We are going to dig a little deeper in our exploration of Project Panama and how to talk to third party libraries such as SDL & OpenGL.
With the skills you’ve learned from Part 1 and Part 2, you should be able to call most of the common function signatures in many libraries out in the wild.
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Embracing JVM unified logging (JEP-158 / JEP-271)
In the previous blog post, I briefly introduced unified logging and a simple GC configuration. However for the savvy GC tuners, there are many more options. And there are other logging options that transitionned to unified logging infrastructure as well.
I wasn’t satisfied with the official documentation and other blog posts as they usually present only a fragmented picture of the previous options. This led me to dig in.
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Introduction to JVM Unified Logging (JEP-158 / JEP-271)
Unified logging was introduced in JDK 9, and is available for us all, in the JDK 11 LTS. Like other great serviceability feature (jcmd or JFR) this was inspired by JRockit.
In my opinion the flexibility of this logging system brought a major downside from a user’s perspective in its configuration correctness, and I think in some ways it’s more obscure compared to the previous explicit logging flags.
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How & When to Use JDK Flight Recorder in Production
While it would certainly be useful to record the whole lifetime, this is unpractical, even airplane Flight Data Recorders (and Cockpit Voice Recorders) only keep recent history.
Instead, it’s possible to aim at specific time frames where a recording could be useful.
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Control JFR Programmatically
While from JDK 14 events can be consumed on the fly, previous JDK versions (from JDK 11) offer a public API useful enough to control Flight Recorder programmatically or to read events from a JFR file.
Such API facilities are useful especially when combined with other technologies like Spring Actuators. Yet when there’s available integration or when using these integrations is too late, like recording startup, the most actionable way to get recording is from the command line.
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Analyze JFR Recordings
Continuing from part 1, to exploit the recording by analyzing it, we have a tool named jfr that ships with the JDK. On Linux the alternative jdk management may not be aware of jfr, which means you may need to use the full path to this executable.
The first interesting thing to do is to get an overview of the recording, the summary sub-command displays an histogram of the events.
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Get Started with JDK Flight Recorder
Java Flight Recorder is the profiler you can use in production, continuously.
Flight Recorder has been available before in the JDK, e.g., it shipped as part of the JDK 8, but to use it, it required that you set specific commercial VM flags to unlock Flight Recorder, this is not anymore necessary from Java 11 onwards.