using System.Diagnostics; using System.Text.RegularExpressions; using StabilityMatrix.Core.Helper; using StabilityMatrix.Core.Helper.Cache; using StabilityMatrix.Core.Models.Progress; using StabilityMatrix.Core.Processes; using StabilityMatrix.Core.Services; namespace StabilityMatrix.Core.Models.Packages; public class Fooocus : BaseGitPackage { public Fooocus( IGithubApiCache githubApi, ISettingsManager settingsManager, IDownloadService downloadService, IPrerequisiteHelper prerequisiteHelper ) : base(githubApi, settingsManager, downloadService, prerequisiteHelper) { } public override string Name => "Fooocus"; public override string DisplayName { get; set; } = "Fooocus"; public override string Author => "lllyasviel"; public override string Blurb => "Fooocus is a rethinking of Stable Diffusion and Midjourney’s designs"; public override string LicenseType => "GPL-3.0"; public override string LicenseUrl => "https://github.com/lllyasviel/Fooocus/blob/main/LICENSE"; public override string LaunchCommand => "launch.py"; public override Uri PreviewImageUri => new( "https://user-images.githubusercontent.com/19834515/261830306-f79c5981-cf80-4ee3-b06b-3fef3f8bfbc7.png" ); public override List LaunchOptions => new() { new LaunchOptionDefinition { Name = "Port", Type = LaunchOptionType.String, Description = "Sets the listen port", Options = { "--port" } }, new LaunchOptionDefinition { Name = "Share", Type = LaunchOptionType.Bool, Description = "Set whether to share on Gradio", Options = { "--share" } }, new LaunchOptionDefinition { Name = "Listen", Type = LaunchOptionType.String, Description = "Set the listen interface", Options = { "--listen" } }, LaunchOptionDefinition.Extras }; public override SharedFolderMethod RecommendedSharedFolderMethod => SharedFolderMethod.Symlink; public override IEnumerable AvailableSharedFolderMethods => new[] { SharedFolderMethod.Symlink, SharedFolderMethod.None }; public override Dictionary> SharedFolders => new() { [SharedFolderType.StableDiffusion] = new[] { "models/checkpoints" }, [SharedFolderType.Diffusers] = new[] { "models/diffusers" }, [SharedFolderType.Lora] = new[] { "models/loras" }, [SharedFolderType.CLIP] = new[] { "models/clip" }, [SharedFolderType.TextualInversion] = new[] { "models/embeddings" }, [SharedFolderType.VAE] = new[] { "models/vae" }, [SharedFolderType.ApproxVAE] = new[] { "models/vae_approx" }, [SharedFolderType.ControlNet] = new[] { "models/controlnet" }, [SharedFolderType.GLIGEN] = new[] { "models/gligen" }, [SharedFolderType.ESRGAN] = new[] { "models/upscale_models" }, [SharedFolderType.Hypernetwork] = new[] { "models/hypernetworks" } }; public override IEnumerable AvailableTorchVersions => new[] { TorchVersion.Cpu, TorchVersion.Cuda, TorchVersion.Rocm }; public override Task GetLatestVersion() => Task.FromResult("main"); public override bool ShouldIgnoreReleases => true; public override async Task InstallPackage( string installLocation, TorchVersion torchVersion, IProgress? progress = null, Action? onConsoleOutput = null ) { await base.InstallPackage(installLocation, torchVersion, progress).ConfigureAwait(false); var venvRunner = await SetupVenv(installLocation, forceRecreate: true) .ConfigureAwait(false); progress?.Report(new ProgressReport(-1f, "Installing torch...", isIndeterminate: true)); var torchVersionStr = "cpu"; switch (torchVersion) { case TorchVersion.Cuda: torchVersionStr = "cu118"; break; case TorchVersion.Rocm: torchVersionStr = "rocm5.4.2"; break; case TorchVersion.Cpu: break; default: throw new ArgumentOutOfRangeException(nameof(torchVersion), torchVersion, null); } await venvRunner .PipInstall( $"torch==2.0.1 torchvision==0.15.2 --extra-index-url https://download.pytorch.org/whl/{torchVersionStr}", onConsoleOutput ) .ConfigureAwait(false); progress?.Report( new ProgressReport(-1f, "Installing requirements...", isIndeterminate: true) ); await venvRunner .PipInstall("-r requirements_versions.txt", onConsoleOutput) .ConfigureAwait(false); } public override async Task RunPackage( string installedPackagePath, string command, string arguments, Action? onConsoleOutput ) { await SetupVenv(installedPackagePath).ConfigureAwait(false); void HandleConsoleOutput(ProcessOutput s) { onConsoleOutput?.Invoke(s); if (s.Text.Contains("Use the app with", StringComparison.OrdinalIgnoreCase)) { var regex = new Regex(@"(https?:\/\/)([^:\s]+):(\d+)"); var match = regex.Match(s.Text); if (match.Success) { WebUrl = match.Value; } OnStartupComplete(WebUrl); } } void HandleExit(int i) { Debug.WriteLine($"Venv process exited with code {i}"); OnExit(i); } var args = $"\"{Path.Combine(installedPackagePath, command)}\" {arguments}"; VenvRunner?.RunDetached(args.TrimEnd(), HandleConsoleOutput, HandleExit); } }