使用 Thanos 实现 Prometheus 高可用和监控数据持久化

thanos 官方主页:https://thanos.io/

thanos 逻辑架构图

thanos 主要组件

  • sidecar: 和 prometheus 部署在同一节点,收集 prometheus 的数据,并持久化到对象存储(比如阿里云OSS),同时提供查询接口给 query 查询数据
  • query: 查询 sidecar 的数据(一般是两小时内的数据,可配置)和 store gateway 的数据(一般是超过两小时的持久化数据,可配置)
  • store gateway: 提供查询接口给 query 来查询在对象存储(比如阿里云OSS)的持久化数据

thanos 系统部署架构图

示例环境

  • 节点1(CentOS 7.x / 172.18.255.129 / 119.23.40.213): promethues + thanos sidecar + thanos store gateway + thanos query
  • 节点2(CentOS 7.x / 172.18.255.130 / 120.79.71.229): promethues + thanos sidecar + thanos store gateway + thanos query

部署过程

1、节点1(172.18.255.129/119.23.40.213)部署 prometheus

# cd /usr/local/src/
# wget https://github.com/prometheus/prometheus/releases/download/v2.28.0/prometheus-2.28.0.linux-amd64.tar.gz
# tar xvf prometheus-2.28.0.linux-amd64.tar.gz -C /usr/local/
# cd /usr/local/
# ln -s prometheus-2.28.0.linux-amd64/ prometheus
# cd prometheus

// 这里需要声明 external_labels,给 prometheus 打上标签
// prometheus 高可用集群的第 1 个节点,region 设置为 cn-shenzhen,replica 设置为 1
# vim prometheus.yml 
# my global config
global:
  scrape_interval:     15s # Set the scrape interval to every 15 seconds. Default is every 1 minute.
  evaluation_interval: 15s # Evaluate rules every 15 seconds. The default is every 1 minute.
  # scrape_timeout is set to the global default (10s).
  external_labels:
    region: cn-shenzhen
    monitor: infrastructure
    replica: 1

# Alertmanager configuration
alerting:
  alertmanagers:
  - static_configs:
    - targets:
      # - alertmanager:9093

# Load rules once and periodically evaluate them according to the global 'evaluation_interval'.
rule_files:
  # - "first_rules.yml"
  # - "second_rules.yml"

# A scrape configuration containing exactly one endpoint to scrape:
# Here it's Prometheus itself.
scrape_configs:
  # The job name is added as a label `job=` to any timeseries scraped from this config.
  - job_name: 'prometheus'

    # metrics_path defaults to '/metrics'
    # scheme defaults to 'http'.

    static_configs:
    - targets: ['localhost:9090']


// --web.external-url= 修改为对应节点的对外访问 IP
# vim /etc/systemd/system/prometheus.service
[Unit]
Description=Prometheus Server
Documentation=https://prometheus.io/docs/introduction/overview/
After=network-online.target

[Service]
Restart=on-failure
ExecStart=/usr/local/prometheus/prometheus --config.file=/usr/local/prometheus/prometheus.yml --storage.tsdb.path=/usr/local/prometheus/data/ --storage.tsdb.min-block-duration=2h --storage.tsdb.max-block-duration=2h --storage.tsdb.retention.time=2h --storage.tsdb.wal-compression --web.enable-lifecycle --log.level=info --web.listen-address=0.0.0.0:9090 --web.external-url=http://119.23.40.213:9090

[Install]
WantedBy=multi-user.target


# systemctl daemon-reload && systemctl enable prometheus && systemctl start prometheus && systemctl status prometheus

2、节点2(172.18.255.130/120.79.71.229)部署 prometheus

# cd /usr/local/src/
# wget https://github.com/prometheus/prometheus/releases/download/v2.28.0/prometheus-2.28.0.linux-amd64.tar.gz
# tar xvf prometheus-2.28.0.linux-amd64.tar.gz -C /usr/local/
# cd /usr/local/
# ln -s prometheus-2.28.0.linux-amd64/ prometheus
# cd prometheus

// 这里需要声明 external_labels,给 prometheus 打上标签
// prometheus 高可用集群的第 2 个节点,region 设置为 cn-shanghai,replica 设置为 2。
# vim prometheus.yml 
# my global config
global:
  scrape_interval:     15s # Set the scrape interval to every 15 seconds. Default is every 1 minute.
  evaluation_interval: 15s # Evaluate rules every 15 seconds. The default is every 1 minute.
  # scrape_timeout is set to the global default (10s).
  external_labels:
    region: cn-shanghai
    monitor: infrastructure
    replica: 2

# Alertmanager configuration
alerting:
  alertmanagers:
  - static_configs:
    - targets:
      # - alertmanager:9093

# Load rules once and periodically evaluate them according to the global 'evaluation_interval'.
rule_files:
  # - "first_rules.yml"
  # - "second_rules.yml"

# A scrape configuration containing exactly one endpoint to scrape:
# Here it's Prometheus itself.
scrape_configs:
  # The job name is added as a label `job=` to any timeseries scraped from this config.
  - job_name: 'prometheus'

    # metrics_path defaults to '/metrics'
    # scheme defaults to 'http'.

    static_configs:
    - targets: ['localhost:9090']

// --web.external-url= 修改为对应节点的对外访问 IP
# vim /etc/systemd/system/prometheus.service
[Unit]
Description=Prometheus Server
Documentation=https://prometheus.io/docs/introduction/overview/
After=network-online.target

[Service]
Restart=on-failure
ExecStart=/usr/local/prometheus/prometheus --config.file=/usr/local/prometheus/prometheus.yml --storage.tsdb.path=/usr/local/prometheus/data/ --storage.tsdb.min-block-duration=2h --storage.tsdb.max-block-duration=2h --storage.tsdb.retention.time=2h --storage.tsdb.wal-compression --web.enable-lifecycle --log.level=info --web.listen-address=0.0.0.0:9090 --web.external-url=http://120.79.71.229:9090

[Install]
WantedBy=multi-user.target


# systemctl daemon-reload && systemctl enable prometheus && systemctl start prometheus && systemctl status prometheus

3、节点1(172.18.255.129/119.23.40.213)部署 thanos,并配置组件 thanos sidecar 和 thanos store gateway

# cd /usr/local/src/
# wget https://github.com/thanos-io/thanos/releases/download/v0.21.1/thanos-0.21.1.linux-amd64.tar.gz
# tar xvf thanos-0.21.1.linux-amd64.tar.gz -C /usr/local/
# cd /usr/local/
# ln -s thanos-0.21.1.linux-amd64/ thanos
# cd thanos

// 配置 thanos sidecar,实现收集 promethues 高可用集群的第 1 个节点的监控数据,并持久化到阿里云 oss
// 阿里云 oss bucket 请自行开通并配置好 access_key_id 和 access_key_secret,后面的步骤都是使用这个 bucket
# vim aliyun-oss.yaml
type: ALIYUNOSS
config:
  endpoint: "oss-cn-shenzhen-internal.aliyuncs.com"
  bucket: "prometheus-persistent-data"
  access_key_id: "XXX"
  access_key_secret: "XXX"

# vim /etc/systemd/system/thanos-sidecar.service
[Unit]
Description=Thanos Sidecar
After=network-online.target

[Service]
Restart=on-failure
# --prometheus.url=http://localhost:9090 --> 指定本节点的 prometheus 地址
# --tsdb.path=/usr/local/prometheus/data/ --> 指定本节点的 prometheus 数据目录
ExecStart=/usr/local/thanos/thanos sidecar --prometheus.url=http://localhost:9090 --tsdb.path=/usr/local/prometheus/data/ --objstore.config-file=/usr/local/thanos/aliyun-oss.yaml --grpc-address=0.0.0.0:19090 --http-address=0.0.0.0:19091

[Install]
WantedBy=multi-user.target


# systemctl daemon-reload && systemctl enable thanos-sidecar && systemctl start thanos-sidecar && systemctl status thanos-sidecar


// 配置 thanos store gateway,实现读取对象存储(比如阿里云OSS)的数据,并提供给 thanos query 查询
# vim /etc/systemd/system/thanos-store-gateway.service
[Unit]
Description=Thanos Store Gateway
After=network-online.target

[Service]
Restart=on-failure
ExecStart=/usr/local/thanos/thanos store --data-dir=/usr/local/thanos/data --objstore.config-file=/usr/local/thanos/aliyun-oss.yaml --http-address=0.0.0.0:10902 --grpc-address=0.0.0.0:10901

[Install]
WantedBy=multi-user.target

# systemctl daemon-reload && systemctl enable thanos-store-gateway && systemctl start thanos-store-gateway && systemctl status thanos-store-gateway

4、节点2(172.18.255.130/120.79.71.229)部署 thanos,并配置组件 thanos sidecar 和 thanos store gateway

// 安装 thanos
# cd /usr/local/src/
# wget https://github.com/thanos-io/thanos/releases/download/v0.21.1/thanos-0.21.1.linux-amd64.tar.gz
# tar xvf thanos-0.21.1.linux-amd64.tar.gz -C /usr/local/
# cd /usr/local/
# ln -s thanos-0.21.1.linux-amd64/ thanos
# cd thanos


// 配置 thanos sidecar,实现收集 promethues 高可用集群的第 2 个节点的监控数据,并持久化到阿里云 oss
# vim aliyun-oss.yaml
type: ALIYUNOSS
config:
  endpoint: "oss-cn-shenzhen-internal.aliyuncs.com"
  bucket: "prometheus-persistent-data"
  access_key_id: "XXX"
  access_key_secret: "XXX"

# vim /etc/systemd/system/thanos-sidecar.service
[Unit]
Description=Thanos Sidecar
After=network-online.target

[Service]
Restart=on-failure
# --prometheus.url=http://localhost:9090 --> 指定本节点的 prometheus 地址
# --tsdb.path=/usr/local/prometheus/data/ --> 指定本节点的 prometheus 数据目录
ExecStart=/usr/local/thanos/thanos sidecar --prometheus.url=http://localhost:9090 --tsdb.path=/usr/local/prometheus/data/ --objstore.config-file=/usr/local/thanos/aliyun-oss.yaml --grpc-address=0.0.0.0:19090 --http-address=0.0.0.0:19091

[Install]
WantedBy=multi-user.target


# systemctl daemon-reload && systemctl enable thanos-sidecar && systemctl start thanos-sidecar && systemctl status thanos-sidecar


// 配置 thanos store gateway,实现读取对象存储(比如阿里云OSS)的数据,并提供给 thanos query 查询
# vim /etc/systemd/system/thanos-store-gateway.service
[Unit]
Description=Thanos Store Gateway
After=network-online.target

[Service]
Restart=on-failure
ExecStart=/usr/local/thanos/thanos store --data-dir=/usr/local/thanos/data --objstore.config-file=/usr/local/thanos/aliyun-oss.yaml --http-address=0.0.0.0:10902 --grpc-address=0.0.0.0:10901

[Install]
WantedBy=multi-user.target

# systemctl daemon-reload && systemctl enable thanos-store-gateway && systemctl start thanos-store-gateway && systemctl status thanos-store-gateway

5、节点1(172.18.255.129/119.23.40.213)配置组件 thanos-query,查询节点 1 和节点 2 的 sidecar、store gateway 数据

# vim /etc/systemd/system/thanos-query.service
[Unit]
Description=Thanos Query
After=network-online.target

[Service]
Restart=on-failure
# --store=172.18.255.129:19090 --> 请求当前节点 thanos sidecar 数据
# --store=172.18.255.130:19090 --> 请求另外一个节点 thanos sidecar 数据

# --store=172.18.255.129:10901 --> 请求当前节点 thanos store gateway 数据
# --store=172.18.255.130:10901 --> 请求另外一个节点 thanos store gateway 数据
# --query.replica-label "replica" --query.replica-label "region" --> 加上后,thanos query 查询同一节点的数据时,会自动去重
ExecStart=/usr/local/thanos/thanos query --http-address=0.0.0.0:19192 --grpc-address 0.0.0.0:19092 --store=172.18.255.129:19090 --store=172.18.255.130:19090 --store=172.18.255.129:10901 --store=172.18.255.130:10901 --query.replica-label "replica" --query.replica-label "region"

[Install]
WantedBy=multi-user.target


# systemctl daemon-reload && systemctl enable thanos-query && systemctl start thanos-query && systemctl status thanos-query

实现的效果:


6、节点2(172.18.255.130/120.79.71.229)配置组件 thanos-query,查询节点 1 和节点 2 的 sidecar、store gateway 数据

# vim /etc/systemd/system/thanos-query.service
[Unit]
Description=Thanos Query
After=network-online.target

[Service]
Restart=on-failure
# --store=172.18.255.130:19090 --> 请求当前节点 thanos sidecar 数据
# --store=172.18.255.129:19090 --> 请求另外一个节点 thanos sidecar 数据

# --store=172.18.255.130:10901 --> 请求当前节点 thanos store gateway 数据
# --store=172.18.255.129:10901 --> 请求另外一个节点 thanos store gateway 数据
# --query.replica-label "replica" --query.replica-label "region" --> 加上后,thanos query 查询同一节点的数据时,会自动去重
ExecStart=/usr/local/thanos/thanos query --http-address=0.0.0.0:19192 --grpc-address 0.0.0.0:19092 --store=172.18.255.130:19090 --store=172.18.255.129:19090 --store=172.18.255.130:10901 --store=172.18.255.129:10901 --query.replica-label "replica" --query.replica-label "region"

[Install]
WantedBy=multi-user.target


# systemctl daemon-reload && systemctl enable thanos-query && systemctl start thanos-query && systemctl status thanos-query

实现的效果:


7、在负载均衡服务(比如 HAProxy、阿里云 SLB 等)配置两个节点的 thanos query ,就可以实现 thanso + prometheus 的高可用了,后续的查询操作都通过 thanos query 进行

其他

1、prometheus 的配置参数 external_labels 和 thanos query 启动参数 --query.replica-label "replica" --query.replica-label "region" 的作用

2、thanos 只会保留其中一个节点上传的持久化监控数据(根据配置,要 2 小时后才会上传到阿里云 OSS)


3、除了实现 prometheus 高可用场景,thanos 也可以用作多个 prometheus 的汇总查询入口,只需部署 thanos sidecar 和 thanos store gateway 到相应的 prometheus 节点,然后 thanos query 通过参数 --store=ip:port 连接 thanos sidecar 和 thanos store gateway 即可

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