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Discussion on: To Domain Driven Design

kmruiz profile image
Kevin Mas Ruiz Author

You can use both of them, I would suggest usually sharing snapshots of data. For example, sending the snapshot through SQS, Kinesis or even better Kafka so you can replay the state.

This way you give data ownership to the writer, guaranteeing data consistency, and you let the readers consume the information they need. However, this kind of infrastructure is quite expensive and teams can have a hard time learning about them.

As always, consider the cheapest solution. For example, right now, in a project, we are using just materialized views in a Oracle database as it's easier, trading off availability for simplicity (which most of the times makes sense).

The most successful approach to CQRS that I've seen is using Kafka to share snapshots, partitioned by the aggregate id, and a topic per type of domain entity. This allowed teams to consume from Kafka without fear of breaking other services, as they just need another consumer group. New services can just plug in to the topic, consume the whole state, and generate a view in whatever fits better for them.

Thanks!