如何删除 filebeat 元数据
how to remove filebeat metadata
我正在使用 filebeat 将传入的日志从 haproxy 转发到 Kafka 主题，但是在转发 filebeat 之后，向 kafka 消息添加了如此多的元数据，这会消耗更多我想避免的内存。
消息从 filebeat 下沉到 kafka 的示例，其中添加了元数据、主机和许多其他内容：
{
"@timestamp": "2017-03-27T08:14:09.508Z",
“打”： {
“主机名”：“舞台-kube03”，
“名称”：“舞台-kube03”，
“版本”：“5.2.1”
},
"input_type": "日志",
“信息”： {
“信息”： {
“活动类型”：空
},
“偏移量”：3783008，
"来源": "/var/log/audit.log",
“类型”：“日志”
}
我如何 control/reduce 将附加元数据 filebeat 添加到 kafka 消息以及日志行有效负载？下面是我的 filebeat.yml 文件
###################### Filebeat Configuration Example #########################
# This file is an example configuration file highlighting only the most common
# options. The filebeat.reference.yml file from the same directory contains all the
# supported options with more comments. You can use it as a reference.
#
# You can find the full configuration reference here:
# https://www.elastic.co/guide/en/beats/filebeat/index.html
# For more available modules and options, please see the filebeat.reference.yml sample
# configuration file.
#=========================== Filebeat inputs =============================
filebeat.inputs:
# Each - is an input. Most options can be set at the input level, so
# you can use different inputs for various configurations.
# Below are the input specific configurations.
- type: log
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- /var/log/haproxy.log
#exclude_files: [".gz$"]
#fields:
# codec: plain
# token: USER_TOKEN
# type: haproxy_log
#fields_under_root: true
#- c:\programdata\elasticsearch\logs\*
processors:
- drop_event:
# fields: ["prospector","event","dataset"]
# Exclude lines. A list of regular expressions to match. It drops the lines that are
# matching any regular expression from the list.
#exclude_lines: ['^DBG']
exclude_lines: ['^source']
# Include lines. A list of regular expressions to match. It exports the lines that are
# matching any regular expression from the list.
#include_lines: ['^ERR', '^WARN']
# Exclude files. A list of regular expressions to match. Filebeat drops the files that
# are matching any regular expression from the list. By default, no files are dropped.
#exclude_files: ['.gz$']
# Optional additional fields. These fields can be freely picked
# to add additional information to the crawled log files for filtering
#fields:
# level: debug
# review: 1
### Multiline options
# Multiline can be used for log messages spanning multiple lines. This is common
# for Java Stack Traces or C-Line Continuation
# The regexp Pattern that has to be matched. The example pattern matches all lines starting with [
#multiline.pattern: ^\[
# Defines if the pattern set under pattern should be negated or not. Default is false.
#multiline.negate: false
# Match can be set to "after" or "before". It is used to define if lines should be append to a pattern
# that was (not) matched before or after or as long as a pattern is not matched based on negate.
# Note: After is the equivalent to previous and before is the equivalent to to next in Logstash
#multiline.match: after
#============================= Filebeat modules ===============================
filebeat.config.modules:
# Glob pattern for configuration loading
path: ${path.config}/modules.d/*.yml
# Set to true to enable config reloading
reload.enabled: false
# Period on which files under path should be checked for changes
#reload.period: 10s
#==================== Elasticsearch template setting ==========================
setup.template.settings:
index.number_of_shards: 3
#index.codec: best_compression
#_source.enabled: false
#================================ General =====================================
# The name of the shipper that publishes the network data. It can be used to group
# all the transactions sent by a single shipper in the web interface.
#name:
# The tags of the shipper are included in their own field with each
# transaction published.
#tags: ["service-X", "web-tier"]
# Optional fields that you can specify to add additional information to the
# output.
#fields:
# env: staging
#============================== Dashboards =====================================
# These settings control loading the sample dashboards to the Kibana index. Loading
# the dashboards is disabled by default and can be enabled either by setting the
# options here, or by using the `-setup` CLI flag or the `setup` command.
#setup.dashboards.enabled: false
# The URL from where to download the dashboards archive. By default this URL
# has a value which is computed based on the Beat name and version. For released
# versions, this URL points to the dashboard archive on the artifacts.elastic.co
# website.
#setup.dashboards.url:
#============================== Kibana =====================================
# Starting with Beats version 6.0.0, the dashboards are loaded via the Kibana API.
# This requires a Kibana endpoint configuration.
setup.kibana:
# Kibana Host
# Scheme and port can be left out and will be set to the default (http and 5601)
# In case you specify and additional path, the scheme is required: http://localhost:5601/path
# IPv6 addresses should always be defined as: https://[2001:db8::1]:5601
#host: "localhost:5601"
# Kibana Space ID
# ID of the Kibana Space into which the dashboards should be loaded. By default,
# the Default Space will be used.
#space.id:
#============================= Elastic Cloud ==================================
# These settings simplify using filebeat with the Elastic Cloud (https://cloud.elastic.co/).
# The cloud.id setting overwrites the `output.elasticsearch.hosts` and
# `setup.kibana.host` options.
# You can find the `cloud.id` in the Elastic Cloud web UI.
#cloud.id:
# The cloud.auth setting overwrites the `output.elasticsearch.username` and
# `output.elasticsearch.password` settings. The format is `<user>:<pass>`.
#cloud.auth:
#================================ Outputs =====================================
# Configure what output to use when sending the data collected by the beat.
#-------------------------- Elasticsearch output ------------------------------
#output.elasticsearch:
# Array of hosts to connect to.
# hosts: ["localhost:9200"]
# Enabled ilm (beta) to use index lifecycle management instead daily indices.
#ilm.enabled: false
# Optional protocol and basic auth credentials.
#protocol: "https"
#username: "elastic"
#password: "changeme"
#----------------------------- Logstash output --------------------------------
#output.logstash:
# The Logstash hosts
#hosts: ["localhost:5044"]
# Optional SSL. By default is off.
# List of root certificates for HTTPS server verifications
#ssl.certificate_authorities: ["/etc/pki/root/ca.pem"]
# Certificate for SSL client authentication
#ssl.certificate: "/etc/pki/client/cert.pem"
# Client Certificate Key
#ssl.key: "/etc/pki/client/cert.key"
#================================ Processors =====================================
# Configure processors to enhance or manipulate events generated by the beat.
processors:
- add_host_metadata: ~
- add_cloud_metadata: ~
#================================ Logging =====================================
# Sets log level. The default log level is info.
# Available log levels are: error, warning, info, debug
#logging.level: debug
# At debug level, you can selectively enable logging only for some components.
# To enable all selectors use ["*"]. Examples of other selectors are "beat",
# "publish", "service".
#logging.selectors: ["*"]
#============================== Xpack Monitoring ===============================
# filebeat can export internal metrics to a central Elasticsearch monitoring
# cluster. This requires xpack monitoring to be enabled in Elasticsearch. The
# reporting is disabled by default.
# Set to true to enable the monitoring reporter.
#xpack.monitoring.enabled: false
# Uncomment to send the metrics to Elasticsearch. Most settings from the
# Elasticsearch output are accepted here as well. Any setting that is not set is
# automatically inherited from the Elasticsearch output configuration, so if you
# have the Elasticsearch output configured, you can simply uncomment the
# following line.
#xpack.monitoring.elasticsearch:
output.kafka:
hosts: ["10.12.0.90:9092"]
topic: "data-meter-topic"
codec.json:
pretty: true
您需要删除您明确添加的额外 add_host_metadata 和 add_cloud_metadata 元数据，并删除带有 drop_field processor:
的其余字段
我已经测试了您的配置并更改了以下内容：
filebeat.inputs:
- type: log
enabled: true
paths:
- /var/log/*.log
output.console:
pretty: true
processors:
- drop_fields:
fields: ["agent", "log", "input", "host", "ecs" ]
#- add_host_metadata: ~
#- add_cloud_metadata: ~
结果：
{
"@timestamp": "2020-11-27T15:55:17.098Z",
"@metadata": {
"beat": "filebeat",
"type": "_doc",
"version": "7.10.0"
},
"message": "2020-11-27 00:29:58 status installed libc-bin:amd64 2.28-10"
}
根据 documentation，您无法删除某些元数据，即 @timestamp 和 type（应包括 @metadata 字段）。
The drop_fields processor specifies which fields to drop if a certain
condition is fulfilled. The condition is optional. If it’s missing,
the specified fields are always dropped. The @timestamp and type
fields cannot be dropped, even if they show up in the drop_fields
list.
编辑：
因为你似乎是 运行 filebeat 5.2.1，我尝试了以下配置，比 filebeat 7.x:
更成功
filebeat.prospectors:
- input_type: log
paths:
- /var/log/*.log
output.console:
pretty: true
processors:
- drop_fields:
fields: ["log_type", "input_type", "offset", "beat", "source"]
结果：
{
"@timestamp": "2020-11-30T09:51:40.404Z",
"message": "2020-11-27 00:29:58 status half-configured vim:amd64 2:8.1.0875-5",
"type": "log"
}
编辑2：
相反，因为你发布了 filebeat 6.8.0 版本输出，我也用这个完全相同的版本进行了测试：
filebeat.inputs:
- type: log
enabled: true
paths:
- /var/log/*.log
output.console:
pretty: true
processors:
- drop_fields:
fields: ["beat", "source", "prospector", "offset", "host", "log", "input", "event", "fileset" ]
#- add_host_metadata: ~
#- add_cloud_metadata: ~
输出：
{
"@timestamp": "2020-11-30T10:08:26.176Z",
"@metadata": {
"beat": "filebeat",
"type": "doc",
"version": "6.8.0"
},
"message": "2020-11-27 00:29:58 status unpacked vim:amd64 2:8.1.0875-5"
}
我正在使用 filebeat 将传入的日志从 haproxy 转发到 Kafka 主题，但是在转发 filebeat 之后，向 kafka 消息添加了如此多的元数据，这会消耗更多我想避免的内存。
消息从 filebeat 下沉到 kafka 的示例，其中添加了元数据、主机和许多其他内容：
{ "@timestamp": "2017-03-27T08:14:09.508Z", “打”： { “主机名”：“舞台-kube03”， “名称”：“舞台-kube03”， “版本”：“5.2.1” }, "input_type": "日志", “信息”： { “信息”： { “活动类型”：空 }, “偏移量”：3783008， "来源": "/var/log/audit.log", “类型”：“日志” } 我如何 control/reduce 将附加元数据 filebeat 添加到 kafka 消息以及日志行有效负载？下面是我的 filebeat.yml 文件
###################### Filebeat Configuration Example #########################
# This file is an example configuration file highlighting only the most common
# options. The filebeat.reference.yml file from the same directory contains all the
# supported options with more comments. You can use it as a reference.
#
# You can find the full configuration reference here:
# https://www.elastic.co/guide/en/beats/filebeat/index.html
# For more available modules and options, please see the filebeat.reference.yml sample
# configuration file.
#=========================== Filebeat inputs =============================
filebeat.inputs:
# Each - is an input. Most options can be set at the input level, so
# you can use different inputs for various configurations.
# Below are the input specific configurations.
- type: log
# Change to true to enable this input configuration.
enabled: true
# Paths that should be crawled and fetched. Glob based paths.
paths:
- /var/log/haproxy.log
#exclude_files: [".gz$"]
#fields:
# codec: plain
# token: USER_TOKEN
# type: haproxy_log
#fields_under_root: true
#- c:\programdata\elasticsearch\logs\*
processors:
- drop_event:
# fields: ["prospector","event","dataset"]
# Exclude lines. A list of regular expressions to match. It drops the lines that are
# matching any regular expression from the list.
#exclude_lines: ['^DBG']
exclude_lines: ['^source']
# Include lines. A list of regular expressions to match. It exports the lines that are
# matching any regular expression from the list.
#include_lines: ['^ERR', '^WARN']
# Exclude files. A list of regular expressions to match. Filebeat drops the files that
# are matching any regular expression from the list. By default, no files are dropped.
#exclude_files: ['.gz$']
# Optional additional fields. These fields can be freely picked
# to add additional information to the crawled log files for filtering
#fields:
# level: debug
# review: 1
### Multiline options
# Multiline can be used for log messages spanning multiple lines. This is common
# for Java Stack Traces or C-Line Continuation
# The regexp Pattern that has to be matched. The example pattern matches all lines starting with [
#multiline.pattern: ^\[
# Defines if the pattern set under pattern should be negated or not. Default is false.
#multiline.negate: false
# Match can be set to "after" or "before". It is used to define if lines should be append to a pattern
# that was (not) matched before or after or as long as a pattern is not matched based on negate.
# Note: After is the equivalent to previous and before is the equivalent to to next in Logstash
#multiline.match: after
#============================= Filebeat modules ===============================
filebeat.config.modules:
# Glob pattern for configuration loading
path: ${path.config}/modules.d/*.yml
# Set to true to enable config reloading
reload.enabled: false
# Period on which files under path should be checked for changes
#reload.period: 10s
#==================== Elasticsearch template setting ==========================
setup.template.settings:
index.number_of_shards: 3
#index.codec: best_compression
#_source.enabled: false
#================================ General =====================================
# The name of the shipper that publishes the network data. It can be used to group
# all the transactions sent by a single shipper in the web interface.
#name:
# The tags of the shipper are included in their own field with each
# transaction published.
#tags: ["service-X", "web-tier"]
# Optional fields that you can specify to add additional information to the
# output.
#fields:
# env: staging
#============================== Dashboards =====================================
# These settings control loading the sample dashboards to the Kibana index. Loading
# the dashboards is disabled by default and can be enabled either by setting the
# options here, or by using the `-setup` CLI flag or the `setup` command.
#setup.dashboards.enabled: false
# The URL from where to download the dashboards archive. By default this URL
# has a value which is computed based on the Beat name and version. For released
# versions, this URL points to the dashboard archive on the artifacts.elastic.co
# website.
#setup.dashboards.url:
#============================== Kibana =====================================
# Starting with Beats version 6.0.0, the dashboards are loaded via the Kibana API.
# This requires a Kibana endpoint configuration.
setup.kibana:
# Kibana Host
# Scheme and port can be left out and will be set to the default (http and 5601)
# In case you specify and additional path, the scheme is required: http://localhost:5601/path
# IPv6 addresses should always be defined as: https://[2001:db8::1]:5601
#host: "localhost:5601"
# Kibana Space ID
# ID of the Kibana Space into which the dashboards should be loaded. By default,
# the Default Space will be used.
#space.id:
#============================= Elastic Cloud ==================================
# These settings simplify using filebeat with the Elastic Cloud (https://cloud.elastic.co/).
# The cloud.id setting overwrites the `output.elasticsearch.hosts` and
# `setup.kibana.host` options.
# You can find the `cloud.id` in the Elastic Cloud web UI.
#cloud.id:
# The cloud.auth setting overwrites the `output.elasticsearch.username` and
# `output.elasticsearch.password` settings. The format is `<user>:<pass>`.
#cloud.auth:
#================================ Outputs =====================================
# Configure what output to use when sending the data collected by the beat.
#-------------------------- Elasticsearch output ------------------------------
#output.elasticsearch:
# Array of hosts to connect to.
# hosts: ["localhost:9200"]
# Enabled ilm (beta) to use index lifecycle management instead daily indices.
#ilm.enabled: false
# Optional protocol and basic auth credentials.
#protocol: "https"
#username: "elastic"
#password: "changeme"
#----------------------------- Logstash output --------------------------------
#output.logstash:
# The Logstash hosts
#hosts: ["localhost:5044"]
# Optional SSL. By default is off.
# List of root certificates for HTTPS server verifications
#ssl.certificate_authorities: ["/etc/pki/root/ca.pem"]
# Certificate for SSL client authentication
#ssl.certificate: "/etc/pki/client/cert.pem"
# Client Certificate Key
#ssl.key: "/etc/pki/client/cert.key"
#================================ Processors =====================================
# Configure processors to enhance or manipulate events generated by the beat.
processors:
- add_host_metadata: ~
- add_cloud_metadata: ~
#================================ Logging =====================================
# Sets log level. The default log level is info.
# Available log levels are: error, warning, info, debug
#logging.level: debug
# At debug level, you can selectively enable logging only for some components.
# To enable all selectors use ["*"]. Examples of other selectors are "beat",
# "publish", "service".
#logging.selectors: ["*"]
#============================== Xpack Monitoring ===============================
# filebeat can export internal metrics to a central Elasticsearch monitoring
# cluster. This requires xpack monitoring to be enabled in Elasticsearch. The
# reporting is disabled by default.
# Set to true to enable the monitoring reporter.
#xpack.monitoring.enabled: false
# Uncomment to send the metrics to Elasticsearch. Most settings from the
# Elasticsearch output are accepted here as well. Any setting that is not set is
# automatically inherited from the Elasticsearch output configuration, so if you
# have the Elasticsearch output configured, you can simply uncomment the
# following line.
#xpack.monitoring.elasticsearch:
output.kafka:
hosts: ["10.12.0.90:9092"]
topic: "data-meter-topic"
codec.json:
pretty: true
您需要删除您明确添加的额外 add_host_metadata 和 add_cloud_metadata 元数据，并删除带有 drop_field processor:
我已经测试了您的配置并更改了以下内容：
filebeat.inputs:
- type: log
enabled: true
paths:
- /var/log/*.log
output.console:
pretty: true
processors:
- drop_fields:
fields: ["agent", "log", "input", "host", "ecs" ]
#- add_host_metadata: ~
#- add_cloud_metadata: ~
结果：
{
"@timestamp": "2020-11-27T15:55:17.098Z",
"@metadata": {
"beat": "filebeat",
"type": "_doc",
"version": "7.10.0"
},
"message": "2020-11-27 00:29:58 status installed libc-bin:amd64 2.28-10"
}
根据 documentation，您无法删除某些元数据，即 @timestamp 和 type（应包括 @metadata 字段）。
The drop_fields processor specifies which fields to drop if a certain condition is fulfilled. The condition is optional. If it’s missing, the specified fields are always dropped. The @timestamp and type fields cannot be dropped, even if they show up in the drop_fields list.
编辑：
因为你似乎是 运行 filebeat 5.2.1，我尝试了以下配置，比 filebeat 7.x:
更成功filebeat.prospectors:
- input_type: log
paths:
- /var/log/*.log
output.console:
pretty: true
processors:
- drop_fields:
fields: ["log_type", "input_type", "offset", "beat", "source"]
结果：
{
"@timestamp": "2020-11-30T09:51:40.404Z",
"message": "2020-11-27 00:29:58 status half-configured vim:amd64 2:8.1.0875-5",
"type": "log"
}
编辑2：
相反，因为你发布了 filebeat 6.8.0 版本输出，我也用这个完全相同的版本进行了测试：
filebeat.inputs:
- type: log
enabled: true
paths:
- /var/log/*.log
output.console:
pretty: true
processors:
- drop_fields:
fields: ["beat", "source", "prospector", "offset", "host", "log", "input", "event", "fileset" ]
#- add_host_metadata: ~
#- add_cloud_metadata: ~
输出：
{
"@timestamp": "2020-11-30T10:08:26.176Z",
"@metadata": {
"beat": "filebeat",
"type": "doc",
"version": "6.8.0"
},
"message": "2020-11-27 00:29:58 status unpacked vim:amd64 2:8.1.0875-5"
}