⚠ Created by ChatGPT 🤖
In Android (especially with MVVM architecture), ViewModel, Repository, and DataSource each have distinct responsibilities. Understanding the separation helps you write clean, testable, and scalable apps.
1️⃣ ViewModel (UI Logic Layer)
Part of Android Jetpack.
Responsibility:
- Holds and manages UI-related data
- Survives configuration changes (e.g., rotation)
- Calls the Repository to fetch/update data
- Exposes observable state (LiveData / StateFlow)
Should NOT:
- Access database directly
- Call Retrofit directly
- Contain heavy business logic
- Know where data comes from
Example:
class UserViewModel(
private val repository: UserRepository
) : ViewModel() {
val users = repository.getUsers()
fun refresh() {
viewModelScope.launch {
repository.refreshUsers()
}
}
}
Think of ViewModel as:
“What does the UI need?”
2️⃣ Repository (Data Orchestration Layer)
Responsibility:
- Acts as single source of truth
- Decides where data comes from (network, database, cache)
- Combines multiple data sources
- Contains business logic related to data
It hides implementation details from the ViewModel.
Example:
class UserRepository(
private val remote: UserRemoteDataSource,
private val local: UserLocalDataSource
) {
fun getUsers(): Flow<List<User>> = local.getUsers()
suspend fun refreshUsers() {
val users = remote.fetchUsers()
local.saveUsers(users)
}
}
Think of Repository as:
“Where should I get the data from?”
3️⃣ DataSource (Data Provider Layer)
DataSources are concrete implementations that actually fetch/store data.
Usually:
- RemoteDataSource → API (Retrofit)
- LocalDataSource → Room database
- CacheDataSource → In-memory cache
Example (Remote):
class UserRemoteDataSource(
private val api: UserApi
) {
suspend fun fetchUsers(): List<User> {
return api.getUsers()
}
}
Example (Local):
class UserLocalDataSource(
private val dao: UserDao
) {
fun getUsers(): Flow<List<User>> = dao.getUsers()
suspend fun saveUsers(users: List<User>) = dao.insert(users)
}
Think of DataSource as:
“Here’s the actual implementation.”
🔥 Quick Comparison
| Layer | Knows About | Should Not Know About |
|---|---|---|
| ViewModel | Repository | API, Room |
| Repository | DataSources | UI |
| DataSource | API or DB | UI, ViewModel |
💡 When to Use What?
Small App?
You can skip DataSource and let Repository talk directly to API/Room.
Medium/Large App?
Use:
UI → ViewModel → Repository → DataSource → API/DB
Because:
- Easier testing (mock each layer)
- Easier to scale
- Clear separation of concerns
- Cleaner architecture
🧠 Real-World Tip
In Clean Architecture:
- ViewModel → Presentation layer
- Repository → Domain/Data boundary
- DataSource → Data layer implementation