ELK 安装配置简单,用于管理 OpenStack 日志时需注意两点:
- Logstash 配置文件的编写
- Elasticsearch 日志存储空间的容量规划
另外推荐 ELKstack 中文指南。
ELK 简介
ELK 是一套优秀的日志搜集、存储和查询的开源软件,广泛用于日志系统。当 OpenStack 集群达到一定规模时,日志管理和分析显得日益重要,良好统一的日志管理和分析平台有助于快速定位问题。Mirantis 的 fuel 和 HPE 的 helion 均集成了 ELK。
- Logstash:日志的收集和传送
- Elasticsearch:日志的存储和检索
- Kibana:日志的可视化,一个很炫的 portal
采用 ELK 管理 OpenStack 的日志具有以下优点:
- 迅速查询全局 ERROR 级别日志
- 某个 API 的请求频率
- 通过 request ID, 可过滤出某个 API 整个流程的日志
规划与设计
部署架构
控制节点作为日志服务器,存储所有 OpenStack 及其相关日志。Logstash 部署于所有节点,收集本节点下所需收集的日志,然后以网络(node/http)方式输送给控制节点的 Elasticsearch,Kibana 作为 web portal 提供展示日志信息:
日志格式
为了提供快速直观的检索功能,对于每一条 OpenStack 日志,我们希望它能包含以下属性,用于检索和过滤:
- Host: 如 controller01,compute01 等
- Service Name: 如 nova-api, neutron-server 等
- Module: 如 nova.filters
- Log Level: 如 DEBUG, INFO, ERROR 等
- Log date
- Request ID: 某次请求的 Request ID
以上属性可以通过 Logstash 实现,通过提取日志的关键字段,从而获上述几种属性,并在 Elasticsearch 建立索引。
安装与配置
安装
ELK 的安装步骤非常简单,可参考 logstash-es-Kibana 安装,如遇异常,请 Google。
配置
Logstash 的配置文件有专门的一套语法,学习的成本比较高,可参考 openstack logstash config 后,再根据自身需求改写:
input { file { path => ['/var/log/nova/nova-api.log'] tags => ['nova', 'oslofmt'] type => "nova-api" } file { path => ['/var/log/nova/nova-conductor.log'] tags => ['nova-conductor', 'oslofmt'] type => "nova" } file { path => ['/var/log/nova/nova-manage.log'] tags => ['nova-manage', 'oslofmt'] type => "nova" } file { path => ['/var/log/nova/nova-scheduler.log'] tags => ['nova-scheduler', 'oslofmt'] type => "nova" } file { path => ['/var/log/nova/nova-spicehtml5proxy.log'] tags => ['nova-spice', 'oslofmt'] type => "nova" } file { path => ['/var/log/keystone/keystone-all.log'] tags => ['keystone', 'keystonefmt'] type => "keystone" } file { path => ['/var/log/keystone/keystone-manage.log'] tags => ['keystone', 'keystonefmt'] type => "keystone" } file { path => ['/var/log/glance/api.log'] tags => ['glance', 'oslofmt'] type => "glance-api" } file { path => ['/var/log/glance/registry.log'] tags => ['glance', 'oslofmt'] type => "glance-registry" } file { path => ['/var/log/glance/scrubber.log'] tags => ['glance', 'oslofmt'] type => "glance-scrubber" } file { path => ['/var/log/ceilometer/ceilometer-agent-central.log'] tags => ['ceilometer', 'oslofmt'] type => "ceilometer-agent-central" } file { path => ['/var/log/ceilometer/ceilometer-alarm-notifier.log'] tags => ['ceilometer', 'oslofmt'] type => "ceilometer-alarm-notifier" } file { path => ['/var/log/ceilometer/ceilometer-api.log'] tags => ['ceilometer', 'oslofmt'] type => "ceilometer-api" } file { path => ['/var/log/ceilometer/ceilometer-alarm-evaluator.log'] tags => ['ceilometer', 'oslofmt'] type => "ceilometer-alarm-evaluator" } file { path => ['/var/log/ceilometer/ceilometer-collector.log'] tags => ['ceilometer', 'oslofmt'] type => "ceilometer-collector" } file { path => ['/var/log/heat/heat.log'] tags => ['heat', 'oslofmt'] type => "heat" } file { path => ['/var/log/neutron/neutron-server.log'] tags => ['neutron', 'oslofmt'] type => "neutron-server" } # Not collecting RabbitMQ logs for the moment # file { # path => ['/var/log/rabbitmq/rabbit@<%= @hostname %>.log'] # tags => ['rabbitmq', 'oslofmt'] # type => "rabbitmq" # } file { path => ['/var/log/httpd/access_log'] tags => ['horizon'] type => "horizon" } file { path => ['/var/log/httpd/error_log'] tags => ['horizon'] type => "horizon" } file { path => ['/var/log/httpd/horizon_access_log'] tags => ['horizon'] type => "horizon" } file { path => ['/var/log/httpd/horizon_error_log'] tags => ['horizon'] type => "horizon" } } filter { if "oslofmt" in [tags] { multiline { negate => true pattern => "^%{TIMESTAMP_ISO8601} " what => "previous" } multiline { negate => false pattern => "^%{TIMESTAMP_ISO8601}%{SPACE}%{NUMBER}?%{SPACE}?TRACE" what => "previous" } grok { # Do multiline matching as the above mutliline filter may add newlines # to the log messages. # TODO move the LOGLEVELs into a proper grok pattern. match => { "message" => "(?m)^%{TIMESTAMP_ISO8601:logdate}%{SPACE}%{NUMBER:pid}?%{SPACE}?(?<loglevel>AUDIT|CRITICAL|DEBUG|INFO|TRACE|WARNING|ERROR) [?%{NOTSPACE:module}]?%{SPACE}?%{GREEDYDATA:logmessage}?" } add_field => { "received_at" => "%{@timestamp}" } } } else if "keystonefmt" in [tags] { grok { # Do multiline matching as the above mutliline filter may add newlines # to the log messages. # TODO move the LOGLEVELs into a proper grok pattern. match => { "message" => "(?m)^%{TIMESTAMP_ISO8601:logdate}%{SPACE}%{NUMBER:pid}?%{SPACE}?(?<loglevel>AUDIT|CRITICAL|DEBUG|INFO|TRACE|WARNING|ERROR) [?%{NOTSPACE:module}]?%{SPACE}?%{GREEDYDATA:logmessage}?" } add_field => { "received_at" => "%{@timestamp}" } } if [module] == "iso8601.iso8601" { #log message for each part of the date? Really? drop {} } } else if "libvirt" in [tags] { grok { match => { "message" => "(?m)^%{TIMESTAMP_ISO8601:logdate}:%{SPACE}%{NUMBER:code}:?%{SPACE}[?%{NOTSPACE:loglevel}]?%{SPACE}?:?%{SPACE}[?%{NOTSPACE:module}]?%{SPACE}?%{GREEDYDATA:logmessage}?" } add_field => { "received_at" => "%{@timestamp}"} } mutate { uppercase => [ "loglevel" ] } } else if [type] == "syslog" { grok { match => { "message" => "%{SYSLOGTIMESTAMP:syslog_timestamp} %{SYSLOGHOST:syslog_hostname} %{DATA:syslog_program}(?:[%{POSINT:syslog_pid}])?: %{GREEDYDATA:logmessage}" } add_field => [ "received_at", "%{@timestamp}" ] } syslog_pri { severity_labels => ["ERROR", "ERROR", "ERROR", "ERROR", "WARNING", "INFO", "INFO", "DEBUG" ] } date { match => [ "syslog_timestamp", "MMM d HH:mm:ss", "MMM dd HH:mm:ss" ] } if !("_grokparsefailure" in [tags]) { mutate { replace => [ "@source_host", "%{syslog_hostname}" ] } } mutate { remove_field => [ "syslog_hostname", "syslog_timestamp" ] add_field => [ "loglevel", "%{syslog_severity}" ] add_field => [ "module", "%{syslog_program}" ] } } } output { elasticsearch { host => controller } }
openstack.org用来观察infra
http://logstash.openstack.org/#/dashboard/file/logstash.json
http://docs.openstack.org/infra/system-config/logstash.html
把ceilometer的数据发送到ELK
http://www.brownhat.org/wp/2014/09/18/openstack-logstash-and-elasticsearch-living-on-the-edge/