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@hatashiro
Last active July 31, 2024 06:24
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Rendering OpenAI gym in Google Colab with virtual displays
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "gym_virtual_display_example.ipynb",
"provenance": [],
"toc_visible": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
}
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "-cWgonCfVnCj"
},
"source": [
"# Install dependencies"
]
},
{
"cell_type": "code",
"metadata": {
"id": "h_Ihv7mPPM4D"
},
"source": [
"!apt-get install -y xvfb ffmpeg > /dev/null 2>&1\n",
"!pip install pyvirtualdisplay > /dev/null 2>&1"
],
"execution_count": 4,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "IHs2js8jxwPj"
},
"source": [
"import gym\n",
"env = gym.make(\"MsPacman-v0\")"
],
"execution_count": 6,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "izxwSQYUxhgO"
},
"source": [
"# Render env as images"
]
},
{
"cell_type": "code",
"metadata": {
"id": "lMy3TqZZxpjt"
},
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"def render_as_image(env):\n",
" plt.imshow(env.render(mode='rgb_array'))\n",
" plt.axis('off')\n",
" plt.show()"
],
"execution_count": 8,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "wjhNUxjKx3lR"
},
"source": [
"## Usage"
]
},
{
"cell_type": "code",
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 248
},
"id": "5cUDm-y4x4zZ",
"outputId": "a51574a1-d063-451e-e3f4-5cf587a384c7"
},
"source": [
"render_as_image(env)"
],
"execution_count": 9,
"outputs": [
{
"output_type": "display_data",
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "GgFgHBBEx8Ib"
},
"source": [
"# Render env as videos"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "KKDOiovryZDn"
},
"source": [
"Create a virtual display with the Xvfb backend."
]
},
{
"cell_type": "code",
"metadata": {
"id": "3DKFcLyZyVIF"
},
"source": [
"import os\n",
"import pyvirtualdisplay\n",
"\n",
"if not os.environ.get('DISPLAY'):\n",
" pyvirtualdisplay.Display(visible=0, size=(1400, 900)).start()"
],
"execution_count": 11,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "xki2CpvAzM5n"
},
"source": [
"Define a helper function `embed_video()` to embed a video in the notebook."
]
},
{
"cell_type": "code",
"metadata": {
"id": "5H9c7yK0yjGv"
},
"source": [
"import base64\n",
"import io\n",
"from IPython import display as ipythondisplay\n",
"\n",
"def embed_video(video_path, width=640):\n",
" content = io.open(video_path, 'rb').read()\n",
" b64 = base64.b64encode(content)\n",
" video_tag = '''\n",
" <video autoplay controls style=\"height:{1}px\">\n",
" <source src=\"data:video/mp4;base64,{0}\" type=\"video/mp4\" />\n",
" </video>\n",
" '''.format(b64.decode(), width)\n",
" ipythondisplay.display(ipythondisplay.HTML(video_tag))"
],
"execution_count": 59,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "r_5sBKvKzouH"
},
"source": [
"A recorder object to record each frame and output video."
]
},
{
"cell_type": "code",
"metadata": {
"id": "C0-cs6PAVkbi"
},
"source": [
"import imageio\n",
"from datetime import datetime\n",
"\n",
"def random_filename():\n",
" return datetime.now().strftime('%Y_%m_%d_%H_%M_%S.mp4')\n",
"\n",
"class VideoRecorder:\n",
" def __init__(self, filename=random_filename(), fps=30):\n",
" self.filename = filename\n",
" self.writer = imageio.get_writer(filename, fps=fps)\n",
"\n",
" def record_frame(self, env):\n",
" frame = env.render(mode='rgb_array')\n",
" self.writer.append_data(frame)\n",
"\n",
" def close(self, *args, **kwargs):\n",
" self.writer.close(*args, **kwargs)\n",
"\n",
" def play(self):\n",
" self.close()\n",
" embed_video(self.filename)\n",
"\n",
" def __enter__(self):\n",
" return self\n",
"\n",
" def __exit__(self, type, value, traceback):\n",
" self.play()"
],
"execution_count": 60,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "Cp57nm3mz0c6"
},
"source": [
"## Usage"
]
},
{
"cell_type": "code",
"metadata": {
"id": "nA4yUg6_Qffl",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 698
},
"outputId": "5331ca68-389f-49b0-b785-b831179e2ab8"
},
"source": [
"with VideoRecorder() as rec:\n",
" obs = env.reset()\n",
" while True:\n",
" rec.record_frame(env)\n",
" action = env.action_space.sample() \n",
" obs, reward, done, info = env.step(action)\n",
" if done:\n",
" break"
],
"execution_count": 61,
"outputs": [
{
"output_type": "stream",
"text": [
"WARNING:root:IMAGEIO FFMPEG_WRITER WARNING: input image is not divisible by macro_block_size=16, resizing from (210, 160) to (224, 160) to ensure video compatibility with most codecs and players. To prevent resizing, make your input image divisible by the macro_block_size or set the macro_block_size to None (risking incompatibility). You may also see a FFMPEG warning concerning speedloss due to data not being aligned.\n"
],
"name": "stderr"
},
{
"output_type": "display_data",
"data": {
"text/html": [
"\n",
" <video autoplay controls style=\"height:640px\">\n",
" <source 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" "
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {
"tags": []
}
}
]
}
]
}
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