ClearML FAQ | Hi Everyone, Is There A Way To Avoid The Environment Setup When Running A Task Using A Worker? I Am Currently Using A Custom Docker Image That Already Has All The Require Packages Installed. I Tried Setting The Env Var

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Hi Everyone, Is There A Way To Avoid The Environment Setup When Running A Task Using A Worker? I Am Currently Using A Custom Docker Image That Already Has All The Require Packages Installed. I Tried Setting The Env Var

Hi everyone, is there a way to avoid the environment setup when running a task using a worker?
I am currently using a custom docker image that already has all the require packages installed. I tried setting the env var CLEARML_AGENT_SKIP_PIP_VENV_INSTALL=/usr/bin/python both for the docker container and for host machine (one at a time and at the same time) but it still tries to install everything

  				
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	2 years ago

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					SteepDeer88
				
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Hi SteepDeer88 , if you use CLEARML_AGENT_SKIP_PIP_VENV_INSTALL the agent will not install the virtual environment. It will still verify the requests, but if you already have these installed, it should not take any time

  				
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	2 years ago

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					SuccessfulKoala55
				
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SteepDeer88
Try the following:
` Task.add_requirements("pycocotools-windows", "; platform_system == "Windows"")
Task.add_requirements("pycocotools", "; platform_system != "Windows"")

Task.init(...) You should see in your "installed packages" something like: pycocotools-windows ; platform_system == "Windows"
pycocotools ; platform_system != "Windows" `

  				
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	2 years ago

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					AgitatedDove14
				
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SuccessfulKoala55 thanks for the reply! I think I have a very specific use case.
I am calling execute_remotely from a Windows machine which has pycocotools-windows installed, but my docker container is running Ubuntu with pycocotools installed, and even with CLEARML_AGENT_SKIP_PIP_VENV_INSTALL set it tries to install the windows specific package and fails.
Is there a way to completely skip verifying the requirements?

  				
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