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通过redis_exporter监控redis cluster

news 2025/7/27 17:12:46

环境说明：

现在有一套redis cluster，部署是3主机6实例架构部署。需要采集对应的指标，满足异常监控告警，性能分析所需。

环境准备

以下环境需要提前部署完成。
redis cluser
prometheus
alertmanager
grafna

redis_exporter部署

我们部署采用docker composer 进行安装。
采用的redis_exporter为：https://github.com/oliver006/redis_exporter

  redis-exporter:image: docker.m.daocloud.io/oliver006/redis_exporter:v1.74.0-alpinecommand:- '--redis.addr=redis://redisIP:7001'- '--redis.password=redisPassword'- '--is-cluster'ports:- "9121:9121"

上面参数，只需要指定--is-cluster，然后指明集群中一个节点，即可获取所有节点的数据。

prometheus采集配置：

添加prometheus的监控项：

  - job_name: 'redis_sjzt_prod'http_sd_configs:- url: http://redisExporterIP:9121/discover-cluster-nodesrefresh_interval: 10mmetrics_path: /scraperelabel_configs:- source_labels: [__address__]target_label: __param_target- source_labels: [__param_target]target_label: instance- target_label: __address__replacement: redisExporter:9121

指标查看：
可以看到 prometheus的target中已经存在对应的采集项，并且有集群的所有节点。
在这里插入图片描述

大屏展示：

监控模板：https://grafana.com/grafana/dashboards/763-redis-dashboard-for-prometheus-redis-exporter-1-x/
下载后直接导入，选择对应的数据源即可。
在这里插入图片描述

告警：

现在创建对应的报警规则，实现异常时通知到alertmanager。
使用的告警规则为：https://raw.githubusercontent.com/samber/awesome-prometheus-alerts/master/dist/rules/redis/oliver006-redis-exporter.yml
下载后，加入到prometheus中。
但是因为我们是集群，所以需要修改一些报警规则实现。删除两个不适用的报警规则RedisTooManyMasters和RedisDisconnectedSlaves 。修改后内容如下：
vim redis.yml

groups:
- name: Oliver006RedisExporterrules:- alert: RedisDownexpr: 'redis_up == 0'for: 0mlabels:severity: criticalannotations:summary: Redis down (instance {{ $labels.instance }})description: "Redis instance is down\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"- alert: RedisMissingMasterexpr: '(count(redis_instance_info{role="master"}) or vector(0)) < 1'for: 0mlabels:severity: criticalannotations:summary: Redis missing master (instance {{ $labels.instance }})description: "Redis cluster has no node marked as master.\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"- alert: RedisReplicationBrokenexpr: 'delta(redis_connected_slaves[1m]) < 0'for: 0mlabels:severity: criticalannotations:summary: Redis replication broken (instance {{ $labels.instance }})description: "Redis instance lost a slave\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"- alert: RedisClusterFlappingexpr: 'changes(redis_connected_slaves[1m]) > 1'for: 2mlabels:severity: criticalannotations:summary: Redis cluster flapping (instance {{ $labels.instance }})description: "Changes have been detected in Redis replica connection. This can occur when replica nodes lose connection to the master and reconnect (a.k.a flapping).\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"- alert: RedisMissingBackupexpr: 'time() - redis_rdb_last_save_timestamp_seconds > 60 * 60 * 24'for: 0mlabels:severity: criticalannotations:summary: Redis missing backup (instance {{ $labels.instance }})description: "Redis has not been backuped for 24 hours\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"- alert: RedisOutOfSystemMemoryexpr: 'redis_memory_used_bytes / redis_total_system_memory_bytes * 100 > 90'for: 2mlabels:severity: warningannotations:summary: Redis out of system memory (instance {{ $labels.instance }})description: "Redis is running out of system memory (> 90%)\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"- alert: RedisOutOfConfiguredMaxmemoryexpr: 'redis_memory_used_bytes / redis_memory_max_bytes * 100 > 90 and on(instance) redis_memory_max_bytes > 0'for: 2mlabels:severity: warningannotations:summary: Redis out of configured maxmemory (instance {{ $labels.instance }})description: "Redis is running out of configured maxmemory (> 90%)\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"- alert: RedisTooManyConnectionsexpr: 'redis_connected_clients / redis_config_maxclients * 100 > 90'for: 2mlabels:severity: warningannotations:summary: Redis too many connections (instance {{ $labels.instance }})description: "Redis is running out of connections (> 90% used)\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"- alert: RedisNotEnoughConnectionsexpr: 'redis_connected_clients < 5'for: 2mlabels:severity: warningannotations:summary: Redis not enough connections (instance {{ $labels.instance }})description: "Redis instance should have more connections (> 5)\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"- alert: RedisRejectedConnectionsexpr: 'increase(redis_rejected_connections_total[1m]) > 0'for: 0mlabels:severity: criticalannotations:summary: Redis rejected connections (instance {{ $labels.instance }})description: "Some connections to Redis has been rejected\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"