Classic singleton vs. Lazy with Java 8 Performance
Recently I read an article "Be Lazy With Java 8", which introduced a way to create a lazy objects (objects that will created their internal state on the first access).
public final class Lazy<T> {
private volatile T value;
public T getOrCompute(Supplier<T> supplier){
final T result = value;
return result == null ? maybeCompute(supplier) : result;
}
private synchronized T maybeCompute(Supplier<T> supplier) {
if (value == null){
value = Objects.requireNonNull(supplier.get());
}
return value;
}
}
I found this pattern to be very similar to the well-known singleton pattern, except the generics:
public class PropertiesSingleton {
public static Properties getProperties(){
return Helper.INSTANCE;
}
private final static class Helper{
private final static Properties INSTANCE = computeWithClassLoaderLock();
private static Properties computeWithClassLoaderLock(){
return new Properties();
}
}
}
The Lazy class uses volatile member to synchronize access to the internal object while the singleton pattern has few implementations (I personally prefer to use it with inner helper class that have one static final member). I assumed that the second pattern have better performance since each call to getOrCompute method on Lazy object involve a read from the main memory (due to volatile member) while the Singleton loaded once by the class loader cached in L1 & L2 memory caches. I used JMH benchmark to test my assumption on CentOS 6 with Intel(R) Core(TM) i5-3470 CPU @ 3.20GHz . The benchmark can be downloaded from my Git repository: https://github.com/maximkir/LazyObjectVsSingletonPerformance
Here are the results table:
Benchmark Mode Cnt Score Error Units
LazyVsSingletonPerformance.testLazy sample 1101716 33.793 ± 0.148 ns/op
LazyVsSingletonPerformance.testSingleton sample 622603 33.993 ± 0.179 ns/op
The results show that no difference between the two options, I am not understanding why. I would expect that the second pattern will perform better. Any ideas? inlining? Compiler optimization? Wrong benchmark test?
The Benchmark code:
@State(Scope.Thread)
public class LazyVsSingletonPerformance {
Blackhole bh = new Blackhole();
Lazy<Properties> lazyProperties = new Lazy<>();
public static void main(String... args) throws Exception{
Options opts = new OptionsBuilder()
.include(LazyVsSingletonPerformance.class.getSimpleName())
.warmupIterations(3)
.forks(2)
.measurementIterations(3)
.mode(Mode.SampleTime)
.measurementTime(TimeValue.seconds(10))
.timeUnit(TimeUnit.NANOSECONDS)
.build();
new Runner(opts).run();
}
@Benchmark
public void testLazy(){
bh.consume(lazyProperties.getOrCompute(() -> new Properties()));
}
@Benchmark
public void testSingleton(){
bh.consume(PropertiesSingleton.getProperties());
}
I'm not an expert in concurrency, but it seems that your Lazy initializer is incorrect. In benchmark you use Scope.Thread
state. But that means that each thread will have it's own Lazy, so there is no real concurrency.
I wrote my own benchmark with Lazy (based on apache commons LazyInitializer), Eager and static inner class.
Eager package org.sample;
import java.util.Properties;
public class Eager {
private final Properties value = new Properties();
public Properties get(){
return value;
}
}
Lazy package org.sample;
import org.apache.commons.lang3.concurrent.ConcurrentException;
import org.apache.commons.lang3.concurrent.LazyInitializer;
import java.util.Properties;
public class Lazy extends LazyInitializer<Properties> {
@Override
protected Properties initialize() throws ConcurrentException {
return new Properties();
}
}
PropertiesSingleton is as yours.
Benchmark package org.sample;
import org.apache.commons.lang3.concurrent.ConcurrentException;
import org.openjdk.jmh.annotations.Benchmark;
import org.openjdk.jmh.annotations.Scope;
import org.openjdk.jmh.annotations.State;
import java.util.Properties;
@State(Scope.Benchmark)
public class MyBenchmark {
private Lazy lazyProperties = new Lazy();
private Eager eagerProperties = new Eager();
@Benchmark
public Properties testEager(){
return eagerProperties.get();
}
@Benchmark
public Properties testLazy() throws ConcurrentException {
return lazyProperties.get();
}
@Benchmark
public Properties testSingleton(){
return PropertiesSingleton.getProperties();
}
}
Results
Benchmark Mode Cnt Score Error Units
MyBenchmark.testEager thrpt 20 90980753,160 ± 4075331,777 ops/s
MyBenchmark.testLazy thrpt 20 83876826,598 ± 3445507,139 ops/s
MyBenchmark.testSingleton thrpt 20 82260350,608 ± 3524764,266 ops/s
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