Spring Boot Curator and ELK - JSON Message Log

Application Server

One of the things I love about spring is the simplicity of things. To create an application server that has a health and metric rest interface is very simple. For the application server I use Spring Boot (http://projects.spring.io/spring-boot/). For adding the health and metrics I use the Spring Curator (https://github.com/spring-projects/spring-boot/tree/master/spring-boot-actuator).

Now that I have my application up and running, I wan’t to monitor the application with a nice GUI with history. To do this I use ELK – Elastic Search, LogStash and Kibana. Kibana is the GUI interface. Elastic Search is the Database, and LogStash enters the data.

To implement this I could have added a mechanism to send my health and metrics directly to Elastic Search but this would be a solution specific implementation. I also do not want errors or checking of the Elastic Search Status in my application to run. This is where LogStash comes in. All I need to implement in my application is writing of the log files. Spring Boot comes with slf4j built in (http://docs.spring.io/spring-boot/docs/current/reference/html/howto-logging.html). Now all that I need is to send my health and metrics to different log files for the LogStash to use.

Log Files

First step to create the log files is to use logback as our log implementation. For that you need to add to your resources folder the logback.xml file (http://docs.spring.io/spring-boot/docs/current-SNAPSHOT/reference/htmlsingle/#boot-features-logback-extensions). Here you can define the rolling of the log file and the format.

To get the log files into Elastic Search you have two options. The first way is to configure the logstash to use parse the log files of spring boot using grok (https://www.elastic.co/guide/en/logstash/current/plugins-filters-grok.html).

Since we know that we will be using LogStash it is better to have the log files formatted from the begging in json format for LogStash. To do this we will use the LogStash encoder for logback. For example:

<appender name="LogStashHealthFile" class="ch.qos.logback.core.rolling.RollingFileAppender">
    <encoder class="net.logstash.logback.encoder.LoggingEventCompositeJsonEncoder">
        <providers>
            <timestamp/>
            <version/>
            <threadName/>
            <loggerName/>
            <logLevel/>
            <logLevelValue/>
            <context/>
            <arguments/>
            <message/>
        </providers>
    </encoder>
    <File>../log/log-stash-health.log</File>
    <rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
        
        <fileNamePattern>../log/archive/log-stash-health.%d{yyyy-MM-dd}.%i.log.gz</fileNamePattern>
        <maxHistory>14</maxHistory>
        <timeBasedFileNamingAndTriggeringPolicy class="ch.qos.logback.core.rolling.SizeAndTimeBasedFNATP">
            
            <maxFileSize>5MB</maxFileSize>
        </timeBasedFileNamingAndTriggeringPolicy>
    </rollingPolicy>
</appender>

To use the encoder you need to add the following maven dependency:

<dependency>
    <groupId>net.logstash.logback</groupId>
    <artifactId>logstash-logback-encoder</artifactId>
    <version>4.5.1</version>
</dependency>

This will create our log file as a json format for LogStash.

The Message Issue

The issue that I had a hard time with, and is the main reason for this blog is the json format of the message. The logback encoder creates a json out of the log entry, where the message is a field in the json. This field is recorded as a text field in the json object and not as part of the full json object.

For example:

{

"@timestamp": "2015-11-09T10:11:19.026+02:00",

"@version": 1,

"logger_name": "com.clearforest.importer.log.health",

"level": "INFO",

"message": "{\"status\":\"UP\",\"queue\":{\"status\":\"UP\",\"Queue Name\":\"cmwell.files.ucpa\",\"Data Directory\":\"..\\\\data\\\\ActiveMQ\"},\"CMWell\":{\"status\":\"UP\",\"host\":\"vgilad:9000\"},\"nrg\":{\"status\":\"UP\",\"lastDataReceived\":\"09.11.2015 10:11:18\",\"lastWriteDate\":\"unknown\",\"cachedMessages\":1},\"diskSpace\":{\"status\":\"UP\",\"free\":24298827776,\"threshold\":10485760}}"

}

For Kibana to work we need the message of the log to be part of the full json object. To fix this when using the log in our code we need to add the following import:

import net.logstash.logback.argument.StructuredArguments._

This adds the option to pass arguments to the log file interface. The arguments are then added as a json object and not as a string field. In the code you then use the log as follows:

val res = RequestFactory.getRestContent(s"http://localhost:$serverPort/metrics")
meticLogger.info("",raw("metric",res))

and in the log file we will get

{

"@timestamp": "2015-11-09T08:59:57.480+02:00",

"@version": 1,

"level": "INFO",

"level_value": 20000,

"health": {

"status": "DOWN",

"queue": {

"status": "UP",

"Queue Name": "files.abc",

"Data Directory": "..\\data\\ActiveMQ"

"MyApp": {

"status": "DOWN",

"error": "Connection refused: connect",

"host": "abc:9000"

"diskSpace": {

"status": "UP",

"free": 24000569344,

"threshold": 10485760

}

Java Android and rest

Monday, November 9, 2015