{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "\u001b[1m> Entering new LLMBashChain chain...\u001b[0m\n",
      "通过包名com.zuoyebang.newhw.zpnetwork，启动应用，并统计冷启动耗时。\u001b[32;1m\u001b[1;3m\n",
      "\n",
      "I need to take the following actions:\n",
      "- Find the package name\n",
      "- Start the application\n",
      "- Measure the time it takes to start\n",
      "```bash\n",
      "adb shell pm list packages | grep com.zuoyebang.newhw.zpnetwork\n",
      "adb shell am start -W com.zuoyebang.newhw.zpnetwork/.MainActivity\n",
      "adb shell cat /proc/`adb shell ps | grep com.zuoyebang.newhw.zpnetwork | awk '{print $2}'`/stat | awk '{print $14}'\n",
      "```\u001b[0m\n",
      "Code: \u001b[33;1m\u001b[1;3m['adb shell pm list packages | grep com.zuoyebang.newhw.zpnetwork', 'adb shell am start -W com.zuoyebang.newhw.zpnetwork/.MainActivity', \"adb shell cat /proc/`adb shell ps | grep com.zuoyebang.newhw.zpnetwork | awk '{print $2}'`/stat | awk '{print $14}'\"]\u001b[0m\n",
      "Answer: \u001b[33;1m\u001b[1;3mpackage:com.zuoyebang.newhw.zpnetwork\n",
      "Starting: Intent { act=android.intent.action.MAIN cat=[android.intent.category.LAUNCHER] cmp=com.zuoyebang.newhw.zpnetwork/.MainActivity }\n",
      "Warning: Activity not started, intent has been delivered to currently running top-most instance.\n",
      "Status: ok\n",
      "LaunchState: UNKNOWN (0)\n",
      "Activity: com.zuoyebang.newhw.zpnetwork/.MainActivity\n",
      "TotalTime: 0\n",
      "WaitTime: 10\n",
      "Complete\n",
      "89\n",
      "\u001b[0m\n",
      "\u001b[1m> Finished chain.\u001b[0m\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "'package:com.zuoyebang.newhw.zpnetwork\\nStarting: Intent { act=android.intent.action.MAIN cat=[android.intent.category.LAUNCHER] cmp=com.zuoyebang.newhw.zpnetwork/.MainActivity }\\nWarning: Activity not started, intent has been delivered to currently running top-most instance.\\nStatus: ok\\nLaunchState: UNKNOWN (0)\\nActivity: com.zuoyebang.newhw.zpnetwork/.MainActivity\\nTotalTime: 0\\nWaitTime: 10\\nComplete\\n89\\n'"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from langchain.chains import LLMBashChain\n",
    "from langchain.llms import OpenAI\n",
    "\n",
    "llm = OpenAI(temperature=0)\n",
    "\n",
    "# text = \"查看当前目录下的文件列表，过滤出以chain开头的文件\"\n",
    "# text = \"重命名，把chain_bash.ipynb重命名为chain_bash_auto.ipynb\"\n",
    "# text = \"找出当前目录下，文件名中包含html的文件\"\n",
    "# text = \"打开路径：/Volumes/硬件-英语组资产/体验版软件-广州格灵/插件apk，安装其中所有的apk文件\"\n",
    "# text = \"查看所有应用包名，通过包名启动应用，并统计下冷启动耗时，把结果保存到~/llm/data/coldStartTimes.txt。\"\n",
    "# text = \"通过包名com.zuoyebang.newhw.zpnetwork，启动应用，并统计冷启动耗时。\"\n",
    "\n",
    "bash_chain = LLMBashChain.from_llm(llm, verbose=True)\n",
    "\n",
    "bash_chain.run(text)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "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": "3.10.10"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}