g($NdZddlZddlmZddlmZmZ d;dZ dd Z d>d Z d?d Z d?d Zd@dZeZdAdZeZ dBdZ dCdZ dDdZdEdZdFdZeZdFdZdFdZdGdZ dHdZd@dZeZ dZ! d?d Z" dAd!Z# d@d"Z$d@d#Z% dId$Z&dId%Z'd@d&Z(d'Z)d@d(Z*d@d)Z+dAd*Z,e,Z-e,Z.dId+Z/e/Z0e/Z1e/Z2e/Z3e/Z4e/Z5e/Z6e/Z7e/Z8e/Z9e9Z: d?d,Z;e;Ze>Z?e>Z@e>ZAe>ZBe>ZCe>ZDe>ZE d?d.ZFdAd/ZGeGZH d?d0ZI dKd2ZJd@d3ZKd4ejLfd5ZMd4dejLfd6ZNdLd7ZOd8ZPdId9ZQd@d:ZRdS)MaDelegators for alternative backends in scipy.ndimage. The signature of `func_signature` must match the signature of ndimage.func. The job of a `func_signature` is to know which arguments of `ndimage.func` are arrays. * signatures are generated by -------------- import inspect from scipy import ndimage names = [x for x in dir(ndimage) if not x.startswith('_')] objs = [getattr(ndimage, name) for name in names] funcs = [obj for obj in objs if inspect.isroutine(obj)] for func in funcs: sig = inspect.signature(func) print(f"def {func.__name__}_signature{sig}: pass ") --------------- * which arguments to delegate on: manually trawled the documentation for array-like and array arguments Narray_namespace)_skip_if_dtype _skip_if_intc>t||t|SNrr)inputmatrixoffset output_shapeoutputargskwdss O/granary/edev/quantum/lib/python3.11/site-packages/scipy/ndimage/_delegators.pyaffine_transform_signaturers 5&.*@*@ A AAc>t||t|Sr r )r structure iterationsrrrs rbinary_closing_signaturer% 5)^F-C-C D DDrc@t||t||Sr r )r rrmaskrrrs rbinary_dilation_signaturer-s  5)^F-C-CT J JJrc>t||t|Sr r )r rroriginrkwargss rbinary_fill_holes_signaturer!5rrc>t||t|Sr r )r rrrs rlabel_signaturer#;s 5)^F-C-C D DDrc@t|||t|Sr r )r structure1 structure2rrrs rbinary_hit_or_miss_signaturer'?s  5*j.:P:P Q QQrc@t|||t|Sr r )r rrrrrs rbinary_propagation_signaturer)Es  5)T>&3I3I J JJrc>t||t|Sr r )r weightsrrrs rconvolve_signaturer,K 5'>&+A+A B BBrc>t||t|Sr r )r r+axisrrrs rconvolve1d_signaturer1Qr-r euclideanTFc$t|||Sr r)r metricsamplingreturn_distancesreturn_indices distancesindicess rdistance_transform_bf_signaturer:W 5)W 5 55r chessboardc$t|||Sr r)r r4r6r7r8r9s r distance_transform_cdt_signaturer>^r;rc$t|||Sr r)r r5r6r7r8r9s r distance_transform_edt_signaturer@er;rc t|Sr r)r max_labels rfind_objects_signaturerCls 5 ! !!rc<t|t|Sr r )r sizenr0rs rfourier_ellipsoid_signaturerGp 5."8"8 9 99rc<t|t|Sr r )r sigmarFr0rs rfourier_gaussian_signaturerKvrHrc<t|t|Sr r )r shiftrFr0rs rfourier_shift_signaturerNyrHrc<t|t|Sr r )r rJorderrrrs rgaussian_filter_signaturerQ}rHrc<t|t|Sr r )r rJr0rPrrrs rgaussian_filter1d_signaturerS 5."8"8 9 99rc<t|t|Sr r )r rJrrrs r%gaussian_gradient_magnitude_signaturerVrHrctSr )np)rank connectivitys r#generate_binary_structure_signaturer[s Irc>t||t|Sr r )r functionrE footprintrrrs rgeneric_filter_signaturer_s 5)^F-C-C D DDrc<t|t|Sr r )r r] filter_sizer0rrrs rgeneric_filter1d_signaturerbrTrc<t|t|Sr r )r derivativerrrs r$generic_gradient_magnitude_signatureres 5."8"8 9 99rc<t|t|Sr r )r derivative2rrrs rgeneric_laplace_signaturerhs 5."8"8 9 99rc<t|t|Sr r )r mappingrrrrs rgeometric_transform_signaturerkrTrc"t||Sr r)r minmaxbinslabelsindexs rhistogram_signaturerr 5& ) ))rc t|Sr r)rrrs riterate_structure_signaturerus 9 % %%rc"t||Sr r)r rprrs rlabeled_comprehension_signaturerwrsrc<t|t|Sr r )r rrrs rlaplace_signatureryrHrc>t||t|Sr r )r coordinatesrrrs rmap_coordinates_signaturer|s 5+~f/E/E F FFrc<t|t|Sr r )r rEr0rrrs rmaximum_filter1d_signaturer~rHrc>t||t|Sr )rr)r rprqs rmaximum_signaturers 5&,u*=*= > >>rc>t||t|Sr r )r rEr^rrrs rmedian_filter_signaturerrrc@t|||t|Sr r )r rEr^rrrrs r morphological_gradient_signaturers  5)Yv8N8N O OOrc>t||t|Sr r )r percentilerEr^rrrs rpercentile_filter_signaturerrrc<t|t|Sr r )r r0rrrs rprewitt_signaturerrHrc>t||t|Sr r )r rYrEr^rrrs rrank_filter_signaturerrrrrc<t|t|Sr r )r angleaxesreshaperrrs rrotate_signaturerrTrc<t|t|Sr r )r rMrrrs rshift_signaturer rHrc<t|t|Sr r )r rPrrrs rspline_filter_signaturerrHrc<t|t|Sr r )r rPr0rrrs rspline_filter1d_signaturerrTrc<t|t|Sr r )r rErrrs runiform_filter_signaturerrHrc t|Sr r)arrrrs rvalue_indices_signaturers 3  rc@t|||t|Sr r )r markersrrs rwatershed_ift_signaturer#s 5'9nV6L6L M MMrc<t|t|Sr r )r zoomrrrs rzoom_signaturer'rHr)rNN)NrN)NrNN)NNr)NNNr )r.N)r2NTFNN)r<TFNN)NTFNN)r)r.r.N)rN)r.rN)NN)NNNN)rTN)rN)S__doc__numpyrXscipy._lib._array_apirscipy.ndimage._ni_supportrrrrbinary_opening_signaturerbinary_erosion_signaturer!r#r'r)r,correlate_signaturer1correlate1d_signaturer:r>r@rCrGfourier_uniform_signaturerKrNrQrSrVgaussian_laplace_signaturer[r_rbrerhrkrrrurwryr|r~minimum_filter1d_signatureuniform_filter1d_signaturerminimum_signaturemedian_signaturemean_signaturevariance_signaturestandard_deviation_signaturesum_labels_signature sum_signaturemaximum_position_signatureminimum_position_signatureextrema_signaturecenter_of_mass_signaturerminimum_filter_signaturemaximum_filter_signaturermorphological_laplace_signaturewhite_tophat_signatureblack_tophat_signaturegrey_closing_signaturegrey_dilation_signaturegrey_erosion_signaturegrey_opening_signaturerrsobel_signaturerrrfloat64rrrrrrrrrsM2111111BBBBBBBB:>BBBB15EEEE 4<@KKKK 501EEEE EEEE 59RRRR.2KKKK CCCC)CCCC-@D266666GL 6666AF 6666""""::::8:::::::::::: ,0:::: ::::C 8<EEEE37::::#:::::::: /3:::: ****&&&&***::::GGGG::::87????&$"&0(! ..%,.2EEEE 32>BPPPP #C999:99:>EEEE ::::$48EEEE59:::: ::::*+2::::: BJ:::: ::::   NNNN::::::r