q55 qE$q1ua.. 1 11 1G << ##D1XX * * Ia!e$$ Gq q1uqy/Q * uuH#<L1XX * * IaLL8mm! ! A 8mm Q &qMq rB ) cum_weightsrz c | j t |+t dz fdt d | D S t t | nJ# t $ r, t |t s |}t d| d w xY w|t d t k rt d d dz dk rt d t st d t d z fd t d | D S ) N c H g | ] } z S r` r` )ra r r ry r r' s r@ r z"Random.choices.<locals>.<listcomp> s2 RRRA 55A #6#67RRRrB z4The number of choices must be a keyword argument: k=z2Cannot specify both weights and cumulative weightsz3The number of weights does not match the populationrE z*Total of weights must be greater than zeroz Total of weights must be finiter8 c N g | ]!} z d "S )r r` )ra r r r hir r' r s r@ r z"Random.choices.<locals>.<listcomp> sI + + + 66+vvxx%/?BGGH + + +rB ) r' rM r~ _repeatr r rV rG rP rd _isfiniter ) r> r weightsr rz r r r ry r' r s ` ` @@@@@@r@ r zRandom.choices s OO SRRRRRRRqAQAQRRRR ";w#7#7 8 8 !'3// MMM PQQ Q { q RSS SB#% C<< IJJ J @ >?? ? U+ + + + + + + + + q))+ + + +s A- -6B#c > |||z | z z S r< r' r s r@ r. zRandom.uniform s! RAET[[]]***rB r r4 c | } |dn ||z ||z z }n# t $ r |cY S w xY w||k rd|z }d|z }||}}|||z t ||z z z S )N ?r4 )r' ZeroDivisionError_sqrt)r> lowhighmodeurZ s r@ r- zRandom.triangular s KKMM |$*)DAA JJJ q55aAaA cCdSjE!a%LL000s ' 66c | j } | }d | z }t |dz z |z }||z dz }|t | k rnE|||z z S )NTr4 r r3 )r' NV_MAGICCONSTr )r> musigmar' u1u2zzzs r@ r# zRandom.normalvariate sx Bvvxx B c*R/AQBd2hhY AI~ rB c | j }| j }d | _ |e | t z }t dt d | z z }t | |z }t | |z | _ |||z z S )Ng r4 )r' r= TWOPIr r _cos_sin)r> r r r' r x2pig2rads r@ r z Random.gauss5 s 4 O 9688e#D$cFFHHn!5!5566ET U"A "4jj5 0DOAI~ rB c J t | || S r< )_expr# )r> r r s r@ r" zRandom.lognormvariate[ s' D&&r511222rB c T t d| z |z S Nr4 )r r' )r> lambds r@ r zRandom.expovariatee s, S4;;==()))E11rB c | j }|dk rt | z S d|z }|t d||z z z } | }t t |z }|||z z } | } | d||z z k s| d|z t | z k rnZd|z } | |z d| |z z z } | } | dk r|t | z t z } n|t | z t z } | S )Ngư>r r4 )r' r r r _pir _acos)r> r kappar' r r{ r r dr qfu3thetas r@ r/ zRandom.vonmisesvariatev s D==6688# # %K cAEk"" " BS2XAQU ABC!a%K 2#'T!WW)<#<#< !G UsQU{ # VXX 88%((]e+EE%((]e+E rB c |dk s|dk rt d | j }|dk rt d|z dz }|t z }||z } | }d|cxk rdk sn d | z }t |d|z z |z } |t | z } ||z |z } ||| z z | z } | t z d| z z dk s| t | k r| |z S |dk r t d | z |z S | } t |z t z }|| z }|dk r |d|z z } nt ||z |z } | }|dk r|| |dz z k rnn|t | k rnz| |z S ) Nr z*gammavariate: alpha and beta must be > 0.0r4 r2 TgHz>gP?r5 )rd r' r LOG4r r SG_MAGICCONST_e)r> alphabetar' ainvbbbcccr r vr? r r{ r r ps r@ r zRandom.gammavariate s C<<43;; IJJ J 3;; us*++D$,C$,C $VXXb,,,,9,,,, 6688^sRx ))D0DGGOGbL#'MA%}$sQw.#55d1gg t8O $ c\\vvxx (((4/ / FHH%Z2%E88cEk*AA q1uo...AVXXs77Q53; /// 0488^^ t8OrB c p | |d }|r ||| |d z z S dS )Nr4 r )r )r> r r ys r@ r zRandom.betavariate sK * eS ) ) :D - -dC 8 889 9srB c B d| z }|d|z z S )Nr4 g r )r> r r s r@ r$ zRandom.paretovariate s( A $++-- TE\""rB c d d| z }|t | d|z z z S r )r' r )r> r r r s r@ r0 zRandom.weibullvariate s7 $++-- acDj111rB r< )Nr7 )r r4 Nr r4 )$__name__ __module__ __qualname__r] rA r* r! r+ ri rk rm rv rr BPFrs ro r% r r( r& r r, r) r r. r- r# r r" r r/ r r r$ r0 __classcell__)r[ s @r@ r r g s_ G $ $ $ $ $ $ LA A A A A6 6 6 6 6B 3 3 3 ( 9:3 ' ' ' '& -J= = = %)t H3 H3 H3 H3T& & &. . .$ $ $ /3 ] ] ] ] ]~#+tq #+ #+ #+ #+ #+P+ + +1 1 1 1( *$ $ $ $ L3 3 32 2 2"( ( (T? ? ? B 6# # # 2 2 2 2 2 2 2rB r c 6 e Zd Z d Zd Zd Zd Zd ZexZZ dS )r c h t t d dz t z S )NrD r: )rP rQ _urandom RECIP_BPFrh s r@ r' zSystemRandom.random s' Ex{{++q0I==rB c |dk rt d |dz dz }t t | }||dz |z z S )Nr z#number of bits must be non-negativerD r )rd rP rQ r )r> rz numbytesr? s r@ r zSystemRandom.getrandbits sW H q55 BCC CEa< NN8H-- . .X\A%&&rB c " t | S r< )r r s r@ r% zSystemRandom.randbytes( s & {{rB c d S r< r` r> argskwdss r@ r* zSystemRandom.seed. s FtrB c " t d )Nz*System entropy source does not have state.)NotImplementedErrorr s r@ _notimplementedz SystemRandom._notimplemented2 s K!"NOOOrB N) r r r r' r r% r* r r! r+ r` rB r@ r r sm > > >' ' ' P P P *)HxxxrB r c ^ ddl m}m} ddlm} | }fdt d | D } | } || } ||| } t | } t | } t ||z dd| dj t d| | | | fz d S ) Nr )stdevfmean) perf_counterc g | ]} S r` r` )ra r r funcs r@ r z#_test_generator.<locals>.<listcomp>a s 2 2 2ADD$K 2 2 2rB z.3fz sec, z times z"avg %g, stddev %g, min %g, max %g ) statisticsr r timer r minmaxprintr ) ry r r r meanr t0datat1xbarr r r s `` r@ _test_generatorr \ s ////////!!!!!! B 2 2 2 2 2q!1!1 2 2 2D B 4::D E$ E d))C t99D R"W 9 9 9 9 9$- 9 9::: /4T2J JKKKKKrB c t | t d t | t d t | t d t | t d t | t d t | t d t | t d t | t d t | t d t | t d t | t d t | t d t | t d t | t d t | t d t | t d d S )Nr` r )g{Gz?r4 )皙?r4 )r r2 )r r4 )g?r4 )r4 r4 )r2 r4 )g 4@r4 )g i@r4 ) @r )r r4 gUUUUUU?) r r' r# r" r/ r r r r- )Ns r@ _testr m s) Avr"""A}j111A~z222A 333A|[111A|Z000A|Z000A|Z000A|Z000A|Z000A|Z000A|[111A|\222Auj)))A{J///Az#899999rB fork)after_in_child__main__)r )Zwarningsr r} mathr r r r r r r r r r r r r r r r r r r r r r~ r r osr r _collections_abcr _Setr r operatorr r itertoolsr r r r r r _os_randomrR r ImportErrorhashlib__all__r r r r r r r r _instr* r' r. r- r& r r( r) r, r r# r" r r/ r r r r$ r0 r! r+ r r% r r hasattrregister_at_forkr r` rB r@ <module>r3 sG )^ # " " " " " L L L L L L L L L L L L L L G G G G G G G G G G G G E E E E E E E E E E " " " " " " ? ? ? ? ? ? ? ? $ $ $ $ $ $ B B B B B B B B $ $ $ $ $ $ *))))))) * * *))))))))* 8 DDJJs+ tCyydd3ii #I e 2 e 2 e 2 e 2 e 2W^ e 2 e 2 e 2X"* "* "* "* "*6 "* "* "*X z - - O - -# % '! # % > > O L L L": : : :, 73 4C 3333 z EGGGGG s A A,+A,