mirror of
https://github.com/httprunner/httprunner.git
synced 2026-06-08 17:29:34 +08:00
fix: errors
This commit is contained in:
lilong.129
63
pkg/uixt/ai/ai.go
Normal file
63
pkg/uixt/ai/ai.go
Normal file
@@ -0,0 +1,63 @@
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package ai
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import (
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"os"
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"github.com/httprunner/httprunner/v5/code"
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"github.com/rs/zerolog/log"
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)
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func NewAIService(opts ...AIServiceOption) *AIServices {
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services := &AIServices{}
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for _, option := range opts {
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option(services)
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}
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return services
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}
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type AIServices struct {
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ICVService
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ILLMService
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}
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type AIServiceOption func(*AIServices)
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type CVServiceType string
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const (
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CVServiceTypeVEDEM CVServiceType = "vedem"
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CVServiceTypeOpenCV CVServiceType = "opencv"
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)
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func WithCVService(service CVServiceType) AIServiceOption {
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return func(opts *AIServices) {
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if service == CVServiceTypeVEDEM {
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var err error
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opts.ICVService, err = NewVEDEMImageService()
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if err != nil {
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log.Error().Err(err).Msg("init vedem image service failed")
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os.Exit(code.GetErrorCode(err))
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}
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}
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}
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}
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type LLMServiceType string
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const (
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LLMServiceTypeGPT4o LLMServiceType = "gpt-4o"
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LLMServiceTypeDeepSeekV3 LLMServiceType = "deepseek-v3"
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)
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func WithLLMService(service LLMServiceType) AIServiceOption {
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return func(opts *AIServices) {
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if service == LLMServiceTypeGPT4o {
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var err error
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opts.ILLMService, err = NewGPT4oLLMService()
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if err != nil {
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log.Error().Err(err).Msg("init gpt-4o llm service failed")
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os.Exit(code.GetErrorCode(err))
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}
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}
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}
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}
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11
pkg/uixt/ai/ai_test.go
Normal file
11
pkg/uixt/ai/ai_test.go
Normal file
@@ -0,0 +1,11 @@
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package ai
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import "testing"
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func TestOption(t *testing.T) {
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options := NewAIService(
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WithCVService(CVServiceTypeOpenCV),
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WithLLMService(LLMServiceTypeDeepSeekV3),
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)
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t.Log(options)
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}
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323
pkg/uixt/ai/cv.go
Normal file
323
pkg/uixt/ai/cv.go
Normal file
@@ -0,0 +1,323 @@
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package ai
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import (
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"bytes"
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"fmt"
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"image"
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"math"
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"regexp"
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"github.com/httprunner/httprunner/v5/code"
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"github.com/httprunner/httprunner/v5/internal/builtin"
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"github.com/httprunner/httprunner/v5/pkg/uixt/option"
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"github.com/httprunner/httprunner/v5/pkg/uixt/types"
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"github.com/pkg/errors"
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)
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type ICVService interface {
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// returns CV result including ocr texts, uploaded image url, etc
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ReadFromBuffer(imageBuf *bytes.Buffer, opts ...option.ActionOption) (*CVResult, error)
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ReadFromPath(imagePath string, opts ...option.ActionOption) (*CVResult, error)
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}
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type CVResult struct {
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URL string `json:"url,omitempty"` // image uploaded url
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OCRResult OCRResults `json:"ocrResult,omitempty"` // OCR texts
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// NoLive（非直播间）
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// Shop（电商）
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// LifeService（生活服务）
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// Show（秀场）
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// Game（游戏）
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// People（多人）
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// PK（PK）
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// Media（媒体）
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// Chat（语音）
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// Event（赛事）
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LiveType string `json:"liveType,omitempty"` // 直播间类型
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LivePopularity int64 `json:"livePopularity,omitempty"` // 直播间热度
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UIResult UIResultMap `json:"uiResult,omitempty"` // 图标检测
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ClosePopupsResult *ClosePopupsResult `json:"closeResult,omitempty"` // 弹窗按钮检测
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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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rectStr := fmt.Sprintf("%d,%d,%d,%d",
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rect.Min.X, rect.Min.Y, rect.Max.X, rect.Max.Y)
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ocrText := OCRText{
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Text: ocrResult.Text,
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Rect: rect,
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RectStr: rectStr,
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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 OCRText struct {
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Text string `json:"text"`
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RectStr string `json:"rect"`
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Rect image.Rectangle `json:"-"`
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}
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func (t OCRText) Size() types.Size {
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return types.Size{
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Width: t.Rect.Dx(),
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Height: t.Rect.Dy(),
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}
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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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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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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 option.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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// FindText returns matched text with options
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// Notice: filter scope should be specified with WithAbsScope
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func (t OCRTexts) FindText(text string, opts ...option.ActionOption) (result OCRText, err error) {
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options := option.NewActionOptions(opts...)
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var results []OCRText
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for _, ocrText := range t.FilterScope(options.AbsScope) {
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if options.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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// return the first one matched exactly when index not specified
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if ocrText.Text == text && options.Index == 0 {
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return ocrText, nil
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}
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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 := options.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, opts ...option.ActionOption) (results OCRTexts, err error) {
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options := option.NewActionOptions(opts...)
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for _, text := range texts {
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ocrText, err := t.FindText(text, opts...)
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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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// found one, skip searching and return
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if options.MatchOne {
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return results, nil
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}
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}
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if len(results) == len(texts) {
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return results, nil
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}
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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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type UIResultMap map[string]UIResults
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// FilterUIResults filters ui icons, the former the uiTypes, the higher the priority
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func (u UIResultMap) FilterUIResults(uiTypes []string) (uiResults UIResults, err error) {
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var ok bool
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for _, uiType := range uiTypes {
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uiResults, ok = u[uiType]
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if ok && len(uiResults) != 0 {
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return
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}
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}
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err = errors.Wrap(code.CVResultNotFoundError, fmt.Sprintf("UI types %v not detected", uiTypes))
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return
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}
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type UIResult struct {
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Box
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}
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type Box struct {
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Point PointF `json:"point"`
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Width float64 `json:"width"`
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Height float64 `json:"height"`
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}
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func (box Box) IsEmpty() bool {
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return builtin.IsZeroFloat64(box.Width) && builtin.IsZeroFloat64(box.Height)
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}
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func (box Box) IsIdentical(box2 Box) bool {
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// set the coordinate precision to 1 pixel
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return box.Point.IsIdentical(box2.Point) &&
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builtin.IsZeroFloat64(math.Abs(box.Width-box2.Width)) &&
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builtin.IsZeroFloat64(math.Abs(box.Height-box2.Height))
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}
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func (box Box) Center() PointF {
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return PointF{
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X: box.Point.X + box.Width*0.5,
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Y: box.Point.Y + box.Height*0.5,
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}
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}
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type UIResults []UIResult
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func (u UIResults) FilterScope(scope option.AbsScope) (results UIResults) {
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for _, uiResult := range u {
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rect := image.Rectangle{
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Min: image.Point{
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X: int(uiResult.Point.X),
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Y: int(uiResult.Point.Y),
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},
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Max: image.Point{
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X: int(uiResult.Point.X + uiResult.Width),
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Y: int(uiResult.Point.Y + uiResult.Height),
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},
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}
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// check if ui result 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, uiResult)
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}
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return
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}
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func (u UIResults) GetUIResult(opts ...option.ActionOption) (UIResult, error) {
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options := option.NewActionOptions(opts...)
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uiResults := u.FilterScope(options.AbsScope)
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if len(uiResults) == 0 {
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return UIResult{}, errors.Wrap(code.CVResultNotFoundError,
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"ui types not found in scope")
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}
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// get index
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idx := options.Index
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if idx < 0 {
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idx = len(uiResults) + idx
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}
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// index out of range
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if idx >= len(uiResults) || idx < 0 {
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return UIResult{}, errors.Wrap(code.CVResultNotFoundError,
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fmt.Sprintf("ui types index %d out of range", idx))
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}
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return uiResults[idx], nil
|
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}
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|
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// ClosePopupsResult represents the result of recognized popup to close
|
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type ClosePopupsResult struct {
|
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Type string `json:"type"`
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PopupArea Box `json:"popupArea"`
|
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CloseArea Box `json:"closeArea"`
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Text string `json:"text"`
|
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}
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|
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func (c ClosePopupsResult) IsEmpty() bool {
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return c.PopupArea.IsEmpty() && c.CloseArea.IsEmpty()
|
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}
|
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|
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type Point struct {
|
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X int `json:"x"` // upper left X coordinate of selected element
|
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Y int `json:"y"` // upper left Y coordinate of selected element
|
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}
|
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|
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type PointF struct {
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X float64 `json:"x"`
|
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Y float64 `json:"y"`
|
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}
|
||||
|
||||
func (p PointF) IsIdentical(p2 PointF) bool {
|
||||
// set the coordinate precision to 1 pixel
|
||||
return math.Abs(p.X-p2.X) < 1 && math.Abs(p.Y-p2.Y) < 1
|
||||
}
|
||||
|
||||
type Screen struct {
|
||||
StatusBarSize types.Size `json:"statusBarSize"`
|
||||
Scale float64 `json:"scale"`
|
||||
}
|
||||
258
pkg/uixt/ai/cv_vedem.go
Normal file
258
pkg/uixt/ai/cv_vedem.go
Normal file
@@ -0,0 +1,258 @@
|
||||
package ai
|
||||
|
||||
import (
|
||||
"bytes"
|
||||
"fmt"
|
||||
"io"
|
||||
"mime/multipart"
|
||||
"net/http"
|
||||
"os"
|
||||
"time"
|
||||
|
||||
"github.com/pkg/errors"
|
||||
"github.com/rs/zerolog"
|
||||
"github.com/rs/zerolog/log"
|
||||
|
||||
"github.com/httprunner/httprunner/v5/code"
|
||||
"github.com/httprunner/httprunner/v5/internal/builtin"
|
||||
"github.com/httprunner/httprunner/v5/internal/json"
|
||||
"github.com/httprunner/httprunner/v5/pkg/uixt/option"
|
||||
)
|
||||
|
||||
var client = &http.Client{
|
||||
Timeout: time.Second * 10,
|
||||
}
|
||||
|
||||
type APIResponseImage struct {
|
||||
Code int `json:"code"`
|
||||
Message string `json:"message"`
|
||||
Result CVResult `json:"result"`
|
||||
}
|
||||
|
||||
func NewVEDEMImageService() (*vedemCVService, error) {
|
||||
if err := checkEnv(); err != nil {
|
||||
return nil, err
|
||||
}
|
||||
return &vedemCVService{}, nil
|
||||
}
|
||||
|
||||
// vedemCVService implements IImageService interface
|
||||
// actions:
|
||||
//
|
||||
// ocr - get ocr texts
|
||||
// upload - get image uploaded url
|
||||
// liveType - get live type
|
||||
// popup - get popup windows
|
||||
// close - get close popup
|
||||
// ui - get ui position by type(s)
|
||||
type vedemCVService struct{}
|
||||
|
||||
func (s *vedemCVService) ReadFromPath(imagePath string, opts ...option.ActionOption) (
|
||||
imageResult *CVResult, err error) {
|
||||
imageBuf, err := os.ReadFile(imagePath)
|
||||
if err != nil {
|
||||
err = errors.Wrap(code.CVRequestError,
|
||||
fmt.Sprintf("read image file error: %v", err))
|
||||
return
|
||||
}
|
||||
imageResult, err = s.ReadFromBuffer(bytes.NewBuffer(imageBuf), opts...)
|
||||
return
|
||||
}
|
||||
|
||||
func (s *vedemCVService) ReadFromBuffer(imageBuf *bytes.Buffer, opts ...option.ActionOption) (
|
||||
imageResult *CVResult, err error) {
|
||||
actionOptions := option.NewActionOptions(opts...)
|
||||
screenshotActions := actionOptions.List()
|
||||
if len(screenshotActions) == 0 {
|
||||
// skip
|
||||
return nil, nil
|
||||
}
|
||||
|
||||
start := time.Now()
|
||||
defer func() {
|
||||
elapsed := time.Since(start).Milliseconds()
|
||||
var logger *zerolog.Event
|
||||
if err != nil {
|
||||
logger = log.Error().Err(err)
|
||||
} else {
|
||||
logger = log.Debug()
|
||||
if imageResult.URL != "" {
|
||||
logger = logger.Str("url", imageResult.URL)
|
||||
}
|
||||
if imageResult.UIResult != nil {
|
||||
logger = logger.Interface("uiResult", imageResult.UIResult)
|
||||
}
|
||||
if imageResult.ClosePopupsResult != nil {
|
||||
if imageResult.ClosePopupsResult.IsEmpty() {
|
||||
// set nil to reduce unnecessary summary info
|
||||
imageResult.ClosePopupsResult = nil
|
||||
} else {
|
||||
logger = logger.Interface("closePopupsResult", imageResult.ClosePopupsResult)
|
||||
}
|
||||
}
|
||||
}
|
||||
logger = logger.Int64("elapsed(ms)", elapsed)
|
||||
logger.Msg("get image data by veDEM")
|
||||
}()
|
||||
|
||||
bodyBuf := &bytes.Buffer{}
|
||||
bodyWriter := multipart.NewWriter(bodyBuf)
|
||||
for _, action := range screenshotActions {
|
||||
bodyWriter.WriteField("actions", action)
|
||||
}
|
||||
for _, uiType := range actionOptions.ScreenShotWithUITypes {
|
||||
bodyWriter.WriteField("uiTypes", uiType)
|
||||
}
|
||||
|
||||
// 使用高精度集群
|
||||
bodyWriter.WriteField("ocrCluster", "highPrecision")
|
||||
|
||||
if actionOptions.ScreenShotWithOCRCluster != "" {
|
||||
bodyWriter.WriteField("ocrCluster", actionOptions.ScreenShotWithOCRCluster)
|
||||
}
|
||||
|
||||
bodyWriter.WriteField("timeout", fmt.Sprintf("%v", 10))
|
||||
|
||||
formWriter, err := bodyWriter.CreateFormFile("image", "screenshot.png")
|
||||
if err != nil {
|
||||
err = errors.Wrap(code.CVRequestError,
|
||||
fmt.Sprintf("create form file error: %v", err))
|
||||
return
|
||||
}
|
||||
|
||||
size, err := formWriter.Write(imageBuf.Bytes())
|
||||
if err != nil {
|
||||
err = errors.Wrap(code.CVRequestError,
|
||||
fmt.Sprintf("write form error: %v", err))
|
||||
return
|
||||
}
|
||||
|
||||
err = bodyWriter.Close()
|
||||
if err != nil {
|
||||
err = errors.Wrap(code.CVRequestError,
|
||||
fmt.Sprintf("close body writer error: %v", err))
|
||||
return
|
||||
}
|
||||
var req *http.Request
|
||||
var resp *http.Response
|
||||
// retry 3 times
|
||||
for i := 1; i <= 3; i++ {
|
||||
copiedBodyBuf := &bytes.Buffer{}
|
||||
if _, err := copiedBodyBuf.Write(bodyBuf.Bytes()); err != nil {
|
||||
log.Error().Err(err).Msg("copy screenshot buffer failed")
|
||||
continue
|
||||
}
|
||||
|
||||
req, err = http.NewRequest("POST", os.Getenv("VEDEM_IMAGE_URL"), copiedBodyBuf)
|
||||
if err != nil {
|
||||
err = errors.Wrap(code.CVRequestError,
|
||||
fmt.Sprintf("construct request error: %v", err))
|
||||
return
|
||||
}
|
||||
|
||||
// ppe env
|
||||
// req.Header.Add("x-tt-env", "ppe_vedem_algorithm")
|
||||
// req.Header.Add("x-use-ppe", "1")
|
||||
|
||||
signToken := "UNSIGNED-PAYLOAD"
|
||||
token := builtin.Sign("auth-v2", os.Getenv("VEDEM_IMAGE_AK"), os.Getenv("VEDEM_IMAGE_SK"), []byte(signToken))
|
||||
|
||||
req.Header.Add("Agw-Auth", token)
|
||||
req.Header.Add("Agw-Auth-Content", signToken)
|
||||
req.Header.Add("Content-Type", bodyWriter.FormDataContentType())
|
||||
|
||||
start := time.Now()
|
||||
resp, err = client.Do(req)
|
||||
elapsed := time.Since(start)
|
||||
if err != nil {
|
||||
log.Error().Err(err).
|
||||
Int("imageBufSize", size).
|
||||
Msgf("request veDEM OCR service error, retry %d", i)
|
||||
continue
|
||||
}
|
||||
|
||||
logID := getLogID(resp.Header)
|
||||
statusCode := resp.StatusCode
|
||||
if statusCode != http.StatusOK {
|
||||
log.Error().
|
||||
Str("X-TT-LOGID", logID).
|
||||
Int("imageBufSize", size).
|
||||
Int("statusCode", statusCode).
|
||||
Msgf("request veDEM OCR service failed, retry %d", i)
|
||||
time.Sleep(1 * time.Second)
|
||||
continue
|
||||
}
|
||||
|
||||
log.Debug().
|
||||
Str("X-TT-LOGID", logID).
|
||||
Int("image_bytes", size).
|
||||
Int64("elapsed(ms)", elapsed.Milliseconds()).
|
||||
Msg("request OCR service success")
|
||||
break
|
||||
}
|
||||
if resp == nil {
|
||||
err = code.CVServiceConnectionError
|
||||
return
|
||||
}
|
||||
|
||||
defer resp.Body.Close()
|
||||
|
||||
results, err := io.ReadAll(resp.Body)
|
||||
if err != nil {
|
||||
err = errors.Wrap(code.CVResponseError,
|
||||
fmt.Sprintf("read response body error: %v", err))
|
||||
return
|
||||
}
|
||||
|
||||
if resp.StatusCode != http.StatusOK {
|
||||
err = errors.Wrap(code.CVResponseError,
|
||||
fmt.Sprintf("unexpected response status code: %d, results: %v",
|
||||
resp.StatusCode, string(results)))
|
||||
return
|
||||
}
|
||||
|
||||
var imageResponse APIResponseImage
|
||||
err = json.Unmarshal(results, &imageResponse)
|
||||
if err != nil {
|
||||
err = errors.Wrap(code.CVResponseError,
|
||||
fmt.Sprintf("json unmarshal veDEM image response body error, response=%s", string(results)))
|
||||
return
|
||||
}
|
||||
|
||||
if imageResponse.Code != 0 {
|
||||
err = errors.Wrap(code.CVResponseError,
|
||||
fmt.Sprintf("unexpected response data code: %d, message: %s",
|
||||
imageResponse.Code, imageResponse.Message))
|
||||
return
|
||||
}
|
||||
|
||||
imageResult = &imageResponse.Result
|
||||
return imageResult, nil
|
||||
}
|
||||
|
||||
func checkEnv() error {
|
||||
vedemImageURL := os.Getenv("VEDEM_IMAGE_URL")
|
||||
if vedemImageURL == "" {
|
||||
return errors.Wrap(code.CVEnvMissedError, "VEDEM_IMAGE_URL missed")
|
||||
}
|
||||
log.Info().Str("VEDEM_IMAGE_URL", vedemImageURL).Msg("get env")
|
||||
if os.Getenv("VEDEM_IMAGE_AK") == "" {
|
||||
return errors.Wrap(code.CVEnvMissedError, "VEDEM_IMAGE_AK missed")
|
||||
}
|
||||
if os.Getenv("VEDEM_IMAGE_SK") == "" {
|
||||
return errors.Wrap(code.CVEnvMissedError, "VEDEM_IMAGE_SK missed")
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
func getLogID(header http.Header) string {
|
||||
if len(header) == 0 {
|
||||
return ""
|
||||
}
|
||||
|
||||
logID, ok := header["X-Tt-Logid"]
|
||||
if !ok || len(logID) == 0 {
|
||||
return ""
|
||||
}
|
||||
return logID[0]
|
||||
}
|
||||
41
pkg/uixt/ai/cv_vedem_test.go
Normal file
41
pkg/uixt/ai/cv_vedem_test.go
Normal file
@@ -0,0 +1,41 @@
|
||||
//go:build localtest
|
||||
|
||||
package ai
|
||||
|
||||
import (
|
||||
"bytes"
|
||||
"fmt"
|
||||
"os"
|
||||
"testing"
|
||||
)
|
||||
|
||||
func TestGetImageFromBuffer(t *testing.T) {
|
||||
imagePath := "/Users/debugtalk/Downloads/s1.png"
|
||||
file, err := os.ReadFile(imagePath)
|
||||
if err != nil {
|
||||
t.Fatal(err)
|
||||
}
|
||||
buf := new(bytes.Buffer)
|
||||
buf.Read(file)
|
||||
|
||||
service := NewAIService(
|
||||
WithCVService(CVServiceTypeVEDEM),
|
||||
)
|
||||
cvResult, err := service.ReadFromBuffer(buf)
|
||||
if err != nil {
|
||||
t.Fatal(err)
|
||||
}
|
||||
fmt.Println(fmt.Sprintf("cvResult: %v", cvResult))
|
||||
}
|
||||
|
||||
func TestGetImageFromPath(t *testing.T) {
|
||||
imagePath := "/Users/debugtalk/Downloads/s1.png"
|
||||
service := NewAIService(
|
||||
WithCVService(CVServiceTypeVEDEM),
|
||||
)
|
||||
cvResult, err := service.ReadFromPath(imagePath)
|
||||
if err != nil {
|
||||
t.Fatal(err)
|
||||
}
|
||||
fmt.Println(fmt.Sprintf("cvResult: %v", cvResult))
|
||||
}
|
||||
20
pkg/uixt/ai/llm.go
Normal file
20
pkg/uixt/ai/llm.go
Normal file
@@ -0,0 +1,20 @@
|
||||
package ai
|
||||
|
||||
import "context"
|
||||
|
||||
type ILLMService interface {
|
||||
Call(ctx context.Context, prompt string) (string, error)
|
||||
}
|
||||
|
||||
func NewGPT4oLLMService() (*openaiLLMService, error) {
|
||||
if err := checkEnv(); err != nil {
|
||||
return nil, err
|
||||
}
|
||||
return &openaiLLMService{}, nil
|
||||
}
|
||||
|
||||
type openaiLLMService struct{}
|
||||
|
||||
func (s openaiLLMService) Call(ctx context.Context, prompt string) (string, error) {
|
||||
return "", nil
|
||||
}
|
||||
Reference in New Issue
Block a user