{ "cells": [ { "cell_type": "markdown", "id": "4c1d8dd0", "metadata": {}, "source": [ "# Simple triangulation\n", "\n", "A triangulation is defined by a list of vertices (as numpy array - shape (n,3)) and an enumeration of triangles (by indices).\n", "\n", "It can be created/imported from DXF or GLTF/GLB files.\n", "\n", "Default file format is `.tri`, a binary Wolf format." ] }, { "cell_type": "code", "execution_count": null, "id": "5270c8f6", "metadata": {}, "outputs": [], "source": [ "# import _add_path # this line can be removed if wolfhece is installed in the python path\n", "\n", "from wolfhece import __version__\n", "assert __version__ > \"2.2.8\", \"Please update wolfhece to at least 2.2.8, you have \" + __version__\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from wolfhece.PyVertexvectors import Triangulation" ] }, { "cell_type": "markdown", "id": "2d8cf6cc", "metadata": {}, "source": [ "## Basics example" ] }, { "cell_type": "code", "execution_count": 2, "id": "77eb487b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Simple example of a triangulation with 3D points\n", "pts= np.array([[0., 0., 2.],\n", " [1., 0., 3.],\n", " [0., 1., 4.],\n", " [1., 1., 5.],\n", " [2., 2., 0.],\n", " [2., 0., 0.],\n", " [0., 2., 0.]])\n", "\n", "triangles = np.array([[0, 1, 2],\n", " [1, 3, 2],\n", " [5, 4, 3],\n", " [3, 4, 6]])\n", "tri = Triangulation(pts=pts, tri=triangles)\n", "\n", "fig, ax = plt.subplots()\n", "tri.plot_matplotlib(ax)" ] }, { "cell_type": "markdown", "id": "fff42e8c", "metadata": {}, "source": [ "## Plot with Pyvista\n", "\n", "See https://pyvista.org/" ] }, { "cell_type": "code", "execution_count": 3, "id": "1c4038fc", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "d:\\ProgrammationGitLab\\python3.10\\lib\\site-packages\\pyvista\\jupyter\\notebook.py:34: UserWarning: Failed to use notebook backend: \n", "\n", "No module named 'trame'\n", "\n", "Falling back to a static output.\n", " warnings.warn(\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pyvista as pv\n", "\n", "# Create a PyVista plotter object\n", "plotter = pv.Plotter()\n", "# Add the triangulation to the plotter\n", "plotter.add_mesh(tri.as_polydata(), show_edges=True, color='lightblue')\n", "# Add the points to the plotter\n", "plotter.add_points(pts, color='red', point_size=10)\n", "# Show the plot\n", "plotter.show()" ] }, { "cell_type": "markdown", "id": "3f7107b5", "metadata": {}, "source": [ "## Interpolate on array" ] }, { "cell_type": "code", "execution_count": 4, "id": "bf7f4b8c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from wolfhece.wolf_array import WolfArray, header_wolf\n", "\n", "h = header_wolf()\n", "h.set_resolution(.1, .1)\n", "h.set_origin(0., 0.)\n", "h.shape = 30, 30\n", "\n", "wa = WolfArray(srcheader=h)\n", "wa.nullvalue = 1.\n", "wa.interpolate_on_triangulation(tri.pts, tri.tri)\n", "wa.plot_matplotlib()" ] }, { "cell_type": "markdown", "id": "b4832709", "metadata": {}, "source": [ "## Creation from vectors/zone" ] }, { "cell_type": "code", "execution_count": 5, "id": "f637d839", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "length of vector 1: 4.82842712474619\n", "length of vector 2: 2.5524174696260022\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from wolfhece.PyVertexvectors import zone, vector, wolfvertex\n", "\n", "# Create a zone object\n", "z = zone()\n", "\n", "# Create vector objects\n", "v1 = vector()\n", "v2 = vector()\n", "\n", "v1.add_vertices_from_array(np.array([[0., 0., 3.],\n", " [1., 0., 4.],\n", " [1., 1., 5.],\n", " [3., 3., 7.]]))\n", "\n", "v2.add_vertices_from_array(np.array([[0., 0.6, 3.],\n", " [0.6, 0.6, 4.],\n", " [0.6, 1., 5.],\n", " [1., 2.5, 8.]]))\n", "\n", "z.add_vector(v1, forceparent=True)\n", "z.add_vector(v2, forceparent=True)\n", "\n", "# update the lengths of the vectors\n", "# (this is necessary to calculate the length of the vectors in 2D and 3D)\n", "v1.update_lengths()\n", "v2.update_lengths()\n", "\n", "print('length of vector 1:', v1.length2D)\n", "print('length of vector 2:', v2.length2D)\n", "\n", "tri2 = z.create_multibin(50, 3) # 50 regular steps along the vectors, 5 intermediate steps in-between\n", "\n", "fig, ax = plt.subplots()\n", "tri2.plot_matplotlib(ax)" ] }, { "cell_type": "code", "execution_count": 6, "id": "0e6b19a8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wa2 = WolfArray(srcheader=h)\n", "wa2.nullvalue = 0. # set null value to 0.\n", "wa2.array[:,:] = 0. # set all values to 0.\n", "wa2.interpolate_on_triangulation(tri2.pts, tri2.tri) # interpolate on the new triangulation\n", "wa2.plot_matplotlib() # plot the interpolated values, nullvalue will be masked in the plot\n", "\n", "print(wa2.array[0,-1])" ] }, { "cell_type": "markdown", "id": "8f387c4e", "metadata": {}, "source": [ "## Constrained Delaunay Triangulation\n", "\n", "We can create a triangulation from a set of points using the Delaunay triangulation algorithm. This is useful for generating a mesh from scattered data points.\n", "\n", "Internally, we use the great \"triangle\" library (https://rufat.be/triangle/index.html - https://www.cs.cmu.edu/~quake/triangle.html)\n", "\n", "To create a **constrained** triangulation from a zone, it is necessary to define at least one polygon that specifies the triangulation area. \n", "Other vectors will be used as triangulation constraints.\n", "\n", "Be careful, vectors must not be self-intersecting and must not cross each other. Otherwise, triangulation may fail and/or corrupt memory/jupyter kernel." ] }, { "cell_type": "code", "execution_count": null, "id": "1eeeea47", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# add a new vector to the zone - as external vector\n", "external = vector()\n", "external.add_vertices_from_array(np.array([[-1., -1., 0.],\n", " [4., -1., 0.],\n", " [4., 4., 0.],\n", " [-1., 4., 0.],\n", " [-1., -1., 0.]\n", " ]))\n", "z.add_vector(external, forceparent=True)\n", "\n", "tri_del = z.create_constrainedDelaunay(nb = 0) # use vector as it is\n", "\n", "fig, ax = plt.subplots()\n", "tri_del.plot_matplotlib(ax)\n" ] }, { "cell_type": "code", "execution_count": null, "id": "e63c31ab", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tri_del2 = z.create_constrainedDelaunay(nb = 50) # subdivide each vector into 50 steps - intermediate vertices (corners) not necessary respected\n", "\n", "fig, ax = plt.subplots()\n", "tri_del2.plot_matplotlib(ax)" ] } ], "metadata": { "kernelspec": { "display_name": "python3.10", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.11" } }, "nbformat": 4, "nbformat_minor": 5 }