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Hi, I Want Clearml To Not Install Packages From My Pycharm Environment, But Activate An Environment I Have Locally On The Computer The Agent Is Installed On, Is The Variable Clearml_Agent_Skip_Pip_Venv_Install Relevant To This, And If So Can I Configure I

hi, i want clearml to not install packages from my pycharm environment, but activate an environment i have locally on the computer the agent is installed on, is the variable CLEARML_AGENT_SKIP_PIP_VENV_INSTALL relevant to this, and if so can i configure it in the script and not the agent configuration? as other runs might need to use a different env

  
  
Posted 2 years ago
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Answers 7


You're running your experiment from pycharm? Are you using the same environment in pycharm for all your experiments and you want the task to take packages from your 'agent' environment?

  
  
Posted 2 years ago

running from pycharm, i want it to use the env i have on the agent, like when i do venv/bin/activate.

  
  
Posted 2 years ago

for example i have a package that can't be installed with pip regularly, but with pip from a git repo, and when the agent installs the requirements from the pycharm env it gets an error as it can't find it with pip. so i thought of just having the environment locally and use it

  
  
Posted 2 years ago

I'm not sure if I'm missing something, but why not use that environment in pycharm then?

  
  
Posted 2 years ago

the package is keras-contrib, it can't be installed regularly with pip install, you need to use pip install git+ https://www.github.com/keras-team/keras-contrib.git

  
  
Posted 2 years ago

Hi ConvolutedChicken69
assuming you are runnign the agent in venv mode you can do something like:
$ CLEARML_AGENT_SKIP_PIP_VENV_INSTALL=1 clearml-agent daemon --queue defaultThis will basically only clone the code and use the default python the clearml-agent itself is using.
Does that help?
BTW:

it gets an error as it can't find it with pip.

What's the error? how come the package cannot be installed ?

  
  
Posted 2 years ago

It should be autodetected, and listed in the installed packages with something like:
keras-contrib @git+https://www.github.com/keras-team/keras-contrib.gitIs this what you are seeing?
If not you can add it manually with:
Task.add_requirements('git+ ') Task.init(...)Notice to call before Task.init

  
  
Posted 2 years ago
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