Python---序列化的模块pickle(标准模块)

本文探讨了Python2与Python3中pickle模块的兼容性问题,特别是在不同版本间序列化和反序列化数据时遇到的挑战。通过设置pickle的protocol参数为2,可以确保在Python2和Python3之间互操作的pickle文件能够被正确解析。

摘要生成于 C知道 ,由 DeepSeek-R1 满血版支持, 前往体验 >

Python3

python2与python3保存的pickle文件不兼容问题

# -*- coding:utf-8 -*-
try:
    import cPickle as pickle
except ImportError:
    import pickle

cookies_file = "{0}.cookies".format("liudon")
with open(cookies_file, 'wb') as f:
    pickle.dump({"name": "liu"}, f, protocol=2)
with open(cookies_file, 'rb') as f:
    cookies = pickle.load(f)
print cookies      # 结果:{'name': 'liu'}

pickle.dump({"name": "liu"}, open(cookies_file, 'wb'), protocol=2)
cookies = pickle.load(open(cookies_file, 'rb'))
print cookies      # 结果:{'name': 'liu'}
try:
    import cPickle as pickle
except ImportError:
    import pickle

# 在python3中序列化Python2不能识别,这时只要在python3中这样序列化:
with open('data.pkl', 'wb') as f:
    pickle.dump(message, f, protocol=2)

# 这样序列化后的message在Python2里面就能读取
with open('data.pkl', 'rb') as f:
    samples, labels = pickle.load(f)

# 参考:https://www.cnblogs.com/pprp/p/9518757.html
# 参考:https://blog.youkuaiyun.com/c_daofeng/article/details/81129621
# 参考:http://www.worldwarner.com/plus/view.php?aid=20406

https://www.cnblogs.com/fmgao-technology/p/9078918.html

https://www.cnblogs.com/abobo/p/8080447.html

https://www.jb51.net/article/135407.htm

https://www.cnblogs.com/lincappu/p/8296078.html

评论
添加红包

请填写红包祝福语或标题

红包个数最小为10个

红包金额最低5元

当前余额3.43前往充值 >
需支付:10.00
成就一亿技术人!
领取后你会自动成为博主和红包主的粉丝 规则
hope_wisdom
发出的红包
实付
使用余额支付
点击重新获取
扫码支付
钱包余额 0

抵扣说明:

1.余额是钱包充值的虚拟货币,按照1:1的比例进行支付金额的抵扣。
2.余额无法直接购买下载,可以购买VIP、付费专栏及课程。

余额充值