Ionite
1 year ago
5 changed files with 207 additions and 34 deletions
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using StabilityMatrix.Core.Helper; |
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using StabilityMatrix.Core.Helper.Cache; |
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using StabilityMatrix.Core.Models.Progress; |
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using StabilityMatrix.Core.Python; |
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using StabilityMatrix.Core.Services; |
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namespace StabilityMatrix.Core.Models.Packages; |
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public class VoltaML : BaseGitPackage |
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{ |
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public override string Name => "voltaML-fast-stable-diffusion"; |
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public override string DisplayName { get; set; } = "VoltaML"; |
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public override string Author => "VoltaML"; |
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public override string Blurb => "Fast Stable Diffusion with support for AITemplate"; |
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public override string LaunchCommand => "main.py"; |
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public override Uri PreviewImageUri => new( |
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"https://github.com/LykosAI/StabilityMatrix/assets/13956642/d9a908ed-5665-41a5-a380-98458f4679a8"); |
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// There are releases but the manager just downloads the latest commit anyways, |
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// so we'll just limit to commit mode to be more consistent |
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public override bool ShouldIgnoreReleases => true; |
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public VoltaML( |
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IGithubApiCache githubApi, |
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ISettingsManager settingsManager, |
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IDownloadService downloadService, |
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IPrerequisiteHelper prerequisiteHelper) : |
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base(githubApi, settingsManager, downloadService, prerequisiteHelper) |
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{ |
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} |
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// https://github.com/VoltaML/voltaML-fast-stable-diffusion/blob/main/main.py#L86 |
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public override Dictionary<SharedFolderType, string> SharedFolders => new() |
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{ |
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[SharedFolderType.StableDiffusion] = "data/models", |
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[SharedFolderType.Lora] = "data/lora", |
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[SharedFolderType.TextualInversion] = "data/textual-inversion", |
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}; |
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// https://github.com/VoltaML/voltaML-fast-stable-diffusion/blob/main/main.py#L45 |
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public override List<LaunchOptionDefinition> LaunchOptions => new List<LaunchOptionDefinition> |
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{ |
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new() |
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{ |
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Name = "Log Level", |
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Type = LaunchOptionType.Bool, |
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DefaultValue = "--log-level INFO", |
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Options = |
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{ |
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"--log-level DEBUG", |
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"--log-level INFO", |
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"--log-level WARNING", |
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"--log-level ERROR", |
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"--log-level CRITICAL" |
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} |
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}, |
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new() |
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{ |
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Name = "Use ngrok to expose the API", |
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Type = LaunchOptionType.Bool, |
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Options = {"--ngrok"} |
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}, |
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new() |
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{ |
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Name = "Expose the API to the network", |
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Type = LaunchOptionType.Bool, |
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Options = {"--host"} |
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}, |
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new() |
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{ |
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Name = "Skip virtualenv check", |
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Type = LaunchOptionType.Bool, |
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InitialValue = true, |
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Options = {"--in-container"} |
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}, |
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new() |
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{ |
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Name = "Force VoltaML to use a specific type of PyTorch distribution", |
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Type = LaunchOptionType.Bool, |
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Options = |
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{ |
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"--pytorch-type cpu", |
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"--pytorch-type cuda", |
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"--pytorch-type rocm", |
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"--pytorch-type directml", |
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"--pytorch-type intel", |
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"--pytorch-type vulkan" |
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} |
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}, |
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new() |
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{ |
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Name = "Run in tandem with the Discord bot", |
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Type = LaunchOptionType.Bool, |
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Options = {"--bot"} |
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}, |
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new() |
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{ |
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Name = "Enable Cloudflare R2 bucket upload support", |
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Type = LaunchOptionType.Bool, |
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Options = {"--enable-r2"} |
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}, |
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new() |
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{ |
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Name = "Port", |
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Type = LaunchOptionType.String, |
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DefaultValue = "5003", |
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Options = {"--port"} |
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}, |
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new() |
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{ |
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Name = "Only install requirements and exit", |
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Type = LaunchOptionType.Bool, |
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Options = {"--install-only"} |
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}, |
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LaunchOptionDefinition.Extras |
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}; |
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public override Task<string> GetLatestVersion() => Task.FromResult("main"); |
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public override async Task InstallPackage(IProgress<ProgressReport>? progress = null) |
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{ |
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await UnzipPackage(progress).ConfigureAwait(false); |
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// Setup venv |
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progress?.Report(new ProgressReport(-1, "Setting up venv", isIndeterminate: true)); |
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using var venvRunner = new PyVenvRunner(Path.Combine(InstallLocation, "venv")); |
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await venvRunner.Setup().ConfigureAwait(false); |
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// Install requirements |
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progress?.Report(new ProgressReport(-1, "Installing Package Requirements", isIndeterminate: true)); |
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await venvRunner |
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.PipInstall("rich packaging python-dotenv", InstallLocation, OnConsoleOutput) |
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.ConfigureAwait(false); |
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progress?.Report(new ProgressReport(1, "Installing Package Requirements", isIndeterminate: false)); |
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} |
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public override async Task RunPackage(string installedPackagePath, string arguments) |
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{ |
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await SetupVenv(installedPackagePath).ConfigureAwait(false); |
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var args = $"\"{Path.Combine(installedPackagePath, LaunchCommand)}\" {arguments}"; |
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VenvRunner?.RunDetached( |
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args.TrimEnd(), |
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outputDataReceived: OnConsoleOutput, |
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onExit: OnExit, |
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workingDirectory: installedPackagePath); |
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} |
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} |
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