CODEWITHSUNDEEP
anacondaconda
kgf3JfUtW
kgf3JfUtW

Reputation: 14926

conda create --clone v.s. copying the environment directly

https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html

I understand that

You can make an exact copy of an environment by creating a clone of it:

conda create --name myclone --clone myenv

where myenv is an existing environment.

How is conda create --clone different from copying the environment directory directly into new location?

Upvotes: 20

Views: 30049

Answers (1)

merv
merv

Reputation: 76950

Conda maintains hardlinks to reduce physical disk usage. Normal copying will simply make physical duplicates, wasting a bunch of space unnecessarily.

The most problematic issue is that of files that include absolute paths. Copying alone would result in coupling to the original environment in a cryptic way. This could lead to changes in the original environment implicitly affecting the copied one. There is the conda-prefix-replacement tool for use in rewiring these absolute links.1

Lastly, there are also packages that run post-link installation scripts. Copying wouldn't be running these, which could lead to undefined behavior.

[1]: An historical note might be of interest to some - especially for this oh-so-appropriately named piece of software. This tool (cpr) arose from a major breakage in Anaconda when MacOS users upgraded to Catalina (10.15) (see blog post). Older installers of Anaconda would sometimes use /anaconda as the installation directory, but Apple made creating folders in system volume root off-limits in MacOS 10.15. This resulted in users' Anaconda installations getting moved during the upgrade, and ultimately breaking them. The cpr tool thus provided a mean of resuscitating these incapacitated Conda installations.

Upvotes: 29

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