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Hi All I Am Would Like To Somehow Prevent Clearml Caching From Caching A Task That Hasn'T Uploaded Artifacts (Using Cache_Executed_Step In

Hi all
I am would like to somehow prevent clearml caching from caching a task that hasn't uploaded artifacts (using cache_executed_step in add_step )?
Can that be done?

Posted 2 months ago
Votes Newest

Answers 6

But I am considreing just failing the task.

This will of course work, just raise exception in the Task itself, and protect the call from the pipeline logic function with try/except

regrading the second option, try to nullify the hash on the Component Task:

# running the Task component here
# if we do not want someone to use us
Task.current_task()._set_runtime_properties({"pipeline_job_hash": None})
Posted 2 months ago

@<1533619716533260288:profile|SmallPigeon24> , failed task should not actually be reused (i.e. cached), are you saying a failed Task is being reused? or are you saying that you want to "invalidate" the cache in the execution but still leave the Task as completed ?

Posted 2 months ago

Thank you!

Posted 2 months ago

Yes. Sometimes, task (on HIL finish but fails on the HIL and does not produce output. Is it possible to not fail the task and still mark it as uncacheable?

Posted 2 months ago

If possible, I would like the second option and invalidate caching that completed task. But I am considreing just failing the task.

Posted 2 months ago

Hi @<1533619716533260288:profile|SmallPigeon24> , can you please elaborate on your usecase ?

Posted 2 months ago
6 Answers
2 months ago
2 months ago