Mpj8L^SrSSKrSSKrSSKrSSKrSSKrSSKrSSKr SSK J r SSKJr S\R "S5-S:Hr\R$"5S;r\ "\R(5r\ "\R,5r\ "\R(5r\ "\R,5r\R4R6\R4R8/r\R4R<\R4R>/r \R4RB\R4RD/r#\R4RH\R4RJ/r&\R4RN\R4RP/r)\R4RT\R4RV/r,\R4RZ\R4R\/r/SS K0J1r1 S r2S r3S0S jr4\\ "S5:r5\\ "S5:r6\\ "S5:a!\R4RnRpr9OSr9\\ "S5:aSr:Sr;OSrSr:Sr;\\ "S5:a SSK?J@r@JArA OSSKJ@r@JArA SrBSrCS1SjrD\\ "S5:aSSKEJFrF OSSKGJFrF S rHS!rIS"rJ\5(d9\R4RrL\R4RrNS#S$SSSSS%.S&jrOO!S2S\PSS'.S(jjrLSSSSS).S*jrNS#S$SSSSS%.S+jrOS,rQ\RS-4S.jrS/S/QrTg!\ a Sr GNf=f!\ a S r2GNNf=f)3zCompatibility fixes for older version of the dependencies If you add content to this file, please give the version of the package at which the fix is no longer needed. N)parse)_get_threadpool_controllerP )wasm32wasm64)sparrayTFc X:g$N)Xs O/var/www/html/pdf-tiff/venv/lib/python3.13/site-packages/sklearn/utils/fixes.py_object_dtype_isnanr5s 6Mc[RRXSS9n[[ S5:aUc[ R "U5nU$)NT)axiskeepdimsz1.10.999)scipystatsmode sp_version parse_versionnpravel)arrs r_moder:sA ;;  A4  8D]:.. <88D>D Krz1.12.0z1.15.0c SU;aURS5US'SU;aSUS'[RRR"X40UD6$)Nrtoltolatollegacy)poprsparselinalgcg)Abkwargss r_sparse_linalg_cgr*SsM V "JJv.F5M  %F6N||""%%a5f55rz1.11.0cURUS9nURUS9nUb<UR5R5nUR5R5nX#4$N)r)minmaxtoarrayrrrthe_minthe_maxs r_sparse_min_maxr3`s[%%T%"%%T%"  oo'--/Goo'--/GrcURUS9nURUS9nUb<UR5R5nUR5R5nX#4$r,)nanminnanmaxr/rr0s r_sparse_nan_min_maxr7js[(((%(((%  oo'--/Goo'--/Grc8[R"[R"UR55n[ U5"UR UR UR4URS9nURUR URU5nX#4$)N)shape) r flatnonzerodiffindptrtypedataindicesr9reduceat)rufunc major_indexvalues r _minor_reducerDwslnnRWWQXX%67 GQVVQYY1 Aqvvqxx '<=!!rc ,URUnUS:Xa [S5eURSU- nUS:XaUR5OUR5nUR 5 [ XR5upg[ R"UR5UU:nU"XxS5Xx'US:gn [ R"X5n[ R"X5nUS:XaM[RRU[ R"[U55U44URSU4S9n OK[RRXv[ R"[U5544URUS4S9n U R!5R#5$)Nr&zero-size array to reduction operation)dtyper9)r9 ValueErrortocsctocsrsum_duplicatesrDrr;r<compressrr$ coo_arrayzeroslenrHr/r) rr min_or_maxNMmatrBrCnot_fullmaskress r_min_or_max_axisrXsW GGDM 6EF F GGAH 19aggi!'') *3; 773::&{3a7$U_a8zkk$4  D( 19,,((#e*-{;<gg!f)C ,,((bhhs5z&:;<gg!f)C {{}""$$rcUcSUR;a [S5eURRS5nURS:XaU$UR UR R55nUR[R"UR5:waU"X45nU$US:aUS- nUS:XdUS:Xa [XU5$[S5e)NrrFrGz.invalid axis, use 0 for rows, or 1 for columns) r9rIrHr=nnzreducer>rrprodrX)rrrQzeroms r_sparse_min_or_maxr`s <AGG| !IJJ77<<?Duuz !!!&&,,.1Auu((t'H !8 AID AI419#AZ8 8MN Nrcj[X[R5[X[R54$r )r`rminimummaximumrrs rr3r3s( q 3 q 3  rcj[X[R5[X[R54$r )r`rfminfmaxrds rr7r7s( q 0 q 0  rz1.25.0)ComplexWarningVisibleDeprecationWarningc2[UR5Rn[U5[S5:aUR[R S9nU$[U5[S5:a0OSS0n[U5[S5:aKUR "SS5 UR[R S9R"S 0UD6nSSS5 U$UR[R S9R"S 0UD6nU$!,(df  U$=f) Nz2.2)rC3copyFz3.0zfuture.no_silent_downcastingTr )r __version__ base_versionfillnarnanoption_context infer_objects)pdframe pd_versioninfer_objects_kwargss r pd_fillnarwsr~~.;;JZ =#77 266 * L +}S/AABPU   $}U'; ;""#A4H 266 2@@XCWXI LLLrvvL.<<T?STE L IH Ls .D DcUS:XaUS;aUS:Xa[URUR4[URUR S5SS9nURR USS9UlURR USS9Ulg [[UR 5S 9nURR USS9UlURR USS9Ulg g g ) aYPreserve indices dtype for SciPy < 1.12 when converting from DIA to CSR/CSC. For SciPy < 1.12, DIA arrays indices are upcasted to `np.int64` that is inconsistent with DIA matrices. We downcast the indices dtype to `np.int32` to be consistent with DIA matrices. The converted indices arrays are affected back inplace to the sparse container. Parameters ---------- sparse_container : sparse container Sparse container to be checked. requested_sparse_format : str or bool The type of format of `sparse_container`. Notes ----- See https://github.com/scipy/scipy/issues/19245 for more details. dia_array)csrcoorzrGT)arraysmaxvalcheck_contentsFrl)r}N) _smallest_admissible_index_dtyper<r?r.r[r9astyperowcol)sparse_containeroriginal_container_formatrequested_sparse_format index_dtypes r_preserve_dia_indices_dtypers,!K/4KP5 #e +:(//1A1I1IJ+//1A1G1G1JK#K (8'?'?'F'F%(G(  $'7&=&=&D&D%'E'  #;+112K$4#7#7#>#>{QV#>#W  #3#7#7#>#>{QV#>#W  +5/rcx[R"[R"[R5R5n[R"[R"[R5R5nUbVU[R"[R 5R:a[ SUS35eX:a[R $[U[R5(aU4nUGH%n[U[R5(d[S[U5S35e[R"UR[R5(d[ SURS35e[R"UR[R5(aMU(d[R s $URS:XaMUR 5nUR5nXc:dX:dGM[R s $ [R$)a1Based on input (integer) arrays `a`, determine a suitable index data type that can hold the data in the arrays. This function returns `np.int64` if it either required by `maxval` or based on the largest precision of the dtype of the arrays passed as argument, or by their contents (when `check_contents is True`). If none of the condition requires `np.int64` then this function returns `np.int32`. Parameters ---------- arrays : ndarray or tuple of ndarrays, default=() Input arrays whose types/contents to check. maxval : float, default=None Maximum value needed. check_contents : bool, default=False Whether to check the values in the arrays and not just their types. By default, check only the types. Returns ------- dtype : {np.int32, np.int64} Suitable index data type (int32 or int64). zmaxval=z+ is to large to be represented as np.int64.z)Arrays should be of type np.ndarray, got z instead.z Array dtype z= is not supported for index dtype. We expect integral values.r)rint32iinfor-r.int64rI isinstancendarray TypeErrorr= issubdtyperHintegercan_castsize)r|r}r~int32minint32maxarrminvals rrrs6xx*../Hxx*../H  BHHRXX&** *&!LM   88O&"**%%#rzz**;DI;iP }}SYY 33syyk*## {{399bhh//!xxxx1}$(988O/2 88Orz1.12) laplacianchURUSS9 g![a URU5 gf=f)Nr>)filter) extractallr)tarfilepaths rtarfile_extractallrWs9! 4/ !4 !s 11c<SSKnSSKn[5R5n[ SU55nU(dg[ S5nUHQnUSS:waMUR S5nUR S 5nUbUc g US :XdM@[ U5U:dMQ g g) z8Return True if in an unstable configuration for OpenBLASrNc30# UH oSS:Hv M g7f) internal_apiopenblasNr ).0infos r 6_in_unstable_openblas_configuration..jsU n-; sFz0.3.16rrversion architectureT neoversen1)numpyrrranyrget)rr modules_infoopen_blas_usedopenblas_arm64_stable_versionropenblas_versionopenblas_architectures r#_in_unstable_openblas_configurationras-/446LU UUN %2($;!  : - 88I. $ 8  #'<'D !\ 1./2OO rc2[[S5:a0$X0$)Nz1.15)rr)keyrCs r"_get_additional_lbfgs_options_dictrs}V442F3,Frg{Gz?r{)densityformatrH random_staterng data_samplerc r[RRUUUUU=(d UUS9n[U5 U$)N)rrrHrr)rr$ random_array_ensure_sparse_index_int32)r9rrrHrrrrs r_sparse_random_arrayrsC LL % % , % &  #1%r)krHrc[RRXX#S9n[RRU5R U5$)N)rrH)rr$eyeryasformat)r_nrrHrr's r_sparse_eye_arrayrs; LL  QQ  4||%%a(11&99r)offsetsr9rrHc[RRXX$S9n[RRU5R U5$)N)rr9rH)rr$diagsryr) diagonalsrr9rrHr's r_sparse_diags_arrayrs= LL  y  T||%%a(11&99rc[RR"UUUU=(d UUS.6n[RRU5R U5$)N)rrHrdata_rvs)rr$randomrNr)r9rrrHrrrr's rrrsN LL   , !  ||%%a(11&99rcrURS;a[U5uUlUlgURS:Xa][ US5(a[U5Ulg[ US5(a[U5Ulg[U5uUlUlgURS:Xa[U5Ulgg)z*Safely ensure that index arrays are int32.)cscrzbsrr{coordsr?diaN) r_safely_cast_index_arraysr?r<hasattrrrrr)r's rrrsxx((7: 18 U  1h  03AH Q " "1!4AI4Q7LAE15 U -a0  rc<^^ [R"T5Rm URS;aURST :a[ SU35e[UR 6T :a0URT :R5(a[ SU35eURRTSS9nURRTSS9nX44$URS:Xa[USS 5nUc([US S 5nUcURUR4n[UR 6T :a([U 4S jU55(a[ S U35e[U4S jU55$URS:Xab[UR 6T :a0URT :R5(a[ SU35eURRTSS9nU$URS:XaURupxURSU-T :a [ S5e[UR 6T :a3URU-T :R5(a[ SU35eURRTSS9nURRTSS9nX44$g )aSafely cast sparse array indices to `idx_dtype`. Check the shape of `A` to determine if it is safe to cast its index arrays to dtype `idx_dtype`. If any dimension in shape is larger than fits in the dtype, casting is unsafe so raise ``ValueError``. If safe, cast the index arrays to `idx_dtype` and return the result without changing the input `A`. The caller can assign results to `A` attributes if desired or use the recast index arrays directly. Unless downcasting is needed, the original index arrays are returned. You can test e.g. ``A.indptr is new_indptr`` to see if downcasting occurred. See SciPy: scipy.sparse._sputils.py for more info on safely_cast_index_arrays() )rrzzindptr values too large for zindices values too large for Frr{rNr?c3H># UHoT:R5v M g7fr )r)rco max_values rr,_safely_cast_index_arrays..s;FbN''))Fs"zcoords values too large for c3B># UHoRTSS9v M g7f)FrN)r)rr idx_dtypes rrrsG"YYyuY5srzoffsets values too large for rz!indptr values too large for {msg})rrr.rr<rIr9r?rrgetattrrrtupler blocksize) r'rmsgr?r<rrRCrs ` @rrrsZ#''Ixx>! 88B<) #;C5AB B =9 $ I%**,, #@!FGG))""95"97 U Hd+ >Q 40F~%% =9 $;F;;; #?u!EFFGGGG U  =9 $ I%**,, #@!FGG))""95"9 U {{ 88Brs  H= $ $ *    !5 5 2>> *  7 78 5,, -  7 78,,))5<<+A+AB,,))5<<+A+AB,,))5<<+A+AB,,))5<<+A+AB,,))5<<+A+AB,,))5<<+A+AB,,))5<<+A+AB$O  +]8-DD +]8-DDmH-- ++..6mH--  "%8O$  x((JJ "+X^BL f%%A !NG   ..,,22  .:!5: "#$t4: :, 1",.888| I B:Os#LL LL L,+L,