tutorial1.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import igl\n",
    "import scipy as sp\n",
    "import numpy as np\n",
    "from meshplot import plot, subplot, interact\n",
    "\n",
    "import os\n",
    "root_folder = os.getcwd()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "e4c1a3bd4e664fe1b491f06689e54f47",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Renderer(camera=PerspectiveCamera(children=(DirectionalLight(color='white', intensity=0.6, position=(1.0, 0.5,…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<meshplot.Viewer.Viewer at 0x7f5fb771f6a0>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "ename": "TraitError",
     "evalue": "The 'target' trait of a DirectionalLight instance expected an Uninitialized or an Object3D, not the str 'IPY_MODEL_bf64920c-7ce6-4245-af3b-50ad600681eb'.",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTraitError\u001b[0m                                Traceback (most recent call last)",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/ipywidgets/widgets/widget.py:676\u001b[0m, in \u001b[0;36mWidget._handle_msg\u001b[0;34m(self, msg)\u001b[0m\n\u001b[1;32m    674\u001b[0m         \u001b[39mif\u001b[39;00m \u001b[39m'\u001b[39m\u001b[39mbuffer_paths\u001b[39m\u001b[39m'\u001b[39m \u001b[39min\u001b[39;00m data:\n\u001b[1;32m    675\u001b[0m             _put_buffers(state, data[\u001b[39m'\u001b[39m\u001b[39mbuffer_paths\u001b[39m\u001b[39m'\u001b[39m], msg[\u001b[39m'\u001b[39m\u001b[39mbuffers\u001b[39m\u001b[39m'\u001b[39m])\n\u001b[0;32m--> 676\u001b[0m         \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mset_state(state)\n\u001b[1;32m    678\u001b[0m \u001b[39m# Handle a state request.\u001b[39;00m\n\u001b[1;32m    679\u001b[0m \u001b[39melif\u001b[39;00m method \u001b[39m==\u001b[39m \u001b[39m'\u001b[39m\u001b[39mrequest_state\u001b[39m\u001b[39m'\u001b[39m:\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/ipywidgets/widgets/widget.py:545\u001b[0m, in \u001b[0;36mWidget.set_state\u001b[0;34m(self, sync_data)\u001b[0m\n\u001b[1;32m    542\u001b[0m \u001b[39mif\u001b[39;00m name \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mkeys:\n\u001b[1;32m    543\u001b[0m     from_json \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mtrait_metadata(name, \u001b[39m'\u001b[39m\u001b[39mfrom_json\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[1;32m    544\u001b[0m                                     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_trait_from_json)\n\u001b[0;32m--> 545\u001b[0m     \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mset_trait(name, from_json(sync_data[name], \u001b[39mself\u001b[39;49m))\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:1738\u001b[0m, in \u001b[0;36mHasTraits.set_trait\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m   1736\u001b[0m     \u001b[39mraise\u001b[39;00m TraitError(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mClass \u001b[39m\u001b[39m{\u001b[39;00m\u001b[39mcls\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m\u001b[39m}\u001b[39;00m\u001b[39m does not have a trait named \u001b[39m\u001b[39m{\u001b[39;00mname\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[1;32m   1737\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m-> 1738\u001b[0m     \u001b[39mgetattr\u001b[39;49m(\u001b[39mcls\u001b[39;49m, name)\u001b[39m.\u001b[39;49mset(\u001b[39mself\u001b[39;49m, value)\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:703\u001b[0m, in \u001b[0;36mTraitType.set\u001b[0;34m(self, obj, value)\u001b[0m\n\u001b[1;32m    702\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mset\u001b[39m(\u001b[39mself\u001b[39m, obj, value):\n\u001b[0;32m--> 703\u001b[0m     new_value \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_validate(obj, value)\n\u001b[1;32m    704\u001b[0m     \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m    705\u001b[0m         old_value \u001b[39m=\u001b[39m obj\u001b[39m.\u001b[39m_trait_values[\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mname]\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:735\u001b[0m, in \u001b[0;36mTraitType._validate\u001b[0;34m(self, obj, value)\u001b[0m\n\u001b[1;32m    733\u001b[0m     \u001b[39mreturn\u001b[39;00m value\n\u001b[1;32m    734\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mhasattr\u001b[39m(\u001b[39mself\u001b[39m, \u001b[39m\"\u001b[39m\u001b[39mvalidate\u001b[39m\u001b[39m\"\u001b[39m):\n\u001b[0;32m--> 735\u001b[0m     value \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mvalidate(obj, value)\n\u001b[1;32m    736\u001b[0m \u001b[39mif\u001b[39;00m obj\u001b[39m.\u001b[39m_cross_validation_lock \u001b[39mis\u001b[39;00m \u001b[39mFalse\u001b[39;00m:\n\u001b[1;32m    737\u001b[0m     value \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_cross_validate(obj, value)\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:2302\u001b[0m, in \u001b[0;36mUnion.validate\u001b[0;34m(self, obj, value)\u001b[0m\n\u001b[1;32m   2300\u001b[0m         \u001b[39mexcept\u001b[39;00m TraitError:\n\u001b[1;32m   2301\u001b[0m             \u001b[39mcontinue\u001b[39;00m\n\u001b[0;32m-> 2302\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49merror(obj, value)\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:841\u001b[0m, in \u001b[0;36mTraitType.error\u001b[0;34m(self, obj, value, error, info)\u001b[0m\n\u001b[1;32m    835\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m    836\u001b[0m     e \u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mThe \u001b[39m\u001b[39m'\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m trait expected \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m, not \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m.\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(\n\u001b[1;32m    837\u001b[0m         \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mname,\n\u001b[1;32m    838\u001b[0m         \u001b[39mself\u001b[39m\u001b[39m.\u001b[39minfo(),\n\u001b[1;32m    839\u001b[0m         describe(\u001b[39m\"\u001b[39m\u001b[39mthe\u001b[39m\u001b[39m\"\u001b[39m, value),\n\u001b[1;32m    840\u001b[0m     )\n\u001b[0;32m--> 841\u001b[0m \u001b[39mraise\u001b[39;00m TraitError(e)\n",
      "\u001b[0;31mTraitError\u001b[0m: The 'target' trait of a DirectionalLight instance expected an Uninitialized or an Object3D, not the str 'IPY_MODEL_bf64920c-7ce6-4245-af3b-50ad600681eb'."
     ]
    }
   ],
   "source": [
    "V = np.array([\n",
    "    [0., 0, 0],\n",
    "    [1, 0, 0],\n",
    "    [1, 1, 1],\n",
    "    [2, 1, 0]\n",
    "])\n",
    "\n",
    "F = np.array([\n",
    "    [0, 1, 2],\n",
    "    [1, 3, 2]\n",
    "])\n",
    "\n",
    "plot(V, F)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Vertices:  6358\n",
      "Faces:  12712\n"
     ]
    }
   ],
   "source": [
    "## Load a mesh in OFF format\n",
    "v, f = igl.read_triangle_mesh(os.path.join(root_folder, \"data\", \"bunny2.off\"))\n",
    "\n",
    "## Print the vertices and faces matrices \n",
    "print(\"Vertices: \", len(v))\n",
    "print(\"Faces: \", len(f))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Save the mesh in OBJ format\n",
    "ret = igl.write_triangle_mesh(os.path.join(root_folder, \"data\", \"bunny_out.obj\"), v, f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d1f725ce6da94927a6e3a16e2ada01b4",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Renderer(camera=PerspectiveCamera(children=(DirectionalLight(color='white', intensity=0.6, position=(-0.016838…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<meshplot.Viewer.Viewer at 0x7f513c4c0e50>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "ename": "TraitError",
     "evalue": "The 'target' trait of a DirectionalLight instance expected an Uninitialized or an Object3D, not the str 'IPY_MODEL_5f540ef6-dbac-4934-a6fe-590e2931ec5f'.",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTraitError\u001b[0m                                Traceback (most recent call last)",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/ipywidgets/widgets/widget.py:676\u001b[0m, in \u001b[0;36mWidget._handle_msg\u001b[0;34m(self, msg)\u001b[0m\n\u001b[1;32m    674\u001b[0m         \u001b[39mif\u001b[39;00m \u001b[39m'\u001b[39m\u001b[39mbuffer_paths\u001b[39m\u001b[39m'\u001b[39m \u001b[39min\u001b[39;00m data:\n\u001b[1;32m    675\u001b[0m             _put_buffers(state, data[\u001b[39m'\u001b[39m\u001b[39mbuffer_paths\u001b[39m\u001b[39m'\u001b[39m], msg[\u001b[39m'\u001b[39m\u001b[39mbuffers\u001b[39m\u001b[39m'\u001b[39m])\n\u001b[0;32m--> 676\u001b[0m         \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mset_state(state)\n\u001b[1;32m    678\u001b[0m \u001b[39m# Handle a state request.\u001b[39;00m\n\u001b[1;32m    679\u001b[0m \u001b[39melif\u001b[39;00m method \u001b[39m==\u001b[39m \u001b[39m'\u001b[39m\u001b[39mrequest_state\u001b[39m\u001b[39m'\u001b[39m:\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/ipywidgets/widgets/widget.py:545\u001b[0m, in \u001b[0;36mWidget.set_state\u001b[0;34m(self, sync_data)\u001b[0m\n\u001b[1;32m    542\u001b[0m \u001b[39mif\u001b[39;00m name \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mkeys:\n\u001b[1;32m    543\u001b[0m     from_json \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mtrait_metadata(name, \u001b[39m'\u001b[39m\u001b[39mfrom_json\u001b[39m\u001b[39m'\u001b[39m,\n\u001b[1;32m    544\u001b[0m                                     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_trait_from_json)\n\u001b[0;32m--> 545\u001b[0m     \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mset_trait(name, from_json(sync_data[name], \u001b[39mself\u001b[39;49m))\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:1738\u001b[0m, in \u001b[0;36mHasTraits.set_trait\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m   1736\u001b[0m     \u001b[39mraise\u001b[39;00m TraitError(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mClass \u001b[39m\u001b[39m{\u001b[39;00m\u001b[39mcls\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__name__\u001b[39m\u001b[39m}\u001b[39;00m\u001b[39m does not have a trait named \u001b[39m\u001b[39m{\u001b[39;00mname\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[1;32m   1737\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m-> 1738\u001b[0m     \u001b[39mgetattr\u001b[39;49m(\u001b[39mcls\u001b[39;49m, name)\u001b[39m.\u001b[39;49mset(\u001b[39mself\u001b[39;49m, value)\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:703\u001b[0m, in \u001b[0;36mTraitType.set\u001b[0;34m(self, obj, value)\u001b[0m\n\u001b[1;32m    702\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mset\u001b[39m(\u001b[39mself\u001b[39m, obj, value):\n\u001b[0;32m--> 703\u001b[0m     new_value \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_validate(obj, value)\n\u001b[1;32m    704\u001b[0m     \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m    705\u001b[0m         old_value \u001b[39m=\u001b[39m obj\u001b[39m.\u001b[39m_trait_values[\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mname]\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:735\u001b[0m, in \u001b[0;36mTraitType._validate\u001b[0;34m(self, obj, value)\u001b[0m\n\u001b[1;32m    733\u001b[0m     \u001b[39mreturn\u001b[39;00m value\n\u001b[1;32m    734\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mhasattr\u001b[39m(\u001b[39mself\u001b[39m, \u001b[39m\"\u001b[39m\u001b[39mvalidate\u001b[39m\u001b[39m\"\u001b[39m):\n\u001b[0;32m--> 735\u001b[0m     value \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mvalidate(obj, value)\n\u001b[1;32m    736\u001b[0m \u001b[39mif\u001b[39;00m obj\u001b[39m.\u001b[39m_cross_validation_lock \u001b[39mis\u001b[39;00m \u001b[39mFalse\u001b[39;00m:\n\u001b[1;32m    737\u001b[0m     value \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_cross_validate(obj, value)\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:2302\u001b[0m, in \u001b[0;36mUnion.validate\u001b[0;34m(self, obj, value)\u001b[0m\n\u001b[1;32m   2300\u001b[0m         \u001b[39mexcept\u001b[39;00m TraitError:\n\u001b[1;32m   2301\u001b[0m             \u001b[39mcontinue\u001b[39;00m\n\u001b[0;32m-> 2302\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49merror(obj, value)\n",
      "File \u001b[0;32m~/anaconda3/envs/dgp/lib/python3.10/site-packages/traitlets/traitlets.py:841\u001b[0m, in \u001b[0;36mTraitType.error\u001b[0;34m(self, obj, value, error, info)\u001b[0m\n\u001b[1;32m    835\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m    836\u001b[0m     e \u001b[39m=\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mThe \u001b[39m\u001b[39m'\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m trait expected \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m, not \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m.\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(\n\u001b[1;32m    837\u001b[0m         \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mname,\n\u001b[1;32m    838\u001b[0m         \u001b[39mself\u001b[39m\u001b[39m.\u001b[39minfo(),\n\u001b[1;32m    839\u001b[0m         describe(\u001b[39m\"\u001b[39m\u001b[39mthe\u001b[39m\u001b[39m\"\u001b[39m, value),\n\u001b[1;32m    840\u001b[0m     )\n\u001b[0;32m--> 841\u001b[0m \u001b[39mraise\u001b[39;00m TraitError(e)\n",
      "\u001b[0;31mTraitError\u001b[0m: The 'target' trait of a DirectionalLight instance expected an Uninitialized or an Object3D, not the str 'IPY_MODEL_5f540ef6-dbac-4934-a6fe-590e2931ec5f'."
     ]
    }
   ],
   "source": [
    "plot(v,f)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "57be793c03a54bc88333f2f349e551ef",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "FigureWidget({\n",
       "    'data': [{'color': 'red',\n",
       "              'i': [2104, 3881, 3263, ..., 3373, 3403, 2639],\n",
       "              'j': [2571, 2971, 2953, ..., 3374, 3710, 1289],\n",
       "              'k': [3866, 1581, 2683, ..., 3250, 2355, 6356],\n",
       "              'lighting': {'ambient': 0.5, 'diffuse': 0.7, 'specular': 0},\n",
       "              'type': 'mesh3d',\n",
       "              'uid': '406b075d-a8d0-4d3b-ae72-f53b7573cd0e',\n",
       "              'x': [-0.03885636988537971, -0.02612750477651973,\n",
       "                    -0.03195163209418894, ..., 0.03456484919251932,\n",
       "                    -0.01879656149199031, -0.07607822668716965],\n",
       "              'y': [0.1280541960132854, 0.1258184925702095, 0.1735439593894474,\n",
       "                    ..., 0.0364979010785864, 0.1840031255405487,\n",
       "                    0.1499222847669546],\n",
       "              'z': [0.002666307619374513, 0.006805434188278005,\n",
       "                    -0.003151722921256834, ..., 0.01460720356597533,\n",
       "                    -0.01642570982225571, -0.009686079481634016]}],\n",
       "    'layout': {'clickmode': 'event+select',\n",
       "               'scene': {'aspectmode': 'data',\n",
       "                         'xaxis': {'showbackground': False,\n",
       "                                   'showline': False,\n",
       "                                   'showspikes': False,\n",
       "                                   'showticklabels': False,\n",
       "                                   'title': {'text': ''}},\n",
       "                         'yaxis': {'showbackground': False,\n",
       "                                   'showline': False,\n",
       "                                   'showspikes': False,\n",
       "                                   'showticklabels': False,\n",
       "                                   'title': {'text': ''}},\n",
       "                         'zaxis': {'showbackground': False,\n",
       "                                   'showline': False,\n",
       "                                   'showspikes': False,\n",
       "                                   'showticklabels': False,\n",
       "                                   'title': {'text': ''}}},\n",
       "               'template': '...'}\n",
       "})"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import plotly.graph_objs as go\n",
    "\n",
    "\n",
    "# Define the vertices and faces of the mesh\n",
    "vertices = [[0, 0, 0], [1, 0, 0], [1, 1, 0], [0, 1, 0],\n",
    "            [0, 0, 1], [1, 0, 1], [1, 1, 1], [0, 1, 1]]\n",
    "\n",
    "faces = [[0, 1, 2], [0, 2, 3], [4, 5, 6], [4, 6, 7],\n",
    "         [0, 4, 5], [0, 5, 1], [1, 5, 6], [1, 6, 2],\n",
    "         [2, 6, 7], [2, 7, 3], [3, 7, 4], [3, 4, 0]]\n",
    "\n",
    "# Create a scatter3d trace with the vertices and faces\n",
    "trace = go.Mesh3d(x=[v[0] for v in v],\n",
    "                  y=[v[1] for v in v],\n",
    "                  z=[v[2] for v in v],\n",
    "                  i=[f[0] for f in f],\n",
    "                  j=[f[1] for f in f],\n",
    "                  k=[f[2] for f in f],\n",
    "                  color='red',\n",
    "                  lighting=dict(ambient=0.5, diffuse=0.7, specular=0))\n",
    "\n",
    "\n",
    "axis_layout = dict(title='',\n",
    "                   showbackground=False,\n",
    "                   showline=False,\n",
    "                   showticklabels=False,\n",
    "                   showspikes=False)\n",
    "# Create a layout for the plot\n",
    "layout = go.Layout(scene=dict(aspectmode='data', xaxis=axis_layout, yaxis=axis_layout, zaxis=axis_layout), clickmode='event+select')\n",
    "\n",
    "# Create a figure and add the trace to it\n",
    "fig = go.FigureWidget(data=[trace], layout=layout)\n",
    "\n",
    "# def callback_function(trace, points, selector):\n",
    "#     trace.color='blue'\n",
    "\n",
    "# trace.on_click(callback_function)\n",
    "\n",
    "# Show the plot\n",
    "fig\n"
   ]
  }
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