group-lines parser

Available in AxoSyslog version 4.2 and newer.

The group-lines() parser correlates multi-line messages received as separate, but subsequent lines into a single log message. AxoSyslog first collects the received messages into streams of related messages (based on the key() parameter), then grouped into correlation contexts up to timeout() seconds long. Multi-line messages are then identified within these contexts.

  group-lines(
    key("$FILE_NAME")
    multi-line-mode("smart")
    template("$MESSAGE")
    timeout(10)
    line-separator("\n")
  );

The parser has the following options.

internal()

Accepted values: yes, no
Default: no

Description: Marks this pipeline element as internal. Elements marked as internal() are treated as an implementation detail, so for example statistics of the given pipe are available only on higher stats level. This option is mainly useful for developers or when writing SCL blocks and integrations.

key()

Type: template
Default:

Description: Specifies a template that determines which messages form a single stream. Messages where the template expansion results in the same key are considered part of the same stream. Using the key() option, you can extract multi-line messages even if different streams are interleaved in your input.

line-separator()

Type: string
Default: \n

Description: In case a multi-line message is found, this string is inserted between the of the new multi-line message. Defaults to the newline character.

multi-line-garbage()

Type: regular expression
Default: empty string

Description: Use the multi-line-garbage() option when processing multi-line messages that contain unneeded parts between the messages. Specify a string or regular expression that matches the beginning of the unneeded message parts. If the multi-line-garbage() option is set, AxoSyslog ignores the lines between the line matching the multi-line-garbage() and the next line matching multi-line-prefix(). See also the multi-line-prefix() option.

When receiving multi-line messages from a source when the multi-line-garbage() option is set, but no matching line is received between two lines that match multi-line-prefix(), AxoSyslog will continue to process the incoming lines as a single message until a line matching multi-line-garbage() is received.

To use the multi-line-garbage() option, set the multi-line-mode() option to prefix-garbage.

multi-line-mode()

Type: indented, prefix-garbage, prefix-suffix, regexp, smart
Default: empty string

Description: Use the multi-line-mode() option when processing multi-line messages. The AxoSyslog application provides the following methods to process multi-line messages:

  • indented: The indented mode can process messages where each line that belongs to the previous line is indented by whitespace, and the message continues until the first non-indented line. For example, the Linux kernel (starting with version 3.5) uses this format for /dev/log, as well as several applications, like Apache Tomcat.

        source s_tomcat {
            file("/var/log/tomcat/xxx.log" multi-line-mode(indented));
        };
    
  • prefix-garbage: The prefix-garbage mode uses a string or regular expression (set in multi-line-prefix()) that matches the beginning of the log messages, ignores newline characters from the source until a line matches the regular expression again, and treats the lines between the matching lines as a single message. For details on using multi-line-mode(prefix-garbage), see the multi-line-prefix() and multi-line-garbage() options.

  • prefix-suffix: The prefix-suffix mode uses a string or regular expression (set in multi-line-prefix()) that matches the beginning of the log messages, ignores newline characters from the source until a line matches the regular expression set in multi-line-suffix(), and treats the lines between multi-line-prefix() and multi-line-suffix() as a single message. Any other lines between the end of the message and the beginning of a new message (that is, a line that matches the multi-line-prefix() expression) are discarded. For details on using multi-line-mode(prefix-suffix), see the multi-line-prefix() and multi-line-suffix() options.

    The prefix-suffix mode is similar to the prefix-garbage mode, but it appends the garbage part to the message instead of discarding it.

  • smart: The smart mode recognizes multi-line data backtraces even if they span multiple lines in the input. The backtraces are converted to a single log message for easier analysis. Backtraces for the following programming languages are recognized : Python, Java, JavaScript, PHP, Go, Ruby, and Dart.

    smart mode is available in AxoSyslog version 4.2 and newer.

    The regular expressions to recognize these programming languages are specified in an external file called /usr/share/syslog-ng/smart-multi-line.fsm (installation path depends on configure arguments), in a format that is described in that file.

multi-line-prefix()

Type: regular expression starting with the ^ character
Default: empty string

Description: Use the multi-line-prefix() option to process multi-line messages, that is, log messages that contain newline characters (for example, Tomcat logs). Specify a string or regular expression that matches the beginning of the log messages (always start with the ^ character). Use as simple regular expressions as possible, because complex regular expressions can severely reduce the rate of processing multi-line messages. If the multi-line-prefix() option is set, AxoSyslog ignores newline characters from the source until a line matches the regular expression again, and treats the lines between the matching lines as a single message. See also the multi-line-garbage() option.

Example: Processing Tomcat logs

The log messages of the Apache Tomcat server are a typical example for multi-line log messages. The messages start with the date and time of the query in the YYYY.MM.DD HH:MM:SS format, as you can see in the following example.

   2010.06.09. 12:07:39 org.apache.catalina.startup.Catalina start
    SEVERE: Catalina.start:
    LifecycleException:  service.getName(): "Catalina";  Protocol handler start failed: java.net.BindException: Address already in use null:8080
           at org.apache.catalina.connector.Connector.start(Connector.java:1138)
           at org.apache.catalina.core.StandardService.start(StandardService.java:531)
           at org.apache.catalina.core.StandardServer.start(StandardServer.java:710)
           at org.apache.catalina.startup.Catalina.start(Catalina.java:583)
           at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
           at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39)
           at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:25)
           at java.lang.reflect.Method.invoke(Method.java:597)
           at org.apache.catalina.startup.Bootstrap.start(Bootstrap.java:288)
           at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
           at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39)
           at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:25)
           at java.lang.reflect.Method.invoke(Method.java:597)
           at org.apache.commons.daemon.support.DaemonLoader.start(DaemonLoader.java:177)
    2010.06.09. 12:07:39 org.apache.catalina.startup.Catalina start
    INFO: Server startup in 1206 ms
    2010.06.09. 12:45:08 org.apache.coyote.http11.Http11Protocol pause
    INFO: Pausing Coyote HTTP/1.1 on http-8080
    2010.06.09. 12:45:09 org.apache.catalina.core.StandardService stop
    INFO: Stopping service Catalina

To process these messages, specify a regular expression matching the timestamp of the messages in the multi-line-prefix() option. Such an expression is the following:

source s_file{file("/var/log/tomcat6/catalina.2010-06-09.log" follow-freq(0) multi-line-mode(regexp) multi-line-prefix("[0-9]{4}\.[0-9]{2}\.[0-9]{2}\.") flags(no-parse));};
    };

Note that flags(no-parse) is needed to prevent AxoSyslog trying to interpret the date in the message.

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multi-line-suffix()

Type: regular expression
Default: empty string

Description: Use the multi-line-suffix() option when processing multi-line messages. Specify a string or regular expression that matches the end of the multi-line message.

To use the multi-line-suffix() option, set the multi-line-mode() option to prefix-suffix. See also the multi-line-prefix() option.

scope()

Type: process, program, host, or global
Default: global

Description: Specifies which messages belong to the same context. The following values are available:

  • process: Only messages that are generated by the same process of a client belong to the same context, that is, messages that have identical ${HOST}, ${PROGRAM} and ${PID} values.
  • program: Messages that are generated by the same application of a client belong to the same context, that is, messages that have identical ${HOST} and ${PROGRAM} values.
  • host: Every message generated by a client belongs to the same context, only the ${HOST} value of the messages must be identical.
  • global: Every message belongs to the same context. This is the default value.

sort-key()

Type: template
Default:

Description: Sorts the lines of the correlation context before AxoSyslog assembles them into a single multi-line message. Use this option when the lines can arrive out of order. Note that specifying several macros or a complex template in sort-key() can slow down AxoSyslog.

template()

Type: template
Default:

Description: A template string that specifies what constitutes an line to group-lines(). In simple cases this is ${MSG} or ${RAWMSG}.

timeout()

Type: number (seconds)
Default:

Description: Specifies the maximum time to wait for the remaining lines of a multi-line message. If no new line is added to the correlation context during this period, AxoSyslog considers the multi-line message complete and forwards it. If a new line is added to the context, the timeout period restarts.