Different Ways to Capture Java Heap Dumps – 捕获Java堆转储的不同方法

最后修改: 2018年 9月 20日

1. Introduction


In this tutorial, we’ll explore different ways to capture a heap dump in Java.


A heap dump is a snapshot of all the objects that are in memory in the JVM at a certain moment. They are very useful to troubleshoot memory-leak problems and optimize memory usage in Java applications.


Heap dumps are usually stored in binary format hprof files. We can open and analyze these files using tools like jhat or JVisualVM. Also, for Eclipse users, it’s very common to use MAT.


In the next sections, we’ll go through multiple tools and approaches to generate a heap dump, and we’ll show the main differences between them.


2. JDK Tools


The JDK comes with several tools to capture heap dumps in different ways. All these tools are located under the bin folder inside the JDK home directory. Therefore, we can start them from the command line as long as this directory is included in the system path.

JDK 附带了几个工具,以不同的方式捕获堆转储。所有这些工具都位于JDK主目录下的bin文件夹中。因此,只要在系统路径中包含这个目录,我们就可以从命令行中启动它们。

In the next sections, we’ll look at how to use these tools to capture heap dumps.


2.1. jmap


jmap is a tool to print statistics about memory in a running JVM. We can use it for local or remote processes.


To capture a heap dump using jmap, we need to use the dump option:


jmap -dump:[live],format=b,file=<file-path> <pid>

Along with that option, we should specify several parameters:


  • live: if set, it only prints objects which have active references and discards the ones that are ready to be garbage collected. This parameter is optional.
  • format=b: specifies that the dump file will be in binary format. If not set, the result is the same.
  • file: the file where the dump will be written to
  • pid: id of the Java process

An example would look like:


jmap -dump:live,format=b,file=/tmp/dump.hprof 12587

Remember that we can easily get the pid of a Java process by using the jps command.


Also, keep in mind that jmap was introduced in the JDK as an experimental tool and is unsupported. Therefore, in some cases, it may be preferable to use other tools instead.

另外,请记住, jmap在JDK中是作为一个实验性工具引入的,不受支持。因此,在某些情况下,使用其他工具可能更合适。

2.2. jcmd

2.2. jcmd

jcmd is a very complete tool that works by sending command requests to the JVM. We have to use it in the same machine where the Java process is running.


One of its many commands is the GC.heap_dump. We can use it to get a heap dump just by specifying the pid of the process and the output file path:

它的众多命令之一是 GC.heap_dump。我们只需指定进程的pid和输出文件路径,就可以用它来获得堆转储。

jcmd <pid> GC.heap_dump <file-path>

We can execute it with the same parameters that we used before:


jcmd 12587 GC.heap_dump /tmp/dump.hprof

As with jmap, the dump generated is in binary format.


2.3. JVisualVM


JVisualVM is a tool with a graphical user interface that lets us monitor, troubleshoot, and profile Java applications. The GUI is simple, but very intuitive and easy to use.


One of its many options allows us to capture a heap dump. If we right-click on a Java process and select the “Heap Dump” option, the tool will create a heap dump and open it in a new tab:


dump menu cropped 1

Notice that we can find the path of the file created in the “Basic Info” section.


Starting from JDK 9, Visual VM isn’t included in the Oracle JDK and Open JDK distributions. Therefore, if we’re using anything newer than Java 9, we can get the JVisualVM from the Visual VM open source project site.

从JDK 9开始,Visual VM不包括在Oracle JDK和Open JDK发行版中。因此,如果我们使用的是比Java 9更新的东西,我们可以从Visual VM的开源项目网站获得JVisualVM。

3. Capture a Heap Dump Automatically


All the tools we’ve shown in the previous sections are intended to capture heap dumps manually at a specific time. In some cases, we want to get a heap dump when a java.lang.OutOfMemoryError occurs to help us investigate the error.


For these cases, Java provides the HeapDumpOnOutOfMemoryError command-line option, which generates a heap dump when a java.lang.OutOfMemoryError is thrown:


java -XX:+HeapDumpOnOutOfMemoryError

By default, it stores the dump in a java_pid<pid>.hprof file in the directory where we’re running the application. If we want to specify another file or directory, we can set it in the HeapDumpPath option:


java -XX:+HeapDumpOnOutOfMemoryError -XX:HeapDumpPath=<file-or-dir-path>

When our application runs out of memory using this option, we’ll be able to find the created file that contains the heap dump in the logs:


java.lang.OutOfMemoryError: Requested array size exceeds VM limit
Dumping heap to java_pid12587.hprof ...
Exception in thread "main" Heap dump file created [4744371 bytes in 0.029 secs]
java.lang.OutOfMemoryError: Requested array size exceeds VM limit
	at com.baeldung.heapdump.App.main(App.java:7)

In the above example, it was written to the java_pid12587.hprof file.


As we can see, this option is very useful, and there’s no overhead when running an application with this option. Therefore, it’s highly recommended to always use this option, especially in production.


Finally, this option can also be specified at runtime by using the HotSpotDiagnostic MBean. To do this, we can use JConsole and set the HeapDumpOnOutOfMemoryError VM option to true:

最后,这个选项也可以通过使用HotSpotDiagnostic MBean在运行时指定。要做到这一点,我们可以使用JConsole并将HeapDumpOnOutOfMemoryError VM选项设置为true

jconsole setvmoption 1

We can find more information about MBeans and JMX in this article.


4. JMX


The last approach we’ll cover in this article is using JMX. We’ll use the HotSpotDiagnostic MBean that we briefly introduced in the previous section. This MBean provides a dumpHeap method that accepts two parameters:

我们在本文中要介绍的最后一种方法是使用JMX。我们将使用我们在上一节简要介绍的HotSpotDiagnostic MBean这个MBean提供了一个dumpHeap方法,它接受两个参数。

  • outputFile: the path of the file for the dump. This file should have the hprof extension.
  • live: if set to true, it dumps only the active objects in memory, as we saw before with jmap.

In the next sections, we’ll show two different ways to invoke this method in order to capture a heap dump.


4.1. JConsole


The easiest way to use the HotSpotDiagnostic MBean is by using a JMX client, such as JConsole.

使用HotSpotDiagnostic MBean的最简单方法是使用JMX客户端,如JConsole。

If we open JConsole and connect to a running Java process, we can navigate to the MBeans tab and find the HotSpotDiagnostic under com.sun.managementIn operations, we can find the dumpHeap method that we previously described:


jconsole dump 1

As shown, we just need to introduce the parameters, outputFile and live, into the p0 and p1 text fields in order to perform the dumpHeap operation.


4.2. Programmatic Way


The other way to use the HotSpotDiagnostic MBean is by invoking it programmatically from Java code.

使用HotSpotDiagnostic MBean的另一种方式是通过从Java代码中以编程方式调用它。

To do this, we first need to get an MBeanServer instance in order to get an MBean that’s registered in the application. After that, we simply need to get an instance of a HotSpotDiagnosticMXBean, and call its dumpHeap method.


Let’s see it in code:


public static void dumpHeap(String filePath, boolean live) throws IOException {
    MBeanServer server = ManagementFactory.getPlatformMBeanServer();
    HotSpotDiagnosticMXBean mxBean = ManagementFactory.newPlatformMXBeanProxy(
      server, "com.sun.management:type=HotSpotDiagnostic", HotSpotDiagnosticMXBean.class);
    mxBean.dumpHeap(filePath, live);

Notice that an hprof file cannot be overwritten. Therefore, we should take this into account when creating an application that prints heap dumps. If we fail to do so, we’ll get an exception:


Exception in thread "main" java.io.IOException: File exists
	at sun.management.HotSpotDiagnostic.dumpHeap0(Native Method)
	at sun.management.HotSpotDiagnostic.dumpHeap(HotSpotDiagnostic.java:60)

5. Conclusion


In this article, we learned multiple ways to capture a heap dump in Java.


As a rule of thumb, we should always remember to use the HeapDumpOnOutOfMemoryError option when running Java applications. For different purposes, any of the other tools can be used, as long as we keep in mind the unsupported status of jmap.


As always, the full source code of the examples is available over on GitHub.