Support custom frame output root
Browse files
scripts/extract_vlac2_release_frames.py
CHANGED
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@@ -23,6 +23,7 @@ from vlac2_release_common import (
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infer_main_path_from_row,
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load_json,
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normalize_main_path,
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)
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try:
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@@ -35,6 +36,11 @@ try:
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except ImportError:
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imageio = None
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@dataclass(frozen=True)
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class EpisodeSpec:
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@@ -43,7 +49,7 @@ class EpisodeSpec:
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def parse_args() -> argparse.Namespace:
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parser = argparse.ArgumentParser(
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description="Extract the portable VLAC2 release benchmark episodes into
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)
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parser.add_argument(
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"--data-root",
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@@ -51,6 +57,12 @@ def parse_args() -> argparse.Namespace:
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required=True,
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help="Directory containing the extracted raw benchmark videos.",
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)
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parser.add_argument("--jobs", type=int, default=max(1, (os.cpu_count() or 8) // 2))
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parser.add_argument(
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"--overwrite-existing",
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@@ -64,10 +76,18 @@ def bundled_release_root() -> Path:
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return SCRIPT_DIR.parent.resolve()
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def require_decoder() -> None:
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if cv2 is None and imageio is None:
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raise SystemExit(
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"No video decoder available. Install opencv-python or imageio before running frame extraction."
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)
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@@ -240,6 +260,25 @@ def extract_with_imageio(source_video: Path, output_dir: Path) -> int:
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return frame_idx
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def extract_one_video(source_video: Path, output_dir: Path, overwrite_existing: bool) -> dict[str, Any]:
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if not overwrite_existing and is_complete(output_dir, source_video):
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manifest = json.loads(manifest_path_for(output_dir).read_text(encoding="utf-8"))
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@@ -254,9 +293,14 @@ def extract_one_video(source_video: Path, output_dir: Path, overwrite_existing:
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clear_output_dir(output_dir)
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if cv2 is not None:
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frame_count = extract_with_cv2(source_video, output_dir)
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if frame_count == 0 and imageio is not None:
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clear_output_dir(output_dir)
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frame_count = extract_with_imageio(source_video, output_dir)
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elif imageio is not None:
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frame_count = extract_with_imageio(source_video, output_dir)
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else:
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@@ -282,8 +326,8 @@ def main() -> None:
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benchmark_root = (release_root / "benchmark_splits").resolve()
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if not benchmark_root.exists():
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raise SystemExit(f"Missing benchmark_splits under {release_root}")
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data_root = args.data_root
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output_root = (
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ensure_generated_marker(output_root)
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benchmark_paths = benchmark_files_from_root(benchmark_root)
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infer_main_path_from_row,
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load_json,
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normalize_main_path,
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PORTABLE_IMAGE_ROOT,
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)
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try:
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except ImportError:
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imageio = None
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try:
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import av # type: ignore
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except ImportError:
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av = None
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@dataclass(frozen=True)
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class EpisodeSpec:
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def parse_args() -> argparse.Namespace:
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parser = argparse.ArgumentParser(
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description="Extract the portable VLAC2 release benchmark episodes into a JPG tree."
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)
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parser.add_argument(
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"--data-root",
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required=True,
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help="Directory containing the extracted raw benchmark videos.",
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)
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parser.add_argument(
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"--frames-root",
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type=Path,
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default=PORTABLE_IMAGE_ROOT,
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help="Directory where extracted benchmark frames will be written. Defaults to _extracted_frames under the release directory.",
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)
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parser.add_argument("--jobs", type=int, default=max(1, (os.cpu_count() or 8) // 2))
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parser.add_argument(
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"--overwrite-existing",
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return SCRIPT_DIR.parent.resolve()
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def resolve_data_root(raw_arg: Path, release_root: Path) -> Path:
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return raw_arg.resolve() if raw_arg.is_absolute() else (release_root / raw_arg).resolve()
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def resolve_frames_root(raw_arg: Path, release_root: Path) -> Path:
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return raw_arg.resolve() if raw_arg.is_absolute() else (release_root / raw_arg).resolve()
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def require_decoder() -> None:
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if cv2 is None and imageio is None and av is None:
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raise SystemExit(
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"No video decoder available. Install opencv-python, PyAV, or imageio before running frame extraction."
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)
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return frame_idx
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def extract_with_av(source_video: Path, output_dir: Path) -> int:
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assert av is not None
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container = av.open(str(source_video))
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temp_paths: list[Path] = []
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frame_idx = 0
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try:
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for frame in container.decode(video=0):
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temp_path = output_dir / f"frame_{frame_idx:06d}.jpg"
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frame.to_image().save(temp_path, format="JPEG")
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temp_paths.append(temp_path)
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frame_idx += 1
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finally:
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container.close()
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for idx, temp_path in enumerate(temp_paths):
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temp_path.rename(output_dir / f"{idx}-{frame_idx}.jpg")
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return frame_idx
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def extract_one_video(source_video: Path, output_dir: Path, overwrite_existing: bool) -> dict[str, Any]:
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if not overwrite_existing and is_complete(output_dir, source_video):
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manifest = json.loads(manifest_path_for(output_dir).read_text(encoding="utf-8"))
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clear_output_dir(output_dir)
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if cv2 is not None:
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frame_count = extract_with_cv2(source_video, output_dir)
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if frame_count == 0 and av is not None:
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clear_output_dir(output_dir)
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frame_count = extract_with_av(source_video, output_dir)
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if frame_count == 0 and imageio is not None:
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clear_output_dir(output_dir)
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frame_count = extract_with_imageio(source_video, output_dir)
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elif av is not None:
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frame_count = extract_with_av(source_video, output_dir)
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elif imageio is not None:
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frame_count = extract_with_imageio(source_video, output_dir)
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else:
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benchmark_root = (release_root / "benchmark_splits").resolve()
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if not benchmark_root.exists():
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raise SystemExit(f"Missing benchmark_splits under {release_root}")
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data_root = resolve_data_root(args.data_root, release_root)
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output_root = resolve_frames_root(args.frames_root, release_root)
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ensure_generated_marker(output_root)
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benchmark_paths = benchmark_files_from_root(benchmark_root)
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