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How to add signature to model logged through feature store?

vives
New Contributor II

It seems that the current method log_model from the FeatureStoreClient class lacks a way to pass in the model signature (as opposed as doing it through mlflow directly). Is there a workaround to append this information? Thanks!

3 REPLIES 3

Arnold69
New Contributor II

How to add signature to model logged through feature store? It seems that the current method log_model from the FeatureStoreClient class.

AmirLyall
New Contributor II
New Contributor II

Hello!

You can log a model with a signature by passing a signature object as an argument with your log_model call. Please see here.

Here's an example of this in action in a databricks notebook.

Hope that helps!

-Amir

vives
New Contributor II

Hi Amir,

thanks for the reply. However, the issue arises when logging the model through the FeatureStoreClient class' method "log_model" (as seen in page 6 here https://docs.gcp.databricks.com/_static/documents/feature-store-python-api-reference-0-3-6.pdf), let me know if that helps!

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