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although you have set up anaconda python env, the ros2 still use your system setup (so it is your system python3 envs). Therefore, you can use

pip3 install empy lxml --user

to install your pkg for ros2.

I am also wondering if one can use anaconda envs. I will check the env setup files in ros2. If anyone has some suggestions, pls let me know.