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 async Task GetLatestVersion() { var release = await GetLatestRelease().ConfigureAwait(false); return release.TagName!; } public override async Task InstallPackage(string installLocation, TorchVersion torchVersion, IProgress? progress = 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( $"torch==2.0.1 torchvision==0.15.2 --extra-index-url https://download.pytorch.org/whl/{torchVersionStr}", OnConsoleOutput).ConfigureAwait(false); progress?.Report(new ProgressReport(-1f, "Installing requirements...", isIndeterminate: true)); await venvRunner.PipInstall("-r requirements_versions.txt", OnConsoleOutput) .ConfigureAwait(false); } public override async Task RunPackage(string installedPackagePath, string command, string arguments) { await SetupVenv(installedPackagePath).ConfigureAwait(false); void HandleConsoleOutput(ProcessOutput s) { OnConsoleOutput(s); if (s.Text.Contains("Use the app with", StringComparison.OrdinalIgnoreCase)) { var regex = new Regex(@"(https?:\/\/)([^:\s]+):(\d+)"); var match = regex.Match(s.Text); if (match.Success) { WebUrl = match.Value; } OnStartupComplete(WebUrl); } } void HandleExit(int i) { Debug.WriteLine($"Venv process exited with code {i}"); OnExit(i); } var args = $"\"{Path.Combine(installedPackagePath, command)}\" {arguments}"; VenvRunner?.RunDetached( args.TrimEnd(), HandleConsoleOutput, HandleExit); } }