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init command to generate a kitfile #124

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bmicklea opened this issue Mar 14, 2024 · 0 comments
Open

init command to generate a kitfile #124

bmicklea opened this issue Mar 14, 2024 · 0 comments
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CLI Topics related to the CLI *Salmon not pink enhancement New feature or request next-sprint

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@bmicklea
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bmicklea commented Mar 14, 2024

Implement an init command to initialize a kitfile on a given repository. The command should be able to introspect the folder and suggests a kitfile. It should also be able to use artifacts from different frameworks like MLFlow to initialize the information

The init command is an interactive command. It should be able to discover artifacts on a folder like jupyter notebooks, csv. json, well known serialized models and interactively complete the generation of the kitfile.

Also init should recognize and generate kitfile from the info generated by MLFlow's save_model

@bmicklea bmicklea added enhancement New feature or request ModelKit Topics related to ModelKit labels Mar 14, 2024
@gorkem gorkem changed the title Build kitfile from MLFlow folder init command to generate a kitfile Mar 14, 2024
@gorkem gorkem added CLI Topics related to the CLI *Salmon not pink and removed ModelKit Topics related to ModelKit labels Mar 19, 2024
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Labels
CLI Topics related to the CLI *Salmon not pink enhancement New feature or request next-sprint
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