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Hello Channel, I Am Struggling A Lot On An Issue Linked To

Hello channel,

I am struggling a lot on an issue linked to ClearMl agent and AWS Autoscaler .
This issue is very problematic and urgent, please help me out! We need the autoscaler to work to be able to pull and execute our tasks correctly.

Context:
I want to install a poetry environment from a poetry.lock file located at the root of my repository.
I have a bash script running allowing to install poetry and install python 3.9.16 using Pyenv (needed by my poetry env).
The installation goes on, my repository is cloned, poetry is detected and then poetry installation fails directly without any logs (even when using the verbose mode).

Here is the clearml.conf of my AWS autoscaler config and the logs of one of the latest runs (you can find the bash script inside it) + snippet of the error :

Poetry Enabled: Ignoring requested python packages, using repository poetry lock file!
Creating virtualenv alfred in /root/.clearml/venvs-builds/3.9/task_repository/alfred.git/.venv
Using virtualenv: /root/.clearml/venvs-builds/3.9/task_repository/alfred.git/.venv
Installing dependencies from lock file
Finding the necessary packages for the current system
Package operations: 351 installs, 1 update, 1 removal, 22 skipped
failed installing poetry requirements: Command '['poetry', 'install', '-n', '-v']' returned non-zero exit status 1.
Ignoring pip: markers 'python_version >= "3.10"' don't match your environment 
agent {
    vcs_cache.enabled: false

    package_manager: {
          type: poetry,
          poetry_version: "1.4.2",
          poetry_install_extra_args: ["-v"],
     }  
}

sdk {
    development {
         store_code_diff_from_remote: false,
    }

}

Issue and what has been done:

  • I tested all clearml.co nf parameters without success
  • I created an AWS instance, ssh-ed into it and try the installation of poetry and it worked...
  • Last but not least which leads to my full confusion : I setted up SSH access to the AWS autoscaler instances, SSHed to it during runtime, went into the created docker container, waited until the git clone command made effect and poetry installation failed to be able to try myself the poetry install -n -v command. Again, It worked... I am extremely confused because it works on the instance itself created by the autoscaler, but it does not work when running on ClearML. What am I missing??
    Thank you a lot for your time,
    CC @<1523701070390366208:profile|CostlyOstrich36> @<1523701205467926528:profile|AgitatedDove14> @<1523701087100473344:profile|SuccessfulKoala55>
  
  
Posted one year ago
Votes Newest

Answers 40


I guess it makes no sense because of the steps a clearml-agent works...
I also thought about going to pip mode but not all packages are detected from our poetry.lock file unfortunately so cannot do that.

  
  
Posted one year ago

My issue has been resolved going with pip.

  
  
Posted one year ago

@<1556812486840160256:profile|SuccessfulRaven86> , did you install poetry inside the EC2 instance or inside the docker? Basically, where do you put the poetry installation bash script - in the 'init script' section of the autoscaler or on the task's 'setup shell script' in execution tab (This is basically the script that runs inside the docker)

It sounds like you're installing poetry on the ec2 instance itself but the experiment runs inside a docker container

  
  
Posted one year ago

@<1523701070390366208:profile|CostlyOstrich36> poetry is installed as part of the bash script of the task.

The init script of the AWS autoscaler only contains three export variables I set.

  
  
Posted one year ago

Yes indeed, but what about the possibility to do the clone/poetry installation ourself in the init bash script of the task?

  
  
Posted one year ago

Because I was ssh-ing to it before the fail. When poetry fails, it installs everything using PIP

  
  
Posted one year ago

When the task finally failed, I was kicked of from the container

  
  
Posted one year ago

Yes should be correct. Inside the bash script of the task.

  
  
Posted one year ago

I am literrally trying with 1 package and python and it fails. I tried with python 3.8 3.9 and 3.9.16. and it always fail --> not linked to python version. What is the problem then? I am wondering if there is not an intrinsic bug

  
  
Posted one year ago

where did you specify it?

  
  
Posted one year ago
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