mirror of
https://github.com/httprunner/httprunner.git
synced 2026-06-02 06:19:34 +08:00
464 lines
13 KiB
Go
464 lines
13 KiB
Go
package uixt
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import (
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"fmt"
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"strings"
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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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)
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type VideoStat struct {
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configs *VideoCrawlerConfigs
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timer *time.Timer
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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 (s *VideoStat) isFeedTargetAchieved() bool {
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targetStat := make(map[string]int)
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for _, targetLabel := range s.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", s.FeedCount).
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Interface("current_stat", s.FeedStat).
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Int("target_total", s.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 s.FeedCount < s.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 s.configs.Feed.TargetLabels {
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if s.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 (s *VideoStat) isLiveTargetAchieved() bool {
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targetStat := make(map[string]int)
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for _, targetLabel := range s.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", s.LiveCount).
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Interface("current_stat", s.LiveStat).
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Int("target_total", s.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 s.LiveCount < s.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 s.configs.Live.TargetLabels {
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if s.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 (s *VideoStat) isTargetAchieved() bool {
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return s.isFeedTargetAchieved() && s.isLiveTargetAchieved()
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}
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// incrFeed increases feed count and feed stat
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func (s *VideoStat) incrFeed(ocrResult *OcrResult, driverExt *DriverExt) error {
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// feed author
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actionOptions := []ActionOption{
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WithRegex(true),
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driverExt.GenAbsScope(0, 0.5, 1, 1).Option(),
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}
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if ocrText, err := ocrResult.Texts.FindText("^@", actionOptions...); err == nil {
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log.Debug().Str("author", ocrText.Text).Msg("found feed author")
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ocrResult.Tags = append(ocrResult.Tags, ocrText.Text)
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}
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for _, targetLabel := range s.configs.Feed.TargetLabels {
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scope := targetLabel.Scope
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actionOptions := []ActionOption{
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WithRegex(targetLabel.Regex),
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driverExt.GenAbsScope(scope[0], scope[1], scope[2], scope[3]).Option(),
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}
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if ocrText, err := ocrResult.Texts.FindText(targetLabel.Text, actionOptions...); err == nil {
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log.Info().Str("label", targetLabel.Text).
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Str("text", ocrText.Text).Msg("found feed success")
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key := targetLabel.Text
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if _, ok := s.FeedStat[key]; !ok {
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s.FeedStat[key] = 0
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}
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s.FeedStat[key]++
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ocrResult.Tags = append(ocrResult.Tags, key)
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}
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}
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// add popularity data for feed
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popularityData := ocrResult.Texts.FilterScope(driverExt.GenAbsScope(0.8, 0.5, 1, 0.8))
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if len(popularityData) != 4 {
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log.Warn().Interface("popularity", popularityData).Msg("get feed popularity data failed")
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} else {
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ocrResult.Popularity = Popularity{
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Stars: popularityData[0].Text,
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Comments: popularityData[1].Text,
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Favorites: popularityData[2].Text,
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Shares: popularityData[3].Text,
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}
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log.Info().Interface("popularity", ocrResult.Popularity).
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Msg("found feed popularity success")
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}
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s.FeedCount++
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return nil
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}
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// incrLive increases live count and live stat
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func (s *VideoStat) incrLive(ocrResult *OcrResult, driverExt *DriverExt) error {
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// TODO: check live type
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// add popularity data for live
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popularityData := ocrResult.Texts.FilterScope(driverExt.GenAbsScope(0.7, 0.05, 1, 0.15))
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if len(popularityData) != 1 {
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log.Warn().Interface("popularity", popularityData).Msg("get live popularity data failed")
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} else {
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ocrResult.Popularity = Popularity{
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LiveUsers: popularityData[0].Text,
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}
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log.Info().Interface("popularity", ocrResult.Popularity).
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Msg("found live popularity success")
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}
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s.LiveCount++
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return nil
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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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AppPackageName string `json:"app_package_name"`
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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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var androidActivities = map[string]map[string]string{
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// DY
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"com.ss.android.ugc.aweme": {
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"feed": ".splash.SplashActivity",
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"live": ".live.LivePlayActivity",
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},
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// KS
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"com.smile.gifmaker": {
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"feed": "com.yxcorp.gifshow.HomeActivity",
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"live": "com.kuaishou.live.core.basic.activity.LiveSlideActivity",
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},
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// TODO: SPH, XHS
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}
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type LiveCrawler struct {
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driver *DriverExt
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configs *VideoCrawlerConfigs // target video count
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currentStat *VideoStat // current video stat
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}
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func (l *LiveCrawler) checkLiveVideo(texts OCRTexts) (enterPoint PointF, yes bool) {
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// 预览流入口：DY/KS
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points, err := texts.FindTexts([]string{".?点击进入直播间"}, 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
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points, err = texts.FindTexts([]string{"和主播聊聊天.*"}, 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 - 100,
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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 (l *LiveCrawler) Run(driver *DriverExt, enterPoint PointF) error {
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log.Info().Msg("enter live room")
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if err := driver.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 !l.currentStat.isLiveTargetAchieved() {
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select {
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case <-l.currentStat.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 <-l.driver.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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// check if live room
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if err := l.driver.assertActivity(l.configs.AppPackageName, "live"); err != nil {
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return err
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}
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// swipe to next live video
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err := l.driver.SwipeUp()
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if err != nil {
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log.Error().Err(err).Msg("swipe up failed")
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// TODO: retry maximum 3 times
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continue
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}
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// sleep custom random time
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if err := sleepRandom(l.configs.Live.SleepRandom); err != nil {
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log.Error().Err(err).Msg("sleep random failed")
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}
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// take screenshot and get screen texts by OCR
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imagePath, _, err := l.driver.GetScreenTextsByOCR()
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if err != nil {
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log.Error().Err(err).Msg("OCR GetTexts failed")
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continue
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}
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ocrResult := l.driver.cacheStepData.OcrResults[imagePath]
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ocrResult.Tags = []string{"live"}
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// check live type and incr live count
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if err := l.currentStat.incrLive(ocrResult, l.driver); err != nil {
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log.Error().Err(err).Msg("incr live failed")
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}
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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 l.exitLiveRoom()
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}
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func (l *LiveCrawler) exitLiveRoom() error {
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for i := 0; i < 3; i++ {
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l.driver.SwipeRelative(0.1, 0.5, 0.9, 0.5)
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time.Sleep(2 * time.Second)
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// check if back to feed page
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if err := l.driver.assertActivity(l.configs.AppPackageName, "feed"); err == nil {
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return nil
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}
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}
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// exit live room failed, while video count achieved
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if l.currentStat.isTargetAchieved() {
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return nil
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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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// 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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currVideoStat := &VideoStat{
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configs: configs,
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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.VideoStat = currVideoStat
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}()
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// launch app
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if err = dExt.Driver.AppLaunch(configs.AppPackageName); err != nil {
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return err
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}
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time.Sleep(5 * time.Second)
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liveCrawler := LiveCrawler{
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driver: dExt,
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configs: configs,
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currentStat: currVideoStat,
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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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currVideoStat.timer = time.NewTimer(time.Duration(configs.Timeout) * time.Second)
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for {
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select {
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case <-currVideoStat.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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// check if feed page
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if err := dExt.assertActivity(configs.AppPackageName, "feed"); err != nil {
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return err
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}
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// take screenshot and get screen texts by OCR
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imagePath, texts, err := dExt.GetScreenTextsByOCR()
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if err != nil {
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log.Error().Err(err).Msg("OCR GetTexts failed")
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continue
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}
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ocrResult := dExt.cacheStepData.OcrResults[imagePath]
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// automatic handling of pop-up windows
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if err := dExt.autoPopupHandler(ocrResult); err != nil {
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log.Error().Err(err).Msg("auto handle popup failed")
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return err
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}
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// check if live video && run live crawler
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if enterPoint, isLive := liveCrawler.checkLiveVideo(texts); isLive {
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log.Info().Msg("live video found")
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if !liveCrawler.currentStat.isLiveTargetAchieved() {
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if err := liveCrawler.Run(dExt, 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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ocrResult.Tags = []string{"live-preview"}
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} else {
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ocrResult.Tags = []string{"feed"}
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// check feed type and incr feed count
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if err := currVideoStat.incrFeed(ocrResult, dExt); err != nil {
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log.Error().Err(err).Msg("incr feed failed")
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}
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}
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// sleep custom random time
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if err := sleepRandom(configs.Feed.SleepRandom); err != nil {
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log.Error().Err(err).Msg("sleep random failed")
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}
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// check if target count achieved
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if currVideoStat.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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// swipe to next feed video
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log.Info().Msg("swipe to next feed video")
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if err = dExt.SwipeUp(); err != nil {
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log.Error().Err(err).Msg("swipe up failed")
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return err
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}
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time.Sleep(1 * time.Second)
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}
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}
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}
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func (dExt *DriverExt) assertActivity(packageName, activityType string) error {
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log.Debug().Str("pacakge_name", packageName).
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Str("activity_type", activityType).Msg("assert activity")
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app, err := dExt.Driver.GetForegroundApp()
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if err != nil {
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log.Error().Err(err).Msg("get foreground app failed")
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return err
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}
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if app.PackageName != packageName {
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return errors.Wrap(code.MobileUIAppNotInForegroundError,
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fmt.Sprintf("app %s is not in foreground", packageName))
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}
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if activities, ok := androidActivities[app.PackageName]; ok {
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if activity, ok := activities[activityType]; ok {
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if strings.HasSuffix(app.Activity, activity) {
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return nil
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}
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}
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}
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log.Error().Interface("app", app.AppBaseInfo).Msg("app activity not match")
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return errors.Wrap(code.MobileUIAppNotInForegroundError,
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fmt.Sprintf("%s activity is not in foreground", activityType))
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}
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// TODO: add more popup texts
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var popups = [][]string{
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{"青少年模式", "我知道了"}, // 青少年弹窗
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{"个人信息保护指引", "同意"},
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}
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func (dExt *DriverExt) autoPopupHandler(ocrResult *OcrResult) error {
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for _, popup := range popups {
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if len(popup) != 2 {
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continue
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}
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points, err := ocrResult.Texts.FindTexts([]string{popup[0], popup[1]})
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if err == nil {
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log.Warn().Interface("popup", popup).
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Interface("texts", ocrResult.Texts).Msg("text popup found")
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point := points[1].Center()
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if err := dExt.TapAbsXY(point.X, point.Y); err != nil {
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log.Error().Err(err).Msg("tap popup failed")
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return errors.Wrap(code.MobileUIPopupError, err.Error())
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}
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// tap popup success
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return nil
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}
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}
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// no popup found
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return nil
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}
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