import os import os.path as osp from PIL import Image import json from shutil import copyfile def check_txt_files(directory): corrupted_files = [] for dirpath, dirnames, filenames in os.walk(directory): for filename in filenames: if filename.lower().endswith('.txt'): file_path = os.path.join(dirpath, filename) try: with open(file_path, 'r', encoding='utf-8') as f: content = f.read() # 可以添加内容验证逻辑,比如检查是否有乱码 except UnicodeDecodeError: print(f"编码错误或损坏:{file_path}") corrupted_files.append(file_path) except Exception as e: print(f"读取异常:{file_path},错误:{e}") corrupted_files.append(file_path) return corrupted_files def check_images_files(root_directory): corrupted_files = [] for dirpath, dirnames, filenames in os.walk(root_directory): if 'cubemap' in dirpath: continue for filename in filenames: file_path = os.path.join(dirpath, filename) if file_path.endswith('.png'): try: with Image.open(file_path) as img: img.verify() # 验证图片完整性 except (IOError, SyntaxError) as e: print(f"损坏的图片:{file_path}") corrupted_files.append(file_path) return corrupted_files if __name__ == '__main__': CHECK_IMAGE_FILES = False CHECK_TEXT_FILES = False CHECK_IMAGE_FILES_SCENE_BY_SCENE = False REMOVE_CORRUPTED_FILES = True # 替换为你的根目录路径 root = '/mnt/xuyuanxiong/projects/DreamCube-Flux-Private/data/Structured3D/code' data_dir = osp.join(root, 'Structured3D') temp_dir = osp.join(root, 'TEMP') json_file = osp.join(root, 'corrupted_images.json') if CHECK_IMAGE_FILES: corrupted_files = check_images_files(data_dir) print("损坏的图片文件有:") for file in corrupted_files: print(file) if CHECK_TEXT_FILES: corrupted_txt_files = check_txt_files(data_dir) print("损坏的文本文件有:") for file in corrupted_txt_files: print(file) if CHECK_IMAGE_FILES_SCENE_BY_SCENE: for i in range(3470, 3479 + 1): scene_dir = osp.join(data_dir, f'scene_{i:05d}/2D_rendering/') os.system(f'cd {scene_dir}; ls -lR | grep "^-" | wc -l') corrupted_files = check_images_files(scene_dir) print("损坏的图片文件有:") for file in corrupted_files: print(file) if REMOVE_CORRUPTED_FILES: with open(json_file, 'r') as fio: filelist = json.load(fio) for i, f in enumerate(filelist): file_path = osp.join(root, f) if osp.exists(file_path): print(file_path) if 'full' in f: temp_path = osp.join(temp_dir, f) os.makedirs(osp.dirname(temp_path), exist_ok=True) copyfile(file_path, temp_path) os.remove(file_path)