I would like to use graylog as central logging server and currently I am just using slf4j Logger "slf4j-api" as Java logging framework for logging in my java application. Can i use SLF4J to send logging to Graylog? or Which additional libraries do i need to send these logs to Graylog?
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SLF4J is just a facade for other logging libraries.
You have to use a GELF appender for the specific logging framework (Log4j, Logback, java.util.logging, etc.) you're using in your application.
Check out the Graylog Marketplace for existing GELF appenders for Java logging frameworks:

joschi
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As of 2023
Supposing one uses logback, you need to add appended to logback config.
New marketplace link would be
https://community.graylog.org/search?q=java%20%23marketplace
(as no so clearly explained in video )
However for some time top recommended appender is
https://github.com/mp911de/logstash-gelf -> https://logging.paluch.biz/examples/logback.html
<?xml version="1.0" encoding="UTF-8" ?>
<!DOCTYPE configuration>
<configuration>
<contextName>test</contextName>
<jmxConfigurator/>
<appender name="gelf" class="biz.paluch.logging.gelf.logback.GelfLogbackAppender">
<host>udp:localhost</host>
<port>12201</port>
<version>1.0</version>
<facility>logstash-gelf</facility>
<extractStackTrace>true</extractStackTrace>
<filterStackTrace>true</filterStackTrace>
<includeLocation>true</includeLocation>
<mdcProfiling>true</mdcProfiling>
<timestampPattern>yyyy-MM-dd HH:mm:ss,SSS</timestampPattern>
<maximumMessageSize>8192</maximumMessageSize>
<additionalFields>fieldName1=fieldValue1,fieldName2=fieldValue2</additionalFields>
<additionalFieldTypes>fieldName1=String,fieldName2=Double,fieldName3=Long</additionalFieldTypes>
<mdcFields>mdcField1,mdcField2</mdcFields>
<dynamicMdcFields>myMdc.*,[a-z]+Field</dynamicMdcFields>
<dynamicMdcFieldTypes>my_field.*=String,business\..*\.field=double</dynamicMdcFieldTypes>
<includeFullMdc>true</includeFullMdc>
<filter class="ch.qos.logback.classic.filter.ThresholdFilter">
<level>INFO</level>
</filter>
</appender>
<root level="DEBUG">
<appender-ref ref="gelf" />
</root>
</configuration>
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Paul Verest
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