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CLI: Command to update a skops file #333
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Hi @BenjaminBossan , this sounds like a fun issue to work on. I can take it, if it's ok. 🙂 |
@EdAbati sure, go for it :) |
Hi both,
I thought we could compare the schemas (ignoring the
I'm a bit unsure how we could do this. Maybe by allowing the user to provide some test data and checking that the predictions are the same? 🤔 |
We should probably use
Sounds about right. |
That would be a possibility. Since it creates overhead, maybe it should be optional (could be added in a later PR too). |
The skops persistence format is updated over time, which may lead to bugs being fixed, performance being improved, reduced file size, etc. Therefore, as a user, I may want to upgrade my skops files periodically to ensure I can take advantage of the changes. Right now, I would need to do that manually but it would be nice for the skops CLI to offer this possibility.
Some optional features that come to mind:
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