{ "cells": [ { "cell_type": "code", "execution_count": 7, "id": "07246861-6de3-4291-9645-7b33c51049b8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "#35=IfcCompositeCurve((#36,#48),.F.)\n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import ifcopenshell\n", "import ifcopenshell.geom as geom\n", "import ifcopenshell.ifcopenshell_wrapper\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# input file from github.com/IFC-Rail-Unit-Test-Reference-Code\n", "model = ifcopenshell.open(\"F:/IFC-Rail-Unit-Test-Reference-Code/alignment_testset/IFC-WithGeneratedGeometry/GENERATED__HorizontalAlignment_Clothoid_100.0_300_1000_1_Meter.ifc\")\n", "\n", "settings = geom.settings()\n", "\n", "fig1 = plt.figure().add_subplot()\n", "fig2 = plt.figure().add_subplot()\n", "\n", "# Array of values for fig2\n", "X = []\n", "Y = []\n", "\n", "curves = model.by_type(\"IfcCompositeCurve\",False)\n", "for curve in curves:\n", " print(curve)\n", "\n", " # Use ifcopenshell.geometry to process the curve shape\n", " shape = geom.create_shape(settings,curve)\n", " verts = shape.verts\n", " verts = np.array(verts).reshape((-1,3))\n", " x,y,z = verts.T\n", " fig1.plot(x,y,label=\"#\" + str(curve.id()))\n", "\n", " # Use ifcopenshell_wrapper to map the curve into a piecewise function and\n", " # use the function_item_evaluator to compute the 4x4 matrix at discrete points\n", " mapped_shape = ifcopenshell.ifcopenshell_wrapper.map_shape(settings,curve.wrapped_data)\n", " evaluator = ifcopenshell.ifcopenshell_wrapper.function_item_evaluator(settings,mapped_shape)\n", "\n", " # get evaluation points from the function evaluator\n", " #distances = evaluator.evaluation_points() \n", " # compute a bunch of points along the curve\n", " distances = [(mapped_shape.end() - mapped_shape.start())*d/100. for d in range(0,100)]\n", "\n", " # evaluate the points to get the 4x4 matrix\n", " for d in distances:\n", " m = evaluator.evaluate(d)\n", " X.append(m[0][3])\n", " Y.append(m[1][3])\n", " \n", "fig2.plot(X,Y,label=\"#\" + str(curve.id()))\n", "\n", "fig1.set_title(\"Shape Geometry\")\n", "fig1.set_xlabel(\"X (East)\")\n", "fig1.set_ylabel(\"Y (North)\")\n", "fig1.grid(True)\n", "\n", "\n", "fig2.set_title(\"Evaluated Geometry\")\n", "fig2.set_xlabel(\"X (East)\")\n", "fig2.set_ylabel(\"Y (North)\")\n", "fig2.grid(True)\n", "\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "205cda4e-6694-46db-a565-291cebab9f02", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "1df07eca-3997-4588-9960-c9e0d70589e9", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 5 }