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Local saving of artifacts/dataframes #3139

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u3Izx9ql7vW4 opened this issue Apr 18, 2024 · 0 comments
Open

Local saving of artifacts/dataframes #3139

u3Izx9ql7vW4 opened this issue Apr 18, 2024 · 0 comments
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type / enhancement Issue type: new feature or request

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u3Izx9ql7vW4 commented Apr 18, 2024 •
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馃殌 Feature

Permit arbitrary artifacts associated with a run to be tracked/saved, not just in S3 but locally as well.

Motivation

Dataframes associated with a run cannot be saved afaik, and it is useful to visually inspect them. These dataframes either do not fit into metrics, or the developer does not wish to couple the Aim library deeply into the program.

Pitch

A DataFrame or Artifact object that can be saved similar to Image, and Figure. For dataframes, they would ideally be viewable on the aim UI with the option to download as CSV.
@u3Izx9ql7vW4 u3Izx9ql7vW4 added the type / enhancement Issue type: new feature or request label Apr 18, 2024
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