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#4856·autogluon

[tabular] Log warning when user specifies a s3 path for TabularPredictor(path) and TabularPredictor.load(path)

Author: InnixmaCreated Jan 31, 2025Updated Jun 17, 2026
LabelsbugAPI & Docmodule: tabular

We don't fully support s3 path for TabularPredictor artifacts, and users doing so may experience numerous bugs.

For example, deleting models and files simply does not work if the path is in s3. Also, certain files are loaded multiple times during fit, and would require an s3 download each time they are accessed which is inefficient.

We should either log a warning if the user tries to do this, or potentially an exception (with the user able to specify a global variable to bypass).

Additionally, we should add simple code for the user to copy their artifact from local to s3, and from s3 to local. We should reference this logic as part of the warning/exception.

Source: autogluon/autogluon

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