| import json |
| from tqdm import tqdm |
| def check_text_fields(json_file_path): |
| """ |
| 检查JSON文件中所有字典的text字段是否为空 |
| |
| Args: |
| json_file_path (str): JSON文件路径 |
| """ |
| try: |
| |
| with open(json_file_path, 'r', encoding='utf-8') as f: |
| data = json.load(f) |
| |
| |
| if not isinstance(data, list): |
| raise ValueError("JSON文件应该包含一个列表") |
| |
| |
| errors = [] |
| for i, item in tqdm(enumerate(data)): |
| if not isinstance(item, dict): |
| errors.append(f"索引 {i}: 不是字典类型") |
| continue |
| |
| print(len(item['text'])) |
| if 'text' not in item: |
| errors.append(f"索引 {i}: 缺少text字段") |
| elif item['text'] is None or item['text'].strip() == '': |
| errors.append(f"索引 {i}: text字段为空") |
| else: |
| print(f"索引 {i}: text字段正常") |
| |
| |
| if errors: |
| print(f"发现 {len(errors)} 个错误:") |
| for error in errors: |
| print(f" - {error}") |
| raise ValueError("存在空的text字段") |
| else: |
| print("所有text字段都正常") |
| |
| except FileNotFoundError: |
| print(f"错误: 文件 {json_file_path} 不存在") |
| except json.JSONDecodeError: |
| print(f"错误: {json_file_path} 不是有效的JSON文件") |
| except Exception as e: |
| print(f"错误: {str(e)}") |
|
|
| |
| json_file_path = "/mnt/new_cpfs/zhubin/VideoX-Fun/datasets/TriData/step2_multi_style_data_2w.json" |
| check_text_fields(json_file_path) |
