Jackson triggered the String. intern () bug, resulting in a continuous increase in memory, JVM-Java Memory leakage,
I can use Jackson locally to reproduce this problem.
import java.io.IOException; import java.util.Map; import java.util.Random; import com.fasterxml.jackson.core.JsonFactory; import com.fasterxml.jackson.core.type.TypeReference; import com.fasterxml.jackson.databind.ObjectMapper; public class Test { public static void main(String[] args) throws IOException { // JsonFactory factory = new JsonFactory().disable(JsonFactory.Feature.INTERN_FIELD_NAMES); // ObjectMapper om = new ObjectMapper(factory); ObjectMapper om = new ObjectMapper(); Random random = new Random(); while (true) { System.out.println("Press any key to continue"); System.in.read(); int key = random.nextInt(); System.out.println("Generated key: " + key); Map<Integer, Boolean> desMap = om.readValue(String.format("{\"%s\":\"true\"}", key), new TypeReference<Map<Integer, Boolean>>() {}); System.out.println("Read map: " + desMap); } } }
This is the code I reproduced. Every time I generate a random integer as the map key, I use objectMapper for deserialization. Then I run another PrintStringTable class, and we can see that each Integer generated enters the Constant Pool.
If I change the code for constructing ObjectMapper to the code I commented out, no matter how many random Integer keys are generated, they will not enter the Constant Pool.
The PrintStringTable class is as follows:
import sun.jvm.hotspot.memory.StringTable; import sun.jvm.hotspot.memory.SystemDictionary; import sun.jvm.hotspot.oops.Instance; import sun.jvm.hotspot.oops.InstanceKlass; import sun.jvm.hotspot.oops.OopField; import sun.jvm.hotspot.oops.TypeArray; import sun.jvm.hotspot.runtime.VM; import sun.jvm.hotspot.tools.Tool; public class PrintStringTable extends Tool { public PrintStringTable() { } public static void main(String args[]) throws Exception { if (args.length == 0 || args.length > 1) { System.err.println("Usage: java PrintStringTable <PID of the JVM whose string table you want to print>"); System.exit(1); } PrintStringTable pst = new PrintStringTable(); pst.execute(args); pst.stop(); } @Override public void run() { StringTable table = VM.getVM().getStringTable(); table.stringsDo(new StringPrinter()); } class StringPrinter implements StringTable.StringVisitor { private final OopField stringValueField; public StringPrinter() { InstanceKlass strKlass = SystemDictionary.getStringKlass(); stringValueField = (OopField) strKlass.findField("value", "[C"); } @Override public void visit(Instance instance) { TypeArray charArray = ((TypeArray) stringValueField.getValue(instance)); StringBuilder sb = new StringBuilder(); for (long i = 0; i < charArray.getLength(); i++) { sb.append(charArray.getCharAt(i)); } System.out.println("Address: " + instance.getHandle() + " Content: " + sb.toString()); } } }
The/{jdk_HOME}/lib/sa-jdi.jar needs to be compiled and run. The running parameter is the pid of attach.
Key points for Modification
protected JsonFactory factory = new JsonFactory().disable(JsonFactory.Feature.INTERN_FIELD_NAMES);protected ObjectMapper mapper = new ObjectMapper(factory).setTimeZone(TimeZone.getDefault());
See Oracle Java official documentation
Https://docs.oracle.com/javase/8/docs/technotes/guides/vm/nmt-8.html
Https://docs.oracle.com/javase/8/docs/technotes/guides/troubleshoot/tooldescr007.html (Native Memory Tracking)