From 9e2d890d97f75e73dceb52cc20fe1cf9dd1038b5 Mon Sep 17 00:00:00 2001
From: hagrid67 <jdhwatson@gmail.com>
Date: Wed, 19 Jun 2019 14:05:36 +0100
Subject: [PATCH] Adding simple_example* notebooks

---
 .../simple_example1_env_from_tuple.ipynb      | 151 +++++++++++++++
 ...simple_example2_generate_random_rail.ipynb | 163 ++++++++++++++++
 notebooks/simple_example_3.png                | Bin 0 -> 12524 bytes
 .../simple_example_3_manual_control.ipynb     | 182 ++++++++++++++++++
 4 files changed, 496 insertions(+)
 create mode 100644 notebooks/simple_example1_env_from_tuple.ipynb
 create mode 100644 notebooks/simple_example2_generate_random_rail.ipynb
 create mode 100644 notebooks/simple_example_3.png
 create mode 100644 notebooks/simple_example_3_manual_control.ipynb

diff --git a/notebooks/simple_example1_env_from_tuple.ipynb b/notebooks/simple_example1_env_from_tuple.ipynb
new file mode 100644
index 0000000..fd6fa42
--- /dev/null
+++ b/notebooks/simple_example1_env_from_tuple.ipynb
@@ -0,0 +1,151 @@
+{
+ "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": null,
+   "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": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<PIL.Image.Image image mode=RGBA size=652x436 at 0x7F9C9825A780>"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "Image.fromarray(env_renderer.gl.getImage())"
+   ]
+  }
+ ],
+ "metadata": {
+  "hide_input": false,
+  "kernelspec": {
+   "display_name": "ve367",
+   "language": "python",
+   "name": "ve367"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  },
+  "latex_envs": {
+   "LaTeX_envs_menu_present": true,
+   "autoclose": false,
+   "autocomplete": true,
+   "bibliofile": "biblio.bib",
+   "cite_by": "apalike",
+   "current_citInitial": 1,
+   "eqLabelWithNumbers": true,
+   "eqNumInitial": 1,
+   "hotkeys": {
+    "equation": "Ctrl-E",
+    "itemize": "Ctrl-I"
+   },
+   "labels_anchors": false,
+   "latex_user_defs": false,
+   "report_style_numbering": false,
+   "user_envs_cfg": false
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  },
+  "varInspector": {
+   "cols": {
+    "lenName": 16,
+    "lenType": 16,
+    "lenVar": 40
+   },
+   "kernels_config": {
+    "python": {
+     "delete_cmd_postfix": "",
+     "delete_cmd_prefix": "del ",
+     "library": "var_list.py",
+     "varRefreshCmd": "print(var_dic_list())"
+    },
+    "r": {
+     "delete_cmd_postfix": ") ",
+     "delete_cmd_prefix": "rm(",
+     "library": "var_list.r",
+     "varRefreshCmd": "cat(var_dic_list()) "
+    }
+   },
+   "types_to_exclude": [
+    "module",
+    "function",
+    "builtin_function_or_method",
+    "instance",
+    "_Feature"
+   ],
+   "window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/notebooks/simple_example2_generate_random_rail.ipynb b/notebooks/simple_example2_generate_random_rail.ipynb
new file mode 100644
index 0000000..6518153
--- /dev/null
+++ b/notebooks/simple_example2_generate_random_rail.ipynb
@@ -0,0 +1,163 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Example 2 - Generate a random rail"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import random\n",
+    "import numpy as np\n",
+    "from flatland.envs.generators import random_rail_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": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Illegal target rail: 7 5 1000000001101000 (32872, 1)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<PIL.Image.Image image mode=RGBA size=794x794 at 0x7FA8C49AB748>"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "random.seed(100)\n",
+    "np.random.seed(100)\n",
+    "\n",
+    "# Relative weights of each cell type to be used by the random rail generators.\n",
+    "transition_probability = [1.0,  # empty cell - Case 0\n",
+    "                          1.0,  # Case 1 - straight\n",
+    "                          1.0,  # Case 2 - simple switch\n",
+    "                          0.3,  # Case 3 - diamond drossing\n",
+    "                          0.5,  # Case 4 - single slip\n",
+    "                          0.5,  # Case 5 - double slip\n",
+    "                          0.2,  # Case 6 - symmetrical\n",
+    "                          0.0,  # Case 7 - dead end\n",
+    "                          0.2,  # Case 8 - turn left\n",
+    "                          0.2,  # Case 9 - turn right\n",
+    "                          1.0]  # Case 10 - mirrored switch\n",
+    "\n",
+    "# Example generate a random rail\n",
+    "env = RailEnv(width=10,\n",
+    "              height=10,\n",
+    "              rail_generator=random_rail_generator(cell_type_relative_proportion=transition_probability),\n",
+    "              number_of_agents=3,\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)\n",
+    "Image.fromarray(env_renderer.gl.getImage())"
+   ]
+  }
+ ],
+ "metadata": {
+  "hide_input": false,
+  "kernelspec": {
+   "display_name": "ve367",
+   "language": "python",
+   "name": "ve367"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  },
+  "latex_envs": {
+   "LaTeX_envs_menu_present": true,
+   "autoclose": false,
+   "autocomplete": true,
+   "bibliofile": "biblio.bib",
+   "cite_by": "apalike",
+   "current_citInitial": 1,
+   "eqLabelWithNumbers": true,
+   "eqNumInitial": 1,
+   "hotkeys": {
+    "equation": "Ctrl-E",
+    "itemize": "Ctrl-I"
+   },
+   "labels_anchors": false,
+   "latex_user_defs": false,
+   "report_style_numbering": false,
+   "user_envs_cfg": false
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  },
+  "varInspector": {
+   "cols": {
+    "lenName": 16,
+    "lenType": 16,
+    "lenVar": 40
+   },
+   "kernels_config": {
+    "python": {
+     "delete_cmd_postfix": "",
+     "delete_cmd_prefix": "del ",
+     "library": "var_list.py",
+     "varRefreshCmd": "print(var_dic_list())"
+    },
+    "r": {
+     "delete_cmd_postfix": ") ",
+     "delete_cmd_prefix": "rm(",
+     "library": "var_list.r",
+     "varRefreshCmd": "cat(var_dic_list()) "
+    }
+   },
+   "types_to_exclude": [
+    "module",
+    "function",
+    "builtin_function_or_method",
+    "instance",
+    "_Feature"
+   ],
+   "window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/notebooks/simple_example_3.png b/notebooks/simple_example_3.png
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diff --git a/notebooks/simple_example_3_manual_control.ipynb b/notebooks/simple_example_3_manual_control.ipynb
new file mode 100644
index 0000000..6527e12
--- /dev/null
+++ b/notebooks/simple_example_3_manual_control.ipynb
@@ -0,0 +1,182 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Simple Example 3 - Manual Control\n",
+    "This opens a separate window, and a text box in the Jupyter notebook.\n",
+    "\n",
+    "eg Enter `\"0 2 s<enter>\"` to tell agent 0 to step forward, and step the environment.\n",
+    "\n",
+    "You should be able to see the red agent step forward, and get a reward from the env, looking like this:\n",
+    "\n",
+    "`Rewards:  {0: -1.0, 1: -1.0}   [done= {0: False, 1: False, '__all__': False} ]`\n",
+    "\n",
+    "Note that this example is set up to use the straightforward \"PIL\" renderer - without the special SBB artwork!\n",
+    "The agent observations are displayed as squares of varying sizes, with a paler version of the agent colour.  The targets are half-size squares in the full agent colour.\n",
+    "\n",
+    "You can switch to the \"PILSVG\" renderer which is prettier but currently renders the agents one step behind, because it needs to know which way the agent is turning.  This can be confusing if you are debugging step-by-step.\n",
+    "\n",
+    "The image below is what the separate window should look like."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "![simple_example_3.png](simple_example_3.png)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import random\n",
+    "import numpy as np\n",
+    "from flatland.envs.generators import random_rail_generator\n",
+    "from flatland.envs.observations import TreeObsForRailEnv\n",
+    "from flatland.envs.rail_env import RailEnv\n",
+    "from flatland.utils.rendertools import RenderTool"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "random.seed(1)\n",
+    "np.random.seed(1)\n",
+    "\n",
+    "env = RailEnv(width=7,\n",
+    "              height=7,\n",
+    "              rail_generator=random_rail_generator(),\n",
+    "              number_of_agents=2,\n",
+    "              obs_builder_object=TreeObsForRailEnv(max_depth=2))\n",
+    "\n",
+    "# Print the observation vector for agent 0\n",
+    "obs, all_rewards, done, _ = env.step({0: 0})\n",
+    "for i in range(env.get_num_agents()):\n",
+    "    env.obs_builder.util_print_obs_subtree(tree=obs[i], num_features_per_node=7)\n",
+    "\n",
+    "env_renderer = RenderTool(env, gl=\"PIL\")\n",
+    "# env_renderer = RenderTool(env, gl=\"PILSVG\")\n",
+    "\n",
+    "env_renderer.renderEnv(show=True, frames=True)\n",
+    "env_renderer.renderEnv(show=True, frames=True)\n",
+    "\n",
+    "print(\"Manual control: s=perform step, q=quit, [agent id] [1-2-3 action] \\\n",
+    "       (turnleft+move, move to front, turnright+move)\")\n",
+    "for step in range(100):\n",
+    "    cmd = input(\">> \")\n",
+    "    cmds = cmd.split(\" \")\n",
+    "\n",
+    "    action_dict = {}\n",
+    "\n",
+    "    i = 0\n",
+    "    while i < len(cmds):\n",
+    "        if cmds[i] == 'q':\n",
+    "            import sys\n",
+    "\n",
+    "            sys.exit()\n",
+    "        elif cmds[i] == 's':\n",
+    "            obs, all_rewards, done, _ = env.step(action_dict)\n",
+    "            action_dict = {}\n",
+    "            print(\"Rewards: \", all_rewards, \"  [done=\", done, \"]\")\n",
+    "        else:\n",
+    "            agent_id = int(cmds[i])\n",
+    "            action = int(cmds[i + 1])\n",
+    "            action_dict[agent_id] = action\n",
+    "            i = i + 1\n",
+    "        i += 1\n",
+    "\n",
+    "    env_renderer.renderEnv(show=True, frames=True)"
+   ]
+  }
+ ],
+ "metadata": {
+  "hide_input": false,
+  "kernelspec": {
+   "display_name": "ve367",
+   "language": "python",
+   "name": "ve367"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.6.7"
+  },
+  "latex_envs": {
+   "LaTeX_envs_menu_present": true,
+   "autoclose": false,
+   "autocomplete": true,
+   "bibliofile": "biblio.bib",
+   "cite_by": "apalike",
+   "current_citInitial": 1,
+   "eqLabelWithNumbers": true,
+   "eqNumInitial": 1,
+   "hotkeys": {
+    "equation": "Ctrl-E",
+    "itemize": "Ctrl-I"
+   },
+   "labels_anchors": false,
+   "latex_user_defs": false,
+   "report_style_numbering": false,
+   "user_envs_cfg": false
+  },
+  "toc": {
+   "base_numbering": 1,
+   "nav_menu": {},
+   "number_sections": true,
+   "sideBar": true,
+   "skip_h1_title": false,
+   "title_cell": "Table of Contents",
+   "title_sidebar": "Contents",
+   "toc_cell": false,
+   "toc_position": {},
+   "toc_section_display": true,
+   "toc_window_display": false
+  },
+  "varInspector": {
+   "cols": {
+    "lenName": 16,
+    "lenType": 16,
+    "lenVar": 40
+   },
+   "kernels_config": {
+    "python": {
+     "delete_cmd_postfix": "",
+     "delete_cmd_prefix": "del ",
+     "library": "var_list.py",
+     "varRefreshCmd": "print(var_dic_list())"
+    },
+    "r": {
+     "delete_cmd_postfix": ") ",
+     "delete_cmd_prefix": "rm(",
+     "library": "var_list.r",
+     "varRefreshCmd": "cat(var_dic_list()) "
+    }
+   },
+   "types_to_exclude": [
+    "module",
+    "function",
+    "builtin_function_or_method",
+    "instance",
+    "_Feature"
+   ],
+   "window_display": false
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
-- 
GitLab