{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c91922fa-8668-46b2-87f7-8bece0453ca0",
   "metadata": {},
   "outputs": [],
   "source": [
    "from spatialmath import *\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib notebook\n",
    "%matplotlib widget"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "517a04e6-696b-4b34-8036-44e6d7d59d13",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 0 Axes>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "aeeb7e3185904d48b10240cc85564c88",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": "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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img src='data:image/png;base64,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' width=640.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f8eaffec-f5d3-4e55-8acd-eeee35f4c4d2",
   "metadata": {},
   "source": [
    "# animation from start=None to end\n",
    "animation works as expected"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a9bc7e84-a02b-4570-b564-718725bd487e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "eebd1c2cdcf14cdb95d815d2f27de4c5",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure\n",
       "                </div>\n",
       "                <img 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' width=640.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "t = SE3([\n",
    "    SE3(),\n",
    "    SE3([-1,0,2]),  # start\n",
    "    SE3.RPY([10, 5, -20], unit='deg') * SE3([1,2,1]), # end\n",
    "])\n",
    "t[0].plot(frame='0', color='black')\n",
    "t[1].plot(frame='1', color='blue')\n",
    "t[2].plot(frame='2', color='red')\n",
    "t[2].animate(frame='a', start=None, color='purple')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7392606d-33da-42db-bc11-83c4f81b23ff",
   "metadata": {},
   "source": [
    "# animation from start=t[0] (0,0,0) to end\n",
    "animation works as expected"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "330830fb-e015-46df-9cc3-fbe5e66add1e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "eebd1c2cdcf14cdb95d815d2f27de4c5",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure 2\n",
       "                </div>\n",
       "                <img 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' width=640.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "t = SE3([\n",
    "    SE3(),\n",
    "    SE3([-1,0,2]),  # start\n",
    "    SE3.RPY([10, 5, -20], unit='deg') * SE3([1,2,1]), # end\n",
    "])\n",
    "t[0].plot(frame='0', color='black')\n",
    "t[1].plot(frame='1', color='blue')\n",
    "t[2].plot(frame='2', color='red')\n",
    "t[2].animate(frame='a', start=t[0], color='purple')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c94d7a92-6592-4c5c-9dac-b4f849bf6bdf",
   "metadata": {},
   "source": [
    "# animation from start=t[1] (-1,0,2) to end\n",
    "animated frames do not neither match start nor end frames"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "10103b3a-039d-4361-b2c3-db3cde97298d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "eebd1c2cdcf14cdb95d815d2f27de4c5",
       "version_major": 2,
       "version_minor": 0
      },
      "image/png": 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",
      "text/html": [
       "\n",
       "            <div style=\"display: inline-block;\">\n",
       "                <div class=\"jupyter-widgets widget-label\" style=\"text-align: center;\">\n",
       "                    Figure 2\n",
       "                </div>\n",
       "                <img 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' width=640.0/>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "t = SE3([\n",
    "    SE3(),\n",
    "    SE3([-1,0,2]),  # start\n",
    "    SE3.RPY([10, 5, -20], unit='deg') * SE3([1,2,1]), # end\n",
    "])\n",
    "t[0].plot(frame='0', color='black')\n",
    "t[1].plot(frame='1', color='blue')\n",
    "t[2].plot(frame='2', color='red')\n",
    "t[2].animate(frame='2m', start=t[1], color='purple')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "53d0efe6-1c8d-4cdd-9de7-2ff1dd092b09",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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