mirror of
https://github.com/httprunner/httprunner.git
synced 2026-06-07 16:59:34 +08:00
rename: service_vedem.go and CV related error codes
This commit is contained in:
buyuxiang
549
hrp/pkg/uixt/service_vedem.go
Normal file
549
hrp/pkg/uixt/service_vedem.go
Normal file
@@ -0,0 +1,549 @@
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package uixt
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import (
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"bytes"
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"fmt"
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"image"
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"io/ioutil"
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"mime/multipart"
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"net/http"
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"regexp"
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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/builtin"
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"github.com/httprunner/httprunner/v4/hrp/internal/code"
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"github.com/httprunner/httprunner/v4/hrp/internal/env"
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"github.com/httprunner/httprunner/v4/hrp/internal/json"
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)
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var client = &http.Client{
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Timeout: time.Second * 10,
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}
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type OCRResult struct {
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Text string `json:"text"`
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Points []PointF `json:"points"`
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}
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type OCRResults []OCRResult
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func (o OCRResults) ToOCRTexts() (ocrTexts OCRTexts) {
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for _, ocrResult := range o {
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rect := image.Rectangle{
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// ocrResult.Points 顺序：左上 -> 右上 -> 右下 -> 左下
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Min: image.Point{
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X: int(ocrResult.Points[0].X),
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Y: int(ocrResult.Points[0].Y),
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},
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Max: image.Point{
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X: int(ocrResult.Points[2].X),
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Y: int(ocrResult.Points[2].Y),
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},
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}
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ocrText := OCRText{
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Text: ocrResult.Text,
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Rect: rect,
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}
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ocrTexts = append(ocrTexts, ocrText)
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}
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return
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}
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type ImageResult struct {
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imagePath string
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URL string `json:"url"` // image uploaded url
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OCRResult OCRResults `json:"ocrResult"` // OCR texts
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LiveType string `json:"liveType"` // 直播间类型
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UIResult UIResultMap `json:"uiResult"` // 图标检测
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}
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type APIResponseImage struct {
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Code int `json:"code"`
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Message string `json:"message"`
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Result ImageResult `json:"result"`
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}
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type OCRText struct {
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Text string
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Rect image.Rectangle
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}
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func (t OCRText) Center() PointF {
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return getRectangleCenterPoint(t.Rect)
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}
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type OCRTexts []OCRText
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func (t OCRTexts) texts() (texts []string) {
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for _, text := range t {
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texts = append(texts, text.Text)
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}
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return texts
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}
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func (t OCRTexts) FilterScope(scope AbsScope) (results OCRTexts) {
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for _, ocrText := range t {
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rect := ocrText.Rect
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// check if text in scope
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if len(scope) == 4 {
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if rect.Min.X < scope[0] ||
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rect.Min.Y < scope[1] ||
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rect.Max.X > scope[2] ||
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rect.Max.Y > scope[3] {
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// not in scope
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continue
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}
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}
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results = append(results, ocrText)
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}
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return
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}
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func (t OCRTexts) FindText(text string, options ...ActionOption) (result OCRText, err error) {
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actionOptions := NewActionOptions(options...)
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var results []OCRText
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for _, ocrText := range t.FilterScope(actionOptions.AbsScope) {
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if actionOptions.Regex {
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// regex on, check if match regex
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if !regexp.MustCompile(text).MatchString(ocrText.Text) {
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continue
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}
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} else {
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// regex off, check if match exactly
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if ocrText.Text != text {
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continue
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}
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}
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results = append(results, ocrText)
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}
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if len(results) == 0 {
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return OCRText{}, errors.Wrap(code.CVResultNotFoundError,
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fmt.Sprintf("text %s not found in %v", text, t.texts()))
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}
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// get index
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idx := actionOptions.Index
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if idx < 0 {
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idx = len(results) + idx
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}
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// index out of range
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if idx >= len(results) || idx < 0 {
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return OCRText{}, errors.Wrap(code.CVResultNotFoundError,
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fmt.Sprintf("text %s found %d, index %d out of range", text, len(results), idx))
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}
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return results[idx], nil
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}
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func (t OCRTexts) FindTexts(texts []string, options ...ActionOption) (results OCRTexts, err error) {
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for _, text := range texts {
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ocrText, err := t.FindText(text, options...)
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if err != nil {
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continue
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}
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results = append(results, ocrText)
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}
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if len(results) != len(texts) {
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return nil, errors.Wrap(code.CVResultNotFoundError,
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fmt.Sprintf("texts %s not found in %v", texts, t.texts()))
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}
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return results, nil
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}
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func newVEDEMImageService(actions ...string) (*veDEMImageService, error) {
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if err := checkEnv(); err != nil {
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return nil, err
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}
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if len(actions) == 0 {
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actions = []string{"ocr"}
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}
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return &veDEMImageService{
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actions: actions,
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}, nil
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}
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func (v *veDEMImageService) WithUITypes(uiTypes ...string) *veDEMImageService {
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v.uiTypes = uiTypes
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return v
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}
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// veDEMImageService implements IImageService interface
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// actions:
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//
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// ocr - get ocr texts
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// upload - get image uploaded url
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// liveType - get live type
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// popup - get popup windows
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// close - get close popup
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type veDEMImageService struct {
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actions []string
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uiTypes []string
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}
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func (s *veDEMImageService) GetImage(imageBuf *bytes.Buffer) (imageResult ImageResult, err error) {
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bodyBuf := &bytes.Buffer{}
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bodyWriter := multipart.NewWriter(bodyBuf)
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for _, action := range s.actions {
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bodyWriter.WriteField("actions", action)
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}
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for _, uiType := range s.uiTypes {
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bodyWriter.WriteField("uiTypes", uiType)
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}
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bodyWriter.WriteField("ocrCluster", "highPrecision")
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formWriter, err := bodyWriter.CreateFormFile("image", "screenshot.png")
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if err != nil {
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err = errors.Wrap(code.CVRequestError,
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fmt.Sprintf("create form file error: %v", err))
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return
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}
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size, err := formWriter.Write(imageBuf.Bytes())
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if err != nil {
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err = errors.Wrap(code.CVRequestError,
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fmt.Sprintf("write form error: %v", err))
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return
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}
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err = bodyWriter.Close()
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if err != nil {
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err = errors.Wrap(code.CVRequestError,
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fmt.Sprintf("close body writer error: %v", err))
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return
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}
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var req *http.Request
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var resp *http.Response
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// retry 3 times
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for i := 1; i <= 3; i++ {
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copiedBodyBuf := &bytes.Buffer{}
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if _, err := copiedBodyBuf.Write(bodyBuf.Bytes()); err != nil {
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log.Error().Err(err).Msg("copy screenshot buffer failed")
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continue
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}
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req, err = http.NewRequest("POST", env.VEDEM_IMAGE_URL, copiedBodyBuf)
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if err != nil {
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err = errors.Wrap(code.CVRequestError,
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fmt.Sprintf("construct request error: %v", err))
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return
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}
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signToken := "UNSIGNED-PAYLOAD"
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token := builtin.Sign("auth-v2", env.VEDEM_IMAGE_AK, env.VEDEM_IMAGE_SK, []byte(signToken))
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req.Header.Add("Agw-Auth", token)
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req.Header.Add("Agw-Auth-Content", signToken)
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req.Header.Add("Content-Type", bodyWriter.FormDataContentType())
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start := time.Now()
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resp, err = client.Do(req)
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elapsed := time.Since(start)
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var logID string
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if resp != nil {
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logID = getLogID(resp.Header)
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}
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if err == nil && resp.StatusCode == http.StatusOK {
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log.Debug().
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Str("X-TT-LOGID", logID).
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Int("image_bytes", size).
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Float64("elapsed(s)", elapsed.Seconds()).
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Msg("request OCR service success")
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break
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}
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log.Error().Err(err).
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Str("X-TT-LOGID", logID).
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Int("imageBufSize", size).
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Msgf("request veDEM OCR service failed, retry %d", i)
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time.Sleep(1 * time.Second)
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}
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if resp == nil {
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err = code.CVServiceConnectionError
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return
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}
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defer resp.Body.Close()
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results, err := ioutil.ReadAll(resp.Body)
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if err != nil {
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err = errors.Wrap(code.CVResponseError,
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fmt.Sprintf("read response body error: %v", err))
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return
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}
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if resp.StatusCode != http.StatusOK {
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err = errors.Wrap(code.CVResponseError,
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fmt.Sprintf("unexpected response status code: %d, results: %v",
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resp.StatusCode, string(results)))
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return
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}
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var imageResponse APIResponseImage
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err = json.Unmarshal(results, &imageResponse)
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if err != nil {
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log.Error().Err(err).
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Str("response", string(results)).
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Msg("json unmarshal veDEM image response body failed")
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err = errors.Wrap(code.CVResponseError,
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"json unmarshal veDEM image response body error")
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return
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}
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if imageResponse.Code != 0 {
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log.Error().
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Int("code", imageResponse.Code).
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Str("message", imageResponse.Message).
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Msg("request veDEM OCR service failed")
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}
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imageResult = imageResponse.Result
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log.Debug().Interface("imageResult", imageResult).Msg("get image data by veDEM")
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return imageResult, nil
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}
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func checkEnv() error {
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if env.VEDEM_IMAGE_URL == "" {
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return errors.Wrap(code.CVEnvMissedError, "VEDEM_IMAGE_URL missed")
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}
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log.Info().Str("VEDEM_IMAGE_URL", env.VEDEM_IMAGE_URL).Msg("get env")
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if env.VEDEM_IMAGE_AK == "" {
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return errors.Wrap(code.CVEnvMissedError, "VEDEM_IMAGE_AK missed")
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}
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if env.VEDEM_IMAGE_SK == "" {
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return errors.Wrap(code.CVEnvMissedError, "VEDEM_IMAGE_SK missed")
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}
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return nil
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}
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func getLogID(header http.Header) string {
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if len(header) == 0 {
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return ""
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}
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logID, ok := header["X-Tt-Logid"]
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if !ok || len(logID) == 0 {
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return ""
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}
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return logID[0]
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}
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type IImageService interface {
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// GetImage returns image result including ocr texts, uploaded image url, etc
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GetImage(imageBuf *bytes.Buffer) (imageResult ImageResult, err error)
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}
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// GetScreenResult takes a screenshot, returns the image recognization result
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func (dExt *DriverExt) GetScreenResult() (screenResult *ScreenResult, err error) {
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var bufSource *bytes.Buffer
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var imagePath string
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if bufSource, imagePath, err = dExt.takeScreenShot(
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builtin.GenNameWithTimestamp("%d_ocr")); err != nil {
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return
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}
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imageResult, err := dExt.ImageService.GetImage(bufSource)
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if err != nil {
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log.Error().Err(err).Msg("GetImage from ImageService failed")
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return
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}
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imageResult.imagePath = imagePath
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imageUrl := imageResult.URL
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if imageUrl != "" {
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dExt.cacheStepData.screenShotsUrls[imagePath] = imageUrl
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log.Debug().Str("imagePath", imagePath).Str("imageUrl", imageUrl).Msg("log screenshot")
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}
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screenResult = &ScreenResult{
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Texts: imageResult.OCRResult.ToOCRTexts(),
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Tags: nil,
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Popularity: Popularity{},
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}
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if imageResult.LiveType != "" {
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screenResult.Tags = []string{imageResult.LiveType}
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}
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dExt.cacheStepData.screenResults[imagePath] = screenResult
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return screenResult, nil
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}
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func (dExt *DriverExt) GetScreenTexts() (ocrTexts OCRTexts, err error) {
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screenResult, err := dExt.GetScreenResult()
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if err != nil {
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return
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}
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return screenResult.Texts, nil
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}
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func (dExt *DriverExt) FindScreenText(text string, options ...ActionOption) (point PointF, err error) {
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ocrTexts, err := dExt.GetScreenTexts()
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if err != nil {
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return
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}
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result, err := ocrTexts.FindText(text, dExt.ParseActionOptions(options...)...)
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if err != nil {
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log.Warn().Msgf("FindText failed: %s", err.Error())
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return
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}
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point = result.Center()
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log.Info().Str("text", text).
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Interface("point", point).Msgf("FindScreenText success")
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return
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}
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func getRectangleCenterPoint(rect image.Rectangle) (point PointF) {
|
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x, y := float64(rect.Min.X), float64(rect.Min.Y)
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width, height := float64(rect.Dx()), float64(rect.Dy())
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point = PointF{
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X: x + width*0.5,
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Y: y + height*0.5,
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}
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return point
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}
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func getCenterPoint(point PointF, width, height float64) PointF {
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return PointF{
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X: point.X + width*0.5,
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Y: point.Y + height*0.5,
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||||
}
|
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}
|
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|
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type UIResult struct {
|
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Point PointF `json:"point"`
|
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Width float64 `json:"width"`
|
||||
Height float64 `json:"height"`
|
||||
}
|
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|
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func (u UIResult) Center() PointF {
|
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return getCenterPoint(u.Point, u.Width, u.Height)
|
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}
|
||||
|
||||
type UIResults []UIResult
|
||||
|
||||
func (u UIResults) FilterScope(scope AbsScope) (results UIResults) {
|
||||
for _, uiResult := range u {
|
||||
rect := image.Rectangle{
|
||||
Min: image.Point{
|
||||
X: int(uiResult.Point.X),
|
||||
Y: int(uiResult.Point.Y),
|
||||
},
|
||||
Max: image.Point{
|
||||
X: int(uiResult.Point.X + uiResult.Width),
|
||||
Y: int(uiResult.Point.Y + uiResult.Height),
|
||||
},
|
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}
|
||||
|
||||
// check if ui result in scope
|
||||
if len(scope) == 4 {
|
||||
if rect.Min.X < scope[0] ||
|
||||
rect.Min.Y < scope[1] ||
|
||||
rect.Max.X > scope[2] ||
|
||||
rect.Max.Y > scope[3] {
|
||||
// not in scope
|
||||
continue
|
||||
}
|
||||
}
|
||||
results = append(results, uiResult)
|
||||
}
|
||||
return
|
||||
}
|
||||
|
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type UIResultMap map[string]UIResults
|
||||
|
||||
func (u UIResultMap) FilterUIResults(uiTypes []string) (uiResults UIResults, err error) {
|
||||
var ok bool
|
||||
for _, uiType := range uiTypes {
|
||||
uiResults, ok = u[uiType]
|
||||
if ok && len(uiResults) != 0 {
|
||||
return
|
||||
}
|
||||
}
|
||||
err = errors.Errorf("UI types %v not detected", uiTypes)
|
||||
return
|
||||
}
|
||||
|
||||
func (u UIResults) GetUIResult(options ...ActionOption) (UIResult, error) {
|
||||
actionOptions := NewActionOptions(options...)
|
||||
|
||||
uiResults := u.FilterScope(actionOptions.AbsScope)
|
||||
if len(uiResults) == 0 {
|
||||
return UIResult{}, errors.Wrap(code.CVResultNotFoundError,
|
||||
"ui types not found in scope")
|
||||
}
|
||||
// get index
|
||||
idx := actionOptions.Index
|
||||
if idx < 0 {
|
||||
idx = len(uiResults) + idx
|
||||
}
|
||||
|
||||
// index out of range
|
||||
if idx >= len(uiResults) || idx < 0 {
|
||||
return UIResult{}, errors.Wrap(code.CVResultNotFoundError,
|
||||
fmt.Sprintf("ui types index %d out of range", idx))
|
||||
}
|
||||
return uiResults[idx], nil
|
||||
}
|
||||
|
||||
// newVEDEMUIService return image service for
|
||||
func newVEDEMUIService(uiTypes []string) (*veDEMImageService, error) {
|
||||
vedemUIService, err := newVEDEMImageService("ui")
|
||||
if err != nil {
|
||||
return nil, err
|
||||
}
|
||||
return vedemUIService.WithUITypes(uiTypes...), nil
|
||||
}
|
||||
|
||||
func (dExt *DriverExt) GetUIResultMap(uiTypes []string) (uiResultMap UIResultMap, err error) {
|
||||
var bufSource *bytes.Buffer
|
||||
var imagePath string
|
||||
if bufSource, imagePath, err = dExt.takeScreenShot(
|
||||
builtin.GenNameWithTimestamp("%d_ocr")); err != nil {
|
||||
return
|
||||
}
|
||||
|
||||
vedemUIService, err := newVEDEMUIService(uiTypes)
|
||||
if err != nil {
|
||||
return
|
||||
}
|
||||
imageResult, err := vedemUIService.GetImage(bufSource)
|
||||
if err != nil {
|
||||
log.Error().Err(err).Msg("GetImage from ImageService failed")
|
||||
return
|
||||
}
|
||||
|
||||
imageUrl := imageResult.URL
|
||||
if imageUrl != "" {
|
||||
dExt.cacheStepData.screenShotsUrls[imagePath] = imageUrl
|
||||
log.Debug().Str("imagePath", imagePath).Str("imageUrl", imageUrl).Msg("log screenshot")
|
||||
}
|
||||
uiResultMap = imageResult.UIResult
|
||||
return
|
||||
}
|
||||
|
||||
func (dExt *DriverExt) FindUIResult(uiTypes []string, options ...ActionOption) (point PointF, err error) {
|
||||
uiResultMap, err := dExt.GetUIResultMap(uiTypes)
|
||||
if err != nil {
|
||||
return
|
||||
}
|
||||
uiResults, err := uiResultMap.FilterUIResults(uiTypes)
|
||||
if err != nil {
|
||||
return
|
||||
}
|
||||
uiResult, err := uiResults.GetUIResult(dExt.ParseActionOptions(options...)...)
|
||||
point = uiResult.Center()
|
||||
|
||||
log.Info().Interface("text", uiTypes).
|
||||
Interface("point", point).Msg("FindUIResult success")
|
||||
return
|
||||
}
|
||||
Reference in New Issue
Block a user