在filebeat 6.0.0中如何将log输出到不同到kafka topics

2017年11月,elastic发布了最新的elastic stack 6.0.0版本,整个版本做了不少的改动,大家可以查阅官方的release note和break change。我们第一时间尝鲜,将日志分析系统升级到6.0.0。坑肯定是少不了了,这里,说一下filebeat升级后但影响。

在filebeat 5.x的版本中,如果你想在一个filebeat agent上收集不同的log,然后publish到不同的kakfa topics,可以这样做:

  • 定义多个 prospector,为每个prospector设置不同的document_type
  • 在kafka output中,使用%{[type]},来获取不同的document_type值,然后设置到topic中。(注意,请不要使用网上有些人说的topics,那是画蛇添足)

如下例:

filebeat.prospectors:
    # App logs - prospector
    - input_type: log
      paths:
        - /myapp/logs/myapp.log
      exclude_lines: [".+? INFO[^*].+", ".+? DEBUG[^*].+"]
      exclude_files: [".gz$", ".tmp"]
      fields:
        api: myappapi
        environment: STG
      ignore_older: 24h
      document_type: applog_myappapi
      scan_frequency: 1s

      # Multine on Timestamp, YYYY-MM-DD
      # https://www.elastic.co/guide/en/beats/filebeat/master/multiline-examples.html 
      multiline:
        pattern: '^[0-9]{4}-[0-9]{2}-[0-9]{2}'
        negate: true
        match: after
        max_lines: 500
        timeout: 5s

    # Server Stats - prospector
    - input_type: log
      paths:
        - /myapp/logs/serverstats.log

      # Exclude messages with log level
      exclude_lines: [".+? ERROR[^*].+", ".+? DEBUG[^*].+"]
      exclude_files: [".gz$", ".tmp"]
      fields:
        api: myappapi
        environment: STG
      ignore_older: 24h
      document_type: applog_myappapi_stats
      scan_frequency: 1s

    # ELB prospector
    -
      input_type: log
      paths:
        - /var/log/httpd/elasticbeanstalk-access_log
      document_type: elblog_myappapi
      fields:
        api: myappapi
        environment: STG
      exclude_lines: [".+? INFO[^*].+", ".+? DEBUG[^*].+"]
      exclude_files: [".gz$", ".tmp"]
      ignore_older: 24h

      # 0s, it is done as often as possible. Default: 10s
      scan_frequency: 1s
registry_file: /var/lib/filebeat/registry
############################# Output ##########################################
# Configure what outputs to use when sending the data collected by the beat.
# Multiple outputs may be used.
#----------------------------- Kafka output --------------------------------

output.kafka:
    # initial brokers for reading cluster metadata
    hosts: ["broker.1.ip.address:9092", "broker.2.ip.address:9092", "broker.3.ip.address:9092"]

    # message topic selection + partitioning

    topic: '%{[type]}'
    partition.round_robin:
      reachable_only: false

    required_acks: 1
    compression: gzip
    max_message_bytes: 1000000

但由于升级到6.0.0之后,document_type这个选项被deprecated了,也就没法通过%{[type]}来访问。因此,同样的配置会造成filebeat无法获得topic的配置,进而不能给kafka发送消息。而且还没有error log,cpu使用率一直是100%…
更坑爹的是,6.0.0的文档没有更新这一块,仍然给出了下面的例子:

output.kafka:
  # initial brokers for reading cluster metadata
  hosts: ["kafka1:9092", "kafka2:9092", "kafka3:9092"]

  # message topic selection + partitioning
  topic: '%{[type]}'
  partition.round_robin:
    reachable_only: false

  required_acks: 1
  compression: gzip
  max_message_bytes: 1000000

正确的做法是使用fields。然后通过%{[]}获取对应的值。例子:

filebeat.prospectors:

# Each - is a prospector. Most options can be set at the prospector level, so
# you can use different prospectors for various configurations.
# Below are the prospector specific configurations.

- type: log

  # Change to true to enable this prospector configuration.
  enabled: true

  # Paths that should be crawled and fetched. Glob based paths.
  paths:
    - /var/log/test1.log
    #- c:\programdata\elasticsearch\logs\*
  fields:
    log_topics: test1
- type: log
  enabled: true
  paths:
    - /var/log/test2.log
  fields:
    log_topics: test2
#----------------------------- kafka output --------------------------------
output.kafka:
# Boolean flag to enable or disable the output module.
  enabled: true

# The list of Kafka broker addresses from where to fetch the cluster metadata.
# The cluster metadata contain the actual Kafka brokers events are published
# to.
  hosts: [{{kafka_url}}]

# The Kafka topic used for produced events. The setting can be a format string
# using any event field. To set the topic from document type use `%{[type]}`.
  topic: '%{[fields][log_topics]}'

对应的,在logstash上,如果要分别解释对应的topic:

input {
  kafka{
        bootstrap_servers => "{{kafka_url}}"
        topics => ["test1","test2"]
        codec => "json"
        consumer_threads => 2
        enable_auto_commit => true
        auto_commit_interval_ms => "1000"
        group_id=> test
  }
}
filter {
  if[fields][log_topics] == "test1" {
    grok {
      patterns_dir => ["./patterns"]
      match => {
        "message" => "%{PLATFORM_SYSLOG}"
      }
    }
  }
  if[fields][log_topics] == "test2" {
    grok {
      patterns_dir => ["./patterns"]
      match => {
        "message" => "%{IAM_SYSLOG}"
      }
    }
  }

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