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In modern advanced PHP development, Swoole brings more possibilities to PHP, such as: resident memory, coroutines, and the huge difference between the traditional Apache/FPM mode and the resident memory mode (synchronization) , I have done tests before, and everyone can intuitively feel the huge improvement in performance, but how much performance improvement has been brought after the arrival of the coroutine? What aspects of performance are improved? Let’s test it step by step.
Test articles on traditional Apache/FPM mode and resident memory mode (synchronization):
MixPHP comprehensive comparison test of concurrent performance
Comparison between coroutine mode and resident memory mode (synchronous)/traditional mode:
Resident mode/traditional mode are both synchronous blocking programming, because the same process Requests cannot be processed in parallel, so in order to improve concurrency, more processes can only be opened, usually more than 100 or more. Each process has a basic memory consumption, which adds up to a lot and is limited. Due to the limit on the total number of processes in Linux, the total number of concurrent processes cannot be exceeded. In addition, after there are too many processes, the CPU needs more thread switching, which wastes a lot of performance. Of course, compared with the traditional mode of FPM, which needs to start from scratch every time, the resident mode is still It's much better, but coroutines are obviously better.
Execution method of coroutine mode:
In coroutine mode, a process can execute N requests at the same time, but only one of them will be executed at the same time. That is to say, when executing to clients such as MySQL/Redis, due to the need to wait for the client's response, the resident mode/traditional mode is usually stupidly waiting for the response, and the coroutine will suspend the current coroutine at this time and switch to Other requests are processed in other coroutines, so the coroutine can handle N requests at the same time. Each additional request only needs to increase some memory consumption. Compared with increasing the memory consumption of a process, it is obviously much less, because the coroutine can Parallel processing, so usually you only need to configure the number of processes that is about 1 to 2 times the number of CPUs. Fewer processes bring less CPU thread switching and reduce a lot of performance losses.
MixPHP is a high-performance PHP framework based on Swoole's three-mode FPM, resident memory, and coroutine modes. Since the framework has both resident memory mode and coroutine mode, it can be easily Convenient test results.
Test environment:
docker container, limited to 1 CPU.
Other parameters are as follows:
Server Name: mix-httpd Framework Version: 1.1.0-RC PHP Version: 7.2.9 Swoole Version: 4.1.0 Listen Addr: 127.0.0.1 Listen Port: 9501
Code:
Simulate common HTTP development requirements and execute three SQL requests.
// 默认动作
public function actionIndex()
{
PDO::createCommand("select * from `test` where id = 1")->queryOne();
PDO::createCommand("select * from `test` where id = 2")->queryOne();
return PDO::createCommand("select * from `test` limit 5")->queryAll();
}
Resident memory mode (synchronous):
| Number of processes | Number of concurrency | RPS |
|---|---|---|
| 100 | 838.65 | |
| 300 | 683.78 | |
| 500 | 688.56 | |
| 100 | 770.69 | |
| 300 | 304.90 | |
| 300 | 378.95 |
| ##RPS | ||
|---|---|---|
| 834.12 | 8 | |
| 837.50 | ##8 | |
| 824.14 |
协程在本次测试中并没有像之前的传统 Apache/FPM 模式与常驻内存模式(同步)的测试一样展现出巨大的性能提升，说明：
常驻内存模式(同步)详细测试首先 8 个 Worker 进程，并发 100 测试，RPS 为 838.65。 C:\Users\EDZ>ab -n 10000 -c 100 http://www.a.com/ This is ApacheBench, Version 2.3 3d3b4d2d36ecdad9084894b1b5ed13e5 Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking www.a.com (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: nginx/1.13.9 Server Hostname: www.a.com Server Port: 80 Document Path: / Document Length: 101 bytes Concurrency Level: 100 Time taken for tests: 11.924 seconds Complete requests: 10000 Failed requests: 0 Total transferred: 2660000 bytes HTML transferred: 1010000 bytes Requests per second: 838.65 [#/sec] (mean) Time per request: 119.239 [ms] (mean) Time per request: 1.192 [ms] (mean, across all concurrent requests) Transfer rate: 217.85 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 0 0.2 0 4 Processing: 20 118 18.3 118 195 Waiting: 19 118 18.4 118 195 Total: 20 118 18.4 119 195 Percentage of the requests served within a certain time (ms) 50% 119 66% 126 75% 130 80% 133 90% 141 95% 147 98% 155 99% 161 100% 195 (longest request) 然后使用 8 个 Worker 进程，并发 300 测试，RPS 为 683.78。 C:\Users\EDZ>ab -n 10000 -c 300 http://www.a.com/ This is ApacheBench, Version 2.3 3d3b4d2d36ecdad9084894b1b5ed13e5 Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking www.a.com (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: nginx/1.13.9 Server Hostname: www.a.com Server Port: 80 Document Path: / Document Length: 101 bytes Concurrency Level: 300 Time taken for tests: 14.624 seconds Complete requests: 10000 Failed requests: 0 Total transferred: 2660000 bytes HTML transferred: 1010000 bytes Requests per second: 683.78 [#/sec] (mean) Time per request: 438.735 [ms] (mean) Time per request: 1.462 [ms] (mean, across all concurrent requests) Transfer rate: 177.62 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 0 30.0 0 3000 Processing: 62 432 493.4 354 3457 Waiting: 54 431 488.1 354 3455 Total: 62 433 494.1 354 3457 Percentage of the requests served within a certain time (ms) 50% 354 66% 373 75% 385 80% 392 90% 411 95% 432 98% 3170 99% 3266 100% 3457 (longest request) 然后使用 8 个 Worker 进程，并发 500 测试，RPS 为 688.56。 C:\Users\EDZ>ab -n 10000 -c 500 http://www.a.com/ This is ApacheBench, Version 2.3 3d3b4d2d36ecdad9084894b1b5ed13e5 Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking www.a.com (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: nginx/1.13.9 Server Hostname: www.a.com Server Port: 80 Document Path: / Document Length: 101 bytes Concurrency Level: 500 Time taken for tests: 14.523 seconds Complete requests: 10000 Failed requests: 0 Total transferred: 2660000 bytes HTML transferred: 1010000 bytes Requests per second: 688.56 [#/sec] (mean) Time per request: 726.150 [ms] (mean) Time per request: 1.452 [ms] (mean, across all concurrent requests) Transfer rate: 178.87 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 0 30.0 0 3000 Processing: 102 707 618.4 596 3632 Waiting: 89 703 605.6 595 3629 Total: 102 707 618.9 596 3633 Percentage of the requests served within a certain time (ms) 50% 596 66% 620 75% 635 80% 645 90% 679 95% 3125 98% 3401 99% 3495 100% 3633 (longest request) 现在调整为 50 进程，100 并发测试，RPS 为 770.69。 C:\Users\EDZ>ab -n 10000 -c 100 http://www.a.com/ This is ApacheBench, Version 2.3 3d3b4d2d36ecdad9084894b1b5ed13e5 Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking www.a.com (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: nginx/1.13.9 Server Hostname: www.a.com Server Port: 80 Document Path: / Document Length: 101 bytes Concurrency Level: 100 Time taken for tests: 12.975 seconds Complete requests: 10000 Failed requests: 0 Total transferred: 2660000 bytes HTML transferred: 1010000 bytes Requests per second: 770.69 [#/sec] (mean) Time per request: 129.754 [ms] (mean) Time per request: 1.298 [ms] (mean, across all concurrent requests) Transfer rate: 200.20 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 1 42.4 0 3000 Processing: 10 128 499.8 56 7137 Waiting: 10 127 495.8 55 7137 Total: 11 129 503.3 56 7137 Percentage of the requests served within a certain time (ms) 50% 56 66% 72 75% 86 80% 97 90% 133 95% 179 98% 312 99% 3052 100% 7137 (longest request) 50 进程，300 并发测试，RPS 为 304.90。 C:\Users\EDZ>ab -n 10000 -c 300 http://www.a.com/ This is ApacheBench, Version 2.3 3d3b4d2d36ecdad9084894b1b5ed13e5 Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking www.a.com (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: nginx/1.13.9 Server Hostname: www.a.com Server Port: 80 Document Path: / Document Length: 101 bytes Concurrency Level: 300 Time taken for tests: 32.798 seconds Complete requests: 10000 Failed requests: 0 Total transferred: 2660000 bytes HTML transferred: 1010000 bytes Requests per second: 304.90 [#/sec] (mean) Time per request: 983.942 [ms] (mean) Time per request: 3.280 [ms] (mean, across all concurrent requests) Transfer rate: 79.20 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 3 90.0 0 3001 Processing: 25 976 1339.8 189 3694 Waiting: 23 954 1316.5 188 3691 Total: 25 979 1341.0 189 3694 Percentage of the requests served within a certain time (ms) 50% 189 66% 289 75% 3094 80% 3113 90% 3184 95% 3249 98% 3315 99% 3375 100% 3694 (longest request) 50 进程，500 并发测试，RPS 为 378.95。 C:\Users\EDZ>ab -n 10000 -c 500 http://www.a.com/ This is ApacheBench, Version 2.3 3d3b4d2d36ecdad9084894b1b5ed13e5 Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking www.a.com (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: nginx/1.13.9 Server Hostname: www.a.com Server Port: 80 Document Path: / Document Length: 101 bytes Concurrency Level: 500 Time taken for tests: 26.389 seconds Complete requests: 10000 Failed requests: 0 Total transferred: 2660000 bytes HTML transferred: 1010000 bytes Requests per second: 378.95 [#/sec] (mean) Time per request: 1319.431 [ms] (mean) Time per request: 2.639 [ms] (mean, across all concurrent requests) Transfer rate: 98.44 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 2 79.4 0 3001 Processing: 64 1306 1434.7 341 3962 Waiting: 17 1224 1391.4 321 3959 Total: 65 1308 1435.2 342 3963 Percentage of the requests served within a certain time (ms) 50% 342 66% 3142 75% 3168 80% 3195 90% 3292 95% 3374 98% 3467 99% 3516 100% 3963 (longest request) 协程模式详细测试首先 8 个 Worker 进程，并发 100 测试，RPS 为 834.12。 C:\Users\EDZ>ab -n 10000 -c 100 http://www.a.com/ This is ApacheBench, Version 2.3 3d3b4d2d36ecdad9084894b1b5ed13e5 Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking www.a.com (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: nginx/1.13.9 Server Hostname: www.a.com Server Port: 80 Document Path: / Document Length: 101 bytes Concurrency Level: 100 Time taken for tests: 11.989 seconds Complete requests: 10000 Failed requests: 0 Total transferred: 2660000 bytes HTML transferred: 1010000 bytes Requests per second: 834.12 [#/sec] (mean) Time per request: 119.886 [ms] (mean) Time per request: 1.199 [ms] (mean, across all concurrent requests) Transfer rate: 216.68 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 0 0.3 0 4 Processing: 84 119 9.8 122 165 Waiting: 84 119 9.8 122 164 Total: 84 119 9.8 123 165 Percentage of the requests served within a certain time (ms) 50% 123 66% 124 75% 125 80% 125 90% 126 95% 128 98% 131 99% 137 100% 165 (longest request) 然后使用 8 个 Worker 进程，并发 300 测试，RPS 为 837.50。 C:\Users\EDZ>ab -n 10000 -c 300 http://www.a.com/ This is ApacheBench, Version 2.3 3d3b4d2d36ecdad9084894b1b5ed13e5 Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking www.a.com (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: nginx/1.13.9 Server Hostname: www.a.com Server Port: 80 Document Path: / Document Length: 101 bytes Concurrency Level: 300 Time taken for tests: 11.940 seconds Complete requests: 10000 Failed requests: 0 Total transferred: 2660000 bytes HTML transferred: 1010000 bytes Requests per second: 837.50 [#/sec] (mean) Time per request: 358.207 [ms] (mean) Time per request: 1.194 [ms] (mean, across all concurrent requests) Transfer rate: 217.55 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 1 42.4 0 3001 Processing: 86 354 1043.0 161 7172 Waiting: 86 344 1011.9 160 7172 Total: 86 355 1044.5 161 7172 Percentage of the requests served within a certain time (ms) 50% 161 66% 182 75% 199 80% 212 90% 251 95% 302 98% 6103 99% 6135 100% 7172 (longest request) 然后使用 8 个 Worker 进程，并发 500 测试，RPS 为 824.14。 C:\Users\EDZ>ab -n 10000 -c 500 http://www.a.com/ This is ApacheBench, Version 2.3 3d3b4d2d36ecdad9084894b1b5ed13e5 Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking www.a.com (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: nginx/1.13.9 Server Hostname: www.a.com Server Port: 80 Document Path: / Document Length: 101 bytes Concurrency Level: 500 Time taken for tests: 12.134 seconds Complete requests: 10000 Failed requests: 0 Total transferred: 2660000 bytes HTML transferred: 1010000 bytes Requests per second: 824.14 [#/sec] (mean) Time per request: 606.690 [ms] (mean) Time per request: 1.213 [ms] (mean, across all concurrent requests) Transfer rate: 214.08 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 0 0.3 0 4 Processing: 92 332 585.3 198 6931 Waiting: 91 331 585.5 196 6931 Total: 92 332 585.3 198 6931 Percentage of the requests served within a certain time (ms) 50% 198 66% 242 75% 284 80% 334 90% 587 95% 932 98% 1216 99% 2390 100% 6931 (longest request) 相关推荐： |
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