package vision import ( "fmt" "os" "os/exec" "path/filepath" "strings" ) // GenerateImagePreview 生成图片预览 // 支持缩放并裁剪以填充指定尺寸 (Fill 模式) func GenerateImagePreview(srcPath, outPath string, width, height int) error { // 使用统一的 Load() 加载,内部已处理好 HEIC/sips/FFmpeg 的复杂格式兼容 c, err := Load(srcPath) if err != nil { return err } c.Fill(width, height) if strings.HasSuffix(strings.ToLower(outPath), ".webp") { // 借用 FFmpeg 将生成的画布转为高质量 WebP tmpFile := filepath.Join(os.TempDir(), fmt.Sprintf("preview_%d.png", os.Getpid())) defer os.Remove(tmpFile) if err := Save(c, tmpFile); err != nil { return err } v, err := NewVideo() if err == nil { cmd := exec.Command(v.FFmpegPath, "-i", tmpFile, "-c:v", "libwebp", "-quality", "80", "-y", outPath) if err := cmd.Run(); err == nil { return nil } } } return Save(c, outPath) } // GenerateVideoPreview 生成视频预览 (动态 WebP) // 支持缩放并裁剪以填充指定尺寸 (Fill 模式) func GenerateVideoPreview(videoPath, outPath string, width, height int) error { v, err := NewVideo() if err != nil { return err } duration, err := getVideoDuration(videoPath) if err != nil { return err } // 动态计算帧数: 适合交给大模型 (VLM) 处理 // 避免过多的帧浪费 Token,每 30 秒 1 帧,最少 3 帧,最多 8 帧 frameCount := int(duration / 30.0) if frameCount < 3 { frameCount = 3 } else if frameCount > 8 { frameCount = 8 } // 在 10% 到 90% 之间均匀采样,跳过片头片尾的可能黑屏 times := make([]float64, frameCount) if frameCount == 1 { times[0] = duration * 0.5 } else { for i := 0; i < frameCount; i++ { times[i] = duration * (0.10 + 0.80*(float64(i)/float64(frameCount-1))) } } tmpDir, _ := os.MkdirTemp("", "frames") defer os.RemoveAll(tmpDir) // 使用 ffmpeg 的 scale 和 crop 滤镜实现 Fill 效果 vf := fmt.Sprintf("scale=%d:%d:force_original_aspect_ratio=increase,crop=%d:%d", width, height, width, height) for i, t := range times { framePath := filepath.Join(tmpDir, fmt.Sprintf("frame_%02d.png", i)) // 使用 -ss 快速 seek,性能极高 cmd := exec.Command(v.FFmpegPath, "-ss", fmt.Sprintf("%f", t), "-i", videoPath, "-frames:v", "1", "-vf", vf, "-y", framePath) if err := cmd.Run(); err != nil { return err } } // 生成 WebP 动画,每秒 1 帧 (1000ms 间隔,让大模型能看清每一帧) cmd := exec.Command(v.FFmpegPath, "-framerate", "1", "-i", filepath.Join(tmpDir, "frame_%02d.png"), "-c:v", "libwebp", "-lossless", "0", "-quality", "70", "-loop", "0", "-y", outPath) return cmd.Run() } // GenerateAudioPreview 提取 3 分钟内的音频用于预览或语音转写 // 格式: Ogg Opus, 16kHz, 单声道, 12kbps (极致压缩,保留人声特征) func GenerateAudioPreview(mediaPath, outPath string) error { v, err := NewVideo() if err != nil { return err } // -vn: 禁用视频 // -c:a libopus: 高效音频压缩 // -ar 16000: 采样率 16k (转写标准) // -ac 1: 单声道 // -b:a 12k: 极致压缩 // -t 180: 最长 180 秒 (足以获得内容概要) cmd := exec.Command(v.FFmpegPath, "-i", mediaPath, "-vn", "-c:a", "libopus", "-ar", "16000", "-ac", "1", "-b:a", "12k", "-t", "180", "-y", outPath) return cmd.Run() } func getVideoDuration(videoPath string) (float64, error) { out, err := exec.Command("ffprobe", "-v", "error", "-show_entries", "format=duration", "-of", "default=noprint_wrappers=1:nokey=1", videoPath).Output() if err != nil { return 0, err } var duration float64 _, err = fmt.Sscanf(strings.TrimSpace(string(out)), "%f", &duration) return duration, err }