{:iO)<SrSSKrSSKJr SSKJr "SS5rg)z Tools for triangular grids. N)_api) TriangulationcX\rSrSrSrSr\S5rS SjrS Sjr Sr \ S5r S r g ) TriAnalyzer aT Define basic tools for triangular mesh analysis and improvement. A TriAnalyzer encapsulates a `.Triangulation` object and provides basic tools for mesh analysis and mesh improvement. Attributes ---------- scale_factors Parameters ---------- triangulation : `~matplotlib.tri.Triangulation` The encapsulated triangulation to analyze. cB[R"[US9 Xlg)N) triangulation)rcheck_isinstancer_triangulation)selfr s [/srv/projetos/modelo_ml_acdoc/venv/lib/python3.13/site-packages/matplotlib/tri/_tritools.py__init__TriAnalyzer.__init__s m=I+cURR5n[R"[R"U5URR R S9S:gnS[R"URR U5- S[R"URRU5- 4$)z Factors to rescale the triangulation into a unit square. Returns ------- (float, float) Scaling factors (kx, ky) so that the triangulation ``[triangulation.x * kx, triangulation.y * ky]`` fits exactly inside a unit square.  minlengthr) r get_masked_trianglesnpbincountravelxsizeptpy)r compressed_triangles node_useds r scale_factorsTriAnalyzer.scale_factors s $22GGI[[*>!?+/+>+>+@+@+E+EGJKL BFF4..00;<<BFF4..00;<<> >rcU(aURup#OSup#[R"URRU-URR U-/5R nX@RRnUSS2SSS24USS2SSS24- nUSS2SSS24USS2SSS24- nUSS2SSS24USS2SSS24- n[R"USS2S4USS2S45n[R"USS2S4USS2S45n[R"USS2S4USS2S45nXg-U-S-n XU-U - -Xh-U - -Xx-U - -n U S:Hn [R"U 5(aqURSn [R"U [RS9n [RX'Xg-U-nX)S [R"X)5-- X)'O!Xg-U-S [R"U 5-- n Xg-U-S U -U -- nX- nURRnUcU$[R R#UUS 9$) a Return a measure of the triangulation triangles flatness. The ratio of the incircle radius over the circumcircle radius is a widely used indicator of a triangle flatness. It is always ``<= 0.5`` and ``== 0.5`` only for equilateral triangles. Circle ratios below 0.01 denote very flat triangles. To avoid unduly low values due to a difference of scale between the 2 axis, the triangular mesh can first be rescaled to fit inside a unit square with `scale_factors` (Only if *rescale* is True, which is its default value). Parameters ---------- rescale : bool, default: True If True, internally rescale (based on `scale_factors`), so that the (unmasked) triangles fit exactly inside a unit square mesh. Returns ------- masked array Ratio of the incircle radius over the circumcircle radius, for each 'rescaled' triangle of the encapsulated triangulation. Values corresponding to masked triangles are masked out. )?r"Nrrg?gdtypeg@)mask)rrvstackr rrT triangleshypotanyshapeemptyfloat64infsqrtr&maarray)r rescalekxkyptstri_ptsabcsprod bool_flatntri circum_radiusabc in_radius circle_ratior&s r circle_ratiosTriAnalyzer.circle_ratios2sU: ))HR!HRii,,..r1,,..r13445A ))334 Aq!G wq!Qw/ / Aq!G wq!Qw/ / Aq!G wq!Qw/ / HHQq!tWa1g & HHQq!tWa1g & HHQq!tWa1g & SUCKA#a%y!#a% !#a%(RZ 66)  ==#DHHTmask_bad_ratio current_maskvalid_neighborsrenum_neighborsnadd wavefront added_masks r get_flat_tri_maskTriAnalyzer.get_flat_tri_maskus*`"",,2215++G47GG**//  88D5L''$"5"5"?"?@))D9aia8B><-OI#3J%4L66*%D.0OM **,O ' hh"' tri_renum valid_node compressed_x compressed_y node_renums r _get_compressed_triangulation)TriAnalyzer._get_compressed_triangulations8&&++#22GGI"",,2215  55xi@I $bhh7Ikk"((+?"@,0,?,?,A,A,F,FHKLM **,,Z8 **,,Z8 22:>  *?$L rc[R"[R"U5S[RS9n[R"U5n[R "U[RS9X'U$)ah Parameters ---------- valid : 1D bool array Validity mask. Returns ------- int array Array so that (`valid_array` being a compressed array based on a `masked_array` with mask ~*valid*): - For all i with valid[i] = True: valid_array[renum[i]] = masked_array[i] - For all i with valid[i] = False: renum[i] = -1 (invalid value) rFr$)rfullrrMrOrL)validrenumn_valids r r]$TriAnalyzer._total_to_compress_renumsJ&"((;&&-yy9  r)r N)T)g{Gz?T)__name__ __module__ __qualname____firstlineno____doc__rpropertyrrCrZrd staticmethodr]__static_attributes__rr rr sH ,>>"A8FI0V/brr)rpnumpyr matplotlibrmatplotlib.trirrrtrr rxs!(||r