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exp init: create output dirs #7752

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merged 1 commit into from Jun 7, 2022
Merged

exp init: create output dirs #7752

merged 1 commit into from Jun 7, 2022

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dberenbaum
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Related to #7740 (comment).

This PR creates output directories (but not any files) during dvc exp init, which accomplishes:

  1. Avoiding errors when trying to Git-ignore those outputs.
  2. Making it easier for users to generate outputs without needing to generate the parent directories.
$ dvc exp init --metrics eval.json --plots eval/scalars --models models/predict.h5 python train.py
Creating dependencies: src, data and params.yaml
Creating output directories: eval/scalars and models
Creating train stage in dvc.yaml

Ensure your experiment command creates eval.json, eval/scalars and models/predict.h5.
You can now run your experiment using "dvc exp run".

@dberenbaum dberenbaum requested a review from skshetry May 16, 2022 17:08
@dberenbaum dberenbaum requested a review from a team as a code owner May 16, 2022 17:08
@dberenbaum
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@skshetry pinging you for review 🙏

Comment on lines +83 to +84
new_deps: List["Dependency"],
new_out_dirs: List[str],
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This is a bit inconsistent, with new_deps being List[Dependency] and others being a List[str], but don't have any good ideas. :)

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Maybe we don't need to return List[Dependency], that may be a better solution. But it's fine for now. :)

@jorgeorpinel
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Probably needs some docs updates?

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jorgeorpinel commented Jun 11, 2022

I guess we're using iterative/dvc.org#3430 (comment) to include this too.

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3 participants