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Hello, I'M Trying To Use The Agent To Orchestrate Tasks - Our Install Is Quite Complicated And I'Ve Wrapped It All Up With The Code In A Docker Container; Is There A Way To Get The Agent To Just Run A Command In The Container Rather Than Try To Build/Inst

Hello, I'm trying to use the agent to orchestrate tasks - our install is quite complicated and I've wrapped it all up with the code in a docker container; is there a way to get the agent to just run a command in the container rather than try to build/install/etc?

  
  
Posted one year ago
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Answers 25


So, removed docker to debug - I couldn't get the agent to use the python and virtualenv I wanted without also running the agent from that same virtualenv

  
  
Posted one year ago

Hmm, it seems like it's still trying to pip install my requirements int he container

  
  
Posted one year ago

depend on how the agent is launched ...

  
  
Posted one year ago

your need both in certain case

  
  
Posted one year ago

CLEARML_AGENT_SKIP_PIP_VENV_INSTALL=/path/to/my/vemv/bin/python3.12 clearml-agent bla

  
  
Posted one year ago

in that case yes. What happen is that in docker mode:
you run a clearml agent, that then receive a task
create a container
install another agent inside that container
then run that second agent inside the container
that second agent then pull the task and do the usuall build/install

CLEARML_AGENT_SKIP_PYTHON_ENV_INSTALL=true need to be set on that second agent somehow ...

  
  
Posted one year ago

yeah, I was using the system python initially

  
  
Posted one year ago

ok, thx, need to think about this a bit more

  
  
Posted one year ago

so i guess it need to be set inside the container

  
  
Posted one year ago

I use CLEARML_AGENT_SKIP_PIP_VENV_INSTALL=/path/to/my/vemv/bin/python3.12 and it work for me

  
  
Posted one year ago

tried setting python_binary

  
  
Posted one year ago

in my case, I set eveything inside the container, including the agent and not using docker mode altogether.
When my container start, it start the agent inside it in "normal" mode

  
  
Posted one year ago

are you using the agent docker mode ?

  
  
Posted one year ago

one specify the venv python, the other tell it to not do anything

  
  
Posted one year ago

guess I could set it in the dockerfile

  
  
Posted one year ago

Try to set CLEARML_AGENT_SKIP_PYTHON_ENV_INSTALL=true in the terminal start clearml-agent
See None

  
  
Posted one year ago

do I need to set it in the container as well?

  
  
Posted one year ago

inside the script that launch the agent, I set all the env need (aka disable installation with the var above)

  
  
Posted one year ago

it always wanted to use the system python

  
  
Posted one year ago

thx for that info

  
  
Posted one year ago

ok, interesting overloading of that param, looking at the source code confirms that behavior

  
  
Posted one year ago

yes

  
  
Posted one year ago

there is a tricky thing: clearml-agent should not be running from a venv itself ... don't remember where I read that doc

  
  
Posted one year ago

hmm, interesting, I was just sepcifying CLEARML_AGENT_SKIP_PYTHON_ENV_INSTALL=true

  
  
Posted one year ago

but I couldn't get it to use my pre-created virutalenv

  
  
Posted one year ago
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