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I Have A Bunch Of Python Modules With Clearml Tasks. They Are Using 3Rd-Party Libraries But No Module Uses Code From Another Module. When I Run Such A Task Remotely - Then Clearml Deduces The Dependencies From Imports, Which Works Fine. Now I Decided To T


Hi FiercePenguin76
By default clearml will list only the packages you import, and not derivative packages.
This means that if you import package X and it imports package Y , only package X will be listed.
The way it should work is by statically analyzing the entire repository, but if you import a local package from a different local folder, and that folder is Not in the same repo, it will not get listed (obviously if you install the external local package, it will be listed)
To have the Full pip freeze as "installed packages" you can do:
Task.force_requirements_env_freeze() Task.init(...)If you want you can also supply the local requirements.txt with:
Task.force_requirements_env_freeze(requirements_file="requirements.txt") Task.init(...)Make sense ?

  
  
Posted 2 years ago
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