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Managing Python environments with pyenv and pyenv-virtualenv

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David Kirchhoff

Software Engineer
This post was first published on NeuralCeption.

When working with Python it is a good idea to use separate environments for separate projects.

Pyenv is a Python version management tool which lets you create and switch between different versions of Python on your machine. This is useful for example if you want to run tests of your project on multiple versions of Python.

The pyenv plugin pyenv-virtualenv allows you to create environments. In combination with pyenv, you can now create environments with a specific version of Python for a project and install Python packages in it, without interfering with the installed packages you have for a different project. And if you break one environment you can simply delete it and create a new one to start from scratch, without breaking all your projects.

This post shows how to install and use pyenv and pyenv-virtualenv on a Mac M1 with bash.

Installation

Use homebrew to install pyenv by running

brew update
brew install pyenv

Next, you have to initialize it by adding configurations to your .bashrc or .bash_profile file by running the following (for .bash_profile replace .bashrc accordingly)

echo 'export PYENV_ROOT="$HOME/.pyenv"' >> ~/.bashrc
echo 'command -v pyenv >/dev/null || export PATH="$PYENV_ROOT/bin:$PATH"' >> ~/.bashrc
echo 'eval "$(pyenv init -)"' >> ~/.bashrc

Now we can install pyenv-virtualenv. Simply run

brew install pyenv-virtualenv

To automatically activate environments, run the following to add a configuration to your .bashrc or .bash_profile file:

echo 'eval "$(pyenv virtualenv-init -)"' >> ~/.bashrc

Creating environments

Before we can create an environment with a specific version of Python we have to install the Python version which the environment should use with pyenv. We can see available Python versions with the command

pyenv install --list

To install for example version 3.11.3, we run

pyenv install 3.11.3

I’ve had the experience that some versions don’t work on a Mac M1. I’ve listed the ones I use at the end of the post.

Now, we can use this Python version to create a new environment named 3.11.3-my-env with pyenv-virtualenv like so:

pyenv virtualenv 3.11.3 3.11.3-my-env

Activating environments

To list all versions we have created run

pyenv versions

To activate a specific environment, run

pyenv activate 3.11.3-my-env

We can also set a version for a specific folder, so that for example whenever you navigate into the root of a project named my-project, the version 3.11.3-my-env is used. To do that, run

pyenv local 3.11.3-my-env

in the path of that project. This creates a file .python-version in that folder which holds the version information.

Your system’s Python distribution can be activated with

pyenv local system

Removing environments

To remove the environment 3.11.3-my-env we run

pyenv virtualenv-delete 3.11.3-my-env

Mac M1 issues

On a M1 Mac some versions of Python did not work. I use the following and can confirm that they do work:

  • 3.7.13
  • 3.8.13
  • 3.9.11
  • 3.10.3
  • 3.11.3

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