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Answered
Hi, I Have Run A Task And Called .Upload_Artifact() To Upload The Pandas Dataframe To Clearml, But It Seemed Like Even After .Upload_Artifact() Has Done Its Job, The Task'S Terminal Didn'T Terminate. The Uploaded Artifacts Are Shown On The Gui, But When I

Hi,
I have run a task and called .upload_artifact() to upload the pandas DataFrame to ClearML, but it seemed like even after .upload_artifact() has done its job, the task's terminal didn't terminate. The uploaded artifacts are shown on the GUI, but when I tried downloading them, it failed. I checked the file existence following the showing url (on GUI) to my MinIO storage and it seemed like the directory for the task is created but the artifacts are not inside there.
What are the possible causes? Thanks in advance.
I tried reinstall both clearml and clearml-agent, and it didn't work.

  
  
Posted one year ago
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Answers 5


Most likely the files is large and it's just uploading it?

  
  
Posted one year ago

but it seemed like even after .upload_artifact() has done its job, the task's terminal didn't terminate.

DeterminedOwl36 I'm not sure I understand this statement - do you mean the console print outs did not day "task completed"?

  
  
Posted one year ago

DeterminedOwl36 perhaps this is a side-effect of the running environment? What are you using to run the experiment? Is this clearml-agent running the experiments remotely?

  
  
Posted one year ago

It printed "ClearML couldn't detect iterations..." something like this, but the process never ends, just freezes here. I mean I can't run any further commands with this terminal cuz it's running this task, except ctrl+c.

  
  
Posted one year ago

SuccessfulKoala55 I don't think so cuz the files are just small dataframes and the thing is I tried saving those output files on my local machine then created a new task, uploaded them with a new code on .ipynb, and it took less than a minute and everything works fine. (the frozen script is .py)

  
  
Posted one year ago
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