Loading Keras model from ADLS

crimson — Tue, 02 Apr 2024 13:56:29 GMT

I want to load a Keras model using abfss. As far as I know, this is not possible, and the only way of doing this is by copying the model from ADLS to dbfs.

I am concerned about the data governance, as everybody could potentionally modify/delete the model in dbfs. What would be the correct way to do this?

Re: Loading Keras model from ADLS

crimson — Mon, 15 Apr 2024 12:06:34 GMT

Hi @Retired_mod,

Can you please elaborate on these or share related documentation?

Use Access Control Lists (ACLs) or Shared Access Signatures (SAS) to restrict access further.
Is it possible to use ACLs to control DBFS access?
Serialize your Keras model (architecture and weights) to a file format that Keras understands (e.g., HDF5 format).
Any example you can provide?
When needed, deserialize the model from ADLS and load it into Databricks.
This would cause the same issue, wouldn't it?

Thank you

topic Re: Loading Keras model from ADLS in Data Governance

Loading Keras model from ADLS

Re: Loading Keras model from ADLS