Multi-Platform Package Manager for Stable Diffusion
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using System;
using System.Collections.Generic;
using System.Collections.Immutable;
using System.Diagnostics;
using System.IO;
using System.Linq;
using System.Net.Http;
using System.Threading.Tasks;
using Avalonia.Controls;
using Avalonia.Controls.Notifications;
using Avalonia.Threading;
using CommunityToolkit.Mvvm.ComponentModel;
using CommunityToolkit.Mvvm.Input;
using FluentAvalonia.UI.Controls;
using NLog;
using Octokit;
using StabilityMatrix.Avalonia.Controls;
using StabilityMatrix.Avalonia.Services;
using StabilityMatrix.Avalonia.ViewModels.Base;
using StabilityMatrix.Avalonia.ViewModels.Dialogs;
using StabilityMatrix.Avalonia.Views.Dialogs;
using StabilityMatrix.Core.Extensions;
using StabilityMatrix.Core.Helper;
using StabilityMatrix.Core.Models;
using StabilityMatrix.Core.Models.Api;
using StabilityMatrix.Core.Models.FileInterfaces;
using StabilityMatrix.Core.Models.Progress;
using StabilityMatrix.Core.Processes;
using StabilityMatrix.Core.Services;
using Notification = Avalonia.Controls.Notifications.Notification;
namespace StabilityMatrix.Avalonia.ViewModels.CheckpointBrowser;
public partial class CheckpointBrowserCardViewModel : Base.ProgressViewModel
{
private static readonly Logger Logger = LogManager.GetCurrentClassLogger();
private readonly IDownloadService downloadService;
private readonly ITrackedDownloadService trackedDownloadService;
private readonly ISettingsManager settingsManager;
private readonly ServiceManager<ViewModelBase> dialogFactory;
private readonly INotificationService notificationService;
public Action<CheckpointBrowserCardViewModel>? OnDownloadStart { get; set; }
public CivitModel CivitModel
{
get => civitModel;
set
{
civitModel = value;
UpdateImage();
CheckIfInstalled();
}
}
public override bool IsTextVisible => Value > 0;
[ObservableProperty] private Uri? cardImage;
[ObservableProperty] private bool isImporting;
[ObservableProperty] private string updateCardText = string.Empty;
[ObservableProperty] private bool showUpdateCard;
private CivitModel civitModel;
public CheckpointBrowserCardViewModel(
IDownloadService downloadService,
ITrackedDownloadService trackedDownloadService,
ISettingsManager settingsManager,
ServiceManager<ViewModelBase> dialogFactory,
INotificationService notificationService)
{
this.downloadService = downloadService;
this.trackedDownloadService = trackedDownloadService;
this.settingsManager = settingsManager;
this.dialogFactory = dialogFactory;
this.notificationService = notificationService;
// Update image when nsfw setting changes
settingsManager.RegisterPropertyChangedHandler(
s => s.ModelBrowserNsfwEnabled,
_ => Dispatcher.UIThread.Post(UpdateImage));
}
private void CheckIfInstalled()
{
if (Design.IsDesignMode)
{
UpdateCardText = "Installed";
ShowUpdateCard = true;
return;
}
if (CivitModel.ModelVersions == null) return;
var installedModels = settingsManager.Settings.InstalledModelHashes;
if (!installedModels.Any()) return;
// check if latest version is installed
var latestVersion = CivitModel.ModelVersions.FirstOrDefault();
if (latestVersion == null) return;
var latestVersionInstalled = latestVersion.Files != null && latestVersion.Files.Any(file =>
file is {Type: CivitFileType.Model, Hashes.BLAKE3: not null} &&
installedModels.Contains(file.Hashes.BLAKE3));
// check if any of the ModelVersion.Files.Hashes.BLAKE3 hashes are in the installedModels list
var anyVersionInstalled = latestVersionInstalled || CivitModel.ModelVersions.Any(version =>
version.Files != null && version.Files.Any(file =>
file is {Type: CivitFileType.Model, Hashes.BLAKE3: not null} &&
installedModels.Contains(file.Hashes.BLAKE3)));
UpdateCardText = latestVersionInstalled ? "Installed" :
anyVersionInstalled ? "Update Available" : string.Empty;
ShowUpdateCard = anyVersionInstalled;
}
// Choose and load image based on nsfw setting
private void UpdateImage()
{
var nsfwEnabled = settingsManager.Settings.ModelBrowserNsfwEnabled;
var version = CivitModel.ModelVersions?.FirstOrDefault();
var images = version?.Images;
// Try to find a valid image
var image = images?.FirstOrDefault(image => nsfwEnabled || image.Nsfw == "None");
if (image != null)
{
// var imageStream = await downloadService.GetImageStreamFromUrl(image.Url);
// Dispatcher.UIThread.Post(() => { CardImage = new Bitmap(imageStream); });
CardImage = new Uri(image.Url);
return;
}
// If no valid image found, use no image
CardImage = Assets.NoImage;
// var assetStream = AssetLoader.Open(new Uri("avares://StabilityMatrix.Avalonia/Assets/noimage.png"));
// Otherwise Default image
// Dispatcher.UIThread.Post(() => { CardImage = new Bitmap(assetStream); });
}
[RelayCommand]
private void OpenModel()
{
ProcessRunner.OpenUrl($"https://civitai.com/models/{CivitModel.Id}");
}
[RelayCommand]
private async Task Import(CivitModel model)
{
await DoImport(model);
CheckIfInstalled();
}
[RelayCommand]
private async Task ShowVersionDialog(CivitModel model)
{
var versions = model.ModelVersions;
if (versions is null || versions.Count == 0)
{
notificationService.Show(new Notification("Model has no versions available",
"This model has no versions available for download", NotificationType.Warning));
return;
}
var dialog = new BetterContentDialog
{
Title = model.Name,
IsPrimaryButtonEnabled = false,
IsSecondaryButtonEnabled = false,
IsFooterVisible = false,
MaxDialogWidth = 750,
};
var viewModel = dialogFactory.Get<SelectModelVersionViewModel>();
viewModel.Dialog = dialog;
viewModel.Versions = versions.Select(version =>
new ModelVersionViewModel(
settingsManager.Settings.InstalledModelHashes ?? new HashSet<string>(), version))
.ToImmutableArray();
viewModel.SelectedVersionViewModel = viewModel.Versions[0];
dialog.Content = new SelectModelVersionDialog
{
DataContext = viewModel
};
var result = await dialog.ShowAsync();
if (result != ContentDialogResult.Primary)
{
return;
}
var selectedVersion = viewModel?.SelectedVersionViewModel?.ModelVersion;
var selectedFile = viewModel?.SelectedFile?.CivitFile;
await Task.Delay(100);
await DoImport(model, selectedVersion, selectedFile);
}
private static async Task<FilePath> SaveCmInfo(
CivitModel model,
CivitModelVersion modelVersion,
CivitFile modelFile,
DirectoryPath downloadDirectory)
{
var modelFileName = Path.GetFileNameWithoutExtension(modelFile.Name);
var modelInfo =
new ConnectedModelInfo(model, modelVersion, modelFile, DateTime.UtcNow);
await modelInfo.SaveJsonToDirectory(downloadDirectory, modelFileName);
var jsonName = $"{modelFileName}.cm-info.json";
return downloadDirectory.JoinFile(jsonName);
}
/// <summary>
/// Saves the preview image to the same directory as the model file
/// </summary>
/// <param name="modelVersion"></param>
/// <param name="modelFilePath"></param>
/// <returns>The file path of the saved preview image</returns>
private async Task<FilePath?> SavePreviewImage(CivitModelVersion modelVersion, FilePath modelFilePath)
{
// Skip if model has no images
if (modelVersion.Images == null || modelVersion.Images.Count == 0)
{
return null;
}
var image = modelVersion.Images[0];
var imageExtension = Path.GetExtension(image.Url).TrimStart('.');
if (imageExtension is "jpg" or "jpeg" or "png")
{
var imageDownloadPath =
modelFilePath.Directory!.JoinFile($"{modelFilePath.Name}.preview.{imageExtension}");
var imageTask =
downloadService.DownloadToFileAsync(image.Url, imageDownloadPath);
await notificationService.TryAsync(imageTask, "Could not download preview image");
return imageDownloadPath;
}
return null;
}
private async Task DoImport(CivitModel model, CivitModelVersion? selectedVersion = null,
CivitFile? selectedFile = null)
{
IsImporting = true;
Text = "Downloading...";
OnDownloadStart?.Invoke(this);
// Get latest version
var modelVersion = selectedVersion ?? model.ModelVersions?.FirstOrDefault();
if (modelVersion is null)
{
notificationService.Show(new Notification("Model has no versions available",
"This model has no versions available for download", NotificationType.Warning));
Text = "Unable to Download";
return;
}
// Get latest version file
var modelFile = selectedFile ??
modelVersion.Files?.FirstOrDefault(x => x.Type == CivitFileType.Model);
if (modelFile is null)
{
notificationService.Show(new Notification("Model has no files available",
"This model has no files available for download", NotificationType.Warning));
Text = "Unable to Download";
return;
}
var rootModelsDirectory = new DirectoryPath(settingsManager.ModelsDirectory);
var downloadDirectory =
rootModelsDirectory.JoinDir(model.Type.ConvertTo<SharedFolderType>()
.GetStringValue());
// Folders might be missing if user didn't install any packages yet
downloadDirectory.Create();
var downloadPath = downloadDirectory.JoinFile(modelFile.Name);
// Download model info and preview first
var cmInfoPath = await SaveCmInfo(model, modelVersion, modelFile, downloadDirectory);
var previewImagePath = await SavePreviewImage(modelVersion, downloadPath);
// Create tracked download
var download = trackedDownloadService.NewDownload(modelFile.DownloadUrl, downloadPath);
// Add hash info
download.ExpectedHashSha256 = modelFile.Hashes.SHA256;
// Add files to cleanup list
download.ExtraCleanupFileNames.Add(cmInfoPath);
if (previewImagePath is not null)
{
download.ExtraCleanupFileNames.Add(previewImagePath);
}
// Attach for progress updates
download.ProgressUpdate += (s, e) =>
{
Value = e.Percentage;
if (e.Type == ProgressType.Hashing)
{
Text = $"Validating... {e.Percentage}%";
}
else
{
Text = $"Downloading... {e.Percentage}%";
}
};
download.ProgressStateChanged += (s, e) =>
{
if (e == ProgressState.Success)
{
Text = "Import Complete";
IsIndeterminate = false;
Value = 100;
CheckIfInstalled();
DelayedClearProgress(TimeSpan.FromMilliseconds(800));
}
else if (e == ProgressState.Cancelled)
{
Text = "Cancelled";
DelayedClearProgress(TimeSpan.FromMilliseconds(500));
}
else if (e == ProgressState.Failed)
{
Text = "Download Failed";
DelayedClearProgress(TimeSpan.FromMilliseconds(800));
}
};
// Add hash context action
download.ContextAction = CivitPostDownloadContextAction.FromCivitFile(modelFile);
download.Start();
}
private void DelayedClearProgress(TimeSpan delay)
{
Task.Delay(delay).ContinueWith(_ =>
{
Text = string.Empty;
Value = 0;
IsImporting = false;
});
}
}