How can you “clone” a conda environment into the root environment?

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深忆病人
深忆病人 2020-12-04 14:15

I\'d like the root environment of conda to copy all of the packages in another environment. How can this be done?

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  •  伪装坚强ぢ
    2020-12-04 14:54

    There are options to copy dependency names/urls/versions to files.

    Recommendation

    Normally it is safer to work from a new environment rather than changing root. However, consider backing up your existing environments before attempting changes. Verify the desired outcome by testing these commands in a demo environment. To backup your root env for example:

    λ conda activate root
    λ conda env export > environment_root.yml
    λ conda list --explicit > spec_file_root.txt
    

    Options

    Option 1 - YAML file

    Within the second environment (e.g. myenv), export names+ to a yaml file:

    λ activate myenv
    λ conda env export > environment.yml  
    

    then update the first environment+ (e.g. root) with the yaml file:

    λ conda env update --name root --file environment.yml     
    

    Option 2 - Cloning an environment

    Use the --clone flag to clone environments (see @DevC's post):

    λ conda create --name myclone --clone root
    

    This basically creates a direct copy of an environment.


    Option 3 - Spec file

    Make a spec-file++ to append dependencies from an env (see @Ormetrom):

    λ activate myenv
    λ conda list --explicit > spec_file.txt
    λ conda install --name root --file spec_file.txt
    

    Alternatively, replicate a new environment (recommended):

    λ conda create --name myenv2 --file spec_file.txt
    

    See Also

    • conda env for more details on the env sub-commands.
    • Anaconada Navigator desktop program for a more graphical experience.
    • Docs on updated commands. With older conda versions use activate (Windows) and source activate (Linux/Mac OS).
    • Discussion on keeping conda env

    +Conda docs have changed since the original post; links updated. ++Spec-files only work with environments created on the same OS. Unlike the first two options, spec-files only capture links to conda dependencies; pip dependencies are not included.

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