Choosing between Subscriptions and Changes API in RavenDB
RavenDB has two separate APIs that allow you to get push notifications from the database. The first one is the Subscriptions API, which allows you to define a query such as:
And then subscribe to it like so:
RavenDB will now push batches of orders that match your query to the client. This is done in a reliable manner. If the client fails for any reason, it can reconnect and resume from where it left off. If the server failed, the cluster will automatically reassign the work to another node and the client will pick up from where it left off. The subscription is also persistent, that means that whenever you connect to it, you don’t start from the beginning. After the subscription has caught up with all the documents that match the query, it isn’t over. Instead, the client will wait for new or updated documents to come in so the server can push them immediately. The typical latency between a document change and the subscription processing it is about twice the ping time between the client and server (so in the order of milliseconds). Only a single client at a time can have a particular subscription open, but multiple clients can contend on the subscription. One of them will win and the others will wait for the subscription to become available (when the first client stop / fail / crash, etc).
This make subscriptions highly suitable for business processing. It is reliable, you already have high availability on the server side and you can easily add that on the client side. You can use complex queries and do quite a bit of work on the database side, before it ever reaches your code. Subscriptions also allow you to run queries over revisions, so instead of getting the current state of the document, you’ll be called with the (prev, current) tuple on any document change. That gives you even more power to work with.
On the other hand, subscriptions requires RavenDB to manage quite a bit of (distributed) state and as such consume resources at the cluster level.
The Changes API, on the other hand, has a very different model, let’s look at the code first, and then discuss this in details:
As you can see, we can subscribe to changes on a document or a collection. We actually have quite a bit of events that we can respond to. A document change (by id, prefix or collection), an index (created / removed, indexing batch completed, etc), an operation (created / status changed / completed), a counter (created / modified), etc.
Some things that can be seen even from just this little bit of code. The Changes API is not persistent. That means, if you’ll restart the client and reconnect, you’ll not get anything that already happened. This is intended for ongoing usage, not for critical processing. You also cannot do any complex queries with changes. You have the filters that are available and that is it. Another important distinction is that with the Subscription API, you are getting the document (and can also include additional ones), but with the Changes API, you’re getting the document id only.
The most common scenario for the Changes API is to implement this:
Whenever a user is editing a particular document, you’ll subscribe to the document and if it changed behind the scenes, you can notify the user about this so they won’t continue to edit the document and get an optimistic concurrency error on save.
The Changes API is also used internally by RavenDB to implement a lot of features in the Studio and for tracking long running operations from the client. It is lightweight and requires very little resources from the server (and none from the cluster). On the other hand, it is meant to be a best effort feature. If the Changes connection has failed, the client will transparently reconnect to the server and re-subscribe to all the pending subscriptions. However, any changes that happened while the client was not connected are lost.
The two APIs are very similar on the surface, both of them allow you to get push notifications from RavenDB but their usage scenarios and features are very different. The Changes API is literally that, it is meant to allow you to watch for changes. Probably because you have a human sitting there and looking at things. It is meant to be an additional feature, not a guarantee. The Subscriptions API, on the other hand, is a reliable system and can ensure that you’ll not miss out of notifications that matter to you.
You can read more about Subscriptions in RavenDB in the book, I decided a whole chapter to it.
Woah, already finished? 🤯
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