{"cells":[{"cell_type":"markdown","metadata":{"id":"TfI3YO1uZgZa"},"source":["# **Functions to load a mesh from the XML file**\n"]},{"cell_type":"markdown","source":["***Imports***"],"metadata":{"id":"0VsI6HxXbwTm"}},{"cell_type":"code","execution_count":1,"metadata":{"id":"A4Mc6LQtaJmQ","executionInfo":{"status":"ok","timestamp":1683026016275,"user_tz":-120,"elapsed":5,"user":{"displayName":"Sergio Foix Salmeron","userId":"09857785897695630901"}}},"outputs":[],"source":["import xml.etree.ElementTree as ET\n","import numpy as np\n","import matplotlib.pyplot as plt\n","from mpl_toolkits import mplot3d"]},{"cell_type":"markdown","metadata":{"id":"_Ij0sI19jsAC"},"source":["***read XML functions***\n","\n","\n","\n","\n","\n","\n","\n"]},{"cell_type":"code","execution_count":2,"metadata":{"id":"Oj9xYUQcaBfw","executionInfo":{"status":"ok","timestamp":1683026018907,"user_tz":-120,"elapsed":4,"user":{"displayName":"Sergio Foix Salmeron","userId":"09857785897695630901"}}},"outputs":[],"source":["def loadAllFramesMeshes(filename):\n"," tree = ET.parse(filename)\n"," root = tree.getroot()\n"," # writting the 400 vertexs when initializes the Manipulation\n"," numFrames = len(root[2])\n"," frames = []\n"," for j in range(numFrames):\n"," mesh_started_frame_coordinates = root[2][j][11][0][0]\n"," mesh = []\n"," numVertices=len(mesh_started_frame_coordinates)\n"," for i in range(numVertices):\n"," x=float(mesh_started_frame_coordinates[i][0].attrib['x'])\n"," y=float(mesh_started_frame_coordinates[i][0].attrib['y'])\n"," z=float(mesh_started_frame_coordinates[i][0].attrib['z'])\n"," mesh.append([x,y,z])\n"," frames.append(mesh)\n","\n"," return frames\n","\n","#Function to obtain the cloth border given a mesh of the cloth from the VR simulator.\n","def getSquaredBorder(mesh, sideSize):\n"," s1 = list(range(0, sideSize-1))\n"," s2 = [(i+1)*sideSize-1 for i in range(0, sideSize-1)]\n"," s3 = [sideSize*sideSize-i-1 for i in range(0, sideSize-1)]\n"," s4 = list(reversed([(i+1)*sideSize for i in range(0, sideSize-1)]))\n"," borderInd = s1 + s2 + s3 + s4\n"," return [mesh[i] for i in borderInd]"]},{"cell_type":"code","source":["testFrames=loadAllFramesMeshes(\"1PC_1PC_1PC_1PC_03_01.xml\")\n","len(testFrames)"],"metadata":{"id":"4tB5pAmevTaL","colab":{"base_uri":"https://localhost:8080/","height":329},"executionInfo":{"status":"error","timestamp":1683026021421,"user_tz":-120,"elapsed":8,"user":{"displayName":"Sergio Foix Salmeron","userId":"09857785897695630901"}},"outputId":"7d182b9b-a838-4491-9dac-c06b48bef004"},"execution_count":3,"outputs":[{"output_type":"error","ename":"FileNotFoundError","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)","\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mtestFrames\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mloadAllFramesMeshes\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"1PC_1PC_1PC_1PC_03_01.xml\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtestFrames\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m\u001b[0m in \u001b[0;36mloadAllFramesMeshes\u001b[0;34m(filename)\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mloadAllFramesMeshes\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mtree\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mET\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0mroot\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetroot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;31m# writting the 400 vertexs when initializes the Manipulation\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mnumFrames\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mroot\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/lib/python3.10/xml/etree/ElementTree.py\u001b[0m in \u001b[0;36mparse\u001b[0;34m(source, parser)\u001b[0m\n\u001b[1;32m 1220\u001b[0m \"\"\"\n\u001b[1;32m 1221\u001b[0m \u001b[0mtree\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mElementTree\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1222\u001b[0;31m \u001b[0mtree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mparse\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparser\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1223\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mtree\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1224\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/lib/python3.10/xml/etree/ElementTree.py\u001b[0m in \u001b[0;36mparse\u001b[0;34m(self, source, parser)\u001b[0m\n\u001b[1;32m 567\u001b[0m \u001b[0mclose_source\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 568\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"read\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 569\u001b[0;31m \u001b[0msource\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"rb\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 570\u001b[0m \u001b[0mclose_source\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 571\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '1PC_1PC_1PC_1PC_03_01.xml'"]}]},{"cell_type":"code","source":["from google.colab import drive\n","drive.mount('/content/drive')"],"metadata":{"id":"tRRFcHqyK8lT"},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":["# New Section"],"metadata":{"id":"pObzGFp-K_y5"}},{"cell_type":"markdown","source":["# New Section"],"metadata":{"id":"8oYVXk-YLAJ7"}},{"cell_type":"code","source":["fig = plt.figure()\n","#ax = fig.add_subplot(111, projection = '3d')\n","ax = plt.axes(projection='3d')\n","ax.scatter3D(*zip(*testFrames[100]))\n","ax.axis('equal')\n","# setting title and labels\n","ax.set_title(\"Cloth mesh plot\")\n","ax.set_xlabel('x-axis')\n","ax.set_ylabel('y-axis')\n","ax.set_zlabel('z-axis')\n","plt.show()"],"metadata":{"id":"BOZ7LZuuvcub","colab":{"base_uri":"https://localhost:8080/","height":434},"executionInfo":{"status":"ok","timestamp":1680519835427,"user_tz":-120,"elapsed":636,"user":{"displayName":"Júlia Borràs Sol","userId":"01088779723042130478"}},"outputId":"c6cb716e-bac4-4b93-c249-cc5f3bbfcba1"},"execution_count":null,"outputs":[{"output_type":"display_data","data":{"text/plain":["
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\n"},"metadata":{}}]},{"cell_type":"code","source":["clothSideSize=20\n","border=getSquaredBorder(testFrames[100],clothSideSize)\n","\n","fig = plt.figure()\n","#ax = fig.add_subplot(111, projection = '3d')\n","ax = plt.axes(projection='3d')\n","ax.scatter3D(*zip(*border))\n","ax.axis('equal')\n","# setting title and labels\n","ax.set_title(\"Cloth border plot\")\n","ax.set_xlabel('x-axis')\n","ax.set_ylabel('y-axis')\n","ax.set_zlabel('z-axis')\n","plt.show()\n"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":434},"id":"Zt304bfUxulT","executionInfo":{"status":"ok","timestamp":1680519827587,"user_tz":-120,"elapsed":685,"user":{"displayName":"Júlia Borràs Sol","userId":"01088779723042130478"}},"outputId":"c50170f6-ab02-4b77-d532-8c5720d5a365"},"execution_count":null,"outputs":[{"output_type":"display_data","data":{"text/plain":["
"],"image/png":"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\n"},"metadata":{}}]}],"metadata":{"colab":{"provenance":[]},"kernelspec":{"display_name":"Python 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