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Posted to user@spark.apache.org by adilerman <ad...@startapp.com> on 2020/09/21 08:26:50 UTC

Exporting spark custom metrics via prometheus jmx exporter

I'm new to spark.
Trying to export spark (2.4.0) custom metrics in prometheus format. 
I found this guide https://argus-sec.com/monitoring-spark-prometheus/ 
Running on my local pc (windows) I am able to see my metrics in visualVM and
in spark's json http://localhost:4040/metrics/json/

My issue is that the JMX exporter
(https://github.com/prometheus/jmx_exporter/blob/master/README.md) does not
show any signs that it's active at all. 
I added the following to spark conf :

val conf = new SparkConf()                                                  
val metrics  =  Map("spark.metrics.conf" ->
"<pathOnMyPC>\metrics.properties")
val prometheus = Map("spark.driver.extraJavaOptions" ->
"spark.driver.extraJavaOptions=-Dcom.sun.management.jmxremote
-Dcom.sun.management.jmxremote.port=8090
-Dcom.sun.management.jmxremote.rmi.port=8091
-Dcom.sun.management.jmxremote.authenticate=false
-Dcom.sun.management.jmxremote.ssl=false
-Djava.rmi.server.hostname=localhost
-javaagent:<pathOnMyPC>jmx_prometheus_javaagent-0.13.0.jar=8095:<pathOnMyPC>\prometheus-config.yaml")
conf.setAll(metrics)
conf.setAll(prometheus)
And my prometheus-config.yaml file has no rules to present everything just
to see that the data is extracted.

---
lowercaseOutputName: true
attrNameSnakeCase: true
I do not see any logs from the JMX exporter and
http://localhost:8095/metrics can’t be reached. 
Please advise :)



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