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iterative / gto

🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
https://dvc.org/doc/gto
Apache License 2.0
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View DVC metrics with GTO #336

Closed mattangus closed 1 year ago

mattangus commented 1 year ago

Is there any way to show metrics for each model tagged with GTO?

aguschin commented 1 year ago

Hi @mattangus! Right now DVC metrics and GTO artifacts aren't connected, so there is no gto or dvc command that will do that. Can you please give some details and describe what are you trying to achieve? If you maybe have a CLI command example in mind, with input and output, that can help me get it :)

mattangus commented 1 year ago

Thanks for the reply! I would like to do something similar to:

$ gto show metrics
╒════════════════════════════╤══════════╤═══════════════╤═════════════╤═════════════════════╕
│ name                       │ latest   │ latest metric │ #production │ #production metric  │
╞════════════════════════════╪══════════╪═══════════════╪═════════════╪═════════════════════╡
│ my model                   │ v1.3.0   │ 0.4           │ v1.2.0      │ 0.38                │
╘════════════════════════════╧══════════╧═══════════════╧═════════════╧═════════════════════╛

Kind of combining dvc metrics show with gto show.