I have a conda environment named old_name, how can I change its name to new_name without breaking references?
As the answer from @pkowalczyk mentioned some drawbacks: In my humble opinion, the painless and risk-free (workaround) way is following these steps instead:
conda env export > environment.ymlenvironment.yml file and change the name of the environment as you desire (usually it is on the first line of the yaml file)conda env create -f environment.ymlThis process takes a couple of minutes, and now you can safely delete the old environment.
P.S. nearly 5 years and conda still does not have its "rename" functionality.
You can rename your Conda env by just renaming the env folder. Here is the proof:
You can find your Conda env folder inside of C:\ProgramData\Anaconda3\envs or you can enter conda env list to see the list of conda envs and its location.
conda should have given us a simple tool like cond env rename <old> <new> but it hasn't. Simply renaming the directory, as in this previous answer, of course, breaks the hardcoded hashbangs(#!).
Hence, we need to go one more level deeper to achieve what we want.
conda env list
# conda environments:
#
base * /home/tgowda/miniconda3
junkdetect /home/tgowda/miniconda3/envs/junkdetect
rtg /home/tgowda/miniconda3/envs/rtg
Here I am trying to rename rtg --> unsup (please bear with those names, this is my real use case)
$ cd /home/tgowda/miniconda3/envs
$ OLD=rtg
$ NEW=unsup
$ mv $OLD $NEW # rename dir
$ conda env list
# conda environments:
#
base * /home/tgowda/miniconda3
junkdetect /home/tgowda/miniconda3/envs/junkdetect
unsup /home/tgowda/miniconda3/envs/unsup
$ conda activate $NEW
$ which python
/home/tgowda/miniconda3/envs/unsup/bin/python
the previous answer reported upto this, but wait, we are not done yet!
the pending task is, $NEW/bin dir has a bunch of executable scripts with hashbangs (#!) pointing to the $OLD env paths.
See jupyter, for example:
$ which jupyter
/home/tgowda/miniconda3/envs/unsup/bin/jupyter
$ head -1 $(which jupyter) # its hashbang is still looking at old
#!/home/tgowda/miniconda3/envs/rtg/bin/python
So, we can easily fix it with a sed
$ sed -i.bak "s:envs/$OLD/bin:envs/$NEW/bin:" $NEW/bin/*
# `-i.bak` created backups, to be safe
$ head -1 $(which jupyter) # check if updated
#!/home/tgowda/miniconda3/envs/unsup/bin/python
$ jupyter --version # check if it works
jupyter core : 4.6.3
jupyter-notebook : 6.0.3
$ rm $NEW/bin/*.bak # remove backups
Now we are done 💯
I think it should be trivial to write a portable script to do all those and bind it to conda env rename old new.
I tested this on ubuntu. For whatever unforseen reasons, if things break and you wish to revert the above changes:
$ mv $NEW $OLD
$ sed -i.bak "s:envs/$NEW/bin:envs/$OLD/bin:" $OLD/bin/*
I'm using Conda on Windows and this answer did not work for me. But I can suggest another solution:
rename enviroment folder (old_name to new_name)
open shell and activate env with custom folder:
conda.bat activate "C:\Users\USER_NAME\Miniconda3\envs\new_name"
now you can use this enviroment, but it's not on the enviroment list. Update\install\remove any package to fix it. For example, update numpy:
conda update numpy
after applying any action to package, the environment will show in env list. To check this, type:
conda env list
conda create --name new_name --copy --clone old_name is better
I use conda create --name new_name --clone old_name which is without --copy
but encountered pip breaks...
the following url may help Installing tensorflow in cloned conda environment breaks conda environment it was cloned from
You can't.
One workaround is to create clone a new environment and then remove the original one.
First, remember to deactivate your current environment. You can do this with the commands:
deactivate on Windows orsource deactivate on macOS/Linux.Then:
conda create --name new_name --clone old_name
conda remove --name old_name --all # or its alias: `conda env remove --name old_name`
Notice there are several drawbacks of this method:
--offline flag to disable it)There is an open issue requesting this feature.
Based upon dwanderson's helpful comment, I was able to do this in a Bash one-liner:
conda create --name envpython2 --file <(conda list -n env1 -e )
My badly named env was "env1" and the new one I wish to clone from it is "envpython2".