mirror of
https://github.com/httprunner/httprunner.git
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467 lines
14 KiB
Go
467 lines
14 KiB
Go
package uixt
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import (
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"time"
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"github.com/pkg/errors"
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"github.com/rs/zerolog/log"
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"github.com/httprunner/httprunner/v4/hrp/internal/code"
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"github.com/httprunner/httprunner/v4/hrp/internal/json"
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)
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type TargetLabel struct {
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Text string `json:"text"`
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Scope Scope `json:"scope"`
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Regex bool `json:"regex"`
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Target int `json:"target"` // target count for current label
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}
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type FeedConfig struct {
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TargetCount int `json:"target_count"`
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TargetLabels []TargetLabel `json:"target_labels"`
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SleepRandom []interface{} `json:"sleep_random"`
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}
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type LiveConfig struct {
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TargetCount int `json:"target_count"`
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TargetLabels []TargetLabel `json:"target_labels"`
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SleepRandom []interface{} `json:"sleep_random"`
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}
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type VideoCrawlerConfigs struct {
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Timeout int `json:"timeout"` // seconds
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Feed FeedConfig `json:"feed"`
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Live LiveConfig `json:"live"`
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}
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type VideoCrawler struct {
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driverExt *DriverExt
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configs *VideoCrawlerConfigs
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timer *time.Timer
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// used to help checking if swipe success
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failedCount int64
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lastFeed *FeedVideo
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lastLive *LiveRoom
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FeedCount int `json:"feed_count"`
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FeedStat map[string]int `json:"feed_stat"` // 分类统计 feed 数量：视频/图文/广告/特效/模板/购物
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LiveCount int `json:"live_count"`
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LiveStat map[string]int `json:"live_stat"` // 分类统计 live 数量：秀场/游戏/电商/多人
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}
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func (vc *VideoCrawler) isFeedTargetAchieved() bool {
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targetStat := make(map[string]int)
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for _, targetLabel := range vc.configs.Feed.TargetLabels {
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targetStat[targetLabel.Text] = targetLabel.Target
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}
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log.Info().
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Int("current_total", vc.FeedCount).
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Interface("current_stat", vc.FeedStat).
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Int("target_total", vc.configs.Feed.TargetCount).
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Interface("target_stat", targetStat).
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Msg("display feed crawler progress")
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// check total feed count
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if vc.FeedCount < vc.configs.Feed.TargetCount {
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return false
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}
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// check each feed type's count
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for _, targetLabel := range vc.configs.Feed.TargetLabels {
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if vc.FeedStat[targetLabel.Text] < targetLabel.Target {
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return false
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}
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}
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return true
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}
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func (vc *VideoCrawler) isLiveTargetAchieved() bool {
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targetStat := make(map[string]int)
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for _, targetLabel := range vc.configs.Live.TargetLabels {
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targetStat[targetLabel.Text] = targetLabel.Target
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}
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log.Info().
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Int("current_total", vc.LiveCount).
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Interface("current_stat", vc.LiveStat).
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Int("target_total", vc.configs.Live.TargetCount).
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Interface("target_stat", targetStat).
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Msg("display live crawler progress")
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// check total live count
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if vc.LiveCount < vc.configs.Live.TargetCount {
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return false
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}
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// check each live type's count
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for _, targetLabel := range vc.configs.Live.TargetLabels {
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if vc.LiveStat[targetLabel.Text] < targetLabel.Target {
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return false
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}
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}
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return true
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}
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func (vc *VideoCrawler) isTargetAchieved() bool {
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return vc.isFeedTargetAchieved() && vc.isLiveTargetAchieved()
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}
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func (vc *VideoCrawler) checkLiveVideo(feedVideo *FeedVideo) (enterPoint PointF, yes bool) {
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// TODO: check if preview-live from feedVideo
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if feedVideo.Type != "live" {
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return PointF{}, false
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}
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// take screenshot and get OCR texts via image service
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texts, err := vc.driverExt.GetScreenTexts()
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if err != nil {
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return PointF{}, false
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}
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// 预览流入口：DY/KS
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// 标签文案：点击进入直播间|进入直播间领金币
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points, err := texts.FindTexts([]string{".*进入直播间.*"}, WithScope(0, 0.3, 1, 0.8), WithRegex(true))
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if err == nil {
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return points[0].Center(), true
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}
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// 标签文案：直播中|直播卖货|直播团购
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points, err = texts.FindTexts([]string{"直播中|直播卖货|直播团购"},
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WithScope(0, 0.7, 0.5, 1), WithRegex(true))
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if err == nil {
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return points[0].Center(), true
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}
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// 预览流入口：KS/KSLite
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// 评论框文案：和主播聊聊天...|聊聊天...
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points, err = texts.FindTexts([]string{".*聊聊天.*"}, WithRegex(true))
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if err == nil {
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point := points[0].Center()
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enterPoint = PointF{
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X: point.X,
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Y: point.Y - 300,
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}
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return enterPoint, true
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}
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// TODO: 头像入口
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return PointF{}, false
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}
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// run live video crawler
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func (vc *VideoCrawler) startLiveCrawler(enterPoint PointF) error {
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log.Info().Msg("enter live room")
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if err := vc.driverExt.TapAbsXY(enterPoint.X, enterPoint.Y); err != nil {
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log.Error().Err(err).Msg("tap live video failed")
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return err
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}
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time.Sleep(5 * time.Second)
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for !vc.isLiveTargetAchieved() {
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select {
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case <-vc.timer.C:
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log.Warn().Msg("timeout in live crawler")
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return errors.Wrap(code.TimeoutError, "live crawler timeout")
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case <-vc.driverExt.interruptSignal:
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log.Warn().Msg("interrupted in live crawler")
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return errors.Wrap(code.InterruptError, "live crawler interrupted")
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default:
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// swipe to next live video
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swipeStartTime := time.Now()
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if err := vc.driverExt.SwipeUp(); err != nil {
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log.Error().Err(err).Msg("live swipe up failed")
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return err
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}
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swipeFinishTime := time.Now()
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// wait for live video loading
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time.Sleep(5 * time.Second)
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// TODO: get app event trackings
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liveRoom, err := vc.getCurrentLiveRoom()
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if err != nil {
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return errors.Wrap(err, "get current live event trackings failed")
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}
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// take screenshot and get screen texts by OCR
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screenResult, err := vc.driverExt.GetScreenResult(
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WithScreenShotOCR(true), WithScreenShotUpload(true))
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if err != nil {
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log.Error().Err(err).Msg("OCR GetTexts failed")
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time.Sleep(3 * time.Second)
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continue
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}
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screenResult.Live = liveRoom
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// TODO: check live type
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// incr live count
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screenResult.VideoType = "live"
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vc.LiveCount++
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log.Info().Strs("tags", screenResult.Tags).
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Interface("live", screenResult.Live).
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Msg("found live success")
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// get simulation watch duration
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if screenResult.Live.SimulationWatchDuration != 0 {
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screenResult.Live.WatchDuration = screenResult.Live.SimulationWatchDuration
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} else {
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screenResult.Live.RandomWatchDuration = getSimulationDuration(vc.configs.Live.SleepRandom)
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screenResult.Live.WatchDuration = screenResult.Live.RandomWatchDuration
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}
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// simulation watch live video
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sleepStrict(swipeFinishTime, screenResult.Live.WatchDuration)
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// log swipe timelines
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screenResult.SwipeStartTime = swipeStartTime.UnixMilli()
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screenResult.SwipeFinishTime = swipeFinishTime.UnixMilli()
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screenResult.TotalElapsed = time.Since(swipeFinishTime).Milliseconds()
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}
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}
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log.Info().Msg("live count achieved, exit live room")
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return vc.exitLiveRoom()
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}
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func (vc *VideoCrawler) exitLiveRoom() error {
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for i := 0; i < 3; i++ {
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vc.driverExt.SwipeRelative(0.1, 0.5, 0.9, 0.5)
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time.Sleep(2 * time.Second)
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}
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// exit live room failed, while video count achieved
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if vc.isTargetAchieved() {
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return nil
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}
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// click X button on upper-right corner
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if err := vc.driverExt.TapXY(0.95, 0.05); err == nil {
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log.Info().Msg("tap X button on upper-right corner to exit live room")
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time.Sleep(2 * time.Second)
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}
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return errors.New("exit live room failed")
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}
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func (dExt *DriverExt) VideoCrawler(configs *VideoCrawlerConfigs) (err error) {
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if dExt.plugin == nil {
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return errors.New("miss plugin for video crawler")
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}
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// set default sleep random strategy if not set
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if configs.Feed.SleepRandom == nil {
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configs.Feed.SleepRandom = []interface{}{1, 5}
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}
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if configs.Live.SleepRandom == nil {
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configs.Live.SleepRandom = []interface{}{10, 15}
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}
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crawler := &VideoCrawler{
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driverExt: dExt,
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configs: configs,
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failedCount: 0,
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lastFeed: &FeedVideo{},
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lastLive: &LiveRoom{},
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FeedCount: 0,
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FeedStat: make(map[string]int),
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LiveCount: 0,
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LiveStat: make(map[string]int),
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}
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defer func() {
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dExt.cacheStepData.videoCrawler = crawler
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}()
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// loop until target count achieved or timeout
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// the main loop is feed crawler
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crawler.timer = time.NewTimer(time.Duration(configs.Timeout) * time.Second)
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for {
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select {
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case <-crawler.timer.C:
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log.Warn().Msg("timeout in feed crawler")
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return errors.Wrap(code.TimeoutError, "feed crawler timeout")
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case <-dExt.interruptSignal:
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log.Warn().Msg("interrupted in feed crawler")
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return errors.Wrap(code.InterruptError, "feed crawler interrupted")
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default:
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// swipe to next feed video
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log.Info().Msg("swipe to next feed video")
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swipeStartTime := time.Now()
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if err = dExt.SwipeUp(); err != nil {
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log.Error().Err(err).Msg("feed swipe up failed")
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return err
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}
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swipeFinishTime := time.Now()
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// get app event trackings
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// retry 3 times if get feed failed, abort if fail 3 consecutive times
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feedVideo, err := crawler.getCurrentFeedVideo()
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if err != nil || feedVideo.VideoID == "" {
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if crawler.failedCount >= 3 {
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// failed 3 consecutive times
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return errors.New("get current feed video failed 3 consecutive times")
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}
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log.Warn().Interface("feedVideo", feedVideo).Msg("get current feed video failed")
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// retry
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crawler.failedCount++
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continue
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}
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if feedVideo.VideoID == crawler.lastFeed.VideoID {
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// app event tracking not changed
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// check and handle popups
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if err = crawler.driverExt.ClosePopupsHandler(WithMaxRetryTimes(1)); err != nil {
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return err
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}
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}
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crawler.lastFeed = feedVideo
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screenResult := &ScreenResult{}
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dExt.cacheStepData.screenResults[time.Now().String()] = screenResult
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// check if live video && run live crawler
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if enterPoint, isLive := crawler.checkLiveVideo(feedVideo); isLive {
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// 直播预览流
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screenResult.VideoType = "live-preview"
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// TODO
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// screenResult.Live = feedVideo
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log.Info().Msg("live video found")
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if !crawler.isLiveTargetAchieved() {
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if err := crawler.startLiveCrawler(enterPoint); err != nil {
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if errors.Is(err, code.TimeoutError) || errors.Is(err, code.InterruptError) {
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return err
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}
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log.Error().Err(err).Msg("run live crawler failed, continue")
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continue
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}
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}
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} else {
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// 点播
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// check feed type and incr feed count
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screenResult.VideoType = "feed"
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screenResult.Feed = feedVideo
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crawler.FeedCount++
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log.Info().
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Strs("tags", screenResult.Tags).
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Interface("feed", screenResult.Feed).
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Msg("found feed success")
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// get simulation play duration
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if screenResult.Feed.SimulationPlayDuration != 0 {
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screenResult.Feed.PlayDuration = screenResult.Feed.SimulationPlayDuration
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} else {
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screenResult.Feed.RandomPlayDuration = getSimulationDuration(crawler.configs.Feed.SleepRandom)
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screenResult.Feed.PlayDuration = screenResult.Feed.RandomPlayDuration
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}
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// simulation watch feed video
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sleepStrict(swipeFinishTime, screenResult.Feed.PlayDuration)
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}
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// check if target count achieved
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if crawler.isTargetAchieved() {
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log.Info().Msg("target count achieved, exit crawler")
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return nil
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}
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// log swipe timelines
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screenResult.SwipeStartTime = swipeStartTime.UnixMilli()
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screenResult.SwipeFinishTime = swipeFinishTime.UnixMilli()
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screenResult.TotalElapsed = time.Since(swipeFinishTime).Milliseconds()
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// reset failed count
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crawler.failedCount = 0
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}
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}
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}
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type FeedVideo struct {
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// 视频基础数据
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VideoID string `json:"video_id"` // 视频 video ID
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UserName string `json:"user_name"` // 视频作者
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Duration int64 `json:"duration"` // 视频时长(ms)
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Caption string `json:"caption"` // 视频文案
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Type string `json:"type"` // 视频类型, feed/live // TODO: 区分视频、图文、广告
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// 视频热度数据
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ViewCount int64 `json:"view_count"` // feed 观看数
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LikeCount int64 `json:"like_count"` // feed 点赞数
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CommentCount int64 `json:"comment_count"` // feed 评论数
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CollectCount int64 `json:"collect_count"` // feed 收藏数
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ForwardCount int64 `json:"forward_count"` // feed 转发数
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ShareCount int64 `json:"share_count"` // feed 分享数
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// 记录仿真决策信息
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PlayDuration int64 `json:"play_duration"` // 播放时长(ms)，取自 Simulation/Random
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SimulationPlayProgress float64 `json:"simulation_play_progress"` // 仿真播放比例（完播率）
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SimulationPlayDuration int64 `json:"simulation_play_duration"` // 仿真播放时长(ms)
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RandomPlayDuration int64 `json:"random_play_duration"` // 随机播放时长(ms)
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// timelines
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PublishTimestamp int64 `json:"publish_timestamp"` // feed 发布时间戳
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PreloadTimestamp int64 `json:"preload_timestamp"` // feed 预加载时间戳
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}
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type LiveRoom struct {
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// 视频基础数据
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LiveStreamID string `json:"live_stream_id"` // 直播流 ID
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UserName string `json:"user_name"` // 视频作者
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Caption string `json:"caption"` // 视频文案
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LiveType string `json:"live_type"` // 直播间类型, 基于算法服务获取
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// 视频热度数据
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AudienceCount string `json:"audience_count"` // 直播间人数
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LikeCount int64 `json:"like_count"` // 点赞数
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// 记录仿真决策信息
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WatchDuration int64 `json:"watch_duration"` // 观播时长(ms)，取自 Simulation/Random
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SimulationWatchDuration int64 `json:"simulation_watch_duration"` // 仿真观播时长(ms)
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RandomWatchDuration int64 `json:"random_watch_duration"` // 随机观播时长(ms)
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// timelines
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PreloadTimestamp int64 `json:"preload_timestamp"` // feed 预加载时间戳
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}
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func (vc *VideoCrawler) getCurrentFeedVideo() (feedVideo *FeedVideo, err error) {
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if !vc.driverExt.plugin.Has("GetCurrentFeedVideo") {
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return nil, errors.New("plugin missing GetCurrentFeedVideo method")
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}
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resp, err := vc.driverExt.plugin.Call("GetCurrentFeedVideo")
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if err != nil {
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return nil, errors.Wrap(err, "call plugin GetCurrentFeedVideo failed")
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}
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if resp == nil {
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return nil, errors.New("feed not found")
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}
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feedBytes, err := json.Marshal(resp)
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if err != nil {
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return nil, errors.New("json marshal feed video info failed")
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}
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feedVideo = &FeedVideo{}
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err = json.Unmarshal(feedBytes, feedVideo)
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if err != nil {
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return nil, errors.Wrap(err, "json unmarshal feed video info failed")
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}
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log.Info().
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Interface("feedVideoCaption", feedVideo.Caption).
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Msg("get current feed video success")
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return feedVideo, nil
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}
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func (vc *VideoCrawler) getCurrentLiveRoom() (liveVideo *LiveRoom, err error) {
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// TODO
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return
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}
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