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How do you choose an architecture for a project?
sobes.tech AI
Answer from AI
When choosing an architecture, I consider the following factors:
- Size and complexity of the project: Simple applications may suffice with a simpler architecture (e.g., MVP), while larger and more complex projects are better suited for a multi-layered architecture (e.g., MVVM with Clean Architecture).
- Team and its experience: The level of the team's familiarity with various architectural patterns influences the choice. It's better to choose an architecture that most team members understand.
- Time and budget: Complex architectures require more time to implement but can reduce support costs in the future.
- Testability and maintainability requirements: The architecture should facilitate writing unit and integration tests, as well as simplify making changes to the code.
- Scalability: If the application is expected to actively develop, the architecture should allow easy addition of new features.
Common architectural patterns in Android:
- MVC (Model-View-Controller): Simple but has issues with testability of the Controller and tight coupling between View and Model.
- MVP (Model-View-Presenter): An improved version of MVC, where the Presenter acts as an intermediary between View and Model, increasing testability.
- MVVM (Model-View-ViewModel): A popular pattern that uses data binding to connect View and ViewModel, reducing boilerplate code.
- MVI (Model-View-Intent): A pattern based on a unidirectional data flow and immutable states, which simplifies debugging.
For small projects, MVVM can be used. For large and long-term projects, a combination of MVVM with Clean Architecture is preferable.
// Example of Clean Architecture structure with MVVM
// app/build.gradle
// ... dependencies for LiveData, ViewModel, Room, Retrofit, etc.
// domain layer (pure business logic)
// domain/usecase/GetUserDataUseCase.kt
interface GetUserDataUseCase {
suspend fun execute(): UserData
}
// data layer (data sources: API, DB)
// data/repository/UserRepositoryImpl.kt
class UserRepositoryImpl(
private val apiService: ApiService,
private val userDao: UserDao
) : UserRepository {
override suspend fun getUserData(): UserData {
// logic to fetch data from API or DB
}
}
// presentation layer (UI)
// presentation/ui/screens/user/UserViewModel.kt
class UserViewModel(
private val getUserDataUseCase: GetUserDataUseCase
) : ViewModel() {
private val _userData = MutableLiveData<UserData>()
val userData: LiveData<UserData> = _userData
fun loadUserData() {
viewModelScope.launch {
_userData.value = getUserDataUseCase.execute()
}
}
}