Fluent Bit: Official Manual
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4.0
4.0
  • Fluent Bit v4.0 Documentation
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  • Stream Processing
    • Introduction to Stream Processing
    • Overview
    • Changelog
    • Getting Started
      • Fluent Bit + SQL
      • Check Keys and NULL values
      • Hands On 101
  • Fluent Bit for Developers
    • C Library API
    • Ingest Records Manually
    • Golang Output Plugins
    • WASM Filter Plugins
    • WASM Input Plugins
    • Developer guide for beginners on contributing to Fluent Bit
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  1. Data Pipeline
  2. Parsers

Regular Expression

Last updated 1 month ago

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The Regex parser lets you define a custom Ruby regular expression that uses a named capture feature to define which content belongs to which key name.

Use when you need to support regexes across multiple lines from a tail. The input plugin treats each line as a separate entity.

Security Warning: Onigmo is a backtracking regex engine. When using expensive regex patterns Onigmo can take a long time to perform pattern matching. Read on OWASP for additional information.

Setting the format to regex requires a regex configuration key.

Configuration Parameters

The regex parser supports the following configuration parameters:

Key
Description
Default Value

Skip_Empty_Values

If enabled, the parser ignores empty value of the record.

True

Fluent Bit uses the regular expression library on Ruby mode.

You can use only alphanumeric characters and underscore in group names. For example, a group name like (?<user-name>.*) causes an error due to the invalid dash (-) character. Use the web editor to test your expressions.

The following parser configuration example provides rules that can be applied to an Apache HTTP Server log entry:

[PARSER]
    Name   apache
    Format regex
    Regex  ^(?<host>[^ ]*) [^ ]* (?<user>[^ ]*) \[(?<time>[^\]]*)\] "(?<method>\S+)(?: +(?<path>[^\"]*?)(?: +\S*)?)?" (?<code>[^ ]*) (?<size>[^ ]*)(?: "(?<referer>[^\"]*)" "(?<agent>[^\"]*)")?$
    Time_Key time
    Time_Format %d/%b/%Y:%H:%M:%S %z
    Types code:integer size:integer

As an example, review the following Apache HTTP Server log entry:

192.168.2.20 - - [29/Jul/2015:10:27:10 -0300] "GET /cgi-bin/try/ HTTP/1.0" 200 3395

This log entry doesn't provide a defined structure for Fluent Bit. Enabling the proper parser can help to make a structured representation of the entry:

[1154104030, {"host"=>"192.168.2.20",
              "user"=>"-",
              "method"=>"GET",
              "path"=>"/cgi-bin/try/",
              "code"=>"200",
              "size"=>"3395",
              "referer"=>"",
              "agent"=>""
              }
]
Tail
"ReDoS"
Onigmo
Rubular
Tail Multiline