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Filebeat modules dev guide #3616
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[[filebeat-modules-devguide]] | ||
== Developer guide: creating a new module | ||
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This guide will walk you through creating a new Filebeat module. | ||
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All Filebeat modules currently live in the main | ||
https://github.com/elastic/beats[Beats] repository. To clone the repository and | ||
build Filebeat (which you will need for testing), please follow the general | ||
Beats https://github.com/elastic/beats/blob/master/CONTRIBUTING.md[CONTRIBUTING] | ||
guide. | ||
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=== Overview | ||
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Each Filebeat module is composed by one or more "filesets". We usually create a | ||
module for each service that we support (`nginx` for Nginx, `mysql` for Mysql, | ||
etc.) and a fileset for each type of logs that that service creates. For | ||
example, the Nginx module has `access` and `error` filesets. You can contribute | ||
a new module (with at least one fileset) or only a new fileset into an existing | ||
module. | ||
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=== Creating a new fileset | ||
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Regardless of whether you are creating a fielset in a new module or in an | ||
existing module, the procedure is similar. Run the following command in the | ||
`filebeat` folder: | ||
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[source,bash] | ||
---- | ||
make create-metricset | ||
---- | ||
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You'll be prompted to enter a module and metricset name. Only use characters | ||
`[a-z]` and, if required, underscores (`_`). No other characters are allowed. | ||
For the module name, you can us either a new module name or an existing module | ||
name. If the module doesn't exist, it will be created. | ||
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In this guide we use `{fileset}` and `{module}` as placeholders for the fileset | ||
and module names. You need to replace these with the actual names you entered in | ||
the previous command. | ||
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After running the above make command, you'll find the fileset, along with its | ||
generated files, under `module/{module}/{fileset}`. This directory | ||
contains the following files: | ||
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[source,bash] | ||
---- | ||
module/{module}/{fileset} | ||
├── manifest.yml | ||
├── config | ||
│ └── {fileset}.yml | ||
├── ingest | ||
│ └── pipeline.json | ||
├── _meta | ||
│ └── fields.yml | ||
└── test | ||
---- | ||
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Let's look at these files one by one. | ||
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==== manifest.yml | ||
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The `manifest.yml` is the control file for the module, where variables are | ||
defined and the other files are referenced. It is a YAML file, but in many | ||
places in it, built-in or defined variables can be used using the | ||
`{{.variable}}` syntax. | ||
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The `var` section of the file defines the fileset variables and their default | ||
values. The module variables can be referenced in the rest of the configuration | ||
files, and their value can be overridden at runtime via the Filebeat | ||
configuration. | ||
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As the fileset creator, you can use any names for the variables you define. Each | ||
variable must have a default value. So in it's simplest form, this is how you | ||
can define a new variable: | ||
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[source,yaml] | ||
---- | ||
var: | ||
- name: pipeline | ||
default: with_plugins | ||
---- | ||
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Most fileset should have a `paths` variable defined, in which the default paths | ||
where the log files are found should be set: | ||
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[source,yaml] | ||
---- | ||
var: | ||
- name: paths | ||
default: | ||
- /example/test.log* | ||
os.darwin: | ||
- /usr/local/example/test.log* | ||
- /example/test.log* | ||
os.windows: | ||
- c:/programdata/example/logs/test.log* | ||
---- | ||
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There's quite a lot going on in the above, so let's break it down: | ||
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* The name of the variable is `paths` and the default value is an array with one | ||
element: `"/example/test.log*"`. | ||
* Note that variable values don't have to be strings, | ||
they can be also numbers, objects, or like in this example, arrays. | ||
* We will use the `paths` variable to set the prospector | ||
<<prospector-paths,paths>> setting, so "glob" values can be used here. | ||
* Besides the `default` value, the above also defines values for particular | ||
operating systems: a default for darwin/OS X/macOS systems and a default for | ||
Windows systems. These are introduced via the `os.darwin` and `os.windows` | ||
keywords. The values under these keys become the default for the variable, if | ||
Filebeat is executed on the respective OS. | ||
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Besides the variable definition, the `manifest.yml` file also contains | ||
references to the ingest pipeline and prospector configuration to use (see next | ||
sections): | ||
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[source,yaml] | ||
---- | ||
ingest_pipeline: ingest/pipeline.json | ||
prospector: config/testfileset.yml | ||
---- | ||
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These should point to the respective files from the fileset. | ||
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Note that when evaluating both of these, the variables are expanded, which | ||
enables you to select one file or the other depending on the value of a | ||
variable. For example: | ||
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[source,yaml] | ||
---- | ||
ingest_pipeline: ingest/{{.pipeline}}.json | ||
---- | ||
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This will the ingest pipeline file that matches the `pipeline` variable value in | ||
the file name. | ||
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==== config/*.yml | ||
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Under the `config/` folder there are the template files that generate Filebeat | ||
prospector configurations. The Filebeat prospectors are primarily responsible | ||
with tailing the files, filtering, and multi-line stitching, so that is what is | ||
configured here. | ||
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A typical example, which is also what is automatically generated, looks like | ||
this: | ||
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[source,yaml] | ||
---- | ||
input_type: log | ||
paths: | ||
{{ range $i, $path := .paths }} | ||
- {{$path}} | ||
{{ end }} | ||
exclude_files: [".gz$"] | ||
---- | ||
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The template needs to generate a valid Filebeat prospector configuration in the | ||
YAML format. The options accepted by the prospector configuration can be found | ||
in this <<configuration-filebeat-options,section>>. | ||
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The templating language used in these files is the one defined in the | ||
https://golang.org/pkg/text/template/[Golang standard library]. In this example, | ||
the `paths` variable is used to construct the `paths` list for the | ||
<<prospector-paths>> option. | ||
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Here is another example that also configures multiline stitching: | ||
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[source,yaml] | ||
---- | ||
input_type: log | ||
paths: | ||
{{ range $i, $path := .paths }} | ||
- {{$path}} | ||
{{ end }} | ||
exclude_files: [".gz$"] | ||
multiline: | ||
pattern: "^# User@Host: " | ||
negate: true | ||
match: after | ||
---- | ||
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While you can add multiple configuration files under the `config/` folder, only | ||
the one indicated by the `manifest.yml` file will be loaded. You can use | ||
variables to dynamically switch between configurations. | ||
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==== ingest/*.json | ||
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Under the `ingest/` folder there are the Elasticsearch | ||
{elasticsearch}/ingest.html[Ingest Node] pipeline configurations. The Ingest | ||
Node pipelines are responsible with parsing the log lines and doing other | ||
manipulations on the data. | ||
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The files in this folder are JSON documents representing | ||
{elasticsearch}pipeline.html[pipeline definitions]. Just like with the `config/` | ||
folder, you can define multiple pipelines, but a single one is loaded at runtime | ||
based on the information from `manifest.yml`. | ||
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The generator creates a JSON object similar to this one: | ||
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[source,json] | ||
---- | ||
{ | ||
"description": "Pipeline for parsing {module} {fileset} logs", | ||
"processors": [ | ||
], | ||
"on_failure" : [{ | ||
"set" : { | ||
"field" : "error", | ||
"value" : "{{ _ingest.on_failure_message }}" | ||
} | ||
}] | ||
} | ||
---- | ||
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From here, you would typically add processors to the `processors` array to do | ||
the actual parsing. For details on how to use the Ingest Node processors, please | ||
visit the respective {elasticsearch}/ingest-processors.html[documentation]. In | ||
particular, you will likely find the Grok processor to be useful for parsing. | ||
Here is an example for parsing the Nginx access logs. | ||
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[source,json] | ||
---- | ||
{ | ||
"grok": { | ||
"field": "message", | ||
"patterns":[ | ||
"%{IPORHOST:nginx.access.remote_ip} - %{DATA:nginx.access.user_name} \\[%{HTTPDATE:nginx.access.time}\\] \"%{WORD:nginx.access.method} %{DATA:nginx.access.url} HTTP/%{NUMBER:nginx.access.http_version}\" %{NUMBER:nginx.access.response_code} %{NUMBER:nginx.access.body_sent.bytes} \"%{DATA:nginx.access.referrer}\" \"%{DATA:nginx.access.agent}\"" | ||
], | ||
"ignore_missing": true | ||
} | ||
} | ||
---- | ||
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Note that you should follow the convention of naming of fields prefixed with the | ||
module and fileset name: `{module}.{fileset}.field`, e.g. | ||
`nginx.access.remote_ip`. Also, please review our | ||
{libbeat}/event-conventions.html[field naming conventions]. | ||
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While developing the pipeline definition, we recommend making use of the | ||
{elasticsearch}/simulate-pipeline-api.html[Simulate Pipeline API] for testing | ||
and quick iteration. | ||
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==== _meta/fields.yml | ||
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The `fields.yml` file contains the top level structure for the fields in your | ||
fieldset. It is used as the source of truth for: | ||
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* the generated Elasticsearch mapping template | ||
* the generated Kibana index pattern | ||
* the generated documentation for the exported fields | ||
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Besides the `fields.yml` file in the fileset, there is also a `fields.yml` file | ||
at the module level, placed under `module/{module}/_meta/fields.yml`, which | ||
should contain the fields defined at the module level, and the description of | ||
the module itself. In most cases, you should add the fields at the fileset | ||
level. | ||
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==== test | ||
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In the `test/` directory you should place sample log files generated by the | ||
service. We have integration tests, automatically executed by CI, that will run | ||
Filebeat on each of the log files under the `test/` folder and check that there | ||
are no parsing errors and that all fields are documented. | ||
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In addition, assuming you have a `test.log` file, you can add a | ||
`test.log-expected.json` file in the same directory that contains the expected | ||
documents as they are found via an Elasticsearch search. In this case, the | ||
integration tests will automatically check that the result is the same on each | ||
run. | ||
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=== Module level files | ||
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Besides the files in the fileset folder, there is also data that needs to be | ||
filled at the module level. | ||
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==== _meta/docs.asciidoc | ||
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This file contains module specific documentation. You should include information | ||
about which versions of the service were tested and about which variables is | ||
each fileset defining. | ||
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==== _meta/fields.yml | ||
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The module level `fields.yml` contains descriptions for the module level fields. | ||
Please review and update the title and the descriptions in this file. The title | ||
is used as a title in the docs, so it's best to use capitalize it. | ||
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==== _meta/kibana | ||
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This folder contains the sample Kibana dashboards for this module. To create | ||
them, you can build them visually in Kibana and then run the following command: | ||
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[source,shell] | ||
---- | ||
$ cd filebeat/module/{module}/ | ||
python ../../../dev-tools/export_dashboards.py --regex {module} --dir _meta/kibana | ||
---- | ||
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Where the `--regex` parameter should match the dashboard you want to export. | ||
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You can find more details about the process of creating and exporting the Kibana | ||
dashboards by reading this {libbeat}/new-dashboards.html[this guide]. |
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Not only related to this guide, but we should probably have contributing as part of the docs to also have it specific to a version.
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Yeah, we should probably move that to the docs.