IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Nkan yii yoo jiroro lori iṣẹ akanṣe naa nginx-log-odè, eyi ti yoo ka awọn akọọlẹ nginx ki o si fi wọn ranṣẹ si Clickhouse cluster. Nigbagbogbo ElasticSearch ni a lo fun awọn akọọlẹ. Tẹ ile nilo awọn orisun ti o dinku (aaye disk, Ramu, Sipiyu). Clickhouse ṣe igbasilẹ data yiyara. Clickhouse rọ data, ṣiṣe awọn data lori disk ani diẹ iwapọ. Awọn anfani ti Clickhouse han ni awọn kikọja 2 lati ijabọ naa Bawo ni VK ṣe fi data sii sinu ClickHouse lati ẹgbẹẹgbẹrun awọn olupin.

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Lati wo awọn atupale ti o da lori awọn akọọlẹ, a yoo ṣẹda dasibodu kan fun Grafana.

Ẹnikẹni nife, kaabo si ologbo.

Fi nginx sori ẹrọ, grafana ni ọna boṣewa.

Fifi a clickhouse iṣupọ lilo ansible-playbook lati Denis Proskurin.

Ṣiṣẹda infomesonu ati tabili ni Clickhouse

Ninu iyen faili Awọn ibeere SQL fun ṣiṣẹda awọn data data ati awọn tabili fun nginx-log-collector ni Clickhouse jẹ apejuwe.

A ṣe ibeere kọọkan ni ọkọọkan lori olupin kọọkan ninu iṣupọ Clickhouse.

Akọsilẹ pataki. Ninu ila yii, logs_cluster nilo lati paarọ rẹ pẹlu orukọ iṣupọ rẹ lati inu faili clickhouse_remote_servers.xml laarin "remote_servers" ati "shard".

ENGINE = Distributed('logs_cluster', 'nginx', 'access_log_shard', rand())

Fifi sori ẹrọ ati tunto nginx-log-collector-rpm

Nginx-log-odè ko ni rpm kan. Nibi https://github.com/patsevanton/nginx-log-collector-rpm ṣẹda rpm fun u. rpm yoo ṣe akopọ nipa lilo Fedora Copr

Fi rpm package nginx-log-collector-rpm sori ẹrọ

yum -y install yum-plugin-copr
yum copr enable antonpatsev/nginx-log-collector-rpm
yum -y install nginx-log-collector
systemctl start nginx-log-collector

Ṣatunkọ atunto /etc/nginx-log-collector/config.yaml:

  .......
  upload:
    table: nginx.access_log
    dsn: http://ip-адрес-кластера-clickhouse:8123/

- tag: "nginx_error:"
  format: error  # access | error
  buffer_size: 1048576
  upload:
    table: nginx.error_log
    dsn: http://ip-адрес-кластера-clickhouse:8123/

Ṣiṣeto nginx

Eto nginx gbogbogbo:

user  nginx;
worker_processes  auto;

#error_log  /var/log/nginx/error.log warn;
pid        /var/run/nginx.pid;

events {
    worker_connections  1024;
}

http {
    include       /etc/nginx/mime.types;
    default_type  application/octet-stream;

    log_format  main  '$remote_addr - $remote_user [$time_local] "$request" '
                      '$status $body_bytes_sent "$http_referer" '
                      '"$http_user_agent" "$http_x_forwarded_for"';

    log_format avito_json escape=json
                     '{'
                     '"event_datetime": "$time_iso8601", '
                     '"server_name": "$server_name", '
                     '"remote_addr": "$remote_addr", '
                     '"remote_user": "$remote_user", '
                     '"http_x_real_ip": "$http_x_real_ip", '
                     '"status": "$status", '
                     '"scheme": "$scheme", '
                     '"request_method": "$request_method", '
                     '"request_uri": "$request_uri", '
                     '"server_protocol": "$server_protocol", '
                     '"body_bytes_sent": $body_bytes_sent, '
                     '"http_referer": "$http_referer", '
                     '"http_user_agent": "$http_user_agent", '
                     '"request_bytes": "$request_length", '
                     '"request_time": "$request_time", '
                     '"upstream_addr": "$upstream_addr", '
                     '"upstream_response_time": "$upstream_response_time", '
                     '"hostname": "$hostname", '
                     '"host": "$host"'
                     '}';

    access_log     syslog_server=unix:/var/run/nginx_log.sock,nohostname,tag=nginx avito_json; #ClickHouse
    error_log      syslog_server=unix:/var/run/nginx_log.sock,nohostname,tag=nginx_error; #ClickHouse

    #access_log  /var/log/nginx/access.log  main;

    proxy_ignore_client_abort on;
    sendfile        on;
    keepalive_timeout  65;
    include /etc/nginx/conf.d/*.conf;
}

Olugbalejo foju kan:

vhost1.conf:

upstream backend {
    server ip-адрес-сервера-с-stub_http_server:8080;
    server ip-адрес-сервера-с-stub_http_server:8080;
    server ip-адрес-сервера-с-stub_http_server:8080;
    server ip-адрес-сервера-с-stub_http_server:8080;
    server ip-адрес-сервера-с-stub_http_server:8080;
}

server {
    listen   80;
    server_name vhost1;
    location / {
        proxy_pass http://backend;
    }
}

Ṣafikun awọn ọmọ-ogun foju si faili /etc/hosts:

ip-адрес-сервера-с-nginx vhost1

HTTP server emulator

Gẹgẹbi emulator olupin HTTP a yoo lo nodejs-stub-olupin lati Maxim Ignatenko

Nodejs-stub-server ko ni rpm kan. Nibi https://github.com/patsevanton/nodejs-stub-server ṣẹda rpm fun u. rpm yoo ṣe akopọ nipa lilo Fedora Copr

Fi akojọpọ nodejs-stub-server sori ẹrọ nginx rpm ti oke

yum -y install yum-plugin-copr
yum copr enable antonpatsev/nodejs-stub-server
yum -y install stub_http_server
systemctl start stub_http_server

Idanwo Wahala

A ṣe idanwo ni lilo ala Apache.

Fi sori ẹrọ:

yum install -y httpd-tools

A bẹrẹ idanwo ni lilo ala Apache lati awọn olupin oriṣiriṣi 5:

while true; do ab -H "User-Agent: 1server" -c 10 -n 10 -t 10 http://vhost1/; sleep 1; done
while true; do ab -H "User-Agent: 2server" -c 10 -n 10 -t 10 http://vhost1/; sleep 1; done
while true; do ab -H "User-Agent: 3server" -c 10 -n 10 -t 10 http://vhost1/; sleep 1; done
while true; do ab -H "User-Agent: 4server" -c 10 -n 10 -t 10 http://vhost1/; sleep 1; done
while true; do ab -H "User-Agent: 5server" -c 10 -n 10 -t 10 http://vhost1/; sleep 1; done

Eto Grafana

Iwọ kii yoo rii dasibodu kan lori oju opo wẹẹbu Grafana osise.

Nitorina, a yoo ṣe pẹlu ọwọ.

O le wa dasibodu ti o fipamọ mi nibi.

O tun nilo lati ṣẹda oniyipada tabili pẹlu awọn akoonu nginx.access_log.
IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Lapapọ Awọn ibeere Singlestat:

SELECT
 1 as t,
 count(*) as c
 FROM $table
 WHERE $timeFilter GROUP BY t

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Awọn ibeere Ikuna Singlestat:

SELECT
 1 as t,
 count(*) as c
 FROM $table
 WHERE $timeFilter AND status NOT IN (200, 201, 401) GROUP BY t

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Ogorun Ikuna Singlestat:

SELECT
 1 as t, (sum(status = 500 or status = 499)/sum(status = 200 or status = 201 or status = 401))*100 FROM $table
 WHERE $timeFilter GROUP BY t

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Àkókò Ìdáhùn Singlestat:

SELECT
 1, avg(request_time) FROM $table
 WHERE $timeFilter GROUP BY 1

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Aago Idahun Nikan Singlestat:

SELECT
 1 as t, max(request_time) as c
 FROM $table
 WHERE $timeFilter GROUP BY t

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Ipo kika:

$columns(status, count(*) as c) from $table

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Lati gbejade data bi paii, o nilo lati fi ohun itanna sori ẹrọ ki o tun bẹrẹ grafana.

grafana-cli plugins install grafana-piechart-panel
service grafana-server restart

Pie TOP 5 Ipo:

SELECT
    1, /* fake timestamp value */
    status,
    sum(status) AS Reqs
FROM $table
WHERE $timeFilter
GROUP BY status
ORDER BY Reqs desc
LIMIT 5

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Pẹlupẹlu Emi yoo fun awọn ibeere laisi awọn sikirinisoti:

Ka http_user_agent:

$columns(http_user_agent, count(*) c) FROM $table

Oṣuwọn Didara/Oṣuwọn Buburu:

$rate(countIf(status = 200) AS good, countIf(status != 200) AS bad) FROM $table

Akoko Idahun:

$rate(avg(request_time) as request_time) FROM $table

Akoko idahun ti oke (akoko esi oke 1st):

$rate(avg(arrayElement(upstream_response_time,1)) as upstream_response_time) FROM $table

Ipo kika Tabili fun gbogbo vhost:

$columns(status, count(*) as c) from $table

Gbogbogbo wiwo ti awọn Dasibodu

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Afiwera ti avg() ati pipo()

aropin()
IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse
opoiye()
IwUlO Nginx-log-odè lati Avito fun fifiranṣẹ awọn akọọlẹ nginx si Clickhouse

Ipari:

Mo nireti pe agbegbe yoo kopa ninu idagbasoke/idanwo ati lilo nginx-log-collector.
Ati nigbati ẹnikan ba ṣe imuse nginx-log-collector, wọn yoo sọ fun ọ iye disk, Ramu, ati Sipiyu ti wọn fipamọ.

Awọn ikanni Telegram:

Milise-aaya:

Si tani milliseconds pataki, jọwọ kọ tabi dibo ninu eyi oro.

orisun: www.habr.com

Fi ọrọìwòye kun