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Home Backend Development Python Tutorial 全python项目,使用protobufThrift适合吗?

全python项目,使用protobufThrift适合吗?

Jun 06, 2016 pm 04:23 PM
python xmlrpc

我现在在做一个全python的集群项目,用的xmlrpc去做各服务通信。
但是xmlrpc的使用太恶心,而且异常全部转换成了xmlrpc的Fault类型。
很不好转换,所以想吧我们的通信库换一下。
但是其他人说,又不是跨语言,没必要用到这些东西,简单就行。
各位怎么看呢?

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早些年仔细研究过protobuf和thrift,并分别分享过。

ProtoBuf开发者指南:
gashero.yeax.com/?
在较长时期都是国内最全的一份翻译。

thrift也做过一份1万来字的文档,但并没有公布。

这两种序列化技术我都在实际项目中用过,2010年前后。在这之后就没有再用。

从序列化的角度,两者相似程度很高,效率方面也都是顶级的水平,无论是存储效率还是压缩/解包效率。

至于RPC方面,截至到2010年,protobuf没有官方的方案,thrift的则是线程池实现,经常卡死,很烂。所以至少那个时代,两者用做RPC都不靠谱。

最关键的问题来自如下几点:

1、难于调试:都是二进制协议,序列化后的内容不可读
2、安装繁琐恶心:都要安装很久,编译一堆东西
3、对多语言支持有限:最近几年新语言出的太快了
4、对WEB不友好:js没有原生支持

所以,逐渐就不用了。现在遇到类似的需求都是用HTTP里面封装JSON的。所以调用的请求用form提交,这样用网页上的表单就能模拟。返回的是一个dict,其中errnum表示错误码,0为成功。errmsg为错误信息,方便客户端调试。result为实际返回的数据。

这样的方式调试方便,兼容性好。虽然慢了不少,但其实人的效率更重要。

另外,年轻人要小心overdesign,也许你的应用终生都不会有大的性能压力。 protobuf只是一种serialization的协议,thrift才是一个完整的服务级别的rpc协议(最近grpc也开源了,基本等于Google的thrift,最近准备在go里面玩玩儿)

其实用Thrift省事儿多了,thrift文件作为一个service model是语言无关的,而且可以同时生成server和client,还自带type check。定义好接口,就可以专心去实现业务逻辑了。 可以,厂里一部分用的 Thrift protobuf我没有用过,但是做过一些功课,它的python库质量不错,个人觉得如果不是很有针对性的,特别适合xml的,倒是真可以用它。 现在 RPC 通信框架里比较成熟的就是 Thrift 了,是用C++实现的,我呆了两家互联网公司,都用这个。最早是 Facebook 写的,国内的话规模比较大的据我所知百度也在用。有个传言的八卦是 protobuffer 是早期在 Google 内部流行的,后来有员工跳槽到了 Facebook 才有了 Thrift。

Thrift 的 RPC 框架中像 block, nonblock 的功能都有了,protobuf 好像一心一意做好自己的事情,只提供了序列化和反序列化的功能。 所以你说要我来做抉择,肯定是上 Thrift。

况且,Thrift 一点也不复杂,定义一个传输接口的配置文件就完事了,后面的事情 Thrift 一条龙服务。 最近被GRPC搞到瘋,我是不會告訴你GRPC不支持Python 3的,啊哈哈哈哈 你知道Thrift发布多少年了,至今版本号仍然只是 0.9.2 吗?

老夫作为国内第一批吃螃蟹的,有半年基本上天天在帮别人解决thrift bug问题...后来果断弃坑,加入微软WCF大军。 我想知道有人用这个吗?
Cap'n Proto: Introduction
PS:有Python实现
Welcome to pycapnp’s documentation! thrift 有RPC。 protobuf 就今年Google刚开源grpc只不过还在alpha Thrift是我来现在的这家互联网公司,开始接触的,2007年Facebook发起的项目。
主要是用在后端 internal services,所在互联网公司,thrift是后端服务RPC通信的基础。对题主所在的项目应该是足够的。

同样也是基于python构建的主要后端服务,框架组开源了下面的对thrift封装的库,比较方便的构建服务和客户端的接入。
eleme/thriftpy · GitHub

定义如下pingpong.thrift
service PingPong {
    string ping(),
}
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