Пәрмен мен сұраныстың бөлінуі: IT архитектурасында оқу және әрекеттерді ажырату принципі

IT architecture separating actions and reads

Command query separation (CQS) is a principle of imperative computer programming. It was devised by Bertrand Meyer as part of his pioneering work on the Eiffel programming language. It states that every method should either be a command that performs an action, or a query that returns data to the caller, but not both. In other words, asking a question should not change the answer. More formally, methods should return a value only if they are referentially transparent and hence possess no side effects.

Command query separation is particularly well suited to a design by contract (DbC) methodology, in which the design of a program is expressed as assertions embedded in the source code, describing the state of the program at certain critical times. In DbC, assertions are considered design annotations—not program logic—and as such, their execution should not affect the program state. CQS is beneficial to DbC because any value returning method (any query) can be called by any assertion without fear of modifying program state. In theoretical terms, this establishes a measure of sanity, whereby one can reason about a program's state without simultaneously modifying that state. In practical terms, CQS allows all assertion checks to be bypassed in a working system to improve its performance without inadvertently modifying its behaviour. CQS may also prevent the occurrence of certain kinds of heisenbugs.

Even beyond the connection with design by contract, CQS is considered by its adherents to have a simplifying effect on a program, making its states (via queries) and state changes (via commands) more comprehensible. CQS is well suited to the object oriented methodology, but can also be applied outside of object oriented programming. Since the separation of side effects and return values is not inherently object oriented, CQS can be profitably applied to any programming paradigm that requires reasoning about side effects.

Command query responsibility segregation (CQRS) generalises CQS to services, at the architectures level: it applies the CQS principle by using separate Query and Command interfaces and usually data models to retrieve and modify data, respectively.

As we move away from a single representation that we interact with via CRUD, we can easily move to a task based UI. CQRS fits well with event based programming models. It's common to see a CQRS system split into separate services communicating with Event Collaboration. This allows these services to easily take advantage of Event Driven Architecture. Having separate models raises questions about how hard it is to keep those models consistent, which raises the likelihood of using eventual consistency. For many domains, much of the logic required is needed when you're updating, so it may make sense to use Eager Read Derivation to simplify your query side models. If the write model generates events for all updates, you can structure read models as Event Posters, allowing them to be Memory Images and thus avoiding a lot of database interactions. CQRS is suited to complex domains, the kind that also benefits from Domain Driven Design.