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//
// TextToImage.swift
// Diffusion
//
// Created by Pedro Cuenca on December 2022.
// See LICENSE at https://github.com/huggingface/swift-coreml-diffusers/LICENSE
//
import SwiftUI
import Combine
import StableDiffusion
// TODO: bind to UI controls
let scheduler = StableDiffusionScheduler.dpmSolverMultistepScheduler
let steps = 25
let seed: UInt32? = nil
func generate(pipeline: Pipeline?, prompt: String) async -> CGImage? {
guard let pipeline = pipeline else { return nil }
return try? pipeline.generate(prompt: prompt, scheduler: scheduler, numInferenceSteps: steps, seed: seed)
}
enum GenerationState {
case startup
case running(StableDiffusionProgress?)
case idle(String)
}
/// Presents "Share" + "Save" buttons on Mac; just "Share" on iOS/iPadOS.
/// This is because I didn't find a way for "Share" to show a Save option when running on macOS.
struct ShareButtons: View {
var image: CGImage
var name: String
var filename: String {
name.replacingOccurrences(of: " ", with: "_")
}
var body: some View {
let imageView = Image(image, scale: 1, label: Text(name))
if (ProcessInfo.processInfo.isMacCatalystApp) {
HStack {
ShareLink(item: imageView, preview: SharePreview(name, image: imageView))
Button() {
guard let imageData = UIImage(cgImage: image).pngData() else {
return
}
do {
let fileURL = FileManager.default.temporaryDirectory.appendingPathComponent("\(filename).png")
try imageData.write(to: fileURL)
let controller = UIDocumentPickerViewController(forExporting: [fileURL])
let scene = UIApplication.shared.connectedScenes.first as! UIWindowScene
scene.windows.first!.rootViewController!.present(controller, animated: true)
} catch {
print("Error creating file")
}
} label: {
Label("Save…", systemImage: "square.and.arrow.down")
}
}
} else {
ShareLink(item: imageView, preview: SharePreview(name, image: imageView))
}
}
}
struct ImageWithPlaceholder: View {
var image: Binding<CGImage?>
var state: Binding<GenerationState>
var body: some View {
switch state.wrappedValue {
case .startup: return AnyView(Image("placeholder").resizable())
case .running(let progress):
guard let progress = progress, progress.stepCount > 0 else {
// The first time it takes a little bit before generation starts
return AnyView(ProgressView())
}
let step = Int(progress.step) + 1
let fraction = Double(step) / Double(progress.stepCount)
let label = "Step \(step) of \(progress.stepCount)"
return AnyView(ProgressView(label, value: fraction, total: 1).padding())
case .idle(let lastPrompt):
guard let theImage = image.wrappedValue else {
return AnyView(Image(systemName: "exclamationmark.triangle").resizable())
}
let imageView = Image(theImage, scale: 1, label: Text("generated"))
return AnyView(
VStack {
imageView.resizable().clipShape(RoundedRectangle(cornerRadius: 20))
ShareButtons(image: theImage, name: lastPrompt)
})
}
}
}
struct TextToImage: View {
@EnvironmentObject var context: DiffusionGlobals
@State private var prompt = "Labrador in the style of Vermeer"
@State private var image: CGImage? = nil
@State private var state: GenerationState = .startup
@State private var progressSubscriber: Cancellable?
func submit() {
if case .running = state { return }
Task {
state = .running(nil)
image = await generate(pipeline: context.pipeline, prompt: prompt)
state = .idle(prompt)
}
}
var body: some View {
VStack {
HStack {
TextField("Prompt", text: $prompt)
.textFieldStyle(.roundedBorder)
.onSubmit {
submit()
}
Button("Generate") {
submit()
}
.padding()
.buttonStyle(.borderedProminent)
}
ImageWithPlaceholder(image: $image, state: $state)
.scaledToFit()
Spacer()
}
.padding()
.onAppear {
progressSubscriber = context.pipeline!.progressPublisher.sink { progress in
guard let progress = progress else { return }
state = .running(progress)
}
}
}
}