Files
httprunner/hrp/pkg/uixt/video_crawler.go
2023-06-22 12:49:25 +08:00

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package uixt
import (
"strings"
"time"
"github.com/pkg/errors"
"github.com/rs/zerolog/log"
"github.com/httprunner/httprunner/v4/hrp/internal/code"
)
type VideoStat struct {
configs *VideoCrawlerConfigs
timer *time.Timer
FeedCount int `json:"feed_count"`
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
LiveCount int `json:"live_count"`
LiveStat map[string]int `json:"live_stat"` // 分类统计 live 数量:秀场/游戏/电商/多人
}
func (s *VideoStat) isFeedTargetAchieved() bool {
targetStat := make(map[string]int)
for _, targetLabel := range s.configs.Feed.TargetLabels {
targetStat[targetLabel.Text] = targetLabel.Target
}
log.Info().
Int("current_total", s.FeedCount).
Interface("current_stat", s.FeedStat).
Int("target_total", s.configs.Feed.TargetCount).
Interface("target_stat", targetStat).
Msg("display feed crawler progress")
// check total feed count
if s.FeedCount < s.configs.Feed.TargetCount {
return false
}
// check each feed type's count
for _, targetLabel := range s.configs.Feed.TargetLabels {
if s.FeedStat[targetLabel.Text] < targetLabel.Target {
return false
}
}
return true
}
func (s *VideoStat) isLiveTargetAchieved() bool {
targetStat := make(map[string]int)
for _, targetLabel := range s.configs.Live.TargetLabels {
targetStat[targetLabel.Text] = targetLabel.Target
}
log.Info().
Int("current_total", s.LiveCount).
Interface("current_stat", s.LiveStat).
Int("target_total", s.configs.Live.TargetCount).
Interface("target_stat", targetStat).
Msg("display live crawler progress")
// check total live count
if s.LiveCount < s.configs.Live.TargetCount {
return false
}
// check each live type's count
for _, targetLabel := range s.configs.Live.TargetLabels {
if s.LiveStat[targetLabel.Text] < targetLabel.Target {
return false
}
}
return true
}
func (s *VideoStat) isTargetAchieved() bool {
return s.isFeedTargetAchieved() && s.isLiveTargetAchieved()
}
// incrFeed increases feed count and feed stat
func (s *VideoStat) incrFeed(screenResult *ScreenResult, driverExt *DriverExt) error {
// feed author
actionOptions := []ActionOption{
WithRegex(true),
driverExt.GenAbsScope(0, 0.5, 1, 1).Option(),
}
if ocrText, err := screenResult.Texts.FindText("^@", actionOptions...); err == nil {
log.Debug().Str("author", ocrText.Text).Msg("found feed author")
screenResult.Tags = append(screenResult.Tags, ocrText.Text)
}
for _, targetLabel := range s.configs.Feed.TargetLabels {
scope := targetLabel.Scope
actionOptions := []ActionOption{
WithRegex(targetLabel.Regex),
driverExt.GenAbsScope(scope[0], scope[1], scope[2], scope[3]).Option(),
}
if _, err := screenResult.Texts.FindText(targetLabel.Text, actionOptions...); err == nil {
key := targetLabel.Text
if _, ok := s.FeedStat[key]; !ok {
s.FeedStat[key] = 0
}
s.FeedStat[key]++
screenResult.Tags = append(screenResult.Tags, key)
}
}
// add popularity data for feed
popularityData := screenResult.Texts.FilterScope(driverExt.GenAbsScope(0.8, 0.5, 1, 0.8))
if len(popularityData) != 4 {
log.Warn().Interface("popularity", popularityData).Msg("get feed popularity data failed")
} else {
screenResult.Popularity = Popularity{
Stars: popularityData[0].Text,
Comments: popularityData[1].Text,
Favorites: popularityData[2].Text,
Shares: popularityData[3].Text,
}
}
log.Info().Strs("tags", screenResult.Tags).
Interface("popularity", screenResult.Popularity).
Msg("found feed success")
s.FeedCount++
return nil
}
// incrLive increases live count and live stat
func (s *VideoStat) incrLive(screenResult *ScreenResult, driverExt *DriverExt) error {
// TODO: check live type
// add popularity data for live
popularityData := screenResult.Texts.FilterScope(driverExt.GenAbsScope(0.7, 0.05, 1, 0.15))
if len(popularityData) != 1 {
log.Warn().Interface("popularity", popularityData).Msg("get live popularity data failed")
} else {
screenResult.Popularity = Popularity{
LiveUsers: popularityData[0].Text,
}
}
log.Info().Strs("tags", screenResult.Tags).
Interface("popularity", screenResult.Popularity).
Msg("found live success")
s.LiveCount++
return nil
}
type TargetLabel struct {
Text string `json:"text"`
Scope Scope `json:"scope"`
Regex bool `json:"regex"`
Target int `json:"target"` // target count for current label
}
type FeedConfig struct {
TargetCount int `json:"target_count"`
TargetLabels []TargetLabel `json:"target_labels"`
SleepRandom []interface{} `json:"sleep_random"`
}
type LiveConfig struct {
TargetCount int `json:"target_count"`
TargetLabels []TargetLabel `json:"target_labels"`
SleepRandom []interface{} `json:"sleep_random"`
}
type VideoCrawlerConfigs struct {
AppPackageName string `json:"app_package_name"`
Timeout int `json:"timeout"` // seconds
Feed FeedConfig `json:"feed"`
Live LiveConfig `json:"live"`
}
type LiveCrawler struct {
driver *DriverExt
configs *VideoCrawlerConfigs // target video count
currentStat *VideoStat // current video stat
}
func (l *LiveCrawler) checkLiveVideo(texts OCRTexts) (enterPoint PointF, yes bool) {
// 预览流入口DY/KS
// 标签文案:点击进入直播间|进入直播间领金币
points, err := texts.FindTexts([]string{".*进入直播间.*"}, WithScope(0, 0.3, 1, 0.8), WithRegex(true))
if err == nil {
return points[0].Center(), true
}
// 标签文案:直播中|直播卖货|直播团购
points, err = texts.FindTexts([]string{"直播中|直播卖货|直播团购"},
WithScope(0, 0.7, 0.5, 1), WithRegex(true))
if err == nil {
return points[0].Center(), true
}
// 预览流入口KS/KSLite
// 评论框文案:和主播聊聊天...|聊聊天...
points, err = texts.FindTexts([]string{".*聊聊天.*"}, WithRegex(true))
if err == nil {
point := points[0].Center()
enterPoint = PointF{
X: point.X,
Y: point.Y - 300,
}
return enterPoint, true
}
// TODO: 头像入口
return PointF{}, false
}
// run live video crawler
func (l *LiveCrawler) Run(driver *DriverExt, enterPoint PointF) error {
log.Info().Msg("enter live room")
if err := driver.TapAbsXY(enterPoint.X, enterPoint.Y); err != nil {
log.Error().Err(err).Msg("tap live video failed")
return err
}
time.Sleep(5 * time.Second)
for !l.currentStat.isLiveTargetAchieved() {
select {
case <-l.currentStat.timer.C:
log.Warn().Msg("timeout in live crawler")
return errors.Wrap(code.TimeoutError, "live crawler timeout")
case <-l.driver.interruptSignal:
log.Warn().Msg("interrupted in live crawler")
return errors.Wrap(code.InterruptError, "live crawler interrupted")
default:
// check if live room
if err := l.driver.Driver.AssertForegroundApp(l.configs.AppPackageName, "live"); err != nil {
return err
}
// swipe to next live video
err := l.driver.SwipeUp()
if err != nil {
log.Error().Err(err).Msg("swipe up failed")
// TODO: retry maximum 3 times
continue
}
// sleep custom random time
if err := sleepRandom(time.Now(), l.configs.Live.SleepRandom); err != nil {
log.Error().Err(err).Msg("sleep random failed")
}
// take screenshot and get screen texts by OCR
screenResult, err := l.driver.GetScreenResult()
if err != nil {
log.Error().Err(err).Msg("OCR GetTexts failed")
time.Sleep(3 * time.Second)
continue
}
screenResult.Tags = append([]string{"live"}, screenResult.Tags...)
// check live type and incr live count
if err := l.currentStat.incrLive(screenResult, l.driver); err != nil {
log.Error().Err(err).Msg("incr live failed")
}
}
}
log.Info().Msg("live count achieved, exit live room")
return l.exitLiveRoom()
}
func (l *LiveCrawler) exitLiveRoom() error {
for i := 0; i < 3; i++ {
l.driver.SwipeRelative(0.1, 0.5, 0.9, 0.5)
time.Sleep(2 * time.Second)
// check if back to feed page
if err := l.driver.Driver.AssertForegroundApp(l.configs.AppPackageName, "feed"); err == nil {
return nil
}
}
// exit live room failed, while video count achieved
if l.currentStat.isTargetAchieved() {
return nil
}
// click X button on upper-right corner
if err := l.driver.TapXY(0.95, 0.05); err == nil {
log.Info().Msg("tap X button on upper-right corner to exit live room")
time.Sleep(2 * time.Second)
// check if back to feed page
if err := l.driver.Driver.AssertForegroundApp(l.configs.AppPackageName, "feed"); err == nil {
return nil
}
}
return errors.New("exit live room failed")
}
func (dExt *DriverExt) VideoCrawler(configs *VideoCrawlerConfigs) (err error) {
// set default sleep random strategy if not set
if configs.Feed.SleepRandom == nil {
configs.Feed.SleepRandom = []interface{}{1, 5}
}
if configs.Live.SleepRandom == nil {
configs.Live.SleepRandom = []interface{}{10, 15}
}
currVideoStat := &VideoStat{
configs: configs,
FeedCount: 0,
FeedStat: make(map[string]int),
LiveCount: 0,
LiveStat: make(map[string]int),
}
defer func() {
dExt.cacheStepData.videoStat = currVideoStat
}()
// launch app
if configs.AppPackageName != "" {
if err = dExt.Driver.AppLaunch(configs.AppPackageName); err != nil {
return err
}
time.Sleep(5 * time.Second)
} else {
app, err := dExt.Driver.GetForegroundApp()
if err != nil && !errors.Is(err, errDriverNotImplemented) {
log.Warn().Err(err).Msg("get foreground app failed, ignore")
return errors.Wrap(code.MobileUIAssertForegroundAppError, err.Error())
}
log.Info().
Str("packageName", app.PackageName).
Str("activity", app.Activity).
Msg("start to video crawler for current foreground app")
configs.AppPackageName = app.PackageName
}
liveCrawler := LiveCrawler{
driver: dExt,
configs: configs,
currentStat: currVideoStat,
}
// loop until target count achieved or timeout
// the main loop is feed crawler
currVideoStat.timer = time.NewTimer(time.Duration(configs.Timeout) * time.Second)
lastSwipeTime := time.Now()
for {
select {
case <-currVideoStat.timer.C:
log.Warn().Msg("timeout in feed crawler")
return errors.Wrap(code.TimeoutError, "feed crawler timeout")
case <-dExt.interruptSignal:
log.Warn().Msg("interrupted in feed crawler")
return errors.Wrap(code.InterruptError, "feed crawler interrupted")
default:
// take screenshot and get screen texts by OCR
screenResult, err := dExt.GetScreenResult()
if err != nil {
if strings.Contains(err.Error(), "connect: connection refused") {
return err
}
log.Error().Err(err).Msg("OCR GetTexts failed")
time.Sleep(3 * time.Second)
continue
}
// automatic handling of pop-up windows
if err := dExt.AutoPopupHandler(screenResult.Texts); err != nil {
log.Error().Err(err).Msg("auto handle popup failed")
return err
}
// check if live video && run live crawler
if enterPoint, isLive := liveCrawler.checkLiveVideo(screenResult.Texts); isLive {
log.Info().Msg("live video found")
if !liveCrawler.currentStat.isLiveTargetAchieved() {
if err := liveCrawler.Run(dExt, enterPoint); err != nil {
if errors.Is(err, code.TimeoutError) || errors.Is(err, code.InterruptError) {
return err
}
log.Error().Err(err).Msg("run live crawler failed, continue")
continue
}
}
screenResult.Tags = []string{"live-preview"}
} else {
screenResult.Tags = []string{"feed"}
// check feed type and incr feed count
if err := currVideoStat.incrFeed(screenResult, dExt); err != nil {
log.Error().Err(err).Msg("incr feed failed")
}
}
// sleep custom random time
if err := sleepRandom(lastSwipeTime, configs.Feed.SleepRandom); err != nil {
log.Error().Err(err).Msg("sleep random failed")
}
// check if target count achieved
if currVideoStat.isTargetAchieved() {
log.Info().Msg("target count achieved, exit crawler")
return nil
}
// swipe to next feed video
log.Info().Msg("swipe to next feed video")
if err = dExt.SwipeUp(); err != nil {
log.Error().Err(err).Msg("swipe up failed")
return err
}
lastSwipeTime = time.Now()
// check if feed page
if err := dExt.Driver.AssertForegroundApp(configs.AppPackageName, "feed"); err != nil {
return err
}
}
}
}