
    sh                         S r SSKrSSKr\R                  R                  S5      r\" \" \	\R                  R                  S5      SS 5      5      rSqS rS rS rS	 rg)
aQ  This file contains information on how to translate different ufuncs
into numba. It is a database of different ufuncs and how each of its
loops maps to a function that implements the inner kernel of that ufunc
(the inner kernel being the per-element function).

Use the function get_ufunc_info to get the information related to the
ufunc
    Nwin32.   c                  6    [         c  0 q [        [         5        g g )N)	_ufunc_db_fill_ufunc_db     e/Users/tiagomarins/Projetos/claudeai/copy_bank/venv/lib/python3.13/site-packages/numba/np/ufunc_db.py_lazy_init_dbr      s     	y! r
   c                  >    [        5         [        R                  5       $ )z+obtain a list of supported ufuncs in the db)r   r   keysr	   r
   r   
get_ufuncsr      s    O>>r
   c                 (    [        5         [        U    $ )ak  get the lowering information for the ufunc with key ufunc_key.

The lowering information is a dictionary that maps from a numpy
loop string (as given by the ufunc types attribute) to a function
that handles code generation for a scalar version of the ufunc
(that is, generates the "per element" operation").

raises a KeyError if the ufunc is not in the ufunc_db
)r   r   )	ufunc_keys    r   get_ufunc_infor   "   s     OYr
   c                 4a   SSK Jn  SSKJnJnJn  SSKJn  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  S.U [        R                  '   UR                   UR                   UR                   UR                   UR                   UR                   UR                   UR                   UR                   UR                   UR                   UR"                  UR"                  UR$                  UR$                  S.U [        R&                  '   UR(                  UR(                  UR*                  UR(                  UR*                  UR(                  UR*                  UR(                  UR*                  UR(                  UR*                  UR,                  UR,                  UR.                  UR.                  S.U [        R0                  '   UR2                  UR2                  UR2                  UR2                  UR2                  UR2                  UR2                  UR2                  UR2                  UR2                  UR4                  UR4                  UR6                  UR6                  S.U [        R8                  '   UR:                  UR<                  UR<                  UR<                  UR<                  UR<                  UR<                  UR<                  UR<                  UR<                  UR<                  UR>                  UR>                  UR@                  UR@                  S	.U [        RB                  '   URD                  URF                  URF                  URF                  URF                  URF                  URF                  URF                  URF                  URF                  URF                  URH                  URH                  URJ                  URJ                  S	.U [        RL                  '   URN                  URP                  URP                  URP                  URP                  URP                  URP                  URP                  URP                  URP                  URP                  URR                  URR                  URT                  URT                  S	.U [        RV                  '   [        RX                  [        RZ                  :w  a  UR\                  UR^                  UR\                  UR^                  UR\                  UR^                  UR\                  UR^                  UR\                  UR^                  UR`                  UR`                  URb                  URb                  S
.U [        RX                  '   URd                  URd                  URd                  URd                  URd                  URd                  URd                  URd                  URd                  URd                  UR`                  UR`                  URb                  URb                  S.U [        RZ                  '   UR\                  UR^                  UR\                  UR^                  UR\                  UR^                  UR\                  UR^                  UR\                  UR^                  URf                  URf                  S.U [        Rh                  '   URj                  URl                  URj                  URl                  URj                  URl                  URj                  URl                  URj                  URl                  URn                  URn                  S.U [        Rp                  '   URr                  URt                  URr                  URt                  URr                  URt                  URr                  URt                  URr                  URt                  URv                  URv                  S.U [        Rx                  '   URz                  URz                  URz                  URz                  URz                  URz                  URz                  URz                  URz                  URz                  UR|                  UR|                  S.U [        R~                  '   UR                  UR                  S.U [        R                  '   UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  S
.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  S.
U [        R                  '   UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  S.
U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  UR                  UR                  UR                  S.U [        R                  '   UR                  nUR                  UR                  UUS.U [        R                  '   UGR                   nUGR                  UGR                  UUS.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  S.U [        GR
                  '   UGR                  nUGR                  UGR                  UUS.U [        GR                  '   UGR                  UGR                  S.U [        GR                  '   UGR                  UGR                  S.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  S.U [        GR                  '   UGR                   UGR                   UGR"                  UGR"                  S.U [        GR$                  '   UGR&                  UGR&                  UGR(                  UGR(                  S.U [        GR*                  '   UGR,                  n	UGR.                  UGR.                  U	U	S.U [        GR0                  '   UGR2                  UGR2                  UGR4                  UGR4                  S.U [        GR6                  '   UGR8                  n
UGR:                  UGR:                  U
U
S.U [        GR<                  '   UGR>                  UGR>                  S.U [        GR@                  '   U [        GR@                     U [        GRB                  '   UGRD                  UGRD                  S.U [        GRF                  '   U [        GRF                     U [        GRH                  '   UGRJ                  UGRJ                  S.U [        GRL                  '   US:  a  U [        GRL                     GRO                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  S.5        UGRR                  UGRR                  S.U [        GRT                  '   US:  a  U [        GRT                     GRO                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  S.5        UGRV                  UGRV                  S.U [        GRX                  '   US:  a  U [        GRX                     GRO                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  UGRP                  S.5        UGRZ                  UGRZ                  S.U [        GR\                  '   UGR^                  UGR`                  UGR^                  UGR`                  UGR^                  UGR`                  UGR^                  UGR`                  UGR^                  UGR`                  UGR^                  UGRb                  UGRb                  UGRd                  UGRd                  S.U [        GRf                  '   US:  aG  U [        GRf                     GRO                  UGRi                  S5      UGRk                  S5      S.5        UGRl                  UGRn                  UGRl                  UGRn                  UGRl                  UGRn                  UGRl                  UGRn                  UGRl                  UGRn                  UGRl                  UGRp                  UGRp                  UGRr                  UGRr                  S.U [        GRt                  '   US:  aG  U [        GRt                     GRO                  UGRi                  S5      UGRk                  S5      S.5        UGRv                  UGRx                  UGRv                  UGRx                  UGRv                  UGRx                  UGRv                  UGRx                  UGRv                  UGRx                  UGRv                  UGRz                  UGRz                  UGR|                  UGR|                  S.U [        GR~                  '   US:  aG  U [        GR~                     GRO                  UGRi                  S5      UGRk                  S5      S.5        UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S.U [        GR                  '   US:  aG  U [        GR                     GRO                  UGRi                  S5      UGRk                  S5      S.5        UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S.U [        GR                  '   US:  aG  U [        GR                     GRO                  UGRi                  S5      UGRk                  S5      S.5        UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S.U [        GR                  '   US:  aG  U [        GR                     GRO                  UGRi                  S5      UGRk                  S5      S.5        UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S	.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S	.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S	.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S	.U [        GR                  '   0 SUGR                  _S UGR                  _S!UGR                  _S"UGR                  _S#UGR                  _S$UGR                  _S%UGR                  _S&UGR                  _S'UGR                  _S(UGR                  _S)UGR                  _S*UGR                  _S+UGR                  _S,UGR                  _S-UGR                  _S.UR                  _S/UR                  _U [        GR                  '   0 SUGR                  _S UGR                  _S!UGR                  _S"UGR                  _S#UGR                  _S$UGR                  _S%UGR                  _S&UGR                  _S'UGR                  _S(UGR                  _S)UGR                  _S*UGR                  _S+UGR                  _S,UGR                  _S-UGR                  _S.UGR                  _S/UGR                  _U [        GR                  '   0 SUGR                  _S UGR                  _S!UGR                  _S"UGR                  _S#UGR                  _S$UGR                  _S%UGR                  _S&UGR                  _S'UGR                  _S(UGR                  _S)UGR                  _S*UGR                  _S+UGR                  _S,UGR                  _S-UGR                  _S/UGR                  _S.UGR                  _U [        GR                  '   UGR                  UGR                  S0.U [        GR                  '   UGR                  UGR                  S.U [        GR                  '   UGR                  UGR                  S.U [        GR                  '   UGR                  UGR                  S.U [        GR                  '   UGR                  UGR                  UGR                  UGR                  S1.U [        GR                  '   US2:  a~  G[         (       ar  U [        GR                     GR                  S35      U [        GR                     S4'   U [        GR                     GR                  S55      U [        GR                     S6'   URN                  URN                  URN                  URN                  URN                  URN                  URN                  URN                  URN                  URN                  URN                  S7.U [        GR                  '   UR:                  UR:                  UR:                  UR:                  UR:                  UR:                  UR:                  UR:                  UR:                  UR:                  UR:                  S7.U [        GR                  '   URD                  URD                  URD                  URD                  URD                  URD                  URD                  URD                  URD                  URD                  URD                  S7.U [        GR                  '   UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  UR                  S.U [        GR
                  '   UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S.
U [        GR                  '   UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  UGR                  S.
U [        GR                  '   SS8K GJ
n  U [        R                     GRO                  S9UGR                  05        U [        R&                     GRO                  S9UGR                  05        U [        R0                     GRO                  S9UGR                  05        U [        R8                     GRO                  S9UGR                  05        U [        RB                     GRO                  UGR                  UGR                   UGR"                  S:.5        U [        RL                     GRO                  UGR$                  UGR&                  UGR(                  S;.5        U [        RV                     GRO                  UGR*                  UGR*                  UGR,                  UGR,                  S<.5        [        RX                  [        RZ                  :w  aH  U [        RX                     GRO                  UGR.                  UGR.                  UGR0                  S=.5        U [        RZ                     GRO                  UGR.                  UGR.                  UGR0                  S=.5        U [        Rh                     GRO                  UGR.                  UGR.                  S>.5        U [        Rh                     GRO                  S?UGR2                  05        U [        GR                     GRO                  UGR4                  UGR6                  S@.5        U [        GR                     GRO                  UGR8                  UGR:                  S@.5        U [        GR~                     GRO                  UGR<                  UGR>                  S@.5        U [        GR                     GRO                  UGR@                  UGRB                  S@.5        U [        GRf                     GRO                  UGRD                  UGRF                  S@.5        U [        GRt                     GRO                  UGRH                  UGRJ                  S@.5        U [        GR                     GRO                  UGRL                  UGRN                  SA.5        U [        GR                     GRO                  UGRP                  UGRR                  SA.5        U [        GR                     GRO                  UGRT                  UGRV                  SA.5        U [        GR                     GRO                  UGRX                  UGRZ                  SA.5        U [        Rp                     GRO                  SBUGR\                  05        g )CNr   )npyfuncs)	cmathimplmathimplnumbers)numpy_version)M->?m->?)?->?b->bB->Bh->hH->Hi->iI->Il->lL->Lq->qQ->Qf->fd->dF->FD->D)r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   zF->fzD->d)r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   )??->?bb->bBB->Bhh->hHH->Hii->iII->Ill->lLL->Lqq->qQQ->Qff->fdd->dFF->FDD->D)r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   )zbb->dzBB->dzhh->dzHH->dzii->dzII->dzll->dzLL->dzqq->dzQQ->dr5   r6   r7   r8   )r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   )zbb->bbzBB->BBzhh->hhzHH->HHzii->iizII->IIzll->llzLL->LLzqq->qqzQQ->QQzff->ffzdd->dd)r5   r6   )r5   r6   r7   r8   )
r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   )r&   r'   r(   r)   )r&   r'   )r      )r   r   r   r   r   r    r!   r"   r#   r$   r%   )r*   zbb->?zBB->?zhh->?zHH->?zii->?zII->?zll->?zLL->?zqq->?zQQ->?zff->?zdd->?zFF->?zDD->?)r9      >)zqQ->?zQq->?z>=<z<=z!=z==)r   b->?B->?h->?H->?i->?I->?l->?L->?q->?Q->?f->?d->?F->?D->?rG   rH   rI   rJ   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   r   r   r   )rG   rH   )zfi->ffl->fzdi->ddl->d)r   r   rK   zfq->frL   zdq->d)r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   )
npdatetimezm->m)mm->mMm->MzmM->M)rN   rO   zMM->m)mq->mmd->mzqm->mzdm->m)rP   rQ   zmm->d)rP   rQ   zmm->q)zMM->?zmm->?)zMM->MrN   rN   (/  numba.npr   numba.np.mathr   r   r   numba.np.numpy_supportr   np_datetime_isnat_implnpisnatint_invert_implint_negate_implreal_negate_implcomplex_negate_implnegativeint_positive_implreal_positive_implcomplex_positive_implpositiveint_abs_impluint_abs_implreal_abs_implcomplex_abs_implabsoluteint_sign_implreal_sign_implnp_complex_sign_implsignint_or_implint_add_implreal_add_implcomplex_add_impladdint_xor_implint_sub_implreal_sub_implcomplex_sub_implsubtractint_and_implint_mul_implreal_mul_implcomplex_mul_implmultiplydividetrue_dividenp_int_sdiv_implnp_int_udiv_implnp_real_div_implnp_complex_div_implnp_int_truediv_implnp_real_floor_div_implfloor_dividenp_int_srem_implnp_int_urem_implnp_real_mod_impl	remaindernp_int_sdivrem_implnp_int_udivrem_implnp_real_divmod_impldivmodnp_int_fmod_implnp_real_fmod_implfmodnp_real_logaddexp_impl	logaddexpnp_real_logaddexp2_impl
logaddexp2int_power_implreal_power_implnp_complex_power_implpowerreal_float_power_implnp_complex_float_power_implfloat_powernp_gcd_implgcdnp_lcm_impllcmnp_real_rint_implnp_complex_rint_implrintreal_conjugate_implcomplex_conjugate_impl	conjugatenp_real_exp_implnp_complex_exp_implexpnp_real_exp2_implnp_complex_exp2_implexp2np_real_log_implnp_complex_log_impllognp_real_log2_implnp_complex_log2_impllog2np_real_log10_implnp_complex_log10_impllog10np_real_expm1_implnp_complex_expm1_implexpm1np_real_log1p_implnp_complex_log1p_impllog1pnp_real_sqrt_implnp_complex_sqrt_implsqrtnp_int_square_implnp_real_square_implnp_complex_square_implsquarenp_real_cbrt_implcbrtnp_int_reciprocal_implnp_real_reciprocal_implnp_complex_reciprocal_impl
reciprocalnp_real_sin_implnp_complex_sin_implsinnp_real_cos_implnp_complex_cos_implcostan_implnp_real_tan_impltan	asin_implnp_real_asin_implarcsinnp_real_acos_impl	acos_implarccos	atan_implnp_real_atan_implarctannp_real_atan2_implarctan2np_real_hypot_implhypotnp_real_sinh_implnp_complex_sinh_implsinhnp_real_cosh_implnp_complex_cosh_implcoshnp_real_tanh_implnp_complex_tanh_impltanh
asinh_implnp_real_asinh_implarcsinhnp_real_acosh_implnp_complex_acosh_implarccosh
atanh_implnp_real_atanh_implarctanhradians_float_impldeg2radradiansdegrees_float_implrad2degdegreesnp_real_floor_implfloorupdateidentity_implnp_real_ceil_implceilnp_real_trunc_impltruncnp_real_fabs_implfabsint_ugt_implint_sgt_implreal_gt_implnp_complex_gt_implgreaterint_signed_unsigned_cmpint_unsigned_signed_cmpint_uge_implint_sge_implreal_ge_implnp_complex_ge_implgreater_equalint_ult_implint_slt_implreal_lt_implnp_complex_lt_impllessint_ule_implint_sle_implreal_le_implnp_complex_le_impl
less_equalint_ne_implreal_ne_implnp_complex_ne_impl	not_equalint_eq_implreal_eq_implnp_complex_eq_implequalnp_logical_and_implnp_complex_logical_and_impllogical_andnp_logical_or_implnp_complex_logical_or_impl
logical_ornp_logical_xor_implnp_complex_logical_xor_impllogical_xornp_logical_not_implnp_complex_logical_not_impllogical_notnp_int_smax_implnp_int_umax_implnp_real_maximum_implnp_complex_maximum_implmaximumnp_int_smin_implnp_int_umin_implnp_real_minimum_implnp_complex_minimum_implminimumnp_real_fmax_implnp_complex_fmax_implfmaxnp_real_fmin_implnp_complex_fmin_implfminnp_real_isnan_implnp_complex_isnan_implnp_int_isnan_implisnannp_real_isinf_implnp_complex_isinf_implnp_int_isinf_implisinfnp_real_isfinite_implnp_complex_isfinite_implnp_int_isfinite_implnp_datetime_isfinite_implisfinitenp_real_signbit_implsignbitnp_real_copysign_implcopysignnp_real_nextafter_impl	nextafternp_real_spacing_implspacingnp_real_ldexp_implldexpIS_WIN32popbitwise_and
bitwise_orbitwise_xorinvertint_shl_impl
left_shiftint_shr_implright_shiftrM   timedelta_neg_impltimedelta_pos_impltimedelta_abs_impltimedelta_sign_impltimedelta_add_impldatetime_plus_timedeltatimedelta_plus_datetimetimedelta_sub_impldatetime_minus_timedeltadatetime_minus_datetimetimedelta_times_numbernumber_times_timedeltatimedelta_over_numbertimedelta_over_timedeltatimedelta_floor_div_timedeltadatetime_eq_datetime_impltimedelta_eq_timedelta_impldatetime_ne_datetime_impltimedelta_ne_timedelta_impldatetime_lt_datetime_impltimedelta_lt_timedelta_impldatetime_le_datetime_impltimedelta_le_timedelta_impldatetime_gt_datetime_impltimedelta_gt_timedelta_impldatetime_ge_datetime_impltimedelta_ge_timedelta_impldatetime_maximum_impltimedelta_maximum_impldatetime_minimum_impltimedelta_minimum_impldatetime_fmax_impltimedelta_fmax_impldatetime_fmin_impltimedelta_fmin_impltimedelta_mod_timedelta)ufunc_dbr   r   r   r   r   r   arcsin_implarctan_implarcsinh_implarctanh_implrM   s               r   r   r   0   sU(    "::4 ////HRXX ''''''''''''''''''''''((((++++HR[[& ))))))))))))))))))))))****----HR[[& $$$$%%$$%%$$%%$$%%$$%%%%%%((((HR[[& %%%%%%%%%%%%%%%%%%%%&&&&----HRWW$ $$%%%%%%%%%%%%%%%%%%%%&&&&))))HRVV& %%%%%%%%%%%%%%%%%%%%%%&&&&))))HR[[& %%%%%%%%%%%%%%%%%%%%%%&&&&))))HR[[$ 
yyBNN"........................1111
$ --------------------****---- HR^^$ ********************0000!HR__  ************************HR\\  ........................HRYY  ********************++++HRWW  0000HR\\ 1111HR]] '''''''''''''''''''' ((((////#HRXX* ////5555	 HR^^ %%%%%%%%%%%%%%%%%%%%HRVV %%%%%%%%%%%%%%%%%%%%HRVV ****----	HRWW ++++++++++++++++++++++++....HR\\$ )))),,,,	HRVV ****----	HRWW )))),,,,	HRVV ****----	HRWW ++++....	HRXX ++++....	HRXX ++++....	HRXX ****----	HRWW ++++++++++++++++++++,,,,////HRYY$ ****HRWW ////////////////////00003333HR]]$ )))),,,,	HRVV )))),,,,	HRVV !!H ))))	HRVV %%K ****	HRYY ****####	HRYY %%K ****	HRYY ,,,,HRZZ ,,,,HRXX ****----	HRWW ****----	HRWW ****----	HRWW ''L ++++	HRZZ ++++....	HRZZ ''L ++++	HRZZ ++++HRZZ
 $BJJ/HRZZ ++++HRZZ
 $BJJ/HRZZ ++++HRXX !!))))))))))))))))))))))#
 	 ****HRWW   ))))))))))))))))))))))"
 	 ++++HRXX !!))))))))))))))))))))))#
 	 ****HRWW %%%%%%%%%%%%%%%%%%%%%%%%%%,,,,HRZZ" ##44S944S9%; 	<
 %%%%%%%%%%%%%%%%%%%%%%%%%%,,,,"HR" !!"))44T:44T:+< 	=
 %%%%%%%%%%%%%%%%%%%%%%%%%%,,,,HRWW"   44S944S9"; 	<
 %%%%%%%%%%%%%%%%%%%%%%%%%%,,,,HR]]" &&44T:44T:(< 	=
 $$$$$$$$$$$$$$$$$$$$$$%%%%,,,,HR\\" %%44T:44T:'< 	=
 $$$$$$$$$$$$$$$$$$$$$$%%%%,,,,HRXX" !!44T:44T:#< 	=
 --------------------------5555 HR^^& ,,,,,,,,,,,,,,,,,,,,,,,,,,4444HR]]& --------------------------5555 HR^^& ,,,,,,,,,,,,,,,,,,,,,,,,,,4444 HR^^& ,,********************....1111HRZZ& --********************....1111HRZZ& ,,********************++++....HRWW& --********************++++....HRWW&++++ 	.. 	..	 	** 	** 	** 	** 	** 	** 	**  	**!$ 	**%& 	**'* 	**+. 	///0 	//1HRXX6++++ 	.. 	..	 	** 	** 	** 	** 	** 	** 	**  	**!$ 	**%& 	**'* 	**+. 	**/0 	**1HRXX6.... 	11 	11	 	-- 	-- 	-- 	-- 	-- 	-- 	--  	--!$ 	--%& 	--'* 	--+. 	22/0 	221HR[[8 ----HRZZ ////HR[[ 0000HR\\ ----HRZZ ,,,,,,,,	HRXX 88&.rxx&8&<&<W&E7#&.rxx&8&<&<W&E7# %%%%%%%%%%%%%%%%%%%%%% HR^^ $$$$$$$$$$$$$$$$$$$$$$HR]] %%%%%%%%%%%%%%%%%%%%%% HR^^ ''''''''''''''''''''''HRYY %%%%%%%%%%%%%%%%%%%%HR]] %%%%%%%%%%%%%%%%%%%% HR^^ $R[[  
--"  R[[  
--"  R[[  
--"  RWW
..  RVV..3333 
 R[[  ..4433" 
 R[[  22222222	"  
yyBNN"""555588$
 	
 R^^##111144% 
 R__$$1111& 
 R__$$99&  RXX5577  R\\!!5577#  RWW5577  R]]""5577$  RZZ5577!  R%%5577'  RZZ1122!  RZZ1122!  RWW..//  RWW..// 
 R\\!!33# r
   )__doc__numpyrV   sysplatform
startswithrM  tuplemapint__version__splitr   r   r   r   r   r   r	   r
   r   <module>r     si     
 <<""7+c#r~~33C8!<=>	" Kr
   