Thanos prometheus 集群以及多租户解决方案docker-compose 试用(一)
prometheus 是一个非常不多的metrics 监控解决方案,但是对于ha 以及多租户的处理并不是很好,当前有好多解决方案
- cortex
- Thanos
- prometheus+ influxdb
- Timebala
- M3db
以下结合github 上的一个docker-compose项目学习下Thanos 的集群方案
Thanos 参考架构图
简单说明
thanos 包含了sidecar,store api,query,compact 组件,sidecar 和每个promethues关联,同时配置prometheus 都配置了不同的label
以下是一个简单的组件通信图,可以参考https://improbable.io/games/blog/thanos-prometheus-at-scale 查看详细说明
docker-compose 运行
- docker-compose文件
version: '3.7'
services:
#
# one prometheus and its sidecar
#
prometheus1:
image: prom/prometheus:v2.9.2
command:
- --web.enable-lifecycle
- --config.file=/etc/prometheus/prometheus.yml
- --storage.tsdb.path=/prometheus
- --web.console.libraries=/usr/share/prometheus/console_libraries
- --web.console.templates=/usr/share/prometheus/consoles
- --storage.tsdb.min-block-duration=1m # small just to not wait hours to test :)
- --storage.tsdb.max-block-duration=1m # small just to not wait hours to test :)
volumes:
- ./prometheus1.yaml:/etc/prometheus/prometheus.yml
- ./data1:/prometheus
ports:
- "9090:9090"
depends_on:
- minio
sidecar1:
image: improbable/thanos:v0.4.0
volumes:
- ./data1:/var/prometheus
- ./bucket_config.yaml:/bucket_config.yaml
command:
- sidecar
- --tsdb.path=/var/prometheus
- --prometheus.url=http://prometheus1:9090
- --objstore.config-file=/bucket_config.yaml
- --http-address=0.0.0.0:19191
- --grpc-address=0.0.0.0:19090
depends_on:
- minio
#
# another prometheus and its sidecar
#
prometheus2:
image: prom/prometheus:v2.9.2
command:
- --web.enable-lifecycle
- --config.file=/etc/prometheus/prometheus.yml
- --storage.tsdb.path=/prometheus
- --web.console.libraries=/usr/share/prometheus/console_libraries
- --web.console.templates=/usr/share/prometheus/consoles
- --storage.tsdb.min-block-duration=1m # small just to not wait hours to test :)
- --storage.tsdb.max-block-duration=1m # small just to not wait hours to test :)
volumes:
- ./prometheus2.yaml:/etc/prometheus/prometheus.yml
- ./data2:/prometheus
ports:
- "9091:9090"
depends_on:
- minio
sidecar2:
image: improbable/thanos:v0.4.0
volumes:
- ./data2:/var/prometheus
- ./bucket_config.yaml:/bucket_config.yaml
command:
- sidecar
- --tsdb.path=/var/prometheus
- --prometheus.url=http://prometheus2:9090
- --objstore.config-file=/bucket_config.yaml
- --http-address=0.0.0.0:19191
- --grpc-address=0.0.0.0:19090
depends_on:
- minio
grafana:
image: grafana/grafana
ports:
- "3000:3000"
# to search on old metrics
storer:
image: improbable/thanos:v0.4.0
volumes:
- ./bucket_config.yaml:/bucket_config.yaml
command:
- store
- --data-dir=/var/thanos/store
- --objstore.config-file=bucket_config.yaml
- --http-address=0.0.0.0:19191
- --grpc-address=0.0.0.0:19090
depends_on:
- minio
# downsample metrics on the bucket
compactor:
image: improbable/thanos:v0.4.0
volumes:
- ./bucket_config.yaml:/bucket_config.yaml
command:
- compact
- --data-dir=/var/thanos/compact
- --objstore.config-file=bucket_config.yaml
- --http-address=0.0.0.0:19191
- --wait
depends_on:
- minio
# querier component which can be scaled
querier:
image: improbable/thanos:v0.4.0
labels:
- "traefik.enable=true"
- "traefik.port=19192"
- "traefik.frontend.rule=PathPrefix:/"
command:
- query
- --http-address=0.0.0.0:19192
- --store=sidecar1:19090
- --store=sidecar2:19090
- --store=storer:19090
- --query.replica-label=replica
#
# s3 compatible storage
#
minio:
image: minio/minio
ports:
- 9000:9000
environment:
- MINIO_ACCESS_KEY=minio
- MINIO_SECRET_KEY=miniostorage
volumes:
- ./minio_data:/data
command: server /data
# a simple exporter to test some metrics
domain_exporter:
image: caarlos0/domain_exporter:v1
ports:
- "9222:9222"
# a load balancer to reverse-proxy to all queriers
traefik:
image: traefik
restart: always
ports:
- 80:80
- 8080:8080
volumes:
- /var/run/docker.sock:/var/run/docker.sock:ro
- ./traefik.toml:/traefik.toml
networks:
default:
driver: bridge
- 简单说明
通过traefik 提供统一的访问入口,每个prometheus 都关联一个thanos sidecar,启动包含了一个简单的domain_exporter 方便测试的
每个prometheus 通过静态配置的方式,添加了服务的监控,对于对象存储使用了开源的minio,注意如果需要让store启动成功,需要
进入minio创建对应的bucket
启动&&测试
- 启动
docker-compose up -d
- 创建minio bucket
为了保证store 启动成功,需要再运行下docker-compose up -d storer
- 效果
统一入口(thanos 提供),界面如原生prometheus 基本一样,都是有差异,比如去重,还有就是status 中关于服务发现以及rule target 的配置没了
(因为thanos 统一处理了,不需要了)
原有prometheus 界面(可以通过9090,9091 查看)
grafana 界面
说明:
对于grafana prometheus 的配置,我们不使用以前的,直接使用thanos 提供的就可以了,配置如下:
minio 对象存储对于metrics 的存储(方便长时间的metrics 存储以及查询)
说明
以上是一个简单的docker-compose部署,从使用上对于thanos有一个简单的了解,学习简单的使用,更多的关于个组件的详细细节还需要查看
官方文档学习。
参考资料
https://github.com/mattbostock/timbala
https://github.com/cortexproject/cortex
https://github.com/thanos-io/thanos
https://github.com/influxdata/influxdb
https://github.com/m3db/m3
https://github.com/rongfengliang/thanos-playground