Expose low latency APIs from Deltalake for mobile apps and microservices

[jcapplefields88]

My company is using Deltalake to extract customer insights and run batch scoring with ML models. I need to expose this data to some microservices thru gRPC and REST APIs. How to do this? I'm thinking to build Spark pipelines to extract teh data, store it in a fast cache like Redis and create some APIs in front. Is there a faster solution?

[Atanu]

I think your mentioned plan work with your use case for low latency . but you may go through this book if that helps. https://www.databricks.com/p/ebook/the-wisdom-of-transitioning-to-a-data-lakehouse-strategy?utm_medi...

Not super familiar but should give more insight.

[jose_gonzalez]

Hi @John Capplefield​,

Just a friendly follow-up. Did you have time to check Atanu's docs? do you still need help? please let us know.

[Noopur_Nigam]

Hi @John Capplefield​ Gentle follow-up, please let us know if you need further help on this.