[英]creating environment variables for jupyter notebook in vscode
In vscode settings.json
file I can use the following option to define environment variables:在 vscode settings.json
文件中,我可以使用以下选项来定义环境变量:
"terminal.integrated.env.osx" : {
"MY_ENV": "test"
"MY_ENVTYPE": "qa"
}
Now whenever, I start a new shell in the workspace, the shell loads with the above environment variables, and I can access them typically with os.environ["MY_ENV"]
is my python scripts.现在,每当我在工作区中启动一个新的 shell 时,shell 都会加载上述环境变量,我通常可以使用os.environ["MY_ENV"]
访问它们,即我的 Z23EEEB4347BDD26BDDFC6B7 脚本。
But with the same settings.json
, if I try to access the environment variables in a jupyter notebook I get None
.但是使用相同的settings.json
,如果我尝试访问 jupyter notebook 中的环境变量,我会得到None
。 So my question is, is there a way to define environment variables in vscode's settings.json
file, so whenever I start a new notebook, the environment variables are loaded by default.所以我的问题是,有没有办法在vscode的settings.json
文件中定义环境变量,所以每当我启动一个新的notebook时,都会默认加载环境变量。
Currently the workaround I have found is to add the following code snippet in a top code cell.目前我发现的解决方法是在顶部代码单元格中添加以下代码片段。
import os
os.environ["MY_ENV"] = "test"
os.environ["MY_ENVTYPE"] = "qa"
I am hoping there is a better way to do the same.我希望有更好的方法来做同样的事情。
We could use python-dotenv to solve this problem.我们可以使用python-dotenv来解决这个问题。 Using "pip install python-dotenv" to install the package.使用“pip install python-dotenv”安装 package。 To configure the development environment Please add.env file in the root directory of the project:配置开发环境请在项目根目录下添加.env文件:
.
├── . env
└── test. py
Then we can use the following code to load environment:然后我们可以使用下面的代码来加载环境:
%load_ext dotenv
%dotenv
I am using the following command in settings.json
to setup environment variables which are specific to just jupyter notebook.我在settings.json
中使用以下命令来设置特定于 jupyter notebook 的环境变量。 Feels a bit hackish though.不过感觉有点hackish。
Using jupyter.runStartupCommands
, I am executing bunch of python commands to define environment variables and load jupyter extension.使用jupyter.runStartupCommands
,我正在执行一堆 python 命令来定义环境变量并加载 jupyter 扩展。 Note each command is separated by a newline character.请注意,每个命令都由换行符分隔。
"jupyter.runStartupCommands": [
"import os\nos.environ['MY_ENV']='mltest'\nos.environ['MY_ENVTYPE']='qa'\n%load_ext autoreload\n%autoreload 2"
]
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