I have an installation of miniconda3 where I have created a virtual environment called py35. I have some libraries that I only want to use from within this environment. hence they are under
/.../miniconda3/envs/py35/libs
However they are not found from within the environment as LD_LIBRARY_PATH does not contain said folder. I now want to set LD_LIBRARY_PATH to include the /lib only when I am in the virtual environment.
I was thinking of modifying the activate script miniconda uses to start the environment but am not quite sure if this is standard practice or if there is an easier way to achieve this.
You can set environment variables when an environment is activated by editing the activate.d/env_vars.sh
script. See here: https://conda.io/docs/user-guide/tasks/manage-environments.html#macos-and-linux
The key portions from that link are:
Locate the directory for the conda environment in your Terminal window, such as
/home/jsmith/anaconda3/envs/analytics
.Enter that directory and create these subdirectories and files:
cd /home/jsmith/anaconda3/envs/analytics mkdir -p ./etc/conda/activate.d mkdir -p ./etc/conda/deactivate.d touch ./etc/conda/activate.d/env_vars.sh touch ./etc/conda/deactivate.d/env_vars.sh
Edit
./etc/conda/activate.d/env_vars.sh
as follows:#!/bin/sh export MY_KEY='secret-key-value' export MY_FILE=/path/to/my/file/
Edit
./etc/conda/deactivate.d/env_vars.sh
as follows::#!/bin/sh unset MY_KEY unset MY_FILE
When you run
conda activate analytics
, the environment variables MY_KEY and MY_FILE are set to the values you wrote into the file. When you runconda deactivate
, those variables are erased.
Exactly what I was looking for. Thank you. Only small alteration since I add something to
LD_LIBRARY_PATH
I cannot use unset. Instead I doexport LD_LIBRARY_PATH=${LD_LIBRARY_PATH/'PATH_I_ADDED
/""}` in the deactivation scriptI've been trying to do this but the .sh files in the activate.d folder do not seem to be executing when I activate the conda environment. The new environment variables I create do not exist. Any pointers on this? Thank you!
Upvoted, useful stuff. Is there a way of doing this when creating the environment? does not seem the right thing to do with automated deployment
@E.Serra There are
pre-link
,post-link
, andpost-unlink
scripts that are used when a package is installed, which occurs on environment creation.Is there a good reason why this is not done automatically by conda? After all, the user of an environment is expected to be able to use mutually-dependent libraries by activating the environment. A lot of these environment-specific packages are shared libraries and python wrappers for them, so when would you NOT want to do this? Shouldn't env-specific .so files ALWAYS take precedence over other locations?