sillsdev / sillsdev/silnlp

'parent' folder not copied to ClearML after preprocessing locally

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enhancement needs to be revisited
Dominant language
Python
Stars
39
Forks
7
Avg merge
1d 9h
Merged PRs (30d)
5

Description

If the preprocessing step is done locally, and then the training and testing steps are launched on ClearML using the silnlp.nmt.experiment script, the 'parent' folder that was created during local preprocessing is not copied from the S3 bucket to the AQUA server. This prevents the training step from running.

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start with the silnlp.nmt.experiment entry point and trace how locally preprocessed data is copied from the S3 bucket to the AQUA server. Verify how the 'parent' folder is handled during that transfer. Done means the folder is available on AQUA and the ClearML-launched training step runs successfully.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, python
Domain
cloud, machine-learning
Issue type
Bug
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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