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Answered
Hello, Does Anyone Know How To Bypass Package Management By Clearml If Using Docker Mode? I Want To Achieve The Following -

Hello, Does anyone know how to bypass package management by clearml if using docker mode? I want to achieve the following -
Run agent in docker mode Push a task in queue on which the above agent is listening A container is deployed and no venvs are created. I want to then run my own scripts for package installation and not use a requirements file or provide --package (python packages). The task gets executedHas anyone tried to use their own package installation scripts instead of relying on clearml's package management system?

  
  
Posted one year ago
Votes Newest

Answers 7


TroubledHedgehog16 if you have a preinstalled conda env then why would you need to reinstall it from yml file? Also if this is the default python env, clearml-agent will inherit from it and use i, (no real overhead there)
Notice the reason for "inheriting system" python environments is so that the agent could cache the individual Task requirements, meaning next time it will not need to reinstall anything
wdyt?

  
  
Posted one year ago

Pass this to the func_step
docker_args="--env CLEARML_AGENT_SKIP_PYTHON_ENV_INSTALL=1",

  
  
Posted one year ago

Ideally I want to use conda environment.yml instead of a requirements file.

  
  
Posted one year ago

AgitatedDove14 You are right. I confused myself by making a minor error in passing flags.

  
  
Posted one year ago

you can do it with docker_bash_setup_script where you run conda install what you need

  
  
Posted one year ago

Amazing. Thanks! Is there a similar setting available for conda mode.

  
  
Posted one year ago

but how pass the file as argument, idk

  
  
Posted one year ago
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7 Answers
one year ago
one year ago
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