├── .gitignore ├── README.md ├── docker-compose.yml ├── flask ├── Dockerfile ├── app.ini ├── bot │ └── __init__.py ├── main.py └── requirements.txt ├── img ├── line-bot webhook-url.png ├── sslforfree.png ├── step1 create gcp server.png └── step2 gcp ssh 連線.png ├── nginx ├── Dockerfile └── nginx.conf ├── poetry.lock └── pyproject.toml /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | 10 | # custom 11 | api-key.json 12 | ssl.csr 13 | ssl.key 14 | .flaskenv 15 | 16 | # Distribution / packaging 17 | .Python 18 | build/ 19 | develop-eggs/ 20 | dist/ 21 | downloads/ 22 | eggs/ 23 | .eggs/ 24 | lib/ 25 | lib64/ 26 | parts/ 27 | sdist/ 28 | var/ 29 | wheels/ 30 | pip-wheel-metadata/ 31 | share/python-wheels/ 32 | *.egg-info/ 33 | .installed.cfg 34 | *.egg 35 | MANIFEST 36 | 37 | # PyInstaller 38 | # Usually these files are written by a python script from a template 39 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 40 | *.manifest 41 | *.spec 42 | 43 | # Installer logs 44 | pip-log.txt 45 | pip-delete-this-directory.txt 46 | 47 | # Unit test / coverage reports 48 | htmlcov/ 49 | .tox/ 50 | .nox/ 51 | .coverage 52 | .coverage.* 53 | .cache 54 | nosetests.xml 55 | coverage.xml 56 | *.cover 57 | *.py,cover 58 | .hypothesis/ 59 | .pytest_cache/ 60 | 61 | # Translations 62 | *.mo 63 | *.pot 64 | 65 | # Django stuff: 66 | *.log 67 | local_settings.py 68 | db.sqlite3 69 | db.sqlite3-journal 70 | 71 | # Flask stuff: 72 | instance/ 73 | .webassets-cache 74 | 75 | # Scrapy stuff: 76 | .scrapy 77 | 78 | # Sphinx documentation 79 | docs/_build/ 80 | 81 | # PyBuilder 82 | target/ 83 | 84 | # Jupyter Notebook 85 | .ipynb_checkpoints 86 | 87 | # IPython 88 | profile_default/ 89 | ipython_config.py 90 | 91 | # pyenv 92 | .python-version 93 | 94 | # pipenv 95 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 96 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 97 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 98 | # install all needed dependencies. 99 | #Pipfile.lock 100 | 101 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 102 | __pypackages__/ 103 | 104 | # Celery stuff 105 | celerybeat-schedule 106 | celerybeat.pid 107 | 108 | # SageMath parsed files 109 | *.sage.py 110 | 111 | # Environments 112 | .env 113 | .venv 114 | env/ 115 | venv/ 116 | ENV/ 117 | env.bak/ 118 | venv.bak/ 119 | 120 | # Spyder project settings 121 | .spyderproject 122 | .spyproject 123 | 124 | # Rope project settings 125 | .ropeproject 126 | 127 | # mkdocs documentation 128 | /site 129 | 130 | # mypy 131 | .mypy_cache/ 132 | .dmypy.json 133 | dmypy.json 134 | 135 | # Pyre type checker 136 | .pyre/ 137 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Flask-LINE-Bot-GCP 2 | 3 | ### 一. 建立 LINE-Bot 機器人 4 | 5 | #### 1.事前準備 6 | 7 | 首先建立 LINE develops 帳戶，請參考這篇 [Flask – LINE Bot 教學 事前準備篇 (一)](https://www.maxlist.xyz/2020/11/16/flask-line-bot-pre-set/) 8 | * 確認取得 Channel secret 9 | * 確認取得 Channel access token 10 | 11 | #### 2. 建立 Project 12 | 這次的範例 Code，都存放在這邊 [Flask-LINE-Bot-GCP](https://github.com/hsuanchi/Flask-LINE-Bot-GCP)，歡迎給星和 Fork 使用 13 | 14 | 2.1 先移動到資料夾 flask 的位置 15 | ``` 16 | $ cd /Flask-LINE-Bot-GCP/flask/ 17 | ``` 18 | 19 | 接下來我們會在資料夾中建立 `.flaskenv` 並將 token 環境變數放進去： 20 | ``` 21 | $ vim .flaskenv 22 | ``` 23 | 24 | ``` 25 | export CHANNEL_ACCESS_TOKEN="/pg7A9LjzlJ0Bxxxx...省略...cDnyilFU=" 26 | export CHANNEL_SECRET='9c5d20481...省略...f81f' 27 | ``` 28 | 29 | 30 | 2.2 再來需要建立 SSL Certificates，因為 LINE 只接收 Https 的協議， 31 | 建議可以使用 https://www.sslforfree.com/ 提供的 SSL Certificates 32 | 33 | 34 | 將拿到的 ssl.csr 和 ssl.key 放在 `nginx` 資料夾中就完成，最後就只剩下部署到 GCP 上囉！ 35 | 36 | ### 二. 建立 GCP 虛擬主機 37 | 38 | 在 [Google Cloud Platform](https://cloud.google.com/gcp/?hl=zh-tw) > 選 Compute Engine > 選建立 VM 執行個體，接下來會進入如下附圖畫面： 39 | 40 | 41 | 42 | 1. 選擇想要的地區 43 | 2. 選擇想要的機器類型 44 | 3. 下方防火牆部分，要把允許 HTTP & HTTPS 流量打勾 45 | 46 | 筆者推薦主機部分可以選擇以下三個美國地區，和主機類型選 f1-micro VM 主機 (1 vCPU，0.6 GB 記憶體)，因為會適用於 GCP 免費方案 (過試用期後，不會收費)，可以參考 [Google 官方文件](https://cloud.google.com/free/docs/gcp-free-tier?hl=zh-TW#always-free) 說明： 47 | 48 | * 奧勒岡州：us-west1 49 | * 愛荷華州：us-central1 50 | * 南卡羅來納州：us-east1 51 | 52 | ### 三. 開始部署 LINE-Bot 於 GCP 上 53 | 54 | 建置好主機後，點擊下圖紅框框內 SSH 進入連線 55 | 56 | 57 | 58 | 59 | 60 | 首先先將權限切換到 root，待會安裝比較方便： 61 | ``` 62 | $ sudo su 63 | ``` 64 | 65 | 接下來我們會需要安裝 git & docker & docker-compose 66 | 1.安裝 Git 67 | ``` 68 | $ sudo apt-get install git 69 | ``` 70 | 2.安裝 curl & Docker 71 | ``` 72 | $ sudo apt-get install -y curl 73 | $ curl -s https://get.docker.com | sudo sh 74 | ``` 75 | 3.安裝 [docker-compose](https://docs.docker.com/compose/install/) 76 | 77 | ``` 78 | $ sudo curl -L "https://github.com/docker/compose/releases/download/1.27.4/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose 79 | 80 | $ sudo chmod +x /usr/local/bin/docker-compose 81 | ``` 82 | 4.將剛剛建立好的專案 git clone 到虛擬主機中 83 | ``` 84 | $ git clone https://github.com/hsuanchi/Flask-LINE-Bot-GCP.git 85 | ``` 86 | 87 | 5.移動到資料節內，並使用 docker-compose 啟動 88 | ``` 89 | $ cd Flask-LINE-Bot-GCP 90 | $ docker-compose up --build 91 | ``` 92 | 93 | 94 | 最後只需要將 ip 位置放在 LINE 的 webhook url 上完成啦！ 95 | 96 | 97 | 98 | 99 | 本篇文章同步刊登於 [ [Flask 教學] LINE-Bot GCP 部署(Docker+Flask+Nginx)](https://www.maxlist.xyz/2020/12/01/flask-line-bot-docker-flask-nginx-gcp/)，如果有遇到任何問題，歡迎私訊或留言，我會盡快回覆您 100 | -------------------------------------------------------------------------------- /docker-compose.yml: -------------------------------------------------------------------------------- 1 | version: "3.7" 2 | 3 | services: 4 | 5 | flask: 6 | build: ./flask 7 | expose: 8 | - 8080 9 | environment: 10 | - TZ=Asia/Taipei 11 | 12 | nginx: 13 | build: ./nginx 14 | ports: 15 | - "80:80" 16 | - "443:443" 17 | depends_on: 18 | - flask 19 | -------------------------------------------------------------------------------- /flask/Dockerfile: -------------------------------------------------------------------------------- 1 | 2 | # Use the Python3.7.2 image 3 | FROM python:3.7.2-stretch 4 | 5 | # Set the working directory to /app 6 | WORKDIR /app 7 | 8 | # Install the dependencies 9 | ADD requirements.txt /app/requirements.txt 10 | RUN pip install -r requirements.txt 11 | 12 | # Copy the current directory contents into the container at /app 13 | ADD . /app 14 | 15 | CMD ["uwsgi", "app.ini"] 16 | -------------------------------------------------------------------------------- /flask/app.ini: -------------------------------------------------------------------------------- 1 | [uwsgi] 2 | wsgi-file = main.py 3 | callable = app 4 | socket = :8080 5 | processes = 4 6 | threads = 2 7 | master = true 8 | chmod-socket = 660 9 | vacuum = true 10 | die-on-term = true -------------------------------------------------------------------------------- /flask/bot/__init__.py: -------------------------------------------------------------------------------- 1 | import os 2 | 3 | from flask import Flask, abort, request 4 | 5 | # https://github.com/line/line-bot-sdk-python 6 | from linebot import LineBotApi, WebhookHandler 7 | from linebot.exceptions import InvalidSignatureError 8 | from linebot.models import MessageEvent, TextMessage, TextSendMessage 9 | 10 | 11 | def create_app(): 12 | 13 | app = Flask(__name__) 14 | 15 | line_bot_api = LineBotApi(os.environ.get("CHANNEL_ACCESS_TOKEN")) 16 | handler = WebhookHandler(os.environ.get("CHANNEL_SECRET")) 17 | 18 | @app.route("/", methods=["GET", "POST"]) 19 | def callback(): 20 | 21 | if request.method == "GET": 22 | return "Hello GCP" 23 | if request.method == "POST": 24 | signature = request.headers["X-Line-Signature"] 25 | body = request.get_data(as_text=True) 26 | 27 | try: 28 | handler.handle(body, signature) 29 | except InvalidSignatureError: 30 | abort(400) 31 | 32 | return "OK" 33 | 34 | 35 | @handler.add(MessageEvent, message=TextMessage) 36 | def handle_message(event): 37 | get_message = event.message.text 38 | 39 | # Send To Line 40 | reply = TextSendMessage(text=f"{get_message}") 41 | line_bot_api.reply_message(event.reply_token, reply) 42 | 43 | 44 | return app 45 | -------------------------------------------------------------------------------- /flask/main.py: -------------------------------------------------------------------------------- 1 | import os 2 | 3 | from dotenv import load_dotenv 4 | 5 | from bot import create_app 6 | 7 | dotenv_path = os.path.join(os.path.dirname(__file__), ".flaskenv") 8 | if os.path.exists(dotenv_path): 9 | load_dotenv(dotenv_path, override=True) 10 | 11 | 12 | app = create_app() 13 | -------------------------------------------------------------------------------- /flask/requirements.txt: -------------------------------------------------------------------------------- 1 | certifi==2020.11.8; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" 2 | chardet==3.0.4; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" 3 | click==7.1.2; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" 4 | flask==1.1.2; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.5.0") 5 | future==0.18.2; python_version >= "2.6" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" 6 | idna==2.10; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" 7 | itsdangerous==1.1.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" 8 | jinja2==2.11.2; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" 9 | line-bot-sdk==1.17.0 10 | markupsafe==1.1.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" 11 | python-dotenv==0.15.0 12 | requests==2.25.0; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" 13 | urllib3==1.26.2; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version < "4" 14 | uwsgi==2.0.19.1 15 | werkzeug==1.0.1; python_version >= "2.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" 16 | -------------------------------------------------------------------------------- /img/line-bot webhook-url.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hsuanchi/Flask-LINE-Bot-GCP/71aa86d085eb3ee8c27fdd6675dab9cb566e6ec3/img/line-bot webhook-url.png -------------------------------------------------------------------------------- /img/sslforfree.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hsuanchi/Flask-LINE-Bot-GCP/71aa86d085eb3ee8c27fdd6675dab9cb566e6ec3/img/sslforfree.png -------------------------------------------------------------------------------- /img/step1 create gcp server.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hsuanchi/Flask-LINE-Bot-GCP/71aa86d085eb3ee8c27fdd6675dab9cb566e6ec3/img/step1 create gcp server.png -------------------------------------------------------------------------------- /img/step2 gcp ssh 連線.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hsuanchi/Flask-LINE-Bot-GCP/71aa86d085eb3ee8c27fdd6675dab9cb566e6ec3/img/step2 gcp ssh 連線.png -------------------------------------------------------------------------------- /nginx/Dockerfile: -------------------------------------------------------------------------------- 1 | # Use the Nginx image 2 | FROM nginx 3 | 4 | # Remove the default nginx.conf 5 | RUN rm /etc/nginx/conf.d/default.conf 6 | 7 | # Replace with our own nginx.conf 8 | COPY nginx.conf /etc/nginx/conf.d/ 9 | COPY ssl.csr /etc/nginx/ssl.csr 10 | COPY ssl.key /etc/nginx/ssl.key 11 | -------------------------------------------------------------------------------- /nginx/nginx.conf: -------------------------------------------------------------------------------- 1 | 2 | server { 3 | listen 80; 4 | location / { 5 | expires 1d; 6 | include uwsgi_params; 7 | uwsgi_pass flask:8080; 8 | } 9 | } 10 | 11 | server { 12 | listen 443 ssl; 13 | location / { 14 | expires 1d; 15 | include uwsgi_params; 16 | uwsgi_pass flask:8080; 17 | } 18 | # 憑證與金鑰的路徑 19 | ssl_certificate /etc/nginx/ssl.csr; 20 | ssl_certificate_key /etc/nginx/ssl.key; 21 | } 22 | -------------------------------------------------------------------------------- /poetry.lock: -------------------------------------------------------------------------------- 1 | [[package]] 2 | name = "appdirs" 3 | version = "1.4.4" 4 | description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." 5 | category = "dev" 6 | optional = false 7 | python-versions = "*" 8 | 9 | [[package]] 10 | name = "black" 11 | version = "20.8b1" 12 | description = "The uncompromising code formatter." 13 | category = "dev" 14 | optional = false 15 | python-versions = ">=3.6" 16 | 17 | [package.dependencies] 18 | appdirs = "*" 19 | click = ">=7.1.2" 20 | mypy-extensions = ">=0.4.3" 21 | pathspec = ">=0.6,<1" 22 | regex = ">=2020.1.8" 23 | toml = ">=0.10.1" 24 | typed-ast = ">=1.4.0" 25 | typing-extensions = ">=3.7.4" 26 | 27 | [package.extras] 28 | colorama = ["colorama (>=0.4.3)"] 29 | d = ["aiohttp (>=3.3.2)", "aiohttp-cors"] 30 | 31 | [[package]] 32 | name = "certifi" 33 | version = "2020.11.8" 34 | description = "Python package for providing Mozilla's CA Bundle." 35 | category = "main" 36 | optional = false 37 | python-versions = "*" 38 | 39 | [[package]] 40 | name = "chardet" 41 | version = "3.0.4" 42 | description = "Universal encoding detector for Python 2 and 3" 43 | category = "main" 44 | optional = false 45 | python-versions = "*" 46 | 47 | [[package]] 48 | name = "click" 49 | version = "7.1.2" 50 | description = "Composable command line interface toolkit" 51 | category = "main" 52 | optional = false 53 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" 54 | 55 | [[package]] 56 | name = "flake8" 57 | version = "3.8.4" 58 | description = "the modular source code checker: pep8 pyflakes and co" 59 | category = "dev" 60 | optional = false 61 | python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" 62 | 63 | [package.dependencies] 64 | importlib-metadata = {version = "*", markers = "python_version < \"3.8\""} 65 | mccabe = ">=0.6.0,<0.7.0" 66 | pycodestyle = ">=2.6.0a1,<2.7.0" 67 | pyflakes = ">=2.2.0,<2.3.0" 68 | 69 | [[package]] 70 | name = "flask" 71 | version = "1.1.2" 72 | description = "A simple framework for building complex web applications." 73 | category = "main" 74 | optional = false 75 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" 76 | 77 | [package.dependencies] 78 | click = ">=5.1" 79 | itsdangerous = ">=0.24" 80 | Jinja2 = ">=2.10.1" 81 | Werkzeug = ">=0.15" 82 | 83 | [package.extras] 84 | dev = ["pytest", "coverage", "tox", "sphinx", "pallets-sphinx-themes", "sphinxcontrib-log-cabinet", "sphinx-issues"] 85 | docs = ["sphinx", "pallets-sphinx-themes", "sphinxcontrib-log-cabinet", "sphinx-issues"] 86 | dotenv = ["python-dotenv"] 87 | 88 | [[package]] 89 | name = "future" 90 | version = "0.18.2" 91 | description = "Clean single-source support for Python 3 and 2" 92 | category = "main" 93 | optional = false 94 | python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" 95 | 96 | [[package]] 97 | name = "idna" 98 | version = "2.10" 99 | description = "Internationalized Domain Names in Applications (IDNA)" 100 | category = "main" 101 | optional = false 102 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" 103 | 104 | [[package]] 105 | name = "importlib-metadata" 106 | version = "3.1.0" 107 | description = "Read metadata from Python packages" 108 | category = "dev" 109 | optional = false 110 | python-versions = ">=3.6" 111 | 112 | [package.dependencies] 113 | zipp = ">=0.5" 114 | 115 | [package.extras] 116 | docs = ["sphinx", "rst.linker"] 117 | testing = ["packaging", "pep517", "unittest2", "importlib-resources (>=1.3)"] 118 | 119 | [[package]] 120 | name = "itsdangerous" 121 | version = "1.1.0" 122 | description = "Various helpers to pass data to untrusted environments and back." 123 | category = "main" 124 | optional = false 125 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" 126 | 127 | [[package]] 128 | name = "jinja2" 129 | version = "2.11.2" 130 | description = "A very fast and expressive template engine." 131 | category = "main" 132 | optional = false 133 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" 134 | 135 | [package.dependencies] 136 | MarkupSafe = ">=0.23" 137 | 138 | [package.extras] 139 | i18n = ["Babel (>=0.8)"] 140 | 141 | [[package]] 142 | name = "line-bot-sdk" 143 | version = "1.17.0" 144 | description = "LINE Messaging API SDK for Python" 145 | category = "main" 146 | optional = false 147 | python-versions = "*" 148 | 149 | [package.dependencies] 150 | future = "*" 151 | requests = ">=2.0" 152 | 153 | [[package]] 154 | name = "markupsafe" 155 | version = "1.1.1" 156 | description = "Safely add untrusted strings to HTML/XML markup." 157 | category = "main" 158 | optional = false 159 | python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*" 160 | 161 | [[package]] 162 | name = "mccabe" 163 | version = "0.6.1" 164 | description = "McCabe checker, plugin for flake8" 165 | category = "dev" 166 | optional = false 167 | python-versions = "*" 168 | 169 | [[package]] 170 | name = "mypy-extensions" 171 | version = "0.4.3" 172 | description = "Experimental type system extensions for programs checked with the mypy typechecker." 173 | category = "dev" 174 | optional = false 175 | python-versions = "*" 176 | 177 | [[package]] 178 | name = "pathspec" 179 | version = "0.8.1" 180 | description = "Utility library for gitignore style pattern matching of file paths." 181 | category = "dev" 182 | optional = false 183 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" 184 | 185 | [[package]] 186 | name = "pycodestyle" 187 | version = "2.6.0" 188 | description = "Python style guide checker" 189 | category = "dev" 190 | optional = false 191 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" 192 | 193 | [[package]] 194 | name = "pyflakes" 195 | version = "2.2.0" 196 | description = "passive checker of Python programs" 197 | category = "dev" 198 | optional = false 199 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" 200 | 201 | [[package]] 202 | name = "python-dotenv" 203 | version = "0.15.0" 204 | description = "Add .env support to your django/flask apps in development and deployments" 205 | category = "main" 206 | optional = false 207 | python-versions = "*" 208 | 209 | [package.extras] 210 | cli = ["click (>=5.0)"] 211 | 212 | [[package]] 213 | name = "regex" 214 | version = "2020.11.13" 215 | description = "Alternative regular expression module, to replace re." 216 | category = "dev" 217 | optional = false 218 | python-versions = "*" 219 | 220 | [[package]] 221 | name = "requests" 222 | version = "2.25.0" 223 | description = "Python HTTP for Humans." 224 | category = "main" 225 | optional = false 226 | python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" 227 | 228 | [package.dependencies] 229 | certifi = ">=2017.4.17" 230 | chardet = ">=3.0.2,<4" 231 | idna = ">=2.5,<3" 232 | urllib3 = ">=1.21.1,<1.27" 233 | 234 | [package.extras] 235 | security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"] 236 | socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"] 237 | 238 | [[package]] 239 | name = "toml" 240 | version = "0.10.2" 241 | description = "Python Library for Tom's Obvious, Minimal Language" 242 | category = "dev" 243 | optional = false 244 | python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" 245 | 246 | [[package]] 247 | name = "typed-ast" 248 | version = "1.4.1" 249 | description = "a fork of Python 2 and 3 ast modules with type comment support" 250 | category = "dev" 251 | optional = false 252 | python-versions = "*" 253 | 254 | [[package]] 255 | name = "typing-extensions" 256 | version = "3.7.4.3" 257 | description = "Backported and Experimental Type Hints for Python 3.5+" 258 | category = "dev" 259 | optional = false 260 | python-versions = "*" 261 | 262 | 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