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38 lines
966 B
Markdown
38 lines
966 B
Markdown
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---
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title: "Jupyter with Pyenv"
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date: 2020-07-21T02:44:06-04:00
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draft: false
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tags: ["python"]
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---
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I enjoy both managing my Python versions with [pyenv](https://brandonrozek.com/blog/pyenv/) and the literate programming environment [Jupyter lab](https://jupyter.org/). Luckily we can easily manage Python virtual environments via iPython kernels.
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We're going to start off with our base Python interpretor
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```bash
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pyenv install 3.8.4
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pyenv shell 3.8.4
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```
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Then we're going to install the `ipykernel` package.
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```bash
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pip install --upgrade pip
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pip install ipykernel
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```
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Next we're going to create a virtual environment where JupyterLab will live.
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```bash
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pyenv virtualenv jupyter
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pyenv activate jupyter
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pip install jupyterlab
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```
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With that, we can now create arbitrary environments and add them as a kernel.
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```bash
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pyenv deactivate
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pyenv virtualenv tensorflow
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pyenv activate tensorflow
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pip install tensorflow
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ipython kernel install --user --name tensorflow
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```
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