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On Demand Profiling

On-demand profiling is a feature of the Java Agent that lets you profile your own JVM-based applications or even any 3rd party JVM-based applications (e.g. Spark, Elasticsearch, Solr, Kafka, Hadoop, Storm, Cassandra, HBase, etc.).

Notes:

  • Profiling is different from Transaction Tracing. Profiling is something you run on demand, for a short period of time, on a specific app/server. It detects application hotspots, just like a typical profiler. Transaction Tracing traces individual transactions, such as HTTP requests, and shows slow parts of each such transaction trace. Once enabled, it traces continuously. Using a profiler and having Transaction Tracing is not exclusive - one can use both.
  • The profiler does not require you to enable it in the monitoring agent. It requires no restarts. It works with both embedded and standalone agent.
  • SPM client version 1.29.2 or greater is required.
  • Anything that runs in the JVM can be profiled - Java, Scala, Clojure, Groovy, JRuby, JPython, etc.

Known issues:

  • In order to profile Elasticsearch server you must enable remote JMX connection (as described standalone monitor setup instructions page) and set SPM_MONITOR_JMX_PARAMS property in a .properties file under the /opt/spm/spm-monitor/conf/ directory.

Resources: