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python常用web框架性能测试(django,flask,bottle,tornado)

bottle / Django / flask / Python / tornado / web / 性能 / 框架 / 测试 admin 1浏览

测了一下django、flask、bottle、tornado 框架本身最简单的性能。对django的性能完全无语了。

django、flask、bottle 均使用gunicorn+gevent启动,单进程,并且关闭DEBUG,请求均只返回一个字符串ok。

tornado直接自己启动,其他内容一致。

测试软件为 siege,测试os为cenos6 64位,测试命令为:

siege-c100-r100-bhttp://127.0.0.1:5000/

django测试结果为:

Transactions:               10000hits
Availability:              100.00%
Elapsed time:               18.51secs
Data transferred:            0.02MB
Response time:                0.18secs
Transaction rate:          540.25trans/sec
Throughput:                0.00MB/sec
Concurrency:               99.35
Successful transactions:       10000
Failed transactions:               0
Longest transaction:            0.30
Shortest transaction:            0.12

django(去掉所有middleware)测试结果为:

“`
Transactions: 10000hits
Availability: 100.00%
Elapsed time: 12.97secs
Data transferred: 0.02MB
Response time: 0.13secs
Transaction rate: 771.01trans/sec
Throughput: 0.00MB/sec
Concurrency: 99.41
Successful transactions: 10000
Failed transactions: 0
Longest transaction: 0.28
Shortest transaction: 0.12


 flask测试结果为:

Transactions: 10000hits
Availability: 100.00%
Elapsed time: 5.47secs
Data transferred: 0.02MB
Response time: 0.05secs
Transaction rate: 1828.15trans/sec
Throughput: 0.00MB/sec
Concurrency: 96.25
Successful transactions: 10000
Failed transactions: 0
Longest transaction: 0.11
Shortest transaction: 0.00


 bottle测试结果为:

Transactions: 10000hits
Availability: 100.00%
Elapsed time: 4.55secs
Data transferred: 0.02MB
Response time: 0.04secs
Transaction rate: 2197.80trans/sec
Throughput: 0.00MB/sec
Concurrency: 96.81
Successful transactions: 10000
Failed transactions: 0
Longest transaction: 0.09
Shortest transaction: 0.00


 tornado测试结果为:

Transactions: 10000hits
Availability: 100.00%
Elapsed time: 7.06secs
Data transferred: 0.02MB
Response time: 0.07secs
Transaction rate: 1416.43trans/sec
Throughput: 0.00MB/sec
Concurrency: 99.51
Successful transactions: 10000
Failed transactions: 0
Longest transaction: 0.09
Shortest transaction: 0.01
“`

可见纯框架自身的性能为:

bottle > flask > tornado > django

结合实际使用:

  • tornado 使用了异步驱动,所以在写业务代码时如果稍有同步耗时性能就会急剧下降;
  • bottle需要自己实现的东西太多,加上之后不知道性能会怎样;
  • flask性能稍微差点,但周边的支持已经很丰富了;
  • django就不说了,性能已经没法看了,唯一的好处就是开发的架子都已经搭好,开发速度快很多

因为最近正在为一个项目选型发愁,所以就测了一下,记录在此吧。

PS: 2014-6-23 使用 centos6 64位 重新进行了测试,得出与生产环境更匹配的结果,并修改了文章。

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