Implement, review, or improve data persistence using SwiftData. Use when defining @Model classes with @Attribute, @Relationship, @Transient, @Unique, or @Index; when querying with @Query, #Predicate, FetchDescriptor, or SortDescriptor; when configuring ModelContainer and ModelContext for SwiftUI or background work with @ModelActor; when planning schema migrations with VersionedSchema and SchemaMigrationPlan; when setting up CloudKit sync with ModelConfiguration; or when coexisting with or mig...
Scanned 5/31/2026
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---
name: swiftdata
description: "Implement, review, or improve data persistence using SwiftData. Use when defining @Model classes with @Attribute, @Relationship, @Transient, @Unique, or @Index; when querying with @Query, #Predicate, FetchDescriptor, or SortDescriptor; when configuring ModelContainer and ModelContext for SwiftUI or background work with @ModelActor; when planning schema migrations with VersionedSchema and SchemaMigrationPlan; when setting up CloudKit sync with ModelConfiguration; or when coexisting with or migrating from Core Data."
---
# SwiftData
Persist, query, and manage structured data in iOS 26+ apps using SwiftData
with Swift 6.3.
## Contents
- [Model Definition](#model-definition)
- [ModelContainer Setup](#modelcontainer-setup)
- [CloudKit Sync](#cloudkit-sync)
- [CRUD Operations](#crud-operations)
- [`@Query in SwiftUI`](#query-in-swiftui)
- [#Predicate](#predicate)
- [FetchDescriptor](#fetchdescriptor)
- [Schema Versioning and Migration](#schema-versioning-and-migration)
- [Concurrency (`@ModelActor`)](#concurrency-modelactor)
- [SwiftUI Integration](#swiftui-integration)
- [Common Mistakes](#common-mistakes)
- [Review Checklist](#review-checklist)
- [References](#references)
## Model Definition
Apply `@Model` to a **class** (not struct). Generates `PersistentModel`, `Observable`, `Sendable`.
```swift
@Model
class Trip {
var name: String
var destination: String
var startDate: Date
var endDate: Date
var isFavorite: Bool = false
@Attribute(.externalStorage) var imageData: Data?
@Relationship(deleteRule: .cascade, inverse: \LivingAccommodation.trip)
var accommodation: LivingAccommodation?
@Transient var isSelected: Bool = false // Always provide default
init(name: String, destination: String, startDate: Date, endDate: Date) {
self.name = name; self.destination = destination
self.startDate = startDate; self.endDate = endDate
}
}
```
**`@Attribute` options**: `.externalStorage`, `.unique`, `.spotlight`, `.allowsCloudEncryption`, `.preserveValueOnDeletion` (iOS 18+), `.ephemeral`, `.transformable(by:)`. Rename: `@Attribute(originalName: "old_name")`.
**`@Relationship`**: `deleteRule:` `.cascade`/`.nullify`(default)/`.deny`/`.noAction`. Specify `inverse:` for reliable behavior. Unidirectional (iOS 18+): `inverse: nil`.
**#Unique (iOS 18+)**: `#Unique<Person>([\.firstName, \.lastName])` -- compound uniqueness.
**Inheritance (iOS 26+)**: `@Model class BusinessTrip: Trip { var company: String }`.
Supported types: `Bool`, `Int`/`UInt` variants, `Float`, `Double`, `String`, `Date`, `Data`, `URL`, `UUID`, `Decimal`, `Array`, `Dictionary`, `Set`, `Codable` enums, `Codable` structs and other compatible `Codable` value types, and relationships to `@Model` classes.
## ModelContainer Setup
```swift
// Basic
let container = try ModelContainer(for: Trip.self, LivingAccommodation.self)
// Configured
let config = ModelConfiguration("Store", isStoredInMemoryOnly: false,
groupContainer: .identifier("group.com.example.app"),
cloudKitDatabase: .private("iCloud.com.example.app"))
let container = try ModelContainer(for: Trip.self, configurations: config)
// With migration plan
let container = try ModelContainer(for: SchemaV2.Trip.self,
migrationPlan: TripMigrationPlan.self)
// In-memory (previews/tests)
let container = try ModelContainer(for: Trip.self,
configurations: ModelConfiguration(isStoredInMemoryOnly: true))
```
## CloudKit Sync
`ModelConfiguration(..., cloudKitDatabase:)` opts a SwiftData store into
automatic CloudKit sync, but app entitlements still gate sync.
For any SwiftData CloudKit setup or schema-review task, include a separate
**Capabilities** verdict before schema findings:
- **Capabilities**: Xcode target has the iCloud capability with CloudKit enabled
and the intended container selected, plus Background Modes > Remote
notifications. Without these entitlements, automatic sync is not fully
configured even if `cloudKitDatabase` is set.
- **Schema compatibility**: no `@Attribute(.unique)` or `#Unique`;
relationships are optional, have explicit inverses where needed, and avoid
`.deny`; large `Data` uses `@Attribute(.externalStorage)`.
- **Scalar attributes**: do not make every scalar optional just for CloudKit.
Keep required scalars nonoptional when initializers, defaults, or migrations
provide valid values.
- **Schema rollout**: initialize the development schema only in nonproduction
builds, verify it in CloudKit Dashboard, promote before release, and treat
production changes as additive only.
## CRUD Operations
```swift
// CREATE
let trip = Trip(name: "Summer", destination: "Paris", startDate: .now, endDate: .now + 86400*7)
modelContext.insert(trip)
try modelContext.save() // or rely on autosave
// READ
let trips = try modelContext.fetch(FetchDescriptor<Trip>(
predicate: #Predicate { $0.destination == "Paris" },
sortBy: [SortDescriptor(\.startDate)]))
// UPDATE -- modify properties directly; autosave handles persistence
trip.destination = "Rome"
// DELETE
modelContext.delete(trip)
try modelContext.delete(model: Trip.self, where: #Predicate { $0.isFavorite == false })
// TRANSACTION (atomic)
try modelContext.transaction {
modelContext.insert(trip); trip.isFavorite = true
}
```
## `@Query` in SwiftUI
```swift
struct TripListView: View {
@Query(filter: #Predicate<Trip> { $0.isFavorite == true },
sort: \.startDate, order: .reverse)
private var favorites: [Trip]
var body: some View { List(favorites) { trip in Text(trip.name) } }
}
// Dynamic query via init
struct SearchView: View {
@Query private var trips: [Trip]
init(search: String) {
_trips = Query(filter: #Predicate<Trip> { trip in
search.isEmpty || trip.name.localizedStandardContains(search)
}, sort: [SortDescriptor(\.name)])
}
var body: some View { List(trips) { trip in Text(trip.name) } }
}
// FetchDescriptor query
struct RecentView: View {
static var desc: FetchDescriptor<Trip> {
var d = FetchDescriptor<Trip>(sortBy: [SortDescriptor(\.startDate)])
d.fetchLimit = 5; return d
}
@Query(RecentView.desc) private var recent: [Trip]
var body: some View { List(recent) { trip in Text(trip.name) } }
}
```
## #Predicate
```swift
#Predicate<Trip> { $0.destination.localizedStandardContains("paris") } // String
#Predicate<Trip> { $0.startDate > Date.now } // Date
#Predicate<Trip> { $0.isFavorite && $0.destination != "Unknown" } // Compound
#Predicate<Trip> { $0.accommodation?.name != nil } // Optional
#Predicate<Trip> { $0.tags.contains { $0.name == "adventure" } } // Collection
```
Supported: `==`, `!=`, `<`, `<=`, `>`, `>=`, `&&`, `||`, `!`, `contains()`, `allSatisfy()`, `filter()`, `starts(with:)`, `localizedStandardContains()`, `caseInsensitiveCompare()`, arithmetic, conditional expressions, optional chaining and binding, nil coalescing, type casting. **Avoid**: loops, nested declarations, mutations, and arbitrary unsupported method calls.
## FetchDescriptor
```swift
var d = FetchDescriptor<Trip>(predicate: ..., sortBy: [...])
d.fetchLimit = 20; d.fetchOffset = 0
d.includePendingChanges = true
d.propertiesToFetch = [\.name, \.startDate]
d.relationshipKeyPathsForPrefetching = [\.accommodation]
let trips = try modelContext.fetch(d)
let count = try modelContext.fetchCount(d)
let ids = try modelContext.fetchIdentifiers(d)
try modelContext.enumerate(d, batchSize: 1000) { trip in trip.isProcessed = true }
```
## Schema Versioning and Migration
```swift
enum SchemaV1: VersionedSchema {
static var versionIdentifier = Schema.Version(1, 0, 0)
static var models: [any PersistentModel.Type] { [Trip.self] }
@Model class Trip { var name: String; init(name: String) { self.name = name } }
}
enum SchemaV2: VersionedSchema {
static var versionIdentifier = Schema.Version(2, 0, 0)
static var models: [any PersistentModel.Type] { [Trip.self] }
@Model class Trip {
var name: String; var startDate: Date? // New property
init(name: String) { self.name = name }
}
}
enum TripMigrationPlan: SchemaMigrationPlan {
static var schemas: [any VersionedSchema.Type] { [SchemaV1.self, SchemaV2.self] }
static var stages: [MigrationStage] { [migrateV1toV2] }
static let migrateV1toV2 = MigrationStage.lightweight(
fromVersion: SchemaV1.self, toVersion: SchemaV2.self)
}
// Custom migration for data transformation
static let migrateV2toV3 = MigrationStage.custom(
fromVersion: SchemaV2.self, toVersion: SchemaV3.self,
willMigrate: nil,
didMigrate: { context in
let trips = try context.fetch(FetchDescriptor<SchemaV3.Trip>())
for trip in trips { trip.displayName = trip.name.capitalized }
try context.save()
})
```
Lightweight handles: adding optional/defaulted properties, renaming (`originalName`), removing properties, adding model types.
## Concurrency (`@ModelActor`)
```swift
@ModelActor
actor DataHandler {
func importTrips(_ records: [TripRecord]) throws {
for r in records {
modelContext.insert(Trip(name: r.name, destination: r.dest,
startDate: r.start, endDate: r.end))
}
try modelContext.save() // Always save explicitly in @ModelActor
}
func process(tripID: PersistentIdentifier) throws {
guard let trip = self[tripID, as: Trip.self] else { return }
trip.isProcessed = true; try modelContext.save()
}
}
let handler = DataHandler(modelContainer: container)
try await handler.importTrips(records)
```
**Rules**: `ModelContainer` is `Sendable`. `ModelContext` is NOT -- use on its creating actor. Pass `PersistentIdentifier` (Sendable) across boundaries. Never pass `@Model` objects across actors.
## SwiftUI Integration
```swift
@main
struct MyApp: App {
var body: some Scene {
WindowGroup { ContentView() }
.modelContainer(for: [Trip.self, LivingAccommodation.self])
}
}
struct DetailView: View {
@Environment(\.modelContext) private var modelContext
let trip: Trip
var body: some View {
Text(trip.name)
Button("Delete") { modelContext.delete(trip) }
}
}
#Preview {
let config = ModelConfiguration(isStoredInMemoryOnly: true)
let container = try! ModelContainer(for: Trip.self, configurations: config)
container.mainContext.insert(Trip(name: "Preview", destination: "London",
startDate: .now, endDate: .now + 86400))
return TripListView().modelContainer(container)
}
```
## Common Mistakes
**1. `@Model` on struct** -- Use class. `@Model` requires reference semantics.
**2. `@Transient` without default** -- Always provide default: `@Transient var x: Bool = false`.
**3. Missing .modelContainer** -- `@Query` returns empty without a container on the view hierarchy.
**4. Passing model objects across actors:**
```swift
// WRONG: await handler.process(trip: trip)
// CORRECT: await handler.process(tripID: trip.persistentModelID)
```
**5. ModelContext on wrong actor:**
```swift
// WRONG: Task.detached { context.fetch(...) }
// CORRECT: Use @ModelActor for background work
```
**6. Unsupported #Predicate expressions:**
```swift
// WRONG: #Predicate<Trip> { $0.name.uppercased() == "PARIS" }
// CORRECT: #Predicate<Trip> { $0.name.localizedStandardContains("paris") }
```
**7. Flow control in #Predicate:**
```swift
// WRONG: #Predicate<Trip> { for tag in $0.tags { ... } }
// CORRECT: #Predicate<Trip> { $0.tags.contains { $0.name == "x" } }
```
**8. No save in `@ModelActor`** -- Always call `try modelContext.save()` explicitly.
**9. ObservableObject with `@Model`** -- Never use `ObservableObject`/`@Published`. `@Model` generates `Observable`. Use `@Query` in views.
**10. Non-optional relationship without default:**
```swift
// WRONG: var accommodation: LivingAccommodation // crashes on reconstitution
// CORRECT: var accommodation: LivingAccommodation?
```
**11. Cascade without inverse** -- Specify `inverse:` for reliable cascade delete behavior.
**12. DispatchQueue for background data work:**
```swift
// WRONG: DispatchQueue.global().async { ModelContext(container).fetch(...) }
// CORRECT: @ModelActor actor Handler { func fetch() throws { ... } }
```
## Review Checklist
- [ ] Every `@Model` is a class with a designated initializer
- [ ] All `@Transient` properties have default values
- [ ] Relationships specify `deleteRule` and `inverse`
- [ ] `.modelContainer` attached at scene/root view level
- [ ] `@Query` used for reactive data display in SwiftUI
- [ ] `#Predicate` uses only supported operators
- [ ] Background work uses `@ModelActor`
- [ ] `PersistentIdentifier` used across actor boundaries
- [ ] Schema changes have `VersionedSchema` + `SchemaMigrationPlan`
- [ ] Large data uses `@Attribute(.externalStorage)`
- [ ] CloudKit models avoid uniqueness, use optional relationships, avoid `.deny`, and do not blanket-optionalize scalars
- [ ] CloudKit sync has iCloud + CloudKit, Remote notifications, and production schema rollout checked
- [ ] Explicit `save()` in `@ModelActor` methods
- [ ] Previews use `ModelConfiguration(isStoredInMemoryOnly: true)`
- [ ] `@Model` classes accessed from SwiftUI views are on `@MainActor` via `@ModelActor` or MainActor isolation
## References
- [references/swiftdata-advanced.md](references/swiftdata-advanced.md) — custom data stores, history tracking, CloudKit, composite attributes, model inheritance, undo/redo, performance
- [references/swiftdata-queries.md](references/swiftdata-queries.md) — `@Query` variants, FetchDescriptor deep dive, sectioned queries, dynamic queries, background fetch
- [references/core-data-coexistence.md](references/core-data-coexistence.md) — standalone Core Data patterns and Core Data to SwiftData migration
- [references/predicate-pitfalls.md](references/predicate-pitfalls.md) — #Predicate runtime crashes, unsupported expressions, safe patterns
- [references/indexing.md](references/indexing.md) — #Index macro, compound indexes, when to index, migration
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