# Copyright (c) Opendatalab. All rights reserved. import hashlib import json def bytes_md5(file_bytes): hasher = hashlib.md5() hasher.update(file_bytes) return hasher.hexdigest().upper() def str_md5(input_string): hasher = hashlib.md5() # 在Python3中,需要将字符串转化为字节对象才能被哈希函数处理 input_bytes = input_string.encode('utf-8') hasher.update(input_bytes) return hasher.hexdigest() def str_sha256(input_string): hasher = hashlib.sha256() # 在Python3中,需要将字符串转化为字节对象才能被哈希函数处理 input_bytes = input_string.encode('utf-8') hasher.update(input_bytes) return hasher.hexdigest() def dict_md5(d): json_str = json.dumps(d, sort_keys=True, ensure_ascii=False) return hashlib.md5(json_str.encode('utf-8')).hexdigest()