+ ei5qc sRt^RIt^RIt^RIt^RIt^RIt^RIHt^RIH t ^RI H t H t H t Ht^RIt]P"P$R8Ht]P(R8XdRtMRtR tR tR t]P2!R 4t]P2!R 4t]P2!R4tR]/tRt!RR4tRt R] n!!RR4t"!RR4t#Rt$Rt%Rt&Rt'Rt(/RRbRRbR R bR!R!bR"R"bR#R#bR$R$bR%R%bR&R&bR'R'bR(R(bR)R)bR*R*bR+R+bR,R,bR-R-bR.R/bR0R1R2R3R4R5R6R7R8R8R9R:/Ct)R;PU])PW44t,/RRbRRbR R bR!R!bR"RbR%R?bR&R>bR'R?bR(R@bR)RAbR*RBbR+R+bR,R,bR.R/bR0R1bR4R5R6R7R8R8R9R:/Ct-R;PU]-PW44t.RCRDRERFRGRHRIRJ/t/!RKRL4t0RMt1RNt2ROt3RPt4RQt5RRt6RSt7RTt8RUt9RVt:RWt;]3RXltcs.pVP4Fwr4\V4p\V\4'dVR9d \ R4hV^8dV^,V8XdKO\ V^,4pV^8d \ R4h\ V^,VR7pV^8d V^,pMRpVPW7Wh34K VPRR7VU u.uF q^,NK p p VU u.uF q^,NK p p VU u.uF q^,NK p p VU u.uF q^,NK p p WW3#uup iuup iuup iuup i)zentry not a 2- or 3- tuplezinvalid offset.alignNcsV^,#)r)x&Z!_makenames_list..1s1)Zkey)r) itemslen isinstancetuple ValueErrorintrappendZsort)adictr Z allfieldsZfnameobjnnumformatZtitler namesformatsoffsetstitless&& r_makenames_listr"s6Ikkm  H#u%%&9: : q5SVu_ #a&k 7./ /s1vU+ q5FEE%45$ NN~N&$ %9aqTT9E %&'YttYG'&'YttYG'% &IqddIF & 7 ** &'' &sD72D< E Ec sVR,pVf\W4wr#rEM.p.p.pVFvpW,pVPV^,4VPV^,4\V4^8dVPV^,4KeVPR4Kx \ RVRVRVRV/V4# \dRpLi;i)Nrrr r!)ZKeyErrorr"rrr)rr rrr r!nameress&& r _usefieldsr'<sb  }*9%*G'D+C NN3q6 " NN3q6 "3x!| c!f% d# '5WWF$&+ ,,# s B44 CCcsJVPpVfVPpVfWVPf VP#VPP 4pV'dVPV3#VP#\ V^,4V^,3#VP pVUu.uFqQV,V3,NK pp.p^pVEFp V ^,V8d0V ^,V, p VPRRV 234W, pMV ^,V8d \R4h\V 4^8dV ^,V ^,3p M V ^,p V ^,P'd@V \ V ^,P^,4V ^,P^,3p MV \ V ^,43p W^,P, pVPV 4EK VPV8d*VPV, p VPRRV 234V#uupi)Nz|VzLdtype.descr is not defined for types with overlapping or out-of-order fields) fieldssubdtypeZmetadatastrcopy _array_descrrrrritemsize) Z descriptorr)r*Znewrr Zordered_fieldsresultoffsetZfieldrr%Ztups & rr-r-\s   F ~&&  ""*!~~% ))..0&NNC00%>>) !-x{; ;   E0561Qi1$&&N6 F F 8f (V#C MM2C5z* + MF 1X &' ' u:>!HeAh'D8D 8   eAh&7&7&:;8$$Q')CeAh/0C(### c' *V#!!F* rRu:&' M97s"H zw(?P[<>|=]?)(?P *[(]?[ ,0-9]*[)]? *)(?P[<>|=]?)(?P[A-Za-z0-9.?]*(?:\[[a-zA-Z0-9,.]+\])?)z\s*,\s*z\s+$=csL^p.pRpV\V48Ed\PWR7pVP4wrVrxTP4pT\T48d}\PYR7'd \T4pMT\PYR7pT'g%\ R\T4^,T3,4hTP4pRpTR 8XdTp MMTR 8XdTp MC\PYU4p\PYw4pYW8wd\ R T R T 24hTp T R R \39dR p Y,pTR 8XdTp MpT^,R8XdKTR,R8Xd=T^RP4R 8wd%RT9d\P!R\ ^R7T\"P$!T43p TP'T 4EKV'dV#V^,# \\ 3d%\ R\T4^, RT R24Rhi;i)F)Zposzformat number z of "z" is not recognizedNz*format number %d of "%s" is not recognizedTr(z&inconsistent byte-order specification z and Z|r1(),zPassing in a parenthesized single number for repeats is deprecated; pass either a single number or indicate a tuple with a comma, like "(2,)".Z stacklevelr$)r format_reZmatchZgroups TypeErrorZAttributeErrorrZendspace_resep_re _convorderget_nboZstripwarningswarnDeprecationWarningastZ literal_evalr) ZastrZ startindexr/ZislistZmoZorder1ZrepeatsZorder2rorderZnewitems & r _commastringrCsJ F F s4y __T_ 2 /1yy{ ,Vf VVX D !~~d~33 Y \\$\7$DVq$/011 VVX  R<E r\E^^F3F^^F3F  *  Vq 1tfa]tRt^toRtRtRtRtRtRt Vt R#) dummy_ctypecWnR#NZ_cls)selfcls&&r__init__Zdummy_ctype.__init__s rcsV#rFr rHZotherrJr__mul__Zdummy_ctype.__mul__s rcs$VPV4#rFrGrLs&*r__call__Zdummy_ctype.__call__syyrcs4VPVP8H#rFrGrLrJr__eq__Zdummy_ctype.__eq__yyEJJ&&rcs4VPVP8g#rFrGrLrJr__ne__Zdummy_ctype.__ne__rPrrGN) __name__ __module__ __qualname____firstlineno__rKrMrNrOrQ__static_attributes____classdictcell__Z __classdict__@rrDrDs# '''rrDcsf\PpVeV#\f^RIp\ VP 4pMm\ R4PpVR8Xd\PpM@VR8Xd\PpM(VR8Xd\PpM\PpV\nV#)Nrilq) _getintp_ctypecachectypesnumpyrDZintprcharZc_intZc_longZ c_longlong)ZvalZnpras rr]r]s   C   ~"''"Sz 3;,,C S[--C S[##C--CN Jrcs:a]tRt^toRt!RR4tRtVtR#)_missing_ctypescsVP#rFvalue)rHrr&&&rcastZ_missing_ctypes.casts yyrcs&a]tRtRtoRtRtVtR#)_missing_ctypes.c_void_picrErFrc)rHptrrJrrKZ!_missing_ctypes.c_void_p.__init__sJrrcN)rRrSrTrUrKrVrWrXrYrc_void_prgs  rrir N)rRrSrTrUrfrirVrWrXrYrrbrbsrrbcsa]tRtRtoRRltRtRtRt]R4t ]R4t ]R 4t ]R 4t R t R tR tRtRtVtR#)_ctypesiNcsVWn\'d-\VnVPPV4VnM?\ 4VnVPPV4VnWPnVPP^8Xd RVnR#RVnR#)r2TFN) _arrr_rjri_datarbZ_objectsndim_zerod)rHrrhrerrKZ_ctypes.__init__ss 6!DL..s3DJ+,DL..s3DJ"'JJ  99>>Q DKDKrc stVPPVPV4pVPVnV#)ad Return the data pointer cast to a particular c-types object. For example, calling ``self._as_parameter_`` is equivalent to ``self.data_as(ctypes.c_void_p)``. Perhaps you want to use the data as a pointer to a ctypes array of floating-point data: ``self.data_as(ctypes.POINTER(ctypes.c_double))``. The returned pointer will keep a reference to the array. )rjrfrlrk)rHrrh&& rdata_asZ_ctypes.data_ass.ll C099 rc VP'dR#WPP,!VPP!#)zp Return the shape tuple as an array of some other c-types type. For example: ``self.shape_as(ctypes.c_short)``. N)rnrkrmshaperHrrJrshape_asZ_ctypes.shape_as+s. ;;;iinn$tyy77rc rq)zw Return the strides tuple as an array of some other c-types type. For example: ``self.strides_as(ctypes.c_longlong)``. N)rnrkrmstridesrsrJr strides_asZ_ctypes.strides_as4s0 ;;;iinn$tyy'8'899rc s.VPP#)a A pointer to the memory area of the array as a Python integer. This memory area may contain data that is not aligned, or not in correct byte-order. The memory area may not even be writeable. The array flags and data-type of this array should be respected when passing this attribute to arbitrary C-code to avoid trouble that can include Python crashing. User Beware! The value of this attribute is exactly the same as: ``self._array_interface_['data'][0]``. Note that unlike ``data_as``, a reference won't be kept to the array: code like ``ctypes.c_void_p((a + b).ctypes.data)`` will result in a pointer to a deallocated array, and should be spelt ``(a + b).ctypes.data_as(ctypes.c_void_p)`` )rlrdrHr rdataZ _ctypes.data=s"zzrc 4VP\44#)aV (c_intp*self.ndim): A ctypes array of length self.ndim where the basetype is the C-integer corresponding to ``dtype('p')`` on this platform (see `~numpy.ctypeslib.c_intp`). This base-type could be `ctypes.c_int`, `ctypes.c_long`, or `ctypes.c_longlong` depending on the platform. The ctypes array contains the shape of the underlying array. )rtr]rwr rrrZ _ctypes.shapePs}}^-..rc ry)a: (c_intp*self.ndim): A ctypes array of length self.ndim where the basetype is the same as for the shape attribute. This ctypes array contains the strides information from the underlying array. This strides information is important for showing how many bytes must be jumped to get to the next element in the array. )rvr]rwr rruZ_ctypes.strides\s~/00rc s@VP\P4#)zM Overrides the ctypes semi-magic method Enables `c_func(some_array.ctypes)` )rpr_rirwr r_as_parameter_Z_ctypes._as_parameter_gs||FOO,,rc T\P!R\^R7VP#)zIDeprecated getter for the `_ctypes.data` property. .. deprecated:: 1.21 z,"get_data" is deprecated. Use "data" insteadr6)r>r?r@rxrwr rget_dataZ_ctypes.get_datars"  D(Q 8yyrc r{)zJDeprecated getter for the `_ctypes.shape` property. .. deprecated:: 1.21 z."get_shape" is deprecated. Use "shape" insteadr6)r>r?r@rrrwr r get_shapeZ_ctypes.get_shape{s"  F(Q 8zzrc r{)zLDeprecated getter for the `_ctypes.strides` property. .. deprecated:: 1.21 z2"get_strides" is deprecated. Use "strides" insteadr6)r>r?r@rurwr r get_stridesZ_ctypes.get_stridess"  J(Q 8||rc r{)zSDeprecated getter for the `_ctypes._as_parameter_` property. .. deprecated:: 1.21 z>"get_as_parameter" is deprecated. Use "_as_parameter_" insteadr6)r>r?r@rzrwr rget_as_parameterZ_ctypes.get_as_parameters&  L 1 """r)rkrjrlrnrF)rRrSrTrUrKrprtrvpropertyrxrrrurzr|r}r~rrVrWrXrYrrjrjs "&8:  $ / /11-- # #rrjcsVPp\V4p\V\4'dV.p\ 4p\V\\ 34'dHVF&pVP V4TPT4K( \ \V4V,4#\RV 24h \d&YT9d\RT 24Rh\RT 24Rhi;i)zZ Given a datatype and an order object, return a new names tuple, with the order indicated zduplicate field name: Nzunknown field name: zunsupported order value: ) rlistrr+ZsetrZremoverZadd)ZdatatyperBZoldnamesZ nameslistZseenr%&& r _newnamesrs ~~HXI% 5D%$''D N  & HHTNT%[9,-- 08 99 N<$'=dV%DE4O$';D6%BCM  Ns B,,0CcsVPpRVPRVPUu.uFq!PV,^,NK up/p\WRR7#uupi)zReturn copy of structured array with padding between fields removed. Parameters ---------- ary : ndarray Structured array from which to remove padding bytes Returns ------- ary_copy : ndarray Copy of ary with padding bytes removed rrT)rr,)rrr)r)ZaryZdtr%Z copy_dtype& r _copy_fieldsrsW B288RXXFXTiioa00XFHJ T 22Gs"A csVPe*VPeVPVP8wd'\RVP RVP R24hWJp.pVPFpVPV,pVPV,p\V^,V^,4pT;'d Wu^,JpVR,VR,8wd\RV R24h\ V4^8XdVP WG34KVP V^,V3V34K \ Y0P;'g VPR7pV'dlVPVP8XdQVPF>pVPV,^,VPV,^,8wgK<Vu# V#V#)aVPerform type promotion for two structured dtypes. Parameters ---------- dt1 : structured dtype First dtype. dt2 : structured dtype Second dtype. Returns ------- out : dtype The promoted dtype Notes ----- If one of the inputs is aligned, the result will be. The titles of both descriptors must match (point to the same field). z field names `z` and `z ` mismatch.:rNNzfield titles of field 'z ' mismatchr ) rrr)rrrrZisalignedstructr.) Zdt1Zdt2Z identicalZ new_fieldsr%Zfield1Zfield2Z new_descrr&s && r_promote_fieldsrs* SYY.399 3I! {'#))KHJ J IJ D!D!!&)VAY7 88)ay"8  ": #%-dV:>@ @ v;!    t/ 0   q 40)< =  "5"5"L"L9L9L MC S\\S\\1IIDzz$"cjj&6q&99  JrcsJVP'gVP'dV^8Xd W8XdR#VPeWVPFFpVPV,^,V8XgK$VPV,^,V8XgKER# \R4hR#)aChecks safety of getfield for object arrays. As in _view_is_safe, we need to check that memory containing objects is not reinterpreted as a non-object datatype and vice versa. Parameters ---------- oldtype : data-type Data type of the original ndarray. newtype : data-type Data type of the field being accessed by ndarray.getfield offset : int Offset of the field being accessed by ndarray.getfield Raises ------ TypeError If the field access is invalid Nz'Cannot get/set field of an object array) hasobjectrr)r8)oldtypenewtyper0r%s&&& r_getfield_is_safers*G--- Q;7-  == $ NN4(+v5t,Q/7:&ABB rcstW8XdR#VP'gVP'd \R4hR#)aEChecks safety of a view involving object arrays, for example when doing:: np.zeros(10, dtype=oldtype).view(newtype) Parameters ---------- oldtype : data-type Data type of original ndarray newtype : data-type Data type of the view Raises ------ TypeError If the new type is incompatible with the old type. Nz0Cannot change data-type for array of references.)rr8)rrrJr _view_is_safers3,G---JKK rZ?cZS1bZBZhZHrZZIr[ZLr\ZQZefZdZgZZfZFZZdZDZZgZGsZSZwZUZOr ZVr(Zi2Zu2Zi4Zu4Zi8Zu8Zf2Zuz UCS-2 stringsZ&ZpointersZtZ bitfieldsZXzfunction pointerscsNa]tRtRtoRtRtRtRt]R4t Rt Rt Vt R #) _Streamiwcs WnRVnR#)@N)r byteorder)rHrrJrrKZ_Stream.__init__xsrcsLVPRVpVPVRVnV#rFr)rHrr&roradvanceZ_Stream.advance|s'ffRaj rcsxVPR\V4V8XdVP\V44R#R#)NTF)rrr)rHrrJrconsumeZ_Stream.consumes. 66'3q6?a  LLQ rcsb\V4'dX^pV\VP48d+V!VPV,4'g V^,pKDVPV4#VPP V4pVPV4pVP\V44V#r2)ZcallablerrrZindex)rHrrZr&s&& r consume_untilZ_Stream.consume_untilsy A;;Ac$&&k/!DFF1I,,E<<? " QA,,q/C LLQ Jrcs(VP^,#rrrwr rnextZ _Stream.nextsvvayrcs,\VP4#rF)Zboolrrwr r__bool__Z_Stream.__bool__sDFF|r)rrN) rRrSrTrUrKrrrrrrrVrWrXrYrrrws7  rrcs:\V4p\VRR7wr#V#)F is_subdtype)r__dtype_from_pep3118)Zspecstreamrr rr_dtype_from_pep3118rs T]F'EBLE LrcsR.R.R.R^/p^p^pRpV'EdRpVPR4'dEMxRpVPR4'd:VPR4p\\\VP R 444pVP R9d!VP^4pVR8XdR pWnVPR9d\p \p M \p \p VPR4p V 'd \ V 4p M^p RpVPR4'd\VRR7wrmEMVP V 9dVP R8XdVP^4pMVP^4pVR8HpW,pVR9dVRV ,, p^p R R R R /PVPVP4p\VV,4pVP p MbVP \"9d5\"VP ,p\%RVP : RV R24h\'RVP(: 24h^pVPR 8XdkV)V ,pVP*)V ,pVV, pV^8wd2V ^8gVe\-V4^8d\/VV4pM VV, p\1W4pV ^8wd\Wl334pVe \Wg34pVPR4'dVPR4pMRpV'dVejVeVVR,9d\3RV R24hVR,P5V4VR,P5V4VR,P5V4W6P*, pVV, pW2R&EKVPR 8XdVR;;,V)V,, uu&VR,R.8XdXVR,^,^8XdCVR,VR,^,P*8XdV'gVR,^,pVV3#\7V4\V4pVV3#)rrr r.FNZ}r3r4r5rr1r^!cs,VP4'*#rF)Zisdigit)rr rrZ&__dtype_from_pep3118..s !))+orzT{TrZZr ZUSVz%dz#Unrepresentable PEP 3118 data type z (z%Unknown PEP 3118 data type specifier Z:zDuplicate field name 'z' in PEP3118 format)rr1rrrr)rr)rrrZmaprZsplitrrr_pep3118_native_map_pep3118_native_typechars_pep3118_standard_map_pep3118_standard_typecharsrr<rZ alignment_pep3118_unsupported_mapZNotImplementedErrorrrr._prod_add_trailing_padding_lcmZ RuntimeErrorr _fix_names)rr field_specr0Zcommon_alignmentZ is_paddingrdrrrZtype_mapZtype_map_charsZ itemsize_strr.r ZtypecharZ dtypecharZnumpy_byteorderZdescZ extra_offsetZ start_paddingZ intra_paddingr%Zrets&& rrrs722A J FJ & >>#    >>#  ((-E#c5;;s#345E ;;8 8q)IC (    z )*H6N,H8N++,EF <(HH >>$  /D*LE5 [[N *{{c!!>>!,!>>!,"c/J *IE!TH_, "Cc266  &"2"24O/I56EOOE [[4 4+FKK8D%5fkk_BtfANP P7|D    s "$W-M#nn_5M m #F!a>#  '',DDt|DJw,?$?",TF2EF w  & &t , y ! ( ( / y ! ( ( 0.. ,!':3:F7.>">> 7v%9%a(A-:&*Y*?*B*K*KK#A&   :J   rcsVR,p\V4F)wr#VeK ^pRV 2pW19dM V^,pKW1V&K+ R#)z;Replace names which are None with the next unused f%d name rNr)Z enumerate)rrrZr%Zjs& rrr3sR w EU#    qc7D AAa$rc snVPfRR.RV.R^.RVP/pMfVPpVPpRTRVUu.uFqSV,^,NK upRVUu.uFqSV,^,NK upRVP/pVR;;,V, uu&\V4#uupiuupi)zBInject the specified number of padding bytes at the end of a dtyperZf0rr r.)r)r.rr)rdZpaddingrr)rr%rrrrBs || dV w s     U E:EDt QE: E:EDt QE:   zg%   ;:s B- %B2cs,^pVF pW,pK V#)r#r )aZpr s& rrrXs A   Hrcs\P!V4'd\P!V4'g\RV RV R24hV'd YV,rKV#)z0Calculate the greatest common divisor of a and bzBCan only find greatest common divisor of finite arguments, found "z" and "Z")mathZisfiniterrrrJr_gcdr^sW MM!  q!1!1556CwqcDE E a%1 Hrcs4V\W4,V,#rF)rrrJrrrgs Q ?Q rc s:RPVUu.uFqU: NK upVP4UUu.uF wrgV RV: 2NK upp,4pW4PRR4,p RPRV 44p RV: RV: RV RV 2#uupiuuppi)Z/array_ufunc_errmsg_formatter..ps"F#T$s)"4"455s+-zAoperand type(s) all returned NotImplemented from __array_ufunc__(z): r )joinrr<) ZdummyufuncZmethodZinputskwargsrZkZvZ args_stringZargsZ types_strings &&&*, rarray_ufunc_errmsg_formatterrjs))6:6CwZ6:)/9)7!"s!A5\)799:K JJub) )D99FFFL $ir&2k]#l^ U ;9s BB csZVP RVP 2pRV R\V4 2#)rZ.zno implementation found for 'z.' on types that implement __array_function__: )rSrRr)Z public_apiZtypesZ func_namerorarray_function_errmsg_formatterrvs?(():+>+>*?@I+I;7##';- 12rcsVP^8XdRpM+RPR\VP444pVP^8XdRpMjVP^8XdRpMVRP RPR\VP444\ RVP,4R7pR pVP fR V R 2pM VR , pVP R V V RV R2#)zn Builds a signature string which resembles PEP 457 This is used to construct the first line of the docstring r rc3:"TFpRV^, 2xK R#5i)r Nr rrZrrr1_ufunc_doc_signature_formatter..sB1AAaAwK1Az , /, out=()z , /, out=Nonez%[, {positional}], / [, out={default}]c3r)rNr rrrrrs!:'8!#a!eW '8r)Z positionalZdefaultz8, casting='same_kind', order='K', dtype=None, subok=Truez , where=Truez [, signature]z[, signature, axes, axis]r3z, *r4rF)ZninrZrangeZnoutrrZ signaturerR)rZin_argsZout_argsrrr_ufunc_doc_signature_formatterr}s yyA~))Buyy1ABB zzQ  q":AAyy!:',UZZ'8!::5::-.B    x}5--nn QwizVHA >>rcs\'dVPR,pMVPR,pRVP9# \dR#i;i)rrjFii)IS_PYPYZ__mro__rSZ Exception)rIZ ctype_baserrnpy_ctypes_checkrsM  7RJRJJ1111 s A5A AAcsFV\Jd \VR7#\WR7#))coercerZ na_object)rrrrJr_convert_to_stringdtype_kwargsrs H&)) f ::r)=Z__doc__rArZreZsysr>r`rZnumpy.exceptionsrZ multiarrayrrrrr_Z ImportErrorZimplementationr%rrr=r"r'r-Zcompiler7r:r9r;rCrDr]r^rbrjrrrrrrrZkeysrrrrrrrrrrrrrrrrrr rrrs  0@@    ! !V +==H D D+<,@-d JJK L  J  ::g 4[ 8+t''"*P#P#f:.3$6r @ B      !" ##$ ##/2GG$7$<$<$>?       #!" ##$+.!gg&;&@&@&BC  !!H Q!f ,   2(?V&6>;O FsG G*)G*