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Azure blob storage support in Java feature server

Open adchia opened this issue 4 years ago • 4 comments

Expected Behavior

Feast Java feature servers should be able to read from a registry in Azure blob storage.

Current Behavior

Azure users can use the python feature server through https://github.com/Azure/feast-azure/tree/main/cluster/sdk or use an old Spark centric approach for feature serving. We should enable Java serving support as well

Possible Solution

https://github.com/feast-dev/feast/blob/master/java/serving/src/main/java/feast/serving/config/RegistryConfig.java#L48 has AWS/GCP equivalents. We should implement the interface for Azure.

adchia avatar Feb 17 '22 20:02 adchia

cc @andrijaperovic @tpvasconcelos

adchia avatar Feb 17 '22 20:02 adchia

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

stale[bot] avatar Jun 23 '22 01:06 stale[bot]

Hi, Thanks for creating this issue, our application is very latency critical and python server is not able to meet the requirement. Can I know if there is any update for this. We are using feast 0.19.4

mdrijwan123 avatar Jul 05 '22 10:07 mdrijwan123

Hi!

I would recommend moving forward solving this through using the Go feature server (https://github.com/feast-dev/feast/blob/projectMetadata/go/internal/feast/registry/registry.go#L319)

We're just finishing stabilization of this and it should also be easier to configure

CC @samuel100 . This'll be made easier once we migrate the Azure connector into the main repo

adchia avatar Jul 14 '22 02:07 adchia

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

stale[bot] avatar Nov 12 '22 11:11 stale[bot]