优化

internal/handler/media.go

@@ -45,6 +45,16 @@ func listLibrariesHandler(svc *service.Container) gin.HandlerFunc {
 			}
 			libs = filtered
 		}
+		withPreview := c.Query("with_preview") == "1" || c.Query("with_preview") == "true"
+		if withPreview {
+			previews, err := svc.Media.ListLibrariesWithPreview(c.Request.Context(), libs, mediaVisibilityForRequest(c, svc), 10)
+			if err != nil {
+				c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+				return
+			}
+			c.JSON(http.StatusOK, previews)
+			return
+		}
 		c.JSON(http.StatusOK, libs)
 	}
 }

internal/repository/media_repository.go

@@ -114,6 +114,35 @@ func (r *MediaRepository) ListByLibrariesFiltered(ctx context.Context, libraryID
 	return items, total, err
 }
 
+type libraryCountRow struct {
+	LibraryID string `gorm:"column:library_id"`
+	Total     int64  `gorm:"column:total"`
+}
+
+// CountByLibraries returns a map of library_id -> total media count for the given library IDs.
+func (r *MediaRepository) CountByLibraries(ctx context.Context, libraryIDs []string, filter MediaQueryFilter) (map[string]int64, error) {
+	out := make(map[string]int64, len(libraryIDs))
+	if len(libraryIDs) == 0 {
+		return out, nil
+	}
+	var rows []libraryCountRow
+	q := r.db.WithContext(ctx).Model(&model.Media{}).
+		Select("library_id, count(*) as total")
+	if len(libraryIDs) == 1 {
+		q = q.Where("library_id = ?", libraryIDs[0])
+	} else {
+		q = q.Where("library_id IN ?", libraryIDs)
+	}
+	q = applyMediaQueryFilter(q, filter)
+	if err := q.Group("library_id").Scan(&rows).Error; err != nil {
+		return nil, err
+	}
+	for _, row := range rows {
+		out[row.LibraryID] = row.Total
+	}
+	return out, nil
+}
+
 // DeleteByLibrary purges all media tied to a library.
 func (r *MediaRepository) DeleteByLibrary(ctx context.Context, libraryID string) error {
 	// FTS 行由 media 表上的触发器同步清理（物理删除触发 FTS 清理）。

internal/service/media_library.go

@@ -4,14 +4,81 @@ import (
 	"context"
 
 	"github.com/ShukeBta/MMTL/internal/model"
+	"github.com/ShukeBta/MMTL/internal/repository"
 	"gorm.io/gorm"
 )
 
+type LibraryPreviewItem struct {
+	model.Library
+	Total int64        `json:"total"`
+	Cards []SeriesCard `json:"cards"`
+}
+
 // ListLibraries returns every library configured on the server.
 func (s *MediaService) ListLibraries(ctx context.Context) ([]model.Library, error) {
 	return s.repo.Library.List(ctx)
 }
 
+// ListLibrariesWithPreview returns libraries populated with item counts and latest preview cards.
+func (s *MediaService) ListLibrariesWithPreview(ctx context.Context, libraries []model.Library, visibility MediaVisibility, cardLimit int) ([]LibraryPreviewItem, error) {
+	if cardLimit <= 0 {
+		cardLimit = 10
+	}
+	out := make([]LibraryPreviewItem, len(libraries))
+	if len(libraries) == 0 {
+		return out, nil
+	}
+
+	libIDs := make([]string, 0, len(libraries))
+	for i, lib := range libraries {
+		out[i] = LibraryPreviewItem{
+			Library: lib,
+			Total:   0,
+			Cards:   []SeriesCard{},
+		}
+		libIDs = append(libIDs, lib.ID)
+	}
+
+	visibility = ExpandMediaVisibilityForMergedCloudLibraries(ctx, s.repo, visibility)
+	filter := repository.MediaQueryFilter{
+		IncludeNSFW:       visibility.IncludeNSFW,
+		AllowedLibraryIDs: visibility.AllowedLibraryIDs,
+		HiddenLibraryIDs:  visibility.HiddenLibraryIDs,
+	}
+
+	counts, err := s.repo.Media.CountByLibraries(ctx, libIDs, filter)
+	if err != nil {
+		return nil, err
+	}
+
+	for i := range out {
+		if total, ok := counts[out[i].ID]; ok {
+			out[i].Total = total
+		}
+	}
+
+	for i := range out {
+		if out[i].Total == 0 {
+			continue
+		}
+		items, _, err := s.repo.Media.ListByLibrariesFiltered(ctx, []string{out[i].ID}, 0, 60, filter)
+		if err != nil {
+			continue
+		}
+		s.attachLibraryMetadata(ctx, items)
+		cards := groupMediaSeriesCards(items)
+		if len(cards) > cardLimit {
+			cards = cards[:cardLimit]
+		}
+		if cards == nil {
+			cards = []SeriesCard{}
+		}
+		out[i].Cards = cards
+	}
+
+	return out, nil
+}
+
 // DeleteLibrary removes a library and its media rows. The on-disk files are
 // left untouched.
 func (s *MediaService) DeleteLibrary(ctx context.Context, id string) error {

internal/service/media_library_test.go

@@ -0,0 +1,94 @@
+package service
+
+import (
+	"fmt"
+	"testing"
+	"time"
+
+	"go.uber.org/zap"
+
+	"github.com/ShukeBta/MMTL/internal/config"
+	"github.com/ShukeBta/MMTL/internal/model"
+	"github.com/ShukeBta/MMTL/internal/repository"
+)
+
+func TestListLibrariesWithPreview(t *testing.T) {
+	db := newServiceTestDB(t, &model.Library{}, &model.Media{})
+	repos := repository.New(db)
+
+	lib1 := model.Library{Name: "电影", Path: "/media/movies", Type: "movie", Enabled: true}
+	if err := repos.Library.Create(t.Context(), &lib1); err != nil {
+		t.Fatal(err)
+	}
+	lib2 := model.Library{Name: "动漫", Path: "/media/anime", Type: "anime", Enabled: true}
+	if err := repos.Library.Create(t.Context(), &lib2); err != nil {
+		t.Fatal(err)
+	}
+
+	now := time.Date(2026, 7, 2, 12, 0, 0, 0, time.UTC)
+	var rows []model.Media
+
+	// Add 5 movies to lib1
+	for i := 1; i <= 5; i++ {
+		rows = append(rows, model.Media{
+			Base:      model.Base{ID: fmt.Sprintf("movie-%02d", i), CreatedAt: now.Add(time.Duration(i) * time.Hour)},
+			LibraryID: lib1.ID,
+			Title:     fmt.Sprintf("电影%d", i),
+			Path:      fmt.Sprintf("/media/movies/电影%d/movie%d.mp4", i, i),
+			PosterURL: fmt.Sprintf("/api/media/movie-%02d/poster", i),
+		})
+	}
+
+	// Add 12 episodes of 1 anime to lib2
+	for i := 1; i <= 12; i++ {
+		rows = append(rows, model.Media{
+			Base:       model.Base{ID: fmt.Sprintf("anime-ep-%02d", i), CreatedAt: now.Add(time.Duration(i) * time.Minute)},
+			LibraryID:  lib2.ID,
+			Title:      fmt.Sprintf("某动漫 第%d集", i),
+			Path:       fmt.Sprintf("/media/anime/某动漫/Season 01/某动漫.S01E%02d.mp4", i),
+			SeasonNum:  1,
+			EpisodeNum: i,
+			PosterURL:  "/api/media/anime-01/poster",
+		})
+	}
+
+	if err := repos.DB.Create(&rows).Error; err != nil {
+		t.Fatal(err)
+	}
+
+	svc := NewMediaService(&config.Config{}, zap.NewNop(), repos)
+
+	previews, err := svc.ListLibrariesWithPreview(t.Context(), []model.Library{lib1, lib2}, MediaVisibility{IncludeNSFW: true}, 10)
+	if err != nil {
+		t.Fatalf("ListLibrariesWithPreview failed: %v", err)
+	}
+
+	if len(previews) != 2 {
+		t.Fatalf("got %d previews, want 2", len(previews))
+	}
+
+	// Verify lib1 (movies)
+	if previews[0].ID != lib1.ID {
+		t.Errorf("preview[0].ID = %q, want %q", previews[0].ID, lib1.ID)
+	}
+	if previews[0].Total != 5 {
+		t.Errorf("preview[0].Total = %d, want 5", previews[0].Total)
+	}
+	if len(previews[0].Cards) != 5 {
+		t.Errorf("preview[0].Cards count = %d, want 5", len(previews[0].Cards))
+	}
+
+	// Verify lib2 (anime)
+	if previews[1].ID != lib2.ID {
+		t.Errorf("preview[1].ID = %q, want %q", previews[1].ID, lib2.ID)
+	}
+	if previews[1].Total != 12 {
+		t.Errorf("preview[1].Total = %d, want 12", previews[1].Total)
+	}
+	// 12 episodes should be grouped into 1 SeriesCard with Count = 12
+	if len(previews[1].Cards) != 1 {
+		t.Errorf("preview[1].Cards count = %d, want 1", len(previews[1].Cards))
+	} else if previews[1].Cards[0].Count != 12 {
+		t.Errorf("preview[1].Cards[0].Count = %d, want 12", previews[1].Cards[0].Count)
+	}
+}

web/src/api/library.ts

@@ -81,11 +81,19 @@ export interface MediaMetadataUpdate {
   nsfw?: boolean
 }
 
+export interface LibraryWithPreview extends Library {
+  total?: number
+  cards?: SeriesCard[]
+}
+
 export const libraryAPI = {
-  list: (options?: { includeHidden?: boolean }) =>
+  list: (options?: { includeHidden?: boolean; withPreview?: boolean }) =>
     api
-      .get<Library[]>('/libraries', {
-        params: options?.includeHidden ? { include_hidden: 1 } : undefined,
+      .get<LibraryWithPreview[]>('/libraries', {
+        params: {
+          ...(options?.includeHidden ? { include_hidden: 1 } : {}),
+          ...(options?.withPreview ? { with_preview: 1 } : {}),
+        },
       })
       .then((r) => r.data),
 

web/src/pages/LibrariesPage.tsx

@@ -8,7 +8,7 @@ import {
   LibrariesEmptyState,
   LibrariesHeader,
 } from './LibrariesPageSections'
-import { isSeriesLibraryType, latestLibraryCards, type LibraryPreview } from './librariesPageModel'
+import type { LibraryPreview } from './librariesPageModel'
 
 export function LibrariesPage() {
   const [previews, setPreviews] = useState<LibraryPreview[]>([])
@@ -20,24 +20,15 @@ export function LibrariesPage() {
   const loadLibraries = useCallback(async () => {
     setLoading(true)
     try {
-      const libs = await libraryAPI.list()
-      const rows = await Promise.all(libs.map(async (library) => {
-        try {
-          if (isSeriesLibraryType(library.type)) {
-            const [seriesPage, mediaPage] = await Promise.all([
-              libraryAPI.listSeries(library.id, 1, 10),
-              libraryAPI.listMedia(library.id, 1, 1, { groupVersions: false }),
-            ])
-            return { library, items: [], total: mediaPage.total, cards: seriesPage.items ?? [] } satisfies LibraryPreview
-          }
-          const page = await libraryAPI.listMedia(library.id, 1, 160, { groupVersions: false })
-          const cards = latestLibraryCards(page.items)
-          return { library, items: page.items, total: page.total, cards } satisfies LibraryPreview
-        } catch {
-          return { library, items: [], total: 0, cards: [] } satisfies LibraryPreview
-        }
-      }))
-      setPreviews(rows)
+      const libs = await libraryAPI.list({ withPreview: true })
+      setPreviews(
+        libs.map((library) => ({
+          library,
+          items: [],
+          total: library.total ?? 0,
+          cards: library.cards ?? [],
+        })),
+      )
     } finally {
       setLoading(false)
     }

web/src/pages/librariesPageModel.ts

@@ -3,7 +3,7 @@ import { artworkScore, groupSeries, type SeriesCard } from '../utils/groupSeries
 
 export type LibraryPreview = {
   library: Library
-  items: Media[]
+  items?: Media[]
   total: number
   cards: SeriesCard[]
 }