CQRS for Great Good

presented at geecon 2013 in Kraków, Poland

Transcript

1. CQRS for Great Good Oliver Wolf
2. Oliver Wolf @owolf www.innoQ.com @innoQ
3. CQRS Command Query Responsibility Segregation
4. The default architecture for distributed business apps Domain Model User Interface Remote Facade Application Services DTO DTO ORM DB
5. The default architecture for distributed business apps Domain Model User Interface Remote Facade Application Services DTO DTO ORM DB findCustomers() getCustomer() updateCustomer() <customer> <name>John Doe</name> <address>...</address> ... </customer>
6. The default architecture for distributed business apps Domain Model User Interface Remote Facade Application Services DTO DTO ORM DB GET /customers?filter=... GET /customer/{id} PUT /customer/{id} { "name": “John Doe”, "address": { ... } }
7. The default architecture for distributed business apps Domain Model User Interface Remote Facade Application Services DTO DTO ORM DB GET /customers?filter=... GET /customer/{id} PUT /customer/{id} { "name": “John Doe”, "address": { ... } } Anything wrong with this?
8. Maybe not.
9. Scalability?
10. Domain Model?
11. “The features that characterize a class are divided into commands and queries. A command serves to modify objects, a query to return information about objects.” Bertrand Meyer ETH Zurich Text cited from: Object-Oriented Software Construction, second edition, 1997
12. CQS Command Query Separation
13. Part of the Design-by-Contract methodology First demonstrated in the object-oriented EIFFEL programming language
14. class Foo { void command(); Result query(); } Mutates state Returns a value without causing side effects
15. CQRS = CQS in the large Scope is a single class Scope is a Bounded Context
16. interface CustomerService { void updateCustomer(Customer); CustomerList findCustomers(CustomerQuery); Customer getCustomer(ID); void deleteCustomer(ID); }
17. interface CustomerQueryService { CustomerList findCustomers(CustomerQuery); Customer getCustomer(ID); } interface CustomerCommandService { void updateCustomer(Customer); void deleteCustomer(ID); }
18. The default architecture for distributed business apps Domain Model User Interface Remote Facade Application Services DTO DTO ORM DB
19. The default architecture for distributed business apps Domain Model User Interface Query Facade Query Services DTO DTO ORM DB Command Facade Command Services CQRS PATTERN APPLIED
20. That’s it? You serious???
21. Yes, sorry.
22. The interesting thing about CQRS is not the pattern itself.
23. It’s damn simple, actually.
24. But it allows you to challenge established assumptions and opens up new architectural options!
25. Unlearn what you have learned you must.
26. Assumption: Reads and Writes are strongly cohesive, so they must be part of the same Bounded Context.
27. Assumption: Reads and Writes are strongly cohesive, so they must be part of the same Bounded Context. FALSE
28. The default architecture for distributed business apps Domain Model User Interface Query Facade Query Services DTO DTO ORM DB Command Facade Command Services CQRSified
29. The default architecture for distributed business apps CQRSified User Interface Query Facade Query Services DTO DTO ORM DB Command Facade Command Services Domain Model ORM Domain Model Query Facade Query Services ORM Domain Model Query Facade Query Services ORM Domain Model Command and query parts can scale independently, e.g. to accommodate highly asymmetric load.
30. Assumption: Reads and writes use the same data, so they must be served from and applied to the same domain model.
31. Assumption: Reads and writes use the same data, so they must be served from and applied to the same domain model. FALSE
32. The default architecture for distributed business apps CQRSified Queries can benefit from a specialized query model, optimized for quick data retrieval (de-normalized, pre- aggregated,...) User Interface Query Facade Query Services DTO DTO ORM DB Command Facade Command Services Command Model ORM Domain Model Query Facade Query Services ORM Domain Model Query Facade Query Services ORM Query Model
33. The default architecture for distributed business apps CQRSified Queries can benefit from a specialized query model, optimized for quick data retrieval (de-normalized, pre- aggregated,...) User Interface Query Facade Query Services DTO DTO ORM DB Command Facade Command Services Command Model ORM Domain Model Query Facade Query Services ORM Domain Model Query Facade Query Services ORM Query Model ‣ validate and process commands ‣ keep data consistent ‣ guarantee ACID properties ‣ behaviour of domain model ‣ more difficult to scale ‣ rich query capabilities ‣ short response times ‣ different views on data ‣ potentially denormalized ‣ easier to scale
34. Assumption: For queries, we have to use a domain model to abstract from the underlying data model.
35. Assumption: For queries, we have to use a domain model to abstract from the underlying data model. FALSE
36. Query Services Query Services Thin Read Layer User Interface Query Facade Query Services DTO DTO ORM DB Command Facade Command Services Command Model Query Facade Query Services Query Facade Query Services SELECT … FROM … WHERE ... The default architecture for distributed business apps CQRSified Queries are just dealing with data, not with behavior. Why do we need objects?
37. Assumption: We must use the same database for queries and commands to make sure that data is consistent.
38. Assumption: We must use the same database for queries and commands to make sure that data is consistent. FALSE
39. The default architecture for distributed business apps CQRSified In many cases, eventual consistency is sufficient. The data users are looking at in the UI is always stale to some extent. Query Services Query Services Thin Read Layer User Interface Query Facade Query Services DTO DTO ORM DB Command Facade Command Services Command Model Query Facade Query Services Query Facade Query Services SELECT … FROM … WHERE ... Query DB Query DB Query DB Event Handler Event Handler Event Handler Events Write
40. Assumption: Commands must be processed immediately to ensure data consistency.
41. Assumption: Commands must be processed immediately to ensure data consistency. FALSE
42. The default architecture for distributed business apps CQRSified In many cases, users don’t care whether their actions have immediate effect – as long as they eventually get feedback. Query Services Query Services Thin Read Layer User Interface Query Facade Query Services CMD DTO ORM DB Command Facade Command Services Command Model Query Facade Query Services Query Facade Query Services SELECT … FROM … WHERE ... Query DB Query DB Query DB Event Handler Event Handler Event Handler Events Write Command Queue Commands update read model asynchronously
43. Assumption: The current state of domain objects must be persistent.
44. Assumption: The current state of domain objects must be persistent. FALSE
45. Query Services Query Services Thin Read Layer User Interface Query Facade Query Services CMD DTO DB Command Facade Command Services Command Model Query Facade Query Services Query Facade Query Services SELECT … FROM … WHERE ... Query DB Query DB Query DB Event Handler Event Handler Event Handler Events Write Command Queue Commands Processor The default architecture for distributed business apps CQRSified CQRS plays well with an Event Sourcing architecture – you just store events and re-create the state of domain objects as needed. event store
46. ‣ capture each update to application state in an event ‣ changes to domain objects are the result of applying events ‣ events are immutable ‣ events are a representation of what has happened at a specific time Event Sourcing in a nutshell
47. ‣ allows you to rebuild application state at any point in time just by replaying events up to that point in time ‣ allows you to analyse historic data based on detailed events that would otherwise have been lost ‣ gives you an audit log “for free” ‣ you can add new, optimized read models (potentially in-memory) later without migration hassle and such What’s so great about Event Sourcing?
48. That’s it. Really. Feel free to ask me anything! @owolf http://www.flickr.com/photos/kaptainkobold/5170454747/ How do I convince by boss that we’ll have to rewrite our application with CQRS???
49. You probably don’t.
50. CQRS is not a silver bullet and doesn’t apply everywhere. Beware of the added complexity!
51. Don’t do CQRS… …if your application is just a simple CRUD-style app. …if you don’t have scaling issues. …if it doesn’t improve your domain models.
52. Consider doing CQRS… …if your write/read load ratio is highly asymmetrical. …if scaling your application is difficult. …if your domain model is bloated by complex domain logic, making queries inefficient. …if you can benefit from event sourcing.
53. Frameworks, any?
54. Axon Framework (Java) www.axonframework.org Piotr Wyczesany Lokad (.NET) http://lokad.github.com/lokad-cqrs/ Piotr Wyczesany …and some more Piotr Wyczesany
55. That’s it. Really. Feel free to ask me anything! @owolf