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A Flock of Swifts

Flock We are a group of people excited by the Swift language. We meet each Saturday morning to share and discuss Swift-related topics.

All people and all skill levels are welcome to join. RSVP:




We looked at the transform matching parts animation in Manim
We started recreating this by making a Bezier Curve. First a quadratic:

struct QuadraticBezierCurve {
    typealias Point = SIMD2<Double>
    typealias Vector = SIMD3<Double>
    typealias Matrix = matrix_double3x3
    private let x: Vector
    private let y: Vector
    static let matrix = Matrix(rows: [
        .init(1, -2,  1),
        .init(0,  2, -2),
        .init(0,  0,  1)
    init(start: Point, control: Point, end: Point) {
        x = Vector(start.x, control.x, end.x)
        y = Vector(start.y, control.y, end.y)
    init(start: CGPoint, control: CGPoint, end: CGPoint) {
        x = Vector(start.x, control.x, end.x)
        y = Vector(start.y, control.y, end.y)
    func callAsFunction(_ t: Double) -> Point {
        let powerSeries = Vector(1, t, t*t)
        let scaleVector = Self.matrix * powerSeries
        let xProduct = scaleVector * x
        let yProduct = scaleVector * y
        return Point(xProduct.sum(), yProduct.sum())
    func cgPoint(at t: Double) -> CGPoint {
        let point = self(t)
        return .init(x: point.x, y: point.y)

and then a Cubic:

struct CubicBezierCurve {
    typealias Point = SIMD2<Double>
    typealias Vector = SIMD4<Double>
    typealias Matrix = matrix_double4x4
    private let x: Vector
    private let y: Vector
    static let matrix = Matrix([
        .init(1, -3,  3, -1),
        .init(0,  3, -6,  3),
        .init(0,  0,  3, -3),
        .init(0,  0,  0,  1)
    init(start: Point, control1: Point, control2: Point, end: Point) {
        x = Vector(start.x, control1.x, control2.x, end.x)
        y = Vector(start.y, control1.y, control2.y, end.y)
    init(start: CGPoint, control1: CGPoint, control2: CGPoint, end: CGPoint) {
        x = Vector(start.x, control1.x, control2.x, end.x)
        y = Vector(start.y, control1.y, control2.y, end.y)
    func callAsFunction(_ t: Double) -> Point {
        let powerSeries = Vector(1, t, t*t, t*t*t)
        let scaleVector =  powerSeries * Self.matrix
        let xProduct = scaleVector * x
        let yProduct = scaleVector * y
        return Point(xProduct.sum(), yProduct.sum())
    func cgPoint(at t: Double) -> CGPoint {
        let point = self(t)
        return .init(x: point.x, y: point.y)

then demonstrating that we can trace the same path as SwiftUI and use that path to drive an animation position:

struct ContentView: View {
    var body: some View {
        GeometryReader { proxy in
            let size = proxy.size
            let points: [CGPoint] = [
                .init(x: 0, y: size.height),
                .init(x: 0, y: size.height * 0.33),
                .init(x: size.width, y: size.height * 0.33),
                .init(x: size.width, y: size.height),
            let cubic = CubicBezierCurve(start: points[0], control1: points[1], control2: points[2], end: points[3])
            Canvas { context, size in
                let path = Path { path in
                    path.move(to: points[0])
                    path.addCurve(to: points[3], control1: points[1], control2: points[2])
                context.stroke(path, with: .foreground, style: .init(lineWidth: 2))
                stride(from: 0.0, through: 1.0, by: 0.1).forEach { t in
                    let center = cubic.cgPoint(at: t)
                    context.fill(Path { path in
                        path.addArc(center: center, radius: 10, startAngle: .zero, endAngle: .radians(.pi * 2), clockwise: true)
                    }, with: .color(.red))
            TimelineView(.animation) { timeline in
                Canvas { context, size in
                    let t = fmod(, 5) / 5
                    let center = cubic.cgPoint(at: t)
                    context.fill(Path { path in
                        path.addArc(center: center, radius: 10, startAngle: .zero, endAngle: .radians(.pi * 2), clockwise: true)
                    }, with: .color(.green))


Matrix form of a quadratic bezier
Matrix form of a cubic bezier


Topics Discussed

  • Dependency injection how and why.
    Monty asked about making his dates and times testable:
import Foundation

protocol SystemServiceProtocol {
    var now: Date { get }

final class SystemService: SystemServiceProtocol {
    var now: Date {

final class MockSystemService: SystemServiceProtocol {
    var now: Date = .distantPast

We also discussed remote configuration and making a debug menu and debugService

struct Flagged<Wrapped> {
    var isLocked: Bool
    var wrapped: Wrapped
    subscript<Value>(dynamicMember dynamicMember: WritableKeyPath<Self, Value>) -> Value {
        self[dynamicMember: dynamicMember]
func two(sum target: Int, from values: [Int]) -> (Int, Int)? {
    let lookup = values.enumerated().reduce(into: [Int: [Int]]()) { accumulated, next in
        accumulated[next.element, default: []].append(next.element)
    return values.print().enumerated().lazy.compactMap { (index, value) -> (Int, Int)? in
        guard let other = lookup[target - value], let otherIndex = other.last, otherIndex != index else { return nil }
        return (index, otherIndex)

Peter asked about a print for Sequence mirroring Combine's print operator. We looked at the general form:

extension Sequence {
    func sideEffect(_ effect: (Element) -> Void) -> some Sequence<Element> {
        map { value in
            return value

and the specific solution:

extension Sequence where Element: CustomStringConvertible {
    func print() -> some Sequence<Element> {
        sideEffect { Swift.print(String(describing: $0)) }

Carlyn shared two free computer science courses:


Questions and Discussion

LLDB Debugging

You can use the LLDB prompt in Xcode that comes up when you hit a breakpoint in the console window.

As an example:

memory read -s1 -fu -c10000 0xb0987654 --force

LLDB Basics in 11 Minutes


Some shows about how computers are awesome

Swift 6

In this SPI podcast, Holly Borla notes that the transition to Swift 6 shouldn't be as bad as many people are fearing.

Glow Shine Effect


A ton of research materials from Georgi with regard many advanced attribution topics (including Revtrival Augmented Generation [RAG]):

Ed noting that Apple released some on-device models.


Presentation: Swift Package Manager

Carlyn showed us a new command line tool she is working on for managing her many Swift Packages.


Presentation: Maps and SwiftUI

Frank showed us how to implement a map today in SwiftUI. His implementation let us put down points of interest with a long tap in pure SwiftUI.

import SwiftUI
import MapKit
struct POI: Identifiable {
  let id = UUID().uuidString
  var location: CLLocationCoordinate2D
  init(coordinate: CLLocationCoordinate2D) {
    location = coordinate
  init(latitude: CLLocationDegrees, longitude: CLLocationDegrees) {
    location = .init(latitude: latitude, longitude: longitude)

struct ContentView: View {
  @State private var points: [POI] = [
          .init(latitude: 48.85, longitude: 2.33),
          .init(latitude: 48.87, longitude: 2.38)
  var body: some View {
      MapReader { mapProxy in
          Map {
            ForEach(points) { point in
                Marker(coordinate: point.location) {
                    Image(systemName: "globe")
          }.onLongPressGestureWithLocation { point in
            if let coordinate = mapProxy.convert(point, from: .local) {
                  points.append(.init(coordinate: coordinate))

struct LongPressGestureWithLocation: ViewModifier {
  private var perform: (CGPoint) -> Void
  @State private var location: CGPoint?
  init(perform: @escaping (CGPoint) -> Void) {
    self.perform = perform
  func body(content: Content) -> some View {
      .gesture(DragGesture(minimumDistance: 0)
      .onChanged { value in
          location = value.location
      .simultaneously(with: LongPressGesture()
      .onEnded { done in
          if done, let location {
extension View {
  func onLongPressGestureWithLocation(perform: @escaping (CGPoint) -> Void) -> some View {
    modifier(LongPressGestureWithLocation(perform: perform))

Related resources:

We came to the consensus that you need UIKit to implement full gesture capabilities:

Presentation: SwiftUI Layout

Josh continued to review the details of SwiftUI layout. Most of the code was presented in the previous week with special attention this week put on fixedSize.

Related resource:

Discussion and Questions

Swift for C++ Practitioners


Presentation: SwiftUI Layout

Josh showed the details of how SwiftUI layout works by creating a custom layout that inspects the calls of the layout system.

Also see:

Fixing up Geometry Reader

As a bonus side-topic, Josh showed how to "fix" how layout of a geometry reader works.

var body some View {
  let _ = Self._printChanges()
  GeometryReader { geometry in
    VStack {
      Image (systemName: "globe")
      Text ("Hello, world!")
        width: geometry.size.width, 
        height: geometry.size.height, 
        alignment: .center)

Here is the code for the inspector:

struct InspectorLayout: Layout {
    func sizeThatFits(proposal: ProposedViewSize, subviews: Subviews, cache: inout ()) -> CGSize {
        let size = subviews.first?.sizeThatFits(proposal) ?? .zero
        \(subviews.first?[LayoutNameKey.self] ?? ""):
        Received proposal: width \(proposal.width.proposalDescription) height: \(proposal.height.proposalDescription)
        Returning \(size)
        return size

    func placeSubviews(in bounds: CGRect, proposal: ProposedViewSize, subviews: Subviews, cache: inout ()) {
        subviews.forEach {
            print("placing \(subviews.first?[LayoutNameKey.self] ?? ""): width: \(proposal.width.proposalDescription) height: \(proposal.height.proposalDescription)")
            $ .init(x: bounds.midX, y: bounds.midY), anchor: .center, proposal: proposal)

private struct LayoutNameKey: LayoutValueKey {
    static let defaultValue = "[unnamed view]"

extension View {
    func inspectLayout(name: some CustomStringConvertible) -> some View {
        InspectorLayout() {
            layoutValue(key: LayoutNameKey.self, value: String(describing: name))

private extension Optional where Wrapped == CGFloat {
    var proposalDescription: String {
        map {
            switch $0 {
            case .infinity: "max"
            case .zero: "min"
            default: "custom \(self!)"
        } ?? "ideal"


Bonus topic about how to format numbers.

Swift Talk Reimplements SwiftUI

Questions and Discussion

One More Thing

A new AltWWDC/Alt-Conf/Layers Inspired Conference happening WWDC week.

Scheduling Background Work

Mark asking about how to schedule background work.

Assembly Language

Carlyn posting three links on assembly:


Async From a Low Level


Presentation: Ordering Async Work

Josh showed us an outline for a solution to order async work. It uses an actor to organize (and protect) a list of prioritized sendable closures that it can execute using a discardable task group. It uses the Heap structure from Swift Collection to establish the work order and an async stream to feed in and process work.

import Foundation
import HeapModule

actor AsyncPriorityWorkQueue<Priority: Comparable & Sendable, Output> {
    private let maxConcurrentElements: Int
    private let postWorkNotification: AsyncStream<Void>.Continuation
    private var concurrentItems = 0
    private var subscriptions = Subscriptions()
    private var priorityQueue = Heap<Work>()
    init(of output: Output.Type, priorityOfType: Priority.Type = Int.self, maxConcurrentElements: Int) {
        self.maxConcurrentElements = maxConcurrentElements
        let (workNotifications, postWorkNotification) = AsyncStream.makeStream(of: Void.self, bufferingPolicy: .unbounded)
        self.postWorkNotification = postWorkNotification
        subscriptions += Task {
            await withDiscardingTaskGroup { [weak self] group in
                for await _ in workNotifications {
                    while let work = await self?.dequeueWork() {
                        group.addTask {
                            await work.operation()
    private func dequeueWork() -> Work? {
        concurrentItems < maxConcurrentElements
            ? priorityQueue.popMax()
            : nil
    private func enqueue(priority: Priority, operation: @escaping @Sendable () async -> Void) {
        priorityQueue.insert(.init(priority: priority, operation: operation))
    func perform(priority: Priority, operation: @escaping @Sendable () async throws -> Output) async throws -> Output {
        try await withCheckedThrowingContinuation { [weak self] continuation in
            Task { [weak self] in
                await self?.enqueue(priority: priority) {
                    continuation.resume(with: await Result {
                        async let value = operation()
                        return try await value

extension AsyncPriorityWorkQueue {
    struct Work: Comparable, Sendable  {
        let id = UUID()
        var priority: Priority
        var operation: @Sendable () async -> Void
        static func < (lhs: Self, rhs: Self) -> Bool { lhs.priority < rhs.priority }
        static func == (lhs: Self, rhs: Self) -> Bool { == }

extension Result where Failure == Error {
    init(_ operation: () async throws -> Success) async {
        do { self = .success(try await operation()) } catch { self = .failure(error) }

final class Subscriptions {
    private var cancellations: [() -> Void] = []
    deinit { cancellations.forEach { $0() } }
    static func += <Value, Failure>(lhs: Subscriptions, rhs: Task<Value, Failure>) { lhs.cancellations.append(rhs.cancel) }

Discussions and Questions


Upcoming conferences in Europe.

Frank L. (just back from try! Swift Tokyo) notes:

Tickets are not on sale for NSSpain yet, but the dates are known. September 18-20th. Swift Connection is September 23-24, and there's Server-Side Swift in London on September 26-27.

Privacy Manifest

Peter was noting problems showing up on the app store complaining about privacy manifest files. The consensus seemed to be that there was an error in one of the third party packages being used.

Inlinable vs inline(__always) vs _transparent

Breaking out of nested loops

In the end, the code didn't need the label.

Testing Framework

Might be an interesting topic for future discussion.


This is an interesting beast. Carlyn notes:

                 any ~Copyable
                 /         \
                /           \
     Any == any Copyable   <all purely noncopyable types>
  <all copyable types>


Presentation: ViewModel as a Function

Josh presented how to write a view model as a single function. Writing code in this style enhances local reasoning and testability. Thinking of the logic in this way (even if you use a different framework) can help influence how you write code in a positive way.

import Combine
import UIKit

import PlaygroundSupport

typealias Input = (
    increaseFirst: AnyPublisher<Void, Never>,
    increaseSecond: AnyPublisher<Void, Never>
typealias Output = (
    firstValue: AnyPublisher<String, Never>,
    secondValue: AnyPublisher<String, Never>,
    total: AnyPublisher<String, Never>
typealias AddViewModel = (Input) -> Output

final class AddViewController: UIViewController {
    private var subscriptions: Set<AnyCancellable> = []
    init(viewModel: AddViewModel) {
        super.init(nibName: nil, bundle: nil)
        let firstInputSubject = PassthroughSubject<Void, Never>()
        let secondInputSubject = PassthroughSubject<Void, Never>()
        let outputs = viewModel((
            increaseFirst: firstInputSubject.eraseToAnyPublisher(),
            increaseSecond: secondInputSubject.eraseToAnyPublisher()
        with(UIStackView(arrangedSubviews: [
            UIButton(type: .roundedRect, primaryAction: .init(title: "Increase First") { _ in firstInputSubject.send() }),
            UIButton(type: .roundedRect, primaryAction: .init(title: "Increase Second") { _ in secondInputSubject.send() }),
            with(UILabel()) { label in
                outputs.firstValue.sink { [label] value in label.text = value }.store(in: &subscriptions)
            with(UILabel()) { label in
                 outputs.secondValue.sink { [label] value in label.text = value }.store(in: &subscriptions)
            with(UILabel()) { label in
       { [label] value in label.text = value }.store(in: &subscriptions)
        ])) { stack in
            stack.translatesAutoresizingMaskIntoConstraints = false
            stack.axis = .vertical
            stack.alignment = .leading
                view.centerXAnchor.constraint(equalTo: stack.centerXAnchor),
                view.centerYAnchor.constraint(equalTo: stack.centerYAnchor)
    @available(*, unavailable)
    required init?(coder: NSCoder) { fatalError("")}

func addViewModel(_ input: Input)-> Output {
    let firstValue = { _ in 1 }.scan(0, +).prepend(0)
    let secondValue = { _ in 1 }.scan(0, +).prepend(0)
    return (
        total: Publishers.CombineLatest(firstValue, secondValue)

PlaygroundPage.current.setLiveView(AddViewController(viewModel: addViewModel))

To code efficiently in this style, you'll need to build some infrastructure (e.g. with and bind) or bring it into your code with a Swift Package.

Presentation: Date Parsing

Carlyn presented about dates and scanning text which she has written extensively about during the last week!

Some other resources that were mentioned:

Formatting in general:

Dave Delong on points in space and time:

Questions and Discussion

Apple Vision Pro Conference

Ed was speaking to us live from an Apple Vision Pro hackathon. He had some questions about Multipeer connectivity and 3D.


Monty is learning how to use SwiftData and had some questions about making relationships. I debugging, Josh suggested making his view @MainActor and changing one of his optional arrays to be just an empty array.


SwiftIO Embedded Playground

Ray mentioned that he bought a SwiftIO kit.


Presentation: Actor reentrancy

We looked at the issue of actor reentrancy which is discussed at length in the original Actor proposal:

We did this by creating the original code example and then running as a unit test repeatedly.

Once we got to a failing state we implemented a Swift concurrency friendly Semaphore based on the open source library:

Then we changed the test code so that it generated deadlocks. The complete example:

import XCTest

enum Judgement {
  case noIdea, goodIdea, badIdea

typealias Decision = Judgement

public final class AsyncSemaphore: @unchecked Sendable {
  private var count: Int
  init(count: Int) {
    precondition(count >= 0)
    self.count = count
  private let _lock = NSRecursiveLock()
  private func lock() {
  private func unlock() {
  private class Suspension: @unchecked Sendable {
    enum State {
      case suspended(CheckedContinuation<Void, Never>)
    var state: State
    init(state: State) {
      self.state = state
  private var suspensions: [Suspension] = []
  deinit {
  public func wait() async {
    count -= 1
    if count >= 0 {
    await withCheckedContinuation { continuation in
      let s = Suspension(state: .suspended(continuation))
      suspensions.insert(s, at: 0)
  public func signal() -> Bool {
    count += 1
    switch suspensions.popLast()?.state {
    case .suspended(let continuation):
      return true
      return false

actor Person {
  var friend: Person?
  var opinion: Decision = .noIdea
  let semaphore = AsyncSemaphore(count: 1)
  func tell(_ opinion: Judgement, heldBy person: Person) async {
    if .random() {
      if opinion == .goodIdea {
        _ = await person.thinkOfABadIdea()
      } else {
        _ = await person.thinkOfAGoodIdea()
  init(friend: Person? = nil, opinion: Decision) {
    self.friend = friend
    self.opinion = opinion
  func thinkOfAGoodIdea() async -> Decision {
    await semaphore.wait()    
    defer {
    opinion = .goodIdea
    await friend?.tell(opinion, heldBy: self)
    return opinion
  func thinkOfABadIdea() async -> Decision {
    await semaphore.wait()
    defer {
    opinion = .badIdea
    await friend?.tell(opinion, heldBy: self)
    return opinion

final class Reent2Tests: XCTestCase {
  func testRace() async {
    let friend = Person(friend: nil, opinion: .noIdea)
    let person = Person(friend: friend, opinion: .noIdea)

    // deadlock!

    let a = await person.thinkOfAGoodIdea()
    XCTAssertEqual(Judgement.goodIdea, a)
    let idea = await person.thinkOfABadIdea()
    XCTAssertEqual(Judgement.badIdea, idea)


A followup would be to see how to find the deadlock introduced with the locks in this way.

Questions and Discussion

Interfacing to C and C++

Ed is working on protein folding visualization for Apple Vision Pro and wants to interface with some existing libraries that load pdb files. Carlyn gave him some advice about that:

Also, these two repos:

Another particular is working with fixed size C arrays that come back as tuples:

Another treat was learning about Monty other endeavors.

App Architecture

Allen had a question about how to take his App model object and use it with SwiftUI.

We talked about the new Observable macro and how you can use it to target older versions of iOS.

Vision Dev Camp

Coming up next week. Ed and John will both be there.

Date and Time

There was a lot of chat discussion about date and time.

Fixing SwiftData Initialization Error

Monty was having trouble with his SwiftData app.

The hypothesis is that he needed to add a config. i.e.

let schema = Schema([
            let modelConfiguration = ModelConfiguration(schema: schema, isStoredInMemoryOnly: false)


Presentation: Custom Encoders

Carlyn took us on a guided tour of writing a custom encoder.

Frank also previously presented about this topic:

Questions and Discussion

Apple Vision Pro

John B showed us a demo of one of his Apple Vision Pro app. He also gave us a link to an app that he is currently working on.

There is an upcoming Apple Vision Pro in-person conference:

Swift News


Parameter packs

Swift Hardware


Questions and Discussion

There were other other discussions about working remotely in teams, getting experience at hackathons and working on open source PRs.


We looked at a performance problem in an app. First we looked at it with insturments and found that the main loop was running with 98% CPU, a battery destroyer. It was hard to figure out in insturments exactly why this was happening but it did eventually lead us to the SwiftUI View that was re-rendering.

Then we insturmented this view with:

    let _ = Self._printChanges()

After closer inspection, we found that the view was using a geometry reader and then putting that into the view as an environment object. That would cause the view to re-render causing the whole cycle to repeat in a tight loop.

Josh's suggestion was to use a environment value instead:

Create a windowSize value that can be inserted into the environment.:

    extension EnvironmentValues {
        var windowSize: CGSize {
            get { self[SizeEnvironmentKey.self] }
            set { self[SizeEnvironmentKey.self] = newValue }

Create a method that you can set the size with (from something like a geometry reader).

    extension View {
        func insertSizeIntoEnvironment(_ size: CGSize) -> some View {
            environment(\.windowSize, size)

Any view can get access to the size with this:

@Environment(\.windowSize) private var size

This would prevent the rapid invalidation of views caused by constantly updating the environment object.


Questions and Discussion

Apple AirPods and Vision Pro

Rainer notes that AirPod Pros give amazing sound for the small package they are in. He was wondering how they compare to Vision Pro. The consensus seemed to be that Vision Pro audio is better than AirPod Pro audio but not as good as AirPod Max audio.

Concurrency Isolation

We went through the points in

These include:

  • You can determine isolation from a types declaration
  • Sometimes you have to look at base types to get the answer
  • When you await you can change isolation
  • Closures can inherit isolation
  • You can opt out of isolation
  • Protocols can specify isolation and it has tricky consequences
  • SwiftUI only specifies the body property as @MainActor which can be confusing
  • Turn on complete checking to find out where your data races might be.

Josh showed several additional examples including several examples of how you can run into problems with view model isolation. The conversation then turned to state management more generally comparing different approaches. We also talked about task inheritance and structured concurrency more generally. Memorize this:

Task Inheritence


Presentation: Generalized Pagination

Josh started project for handling pagination in a generalized way.

  • Use an enumeration to handle loading, loaded(Content), error, empty states.
  • Use @CasePathable to ergonomically handle the enum states.
  • Make a generic type to handle the content and getting the next set of data.
  • Make the pagination type conform to RandomAccessCollection and friends by projecting the underlying content array.
  • Make a pagination manager using an actor that accepts closures for fetching data and synchronizing fetching calls and publishing result via an async stream.

Source code TBD.

Questions and Discussion

Swift 6 and Swift Evolution

Swift 6 branch was announced meaning 5.10 and Swift 6 are being developed together.

An alternative view of evolution sorted by status:

Some recent proposals highlighted by Josh:

Implementing a with method

Allows mutation of a builder type were the final built type may be declared with a let.


Performance analysis of Mojo looking specifically at TCO (tail call optimization) in recursive functions.

With regard to optimization and debugging we discussed looking at output from

(lldb) p getFunction()->dump()

Georgi shared this link:


A configuration language that plays nicely with Swift types and others.


Presentation: Transforms and SwiftUI

Josh took us through an example of using transforms, matrix multiplication and how homogeneous coordinates work to produce affine transforms. Discussion of column-based vs row-based transforms.

Carlyn notes this tutorial series:

Peter notes this Tech note from Apple about transforming images:

Questions and Discussion

New SwiftUI Field Guide

Swift System

Cross platform abstractions for file access, etc.

For example, Swift NIO uses System as a dependency.

Underscored attributes

What do they all mean? Find out here:


Questions and Discussion

Apple Vision Pro

Lots of discussion about virtual avatars, Zoom implementation, bugs, etc.

Frank shared this top 10 app list:

Humberto shared this best app for teens. 😂

Discussion of Polyspatial

Discussion of Godot

Swift Collections

There is a new release of Swift collections (1.1) that now includes Heap BitSet BitArray TreeSet and TreeDictionary

Code Organization and Tracing Tools

How to name SwiftUI files:

Log function names with #function

Also, Josh notes:

let _ = Self._printChanges()


Safari Extension in Swift

Carlyn took us on a voyage exploring web extensions. It is a little tricky to setup if you want your extension to talk to your app.

Sequences Presentation

Josh gave a short presentation on iterating through grid composed of two grids.

func lazyCartesianProduct<X: Sequence, Y: Collection>(_ x: X, _ y: Y) -> some Sequence<(X.Element, Y.Element)> {
        x.lazy.flatMap { x in { y in (x, y) } }
func cartesianProduct<X: Sequence, Y: Collection>(_ x: X, _ y: Y) -> some Sequence<(X.Element, Y.Element)> {
    sequence(state: (
        column: x.makeIterator(),
        row: y.makeIterator(),
        currentColumn: Optional<X.Element>.none
    )) { state in
        state.currentColumn = state.currentColumn ??
        let y = ?? {
            state.currentColumn =
            state.row = y.makeIterator()
        return state.currentColumn.flatMap { x in { y in (x, y) } }

It is also interesting to look at the product type defined in the algorithms library:

Connect3D Available in the Store 🥳

Ed released an Apple Vision Pro app. Congratulations! Quite an accomplishment considering he developed it all without hardware.

Questions and Discussion

Apple Vision Pro Day

John and Ed attended the meeting using AVP. We had fun seeing their avatars and getting a firsthand description of the platform.

AI and Software Development

How is it changing what people are doing?

It is possible that the code quality is better for other languages such as Python and C++ because the corpus is larger.


Optimization Presentation

Josh walked us through the documents in the Swift repo

Questions and Discussion

Supporting in-app Purchases and Verifying Certificates

You can stand up your own server or use one of these services:

If you are a small shop, you might just choose on-device verification knowing that it will be possible some to crack.

Bug in Form HStack's

Here is the sample project from Monty.

Working with JSON

You could write your own viewer:

Editing Notifications

Schemes are XML!

Carlyn has been hacking schemes from the command line.

Computer History

It was the 40th anniverary of the Mac this week.


Ray is starting the Ray Tracing challenge. Here are some good resources for Ray Tracing:


Presentation: Plugin Explorer

Carlyn presented findings about how to implement plugin commands.

The repo for the PluginExplorer is found here:

WWDC references:

Swift Package Manager:

The Original Pitch and Proposal:

Other resources:

Generating your xcode project from scratch, or updating it from the command line: Xcodeproj

Questions and Discusssion

Apple Vision Pro Pre-orders

The process was a little bumpy but it sounded like everyone that wanted to get one was able to. It seems like the backlog now is only about a month.

Device Disposal

Apple has special equipment to disassemble devices so the materials can be properly recycled.

Perception and Observation:

Josh showed us a new framework from that backports Observable by taking inspiration from the Swift open source library which uses system private interfaces (aka _spi(SwiftUI)) to implement observation.

Josh also gave us a link to an article that goes into depth about Observation:


Questions and Discusssion


Paul Hudson is running a VisionOS course.
Apple's VisonOS news release.

OS Log

We discussed OSLog and how to use the console app using this example.


We discussed MVVM using this example.


Feature Presentation: VisionOS

Josh continued his VisionOS example from last year building a 3D style shooting game were you can knock down blocks by firing balls from a cannon. Some of the topics discussed included:

  • Taking in game controller events
  • Mapping these events to transforms that move the cannon
  • Creating new entities with initial velocity and physics
  • Dynamic and static entities. Dynamic entities were the blocks and the balls. The floor was static entity.
  • Composing new components into the system. The example was to control the lifetime of fired balls so they disappear after a few seconds.

Code Preview

Questions and Discusssion


Bob D looking into logging code from previous meetings and updating the SwiftUI navigation to the latest version (NavigationStack).

Some of the videos he found useful:

Ray mentioned testing logging using a DI framework.

Josh mentioned that with recent improvements to OSLog even without dependency injection or mocking you can write out the log to an array and check it in a test if you are interested in.

Buying a New Mac

Be careful of using old machines that are connected to the Internet that aren't getting security updates. Go to Apple Silicon if possible but recent Intel machines are still viable for a few more years. The important thing is getting security updates.

Some places to look from deals:

For those missing the touch pad, consider stream deck.

Swift Package Preview

The Swift blog showcases some interesting packages.

One that we took note of was a macro system to cut down on initializer boilerplate. 1000 line code reductions in real projects.

Dimissing Windows in VisionOS

The key is doing this through the environment:

@Environment(\.dismissWindow) private var dismissWindow

Ed was having trouble doing this probably because he was calling it at the wrong time.

John B gave us a quick working example:

.onChange(of: showImmersiveSpace) { _, newValue in
    Task {
        if newValue {
            switch await openImmersiveSpace(id: "ImmersiveSpace") {
            case .opened:
                immersiveSpaceIsShown = true
                dismissWindow(id: "MainWindow")
            case .error, .userCancelled:
            @unknown default:
                immersiveSpaceIsShown = false
                showImmersiveSpace = false
        } else if immersiveSpaceIsShown {
            await dismissImmersiveSpace()
            immersiveSpaceIsShown = false

For completeness, this is how he shows the window though he notes that it should be factored out from the collision handler where it currently lives. Hopefully, Ed can use this working example to get his own project working.

collisionSubscription = content.subscribe(to: CollisionEvents.Began.self) { [self]
    event in
    if event.entityA == lander {
        DispatchQueue.main.asyncAfter(deadline: + 5) {
            Task {
                await dismissImmersiveSpace()
                openWindow(id: "MainWindow")


Meeting minutes and learnings from the physical space meeting.






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