import os import json import argparse def check_file(path): with open(path, "r", encoding="utf-8") as f: data = json.load(f) # 这里假设每个文件是一个 JSON 数组 total = len(data) # 转换成字符串来判断重复(保证字典可哈希) unique = len({json.dumps(item, sort_keys=True) for item in data}) duplicates = total - unique return total, duplicates def main(): parser = argparse.ArgumentParser(description="Check JSON array dataset files for row count and duplicates.") parser.add_argument("folder", help="Folder containing the JSON files") args = parser.parse_args() folder = args.folder for fname in sorted(os.listdir(folder)): fpath = os.path.join(folder, fname) if not os.path.isfile(fpath): continue if not fname.endswith(".json"): continue try: total, duplicates = check_file(fpath) print(f"{fname:25} rows={total:6} duplicates={duplicates:4}") except Exception as e: print(f"{fname:25} [ERROR: {e}]") if __name__ == "__main__": main()