<div dir="ltr"><div dir="ltr">Hi,</div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Wed, Nov 18, 2020 at 9:17 AM Liu, Qiao <<a href="mailto:qiao.liu@intel.com">qiao.liu@intel.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">Hi, Mikhail Isachenkov:<br>
Great thanks for reply, I use wrk to do the test, please see below link for wrk script and nginx config file<br>
<a href="https://gist.github.com/qiaoliu78/75e7710a02c3346d22ddda04cea83b97" rel="noreferrer" target="_blank">https://gist.github.com/qiaoliu78/75e7710a02c3346d22ddda04cea83b97</a><br>
I use 2 different E5 8280 servers, each with 2 Mellanox 100GB cards bound and directly connected, one server run Nginx the other server run WRK. I also run the test on same server, but seems can not prove anything. Below is the result<br>
Run wrk and nginx on same server:<br>
<br>
112 threads and 10000 connections<br>
Thread Stats Avg Stdev Max +/- Stdev<br>
Latency 57.24ms 248.60ms 8.09s 95.49%<br></blockquote><div><br></div><div><div>There is something wrong here.</div><div>How come the Stdev value is bigger than Avg value ?! Does that mean that some responses have been sent before their request came to Nginx, i.e. they have negative latency ?!</div></div><div> </div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
Connect 269.96ms 450.84ms 1.07s 74.07%<br>
Delay 20.80ms 133.16ms 1.99s 99.08%<br>
Req/Sec 812.77 749.04 3.90k 76.18%<br>
Latency Distribution<br>
50.00% 8.28ms<br>
75.00% 9.28ms<br>
90.00% 19.02ms<br>
99.00% 1.36s<br>
99.90% 2.76s<br>
99.99% 4.63s<br>
Connect Distribution<br>
50.00% 346.00us<br>
75.00% 1.00s<br>
90.00% 1.04s<br>
99.00% 1.06s<br>
99.90% 1.07s<br>
99.99% 1.07s<br>
Delay Distribution<br>
50.00% 6.60ms<br>
75.00% 7.53ms<br>
90.00% 9.92ms<br>
99.00% 45.82ms<br>
99.90% 1.55s<br>
99.99% 1.82s<br>
2247253 requests in 1.00m, 2.14TB read<br>
Socket errors: connect 0, read 376, write 0, pconn 581, nodata 0, timeout 19, connect_timeout 2419, delay_timeout 1178<br>
Requests/sec: 37389.74<br>
Transfer/sec: 36.53GB<br>
<br>
<br>
Run nginx and wrk on two different server:<br>
112 threads and 10000 connections<br>
Thread Stats Avg Stdev Max +/- Stdev<br>
Latency 1.27s 879.93ms 9.84s 76.66%<br>
Connect 8.49ms 16.28ms 99.52ms 90.27%<br>
Delay 740.14ms 597.38ms 2.00s 48.97%<br>
Req/Sec 73.41 32.15 2.06k 68.31%<br>
Latency Distribution<br>
50.00% 1.24s<br>
75.00% 1.67s<br>
90.00% 2.16s<br>
99.00% 4.40s<br>
99.90% 7.74s<br>
99.99% 9.11s<br>
Connect Distribution<br>
50.00% 2.71ms<br>
75.00% 4.43ms<br>
90.00% 24.43ms<br>
99.00% 84.09ms<br>
99.90% 99.25ms<br>
99.99% 99.51ms<br>
Delay Distribution<br>
50.00% 747.60ms<br>
75.00% 1.29s<br>
90.00% 1.51s<br>
99.00% 1.85s<br>
99.90% 1.98s<br>
99.99% 2.00s<br>
487468 requests in 1.00m, 476.98GB read<br>
Socket errors: connect 0, read 0, write 0, pconn 1, nodata 0, timeout 9, conne ct_timeout 0, delay_timeout 6912<br>
Requests/sec: 8110.10<br>
Transfer/sec: 7.94GB<br>
<br>
Thanks <br>
LQ<br>
-----Original Message-----<br>
From: Mikhail Isachenkov <<a href="mailto:mikhail.isachenkov@nginx.com" target="_blank">mikhail.isachenkov@nginx.com</a>> <br>
Sent: Tuesday, November 17, 2020 5:09 PM<br>
To: <a href="mailto:nginx-devel@nginx.org" target="_blank">nginx-devel@nginx.org</a>; Liu, Qiao <<a href="mailto:qiao.liu@intel.com" target="_blank">qiao.liu@intel.com</a>><br>
Subject: Re: [PATCH] Use BPF to distribute packet to different work thread.<br>
<br>
Hi Liu Quao,<br>
<br>
Looks like you didn't receive my answer for some reason. You can find it in maillist archive:<br>
<a href="http://mailman.nginx.org/pipermail/nginx-devel/2020-September/013483.html" rel="noreferrer" target="_blank">http://mailman.nginx.org/pipermail/nginx-devel/2020-September/013483.html</a><br>
<br>
And let me quote it a little:<br>
<br>
a) please share your test stand/test scripts/nginx configuration<br>
b) did you perform any tests with server and client running on the same server?<br>
<br>
17.11.2020 03:34, Liu, Qiao пишет:<br>
> Hi, what is the result of this patch set now?<br>
> Thanks<br>
> LQ<br>
> <br>
> -----Original Message-----<br>
> From: Liu, Qiao<br>
> Sent: Thursday, September 24, 2020 8:59 AM<br>
> To: <a href="mailto:nginx-devel@nginx.org" target="_blank">nginx-devel@nginx.org</a><br>
> Subject: RE: [PATCH] Use BPF to distribute packet to different work thread.<br>
> <br>
> Remove printf<br>
> <br>
> # HG changeset patch<br>
> # User Liu Qiao <<a href="mailto:qiao.liu@intel.com" target="_blank">qiao.liu@intel.com</a>><br>
> # Date 1599735293 14400<br>
> # Thu Sep 10 06:54:53 2020 -0400<br>
> # Node ID c2eabe9168d0cbefc030807a0808568d86c93e4f<br>
> # Parent da5e3f5b16733167142b599b6af3ce9469a07d52<br>
> Use BPF to distribute packet to different work thread.<br>
> Use Berkeley Packet Filter to get packet queue_mapping number, and use this queue_mapping number to distribute the packet to different work thread, this will improve CPU utilization and http latency.<br>
> Author: Samudrala, Sridhar <<a href="mailto:sridhar.samudrala@intel.com" target="_blank">sridhar.samudrala@intel.com</a>><br>
> <br>
> diff -r da5e3f5b1673 -r c2eabe9168d0 auto/os/linux<br>
> --- a/auto/os/linux Wed Sep 02 23:13:36 2020 +0300<br>
> +++ b/auto/os/linux Thu Sep 10 06:54:53 2020 -0400<br>
> @@ -32,6 +32,10 @@<br>
> have=NGX_HAVE_POSIX_FADVISE . auto/nohave fi<br>
> <br>
> +if [ $version -lt 263680 ]; then<br>
> + have=NGX_HAVE_REUSEPORT_CBPF . auto/nohave fi<br>
> +<br>
> # epoll, EPOLLET version<br>
> <br>
> ngx_feature="epoll"<br>
> diff -r da5e3f5b1673 -r c2eabe9168d0 auto/unix<br>
> --- a/auto/unix Wed Sep 02 23:13:36 2020 +0300<br>
> +++ b/auto/unix Thu Sep 10 06:54:53 2020 -0400<br>
> @@ -331,6 +331,17 @@<br>
> ngx_feature_test="setsockopt(0, SOL_SOCKET, SO_REUSEPORT, NULL, 0)"<br>
> . auto/feature<br>
> <br>
> +ngx_feature="SO_REUSEPORT_CBPF"<br>
> +ngx_feature_name="NGX_HAVE_REUSEPORT_CBPF"<br>
> +ngx_feature_run=no<br>
> +ngx_feature_incs="#include <sys/socket.h><br>
> + #include <linux/filter.h><br>
> + #include <error.h>"<br>
> +ngx_feature_path=<br>
> +ngx_feature_libs=<br>
> +ngx_feature_test="setsockopt(0, SOL_SOCKET, SO_ATTACH_REUSEPORT_CBPF, NULL, 0)"<br>
> +. auto/feature<br>
> +<br>
> <br>
> ngx_feature="SO_ACCEPTFILTER"<br>
> ngx_feature_name="NGX_HAVE_DEFERRED_ACCEPT"<br>
> diff -r da5e3f5b1673 -r c2eabe9168d0 src/core/ngx_connection.c<br>
> --- a/src/core/ngx_connection.c Wed Sep 02 23:13:36 2020 +0300<br>
> +++ b/src/core/ngx_connection.c Thu Sep 10 06:54:53 2020 -0400<br>
> @@ -8,7 +8,10 @@<br>
> #include <ngx_config.h><br>
> #include <ngx_core.h><br>
> #include <ngx_event.h><br>
> -<br>
> +#if (NGX_HAVE_REUSEPORT_CBPF)<br>
> +#include <linux/filter.h><br>
> +#include <error.h><br>
> +#endif<br>
> <br>
> ngx_os_io_t ngx_io;<br>
> <br>
> @@ -708,6 +711,35 @@<br>
> return NGX_OK;<br>
> }<br>
> <br>
> +#if(NGX_HAVE_REUSEPORT)<br>
> +#if(NGX_HAVE_REUSEPORT_CBPF)<br>
> +#ifndef ARRAY_SIZE<br>
> +#define ARRAY_SIZE(arr) (sizeof(arr) / sizeof((arr)[0])) #endif<br>
> +<br>
> +static ngx_int_t attach_bpf(int fd, uint16_t n) {<br>
> + struct sock_filter code[] = {<br>
> + /* A = skb->queue_mapping */<br>
> + { BPF_LD | BPF_W | BPF_ABS, 0, 0, SKF_AD_OFF + SKF_AD_QUEUE },<br>
> + /* A = A % n */<br>
> + { BPF_ALU | BPF_MOD, 0, 0, n },<br>
> + /* return A */<br>
> + { BPF_RET | BPF_A, 0, 0, 0 },<br>
> + };<br>
> + struct sock_fprog p = {<br>
> + .len = ARRAY_SIZE(code),<br>
> + .filter = code,<br>
> + };<br>
> +<br>
> + if (setsockopt(fd, SOL_SOCKET, SO_ATTACH_REUSEPORT_CBPF, &p, sizeof(p)))<br>
> + return NGX_ERROR;<br>
> + else<br>
> + return NGX_OK;<br>
> +}<br>
> +#endif<br>
> +#endif<br>
> +<br>
> <br>
> void<br>
> ngx_configure_listening_sockets(ngx_cycle_t *cycle) @@ -719,6 +751,11 @@ #if (NGX_HAVE_DEFERRED_ACCEPT && defined SO_ACCEPTFILTER)<br>
> struct accept_filter_arg af;<br>
> #endif<br>
> +#if (NGX_HAVE_REUSEPORT)<br>
> +#if (NGX_HAVE_REUSEPORT_CBPF)<br>
> + ngx_core_conf_t* ccf ;<br>
> +#endif<br>
> +#endif<br>
> <br>
> ls = cycle->listening.elts;<br>
> for (i = 0; i < cycle->listening.nelts; i++) { @@ -1011,6 +1048,31 @@<br>
> }<br>
> <br>
> #endif<br>
> +#if (NGX_HAVE_REUSEPORT)<br>
> +#if (NGX_HAVE_REUSEPORT_CBPF)<br>
> + if(ls[i].reuseport)<br>
> + {<br>
> + ccf = (ngx_core_conf_t *) ngx_get_conf(cycle->conf_ctx,ngx_core_module);<br>
> + if(ccf)<br>
> + {<br>
> + if( NGX_OK == attach_bpf(ls[i].fd, ccf->worker_processes) )<br>
> + {<br>
> + ngx_log_error(NGX_LOG_INFO,cycle->log ,ngx_socket_errno,\<br>
> + "bpf prog attached to fd:%d\n", ls[i].fd);<br>
> + }<br>
> + else<br>
> + {<br>
> + ngx_log_error(NGX_LOG_ERR,cycle->log ,ngx_socket_errno,\<br>
> + "failed to set SO_ATTACH_REUSEPORT_CBPF\n");<br>
> + }<br>
> + }<br>
> + else<br>
> + ngx_log_error(NGX_LOG_ERR,cycle->log ,ngx_socket_errno,\<br>
> + "can not get config, attach bpf failed\n");<br>
> +<br>
> + }<br>
> +#endif<br>
> +#endif<br>
> }<br>
> <br>
> return;<br>
> <br>
> -----Original Message-----<br>
> From: Liu, Qiao<br>
> Sent: Tuesday, September 15, 2020 10:09 AM<br>
> To: <a href="mailto:nginx-devel@nginx.org" target="_blank">nginx-devel@nginx.org</a><br>
> Subject: RE: [PATCH] Use BPF to distribute packet to different work thread.<br>
> <br>
> Below is 5 times test result compare, 112 threads, 10000 connections, <br>
> 1M object http request. Seems P99 have great improvement, and Max is <br>
> also reduced<br>
> <br>
> <br>
> <br>
> AVG Stdev Max P99<br>
> test 1 1.32s 447.09ms 5.48s 2.82s<br>
> BPF test 2 1.39s 513.8ms 9.42s 3.1s<br>
> test 3 1.4s 341.38ms 5.63s 2.55s<br>
> test 4 1.41s 407.45ms 6.96s 2.77s<br>
> test 5 1.29s 644.81ms 9.45s 3.74s<br>
> Average 1.362s 470.906ms 7.388s 2.996s<br>
> <br>
> NonBPF test 1 1.48s 916.88ms 9.44s 5.08s<br>
> test 2 1.43s 658.48ms 9.54s 3.92s<br>
> test 3 1.41s 650.38ms 8.63s 3.59s<br>
> test 4 1.29s 1010ms 10s 5.21s<br>
> test 5 1.31s 875.01ms 9.53s 4.39s<br>
> Average 1.384s 822.15ms 9.428s 4.438s<br>
> <br>
> <br>
> Thanks<br>
> LQ<br>
> -----Original Message-----<br>
> From: nginx-devel <<a href="mailto:nginx-devel-bounces@nginx.org" target="_blank">nginx-devel-bounces@nginx.org</a>> On Behalf Of Liu, <br>
> Qiao<br>
> Sent: Monday, September 14, 2020 9:18 AM<br>
> To: <a href="mailto:nginx-devel@nginx.org" target="_blank">nginx-devel@nginx.org</a><br>
> Subject: RE: [PATCH] Use BPF to distribute packet to different work thread.<br>
> <br>
> Hi, Maxim Dounin:<br>
> Thanks for your reply, this server is random selected, we just do BPF <br>
> and no-BPF test, I think the latency based on server configuration, <br>
> not related with BPF patch, also the NIC of the server is Mellanox, <br>
> not ADQ capable hardware , we will do more test Thanks LQ<br>
> <br>
> -----Original Message-----<br>
> From: nginx-devel <<a href="mailto:nginx-devel-bounces@nginx.org" target="_blank">nginx-devel-bounces@nginx.org</a>> On Behalf Of Maxim <br>
> Dounin<br>
> Sent: Monday, September 14, 2020 7:40 AM<br>
> To: <a href="mailto:nginx-devel@nginx.org" target="_blank">nginx-devel@nginx.org</a><br>
> Subject: Re: [PATCH] Use BPF to distribute packet to different work thread.<br>
> <br>
> Hello!<br>
> <br>
> On Fri, Sep 11, 2020 at 05:41:47AM +0000, Liu, Qiao wrote:<br>
> <br>
>> Hi, Vladimir Homutov:<br>
>> The below is our WRK test result output with BPF enable<br>
>><br>
>> 112 threads and 10000 connections<br>
>> Thread Stats Avg Stdev Max +/- Stdev<br>
>> Latency 608.23ms 820.71ms 10.00s 87.48%<br>
>> Connect 16.52ms 54.53ms 1.99s 94.73%<br>
>> Delay 153.13ms 182.17ms 2.00s 90.74%<br>
>> Req/Sec 244.79 142.32 1.99k 68.40%<br>
>> Latency Distribution<br>
>> 50.00% 293.50ms<br>
>> 75.00% 778.33ms<br>
>> 90.00% 1.61s<br>
>> 99.00% 3.71s<br>
>> 99.90% 7.03s<br>
>> 99.99% 8.94s<br>
>> Connect Distribution<br>
>> 50.00% 1.93ms<br>
>> 75.00% 2.85ms<br>
>> 90.00% 55.76ms<br>
>> 99.00% 229.19ms<br>
>> 99.90% 656.79ms<br>
>> 99.99% 1.43s<br>
>> Delay Distribution<br>
>> 50.00% 110.96ms<br>
>> 75.00% 193.67ms<br>
>> 90.00% 321.77ms<br>
>> 99.00% 959.27ms<br>
>> 99.90% 1.57s<br>
>> 99.99% 1.91s<br>
>> Compared with no BPF but enable reuseport as below<br>
>><br>
>> 112 threads and 10000 connections<br>
>> Thread Stats Avg Stdev Max +/- Stdev<br>
>> Latency 680.50ms 943.69ms 10.00s 87.18%<br>
>> Connect 58.44ms 238.08ms 2.00s 94.58%<br>
>> Delay 158.84ms 256.28ms 2.00s 90.92%<br>
>> Req/Sec 244.51 151.00 1.41k 69.67%<br>
>> Latency Distribution<br>
>> 50.00% 317.61ms<br>
>> 75.00% 913.52ms<br>
>> 90.00% 1.90s<br>
>> 99.00% 4.30s<br>
>> 99.90% 6.52s<br>
>> 99.99% 8.80s<br>
>> Connect Distribution<br>
>> 50.00% 1.88ms<br>
>> 75.00% 2.21ms<br>
>> 90.00% 55.94ms<br>
>> 99.00% 1.45s<br>
>> 99.90% 1.95s<br>
>> 99.99% 2.00s<br>
>> Delay Distribution<br>
>> 50.00% 73.01ms<br>
>> 75.00% 190.40ms<br>
>> 90.00% 387.01ms<br>
>> 99.00% 1.34s<br>
>> 99.90% 1.86s<br>
>> 99.99% 1.99s<br>
>><br>
>><br>
>> From the above results, there shows almost 20% percent latency <br>
>> reduction. P99 latency of BPF is 3.71s , but without BPF is 4.3s.<br>
> <br>
> Thank you for the results.<br>
> <br>
> Given that latency stdev is way higher than the average latency, I don't think the "20% percent latency reduction" observed is statistically significant. Please try running several tests and use ministat(1) to check the results.<br>
> <br>
> Also, the latency values look very high, and request rate very low. What's on the server side?<br>
> <br>
> --<br>
> Maxim Dounin<br>
> <a href="http://mdounin.ru/" rel="noreferrer" target="_blank">http://mdounin.ru/</a><br>
> _______________________________________________<br>
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> <br>
<br>
--<br>
Best regards,<br>
Mikhail Isachenkov<br>
NGINX Professional Services<br>
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