ó £áSc @`s/dZddlmZmZmZddddddd d d d g Zdd ljjZ dd l Z de fd„ƒYZ de fd„ƒYZdefd„ƒYZdefd„ƒYZdefd„ƒYZdefd„ƒYZeddƒZde fd„ƒYZedƒZd„Zd„Zd S(sRe-create the RNG interface from Numeric. Replace import RNG with import numpy.oldnumeric.rng as RNG. It is for backwards compatibility only. i(tdivisiontabsolute_importtprint_functiontCreateGeneratortExponentialDistributiontLogNormalDistributiontNormalDistributiontUniformDistributionterrortranftdefault_distributiont random_sampletstandard_generatorNcB`seZRS((t__name__t __module__(((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyRst DistributioncB`s5eZd„Zd„Zd„Zd„Zd„ZRS(cG`s||_||_dS(N(t_metht_args(tselftmethtargs((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyt__init__s cC`s t‚dS(N(tNotImplementedError(Rtx((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pytdensityscC`s |j|ƒS(N(R(RR((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyt__call__scC`st||jƒ|jŒS(N(tgetattrRR(Rtrng((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyt _onesamplescC`s)i|d6}t||jƒ|j|ŽS(Ntsize(RRR(RRtntkwds((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyt_sample!s (R RRRRRR (((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyRs     cB`seZd„Zd„ZRS(cC`s2|dkrtdƒ‚ntj|d|ƒdS(Nisparameter must be positivet exponential(RRR(Rtlambda_((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR's cC`s7|dkrdStjd}|tj| |ƒSdS(Nig(RRtmathtexp(RR"((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR,s  (R RRR(((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR&s cB`seZd„Zd„ZRS(cC`s¼t|ƒ}t|ƒ}|dkr3tdƒ‚ntj|d||ƒtjd||||ƒ}tj|ƒd||_tj|ƒ|_dtjdtj ƒ|j|_ dS(Nis#standard deviation must be positivet lognormalgð?gà?i( tfloatRRRR#tlogt_mntsqrtt_sntpit_fac(Rtmtstsn((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR4s   cC`sLtj\}}tj|ƒtjtj}tjtjd||ƒ|S(Ngà¿(RRR#R'R(R*R,R$(RR-R.ty((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR?s(R RRR(((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR3s cB`seZd„Zd„ZRS(cC`snt|ƒ}t|ƒ}|dkr3tdƒ‚ntj|d||ƒdtjdtjƒ||_dS(Nis#standard deviation must be positivetnormalgð?i(R&RRRR#R)R+R,(RR-R.((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyRFs    cC`s9tj\}}|||}tjtjd||ƒS(Ngà¿(RRR,R#R$(RR-R.R0((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyRNs(R RRR(((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyREs cB`seZd„Zd„ZRS(cC`sdt|ƒ}t|ƒ}||}|dkr=tdƒ‚ntj|d||ƒd||_dS(Nis)width of uniform distribution must be > 0tuniformgð?(R&RRRR,(Rtatbtwidth((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyRTs    cC`s6tj\}}||ks'||kr+dStjSdS(Ng(RRR,(RR3R4((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR]s(R RRR(((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyRSs ggð?cB`s&eZdd„Zd„Zd„ZRS(cC`s|dkrtjƒ|_n!|dkr?tj|ƒ|_n|dkrTt}nt|tƒsrtdƒ‚n||_dS(NisNot a distribution object( tmtt RandomStatet_rngtNoneR t isinstanceRRt_dist(Rtseedtdist((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyRgs    cC`s|jj|jƒS(N(R;RR8(R((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR rscC`s|jj|j|ƒS(N(R;R R8(RR((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pytsampleusN(R RR9RR R>(((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyRfs iÿÿÿÿcC`s tjƒS(s5ranf() = a random number from the standard generator.(R R (((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR {scG`sG|stjƒSd}x|D]}||}qWtj|ƒj|ŒS(sqrandom_sample(n) = array of n random numbers; random_sample(n1, n2, ...)= random array of shape (n1, n2, ..)i(R R R>treshape(RR-ti((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyR s   (t__doc__t __future__RRRt__all__tnumpy.random.mtrandtrandomtmtrandR6R#t ExceptionRtobjectRRRRRR RR R R (((sN/opt/xtal/ccp4-6.5-linux32/lib/python2.7/site-packages/numpy/oldnumeric/rng.pyts"