{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Example 1 - generate a rail from a manual specification\n",
    "From a map of tuples (cell_type, rotation)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from flatland.envs.generators import rail_from_manual_specifications_generator\n",
    "from flatland.envs.observations import TreeObsForRailEnv\n",
    "from flatland.envs.rail_env import RailEnv\n",
    "from flatland.utils.rendertools import RenderTool\n",
    "from PIL import Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "specs = [[(0, 0), (0, 0), (0, 0), (0, 0), (0, 0), (0, 0)],\n",
    "         [(0, 0), (0, 0), (0, 0), (0, 0), (7, 0), (0, 0)],\n",
    "         [(7, 270), (1, 90), (1, 90), (1, 90), (2, 90), (7, 90)],\n",
    "         [(0, 0), (0, 0), (0, 0), (0, 0), (0, 0), (0, 0)]]\n",
    "\n",
    "env = RailEnv(width=6,\n",
    "              height=4,\n",
    "              rail_generator=rail_from_manual_specifications_generator(specs),\n",
    "              number_of_agents=1,\n",
    "              obs_builder_object=TreeObsForRailEnv(max_depth=2))\n",
    "\n",
    "env.reset()\n",
    "\n",
    "env_renderer = RenderTool(env, gl=\"PILSVG\")\n",
    "env_renderer.renderEnv(show=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=796x532 at 0x1BAB3E066D8>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.fromarray(env_renderer.gl.getImage())"
   ]
  }
 ],
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  "hide_input": false,
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
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    "version": 3
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   "mimetype": "text/x-python",
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   "nbconvert_exporter": "python",
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  "latex_envs": {
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   "cite_by": "apalike",
   "current_citInitial": 1,
   "eqLabelWithNumbers": true,
   "eqNumInitial": 1,
   "hotkeys": {
    "equation": "Ctrl-E",
    "itemize": "Ctrl-I"
   },
   "labels_anchors": false,
   "latex_user_defs": false,
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   "user_envs_cfg": false
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  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
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   "toc_position": {},
   "toc_section_display": true,
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   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
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     "delete_cmd_postfix": ") ",
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