ó î&]\c @s9dZddlmZddlmZddlZejjejje ƒƒZ idd6dd6d d 6d d 6d d6dd6dd6Z idd6dd6dd 6dd 6dd6dd6dd6dd6dd6dd6dd6dd 6d!d"6d#d$6d%d&6Z d'„Z d(Zi dd6dd6dd6dd6dd6dd6dd 6d!d"6d#d$6d%d&6Zd)„Zd*„Zd+Zd,„Zd-Zd.„Zd/Zd0„Zd1Zd2„Zd3Zd4„Zd5Zd6Zd7„Zd8Zd9„Zd:Z d;„Z!d<Z"i d=d>6d?d@6dAdB6d=dC6d=d 6d=dD6d=dE6d=dF6d=dG6Z#idHdI6dHdJ6Z$id=dB6Z%ee&dKe$dLe%dMe%dNe$dOe$ƒZ'dP„Z(dQ„Z)dR„Z*dS„Z+dT„Z,dUZ-dV„Z.dWZ/dX„Z0dYZ1dZZ2d[Z3d\Z4d]„Z5d^„Z6d_„Z7d`„Z8dadbdcdddedfdgdhdi„Z9e:djkr5e9ƒndS(ksù Code generator script to make the Cython BLAS and LAPACK wrappers from the files "cython_blas_signatures.txt" and "cython_lapack_signatures.txt" which contain the signatures for all the BLAS/LAPACK routines that should be included in the wrappers. iÿÿÿÿ(t defaultdict(t itemgetterNtintegertinttcomplextcsdouble precisiontdtrealtss complex*16tzt charactertchartlogicaltbintt npy_complex64tdoubletfloattnpy_complex128t _cselect1tcselect1t _cselect2tcselect2t _dselect2tdselect2t _dselect3tdselect3t _sselect2tsselect2t _sselect3tsselect3t _zselect1tzselect1t _zselect2tzselect2cCs/tg|jdƒD]}|jdƒ^qŒS(Ns, s *(tziptsplit(targstarg((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytarg_names_and_types'ssô cdef extern from "{header_name}": void _fortran_{name} "F_FUNC({name}wrp, {upname}WRP)"({ret_type} *out, {fort_args}) nogil cdef {ret_type} {name}({args}) nogil: cdef {ret_type} out _fortran_{name}(&out, {argnames}) return out c Cs|d krd j|ƒSd S(NRRRRRRRRRR s<{0}*>t( RRRRRRRRRR (tformat(R%((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyt arg_casts;s   c CsÁt|ƒ\}}||kr¿g|D]"}||kr=|n|d^q%}g|D]"}|dkrl|n|d^qT}djgt||ƒD]!\}}dj||gƒ^q’ƒ}ng|D]}tj||ƒ^qÆ}djgt||ƒD]!\}}dj||gƒ^qúƒ}gt||ƒD]\}}t|ƒ|^q4}dj|ƒ}t|} |jddƒ}tj d|d|j ƒd |d |d |d | d |d|ƒS(Nt_tlambdatins, s *tlambda_tnametupnameR$t fort_argstret_typet c_ret_typetargnamest header_name(R+R,( R&tjoinR"t npy_typestgetR)tc_typestreplacetpyx_func_templateR(tupper( R.R1R$R4targtypesR3tnttR0R2((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyt pyx_decl_funcCs$ /, :% 72 !  s¨cdef extern from "{header_name}": void _fortran_{name} "F_FUNC({name},{upname})"({fort_args}) nogil cdef void {name}({args}) nogil: _fortran_{name}({argnames}) c Cs9t|ƒ\}}g|D]}tj||ƒ^q}g|D]"}|dkrV|n|d^q>}djgt||ƒD]!\}}dj||gƒ^q|ƒ}gt||ƒD]\}}t|ƒ|^q¶}dj|ƒ}|jddƒjdd ƒ}tjd |d |j ƒd |d |d|d|ƒS(NR+R,R*s, s *s*lambda,s *lambda_,s*in,s*in_,R.R/R$R0R3R4(R+R,( R&R6R7R5R"R)R9tpyx_sub_templateR(R;(R.R$R4R<R3R>R=R0((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyt pyx_decl_subcs%/ 72 s®# cython: boundscheck = False # cython: wraparound = False # cython: cdivision = True """ BLAS Functions for Cython ========================= Usable from Cython via:: cimport scipy.linalg.cython_blas These wrappers do not check for alignment of arrays. Alignment should be checked before these wrappers are used. Raw function pointers (Fortran-style pointer arguments): - {} """ # Within scipy, these wrappers can be used via relative or absolute cimport. # Examples: # from ..linalg cimport cython_blas # from scipy.linalg cimport cython_blas # cimport scipy.linalg.cython_blas as cython_blas # cimport ..linalg.cython_blas as cython_blas # Within scipy, if BLAS functions are needed in C/C++/Fortran, # these wrappers should not be used. # The original libraries should be linked directly. from __future__ import absolute_import cdef extern from "fortran_defs.h": pass from numpy cimport npy_complex64, npy_complex128 cCs3g|D]}|d^q}tjdj|ƒƒS(Nis - (tblas_pyx_preambleR(R5(tall_sigstsigtnames((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytmake_blas_pyx_preambleœssJ""" LAPACK functions for Cython =========================== Usable from Cython via:: cimport scipy.linalg.cython_lapack This module provides Cython-level wrappers for all primary routines included in LAPACK 3.4.0 except for ``zcgesv`` since its interface is not consistent from LAPACK 3.4.0 to 3.6.0. It also provides some of the fixed-api auxiliary routines. These wrappers do not check for alignment of arrays. Alignment should be checked before these wrappers are used. Raw function pointers (Fortran-style pointer arguments): - {} """ # Within scipy, these wrappers can be used via relative or absolute cimport. # Examples: # from ..linalg cimport cython_lapack # from scipy.linalg cimport cython_lapack # cimport scipy.linalg.cython_lapack as cython_lapack # cimport ..linalg.cython_lapack as cython_lapack # Within scipy, if LAPACK functions are needed in C/C++/Fortran, # these wrappers should not be used. # The original libraries should be linked directly. from __future__ import absolute_import cdef extern from "fortran_defs.h": pass from numpy cimport npy_complex64, npy_complex128 cdef extern from "_lapack_subroutines.h": # Function pointer type declarations for # gees and gges families of functions. ctypedef bint _cselect1(npy_complex64*) ctypedef bint _cselect2(npy_complex64*, npy_complex64*) ctypedef bint _dselect2(d*, d*) ctypedef bint _dselect3(d*, d*, d*) ctypedef bint _sselect2(s*, s*) ctypedef bint _sselect3(s*, s*, s*) ctypedef bint _zselect1(npy_complex128*) ctypedef bint _zselect2(npy_complex128*, npy_complex128*) cCs3g|D]}|d^q}tjdj|ƒƒS(Nis - (tlapack_pyx_preambleR(R5(RCRDRE((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytmake_lapack_pyx_preambleÙssæ # Python-accessible wrappers for testing: cdef inline bint _is_contiguous(double[:,:] a, int axis) nogil: return (a.strides[axis] == sizeof(a[0,0]) or a.shape[axis] == 1) cpdef float complex _test_cdotc(float complex[:] cx, float complex[:] cy) nogil: cdef: int n = cx.shape[0] int incx = cx.strides[0] // sizeof(cx[0]) int incy = cy.strides[0] // sizeof(cy[0]) return cdotc(&n, &cx[0], &incx, &cy[0], &incy) cpdef float complex _test_cdotu(float complex[:] cx, float complex[:] cy) nogil: cdef: int n = cx.shape[0] int incx = cx.strides[0] // sizeof(cx[0]) int incy = cy.strides[0] // sizeof(cy[0]) return cdotu(&n, &cx[0], &incx, &cy[0], &incy) cpdef double _test_dasum(double[:] dx) nogil: cdef: int n = dx.shape[0] int incx = dx.strides[0] // sizeof(dx[0]) return dasum(&n, &dx[0], &incx) cpdef double _test_ddot(double[:] dx, double[:] dy) nogil: cdef: int n = dx.shape[0] int incx = dx.strides[0] // sizeof(dx[0]) int incy = dy.strides[0] // sizeof(dy[0]) return ddot(&n, &dx[0], &incx, &dy[0], &incy) cpdef int _test_dgemm(double alpha, double[:,:] a, double[:,:] b, double beta, double[:,:] c) nogil except -1: cdef: char *transa char *transb int m, n, k, lda, ldb, ldc double *a0=&a[0,0] double *b0=&b[0,0] double *c0=&c[0,0] # In the case that c is C contiguous, swap a and b and # swap whether or not each of them is transposed. # This can be done because a.dot(b) = b.T.dot(a.T).T. if _is_contiguous(c, 1): if _is_contiguous(a, 1): transb = 'n' ldb = (&a[1,0]) - a0 if a.shape[0] > 1 else 1 elif _is_contiguous(a, 0): transb = 't' ldb = (&a[0,1]) - a0 if a.shape[1] > 1 else 1 else: with gil: raise ValueError("Input 'a' is neither C nor Fortran contiguous.") if _is_contiguous(b, 1): transa = 'n' lda = (&b[1,0]) - b0 if b.shape[0] > 1 else 1 elif _is_contiguous(b, 0): transa = 't' lda = (&b[0,1]) - b0 if b.shape[1] > 1 else 1 else: with gil: raise ValueError("Input 'b' is neither C nor Fortran contiguous.") k = b.shape[0] if k != a.shape[1]: with gil: raise ValueError("Shape mismatch in input arrays.") m = b.shape[1] n = a.shape[0] if n != c.shape[0] or m != c.shape[1]: with gil: raise ValueError("Output array does not have the correct shape.") ldc = (&c[1,0]) - c0 if c.shape[0] > 1 else 1 dgemm(transa, transb, &m, &n, &k, &alpha, b0, &lda, a0, &ldb, &beta, c0, &ldc) elif _is_contiguous(c, 0): if _is_contiguous(a, 1): transa = 't' lda = (&a[1,0]) - a0 if a.shape[0] > 1 else 1 elif _is_contiguous(a, 0): transa = 'n' lda = (&a[0,1]) - a0 if a.shape[1] > 1 else 1 else: with gil: raise ValueError("Input 'a' is neither C nor Fortran contiguous.") if _is_contiguous(b, 1): transb = 't' ldb = (&b[1,0]) - b0 if b.shape[0] > 1 else 1 elif _is_contiguous(b, 0): transb = 'n' ldb = (&b[0,1]) - b0 if b.shape[1] > 1 else 1 else: with gil: raise ValueError("Input 'b' is neither C nor Fortran contiguous.") m = a.shape[0] k = a.shape[1] if k != b.shape[0]: with gil: raise ValueError("Shape mismatch in input arrays.") n = b.shape[1] if m != c.shape[0] or n != c.shape[1]: with gil: raise ValueError("Output array does not have the correct shape.") ldc = (&c[0,1]) - c0 if c.shape[1] > 1 else 1 dgemm(transa, transb, &m, &n, &k, &alpha, a0, &lda, b0, &ldb, &beta, c0, &ldc) else: with gil: raise ValueError("Input 'c' is neither C nor Fortran contiguous.") return 0 cpdef double _test_dnrm2(double[:] x) nogil: cdef: int n = x.shape[0] int incx = x.strides[0] // sizeof(x[0]) return dnrm2(&n, &x[0], &incx) cpdef double _test_dzasum(double complex[:] zx) nogil: cdef: int n = zx.shape[0] int incx = zx.strides[0] // sizeof(zx[0]) return dzasum(&n, &zx[0], &incx) cpdef double _test_dznrm2(double complex[:] x) nogil: cdef: int n = x.shape[0] int incx = x.strides[0] // sizeof(x[0]) return dznrm2(&n, &x[0], &incx) cpdef int _test_icamax(float complex[:] cx) nogil: cdef: int n = cx.shape[0] int incx = cx.strides[0] // sizeof(cx[0]) return icamax(&n, &cx[0], &incx) cpdef int _test_idamax(double[:] dx) nogil: cdef: int n = dx.shape[0] int incx = dx.strides[0] // sizeof(dx[0]) return idamax(&n, &dx[0], &incx) cpdef int _test_isamax(float[:] sx) nogil: cdef: int n = sx.shape[0] int incx = sx.strides[0] // sizeof(sx[0]) return isamax(&n, &sx[0], &incx) cpdef int _test_izamax(double complex[:] zx) nogil: cdef: int n = zx.shape[0] int incx = zx.strides[0] // sizeof(zx[0]) return izamax(&n, &zx[0], &incx) cpdef float _test_sasum(float[:] sx) nogil: cdef: int n = sx.shape[0] int incx = sx.shape[0] // sizeof(sx[0]) return sasum(&n, &sx[0], &incx) cpdef float _test_scasum(float complex[:] cx) nogil: cdef: int n = cx.shape[0] int incx = cx.strides[0] // sizeof(cx[0]) return scasum(&n, &cx[0], &incx) cpdef float _test_scnrm2(float complex[:] x) nogil: cdef: int n = x.shape[0] int incx = x.strides[0] // sizeof(x[0]) return scnrm2(&n, &x[0], &incx) cpdef float _test_sdot(float[:] sx, float[:] sy) nogil: cdef: int n = sx.shape[0] int incx = sx.strides[0] // sizeof(sx[0]) int incy = sy.strides[0] // sizeof(sy[0]) return sdot(&n, &sx[0], &incx, &sy[0], &incy) cpdef float _test_snrm2(float[:] x) nogil: cdef: int n = x.shape[0] int incx = x.shape[0] // sizeof(x[0]) return snrm2(&n, &x[0], &incx) cpdef double complex _test_zdotc(double complex[:] zx, double complex[:] zy) nogil: cdef: int n = zx.shape[0] int incx = zx.strides[0] // sizeof(zx[0]) int incy = zy.strides[0] // sizeof(zy[0]) return zdotc(&n, &zx[0], &incx, &zy[0], &incy) cpdef double complex _test_zdotu(double complex[:] zx, double complex[:] zy) nogil: cdef: int n = zx.shape[0] int incx = zx.strides[0] // sizeof(zx[0]) int incy = zy.strides[0] // sizeof(zy[0]) return zdotu(&n, &zx[0], &incx, &zy[0], &incy) csXdj‡fd†|Dƒƒ}ddj‡fd†|Dƒƒ}t|ƒ||tS(Ns c3s"|]}t|ˆfŒVqdS(N(R?(t.0R(R4(s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys ©sc3s/|]%}t|ddd…ˆfŒVqdS(Ni(RA(RIR(R4(s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys ªs(R5RFtblas_py_wrappers(t func_sigstsub_sigsRCR4tfuncstsubs((R4s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytgenerate_blas_pyx¨ssž # Python accessible wrappers for testing: def _test_dlamch(cmach): # This conversion is necessary to handle Python 3 strings. cmach_bytes = bytes(cmach) # Now that it is a bytes representation, a non-temporary variable # must be passed as a part of the function call. cdef char* cmach_char = cmach_bytes return dlamch(cmach_char) def _test_slamch(cmach): # This conversion is necessary to handle Python 3 strings. cmach_bytes = bytes(cmach) # Now that it is a bytes representation, a non-temporary variable # must be passed as a part of the function call. cdef char* cmach_char = cmach_bytes return slamch(cmach_char) cs^dj‡fd†|Dƒƒ}ddj‡fd†|Dƒƒ}t|ƒ}|||tS(Ns c3s"|]}t|ˆfŒVqdS(N(R?(RIR(R4(s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys Æsc3s/|]%}t|ddd…ˆfŒVqdS(Ni(RA(RIR(R4(s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys Çs(R5RHtlapack_py_wrappers(RKRLRCR4RMRNtpreamble((R4s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytgenerate_lapack_pyxÅs  sCctypedef {ret_type} {name}_t({args}) nogil cdef {name}_t *{name}_f s%cdef {ret_type} {name}({args}) nogil cCs:|jddƒjddƒ}tjd|d|d|ƒS(NR+R-s*in,s*in_,R.R1R$(R9t pxd_templateR((R.R1R$((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytpxd_declÔssö# Within scipy, these wrappers can be used via relative or absolute cimport. # Examples: # from ..linalg cimport cython_blas # from scipy.linalg cimport cython_blas # cimport scipy.linalg.cython_blas as cython_blas # cimport ..linalg.cython_blas as cython_blas # Within scipy, if BLAS functions are needed in C/C++/Fortran, # these wrappers should not be used. # The original libraries should be linked directly. ctypedef float s ctypedef double d ctypedef float complex c ctypedef double complex z cCs!djd„|Dƒƒ}t|S(Ns css|]}t|ŒVqdS(N(RT(RIRD((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys ís(R5tblas_pxd_preamble(RCtbody((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytgenerate_blas_pxdìssM# Within scipy, these wrappers can be used via relative or absolute cimport. # Examples: # from ..linalg cimport cython_lapack # from scipy.linalg cimport cython_lapack # cimport scipy.linalg.cython_lapack as cython_lapack # cimport ..linalg.cython_lapack as cython_lapack # Within scipy, if LAPACK functions are needed in C/C++/Fortran, # these wrappers should not be used. # The original libraries should be linked directly. ctypedef float s ctypedef double d ctypedef float complex c ctypedef double complex z # Function pointer type declarations for # gees and gges families of functions. ctypedef bint cselect1(c*) ctypedef bint cselect2(c*, c*) ctypedef bint dselect2(d*, d*) ctypedef bint dselect3(d*, d*, d*) ctypedef bint sselect2(s*, s*) ctypedef bint sselect3(s*, s*, s*) ctypedef bint zselect1(z*) ctypedef bint zselect2(z*, z*) cCstdjd„|DƒƒS(Ns css|]}t|ŒVqdS(N(RT(RIRD((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys s(tlapack_pxd_preambleR5(RC((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytgenerate_lapack_pxdssò subroutine {name}wrp( + ret, + {argnames} + ) external {wrapper} {ret_type} {wrapper} {ret_type} ret {argdecls} ret = {wrapper}( + {argnames} + ) end s(*)tworks(ldab,*)tabs(lda,*)tatdltdutaptetlldR'txtytladivtlanhftlansftlapy2tlapy3cCsed|kr|St|d}d|ks6d|krK|j|dƒ}n|j|dƒ}||S(NtinciRbRcs(n)R'(t special_casesR7(R.tfuncnametspecialtsuffix((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytprocess_fortran_name.s cCs0ddddddg}||kr,d|S|S(Ntcdotctcdotutzdotctzdotutcladivtzladivtw((R.tincluded((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyt called_name9s c Cst|ƒ}t|ƒ\}}dj|ƒ}g|D]}t||ƒ^q4}djd„t||ƒDƒƒ}tjd|d|d|d|dt|ƒS( Ns , + s css+|]!\}}djt||ƒVqdS(s{0} {1}N(R(t fortran_types(RIR=R>((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys FsR.twrapperR3targdeclsR1(RwR&R5RnR"tfortran_templateR(Rx( R.R1R$RyttypesRER3R=Rz((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytfort_subroutine_wrapper@s "  cCsdjd„|DƒƒS(Ns css|]}t|ŒVqdS(N(R}(RIRD((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys Ns(R5(RK((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytgenerate_fortranMscCsOt|ƒ\}}g|D]}t|^q}djd„t||ƒDƒƒS(Ns, css'|]\}}dj||ƒVqdS(s{0} *{1}N(R((RIR>R=((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys Ts(R&R8R5R"(R$R|RER%((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyt make_c_argsQssAvoid F_FUNC({name}wrp, {upname}WRP)({return_type} *ret, {args}); c Cs>t|ƒ}t|}tjd|d|jƒd|d|ƒS(NR.R/t return_typeR$(RR8tc_func_templateR(R;(R.R€R$((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyt c_func_decl[s  s&void F_FUNC({name},{upname})({args}); cCs.t|ƒ}tjd|d|jƒd|ƒS(NR.R/R$(Rtc_sub_templateR(R;(R.R€R$((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyt c_sub_decles s•#ifndef SCIPY_LINALG_{lib}_FORTRAN_WRAPPERS_H #define SCIPY_LINALG_{lib}_FORTRAN_WRAPPERS_H #include "fortran_defs.h" #include "numpy/arrayobject.h" s‰ typedef int (*_cselect1)(npy_complex64*); typedef int (*_cselect2)(npy_complex64*, npy_complex64*); typedef int (*_dselect2)(double*, double*); typedef int (*_dselect3)(double*, double*, double*); typedef int (*_sselect2)(float*, float*); typedef int (*_sselect3)(float*, float*, float*); typedef int (*_zselect1)(npy_complex128*); typedef int (*_zselect2)(npy_complex128*, npy_complex128*); s) #ifdef __cplusplus extern "C" { #endif s$ #ifdef __cplusplus } #endif #endif cCs‰djd„|Dƒƒ}ddjd„|Dƒƒ}|dkr[tjd|ƒt}ntjd|ƒ}dj|t||tgƒS(NR'css|]}t|ŒVqdS(N(R‚(RIRD((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys ‹ss css|]}t|ŒVqdS(N(R„(RIRD((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys ŒstLAPACKtlib(R5t c_preambleR(t lapack_declst cpp_guardtc_end(RKRLRCtlib_nameRMRNRQ((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytgenerate_c_headerŠs  cCs;|d jdƒ\}}|jdƒ\}}|||fS(Niÿÿÿÿt(t (R#(RDt name_and_typeR$R1R.((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytsplit_signature”scCsÚgttj|ƒD]"}|r|jdƒ r|^q}g|D]+}|jdƒddkrBt|ƒ^qB}g|D]+}|jdƒddkrzt|ƒ^qz}tt||dtdƒƒƒ}|||fS(Nt#RŽitvoidtkey( tmaptstrtstript startswithR#RtlisttsortedR(tlinestlineRKRLRC((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyt filter_linesšs" + +"cs-ddlm‰t‡‡fd†|DƒƒS(Niÿÿÿÿ(tnewerc3s=|]3}ˆD]&}tjj|ƒo1ˆ||ƒVq qdS(N(tostpathtexists(RItdsttsrc(Rt src_files(s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pys §s(tdistutils.dep_utilRtall(R£t dst_files((RR£s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyt all_newer¥sscython_blas_signatures.txtscython_lapack_signatures.txtt cython_blast cython_lapacks_blas_subroutine_wrappers.fs_lapack_subroutine_wrappers.fs_blas_subroutines.hs_lapack_subroutines.hcCsŒtjjtƒ||f}|d|d|||d|d||f} tjtƒt|| ƒrndGHdSddg} djg| D]} d| jƒd^q‡ƒd } djg| D]} d | ^q»ƒd } djg| D]} d | ^qåƒd }t |d ƒ}|j ƒ}WdQXt |ƒ}t ||fŒ}t |dd ƒ!}|j | ƒ|j |ƒWdQXt|dƒ}t |dd ƒ!}|j | ƒ|j |ƒWdQXt|dƒ}t |d ƒ!}|j |ƒ|j |ƒWdQXt|dŒ}t |d ƒ!}|j | ƒ|j |ƒWdQXt |d ƒ}|j ƒ}WdQXt |ƒ}t||fŒ}t |dd ƒ!}|j | ƒ|j |ƒWdQXt|dƒ}t |dd ƒ!}|j | ƒ|j |ƒWdQXt|dƒ}t |d ƒ!}|j |ƒ|j |ƒWdQXt|dŒ}t |d ƒ!}|j | ƒ|j |ƒWdQXdS(Ns.pyxs.pxds3scipy/linalg/_generate_pyx.py: all files up-to-dates-This file was generated by _generate_pyx.py. s Do not edit this file directly. R's/* s */ s s# sc trRuiitBLASR…(R«(R…(RžRŸtabspatht__file__tchdirtBASE_DIRR§R5trstriptopent readlinesRœROtwriteRWR~RŒRRRY(tblas_signature_filetlapack_signature_filet blas_namet lapack_nametblas_fortran_nametlapack_fortran_nametblas_header_nametlapack_header_nameR£R¦tcommentsR›tccommentt pyxcommenttfcommenttft blas_sigstblas_pyxtblas_pxdt blas_fortrant blas_c_headert lapack_sigst lapack_pyxt lapack_pxdtlapack_fortrantlapack_c_header((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pytmake_all«sv      +**          t__main__(;t__doc__t collectionsRtoperatorRRžRŸR¬tdirnameR­R¯RxR8R&R:R6R)R?R@RARBRFRGRHRJRORPRRRSRTRURWRXRYR{tdimstxy_specialized_dimsta_specialized_dimstdictRjRnRwR}R~RRR‚RƒR„R‡RˆR‰RŠRŒRRœR§RËt__name__(((s9lib/python2.7/site-packages/scipy/linalg/_generate_pyx.pyts´         6 : Ì     &            B