Anaconda export Environment file
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Chapters
00:00 Anaconda Export Environment File
00:27 Accepted Answer Score 395
01:39 Answer 2 Score 95
02:03 Answer 3 Score 92
02:43 Answer 4 Score 9
03:25 Thank you
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Full question
https://stackoverflow.com/questions/4127...
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Content licensed under CC BY-SA
https://meta.stackexchange.com/help/lice...
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Tags
#python #python3x #anaconda #conda
#avk47
ACCEPTED ANSWER
Score 395
I can't find anything in the conda specs which allows you to export an environment file without the prefix: ... line. However, like Alex pointed out in the comments, conda doesn't seem to care about the prefix line when creating an environment from the file.
With that in mind, if you want the other user to have no knowledge of your default install path, you can remove the prefix line with grep before writing to environment.yml.
conda env export | grep -v "^prefix: " > environment.yml
Either way, the other user then runs:
conda env create -f environment.yml
and the environment will get installed in their default conda environment path.
If you want to specify a different install path than the default for your system (not related to 'prefix' in the environment.yml), just use the -p flag followed by the required path.
conda env create -f environment.yml -p /home/user/anaconda3/envs/env_name
Note that Conda recommends creating the environment.yml by hand, which is especially important if you are wanting to share your environment across platforms (Windows/Linux/Mac). In this case, you can just leave out the prefix line.
ANSWER 2
Score 95
The easiest way to save the packages from an environment to be installed in another computer is:
$ conda list -e > req.txt
then you can install the environment using
$ conda create -n <environment-name> --file req.txt
if you use pip, please use the following commands: reference https://pip.pypa.io/en/stable/reference/pip_freeze/
$ env1/bin/pip freeze > requirements.txt
$ env2/bin/pip install -r requirements.txt
ANSWER 3
Score 92
- Linux or Mac
conda env export --no-builds | grep -v "prefix" > environment.yml
- Windows
conda env export --no-builds | findstr -v "prefix" > environment.yml
Rationale: By default, conda env export includes the build information:
$ conda env export
...
dependencies:
- backcall=0.1.0=py37_0
- blas=1.0=mkl
- boto=2.49.0=py_0
...
You can instead export your environment without build info:
$ conda env export --no-builds
...
dependencies:
- backcall=0.1.0
- blas=1.0
- boto=2.49.0
...
Which unties the environment from the Python version and OS.
ANSWER 4
Score 9
- First activate your conda environment (the one u want to export/backup)
conda activate myEnv
- Export all packages to a file (myEnvBkp.txt)
conda list --explicit > myEnvBkp.txt
- Restore/import the environment:
conda create --name myEnvRestored --file myEnvBkp.txt
And if you're using the Mamba or the recent Miniforge3 distribution, use the following commands:
- First activate your conda environment (the one u want to export/backup)
mamba activate myEnv
- Export all packages to a file (myEnvBkp.txt)
mamba list --explicit > myEnvBkp.txt
- Restore/import the environment:
mamba create --name myEnvRestored --file myEnvBkp.txt