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charleswiltgen/axiom184 installs

axiom-sqlitedata-migration

Use when migrating from SwiftData to SQLiteData — decision guide, pattern equivalents, code examples, CloudKit sharing (SwiftData can't), performance benchmarks, gradual migration strategy

How do I install this agent skill?

npx skills add https://github.com/charleswiltgen/axiom --skill axiom-sqlitedata-migration
view source ↗

Is this agent skill safe to install?

  • Gen Agent Trust Hubpass

    This skill is a technical guide for Swift developers migrating from SwiftData to SQLiteData. It contains documentation, comparison tables, and code snippets, but no executable logic or security risks.

  • Socketpass

    No alerts

  • Snykpass

    Risk: LOW · No issues

  • Runlayerpass

    1 file scanned · No issues

What does this agent skill do?

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

SwiftDataSQLiteData
@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)

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)

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.

// 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

OperationSwiftDataSQLiteDataImprovement
Insert 50k records~4 minutes~45 seconds5x
Query 10k with predicate~2 seconds~50ms40x
Memory (10k objects)~80MB~20MB4x smaller
Cold launch (large DB)~3 seconds~200ms15x

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.

// 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

// SwiftData: implicit relationship
@Relationship var tasks: [Task]

// SQLiteData: explicit column + query
// In child: var projectID: Project.ID
// To fetch: Task.where { $0.projectID.eq(#bind(project.id)) }

Cascade Deletes

// SwiftData: @Relationship(deleteRule: .cascade)

// SQLiteData: Define in SQL schema
// "REFERENCES parent(id) ON DELETE CASCADE"

No Automatic Inverse

// SwiftData: @Relationship(inverse: \Task.project)

// SQLiteData: Query both directions manually
let tasks = Task.where { $0.projectID.eq(#bind(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

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

<a href="https://skillzs.dev/skills/charleswiltgen/axiom/axiom-sqlitedata-migration">View axiom-sqlitedata-migration on skillZs</a>