再见笨重的ELK!这套轻量级日志收集方案要火!
优采云 发布时间: 2022-05-21 01:39再见笨重的ELK!这套轻量级日志收集方案要火!
之前一直使用的日志收集方案是ELK,动辄占用几个G的内存,有些配置不好的服务器有点顶不住!最近发现一套轻量级日志收集方案:Loki+Promtail+Grafana(简称LPG), 几百M内存就够了,而且界面也挺不错的,推荐给大家!
简介
LPG日志收集方案内存占用很少,经济且高效!它不像ELK日志系统那样为日志建立索引,而是为每个日志流设置一组标签。下面分别介绍下它的核心组件:
日志收集流程图安装
实现这套日志收集方案需要安装Loki、Promtail、Grafana这些服务,直接使用docker-compose来安装非常方便。
version: "3"<br /><br />services:<br /> # 日志存储和解析<br /> loki:<br /> image: grafana/loki<br /> container_name: lpg-loki<br /> volumes:<br /> - /mydata/loki/:/etc/loki/<br /> # 修改loki默认配置文件路径<br /> command: -config.file=/etc/loki/loki.yml<br /> ports:<br /> - 3100:3100<br /><br /> # 日志收集器<br /> promtail:<br /> image: grafana/promtail<br /> container_name: lpg-promtail<br /> volumes:<br /> # 将需要收集的日志所在目录挂载到promtail容器中<br /> - /mydata/app/mall-tiny-loki/logs/:/var/log/<br /> - /mydata/promtail:/etc/promtail/<br /> # 修改promtail默认配置文件路径<br /> command: -config.file=/etc/promtail/promtail.yml<br /><br /> # 日志可视化<br /> grafana:<br /> image: grafana/grafana<br /> container_name: lpg-grafana<br /> ports:<br /> - 3000:3000<br />
auth_enabled: false<br /><br />server:<br /> http_listen_port: 3100<br /><br />ingester:<br /> lifecycler:<br /> address: 127.0.0.1<br /> ring:<br /> kvstore:<br /> store: inmemory<br /> replication_factor: 1<br /> final_sleep: 0s<br /> chunk_idle_period: 1h # Any chunk not receiving new logs in this time will be flushed<br /> max_chunk_age: 1h # All chunks will be flushed when they hit this age, default is 1h<br /> chunk_target_size: 1048576 # Loki will attempt to build chunks up to 1.5MB, flushing first if chunk_idle_period or max_chunk_age is reached first<br /> chunk_retain_period: 30s # Must be greater than index read cache TTL if using an index cache (Default index read cache TTL is 5m)<br /> max_transfer_retries: 0 # Chunk transfers disabled<br /><br />schema_config:<br /> configs:<br /> - from: 2020-10-24<br /> store: boltdb-shipper<br /> object_store: filesystem<br /> schema: v11<br /> index:<br /> prefix: index_<br /> period: 24h<br /><br />storage_config:<br /> boltdb_shipper:<br /> active_index_directory: /loki/boltdb-shipper-active<br /> cache_location: /loki/boltdb-shipper-cache<br /> cache_ttl: 24h # Can be increased for faster performance over longer query periods, uses more disk space<br /> shared_store: filesystem<br /> filesystem:<br /> directory: /loki/chunks<br /><br />compactor:<br /> working_directory: /loki/boltdb-shipper-compactor<br /> shared_store: filesystem<br /><br />limits_config:<br /> reject_old_samples: true<br /> reject_old_samples_max_age: 168h<br /><br />chunk_store_config:<br /> max_look_back_period: 0s<br /><br />table_manager:<br /> retention_deletes_enabled: false<br /> retention_period: 0s<br /><br />ruler:<br /> storage:<br /> type: local<br /> local:<br /> directory: /loki/rules<br /> rule_path: /loki/rules-temp<br /> alertmanager_url: http://localhost:9093<br /> ring:<br /> kvstore:<br /> store: inmemory<br /> enable_api: true<br />
server:<br /> http_listen_port: 9080<br /> grpc_listen_port: 0<br /><br />positions:<br /> filename: /tmp/positions.yaml<br /><br />clients:<br /> - url: http://loki:3100/loki/api/v1/push<br /><br />scrape_configs:<br />- job_name: system<br /> static_configs:<br /> - targets:<br /> - localhost<br /> labels:<br /> job: varlogs<br /> __path__: /var/log/*log<br />
docker-compose up -d<br />
[root@local-linux lpg]# docker ps |grep lpg<br />64761b407423 grafana/loki "/usr/bin/loki -conf…" 3 minutes ago Up 3 minutes 0.0.0.0:3100->3100/tcp lpg-loki<br />67f0f0912971 grafana/grafana "/run.sh" 3 minutes ago Up 3 minutes 0.0.0.0:3000->3000/tcp lpg-grafana<br />f2d78eb188d1 grafana/promtail "/usr/bin/promtail -…" 3 minutes ago Up 3 minutes lpg-promtail<br />
使用
接下来我们将使用LPG日志收集系统来收集SpringBoot应用的日志,SpringBoot应用基本不用做特殊配置。
spring:<br /> application:<br /> name: mall-tiny-loki<br /><br />logging:<br /> path: /var/logs<br /> level:<br /> com.macro.mall.tiny: debug<br />
docker run -p 8088:8088 --name mall-tiny-loki \<br />-v /etc/localtime:/etc/localtime \<br />-v /mydata/app/mall-tiny-loki/logs:/var/logs \<br />-e TZ="Asia/Shanghai" \<br />-d mall-tiny/mall-tiny-loki:1.0-SNAPSHOT<br />
总结
本文主要介绍了LPG日志系统的搭建及使用它收集SpringBoot应用的日志,LPG日志收集方案确实非常轻量级,性能也不错!不过如果你有对日志进行全文搜索的需求的话,还是得使用ELK系统。如果你对Grafana还不熟悉的话,可以参考下这篇文章。
参考资料项目源码地址
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