Multi-Platform Package Manager for Stable Diffusion
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using System;
using System.Collections.Generic;
using System.ComponentModel;
using System.Linq;
using System.Threading.Tasks;
using AsyncAwaitBestPractices;
using Avalonia.Controls.Notifications;
using CommunityToolkit.Mvvm.ComponentModel;
using CommunityToolkit.Mvvm.Input;
using DynamicData;
using DynamicData.Binding;
using FluentAvalonia.UI.Controls;
using Refit;
using StabilityMatrix.Avalonia.Controls;
using StabilityMatrix.Avalonia.Models;
using StabilityMatrix.Avalonia.Services;
using StabilityMatrix.Avalonia.ViewModels.Base;
using StabilityMatrix.Avalonia.ViewModels.Dialogs;
using StabilityMatrix.Avalonia.Views;
using StabilityMatrix.Core.Api;
using StabilityMatrix.Core.Attributes;
using StabilityMatrix.Core.Helper;
using StabilityMatrix.Core.Helper.Factory;
using StabilityMatrix.Core.Models.Api.OpenArt;
using StabilityMatrix.Core.Models.PackageModification;
using StabilityMatrix.Core.Models.Packages.Extensions;
using StabilityMatrix.Core.Processes;
using StabilityMatrix.Core.Services;
using Resources = StabilityMatrix.Avalonia.Languages.Resources;
namespace StabilityMatrix.Avalonia.ViewModels;
[View(typeof(OpenArtBrowserPage))]
[Singleton]
public partial class OpenArtBrowserViewModel(
IOpenArtApi openArtApi,
INotificationService notificationService,
ISettingsManager settingsManager,
IPackageFactory packageFactory
) : TabViewModelBase, IInfinitelyScroll
{
private const int PageSize = 20;
public override string Header => Resources.Label_OpenArtBrowser;
private readonly SourceCache<OpenArtSearchResult, string> searchResultsCache = new(x => x.Id);
[ObservableProperty]
[NotifyPropertyChangedFor(nameof(PageCount), nameof(CanGoBack), nameof(CanGoForward), nameof(CanGoToEnd))]
private OpenArtSearchResponse? latestSearchResponse;
[ObservableProperty]
private IObservableCollection<OpenArtSearchResult> searchResults =
new ObservableCollectionExtended<OpenArtSearchResult>();
[ObservableProperty]
private string searchQuery = string.Empty;
[ObservableProperty]
private bool isLoading;
[ObservableProperty]
[NotifyPropertyChangedFor(nameof(InternalPageNumber), nameof(CanGoBack))]
private int displayedPageNumber = 1;
public int InternalPageNumber => DisplayedPageNumber - 1;
public int PageCount =>
Math.Max(
1,
Convert.ToInt32(Math.Ceiling((LatestSearchResponse?.Total ?? 0) / Convert.ToDouble(PageSize)))
);
public bool CanGoBack =>
string.IsNullOrWhiteSpace(LatestSearchResponse?.NextCursor) && InternalPageNumber > 0;
public bool CanGoForward =>
!string.IsNullOrWhiteSpace(LatestSearchResponse?.NextCursor) || PageCount > InternalPageNumber + 1;
public bool CanGoToEnd =>
string.IsNullOrWhiteSpace(LatestSearchResponse?.NextCursor) && PageCount > InternalPageNumber + 1;
public IEnumerable<string> AllSortModes => ["Trending", "Latest", "Most Downloaded", "Most Liked"];
[ObservableProperty]
private string? selectedSortMode;
protected override void OnInitialLoaded()
{
searchResultsCache.Connect().DeferUntilLoaded().Bind(SearchResults).Subscribe();
SelectedSortMode = AllSortModes.First();
}
[RelayCommand]
private async Task FirstPage()
{
DisplayedPageNumber = 1;
searchResultsCache.Clear();
await DoSearch();
}
[RelayCommand]
private async Task PreviousPage()
{
DisplayedPageNumber--;
searchResultsCache.Clear();
await DoSearch(InternalPageNumber);
}
[RelayCommand]
private async Task NextPage()
{
if (string.IsNullOrWhiteSpace(LatestSearchResponse?.NextCursor))
{
DisplayedPageNumber++;
}
searchResultsCache.Clear();
await DoSearch(InternalPageNumber);
}
[RelayCommand]
private async Task LastPage()
{
if (string.IsNullOrWhiteSpace(LatestSearchResponse?.NextCursor))
{
DisplayedPageNumber = PageCount;
}
searchResultsCache.Clear();
await DoSearch(PageCount - 1);
}
[Localizable(false)]
[RelayCommand]
private void OpenModel(OpenArtSearchResult workflow)
{
ProcessRunner.OpenUrl($"https://openart.ai/workflows/{workflow.Id}");
}
[RelayCommand]
private async Task SearchButton()
{
DisplayedPageNumber = 1;
LatestSearchResponse = null;
searchResultsCache.Clear();
await DoSearch();
}
[RelayCommand]
private async Task OpenWorkflow(OpenArtSearchResult workflow)
{
var existingComfy = settingsManager.Settings.InstalledPackages.FirstOrDefault(
x => x.PackageName is "ComfyUI"
);
var comfyPair = packageFactory.GetPackagePair(existingComfy);
var vm = new OpenArtWorkflowViewModel { Workflow = workflow, InstalledComfy = comfyPair };
var dialog = new BetterContentDialog
{
IsPrimaryButtonEnabled = true,
IsSecondaryButtonEnabled = true,
PrimaryButtonText = Resources.Action_Import,
SecondaryButtonText = Resources.Action_Cancel,
DefaultButton = ContentDialogButton.Primary,
IsFooterVisible = true,
MaxDialogWidth = 750,
MaxDialogHeight = 850,
CloseOnClickOutside = true,
Content = vm
};
var result = await dialog.ShowAsync();
if (result != ContentDialogResult.Primary)
return;
if (existingComfy == null || comfyPair == null)
{
notificationService.Show(
Resources.Label_ComfyRequiredTitle,
"ComfyUI is required to import workflows from OpenArt"
);
return;
}
var extensionManager = comfyPair.BasePackage.ExtensionManager!;
var extensions = (
await extensionManager.GetManifestExtensionsAsync(
extensionManager.GetManifests(comfyPair.InstalledPackage)
)
).ToList();
var steps = vm.CustomNodes.Where(x => x.IsInstalled is false)
.Select(node => extensions.FirstOrDefault(x => x.Title == node.Title))
.OfType<PackageExtension>()
.Select(
extension => new InstallExtensionStep(extensionManager, comfyPair.InstalledPackage, extension)
)
.Cast<IPackageStep>()
.ToList();
steps.Add(new DownloadOpenArtWorkflowStep(openArtApi, vm.Workflow, settingsManager));
var runner = new PackageModificationRunner
{
ShowDialogOnStart = true,
ModificationCompleteTitle = "Workflow Imported",
ModificationCompleteMessage = "Finished importing workflow and custom nodes"
};
EventManager.Instance.OnPackageInstallProgressAdded(runner);
await runner.ExecuteSteps(steps);
notificationService.Show(
"Workflow Imported",
"The workflow and custom nodes have been imported.",
NotificationType.Success
);
}
private async Task DoSearch(int page = 0)
{
IsLoading = true;
try
{
OpenArtSearchResponse? response = null;
if (string.IsNullOrWhiteSpace(SearchQuery))
{
var request = new OpenArtFeedRequest { Sort = GetSortMode(SelectedSortMode) };
if (!string.IsNullOrWhiteSpace(LatestSearchResponse?.NextCursor))
{
request.Cursor = LatestSearchResponse.NextCursor;
}
response = await openArtApi.GetFeedAsync(request);
}
else
{
response = await openArtApi.SearchAsync(
new OpenArtSearchRequest
{
Keyword = SearchQuery,
PageSize = PageSize,
CurrentPage = page
}
);
}
foreach (var item in response.Items)
{
searchResultsCache.AddOrUpdate(item);
}
LatestSearchResponse = response;
}
catch (ApiException e)
{
notificationService.Show("Error retrieving workflows", e.Message);
}
finally
{
IsLoading = false;
}
}
partial void OnSelectedSortModeChanged(string? value)
{
if (value is null || SearchResults.Count == 0)
return;
searchResultsCache.Clear();
LatestSearchResponse = null;
DoSearch().SafeFireAndForget();
}
public async Task LoadNextPageAsync()
{
if (!CanGoForward)
return;
try
{
OpenArtSearchResponse? response = null;
if (string.IsNullOrWhiteSpace(SearchQuery))
{
var request = new OpenArtFeedRequest { Sort = GetSortMode(SelectedSortMode) };
if (!string.IsNullOrWhiteSpace(LatestSearchResponse?.NextCursor))
{
request.Cursor = LatestSearchResponse.NextCursor;
}
response = await openArtApi.GetFeedAsync(request);
}
else
{
DisplayedPageNumber++;
response = await openArtApi.SearchAsync(
new OpenArtSearchRequest
{
Keyword = SearchQuery,
PageSize = PageSize,
CurrentPage = InternalPageNumber
}
);
}
foreach (var item in response.Items)
{
searchResultsCache.AddOrUpdate(item);
}
LatestSearchResponse = response;
}
catch (ApiException e)
{
notificationService.Show("Unable to load the next page", e.Message);
}
}
private static string GetSortMode(string? sortMode)
{
return sortMode switch
{
"Trending" => "trending",
"Latest" => "latest",
"Most Downloaded" => "most_downloaded",
"Most Liked" => "most_liked",
_ => "trending"
};
}
}