Loading Keras model from ADLS
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04-02-2024 06:56 AM
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?
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04-15-2024 05:06 AM
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
