When an item is deleted from a store are links automatically deleted from all of the documents linking to the now missing item? Or do we have a situation that's similar to a broken link on an HTML page?
Riak: are links dissolved if the target is deleted?
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No, links are not deleted automatically.
Links are just a metadata stored with objects so to find all objects which link to a deleted object you need to traverse the whole database which is not reasonable.