transactionscloudmicroservicesdistributed-computingsaga

2PC vs Sagas (distributed transactions)


I'm developing my insight about distributed systems, and how to maintain data consistency across such systems, where business transactions covers multiple services, bounded contexts and network boundaries.

Here are two approaches which I know are used to implement distributed transactions:

2PC is a protocol for applications to transparently utilize global ACID transactions by the support of the platform. Being embedded in the platform, it is transparent to the business logic and the application code as far as I know.

Sagas, on the other hand, are series of local transactions, where each local transaction mutates and persist the entities along with some flag indicating the phase of the global transaction and commits the change. In the other words, state of the transaction is part of the domain model. Rollback is the matter of committing a series of "inverted" transactions. Events emitted by the services triggers these local transactions in either case.

Now, when and why would one use sagas over 2PC and vice versa? What are the use cases and pros/cons of both? Especially, the brittleness of sagas makes me nervous, as the inverted distributed transaction could fail as well.


Solution

  • In my understanding (not a big user of 2PC since I consider it limiting):

    Use cases are obvious afterwards:

    Example:

    I personally consider Saga capable of doing what 2PC can do. Opposite is not accurate.

    I think Sagas are universal, while 2PC involves platform/vendor lockdown.

    Updates/Additions (optional read):

    My answer has been here for a while, and I see that the topic has gained some traction since.

    I want to clarify a couple of points on this topic for those who come here and are not sure which route to take.

    1. Saga is a domain modeling (i.e., technology-agnostic) concept, while 2PC is a technology-specific notion with some (maybe many) vendors implementing it. For an analogy, it's the same if we compare the domain events (bare objects) with message brokers (such as RabbitMQ for example).
    2. 2PC can be a good choice if you are anyway married to platforms that implement such a protocol. Not all do, and thus I call this a limitation. I see that people found an argument that Saga is more limiting because it's harder to implement, but that's like saying orange is juicier than apple is sweet. Two different things.
    3. Consider the human factor too. Some people (developers, architects) are technology geeks. They call business logic or domain model a boilerplate code. I belong to another group of people who consider the domain model the most valuable piece of code. Such a preference also affects decisions between Saga and 2PC, as well as who likes what. I can't explain why you should prefer domain-driven thinking over technology-driven solutions because it won't fit on this page and you will abandon reading my answer. Please find more online, maybe through my writings.

    @freakish in the comments mentioned a fair point: 2PC prefers consistency, while Saga degrades it to "eventual consistency." If you have a situation where consistency is more important than availability (please read CAP), then maybe you do need a system transaction protocol like 2PC. Otherwise, I recommend going with business transactions such as Saga. Please read System Transactions vs Business Transactions e.g. in PEAA.