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Answered
I'M New Here, Hello Everyone

I'm new here, hello everyone 🙂
I have a question about pipelines. In my project, I try to run some code doing stuff, via a ClearML pipeline, in a ClearML agent/ docker mode.

clearml-agent daemon --docker registry/my_image

I need the docker image because do_stuff() needs specific things in the image as dependencies.
I run the clearml-agent on my own computer.
The code launching the pipeline looks like this:

# my_proj/pipeline.py

from my_module.stuff import do_stuff
from clearml import PipelineController


pipe = PipelineController(
    ...
)

pipe.add_function_step(function=do_stuff)

pipe.start()

When I run that code on my own computer, I can see the pipeline ongoing on ClearML server. The first step begins and fails with:

Traceback (most recent call last):
  File "/root/.clearml/venvs-builds/3.8/code/pipeline.py", line 5, in <module>
    from my_module import do_stuff
ModuleNotFoundError: No module named 'my_module'

Now I wonder how the clearml agent is supposed to find that code.
In my understanding, clearml agent creates a venv inside the docker container, installing clearml stuff and then run pipeline.py (which I don't know how it appears here). It doesn't seem to git clone anything.

I need your help to understand that.
Should the code be embedded in the docker image? Any alternative? (map volumes, ...) How to set path to code to execute ?

Thanks

  
  
Posted 2 months ago
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Answers 2


Hi @<1716263152817016832:profile|TartHare54> , is the module part of some repository?

  
  
Posted 2 months ago

Hi @<1523701070390366208:profile|CostlyOstrich36> . Thanks.
Yes it is. With some slight modification, clearml agent finally tries to git clone the repo.
But it does that after some execution of part of my pipeline.py , so I think I get something wrong.

  
  
Posted 2 months ago
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2 months ago
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