Add Ray env class

src/primaite/notebooks/training_example_sb3.ipynb

@@ -0,0 +1,128 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from primaite.game.game import PrimaiteGame\n",
+    "from primaite.game.environment import PrimaiteGymEnv\n",
+    "import yaml"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from primaite.config.load import example_config_path"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "installing DNSServer on node domain_controller\n",
+      "installing DatabaseClient on node web_server\n",
+      "installing WebServer on node web_server\n",
+      "installing DatabaseService on node database_server\n",
+      "service type not found DatabaseBackup\n",
+      "installing DataManipulationBot on node client_1\n",
+      "installing DNSClient on node client_1\n",
+      "installing DNSClient on node client_2\n"
+     ]
+    }
+   ],
+   "source": [
+    "with open(example_config_path(), 'r') as f:\n",
+    "    cfg = yaml.safe_load(f)\n",
+    "\n",
+    "game = PrimaiteGame.from_config(cfg)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "gym = PrimaiteGymEnv(game=game, agents=game.rl_agents)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from stable_baselines3 import PPO"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "model = PPO('MlpPolicy', gym)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<stable_baselines3.ppo.ppo.PPO at 0x7f75352526e0>"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "model.learn(total_timesteps=1000)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "model.save(\"deleteme\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}