546 lines
15 KiB
Go
546 lines
15 KiB
Go
package feed
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import (
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"context"
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"encoding/json"
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rediscache "feedsystem_video_go/internal/middleware/redis"
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"feedsystem_video_go/internal/video"
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"fmt"
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"log"
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"strconv"
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"sync"
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"time"
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"github.com/patrickmn/go-cache"
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redis "github.com/redis/go-redis/v9"
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"golang.org/x/sync/singleflight"
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)
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type FeedService struct {
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repo *FeedRepository
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likeRepo *video.LikeRepository
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rediscache *rediscache.Client
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localcache *cache.Cache
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cacheTTL time.Duration
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requestGroup singleflight.Group
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}
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type CachedFeedData struct {
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PublicVideos []video.Video `json:"pubilc_videos"`
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}
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func NewFeedService(repo *FeedRepository, likeRepo *video.LikeRepository, rediscache *rediscache.Client) *FeedService {
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return &FeedService{repo: repo, likeRepo: likeRepo, rediscache: rediscache, localcache: cache.New(3*time.Second, 5*time.Second), cacheTTL: 24 * time.Hour}
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}
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func (f *FeedService) GetVideoByIDs(ctx context.Context, videoIDs []uint) ([]*video.Video, error) {
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// GetVideoByIDs 批量获取视频信息
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// 采用 L1(本地缓存) -> L2(Redis) -> L3(MySQL) 三级架构
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if len(videoIDs) == 0 {
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return []*video.Video{}, nil
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}
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videoMap := make(map[uint]*video.Video)
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//L1:本地缓存
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var missedL1 []uint
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for _, id := range videoIDs {
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cacheKey := fmt.Sprintf("video:entity:%d", id)
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if f.localcache != nil {
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if v, found := f.localcache.Get(cacheKey); found {
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if data, ok := v.(video.Video); ok {
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videoMap[id] = &data
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continue
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}
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}
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}
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// 记录未命中的 ID,准备进入下一级缓存
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missedL1 = append(missedL1, id)
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}
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if len(missedL1) == 0 {
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return buildOrderedResult(videoIDs, videoMap), nil
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}
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//L2:redis
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var missedL2 []uint
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if len(missedL1) > 0 {
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cacheKeys := make([]string, len(missedL1))
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for i, id := range missedL1 {
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cacheKeys[i] = fmt.Sprintf("video:entity:%d", id)
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}
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cacheCtx, cancel := context.WithTimeout(ctx, 50*time.Millisecond)
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results, err := f.rediscache.MGet(cacheCtx, cacheKeys...).Result()
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cancel()
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if err == nil {
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for i, res := range results {
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id := missedL1[i]
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if res != nil {
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if str, ok := res.(string); ok {
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var v video.Video
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if err := json.Unmarshal([]byte(str), &v); err == nil {
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videoMap[id] = &v
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// 回写更新 L1 本地缓存
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if f.localcache != nil {
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f.localcache.Set(cacheKeys[i], v, 5*time.Second)
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}
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continue
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}
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}
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}
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missedL2 = append(missedL2, id)
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}
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} else {
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// 如果 Redis 挂了或者超时了,全部降级到 L3
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missedL2 = missedL1
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log.Printf("L2 Redis MGet 失败,全部降级到 MySQL: %v", err)
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}
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}
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if len(missedL2) == 0 {
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return buildOrderedResult(videoIDs, videoMap), nil
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}
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//L3:MySQL
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var wg sync.WaitGroup
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var mu sync.Mutex
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for _, id := range videoIDs {
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wg.Add(1)
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go func(videoID uint) {
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defer wg.Done()
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sfKey := fmt.Sprintf("sf:entity:%d", videoID)
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v, err, _ := f.requestGroup.Do(sfKey, func() (interface{}, error) {
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videoList, err := f.repo.GetByIDs(ctx, []uint{videoID})
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if err != nil {
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return nil, err
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}
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safeCopy := *videoList[0]
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cachekey := fmt.Sprintf("video:entity:%d", safeCopy.ID)
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if b, err := json.Marshal(safeCopy); err == nil {
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//异步回写redis
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go func(k string, b []byte) {
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setCtx, setCancel := context.WithTimeout(context.Background(), 50*time.Millisecond)
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defer setCancel()
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f.rediscache.SetBytes(setCtx, k, b, time.Hour)
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}(cachekey, b)
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}
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return videoList[0], err
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})
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if err == nil && v != nil {
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safeCopy := *(v.(*video.Video))
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mu.Lock()
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videoMap[id] = &safeCopy
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mu.Unlock()
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f.localcache.Set(fmt.Sprintf("video:entity:%d", safeCopy.ID), safeCopy, 5*time.Second)
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}
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}(id)
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}
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wg.Wait()
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return buildOrderedResult(videoIDs, videoMap), nil
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}
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// 查询最新视频 (冷热分离 + 游标分页)
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func (f *FeedService) ListLatest(ctx context.Context, limit int, latestBefore time.Time, viewerAccountID uint) (ListLatestResponse, error) {
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// 获取 ZSET 中最老的一条数据
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zsetTail, err := f.rediscache.ZRangeWithScores(ctx, "feed:global_timeline", 0, 0)
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isZsetEmpty := len(zsetTail) == 0
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if isZsetEmpty {
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//全局静态锁:无视所有用户的不同时间戳游标
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sfKey := "sf:fallback:global_timeline_rebuild"
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v, err, _ := f.requestGroup.Do(sfKey, func() (interface{}, error) {
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// 无视游标,直接去 MySQL 捞最新的 1000 条
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dbVideos, err := f.repo.ListLatest(ctx, 1000, time.Time{})
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if err != nil {
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return nil, err
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}
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if len(dbVideos) == 0 {
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return "EMPTY_DB", nil // 防无限递归
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}
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// 重建 ZSET
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bgCtx, cancel := context.WithTimeout(context.Background(), 2*time.Second)
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defer cancel()
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var zElements []redis.Z
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for _, vid := range dbVideos {
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zElements = append(zElements, redis.Z{
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Score: float64(vid.CreateTime.UnixMilli()),
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Member: fmt.Sprintf("%d", vid.ID),
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})
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}
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f.rediscache.ZAdd(bgCtx, "feed:global_timeline", zElements...)
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return "SUCCESS", nil
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})
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if err != nil {
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return ListLatestResponse{}, err
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}
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if v == "EMPTY_DB" {
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return ListLatestResponse{HasMore: false}, nil
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}
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// 让所有被阻塞的请求重新查一遍
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return f.ListLatest(ctx, limit, latestBefore, viewerAccountID)
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}
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watermark := int64(zsetTail[0].Score)
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reqTime := time.Now().UnixMilli()
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if !latestBefore.IsZero() {
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reqTime = latestBefore.UnixMilli()
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}
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var baseVideos []*video.Video
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if reqTime <= watermark {
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//冷数据降级查库
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// 针对个别用户的防并发(此时可以用时间戳做锁,因为冷尾流量极小)
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sfKey := fmt.Sprintf("sf:cold:listLatest:%d:%d", limit, reqTime)
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v, err, _ := f.requestGroup.Do(sfKey, func() (interface{}, error) {
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return f.repo.ListLatest(ctx, limit, latestBefore)
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})
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if err != nil {
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return ListLatestResponse{}, err
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}
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baseVideos = v.([]*video.Video)
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// 不回写 ZSET,防止冷数据污染热点时间线
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} else {
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// 热数据直接查redis
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maxScore := "+inf"
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if !latestBefore.IsZero() {
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maxScore = fmt.Sprintf("%d", reqTime-1) // 防重复
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}
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videoIDsStr, err := f.rediscache.ZRevRangeByScore(ctx, "feed:global_timeline", maxScore, "-inf", 0, int64(limit))
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if err != nil {
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return ListLatestResponse{}, err
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}
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var videoIDs []uint
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for _, idStr := range videoIDsStr {
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if id, err := strconv.ParseUint(idStr, 10, 64); err == nil {
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videoIDs = append(videoIDs, uint(id))
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}
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}
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if len(videoIDs) > 0 {
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baseVideos, err = f.GetVideoByIDs(ctx, videoIDs)
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if err != nil {
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return ListLatestResponse{}, err
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}
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}
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// 刚好击穿了冷热边界
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if len(baseVideos) < limit {
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remainLimit := limit - len(baseVideos) // 计算还差几个
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var coldCursor time.Time
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if len(baseVideos) > 0 {
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coldCursor = baseVideos[len(baseVideos)-1].CreateTime
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} else {
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coldCursor = latestBefore
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}
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sfKey := fmt.Sprintf("sf:stitch:listLatest:%d:%d", remainLimit, coldCursor.UnixMilli())
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v, err, _ := f.requestGroup.Do(sfKey, func() (interface{}, error) {
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return f.repo.ListLatest(ctx, remainLimit, coldCursor)
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})
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if err == nil {
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coldVideos := v.([]*video.Video)
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baseVideos = append(baseVideos, coldVideos...)
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}
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}
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}
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var nextTime int64
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if len(baseVideos) > 0 {
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// 将本页最后一条视频的时间作为下一次请求的游标
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nextTime = baseVideos[len(baseVideos)-1].CreateTime.UnixMilli()
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}
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var hasMore bool
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if reqTime <= watermark {
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hasMore = len(baseVideos) == limit
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} else {
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hasMore = true
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}
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feedVideos, err := f.buildFeedVideos(ctx, baseVideos, viewerAccountID)
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if err != nil {
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return ListLatestResponse{}, err
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}
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return ListLatestResponse{
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VideoList: feedVideos,
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NextTime: nextTime,
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HasMore: hasMore,
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}, nil
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}
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// 按照点赞数查询视频
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func (f *FeedService) ListLikesCount(ctx context.Context, limit int, cursor *LikesCountCursor, viewerAccountID uint) (ListLikesCountResponse, error) {
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videos, err := f.repo.ListLikesCountWithCursor(ctx, limit, cursor)
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if err != nil {
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return ListLikesCountResponse{}, err
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}
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hasMore := len(videos) == limit
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feedVideos, err := f.buildFeedVideos(ctx, videos, viewerAccountID)
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if err != nil {
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return ListLikesCountResponse{}, err
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}
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resp := ListLikesCountResponse{
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VideoList: feedVideos,
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HasMore: hasMore,
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}
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if len(videos) > 0 {
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last := videos[len(videos)-1]
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nextLikesCountBefore := last.LikesCount
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nextIDBefore := last.ID
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resp.NextLikesCountBefore = &nextLikesCountBefore
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resp.NextIDBefore = &nextIDBefore
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}
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return resp, nil
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}
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// 按照关注列表查询视频
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func (f *FeedService) ListByFollowing(ctx context.Context, limit int, latestBefore time.Time, viewerAccountID uint) (ListByFollowingResponse, error) {
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doListByFollowingFromDB := func() (ListByFollowingResponse, error) {
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videos, err := f.repo.ListByFollowing(ctx, limit, viewerAccountID, latestBefore)
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if err != nil {
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return ListByFollowingResponse{}, err
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}
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var nextTime int64
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if len(videos) > 0 {
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nextTime = videos[len(videos)-1].CreateTime.Unix()
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} else {
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nextTime = 0
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}
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hasMore := len(videos) == limit
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feedVideos, err := f.buildFeedVideos(ctx, videos, viewerAccountID)
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if err != nil {
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return ListByFollowingResponse{}, err
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}
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resp := ListByFollowingResponse{
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VideoList: feedVideos,
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NextTime: nextTime,
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HasMore: hasMore,
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}
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return resp, nil
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}
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var cacheKey string
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if viewerAccountID != 0 && f.rediscache != nil {
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before := int64(0)
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if !latestBefore.IsZero() {
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before = latestBefore.Unix()
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}
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cacheKey = fmt.Sprintf("feed:listByFollowing:limit=%d:accountID=%d:before=%d", limit, viewerAccountID, before)
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cacheCtx, cancel := context.WithTimeout(ctx, 50*time.Millisecond)
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defer cancel()
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b, err := f.rediscache.GetBytes(cacheCtx, cacheKey)
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if err == nil {
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var cached ListByFollowingResponse
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if err := json.Unmarshal(b, &cached); err == nil {
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return cached, nil
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}
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} else if rediscache.IsMiss(err) { // 缓存未命中
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lockKey := "lock:" + cacheKey
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// 缓存未命中,尝试加锁
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token, locked, _ := f.rediscache.Lock(cacheCtx, lockKey, 500*time.Millisecond)
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if locked {
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defer func() { _ = f.rediscache.Unlock(context.Background(), lockKey, token) }()
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if b, err := f.rediscache.GetBytes(cacheCtx, cacheKey); err == nil {
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var cached ListByFollowingResponse
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if err := json.Unmarshal(b, &cached); err == nil {
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return cached, nil
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}
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} else { // 缓存未命中,从数据库中查询
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resp, err := doListByFollowingFromDB()
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if err != nil {
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return ListByFollowingResponse{}, err
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}
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if b, err := json.Marshal(resp); err == nil {
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_ = f.rediscache.SetBytes(cacheCtx, cacheKey, b, f.cacheTTL)
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}
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return resp, nil
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}
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} else {
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for i := 0; i < 5; i++ {
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time.Sleep(20 * time.Millisecond)
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if b, err := f.rediscache.GetBytes(cacheCtx, cacheKey); err == nil {
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var cached ListByFollowingResponse
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if err := json.Unmarshal(b, &cached); err == nil {
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return cached, nil
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}
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}
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}
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}
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}
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}
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resp, err := doListByFollowingFromDB()
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if err != nil {
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return ListByFollowingResponse{}, err
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}
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if cacheKey != "" {
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if b, err := json.Marshal(resp); err == nil {
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cacheCtx, cancel := context.WithTimeout(ctx, 50*time.Millisecond)
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defer cancel()
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_ = f.rediscache.SetBytes(cacheCtx, cacheKey, b, f.cacheTTL)
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}
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}
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return resp, nil
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}
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func (f *FeedService) ListByPopularity(ctx context.Context, limit int, reqAsOf int64, offset int, viewerAccountID uint, latestPopularity int64, latestBefore time.Time, latestIDBefore uint) (ListByPopularityResponse, error) {
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// Redis 热榜(稳定分页:as_of + offset)
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if f.rediscache != nil {
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asOf := time.Now().UTC().Truncate(time.Minute)
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if reqAsOf > 0 {
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asOf = time.Unix(reqAsOf, 0).UTC().Truncate(time.Minute)
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}
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const win = 60
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keys := make([]string, 0, win)
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for i := 0; i < win; i++ {
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keys = append(keys, "hot:video:1m:"+asOf.Add(-time.Duration(i)*time.Minute).Format("200601021504"))
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}
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dest := "hot:video:merge:1m:" + asOf.Format("200601021504") // 快照key:同一个as_of页内复用
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opCtx, cancel := context.WithTimeout(ctx, 80*time.Millisecond)
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defer cancel()
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exists, _ := f.rediscache.Exists(opCtx, dest)
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if !exists {
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_ = f.rediscache.ZUnionStore(opCtx, dest, keys, "SUM")
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_ = f.rediscache.Expire(opCtx, dest, 2*time.Minute) // 给翻页留时间
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}
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start := int64(offset)
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stop := start + int64(limit) - 1
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members, err := f.rediscache.ZRevRange(opCtx, dest, start, stop)
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if err == nil && len(members) == 0 {
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if offset > 0 {
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return ListByPopularityResponse{
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VideoList: []FeedVideoItem{},
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AsOf: asOf.Unix(),
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NextOffset: offset,
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HasMore: false,
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}, nil
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}
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}
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if err == nil && len(members) > 0 {
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ids := make([]uint, 0, len(members))
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for _, m := range members {
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u, err := strconv.ParseUint(m, 10, 64)
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if err == nil && u > 0 {
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ids = append(ids, uint(u))
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}
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}
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videos, err := f.repo.GetByIDs(ctx, ids)
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if err == nil {
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byID := make(map[uint]*video.Video, len(videos))
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for _, v := range videos {
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byID[v.ID] = v
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}
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ordered := make([]*video.Video, 0, len(ids))
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for _, id := range ids {
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if v := byID[id]; v != nil {
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ordered = append(ordered, v)
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}
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}
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items, err := f.buildFeedVideos(ctx, ordered, viewerAccountID)
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if err != nil {
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return ListByPopularityResponse{}, err
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}
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resp := ListByPopularityResponse{
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VideoList: items,
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AsOf: asOf.Unix(),
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NextOffset: offset + len(items),
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HasMore: len(items) == limit,
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}
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if len(ordered) > 0 {
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last := ordered[len(ordered)-1]
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nextPopularity := last.Popularity
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nextBefore := last.CreateTime
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nextID := last.ID
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resp.NextLatestPopularity = &nextPopularity
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resp.NextLatestBefore = &nextBefore
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resp.NextLatestIDBefore = &nextID
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}
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return resp, nil
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}
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}
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}
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videos, err := f.repo.ListByPopularity(ctx, limit, latestPopularity, latestBefore, latestIDBefore)
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if err != nil {
|
||
return ListByPopularityResponse{}, err
|
||
}
|
||
items, err := f.buildFeedVideos(ctx, videos, viewerAccountID)
|
||
if err != nil {
|
||
return ListByPopularityResponse{}, err
|
||
}
|
||
resp := ListByPopularityResponse{
|
||
VideoList: items,
|
||
AsOf: 0,
|
||
NextOffset: 0,
|
||
HasMore: len(items) == limit,
|
||
}
|
||
if len(videos) > 0 {
|
||
last := videos[len(videos)-1]
|
||
nextPopularity := last.Popularity
|
||
nextBefore := last.CreateTime
|
||
nextID := last.ID
|
||
resp.NextLatestPopularity = &nextPopularity
|
||
resp.NextLatestBefore = &nextBefore
|
||
resp.NextLatestIDBefore = &nextID
|
||
}
|
||
return resp, nil
|
||
}
|
||
|
||
func (f *FeedService) buildFeedVideos(ctx context.Context, videos []*video.Video, viewerAccountID uint) ([]FeedVideoItem, error) {
|
||
feedVideos := make([]FeedVideoItem, 0, len(videos))
|
||
videoIDs := make([]uint, len(videos))
|
||
for i, v := range videos {
|
||
videoIDs[i] = v.ID
|
||
}
|
||
likedMap, err := f.likeRepo.BatchGetLiked(ctx, videoIDs, viewerAccountID)
|
||
if err != nil {
|
||
return nil, err
|
||
}
|
||
for _, video := range videos {
|
||
feedVideos = append(feedVideos, FeedVideoItem{
|
||
ID: video.ID,
|
||
Author: FeedAuthor{ID: video.AuthorID, Username: video.Username},
|
||
Title: video.Title,
|
||
Description: video.Description,
|
||
PlayURL: video.PlayURL,
|
||
CoverURL: video.CoverURL,
|
||
CreateTime: video.CreateTime.Unix(),
|
||
LikesCount: video.LikesCount,
|
||
IsLiked: likedMap[video.ID],
|
||
})
|
||
}
|
||
return feedVideos, nil
|
||
}
|
||
|
||
func buildOrderedResult(orderedIDs []uint, dataMap map[uint]*video.Video) []*video.Video {
|
||
var res []*video.Video
|
||
for _, id := range orderedIDs {
|
||
res = append(res, dataMap[id])
|
||
}
|
||
return res
|
||
}
|