I am using the conda package manager - a lot. By now I have quite a few environments and a lot of downloaded packages taking a lot of space on my SSD. An obvious path to free some of that space is to use the command
conda env export > environment.yml
from https://conda.io/docs/user-guide/tasks/manage-environments.html#exporting-the-environment-file to export which packages my old, inactive projects use(d) and then delete these environments. As far as I understand, this should free some of the space in anaconda2/envs/, but not in anaconda2/pkgs/. How do I get rid of these packages? Also, I suspect that there might be quite a few packages still sitting around, to which no environment is linking to - could that happen?
Questions:
sudo apt-get autoremove from Ubuntu/Debian.You can free some space with:
conda clean --all
cleanRemove unused packages and caches.
Conda already use symlinks when possible for packages. So, not much to improve here, I guess.
Ok, thanks, but I would like to know "not for a specific environment, but in general" - for all environments.
You can list all packages in all envs with a few lines of Python:
import os
import subprocess
for env in os.listdir('/Users/me/miniconda3/envs'):
subprocess.call(['conda', 'list', '-n', env])
Finally I got around dealing with this issue. In the end it was a couple of days work:
conda env export > environment.yml to save the settings of the environment from https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#exporting-the-environment-fileanaconda-clean from option B in https://docs.anaconda.com/anaconda/install/uninstall and put the created backup in a save place.anaconda2 directory to anaconda2_backup.miniconda3 in my case.environment.ymls and check whether these work.Finally I also reduced my logical volume with https://blog.shadypixel.com/how-to-shrink-an-lvm-volume-safely/ but this is only for Linux users using LVMs.
This way I was able to free 20 to 30 GB of space.