There is a ton of documentation on academic theory and best practices on how to manage versioning for RESTful Web Services, however I have not seen much discussion on how multiple REST APIs interact with data.
I'd like to see various architectural strategies or documentation on how to handle hosting multiple versions of your app that rely on the same data pool.
For instance, suppose you make a database level destructive change to a database table that causes you to have to increment your major API version to v2. Now at any given time, users could be interacting with the v1 web service and the v2 web service at the same time and creating data that is visible and editable by both services. How should this be handled?
I have given this a little thought...
One solution may be this:
Just because the v1 API should not change, it doesn't mean the underlying implementation cannot change. You can modify the v1 implementation code to set a default value, omit the saving of a field, return an unchecked exception, or do some kind of computational logic that helps the v1 API to be compatible with the shared datasource. Then, implement a better, cleaner, more idealistic implementation in v2.