o hz3@sNdZddlZddlmZddlmZddlZGdddZGdddeZ dS) z' Mesh refinement for triangular grids. N)_api) Triangulationc@seZdZdZddZdS) TriRefinera{ Abstract base class for classes implementing mesh refinement. A TriRefiner encapsulates a Triangulation object and provides tools for mesh refinement and interpolation. Derived classes must implement: - ``refine_triangulation(return_tri_index=False, **kwargs)`` , where the optional keyword arguments *kwargs* are defined in each TriRefiner concrete implementation, and which returns: - a refined triangulation, - optionally (depending on *return_tri_index*), for each point of the refined triangulation: the index of the initial triangulation triangle to which it belongs. - ``refine_field(z, triinterpolator=None, **kwargs)``, where: - *z* array of field values (to refine) defined at the base triangulation nodes, - *triinterpolator* is an optional `~matplotlib.tri.TriInterpolator`, - the other optional keyword arguments *kwargs* are defined in each TriRefiner concrete implementation; and which returns (as a tuple) a refined triangular mesh and the interpolated values of the field at the refined triangulation nodes. cCstjt|d||_dS)N) triangulation)rcheck_isinstancer_triangulationselfrr m/var/www/html/construction_image-detection-poc/venv/lib/python3.10/site-packages/matplotlib/tri/_trirefine.py__init__*s zTriRefiner.__init__N)__name__ __module__ __qualname____doc__r r r r r r s rcsBeZdZdZfddZd ddZdd d Zedd d ZZ S)UniformTriRefinerz Uniform mesh refinement by recursive subdivisions. Parameters ---------- triangulation : `~matplotlib.tri.Triangulation` The encapsulated triangulation (to be refined) cst|dSN)superr r __class__r r r =szUniformTriRefiner.__init__Fc Cs|j}|jjd}tj|tjd}t|D] }|||\}}q|jjd}|j}|r~tj |dtjd} |jj } | durLt |d dd| |<|| fS| |} t || d dd| || ddf<t || d dd| || ddf<|| fS|S)a Compute a uniformly refined triangulation *refi_triangulation* of the encapsulated :attr:`triangulation`. This function refines the encapsulated triangulation by splitting each father triangle into 4 child sub-triangles built on the edges midside nodes, recursing *subdiv* times. In the end, each triangle is hence divided into ``4**subdiv`` child triangles. Parameters ---------- return_tri_index : bool, default: False Whether an index table indicating the father triangle index of each point is returned. subdiv : int, default: 3 Recursion level for the subdivision. Each triangle is divided into ``4**subdiv`` child triangles; hence, the default results in 64 refined subtriangles for each triangle of the initial triangulation. Returns ------- refi_triangulation : `~matplotlib.tri.Triangulation` The refined triangulation. found_index : int array Index of the initial triangulation containing triangle, for each point of *refi_triangulation*. Returned only if *return_tri_index* is set to True. rdtypeNr) r trianglesshapenparangeint32range_refine_triangulation_oncexfullmaskrepeatreshape) r return_tri_indexsubdivrefi_triangulationntri ancestors_ refi_nptsrefi_triangles found_indextri_mask ancestor_maskr r r refine_triangulation@s@     z&UniformTriRefiner.refine_triangulationNcCsb|dur tj|j|}n tjtjj|d|}|j|dd\}}|j|j |j |dd}||fS)a Refine a field defined on the encapsulated triangulation. Parameters ---------- z : (npoints,) array-like Values of the field to refine, defined at the nodes of the encapsulated triangulation. (``n_points`` is the number of points in the initial triangulation) triinterpolator : `~matplotlib.tri.TriInterpolator`, optional Interpolator used for field interpolation. If not specified, a `~matplotlib.tri.CubicTriInterpolator` will be used. subdiv : int, default: 3 Recursion level for the subdivision. Each triangle is divided into ``4**subdiv`` child triangles. Returns ------- refi_tri : `~matplotlib.tri.Triangulation` The returned refined triangulation. refi_z : 1D array of length: *refi_tri* node count. The returned interpolated field (at *refi_tri* nodes). N)triinterpolatorT)r'r&) tri_indexr) matplotlibtriCubicTriInterpolatorrrrTriInterpolatorr1_interpolate_multikeysr!y)r zr2r'interprefi_trir.refi_zr r r refine_fields"   zUniformTriRefiner.refine_fieldc$ Cs|j}|j}|j}|j}t|d}t|d}|dur;t|}t||fkr;tdt|dt|t|dk}d||d} || } t | } t | } || d|<|| d|<t tj |tj dd} t tj dtj d|}|| |f}| |k}| |}||}||||f||||d dfd }||||f||||d dfd }|| |d<|| |d<|}tj|dgtj d}|}tdD]%}||k}t|}||}tj |tj d||dd|f|<||7}qt|}| |}||}t||ddft|tjdtj d}tj|d d } ||}!||| f|||!f<tj|d dgtj d}"t|dddf|dddf|dddfgj|"ddd ddf<t|ddd f|ddd f|dddfgj|"d dd ddf<t|dddf|dddf|ddd fgj|"ddd ddf<t|dddf|ddd f|dddfgj|"ddd ddf<t| | |"}#|jdur|#t |jd |dur|#S|#t |d fS) a Refine a `.Triangulation` by splitting each triangle into 4 child-masked_triangles built on the edges midside nodes. Masked triangles, if present, are also split, but their children returned masked. If *ancestors* is not provided, returns only a new triangulation: child_triangulation. If the array-like key table *ancestor* is given, it shall be of shape (ntri,) where ntri is the number of *triangulation* masked_triangles. In this case, the function returns (child_triangulation, child_ancestors) child_ancestors is defined so that the 4 child masked_triangles share the same index as their father: child_ancestors.shape = (4 * ntri,). rNzNIncompatible shapes provide for triangulation.masked_triangles and ancestors: z and rrrg?)axis)r!r9 neighborsrrrasarray ValueErrorsumzerostilerrr$emptyr logical_notabsouteronesargminvstackTrr#set_mask)$rr*r!r9rCrnptsr)borders added_ptsr,refi_xrefi_y edge_elems edge_apexesedge_neighbors mask_mastersmasters apex_mastersx_addy_add new_pt_cornernew_pt_midsidecum_sumimid mask_st_loc n_masters_locelem_masters_loc mask_slavesslavesslaves_masters diff_tableslave_masters_apex slaves_apexchild_triangleschild_triangulationr r r r s                 z,UniformTriRefiner._refine_triangulation_once)Fr)Nrr) r rrrr r1r> staticmethodr __classcell__r r rr r/s  E&r) rnumpyrr4rmatplotlib.tri._triangulationrmatplotlib.tri._triinterpolaterrr r r r s  #