package face import ( "bytes" "encoding/json" "fmt" "io" "net/http" "strings" "time" "lone-services/pkg/utils" ) const faceEmbeddingDim = 512 type insightFaceResp struct { Embedding []float32 `json:"embedding"` Error string `json:"error"` } func GetFaceVector(imagePath string) ([]float32, error) { host := utils.GetConfigString("services.skin_py_face_host") apiPath := utils.GetConfigString("services.skin_py_face_path") if host == utils.StringEmpty || apiPath == utils.StringEmpty { return nil, fmt.Errorf("insightface config empty") } url := strings.TrimRight(host, "/") + apiPath body, err := json.Marshal(map[string]string{"path": imagePath}) if err != nil { return nil, fmt.Errorf("marshal request: %w", err) } req, err := http.NewRequest(http.MethodPost, url, bytes.NewReader(body)) if err != nil { return nil, fmt.Errorf("create request: %w", err) } req.Header.Set("Content-Type", "application/json") client := &http.Client{Timeout: 10 * time.Second} resp, err := client.Do(req) if err != nil { return nil, fmt.Errorf("request failed: %w", err) } defer resp.Body.Close() respBody, err := io.ReadAll(resp.Body) if err != nil { return nil, fmt.Errorf("read response: %w", err) } if resp.StatusCode != http.StatusOK { var errResp insightFaceResp _ = json.Unmarshal(respBody, &errResp) return nil, fmt.Errorf("face extraction failed (status %d): %s", resp.StatusCode, errResp.Error) } var result insightFaceResp if err = json.Unmarshal(respBody, &result); err != nil { return nil, fmt.Errorf("parse response: %w", err) } if len(result.Embedding) != faceEmbeddingDim { return nil, fmt.Errorf("invalid embedding dimension: %d", len(result.Embedding)) } return result.Embedding, nil }