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random.cpython-39.opt-2.pyc
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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)rp c s g | ]} | qS r: r: )r[ sr cum_counts populationr: r; <listcomp> r] z!Random.sample.<locals>.<listcomp>z,Sample larger than population or is negative r. r5 r= )rB _SetrQ rR r^ _Sequencer` rH list _accumulater_ poprK r& r _bisectrf _ceil_logsetadd)r8 r rp r ro total selectionsr resultsetsizepoolr r selected selected_addr: r r; r& v sT 5 z Random.sample) cum_weightsrp c s | j td u r|d u rHtd7 fddtd |D S ztt|W q ty t|tsr |}td|d Y q0 n|d urtdtkrt dd d dkrt dt d fd dtd |D S ) N c s g | ]} qS r: r: r[ r )r ro r r$ r: r; r r] z"Random.choices.<locals>.<listcomp>z4The number of choices must be a keyword argument: k=z2Cannot specify both weights and cumulative weightsz3The number of weights does not match the populationr? z*Total of weights must be greater than zeror= c s$ g | ] } d qS )r r: r )r r hir r$ r r: r; r s ) r$ rH rr _repeatr r r` rB rK r_ r )r8 r weightsr rp r: )r r r r ro r r$ r r; r s< zRandom.choicesc C s ||| | S r6 r$ r r: r: r; r+ s zRandom.uniformr r1 c C sz | }z |d u rdn|| || }W n ty> | Y S 0 ||krbd| }d| }|| }}||| t|| S )N ?r1 )r$ ZeroDivisionError_sqrt)r8 lowhighmodeurV r: r: r; r* s zRandom.triangularc C sP | j }| }d| }t|d | }|| d }|t| krqDq||| S )Nr1 r r0 )r$ NV_MAGICCONSTr )r8 musigmar$ u1u2zzzr: r: r; r s zRandom.normalvariatec C s` | j }| j}d | _|d u rT| t }tdtd| }t|| }t|| | _||| S )Ng r1 )r$ r7 TWOPIr r _cos_sin)r8 r r r$ r x2pig2radr: r: r; r , s z Random.gaussc C s t | ||S r6 )_expr )r8 r r r: r: r; r R s zRandom.lognormvariatec C s t d| | S Nr1 )r r$ )r8 lambdr: r: r; r \ s zRandom.expovariatec C s | j }|dkrt| S d| }|td|| }| }tt| }||| }| } | d|| k s| d| t| kr4qq4d| } | | d| | } | } | dkr|t| t } n|t| t } | S )Ngư>r r1 )r$ r r r _pir _acos)r8 r kappar$ r rq r r dr qfu3thetar: r: r; r, m s$ $zRandom.vonmisesvariatec C s~ |dks|dkrt d| j}|dkrtd| d }|t }|| }| }d| k r`dk sdqF qFd| }t|d| | } |t| } || | } ||| | } | t d| dks| t| krF| | S qFn|dkrtd| | S | } t| t }|| }|dkr$|d| } nt|| | } | }|dkr^|| |d krpqrq|t| krqrq| | S d S )Nr z*gammavariate: alpha and beta must be > 0.0r1 r/ gHz>gP?r2 )r_ r$ r LOG4r r SG_MAGICCONST_e)r8 alphabetar$ ainvbbbcccr r vr9 r rq r r pr: r: r; r s@ zRandom.gammavariatec C s( | |d}|r$||| |d S dS )Nr1 r )r )r8 r r yr: r: r; r s zRandom.betavariatec C s d| }d|d| S r r )r8 r r r: r: r; r! s zRandom.paretovariatec C s" d| }|t| d| S r )r$ r )r8 r r r r: r: r; r- s zRandom.weibullvariate)N)Nr4 )Nr= )N)N)r r1 N)#__name__ __module__ __qualname__rY r< r' r r( rc rd re rm ri BPFrj rf r" r% r# r r) r& r r+ r* r r r r r, r r r! r- __classcell__r: r: rW r; r e s< * ! , c& & *Ar c @ s< e Zd Zdd Zdd Zdd Zdd Zd d Ze ZZ d S ) r c C s t tddd? t S )Nr> rA r5 )rK rL _urandom RECIP_BPFrZ r: r: r; r$ s zSystemRandom.randomc C s< |dk rt d|d d }tt|d}||d | ? S )Nr z#number of bits must be non-negativer> rv rA )r_ rK rL r )r8 rp numbytesr9 r: r: r; r s zSystemRandom.getrandbitsc C s t |S r6 )r ry r: r: r; r" s zSystemRandom.randbytesc O s d S r6 r: r8 argskwdsr: r: r; r' % s zSystemRandom.seedc O s t dd S )Nz*System entropy source does not have state.)NotImplementedErrorr r: r: r; _notimplemented) s z SystemRandom._notimplementedN) r r r r$ r r" r' r r r( r: r: r: r; r s r c s ddl m}m} ddlm} | } fddt| D }| }||} ||| } t|} t|} t|| dd| dj td | | | | f d S ) Nr )stdevfmean) perf_counterc s g | ] } qS r: r: r r funcr: r; r X r] z#_test_generator.<locals>.<listcomp>z.3fz sec, z times z"avg %g, stddev %g, min %g, max %g ) statisticsr r timer r minmaxprintr ) ro r r r meanr t0datat1xbarr r r r: r r; _test_generatorS s r c C s t | td t | td t | td t | td t | td t | td t | td t | td t | td t | td t | td t | td t | td t | td t | td t | td d S )Nr: )r r1 )g{Gz?r1 )皙?r1 )r r/ )r r1 )g?r1 )r1 r1 )r/ r1 )g 4@r1 )g i@r1 ) @r )r r1 gUUUUUU?) r r$ r r r, r r r r* )Nr: r: r; _testd s r fork)after_in_child__main__)r )Twarningsr rQ mathr r r r r r r r r r r r r r r r r r r r r rr osr r _collections_abcr r r r itertoolsr r r r r r _os_randomrM r ImportErrorhashlib__all__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! r- r r( r r" r r hasattrregister_at_forkr r: r: r: r; <module>0 sp *,