Merge branch 'main' into inference

StabilityMatrix.Avalonia/ViewModels/CheckpointBrowserViewModel.cs

@@ -51,40 +51,84 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
     private readonly ILiteDbContext liteDbContext;
     private readonly INotificationService notificationService;
     private const int MaxModelsPerPage = 14;
-    private LRUCache<int /* model id */, CheckpointBrowserCardViewModel> cache = new(50);
+    private LRUCache<
-
+        int /* model id */
-    [ObservableProperty] private ObservableCollection<CheckpointBrowserCardViewModel>? modelCards;
+        ,
-    [ObservableProperty] private DataGridCollectionView? modelCardsView;
+        CheckpointBrowserCardViewModel
-
+    > cache = new(50);
-    [ObservableProperty] private string searchQuery = string.Empty;
+
-    [ObservableProperty] private bool showNsfw;
+    [ObservableProperty]
-    [ObservableProperty] private bool showMainLoadingSpinner;
+    private ObservableCollection<CheckpointBrowserCardViewModel>? modelCards;
-    [ObservableProperty] private CivitPeriod selectedPeriod = CivitPeriod.Month;
+
-    [ObservableProperty] private CivitSortMode sortMode = CivitSortMode.HighestRated;
+    [ObservableProperty]
-    [ObservableProperty] private CivitModelType selectedModelType = CivitModelType.Checkpoint;
+    private DataGridCollectionView? modelCardsView;
-    [ObservableProperty] private int currentPageNumber;
+
-    [ObservableProperty] private int totalPages;
+    [ObservableProperty]
-    [ObservableProperty] private bool hasSearched;
+    private string searchQuery = string.Empty;
-    [ObservableProperty] private bool canGoToNextPage;
+
-    [ObservableProperty] private bool canGoToPreviousPage;
+    [ObservableProperty]
-    [ObservableProperty] private bool canGoToFirstPage;
+    private bool showNsfw;
-    [ObservableProperty] private bool canGoToLastPage;
+
-    [ObservableProperty] private bool isIndeterminate;
+    [ObservableProperty]
-    [ObservableProperty] private bool noResultsFound;
+    private bool showMainLoadingSpinner;
-    [ObservableProperty] private string noResultsText = string.Empty;
+
-    [ObservableProperty] private string selectedBaseModelType = "All";
+    [ObservableProperty]
+    private CivitPeriod selectedPeriod = CivitPeriod.Month;
+
+    [ObservableProperty]
+    private CivitSortMode sortMode = CivitSortMode.HighestRated;
+
+    [ObservableProperty]
+    private CivitModelType selectedModelType = CivitModelType.Checkpoint;
+
+    [ObservableProperty]
+    private int currentPageNumber;
+
+    [ObservableProperty]
+    private int totalPages;
+
+    [ObservableProperty]
+    private bool hasSearched;
+
+    [ObservableProperty]
+    private bool canGoToNextPage;
+
+    [ObservableProperty]
+    private bool canGoToPreviousPage;
+
+    [ObservableProperty]
+    private bool canGoToFirstPage;
+
+    [ObservableProperty]
+    private bool canGoToLastPage;
+
+    [ObservableProperty]
+    private bool isIndeterminate;
+
+    [ObservableProperty]
+    private bool noResultsFound;
+
+    [ObservableProperty]
+    private string noResultsText = string.Empty;
+
+    [ObservableProperty]
+    private string selectedBaseModelType = "All";
 
     private List<CheckpointBrowserCardViewModel> allModelCards = new();
 
-    public IEnumerable<CivitPeriod> AllCivitPeriods => Enum.GetValues(typeof(CivitPeriod)).Cast<CivitPeriod>();
+    public IEnumerable<CivitPeriod> AllCivitPeriods =>
-    public IEnumerable<CivitSortMode> AllSortModes => Enum.GetValues(typeof(CivitSortMode)).Cast<CivitSortMode>();
+        Enum.GetValues(typeof(CivitPeriod)).Cast<CivitPeriod>();
+    public IEnumerable<CivitSortMode> AllSortModes =>
+        Enum.GetValues(typeof(CivitSortMode)).Cast<CivitSortMode>();
 
-    public IEnumerable<CivitModelType> AllModelTypes => Enum.GetValues(typeof(CivitModelType))
+    public IEnumerable<CivitModelType> AllModelTypes =>
+        Enum.GetValues(typeof(CivitModelType))
             .Cast<CivitModelType>()
             .Where(t => t == CivitModelType.All || t.ConvertTo<SharedFolderType>() > 0)
             .OrderBy(t => t.ToString());
 
-    public List<string> BaseModelOptions => new() {"All", "SD 1.5", "SD 2.1", "SDXL 0.9", "SDXL 1.0"};
+    public List<string> BaseModelOptions =>
+        new() { "All", "SD 1.5", "SD 2.1", "SDXL 0.9", "SDXL 1.0" };
 
     public CheckpointBrowserViewModel(
         ICivitApi civitApi,
@@ -92,7 +136,8 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
         ISettingsManager settingsManager,
         ServiceManager<ViewModelBase> dialogFactory,
         ILiteDbContext liteDbContext,
-        INotificationService notificationService)
+        INotificationService notificationService
+    )
     {
         this.civitApi = civitApi;
         this.downloadService = downloadService;
@@ -117,15 +162,23 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
 
     public override void OnLoaded()
     {
-        if (Design.IsDesignMode) return;
+        if (Design.IsDesignMode)
+            return;
 
         var searchOptions = settingsManager.Settings.ModelSearchOptions;
 
         // Fix SelectedModelType if someone had selected the obsolete "Model" option
-        if (searchOptions is {SelectedModelType: CivitModelType.Model})
+        if (searchOptions is { SelectedModelType: CivitModelType.Model })
-        {
+        {
-            settingsManager.Transaction(s => s.ModelSearchOptions = new ModelSearchOptions(
+            settingsManager.Transaction(
-                SelectedPeriod, SortMode, CivitModelType.Checkpoint, SelectedBaseModelType));
+                s =>
+                    s.ModelSearchOptions = new ModelSearchOptions(
+                        SelectedPeriod,
+                        SortMode,
+                        CivitModelType.Checkpoint,
+                        SelectedBaseModelType
+                    )
+            );
             searchOptions = settingsManager.Settings.ModelSearchOptions;
         }
 
@@ -136,8 +189,11 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
 
         ShowNsfw = settingsManager.Settings.ModelBrowserNsfwEnabled;
 
-        settingsManager.RelayPropertyFor(this, model => model.ShowNsfw,
+        settingsManager.RelayPropertyFor(
-            settings => settings.ModelBrowserNsfwEnabled);
+            this,
+            model => model.ShowNsfw,
+            settings => settings.ModelBrowserNsfwEnabled
+        );
     }
 
     /// <summary>
@@ -145,7 +201,8 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
     /// </summary>
     private bool FilterModelCardsPredicate(object? item)
     {
-        if (item is not CheckpointBrowserCardViewModel card) return false;
+        if (item is not CheckpointBrowserCardViewModel card)
+            return false;
         return !card.CivitModel.Nsfw || ShowNsfw;
     }
 
@@ -162,38 +219,52 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
             var models = modelsResponse.Items;
             if (models is null)
             {
-                Logger.Debug("CivitAI Query {Text} returned no results (in {Elapsed:F1} s)",
+                Logger.Debug(
-                    queryText, timer.Elapsed.TotalSeconds);
+                    "CivitAI Query {Text} returned no results (in {Elapsed:F1} s)",
+                    queryText,
+                    timer.Elapsed.TotalSeconds
+                );
                 return;
             }
 
-            Logger.Debug("CivitAI Query {Text} returned {Results} results (in {Elapsed:F1} s)",
+            Logger.Debug(
-                queryText, models.Count, timer.Elapsed.TotalSeconds);
+                "CivitAI Query {Text} returned {Results} results (in {Elapsed:F1} s)",
+                queryText,
+                models.Count,
+                timer.Elapsed.TotalSeconds
+            );
 
             var unknown = models.Where(m => m.Type == CivitModelType.Unknown).ToList();
             if (unknown.Any())
             {
                 var names = unknown.Select(m => m.Name).ToList();
-                Logger.Warn("Excluded {Unknown} unknown model types: {Models}", unknown.Count,
+                Logger.Warn(
-                    names);
+                    "Excluded {Unknown} unknown model types: {Models}",
+                    unknown.Count,
+                    names
+                );
             }
 
             // Filter out unknown model types and archived/taken-down models
-            models = models.Where(m => m.Type.ConvertTo<SharedFolderType>() > 0)
+            models = models
-                .Where(m => m.Mode == null).ToList();
+                .Where(m => m.Type.ConvertTo<SharedFolderType>() > 0)
+                .Where(m => m.Mode == null)
+                .ToList();
 
             // Database update calls will invoke `OnModelsUpdated`
             // Add to database
             await liteDbContext.UpsertCivitModelAsync(models);
             // Add as cache entry
-            var cacheNew = await liteDbContext.UpsertCivitModelQueryCacheEntryAsync(new()
+            var cacheNew = await liteDbContext.UpsertCivitModelQueryCacheEntryAsync(
+                new()
                 {
                     Id = ObjectHash.GetMd5Guid(request),
                     InsertedAt = DateTimeOffset.UtcNow,
                     Request = request,
                     Items = models,
                     Metadata = modelsResponse.Metadata
-            });
+                }
+            );
 
             if (cacheNew)
             {
@@ -207,26 +278,42 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
         }
         catch (OperationCanceledException)
         {
-            notificationService.Show(new Notification("Request to CivitAI timed out",
+            notificationService.Show(
-                "Please try again in a few minutes"));
+                new Notification(
+                    "Request to CivitAI timed out",
+                    "Please try again in a few minutes"
+                )
+            );
             Logger.Warn($"CivitAI query timed out ({request})");
         }
         catch (HttpRequestException e)
         {
-            notificationService.Show(new Notification("CivitAI can't be reached right now",
+            notificationService.Show(
-                "Please try again in a few minutes"));
+                new Notification(
+                    "CivitAI can't be reached right now",
+                    "Please try again in a few minutes"
+                )
+            );
             Logger.Warn(e, $"CivitAI query HttpRequestException ({request})");
         }
         catch (ApiException e)
         {
-            notificationService.Show(new Notification("CivitAI can't be reached right now",
+            notificationService.Show(
-                "Please try again in a few minutes"));
+                new Notification(
+                    "CivitAI can't be reached right now",
+                    "Please try again in a few minutes"
+                )
+            );
             Logger.Warn(e, $"CivitAI query ApiException ({request})");
         }
         catch (Exception e)
         {
-            notificationService.Show(new Notification("CivitAI can't be reached right now",
+            notificationService.Show(
-                $"Unknown exception during CivitAI query: {e.GetType().Name}"));
+                new Notification(
+                    "CivitAI can't be reached right now",
+                    $"Unknown exception during CivitAI query: {e.GetType().Name}"
+                )
+            );
             Logger.Error(e, $"CivitAI query unknown exception ({request})");
         }
         finally
@@ -266,7 +353,8 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
                         vm.CivitModel = model;
                         vm.OnDownloadStart = viewModel =>
                         {
-                            if (cache.Get(viewModel.CivitModel.Id) != null) return;
+                            if (cache.Get(viewModel.CivitModel.Id) != null)
+                                return;
                             cache.Add(viewModel.CivitModel.Id, viewModel);
                         };
 
@@ -274,18 +362,20 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
                     });
 
                     return newCard;
-                }).ToList();
+                })
+                .ToList();
 
             allModelCards = updateCards;
 
             var filteredCards = updateCards.Where(FilterModelCardsPredicate);
             if (SortMode == CivitSortMode.Installed)
             {
-                filteredCards =
+                filteredCards = filteredCards.OrderByDescending(
-                    filteredCards.OrderByDescending(x => x.UpdateCardText == "Update Available");
+                    x => x.UpdateCardText == "Update Available"
+                );
             }
 
-            ModelCards =new ObservableCollection<CheckpointBrowserCardViewModel>(filteredCards);
+            ModelCards = new ObservableCollection<CheckpointBrowserCardViewModel>(filteredCards);
         }
         TotalPages = metadata?.TotalPages ?? 1;
         CanGoToFirstPage = CurrentPageNumber != 1;
@@ -337,7 +427,7 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
 
         if (SelectedModelType != CivitModelType.All)
         {
-            modelRequest.Types = new[] {SelectedModelType};
+            modelRequest.Types = new[] { SelectedModelType };
         }
 
         if (SelectedBaseModelType != "All")
@@ -347,8 +437,8 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
 
         if (SortMode == CivitSortMode.Installed)
         {
-            var connectedModels =
+            var connectedModels = CheckpointFile
-                CheckpointFile.GetAllCheckpointFiles(settingsManager.ModelsDirectory)
+                .GetAllCheckpointFiles(settingsManager.ModelsDirectory)
                 .Where(c => c.IsConnectedModel);
 
             if (SelectedModelType != CivitModelType.All)
@@ -358,10 +448,16 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
 
             modelRequest = new CivitModelsRequest
             {
-                CommaSeparatedModelIds = string.Join(",",
+                CommaSeparatedModelIds = string.Join(
-                    connectedModels.Select(c => c.ConnectedModel!.ModelId).GroupBy(m => m)
+                    ",",
-                        .Select(g => g.First())),
+                    connectedModels
-                Types = SelectedModelType == CivitModelType.All ? null : new[] {SelectedModelType}
+                        .Select(c => c.ConnectedModel!.ModelId)
+                        .GroupBy(m => m)
+                        .Select(g => g.First())
+                ),
+                Types =
+                    SelectedModelType == CivitModelType.All ? null : new[] { SelectedModelType },
+                Page = CurrentPageNumber,
             };
         }
 
@@ -374,8 +470,12 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
         if (cachedQuery is not null)
         {
             var elapsed = timer.Elapsed;
-            Logger.Debug("Using cached query for {Text} [{RequestHash}] (in {Elapsed:F1} s)", 
+            Logger.Debug(
-                SearchQuery, modelRequest.GetHashCode(), elapsed.TotalSeconds);
+                "Using cached query for {Text} [{RequestHash}] (in {Elapsed:F1} s)",
+                SearchQuery,
+                modelRequest.GetHashCode(),
+                elapsed.TotalSeconds
+            );
             UpdateModelCards(cachedQuery.Items, cachedQuery.Metadata);
 
             // Start remote query (background mode)
@@ -386,7 +486,8 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
                 CivitModelQuery(modelRequest).SafeFireAndForget();
                 Logger.Debug(
                     "Cached query was more than 2 minutes ago ({Seconds:F0} s), updating cache with remote query",
-                    timeSinceCache.Value.TotalSeconds);
+                    timeSinceCache.Value.TotalSeconds
+                );
             }
         }
         else
@@ -429,11 +530,11 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
     {
         settingsManager.Transaction(s => s.ModelBrowserNsfwEnabled, value);
         // ModelCardsView?.Refresh();
-        var updateCards = allModelCards
+        var updateCards = allModelCards.Where(FilterModelCardsPredicate);
-            .Where(FilterModelCardsPredicate);
         ModelCards = new ObservableCollection<CheckpointBrowserCardViewModel>(updateCards);
 
-        if (!HasSearched) return;
+        if (!HasSearched)
+            return;
 
         UpdateResultsText();
     }
@@ -441,34 +542,63 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
     partial void OnSelectedPeriodChanged(CivitPeriod value)
     {
         TrySearchAgain().SafeFireAndForget();
-        settingsManager.Transaction(s => s.ModelSearchOptions = new ModelSearchOptions(
+        settingsManager.Transaction(
-                value, SortMode, SelectedModelType, SelectedBaseModelType));
+            s =>
+                s.ModelSearchOptions = new ModelSearchOptions(
+                    value,
+                    SortMode,
+                    SelectedModelType,
+                    SelectedBaseModelType
+                )
+        );
     }
 
     partial void OnSortModeChanged(CivitSortMode value)
     {
         TrySearchAgain().SafeFireAndForget();
-        settingsManager.Transaction(s => s.ModelSearchOptions = new ModelSearchOptions(
+        settingsManager.Transaction(
-                SelectedPeriod, value, SelectedModelType, SelectedBaseModelType));
+            s =>
+                s.ModelSearchOptions = new ModelSearchOptions(
+                    SelectedPeriod,
+                    value,
+                    SelectedModelType,
+                    SelectedBaseModelType
+                )
+        );
     }
 
     partial void OnSelectedModelTypeChanged(CivitModelType value)
     {
         TrySearchAgain().SafeFireAndForget();
-        settingsManager.Transaction(s => s.ModelSearchOptions = new ModelSearchOptions(
+        settingsManager.Transaction(
-            SelectedPeriod, SortMode, value, SelectedBaseModelType));
+            s =>
+                s.ModelSearchOptions = new ModelSearchOptions(
+                    SelectedPeriod,
+                    SortMode,
+                    value,
+                    SelectedBaseModelType
+                )
+        );
     }
 
     partial void OnSelectedBaseModelTypeChanged(string value)
     {
         TrySearchAgain().SafeFireAndForget();
-        settingsManager.Transaction(s => s.ModelSearchOptions = new ModelSearchOptions(
+        settingsManager.Transaction(
-            SelectedPeriod, SortMode, SelectedModelType, value));
+            s =>
+                s.ModelSearchOptions = new ModelSearchOptions(
+                    SelectedPeriod,
+                    SortMode,
+                    SelectedModelType,
+                    value
+                )
+        );
     }
 
     private async Task TrySearchAgain(bool shouldUpdatePageNumber = true)
     {
-        if (!HasSearched) return;
+        if (!HasSearched)
+            return;
         ModelCards?.Clear();
 
         if (shouldUpdatePageNumber)
@@ -483,11 +613,13 @@ public partial class CheckpointBrowserViewModel : PageViewModelBase
     private void UpdateResultsText()
     {
         NoResultsFound = ModelCards?.Count <= 0;
-        NoResultsText = allModelCards.Count > 0
+        NoResultsText =
+            allModelCards.Count > 0
                 ? $"{allModelCards.Count} results hidden by filters"
                 : "No results found";
     }
 
     public override string Title => "Model Browser";
-    public override IconSource IconSource => new SymbolIconSource { Symbol = Symbol.BrainCircuit, IsFilled = true };
+    public override IconSource IconSource =>
+        new SymbolIconSource { Symbol = Symbol.BrainCircuit, IsFilled = true };
 }