🔮🎯_AI_Atelier_AI聊天画室_V0_0_4.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/ryananan/ai-atelier/blob/V0.0.4/%F0%9F%94%AE%F0%9F%8E%AF_AI_Atelier_AI%E8%81%8A%E5%A4%A9%E7%94%BB%E5%AE%A4_V0_0_4.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "☝️☝️ Click on **Runtime** and select **Run all** 点选上方**代码执行程序**，选择**全部运行**\n",
        "\n",
        "<img src=\"https://i.imgur.com/gS91isO.png\" width=\"600px\">\n",
        "\n",
        "## 🔮🎯 AI Atelier AI聊天画室 by Muhan Xu <a href='http://www.aiiiii.com/' target='_blank'>Aiiiii</a>\n",
        "---\n",
        "\n",
        "<small>📌 Tutorial 使用指南 📌 &nbsp;[English](https://docs.google.com/document/d/1bgpnrdtS6Me0IKdqf3fv-WcDTXicDwJ8sG-_GEzRJJY/edit?usp=sharing)&nbsp; | &nbsp;[中文](https://docs.google.com/document/d/1mlFQ73ys2SGIAJ8-gfvoDQHKRMOpbEZg2IFfFvqPfAM/edit?usp=sharing)\n",
        "\n",
        "\n",
        "\n",
        "<small> ![visitors](https://visitor-badge.glitch.me/badge?page_id=ai-atlier&left_text=visitors) |\n",
        "🌍 &nbsp;[Github](https://github.com/ryananan/ai-atelier) &nbsp;🌍 | 📅 &nbsp;Last update: 2022/06/15 &nbsp;📅 &nbsp;  \n",
        "\n"
      ],
      "metadata": {
        "id": "kCEQSbbnzvO3"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 🤹 Intro & Changelog 简介 & 更新日志  🤹"
      ],
      "metadata": {
        "id": "RFW89ngadXlq"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "Based on the Disco Diffusion , we have developed a **Chinese & English version** of the AI art creation software \"AI Atelier\". We offer both **Text-To-Image** models (Disco Diffusion and VQGAN+CLIP) and **Text-To-Text** (GPT-J-6B and GPT-NEOX-20B) as options.</a>\n",
        "\n",
        "<br>\n",
        "\n",
        "在Disco Diffusion模型的基础上，我们开发了一款**汉化版AI艺术创作软件“AI聊天画室”**。我们同时提供了**文本生成图像**模型（Disco Diffusion与VQGAN+CLIP）及**文本生成文本**（GPT-J-6B及GPT-NEOX-20B）可供选择。<br>\n",
        "\n",
        "<!-- ✨ Feel free to add your ideas to [google doc](https://docs.google.com/document/d/1ptngTuemhWBEZgPj8ehqO42hCJKv507ftTyXFP8ZA7E/edit?usp=sharing) here : )<br/>\n",
        "\n",
        "✨ 欢迎留下你的想法到这个[谷歌文档](https://docs.google.com/document/d/1ptngTuemhWBEZgPj8ehqO42hCJKv507ftTyXFP8ZA7E/edit?usp=sharing)里 : ) -->\n",
        "\n",
        "<br>\n",
        "\n",
        " "
      ],
      "metadata": {
        "id": "gJLaZtEtZpzS"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "#### **🍻 What's New   新增功能 🍻** \n",
        "`V0.0.4`\n",
        "\n",
        "· Add Chinese translation 新增汉化翻译<br/>\n",
        "· Add chatbot(text-to-text) generation 新增聊天机器人（文本生成文本） <br/>\n",
        "· Optimise files saving structure 优化文件保存结构 <br/>\n",
        "· Update GUI and colour scheme to improve readability 优化界面及色彩主题以提升可读性 <br/>\n",
        "· Host api for authorization 新增用于授权的API接口 <br/>\n",
        "\n",
        "`V0.0.3`\n",
        "\n",
        "· Save your own settings to google drive 可保存你的参数设置至谷歌云盘<br/>\n",
        "· Save generated process video to google drive 可将生成过程的视频保存至谷歌云盘 <br/>\n",
        "· More prompt enhancers 新增风格类形容词 <br/>\n",
        "· Improve GUI of colab notebook 优化界面排版 <br/>\n",
        "· Default image size set to 16:9 默认图像尺寸设置为16:9 <br/>\n",
        "· Fix 'seed' value error  修复 \"种子\"值不同步的错误<br/>\n"
      ],
      "metadata": {
        "id": "0mVm5J-TZpzU"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "#### **💭  To-do 待开发 💭**\n",
        "✅ Buildin GPT-J-6B chatbot  搭建GPT-J-6B聊天机器人 <br/>\n",
        "☑️ Create 2D and 3D animations and not only still frames (from Disco Diffusion v5 and VQGAN Animations)  创建2D和3D动画，而非静态图像（来自Disco Diffusion v5和VQGAN Animations）<br/>\n",
        "☑️ Restore your own settings  导入并恢复你的图像设置<br/>\n",
        "☑️ Input audio and images for generation instead of just text 输入音频和图片进行生成，而不仅仅是文字。<br/>\n",
        "☑️ Prompt generator 关键词生成器<br/>\n",
        "<br/>\n"
      ],
      "metadata": {
        "id": "wl3lQWeyZpzU"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "### 📜 Credits & License 致谢 & 许可证 📜"
      ],
      "metadata": {
        "id": "ykFe_p49Sk03"
      }
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "iNNiR98HZpzT"
      },
      "source": [
        "<p>AI Atelier by Muhan Xu <b><a href='http://www.aiiiii.com/' target='_blank'>Aiiiii</a></b><br>\n",
        "<small><p>This would not be possible without the brilliant work of MindsEye beta develop by <a href='https://twitter.com/multimodalart' target='_blank'>@multimodalart</a> and gpt-j-api by <a href='https://github.com/vicgalle' target='_blank'>Víctor Gallego.</a><br>\n",
        "<a href=\"https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb\" target=\"_blank\">Disco Diffusion v5</a> model by <a href=\"https://twitter.com/somnai_dreams\" target=\"_blank\">@somnai_dreams</a> and <a href=\"https://twitter.com/gandamu\" target=\"_blank\">@gandamu</a>, based on the foundational work of <a href=\"https://twitter.com/RiversHaveWings\">@RiversHaveWings</a>, with modifications by <a href=\"https://twitter.com/danielrussruss\" target=\"_blank\">@danielrussruss</a>, <a href=\"https://github.com/Dango233\" target=\"_blank\">Dango233</a>, <a href=\"https://twitter.com/chigozienri\">Chigozie Nri</a>, <a href=\"https://twitter.com/softologyComAu\" target=\"_blank\">@softologyComAu</a> and others.<br><a href=\"https://colab.research.google.com/drive/1N4UNSbtNMd31N_gAT9rAm8ZzPh62Y5ud\" target=\"_blank\">Hypertron v2</a> VQGAN model by <a href=\"https://github.com/Philipuss1\" target=\"_blank\">Philipuss</a> adapted from <a href=\"https://twitter.com/RiversHaveWings\">@RiversHaveWings</a> with modifications by <a href=\"https://twitter.com/jbusted1\">@jbusted1</a>, <a href=\"https://twitter.com/softologyComAu\" target=\"_blank\">@softologyComAu</a> and others. Original GAN+CLIP by <a href=\"https://twitter.com/advadnoun\">@advadnoun</a>. <a href=\"https://github.com/openai/CLIP\" target=\"_blank\">CLIP</a> and <a href=\"https://github.com/openai/guided-diffusion\" target=\"_blank\">Guided Diffusion</a> were originally released by <a href=\"https://openai.com\" target=\"_blank\">OpenAI</a>. <a href=\"https://github.com/CompVis/taming-transformers\" target=\"_blank\">VQGAN</a> was released by <a href=\"https://github.com/CompVis\" target=\"_blank\">CompVis Heidelberg.</a><br>\n",
        "API access to large language models by <a href=\"https://textsynth.com/\" target=\"_blank\">TextSynth.</a> Translation powered by <a href=\"https://translate.google.com/\" target=\"_blank\">Google</a>. </small><br>\n",
        "\n",
        "---\n",
        "<p>AI聊天画室 by Muhan Xu <b><a href='http://www.aiiiii.com/' target='_blank'>Aiiiii</a></b><br>\n",
        "<small><p>感谢<a href='https://twitter.com/multimodalart' target='_blank'>@multimodalart</a>的MindsEye beta 与 <a href='https://github.com/vicgalle' target='_blank'>Víctor Gallego</a>的gpt-j-api的开创性作品，本软件才能得以实现。<br>\n",
        "<a href=\"https://colab.research.google.com/github/alembics/disco-diffusion/blob/main/Disco_Diffusion.ipynb\" target=\"_blank\">Disco Diffusion v5</a>模型由<a href=\"https://twitter.com/somnai_dreams\" target=\"_blank\">@somnai_dreams</a>与<a href=\"https://twitter.com/gandamu\" target=\"_blank\">@gandamu</a>所开发。基于<a href=\"https://twitter.com/RiversHaveWings\">@RiversHaveWings</a>开创性的基础工作，以及<a href=\"https://twitter.com/danielrussruss\" target=\"_blank\">@danielrussruss</a>，<a href=\"https://github.com/Dango233\" target=\"_blank\">Dango233</a>，<a href=\"https://twitter.com/chigozienri\">Chigozie Nri</a>，<a href=\"https://twitter.com/softologyComAu\" target=\"_blank\">@softologyComAu</a>等其他人对其进一步的优化。参数的中文翻译基于<a href=\"https://github.com/Vultur\">Vultur</a>。<br>\n",
        "<a href=\"https://colab.research.google.com/drive/1N4UNSbtNMd31N_gAT9rAm8ZzPh62Y5ud\" target=\"_blank\">Hypertron v2</a>VQGAN 模型由<a href=\"https://github.com/Philipuss1\" target=\"_blank\">Philipuss</a>改编自<a href=\"https://twitter.com/RiversHaveWings\">@RiversHaveWings</a>， 并由<a href=\"https://twitter.com/jbusted1\">@jbusted1</a>和<a href=\"https://twitter.com/softologyComAu\" target=\"_blank\">@softologyComAu</a>等其他人进一步修改。 原始GAN+CLIP由<a href=\"https://twitter.com/advadnoun\">@advadnoun</a>所提供。<a href=\"https://github.com/openai/CLIP\" target=\"_blank\">CLIP</a>和<a href=\"https://github.com/openai/guided-diffusion\" target=\"_blank\">Guided Diffusion</a>最初由<a href=\"https://openai.com\" target=\"_blank\">OpenAI</a>发布。<a href=\"https://github.com/CompVis/taming-transformers\" target=\"_blank\">VQGAN</a>则是由<a href=\"https://github.com/CompVis\" target=\"_blank\">CompVis Heidelberg</a>发布的。<br>\n",
        "对大型语言模型的API访问由<a href=\"https://textsynth.com/\" target=\"_blank\">TextSynth</a>提供。翻译技术来自<a href=\"https://translate.google.com/\" target=\"_blank\">谷歌</a>。</small><br>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#### **GNU Affero General Public License v3.0**\n",
        "Making available complete source code of licensed works and modifications, which include larger works using a licensed work, `under the same license`. Copyright and license notices must be preserved. Contributors provide an express grant of patent rights. When a modified version is used to provide a service over a network, the complete source code of the modified version must be made available. </br>\n",
        "\n",
        "如果您将本程序二次开发或者提供给他人使用（即使是仅作为在线工具提供服务），您必须`延用AGPL许可证`且在网上开源共享你修改的版本。相应的版权和许可声明必须保留。\n",
        "</br>\n",
        "</br>\n",
        "🟢 Permissions 许可权限</br>\n",
        "· Commercial use · Modification · Distribution · Patent use · Private use  </br>\n",
        "· 商业应用 · 修改 · 发布发行\t· 专利使用 · 个人使用  </br>\n",
        "</br>\n",
        "🔴 Limitations 限制 </br>\n",
        "· Liability · Warranty </br>\n",
        "· 义务\t· 报修维护\t  </br>\n",
        "</br>\n",
        "🔵 Conditions </br>\n",
        "· License and copyright notice · State changes · Disclose source · Network use is distribution · Same license </br>\n",
        "· 注明协议和版权 · 注明变更\t · 公开源码\t\t· 网络访问服务也属于发布发行 · 延用同协议  </br>\n",
        "\n",
        "</br>\n",
        "\n",
        "[More info](https://www.gnu.org/licenses/agpl-3.0.en.html) ｜ 相关信息 [[1]](https://machbbs.com/v2ex/375293) [[2]](https://zhuanlan.zhihu.com/p/340135415) \n"
      ],
      "metadata": {
        "id": "avnwFTgrUFgC"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# @title Licensed under the AGPL-3.0 License\n",
        "\n",
        "#                     GNU AFFERO GENERAL PUBLIC LICENSE\n",
        "#                        Version 3, 19 November 2007\n",
        "\n",
        "#  Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>\n",
        "#  Everyone is permitted to copy and distribute verbatim copies\n",
        "#  of this license document, but changing it is not allowed.\n",
        "\n",
        "#                             Preamble\n",
        "\n",
        "#   The GNU Affero General Public License is a free, copyleft license for\n",
        "# software and other kinds of works, specifically designed to ensure\n",
        "# cooperation with the community in the case of network server software.\n",
        "\n",
        "#   The licenses for most software and other practical works are designed\n",
        "# to take away your freedom to share and change the works.  By contrast,\n",
        "# our General Public Licenses are intended to guarantee your freedom to\n",
        "# share and change all versions of a program--to make sure it remains free\n",
        "# software for all its users.\n",
        "\n",
        "#   When we speak of free software, we are referring to freedom, not\n",
        "# price.  Our General Public Licenses are designed to make sure that you\n",
        "# have the freedom to distribute copies of free software (and charge for\n",
        "# them if you wish), that you receive source code or can get it if you\n",
        "# want it, that you can change the software or use pieces of it in new\n",
        "# free programs, and that you know you can do these things.\n",
        "\n",
        "#   Developers that use our General Public Licenses protect your rights\n",
        "# with two steps: (1) assert copyright on the software, and (2) offer\n",
        "# you this License which gives you legal permission to copy, distribute\n",
        "# and/or modify the software.\n",
        "\n",
        "#   A secondary benefit of defending all users' freedom is that\n",
        "# improvements made in alternate versions of the program, if they\n",
        "# receive widespread use, become available for other developers to\n",
        "# incorporate.  Many developers of free software are heartened and\n",
        "# encouraged by the resulting cooperation.  However, in the case of\n",
        "# software used on network servers, this result may fail to come about.\n",
        "# The GNU General Public License permits making a modified version and\n",
        "# letting the public access it on a server without ever releasing its\n",
        "# source code to the public.\n",
        "\n",
        "#   The GNU Affero General Public License is designed specifically to\n",
        "# ensure that, in such cases, the modified source code becomes available\n",
        "# to the community.  It requires the operator of a network server to\n",
        "# provide the source code of the modified version running there to the\n",
        "# users of that server.  Therefore, public use of a modified version, on\n",
        "# a publicly accessible server, gives the public access to the source\n",
        "# code of the modified version.\n",
        "\n",
        "#   An older license, called the Affero General Public License and\n",
        "# published by Affero, was designed to accomplish similar goals.  This is\n",
        "# a different license, not a version of the Affero GPL, but Affero has\n",
        "# released a new version of the Affero GPL which permits relicensing under\n",
        "# this license.\n",
        "\n",
        "#   The precise terms and conditions for copying, distribution and\n",
        "# modification follow.\n",
        "\n",
        "#                        TERMS AND CONDITIONS\n",
        "\n",
        "#   0. Definitions.\n",
        "\n",
        "#   \"This License\" refers to version 3 of the GNU Affero General Public License.\n",
        "\n",
        "#   \"Copyright\" also means copyright-like laws that apply to other kinds of\n",
        "# works, such as semiconductor masks.\n",
        "\n",
        "#   \"The Program\" refers to any copyrightable work licensed under this\n",
        "# License.  Each licensee is addressed as \"you\".  \"Licensees\" and\n",
        "# \"recipients\" may be individuals or organizations.\n",
        "\n",
        "#   To \"modify\" a work means to copy from or adapt all or part of the work\n",
        "# in a fashion requiring copyright permission, other than the making of an\n",
        "# exact copy.  The resulting work is called a \"modified version\" of the\n",
        "# earlier work or a work \"based on\" the earlier work.\n",
        "\n",
        "#   A \"covered work\" means either the unmodified Program or a work based\n",
        "# on the Program.\n",
        "\n",
        "#   To \"propagate\" a work means to do anything with it that, without\n",
        "# permission, would make you directly or secondarily liable for\n",
        "# infringement under applicable copyright law, except executing it on a\n",
        "# computer or modifying a private copy.  Propagation includes copying,\n",
        "# distribution (with or without modification), making available to the\n",
        "# public, and in some countries other activities as well.\n",
        "\n",
        "#   To \"convey\" a work means any kind of propagation that enables other\n",
        "# parties to make or receive copies.  Mere interaction with a user through\n",
        "# a computer network, with no transfer of a copy, is not conveying.\n",
        "\n",
        "#   An interactive user interface displays \"Appropriate Legal Notices\"\n",
        "# to the extent that it includes a convenient and prominently visible\n",
        "# feature that (1) displays an appropriate copyright notice, and (2)\n",
        "# tells the user that there is no warranty for the work (except to the\n",
        "# extent that warranties are provided), that licensees may convey the\n",
        "# work under this License, and how to view a copy of this License.  If\n",
        "# the interface presents a list of user commands or options, such as a\n",
        "# menu, a prominent item in the list meets this criterion.\n",
        "\n",
        "#   1. Source Code.\n",
        "\n",
        "#   The \"source code\" for a work means the preferred form of the work\n",
        "# for making modifications to it.  \"Object code\" means any non-source\n",
        "# form of a work.\n",
        "\n",
        "#   A \"Standard Interface\" means an interface that either is an official\n",
        "# standard defined by a recognized standards body, or, in the case of\n",
        "# interfaces specified for a particular programming language, one that\n",
        "# is widely used among developers working in that language.\n",
        "\n",
        "#   The \"System Libraries\" of an executable work include anything, other\n",
        "# than the work as a whole, that (a) is included in the normal form of\n",
        "# packaging a Major Component, but which is not part of that Major\n",
        "# Component, and (b) serves only to enable use of the work with that\n",
        "# Major Component, or to implement a Standard Interface for which an\n",
        "# implementation is available to the public in source code form.  A\n",
        "# \"Major Component\", in this context, means a major essential component\n",
        "# (kernel, window system, and so on) of the specific operating system\n",
        "# (if any) on which the executable work runs, or a compiler used to\n",
        "# produce the work, or an object code interpreter used to run it.\n",
        "\n",
        "#   The \"Corresponding Source\" for a work in object code form means all\n",
        "# the source code needed to generate, install, and (for an executable\n",
        "# work) run the object code and to modify the work, including scripts to\n",
        "# control those activities.  However, it does not include the work's\n",
        "# System Libraries, or general-purpose tools or generally available free\n",
        "# programs which are used unmodified in performing those activities but\n",
        "# which are not part of the work.  For example, Corresponding Source\n",
        "# includes interface definition files associated with source files for\n",
        "# the work, and the source code for shared libraries and dynamically\n",
        "# linked subprograms that the work is specifically designed to require,\n",
        "# such as by intimate data communication or control flow between those\n",
        "# subprograms and other parts of the work.\n",
        "\n",
        "#   The Corresponding Source need not include anything that users\n",
        "# can regenerate automatically from other parts of the Corresponding\n",
        "# Source.\n",
        "\n",
        "#   The Corresponding Source for a work in source code form is that\n",
        "# same work.\n",
        "\n",
        "#   2. Basic Permissions.\n",
        "\n",
        "#   All rights granted under this License are granted for the term of\n",
        "# copyright on the Program, and are irrevocable provided the stated\n",
        "# conditions are met.  This License explicitly affirms your unlimited\n",
        "# permission to run the unmodified Program.  The output from running a\n",
        "# covered work is covered by this License only if the output, given its\n",
        "# content, constitutes a covered work.  This License acknowledges your\n",
        "# rights of fair use or other equivalent, as provided by copyright law.\n",
        "\n",
        "#   You may make, run and propagate covered works that you do not\n",
        "# convey, without conditions so long as your license otherwise remains\n",
        "# in force.  You may convey covered works to others for the sole purpose\n",
        "# of having them make modifications exclusively for you, or provide you\n",
        "# with facilities for running those works, provided that you comply with\n",
        "# the terms of this License in conveying all material for which you do\n",
        "# not control copyright.  Those thus making or running the covered works\n",
        "# for you must do so exclusively on your behalf, under your direction\n",
        "# and control, on terms that prohibit them from making any copies of\n",
        "# your copyrighted material outside their relationship with you.\n",
        "\n",
        "#   Conveying under any other circumstances is permitted solely under\n",
        "# the conditions stated below.  Sublicensing is not allowed; section 10\n",
        "# makes it unnecessary.\n",
        "\n",
        "#   3. Protecting Users' Legal Rights From Anti-Circumvention Law.\n",
        "\n",
        "#   No covered work shall be deemed part of an effective technological\n",
        "# measure under any applicable law fulfilling obligations under article\n",
        "# 11 of the WIPO copyright treaty adopted on 20 December 1996, or\n",
        "# similar laws prohibiting or restricting circumvention of such\n",
        "# measures.\n",
        "\n",
        "#   When you convey a covered work, you waive any legal power to forbid\n",
        "# circumvention of technological measures to the extent such circumvention\n",
        "# is effected by exercising rights under this License with respect to\n",
        "# the covered work, and you disclaim any intention to limit operation or\n",
        "# modification of the work as a means of enforcing, against the work's\n",
        "# users, your or third parties' legal rights to forbid circumvention of\n",
        "# technological measures.\n",
        "\n",
        "#   4. Conveying Verbatim Copies.\n",
        "\n",
        "#   You may convey verbatim copies of the Program's source code as you\n",
        "# receive it, in any medium, provided that you conspicuously and\n",
        "# appropriately publish on each copy an appropriate copyright notice;\n",
        "# keep intact all notices stating that this License and any\n",
        "# non-permissive terms added in accord with section 7 apply to the code;\n",
        "# keep intact all notices of the absence of any warranty; and give all\n",
        "# recipients a copy of this License along with the Program.\n",
        "\n",
        "#   You may charge any price or no price for each copy that you convey,\n",
        "# and you may offer support or warranty protection for a fee.\n",
        "\n",
        "#   5. Conveying Modified Source Versions.\n",
        "\n",
        "#   You may convey a work based on the Program, or the modifications to\n",
        "# produce it from the Program, in the form of source code under the\n",
        "# terms of section 4, provided that you also meet all of these conditions:\n",
        "\n",
        "#     a) The work must carry prominent notices stating that you modified\n",
        "#     it, and giving a relevant date.\n",
        "\n",
        "#     b) The work must carry prominent notices stating that it is\n",
        "#     released under this License and any conditions added under section\n",
        "#     7.  This requirement modifies the requirement in section 4 to\n",
        "#     \"keep intact all notices\".\n",
        "\n",
        "#     c) You must license the entire work, as a whole, under this\n",
        "#     License to anyone who comes into possession of a copy.  This\n",
        "#     License will therefore apply, along with any applicable section 7\n",
        "#     additional terms, to the whole of the work, and all its parts,\n",
        "#     regardless of how they are packaged.  This License gives no\n",
        "#     permission to license the work in any other way, but it does not\n",
        "#     invalidate such permission if you have separately received it.\n",
        "\n",
        "#     d) If the work has interactive user interfaces, each must display\n",
        "#     Appropriate Legal Notices; however, if the Program has interactive\n",
        "#     interfaces that do not display Appropriate Legal Notices, your\n",
        "#     work need not make them do so.\n",
        "\n",
        "#   A compilation of a covered work with other separate and independent\n",
        "# works, which are not by their nature extensions of the covered work,\n",
        "# and which are not combined with it such as to form a larger program,\n",
        "# in or on a volume of a storage or distribution medium, is called an\n",
        "# \"aggregate\" if the compilation and its resulting copyright are not\n",
        "# used to limit the access or legal rights of the compilation's users\n",
        "# beyond what the individual works permit.  Inclusion of a covered work\n",
        "# in an aggregate does not cause this License to apply to the other\n",
        "# parts of the aggregate.\n",
        "\n",
        "#   6. Conveying Non-Source Forms.\n",
        "\n",
        "#   You may convey a covered work in object code form under the terms\n",
        "# of sections 4 and 5, provided that you also convey the\n",
        "# machine-readable Corresponding Source under the terms of this License,\n",
        "# in one of these ways:\n",
        "\n",
        "#     a) Convey the object code in, or embodied in, a physical product\n",
        "#     (including a physical distribution medium), accompanied by the\n",
        "#     Corresponding Source fixed on a durable physical medium\n",
        "#     customarily used for software interchange.\n",
        "\n",
        "#     b) Convey the object code in, or embodied in, a physical product\n",
        "#     (including a physical distribution medium), accompanied by a\n",
        "#     written offer, valid for at least three years and valid for as\n",
        "#     long as you offer spare parts or customer support for that product\n",
        "#     model, to give anyone who possesses the object code either (1) a\n",
        "#     copy of the Corresponding Source for all the software in the\n",
        "#     product that is covered by this License, on a durable physical\n",
        "#     medium customarily used for software interchange, for a price no\n",
        "#     more than your reasonable cost of physically performing this\n",
        "#     conveying of source, or (2) access to copy the\n",
        "#     Corresponding Source from a network server at no charge.\n",
        "\n",
        "#     c) Convey individual copies of the object code with a copy of the\n",
        "#     written offer to provide the Corresponding Source.  This\n",
        "#     alternative is allowed only occasionally and noncommercially, and\n",
        "#     only if you received the object code with such an offer, in accord\n",
        "#     with subsection 6b.\n",
        "\n",
        "#     d) Convey the object code by offering access from a designated\n",
        "#     place (gratis or for a charge), and offer equivalent access to the\n",
        "#     Corresponding Source in the same way through the same place at no\n",
        "#     further charge.  You need not require recipients to copy the\n",
        "#     Corresponding Source along with the object code.  If the place to\n",
        "#     copy the object code is a network server, the Corresponding Source\n",
        "#     may be on a different server (operated by you or a third party)\n",
        "#     that supports equivalent copying facilities, provided you maintain\n",
        "#     clear directions next to the object code saying where to find the\n",
        "#     Corresponding Source.  Regardless of what server hosts the\n",
        "#     Corresponding Source, you remain obligated to ensure that it is\n",
        "#     available for as long as needed to satisfy these requirements.\n",
        "\n",
        "#     e) Convey the object code using peer-to-peer transmission, provided\n",
        "#     you inform other peers where the object code and Corresponding\n",
        "#     Source of the work are being offered to the general public at no\n",
        "#     charge under subsection 6d.\n",
        "\n",
        "#   A separable portion of the object code, whose source code is excluded\n",
        "# from the Corresponding Source as a System Library, need not be\n",
        "# included in conveying the object code work.\n",
        "\n",
        "#   A \"User Product\" is either (1) a \"consumer product\", which means any\n",
        "# tangible personal property which is normally used for personal, family,\n",
        "# or household purposes, or (2) anything designed or sold for incorporation\n",
        "# into a dwelling.  In determining whether a product is a consumer product,\n",
        "# doubtful cases shall be resolved in favor of coverage.  For a particular\n",
        "# product received by a particular user, \"normally used\" refers to a\n",
        "# typical or common use of that class of product, regardless of the status\n",
        "# of the particular user or of the way in which the particular user\n",
        "# actually uses, or expects or is expected to use, the product.  A product\n",
        "# is a consumer product regardless of whether the product has substantial\n",
        "# commercial, industrial or non-consumer uses, unless such uses represent\n",
        "# the only significant mode of use of the product.\n",
        "\n",
        "#   \"Installation Information\" for a User Product means any methods,\n",
        "# procedures, authorization keys, or other information required to install\n",
        "# and execute modified versions of a covered work in that User Product from\n",
        "# a modified version of its Corresponding Source.  The information must\n",
        "# suffice to ensure that the continued functioning of the modified object\n",
        "# code is in no case prevented or interfered with solely because\n",
        "# modification has been made.\n",
        "\n",
        "#   If you convey an object code work under this section in, or with, or\n",
        "# specifically for use in, a User Product, and the conveying occurs as\n",
        "# part of a transaction in which the right of possession and use of the\n",
        "# User Product is transferred to the recipient in perpetuity or for a\n",
        "# fixed term (regardless of how the transaction is characterized), the\n",
        "# Corresponding Source conveyed under this section must be accompanied\n",
        "# by the Installation Information.  But this requirement does not apply\n",
        "# if neither you nor any third party retains the ability to install\n",
        "# modified object code on the User Product (for example, the work has\n",
        "# been installed in ROM).\n",
        "\n",
        "#   The requirement to provide Installation Information does not include a\n",
        "# requirement to continue to provide support service, warranty, or updates\n",
        "# for a work that has been modified or installed by the recipient, or for\n",
        "# the User Product in which it has been modified or installed.  Access to a\n",
        "# network may be denied when the modification itself materially and\n",
        "# adversely affects the operation of the network or violates the rules and\n",
        "# protocols for communication across the network.\n",
        "\n",
        "#   Corresponding Source conveyed, and Installation Information provided,\n",
        "# in accord with this section must be in a format that is publicly\n",
        "# documented (and with an implementation available to the public in\n",
        "# source code form), and must require no special password or key for\n",
        "# unpacking, reading or copying.\n",
        "\n",
        "#   7. Additional Terms.\n",
        "\n",
        "#   \"Additional permissions\" are terms that supplement the terms of this\n",
        "# License by making exceptions from one or more of its conditions.\n",
        "# Additional permissions that are applicable to the entire Program shall\n",
        "# be treated as though they were included in this License, to the extent\n",
        "# that they are valid under applicable law.  If additional permissions\n",
        "# apply only to part of the Program, that part may be used separately\n",
        "# under those permissions, but the entire Program remains governed by\n",
        "# this License without regard to the additional permissions.\n",
        "\n",
        "#   When you convey a copy of a covered work, you may at your option\n",
        "# remove any additional permissions from that copy, or from any part of\n",
        "# it.  (Additional permissions may be written to require their own\n",
        "# removal in certain cases when you modify the work.)  You may place\n",
        "# additional permissions on material, added by you to a covered work,\n",
        "# for which you have or can give appropriate copyright permission.\n",
        "\n",
        "#   Notwithstanding any other provision of this License, for material you\n",
        "# add to a covered work, you may (if authorized by the copyright holders of\n",
        "# that material) supplement the terms of this License with terms:\n",
        "\n",
        "#     a) Disclaiming warranty or limiting liability differently from the\n",
        "#     terms of sections 15 and 16 of this License; or\n",
        "\n",
        "#     b) Requiring preservation of specified reasonable legal notices or\n",
        "#     author attributions in that material or in the Appropriate Legal\n",
        "#     Notices displayed by works containing it; or\n",
        "\n",
        "#     c) Prohibiting misrepresentation of the origin of that material, or\n",
        "#     requiring that modified versions of such material be marked in\n",
        "#     reasonable ways as different from the original version; or\n",
        "\n",
        "#     d) Limiting the use for publicity purposes of names of licensors or\n",
        "#     authors of the material; or\n",
        "\n",
        "#     e) Declining to grant rights under trademark law for use of some\n",
        "#     trade names, trademarks, or service marks; or\n",
        "\n",
        "#     f) Requiring indemnification of licensors and authors of that\n",
        "#     material by anyone who conveys the material (or modified versions of\n",
        "#     it) with contractual assumptions of liability to the recipient, for\n",
        "#     any liability that these contractual assumptions directly impose on\n",
        "#     those licensors and authors.\n",
        "\n",
        "#   All other non-permissive additional terms are considered \"further\n",
        "# restrictions\" within the meaning of section 10.  If the Program as you\n",
        "# received it, or any part of it, contains a notice stating that it is\n",
        "# governed by this License along with a term that is a further\n",
        "# restriction, you may remove that term.  If a license document contains\n",
        "# a further restriction but permits relicensing or conveying under this\n",
        "# License, you may add to a covered work material governed by the terms\n",
        "# of that license document, provided that the further restriction does\n",
        "# not survive such relicensing or conveying.\n",
        "\n",
        "#   If you add terms to a covered work in accord with this section, you\n",
        "# must place, in the relevant source files, a statement of the\n",
        "# additional terms that apply to those files, or a notice indicating\n",
        "# where to find the applicable terms.\n",
        "\n",
        "#   Additional terms, permissive or non-permissive, may be stated in the\n",
        "# form of a separately written license, or stated as exceptions;\n",
        "# the above requirements apply either way.\n",
        "\n",
        "#   8. Termination.\n",
        "\n",
        "#   You may not propagate or modify a covered work except as expressly\n",
        "# provided under this License.  Any attempt otherwise to propagate or\n",
        "# modify it is void, and will automatically terminate your rights under\n",
        "# this License (including any patent licenses granted under the third\n",
        "# paragraph of section 11).\n",
        "\n",
        "#   However, if you cease all violation of this License, then your\n",
        "# license from a particular copyright holder is reinstated (a)\n",
        "# provisionally, unless and until the copyright holder explicitly and\n",
        "# finally terminates your license, and (b) permanently, if the copyright\n",
        "# holder fails to notify you of the violation by some reasonable means\n",
        "# prior to 60 days after the cessation.\n",
        "\n",
        "#   Moreover, your license from a particular copyright holder is\n",
        "# reinstated permanently if the copyright holder notifies you of the\n",
        "# violation by some reasonable means, this is the first time you have\n",
        "# received notice of violation of this License (for any work) from that\n",
        "# copyright holder, and you cure the violation prior to 30 days after\n",
        "# your receipt of the notice.\n",
        "\n",
        "#   Termination of your rights under this section does not terminate the\n",
        "# licenses of parties who have received copies or rights from you under\n",
        "# this License.  If your rights have been terminated and not permanently\n",
        "# reinstated, you do not qualify to receive new licenses for the same\n",
        "# material under section 10.\n",
        "\n",
        "#   9. Acceptance Not Required for Having Copies.\n",
        "\n",
        "#   You are not required to accept this License in order to receive or\n",
        "# run a copy of the Program.  Ancillary propagation of a covered work\n",
        "# occurring solely as a consequence of using peer-to-peer transmission\n",
        "# to receive a copy likewise does not require acceptance.  However,\n",
        "# nothing other than this License grants you permission to propagate or\n",
        "# modify any covered work.  These actions infringe copyright if you do\n",
        "# not accept this License.  Therefore, by modifying or propagating a\n",
        "# covered work, you indicate your acceptance of this License to do so.\n",
        "\n",
        "#   10. Automatic Licensing of Downstream Recipients.\n",
        "\n",
        "#   Each time you convey a covered work, the recipient automatically\n",
        "# receives a license from the original licensors, to run, modify and\n",
        "# propagate that work, subject to this License.  You are not responsible\n",
        "# for enforcing compliance by third parties with this License.\n",
        "\n",
        "#   An \"entity transaction\" is a transaction transferring control of an\n",
        "# organization, or substantially all assets of one, or subdividing an\n",
        "# organization, or merging organizations.  If propagation of a covered\n",
        "# work results from an entity transaction, each party to that\n",
        "# transaction who receives a copy of the work also receives whatever\n",
        "# licenses to the work the party's predecessor in interest had or could\n",
        "# give under the previous paragraph, plus a right to possession of the\n",
        "# Corresponding Source of the work from the predecessor in interest, if\n",
        "# the predecessor has it or can get it with reasonable efforts.\n",
        "\n",
        "#   You may not impose any further restrictions on the exercise of the\n",
        "# rights granted or affirmed under this License.  For example, you may\n",
        "# not impose a license fee, royalty, or other charge for exercise of\n",
        "# rights granted under this License, and you may not initiate litigation\n",
        "# (including a cross-claim or counterclaim in a lawsuit) alleging that\n",
        "# any patent claim is infringed by making, using, selling, offering for\n",
        "# sale, or importing the Program or any portion of it.\n",
        "\n",
        "#   11. Patents.\n",
        "\n",
        "#   A \"contributor\" is a copyright holder who authorizes use under this\n",
        "# License of the Program or a work on which the Program is based.  The\n",
        "# work thus licensed is called the contributor's \"contributor version\".\n",
        "\n",
        "#   A contributor's \"essential patent claims\" are all patent claims\n",
        "# owned or controlled by the contributor, whether already acquired or\n",
        "# hereafter acquired, that would be infringed by some manner, permitted\n",
        "# by this License, of making, using, or selling its contributor version,\n",
        "# but do not include claims that would be infringed only as a\n",
        "# consequence of further modification of the contributor version.  For\n",
        "# purposes of this definition, \"control\" includes the right to grant\n",
        "# patent sublicenses in a manner consistent with the requirements of\n",
        "# this License.\n",
        "\n",
        "#   Each contributor grants you a non-exclusive, worldwide, royalty-free\n",
        "# patent license under the contributor's essential patent claims, to\n",
        "# make, use, sell, offer for sale, import and otherwise run, modify and\n",
        "# propagate the contents of its contributor version.\n",
        "\n",
        "#   In the following three paragraphs, a \"patent license\" is any express\n",
        "# agreement or commitment, however denominated, not to enforce a patent\n",
        "# (such as an express permission to practice a patent or covenant not to\n",
        "# sue for patent infringement).  To \"grant\" such a patent license to a\n",
        "# party means to make such an agreement or commitment not to enforce a\n",
        "# patent against the party.\n",
        "\n",
        "#   If you convey a covered work, knowingly relying on a patent license,\n",
        "# and the Corresponding Source of the work is not available for anyone\n",
        "# to copy, free of charge and under the terms of this License, through a\n",
        "# publicly available network server or other readily accessible means,\n",
        "# then you must either (1) cause the Corresponding Source to be so\n",
        "# available, or (2) arrange to deprive yourself of the benefit of the\n",
        "# patent license for this particular work, or (3) arrange, in a manner\n",
        "# consistent with the requirements of this License, to extend the patent\n",
        "# license to downstream recipients.  \"Knowingly relying\" means you have\n",
        "# actual knowledge that, but for the patent license, your conveying the\n",
        "# covered work in a country, or your recipient's use of the covered work\n",
        "# in a country, would infringe one or more identifiable patents in that\n",
        "# country that you have reason to believe are valid.\n",
        "\n",
        "#   If, pursuant to or in connection with a single transaction or\n",
        "# arrangement, you convey, or propagate by procuring conveyance of, a\n",
        "# covered work, and grant a patent license to some of the parties\n",
        "# receiving the covered work authorizing them to use, propagate, modify\n",
        "# or convey a specific copy of the covered work, then the patent license\n",
        "# you grant is automatically extended to all recipients of the covered\n",
        "# work and works based on it.\n",
        "\n",
        "#   A patent license is \"discriminatory\" if it does not include within\n",
        "# the scope of its coverage, prohibits the exercise of, or is\n",
        "# conditioned on the non-exercise of one or more of the rights that are\n",
        "# specifically granted under this License.  You may not convey a covered\n",
        "# work if you are a party to an arrangement with a third party that is\n",
        "# in the business of distributing software, under which you make payment\n",
        "# to the third party based on the extent of your activity of conveying\n",
        "# the work, and under which the third party grants, to any of the\n",
        "# parties who would receive the covered work from you, a discriminatory\n",
        "# patent license (a) in connection with copies of the covered work\n",
        "# conveyed by you (or copies made from those copies), or (b) primarily\n",
        "# for and in connection with specific products or compilations that\n",
        "# contain the covered work, unless you entered into that arrangement,\n",
        "# or that patent license was granted, prior to 28 March 2007.\n",
        "\n",
        "#   Nothing in this License shall be construed as excluding or limiting\n",
        "# any implied license or other defenses to infringement that may\n",
        "# otherwise be available to you under applicable patent law.\n",
        "\n",
        "#   12. No Surrender of Others' Freedom.\n",
        "\n",
        "#   If conditions are imposed on you (whether by court order, agreement or\n",
        "# otherwise) that contradict the conditions of this License, they do not\n",
        "# excuse you from the conditions of this License.  If you cannot convey a\n",
        "# covered work so as to satisfy simultaneously your obligations under this\n",
        "# License and any other pertinent obligations, then as a consequence you may\n",
        "# not convey it at all.  For example, if you agree to terms that obligate you\n",
        "# to collect a royalty for further conveying from those to whom you convey\n",
        "# the Program, the only way you could satisfy both those terms and this\n",
        "# License would be to refrain entirely from conveying the Program.\n",
        "\n",
        "#   13. Remote Network Interaction; Use with the GNU General Public License.\n",
        "\n",
        "#   Notwithstanding any other provision of this License, if you modify the\n",
        "# Program, your modified version must prominently offer all users\n",
        "# interacting with it remotely through a computer network (if your version\n",
        "# supports such interaction) an opportunity to receive the Corresponding\n",
        "# Source of your version by providing access to the Corresponding Source\n",
        "# from a network server at no charge, through some standard or customary\n",
        "# means of facilitating copying of software.  This Corresponding Source\n",
        "# shall include the Corresponding Source for any work covered by version 3\n",
        "# of the GNU General Public License that is incorporated pursuant to the\n",
        "# following paragraph.\n",
        "\n",
        "#   Notwithstanding any other provision of this License, you have\n",
        "# permission to link or combine any covered work with a work licensed\n",
        "# under version 3 of the GNU General Public License into a single\n",
        "# combined work, and to convey the resulting work.  The terms of this\n",
        "# License will continue to apply to the part which is the covered work,\n",
        "# but the work with which it is combined will remain governed by version\n",
        "# 3 of the GNU General Public License.\n",
        "\n",
        "#   14. Revised Versions of this License.\n",
        "\n",
        "#   The Free Software Foundation may publish revised and/or new versions of\n",
        "# the GNU Affero General Public License from time to time.  Such new versions\n",
        "# will be similar in spirit to the present version, but may differ in detail to\n",
        "# address new problems or concerns.\n",
        "\n",
        "#   Each version is given a distinguishing version number.  If the\n",
        "# Program specifies that a certain numbered version of the GNU Affero General\n",
        "# Public License \"or any later version\" applies to it, you have the\n",
        "# option of following the terms and conditions either of that numbered\n",
        "# version or of any later version published by the Free Software\n",
        "# Foundation.  If the Program does not specify a version number of the\n",
        "# GNU Affero General Public License, you may choose any version ever published\n",
        "# by the Free Software Foundation.\n",
        "\n",
        "#   If the Program specifies that a proxy can decide which future\n",
        "# versions of the GNU Affero General Public License can be used, that proxy's\n",
        "# public statement of acceptance of a version permanently authorizes you\n",
        "# to choose that version for the Program.\n",
        "\n",
        "#   Later license versions may give you additional or different\n",
        "# permissions.  However, no additional obligations are imposed on any\n",
        "# author or copyright holder as a result of your choosing to follow a\n",
        "# later version.\n",
        "\n",
        "#   15. Disclaimer of Warranty.\n",
        "\n",
        "#   THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY\n",
        "# APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT\n",
        "# HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM \"AS IS\" WITHOUT WARRANTY\n",
        "# OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO,\n",
        "# THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR\n",
        "# PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM\n",
        "# IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF\n",
        "# ALL NECESSARY SERVICING, REPAIR OR CORRECTION.\n",
        "\n",
        "#   16. Limitation of Liability.\n",
        "\n",
        "#   IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING\n",
        "# WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS\n",
        "# THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY\n",
        "# GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE\n",
        "# USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF\n",
        "# DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD\n",
        "# PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),\n",
        "# EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF\n",
        "# SUCH DAMAGES.\n",
        "\n",
        "#   17. Interpretation of Sections 15 and 16.\n",
        "\n",
        "#   If the disclaimer of warranty and limitation of liability provided\n",
        "# above cannot be given local legal effect according to their terms,\n",
        "# reviewing courts shall apply local law that most closely approximates\n",
        "# an absolute waiver of all civil liability in connection with the\n",
        "# Program, unless a warranty or assumption of liability accompanies a\n",
        "# copy of the Program in return for a fee.\n",
        "\n",
        "#                      END OF TERMS AND CONDITIONS\n",
        "\n",
        "#             How to Apply These Terms to Your New Programs\n",
        "\n",
        "#   If you develop a new program, and you want it to be of the greatest\n",
        "# possible use to the public, the best way to achieve this is to make it\n",
        "# free software which everyone can redistribute and change under these terms.\n",
        "\n",
        "#   To do so, attach the following notices to the program.  It is safest\n",
        "# to attach them to the start of each source file to most effectively\n",
        "# state the exclusion of warranty; and each file should have at least\n",
        "# the \"copyright\" line and a pointer to where the full notice is found.\n",
        "\n",
        "#     <one line to give the program's name and a brief idea of what it does.>\n",
        "#     Copyright (C) <year>  <name of author>\n",
        "\n",
        "#     This program is free software: you can redistribute it and/or modify\n",
        "#     it under the terms of the GNU Affero General Public License as published\n",
        "#     by the Free Software Foundation, either version 3 of the License, or\n",
        "#     (at your option) any later version.\n",
        "\n",
        "#     This program is distributed in the hope that it will be useful,\n",
        "#     but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
        "#     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the\n",
        "#     GNU Affero General Public License for more details.\n",
        "\n",
        "#     You should have received a copy of the GNU Affero General Public License\n",
        "#     along with this program.  If not, see <https://www.gnu.org/licenses/>.\n",
        "\n",
        "# Also add information on how to contact you by electronic and paper mail.\n",
        "\n",
        "#   If your software can interact with users remotely through a computer\n",
        "# network, you should also make sure that it provides a way for users to\n",
        "# get its source.  For example, if your program is a web application, its\n",
        "# interface could display a \"Source\" link that leads users to an archive\n",
        "# of the code.  There are many ways you could offer source, and different\n",
        "# solutions will be better for different programs; see section 13 for the\n",
        "# specific requirements.\n",
        "\n",
        "#   You should also get your employer (if you work as a programmer) or school,\n",
        "# if any, to sign a \"copyright disclaimer\" for the program, if necessary.\n",
        "# For more information on this, and how to apply and follow the GNU AGPL, see\n",
        "# <https://www.gnu.org/licenses/>.\n",
        "\n"
      ],
      "metadata": {
        "cellView": "form",
        "id": "EIc1_tGSTsIF"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "vDKc7rCBZpzU"
      },
      "source": [
        "### 📊 Install the requirements 加载网页 📊"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "cellView": "form",
        "id": "KisUOATMZpzV"
      },
      "outputs": [],
      "source": [
        "#@title **🙏 Check GPU type 看看分到什么GPU 🙏**\n",
        "#@markdown <small>Disconnect and delete runtime if you don't have the desired GPU. 如果不理想，尝试将该运行时恢复出厂设置。<br/>\n",
        "#@markdown Subscribe to Colab Pro if you want better GPU.  如需更好的GPU请订阅Colab Pro。\n",
        "\n",
        "\n",
        "\n",
        "\n",
        "#@markdown <small>🔥 V100 Excellent 完美！ 🥳 P100 Very Good 挺好的 🤔 T4 Good 还不错 🥱 K80 Meh 还凑活 😵 P4 *(Not Recommended 还是别了吧 )*\n",
        "\n",
        "!nvidia-smi -L"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#@title **🔗 Mount the google drive  保存到谷歌网盘 🔗**\n",
        "\n",
        "try:\n",
        "    from google.colab import drive\n",
        "    is_colab = True\n",
        "    try:\n",
        "      drive.mount('/content/drive')\n",
        "      is_drive = True\n",
        "    except:\n",
        "      is_colab = True\n",
        "      is_drive = False\n",
        "except:\n",
        "    is_colab = False\n",
        "    is_drive = False"
      ],
      "metadata": {
        "cellView": "form",
        "id": "rml8K2SfZpzV"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "cellView": "form",
        "id": "_bUo9ywIZpzW"
      },
      "outputs": [],
      "source": [
        "#@title **👉 Anti disconnect from Colab 防止中断连接 👈**\n",
        "#@markdown <small>This will increase your session time 这会延长你的运行时间，请避免你的设备在运行过程中休眠。<br /> \n",
        "#@markdown (It will anyhow disconnect after 6 - 12 hrs for using the free version of Colab. Colab Pro users will get about 24 hrs usage time) (普通用户可以运行6-12小时，付费用户则会获得约24小时的运行时间。)\n",
        "enable = True #@param {type:\"boolean\"}\n",
        "import IPython\n",
        "js_code = '''\n",
        "function ClickConnect(){\n",
        "console.log(\"Working\");\n",
        "document.querySelector(\"colab-toolbar-button#connect\").click()\n",
        "}\n",
        "setInterval(ClickConnect,60000)\n",
        "'''\n",
        "if enable:\n",
        "  display(IPython.display.Javascript(js_code))"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "haOmiIdlZpzX"
      },
      "source": [
        "## **💥 Fire up the AI 启动AI！💥**\n",
        "\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "cellView": "form",
        "id": "PaDHdAhMZpzW"
      },
      "outputs": [],
      "source": [
        "#@markdown ⚙️ Install Dependencies 安装所需要的文件 ⚙️\n",
        "import sys\n",
        "import torch\n",
        "import os\n",
        "\n",
        "def statusBar(i):\n",
        "  sys.stdout.write('\\r')\n",
        "  # the exact output you're looking for:\n",
        "  sys.stdout.write(\"[%-16s] %d%%\" % ('='*i, 100/totalNum*i)) # Don't forget to update [%-13s] 13 to your new totalNum\n",
        "  sys.stdout.flush()\n",
        "\n",
        "\n",
        "print(\"Installing Python libraries.. 安装Python库文件..\")  \n",
        "totalNum = 16\n",
        "i=0\n",
        "statusBar(i)  \n",
        "#Install LocalTunnel\n",
        "#Hey that is a dependency too! I know\n",
        "!!npm install -g localtunnel &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "# install Google translate https://pypi.org/project/translate-api/\n",
        "!pip install translate-api==4.9.5 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install deepl==1.6.0 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install bokeh==2.4.1 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install streamlit==1.7.0 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install wget==3.2 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install fvcore iopath lpips datetime timm ftfy &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install pytorch-lightning==1.6.0 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install omegaconf==2.1.1 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install einops==0.4.1 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install stqdm==0.0.4 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install kora==0.9.19 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install imageio==2.4.1 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install kornia==0.6.4 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!pip install pathvalidate==2.5.0 &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "pyt_version_str=torch.__version__.split(\"+\")[0].replace(\".\", \"\")\n",
        "version_str=\"\".join([\n",
        "    f\"py3{sys.version_info.minor}_cu\",\n",
        "    torch.version.cuda.replace(\".\",\"\"),\n",
        "    f\"_pyt{pyt_version_str}\"\n",
        "])\n",
        "!pip install pytorch3d==0.3.0 &> /dev/null\n",
        "#!pip install --no-index --no-cache-dir pytorch3d -f https://dl.fbaipublicfiles.com/pytorch3d/packaging/wheels/{version_str}/download.html\n",
        "!git clone https://github.com/MSFTserver/pytorch3d-lite.git &> /dev/null\n",
        "sys.path.append('./pytorch3d-lite') \n",
        "i+=1\n",
        "statusBar(i)\n",
        "print(\"\\n🍻 Done 完成 🍻\")\n",
        "\n",
        "    # print(\"Installing Python libraries for video creation...\")\n",
        "    # !pip install imageio-ffmpeg &> /dev/null\n",
        "    # !pip install timm           &> /dev/null\n",
        "\n",
        "import pathlib, shutil\n",
        "from os.path import exists as path_exists\n",
        "import wget\n",
        "root_path = f'.'\n",
        "if(not is_drive):\n",
        "  model_path = root_path \n",
        "else:\n",
        "  if not path_exists(\"/content/drive/MyDrive/ai-atelier/\"):\n",
        "    os.makedirs(\"/content/drive/MyDrive/ai-atelier/models\") \n",
        "  model_path = f'/content/drive/MyDrive/ai-atelier/models'\n",
        "\n",
        "\n",
        "pathlib.Path(model_path).mkdir(parents=True, exist_ok=True)\n",
        "\n",
        "\n",
        "\n",
        "def statusBar(i):\n",
        "  sys.stdout.write('\\r')\n",
        "  # the exact output you're looking for:\n",
        "  sys.stdout.write(\"[%-12s] %d%%\" % ('='*i, 100/totalNum*i)) # Don't forget to update [%-13s] 13 to your new totalNum\n",
        "  sys.stdout.flush()\n",
        "\n",
        "print(\"\\nDownloading AI models.. 下载AI模型..\")\n",
        "totalNum = 12\n",
        "i=0\n",
        "statusBar(i)\n",
        "if not (path_exists(f'{model_path}/512x512_diffusion_uncond_finetune_008100.pt')):\n",
        "  wget.download(\"https://the-eye.eu/public/AI/models/512x512_diffusion_unconditional_ImageNet/512x512_diffusion_uncond_finetune_008100.pt\", model_path)\n",
        "i+=1\n",
        "statusBar(i)\n",
        "if not (path_exists(f'{model_path}/secondary_model_imagenet_2.pth')):\n",
        "  wget.download(\"https://the-eye.eu/public/AI/models/v-diffusion/secondary_model_imagenet_2.pth\", model_path)\n",
        "i+=1\n",
        "statusBar(i)\n",
        "if not (path_exists(f'{model_path}/AdaBins_nyu.pt')):\n",
        "  wget.download(\"https://cloudflare-ipfs.com/ipfs/Qmd2mMnDLWePKmgfS8m6ntAg4nhV5VkUyAydYBp8cWWeB7/AdaBins_nyu.pt\", model_path)\n",
        "i+=1\n",
        "statusBar(i)\n",
        "if not (path_exists(f'{model_path}/vqgan_imagenet_f16_16384.ckpt')):\n",
        "  !curl -L -o  '{model_path}/vqgan_imagenet_f16_16384.yaml' -C - 'https://heibox.uni-heidelberg.de/d/a7530b09fed84f80a887/files/?p=%2Fconfigs%2Fmodel.yaml&dl=1' #ImageNet 16384\n",
        "  !curl -L -o  '{model_path}/vqgan_imagenet_f16_16384.ckpt' -C - 'https://heibox.uni-heidelberg.de/d/a7530b09fed84f80a887/files/?p=%2Fckpts%2Flast.ckpt&dl=1' #ImageNet 16384\n",
        "i+=1\n",
        "statusBar(i)\n",
        "\n",
        "!git clone \"https://github.com/alembics/disco-diffusion.git\" &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!git clone \"https://github.com/CompVis/taming-transformers.git\" &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!git clone \"https://github.com/openai/CLIP.git\"&> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!git clone \"https://github.com/crowsonkb/guided-diffusion.git\"&> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!git clone \"https://github.com/assafshocher/ResizeRight.git\"&> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!git clone \"https://github.com/isl-org/MiDaS.git\" &> /dev/null\n",
        "if not path_exists(f'{root_path}/MiDaS/midas_utils.py'):\n",
        "  os.rename(\"MiDaS/utils.py\", \"MiDaS/midas_utils.py\")\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!git clone \"https://github.com/CompVis/latent-diffusion.git\" &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "!git clone \"https://github.com/shariqfarooq123/AdaBins.git\" &> /dev/null\n",
        "i+=1\n",
        "statusBar(i)\n",
        "\n",
        "print(\"\\n🍻 Done 完成 🍻\")"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#@markdown 💠 Donwload Github files 下载Github文件 💠\n",
        "\n",
        "%rm -rf /content/ai-atelier\n",
        "%rm -rf .streamlit \n",
        "%rm -rf /content/ai-atelier.py\n",
        "%rm -rf /content/ai-atelier-cn.py\n",
        "%rm -rf /content/disco_streamlit_run.py\n",
        "%rm -rf /content/hypertron_streamlit_run.py\n",
        "%rm -rf /content/streamlit_nested_expanders.py\n",
        "\n",
        "!git clone -b V0.0.4 \"https://github.com/ryananan/ai-atelier.git\" &> /dev/null\n",
        "# !git clone \"https://github.com/ryananan/ai-atelier.git\"&> /dev/null\n",
        "\n",
        "!mkdir .streamlit \n",
        "\n",
        "shutil.copyfile(\"ai-atelier/setup.so\", \"setup.so\")\n",
        "shutil.copyfile(\"ai-atelier/.streamlit/config.toml\", \".streamlit/config.toml\")\n",
        "shutil.copyfile(\"ai-atelier/ai-atelier.py\", \"ai-atelier.py\")\n",
        "shutil.copyfile(\"ai-atelier/ai-atelier-cn.py\", \"ai-atelier-cn.py\")\n",
        "shutil.copyfile(\"ai-atelier/disco_streamlit_run.py\", \"disco_streamlit_run.py\")\n",
        "shutil.copyfile(\"ai-atelier/hypertron_streamlit_run.py\",\"hypertron_streamlit_run.py\")\n",
        "shutil.copyfile(\"ai-atelier/streamlit_nested_expanders.py\", \"streamlit_nested_expanders.py\")\n",
        "\n",
        "if not path_exists(f'{root_path}/disco_xform_utils.py'):\n",
        "  shutil.copyfile(\"disco-diffusion/disco_xform_utils.py\", \"disco_xform_utils.py\")\n",
        "\n",
        "print(\"🍻 Done 一切就绪！🍻\") "
      ],
      "metadata": {
        "cellView": "form",
        "id": "EArS-N9xZpzX"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "kAdiBzbLZpzX",
        "cellView": "form"
      },
      "outputs": [],
      "source": [
        "#@markdown For English version please tick off `Chinese_version` ｜ 如需中文版请点选下方`Chinese_version`\n",
        "\n",
        "Chinese_version = True #@param {type:\"boolean\"}\n",
        "if Chinese_version:\n",
        "  !streamlit run ai-atelier-cn.py & npx localtunnel --port 8501\n",
        "else:\n",
        "  !streamlit run ai-atelier.py & npx localtunnel --port 8501\n",
        "#@markdown ---\n",
        "#@markdown <small>When something like this shows up above 当下方出现这样的界面时<br /> \n",
        "#@markdown <img src=\"https://i.imgur.com/PCBqHv0.png\" width=\"600px\">\n",
        "#@markdown <br /> \n",
        "#@markdown Click the link on `your url is:` link to access the app! 请点击 `your url is:` 打开你的软件!<br /> \n",
        "#@markdown <p>👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇👇"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️☝️\n",
        "\n",
        "<small>❌ 🤦‍♂️ Try to **refresh** the page if there is any unexpected error in your app ｜如果软件使用时有报错，请尝试**刷新**页面</br>\n",
        "❌ 🤷‍♂️ Or try to open the **Runtime** on the top toolbar and click  `Disconnect and delete runtime` ｜如果错误仍存在，请打开上方工具栏的**代码执行程序**，点选`断开连接并删除运行时`</br>\n"
      ],
      "metadata": {
        "id": "-kTc-grr3qLQ"
      }
    }
  ],
  "metadata": {
    "colab": {
      "collapsed_sections": [
        "kCEQSbbnzvO3",
        "RFW89ngadXlq",
        "ykFe_p49Sk03",
        "avnwFTgrUFgC",
        "vDKc7rCBZpzU"
      ],
      "name": "🔮🎯 AI Atelier AI聊天画室  V0.0.4.ipynb",
      "provenance": [],
      "private_outputs": true,
      "include_colab_link": true
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "nbformat": 4,
  "nbformat_minor": 0
}