axiom-sqlitedata-migration by CharlesWiltgen
Use when migrating from SwiftData to SQLiteData — decision guide, pattern equivalents, code examples, CloudKit sharing (SwiftData can't), performance benchmarks, gradual migration strategy
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Updated Jan 16, 2026, 03:16 PM
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---
name: axiom-sqlitedata-migration
description: Use when migrating from SwiftData to SQLiteData — decision guide, pattern equivalents, code examples, CloudKit sharing (SwiftData can't), performance benchmarks, gradual migration strategy
license: MIT
metadata:
version: "1.0.0"
---
# Migrating from SwiftData to SQLiteData
## When to Switch
```
┌─────────────────────────────────────────────────────────┐
│ Should I switch from SwiftData to SQLiteData? │
├─────────────────────────────────────────────────────────┤
│ │
│ Performance problems with 10k+ records? │
│ YES → SQLiteData (10-50x faster for large datasets) │
│ │
│ Need CloudKit record SHARING (not just sync)? │
│ YES → SQLiteData (SwiftData cannot share records) │
│ │
│ Complex queries across multiple tables? │
│ YES → SQLiteData + raw GRDB when needed │
│ │
│ Need Sendable models for Swift 6 concurrency? │
│ YES → SQLiteData (value types, not classes) │
│ │
│ Testing @Model classes is painful? │
│ YES → SQLiteData (pure structs, easy to mock) │
│ │
│ Happy with SwiftData for simple CRUD? │
│ YES → Stay with SwiftData (simpler for basic apps) │
│ │
└─────────────────────────────────────────────────────────┘
```
---
## Pattern Equivalents
| SwiftData | SQLiteData |
|-----------|------------|
| `@Model class Item` | `@Table nonisolated struct Item` |
| `@Attribute(.unique)` | `@Column(primaryKey: true)` or SQL UNIQUE |
| `@Relationship var tags: [Tag]` | `var tagIDs: [Tag.ID]` + join query |
| `@Query var items: [Item]` | `@FetchAll var items: [Item]` |
| `@Query(sort: \.title)` | `@FetchAll(Item.order(by: \.title))` |
| `@Query(filter: #Predicate { $0.isActive })` | `@FetchAll(Item.where(\.isActive))` |
| `@Environment(\.modelContext)` | `@Dependency(\.defaultDatabase)` |
| `context.insert(item)` | `Item.insert { Item.Draft(...) }.execute(db)` |
| `context.delete(item)` | `Item.find(id).delete().execute(db)` |
| `try context.save()` | Automatic in `database.write { }` block |
| `ModelContainer(for:)` | `prepareDependencies { $0.defaultDatabase = }` |
---
## Code Example
**SwiftData (Before)**
```swift
import SwiftData
@Model
class Task {
var id: UUID
var title: String
var isCompleted: Bool
var project: Project?
init(title: String) {
self.id = UUID()
self.title = title
self.isCompleted = false
}
}
struct TaskListView: View {
@Environment(\.modelContext) private var context
@Query(sort: \.title) private var tasks: [Task]
var body: some View {
List(tasks) { task in
Text(task.title)
}
}
func addTask(_ title: String) {
let task = Task(title: title)
context.insert(task)
}
func deleteTask(_ task: Task) {
context.delete(task)
}
}
```
**SQLiteData (After)**
```swift
import SQLiteData
@Table
nonisolated struct Task: Identifiable {
let id: UUID
var title = ""
var isCompleted = false
var projectID: Project.ID?
}
struct TaskListView: View {
@Dependency(\.defaultDatabase) var database
@FetchAll(Task.order(by: \.title)) var tasks
var body: some View {
List(tasks) { task in
Text(task.title)
}
}
func addTask(_ title: String) {
try database.write { db in
try Task.insert {
Task.Draft(title: title)
}
.execute(db)
}
}
func deleteTask(_ task: Task) {
try database.write { db in
try Task.find(task.id).delete().execute(db)
}
}
}
```
**Key differences:**
- `class` → `struct` with `nonisolated`
- `@Model` → `@Table`
- `@Query` → `@FetchAll`
- `@Environment(\.modelContext)` → `@Dependency(\.defaultDatabase)`
- Implicit save → Explicit `database.write { }` block
- Direct init → `.Draft` type for inserts
- `@Relationship` → Explicit foreign key + join
---
## CloudKit Sharing (SwiftData Can't Do This)
SwiftData supports CloudKit **sync** but NOT **sharing**. SQLiteData is the only Apple-native option for record sharing.
```swift
// 1. Setup SyncEngine with sharing
prepareDependencies {
$0.defaultDatabase = try! appDatabase()
$0.defaultSyncEngine = try SyncEngine(
for: $0.defaultDatabase,
tables: Task.self, Project.self
)
}
// 2. Share a record
@Dependency(\.defaultSyncEngine) var syncEngine
@State var sharedRecord: SharedRecord?
func shareProject(_ project: Project) async throws {
sharedRecord = try await syncEngine.share(record: project) { share in
share[CKShare.SystemFieldKey.title] = "Join my project!"
}
}
// 3. Present native sharing UI
.sheet(item: $sharedRecord) { record in
CloudSharingView(sharedRecord: record)
}
```
**Sharing enables:** Collaborative lists, shared workspaces, family sharing, team features.
---
## Performance Comparison
| Operation | SwiftData | SQLiteData | Improvement |
|-----------|-----------|------------|-------------|
| Insert 50k records | ~4 minutes | ~45 seconds | **5x** |
| Query 10k with predicate | ~2 seconds | ~50ms | **40x** |
| Memory (10k objects) | ~80MB | ~20MB | **4x smaller** |
| Cold launch (large DB) | ~3 seconds | ~200ms | **15x** |
*Benchmarks approximate, vary by device and data shape.*
---
## Migrating Existing User Data
**Critical**: Schema migration alone loses all user data. You must export from SwiftData and import into SQLiteData.
```swift
// 1. Read all records from SwiftData's backing store
func migrateExistingData(from modelContext: ModelContext, to database: any DatabaseWriter) throws {
// Fetch all SwiftData records
let descriptor = FetchDescriptor<SwiftDataTask>()
let existingTasks = try modelContext.fetch(descriptor)
// 2. Bulk insert into SQLiteData
try database.write { db in
for task in existingTasks {
try SQLiteTask.insert {
SQLiteTask.Draft(
id: task.id,
title: task.title,
isCompleted: task.isCompleted,
projectID: task.project?.id
)
}
.execute(db)
}
}
// 3. Verify migration
let count = try database.read { db in
try SQLiteTask.fetchCount(db)
}
assert(count == existingTasks.count, "Migration count mismatch!")
}
```
**Migration checklist:**
- [ ] Export all models before deleting SwiftData container
- [ ] Migrate relationships (fetch parent IDs for foreign keys)
- [ ] Verify record counts match after migration
- [ ] Keep SwiftData container as backup until confirmed working
- [ ] Run migration on first launch with a version flag in UserDefaults
## Gradual Migration Strategy
You don't have to migrate everything at once:
1. **Add SQLiteData for new features** — Keep SwiftData for existing simple CRUD
2. **Migrate one model at a time** — Start with the performance bottleneck
3. **Use separate databases initially** — SQLiteData for heavy data/sharing, SwiftData for preferences
4. **Consolidate if needed** — Or keep hybrid if it works
---
## Common Gotchas
### Relationships → Foreign Keys
```swift
// SwiftData: implicit relationship
@Relationship var tasks: [Task]
// SQLiteData: explicit column + query
// In child: var projectID: Project.ID
// To fetch: Task.where { $0.projectID == project.id }
```
### Cascade Deletes
```swift
// SwiftData: @Relationship(deleteRule: .cascade)
// SQLiteData: Define in SQL schema
// "REFERENCES parent(id) ON DELETE CASCADE"
```
### No Automatic Inverse
```swift
// SwiftData: @Relationship(inverse: \Task.project)
// SQLiteData: Query both directions manually
let tasks = Task.where { $0.projectID == project.id }
let project = Project.find(task.projectID)
```
---
**Related Skills:**
- `axiom-sqlitedata` — Full SQLiteData API reference
- `axiom-swiftdata` — SwiftData patterns if staying with Apple's framework
- `axiom-grdb` — Raw GRDB for complex queries
---
**History:** See git log for changes
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