18 KiB
🍔 Domain Driven Design
For many architects, the process of data modeling is driven by intuition. However, there are well-formulated methodologies for approaching it more formally. I recommend the Domain-Driven Design and choose it as AppFlowy architecture.
💥 Layered architecture
The most common architecture pattern is the layered architecture pattern, known as the n-tier architecture pattern.
Partition the software into layers to reduce the complexity. Each layer of the layered architecture pattern has a
specific role and responsibility.DDD consists of four layers.
┌──────────────────────────────────────────────────┐ ─────────▶
│ Presentation Layer │──┐ Dependency
└──────────────────────────────────────────────────┘ │
│ │
▼ │
┌──────────────────────────────────────────────────┐ │
│ Application Layer │ │
└──────────────────────────────────────────────────┘ │
│ │
▼ │
┌──────────────────────────────────────────────────┐ │
│ Domain Layer │◀─┘
└──────────────────────────────────────────────────┘
▲
│
┌──────────────────────────────────────────────────┐
│ Infrastructure Layer │
└──────────────────────────────────────────────────┘
Presentation Layer:
- Responsible for presenting information to the user and interpreting user commands.
- Consists of Widgets and also the state of the Widgets.
Application Layer:
- Defines the jobs the software is supposed to do. (Shouldn't find any UI code or network code)
- Coordinates the application activity and delegates work to the next layer down.
- It doesn't contain any complex business logic but the basic validation on the user input before passing to the other layer.
Domain Layer:
- Responsible for representing concepts of the business.
- Manages the business state or delegated to the infrastructure layer.
- Self contained and it doesn't depend on any other layers. Domain should be well isolated from the other layers.
Infrastructure Layer:
- Provides generic technical capabilities that support the higher layers. It deals with APIs, persistence and network, etc.
- Implements the repository interface and hides the complexity of the Domain layer.
As you see, the Complexity and Abstraction of these layers are depicted in the following diagram. Software system are composed in layers,
where higher layers use the facilities provided by lower layers. Each layer provides a different abstraction from the layer above
and below it. As developers, we should pull the complexity downwards. Simple interfaces and powerful implementations (Think about the
open function). Another way of expressing this idea is that it is more important
for a module to have a simple interface than a simple implementation.
▲
│
Level of ├───────────────────┐
Abstraction │ Presentation │
├───────────────────┴───────┐
│ Application │
├───────────────────────────┴─────────┐
│ Domain │
├─────────────────────────────────────┴────────┐
│ Infrastructure │
└──────────────────────────────────────────────┴─────▶
Complexity
Data Model
DDD classifies data as referenceable objects, or entities, and non-referenceable objects, or value objects. Let's introduce some DDD terminology.
Entity
Entities are plain objects that carry an identity which allows us to reference them. e.g. user, order, book, etc.
You use entities to express your business model and encapsulate them into Factory that provides a simple API to create Entities.
Value Object
Value Object can't be referenced. They can be only included into entities and serve as attributes. Value objects could be simple and treat as immutable. e.g. email, phone number, name, etc.
Aggregate
Entities and Value objects can be grouped into aggregates. Aggregates can simplify the model by accessing the entire aggregate.
For instance, Table has lots of rows. Each row using the table_id to reference to the
table. TableAggregate includes two entities: Table and the Row.
TableAggregate
┌────────────────────────────────────────────────────────────────┐
│ │
│ ┌────────────────────┐ ┌─────────────────────────┐ │
│ │struct Table { │ │struct Row { │ │
│ │ id: String, │ │ table_id: String, │ │
│ │ desc: String, │◀▶───────│} │ │
│ │} │ │ │ │
│ └────────────────────┘ └─────────────────────────┘ │
│ │
└────────────────────────────────────────────────────────────────┘
Service
When a significant process of transformation in the domain is not a natural responsibility of an Entity or Value object, add an operation to the model as standalone interface declared as a Service. For instance: The Value object EmailAddress uses the function validateEmailAddress to verify if the email address is valid or not. Service exists in Application, Domain and Infrastructure.
class EmailAddress {
final Either<Failure<String>, String> value;
factory EmailAddress(String? input) {
return EmailAddress._(
validateEmailAddress(input),
);
}
const EmailAddress._(this.value);
}
Either<Failure<String>, String> validateEmailAddress(String? input) {
...
}
Repository
Repositories offer an interface to retrieve and persist aggregates and entities. They hide the database or network details from the domain.
Repository interfaces are declared in the Domain Layer, but the repositories themselves are implemented in the Infrastructure Layer. You can replace the interface implementation without impacting the domain layer.
For instance:
// Interface:
abstract class AuthInterface {
...
}
// Implementation
class AuthRepository implements AuthInterface {
...
}
More often than not, the repository interface can be divided into sub-repository in order to reduce the complexity.
Relation
The diagram below is a navigational map. It shows the patterns that form the building blocks of Domain Driven Design and how they relate to each other.
Operation Flow
presentation │ Application domain Infrastructure
│ │
7 Data Model
┌──────────────────────────────┐ │ ┌────────────────────────┐ │ ┌─────────────────────┐
│ │ │ │ ┌─────────────┐ │ │ Network Service │
▼ Bloc │ │ │ │ Aggregate │ │ │ └─────────────────────┘
┌─────────────┐ │ ┌─────────────────┴─────┐ │ └─────────────┘ │ ▲
────────▶ Widget │ │ ┌────────┐ ┌────────┐ │ 2 │ ┌────────┐ │ │ │ 6
└─────────────┘ │ │ │ Event │ │ State │ │────┬───▶│ │ Entity │ │ ┌─────────────────────┐
User │ │ └────────┘ └────────┘ │ │ │ │ └────────┘ │ │ │ Persistence Service │
interaction │ │ └──────▲────────────────┘ │ │ ┌─────────────────┐ │ └─────────────────────┘
│ │ │ │ │ │ Value Object │ │ │ ▲
└──────────┼────────┘ │ │ └─────────────────┘ │ │ 5
1 │ │ └────────────◈───────────┘ │ ┌─────────────────────┐
│ │ │contain │ Unit of Work │
│ │ ┌────────────────────┐ │ └─────────────────────┘
│ │ │ Service │ ▲
│ │ └────────────────────┘ │ │
│ │ │ 4
│ │ Repository │ │
│ │ ┌─────────────────────────────────────────────┴───────────────┐
│ │ │ ┌ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┐ 3 ┌ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┐ │
│ └───┤ Interface ────▶ Implementation │
│ │ └ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┘ └ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┘ │
│ └─────────────────────────────────────────────────────────────┘
│
-
Widget accepts user interaction and translates the interactions into specific Events. The events will be sent to the Application layer, handled by the specific
bloc. Theblocsends the states changed by the events back to the widget, and finally theWidgetupdates the UI according to the state. The pattern is depicted in this diagram. (More about the flutter bloc)┌──────────── State ────────────┐ │ │ ▼ Bloc │ ┌─────────────┐ ┌─────────────┼─────────┐ ────────▶│ Widget │ │ ┌────────┐ ┌┴───────┐ │ └─────────────┘ │ │ Event │ │ State │ │ User interaction │ │ └────────┘ └────────┘ │ │ └───────────────────────┘ │ ▲ │ │ └────────── Event ────────────┘ -
The
blocprocesses the events using the services provided by theDomainlayer.- Convert DTO (Data Transfer Object) to domain model and Domain Model to DTO.
- Domain model is the place where all your business logic, business validation and business behaviors will be implemented. The Aggregate Roots, Entities and Value Objects will help to achieve the business logic.
-
Calling repositories to perform additional operations. The repositories interfaces are declared in the
Domainlayer and are implemented in theInfrastructurelayer. You can reimplement the repository interface with different languages, such asRust,C++orDart. etc.Domain Infrastructure Repository A │ ┌────────────────────────────┼────────────────────────────────┐ │ ┌ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┐ │ ┌ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┐ │ │ Interface ──┼─▶ Implementation │ │ └ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┘ │ └ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┘ │ └────────────────────────────┼────────────────────────────────┘ Repository B │ ┌────────────────────────────┼────────────────────────────────┐ │ ┌ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┐ │ ┌ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┐ │ │ Interface ──┼─▶ Implementation │ │ └ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┘ │ └ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ─ ┘ │ └────────────────────────────┴────────────────────────────────┘ -
The responsibility of Unit of Work is to maintain a list of objects affected by a business transaction and coordinates the writing out of changes and the resolution of concurrency problems((No intermediate state)). If any one persistence service fails, the whole transaction will be failed so, roll back operation will be called to put the object back in initial state.
-
Handling operations (INSERT, UPDATE and DELETE) with SQLite to persis the data.
-
Saving or querying the data in the cloud to finish the operation.