exp init: add simple dvc exp init command #6621
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| metrics_no_cache=[metrics], | ||
| plots_no_cache=[plots], | ||
| live=dvclive, | ||
| force=True, |
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I think force should probably be an included flag. Not sure it's a good idea to force by default.
Edit: It might be unclear to a new user that this may overwrite an existing stage.
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Also a note that we obviously need to revisit this later to generalize for other templates.
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I'll add the force option internally on the next PR. :)
| _, ext = os.path.splitext(params_path) | ||
| params = list(LOADERS[ext](params_path)) |
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It doesn't need to block this PR, but see #6605 for proposal to eliminate need for parameter parsing here.
| help="Prompt for values that are not provided", | ||
| ) | ||
| experiments_init_parser.add_argument( | ||
| "--template", help="Stage template to use to fill with provided values" |
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I think we should include the default value in the help message (and for all non-boolean options below).
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Will add defaults in the upcoming PRs, as the place where I'll keep those defaults may constantly change. :)
| params=[{params_path: params}], | ||
| metrics_no_cache=[metrics], | ||
| plots_no_cache=[plots], | ||
| live=dvclive, |
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Default stage can ignore --dvclive arg. We probably need conditional arg parsing based on the template, throwing an error if a provided argument is irrelevant for that template.
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We don't have a default stage/template yet, so I left it with the default. I'll change this when we have templates.
Co-authored-by: Dave Berenbaum <[email protected]>
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@dberenbaum, I am merging this and will follow up on your comments in the future PRs. The command is hidden meanwhile. |
| "--template", help="Stage template to use to fill with provided values" | ||
| ) | ||
| experiments_init_parser.add_argument( | ||
| "--explicit", help="Only use the path values explicitly provided" |
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By the way, feel free to suggest a better name for this option. Maybe --ignore-missing?
Simpler, initial implementation for
exp init.Closes #6441.
Part of #6446.