+ AiR^RIt^RIHtHtRt^]P ^2R3RR/RlltR#)N)cKDTreedistancec\V4pVPWVR7p\4p^p\V4FwrW9gK V P V4\ P !W,.W ,RVR7PR4p \W4U U u.uFwrW8gK V NK p p p VPV 4V^, pVfKWs8gKM \P!V\V4^R7p VeV RVp V #uup p i)aReturns a subset of coord where a minimum spacing is guaranteed. Parameters ---------- coord : ndarray The coordinates of the considered points. spacing : float the maximum allowed spacing between the points. p_norm : float Which Minkowski p-norm to use. Should be in the range [1, inf]. A finite large p may cause a ValueError if overflow can occur. ``inf`` corresponds to the Chebyshev distance and 2 to the Euclidean distance. max_out : int If not None, at most the first ``max_out`` candidates are returned. Returns ------- output : ndarray A subset of coord where a minimum spacing is guaranteed. )rp minkowski)rN)axis) rquery_ball_pointset enumerateremovercdistreshapezipupdatenpdeletetuple)coordspacingp_normmax_outtreeindicesrejected_peaks_indices nacceptedidx candidatesdistcdoutputs&&&& S/var/www/html/photoedit/myenv/lib/python3.14/site-packages/skimage/_shared/coord.py_ensure_spacingr%s4 5>D##E#?G UI$W-  ,   c ">> e/gbk ),J(=M(=!!(=JM # ) )* 5 NI"y';. YYue$:;! DF! MNs  D 'D max_split_sizeic6Tp\V4'Ed\P!V4pVfV.pMm\V4pV.p Tp WR,, V8d4V ^,p V PV R,\ W4,4KG\P !W 4p\P !^VP^,3VPR7pVF>p \\P!Wk.4WV4pVfK+\V4V8gK=V# V#)a/Returns a subset of coord where a minimum spacing is guaranteed. Parameters ---------- coords : array_like The coordinates of the considered points. spacing : float the maximum allowed spacing between the points. p_norm : float Which Minkowski p-norm to use. Should be in the range [1, inf]. A finite large p may cause a ValueError if overflow can occur. ``inf`` corresponds to the Chebyshev distance and 2 to the Euclidean distance. min_split_size : int Minimum split size used to process ``coords`` by batch to save memory. If None, the memory saving strategy is not applied. max_out : int If not None, only the first ``max_out`` candidates are returned. max_split_size : int Maximum split size used to process ``coords`` by batch to save memory. This number was decided by profiling with a large number of points. Too small a number results in too much looping in Python instead of C, slowing down the process, while too large a number results in large memory allocations, slowdowns, and, potentially, in the process being killed -- see gh-6010. See benchmark results `here `_. Returns ------- output : array_like A subset of coord where a minimum spacing is guaranteed. )dtyper ) lenr atleast_2dappendmin array_splitzerosshaper(r%vstack) coordsrrmin_split_sizerr&r# batch_list coord_count split_idx split_sizebatchs &&&&&$ r$ensure_spacingr8;sVF 6{{v&  ! Jf+K'(I'J" ->a   2Z1P!PQ:J1fll1o.fllCE$ 6/*GWF"s6{g'= M  M)numpyr scipy.spatialrrr%infr8r9r$r>s4+3p  66  AAr9