clearml
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bash command as a Pipeline step or specify execution path of a task within a Pipeline
Is there a way to specify the execution path of a task within a Pipeline, or use bash command as a Pipeline step?
I construct a pipeline with existing tasks, when running the pipeline in local mode with pipe.start_locally(run_pipeline_steps_locally=True)
, it seems all the steps/tasks are cloned and executed in the default root directory(i.e. /home/user/
on Linux), since I have some relative path settings(hydra.main()
)in the step scripts, the default behavior of ClearML makes it invalid anymore. I've tried to
-
set_script
for each step/task -
use
Task.create
to instantiate a task with local repo url and entry point
But neither method works. Basically a step/task of mine should be executed as a bash command, something like python /path/to/script.py
, but in ClearML within a Pipeline, this step/task--seems to me--is executed as python /home/user/script.py
, so is there a way to either
-
set the execution path of a task/step within a Pipeline or
-
use a shell command as a Pipeline task/step similar to some workflow management tools like Airflow and Prefect
Hi @Waerden001,
Sorry for the late response 🙏
Are you referring to tasks or functions?
If this is tasks, it is on the Task; If this is a function, shouldn't it be the CWD
of the git repository?