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Use a virtual threads friendly pool with Jackson
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src/main/java/io/vertx/core/json/jackson/HybridJacksonPool.java
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package io.vertx.core.json.jackson; | ||
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import java.lang.invoke.MethodHandle; | ||
import java.lang.invoke.MethodHandles; | ||
import java.lang.invoke.MethodType; | ||
import java.util.concurrent.atomic.AtomicReferenceArray; | ||
import java.util.function.Predicate; | ||
import java.util.stream.IntStream; | ||
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import com.fasterxml.jackson.core.util.BufferRecycler; | ||
import com.fasterxml.jackson.core.util.JsonRecyclerPools; | ||
import com.fasterxml.jackson.core.util.RecyclerPool; | ||
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/** | ||
* This is a custom implementation of the Jackson's {@link RecyclerPool} intended to work equally well with both | ||
* platform and virtual threads. This pool works regardless of the version of the JVM in use and internally uses | ||
* 2 distinct pools one for platform threads (which is exactly the same {@link ThreadLocal} based one provided | ||
* by Jackson out of the box) and the other designed for being virtual threads friendly. It switches between | ||
* the 2 only depending on the nature of thread (virtual or not) requiring the acquisition of a pooled resource, | ||
* obtained via {@link MethodHandle} to guarantee compatibility also with old JVM versions. The pool also guarantees | ||
* that the pooled resource is always released to the same internal pool from where it has been acquired, regardless | ||
* if the releasing thread is different from the one that originally made the acquisition. | ||
* <p> | ||
* The virtual thread friendly inner pool is implemented with N striped linked lists using a simple lock free | ||
* algorithm based on CAS. The striping is performed shuffling the id of the thread requiring to acquire a pooled | ||
* resource with a xorshift based computation. The resulting of this computation is also stored in the pooled resource, | ||
* bringing the twofold advantage of always releasing the resource in the same bucket from where it has been taken | ||
* regardless if the releasing thread is different from the one that did the acquisition and avoiding the need of | ||
* recalculating the position of that bucket also during the release. The heads of the linked lists are hold in an | ||
* {@link AtomicReferenceArray} where each head has a distance of 16 positions from the adjacent ones to prevent | ||
* the false sharing problem. | ||
*/ | ||
public class HybridJacksonPool implements RecyclerPool<BufferRecycler> { | ||
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private static final HybridJacksonPool INSTANCE = new HybridJacksonPool(); | ||
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private static final Predicate<Thread> isVirtual = VirtualPredicate.findIsVirtualPredicate(); | ||
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private final RecyclerPool<BufferRecycler> nativePool = JsonRecyclerPools.threadLocalPool(); | ||
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private static class VirtualPoolHolder { | ||
// Lazy on-demand initialization | ||
private static final StripedLockFreePool virtualPool = new StripedLockFreePool(Runtime.getRuntime().availableProcessors()); | ||
} | ||
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private HybridJacksonPool() { | ||
// prevent external instantiation | ||
} | ||
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public static HybridJacksonPool getInstance() { | ||
return INSTANCE; | ||
} | ||
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@Override | ||
public BufferRecycler acquirePooled() { | ||
return isVirtual.test(Thread.currentThread()) ? | ||
VirtualPoolHolder.virtualPool.acquirePooled() : | ||
nativePool.acquirePooled(); | ||
} | ||
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@Override | ||
public void releasePooled(BufferRecycler bufferRecycler) { | ||
if (bufferRecycler instanceof VThreadBufferRecycler) { | ||
// if it is a PooledBufferRecycler it has been acquired by a virtual thread, so it has to be release to the same pool | ||
VirtualPoolHolder.virtualPool.releasePooled(bufferRecycler); | ||
} | ||
// the native thread pool is based on ThreadLocal, so it doesn't have anything to do on release | ||
} | ||
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static class StripedLockFreePool implements RecyclerPool<BufferRecycler> { | ||
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private static final int CACHE_LINE_SHIFT = 4; | ||
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private static final int CACHE_LINE_PADDING = 1 << CACHE_LINE_SHIFT; | ||
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private final XorShiftThreadProbe threadProbe; | ||
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private final AtomicReferenceArray<Node> topStacks; | ||
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private final int stripesCount; | ||
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public StripedLockFreePool(int stripesCount) { | ||
if (stripesCount <= 0) { | ||
throw new IllegalArgumentException("Expecting a stripesCount that is larger than 0"); | ||
} | ||
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this.stripesCount = stripesCount; | ||
int size = roundToPowerOfTwo(stripesCount); | ||
this.topStacks = new AtomicReferenceArray<>(size * CACHE_LINE_PADDING); | ||
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int mask = (size - 1) << CACHE_LINE_SHIFT; | ||
this.threadProbe = new XorShiftThreadProbe(mask); | ||
} | ||
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public int size() { | ||
return stackSizes().sum(); | ||
} | ||
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public int[] stackStats() { | ||
return stackSizes().toArray(); | ||
} | ||
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private IntStream stackSizes() { | ||
return IntStream.range(0, stripesCount).map(i -> { | ||
Node node = topStacks.get(i * CACHE_LINE_PADDING); | ||
return node == null ? 0 : node.level; | ||
}); | ||
} | ||
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@Override | ||
public BufferRecycler acquirePooled() { | ||
int index = threadProbe.index(); | ||
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Node currentHead = topStacks.get(index); | ||
while (true) { | ||
if (currentHead == null) { | ||
return new VThreadBufferRecycler(index); | ||
} | ||
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if (topStacks.compareAndSet(index, currentHead, currentHead.next)) { | ||
currentHead.next = null; | ||
return currentHead.value; | ||
} else { | ||
currentHead = topStacks.get(index); | ||
} | ||
} | ||
} | ||
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@Override | ||
public void releasePooled(BufferRecycler recycler) { | ||
VThreadBufferRecycler vThreadBufferRecycler = (VThreadBufferRecycler) recycler; | ||
Node newHead = new Node(vThreadBufferRecycler); | ||
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Node next = topStacks.get(vThreadBufferRecycler.slot); | ||
while (true) { | ||
newHead.level = next == null ? 1 : next.level + 1; | ||
if (topStacks.compareAndSet(vThreadBufferRecycler.slot, next, newHead)) { | ||
newHead.next = next; | ||
return; | ||
} else { | ||
next = topStacks.get(vThreadBufferRecycler.slot); | ||
} | ||
} | ||
} | ||
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private static class Node { | ||
final VThreadBufferRecycler value; | ||
Node next; | ||
int level = 0; | ||
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Node(VThreadBufferRecycler value) { | ||
this.value = value; | ||
} | ||
} | ||
} | ||
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private static class VThreadBufferRecycler extends BufferRecycler { | ||
private final int slot; | ||
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VThreadBufferRecycler(int slot) { | ||
this.slot = slot; | ||
} | ||
} | ||
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private static class VirtualPredicate { | ||
private static final MethodHandle virtualMh = findVirtualMH(); | ||
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private static MethodHandle findVirtualMH() { | ||
try { | ||
return MethodHandles.publicLookup().findVirtual(Thread.class, "isVirtual", | ||
MethodType.methodType(boolean.class)); | ||
} catch (Exception e) { | ||
return null; | ||
} | ||
} | ||
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private static Predicate<Thread> findIsVirtualPredicate() { | ||
if (virtualMh != null) { | ||
return new Predicate<Thread>() { | ||
@Override | ||
public boolean test(Thread thread) { | ||
try { | ||
return (boolean) virtualMh.invokeExact(thread); | ||
} catch (Throwable e) { | ||
throw new RuntimeException(e); | ||
} | ||
} | ||
}; | ||
} | ||
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return new Predicate<Thread>() { | ||
@Override | ||
public boolean test(Thread thread) { | ||
return false; | ||
} | ||
}; | ||
} | ||
} | ||
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/** | ||
* This class is used to hash the thread requiring a pooled resource using a multiplicative | ||
* Fibonacci hashing implementation. The resulting hash is then used to calculate the | ||
* index of the bucket in the pool from where the pooled resource has to be retrieved. | ||
*/ | ||
private static class XorShiftThreadProbe { | ||
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private final int mask; | ||
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XorShiftThreadProbe(int mask) { | ||
this.mask = mask; | ||
} | ||
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public int index() { | ||
return probe() & mask; | ||
} | ||
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private int probe() { | ||
// Multiplicative Fibonacci hashing implementation | ||
// 0x9e3779b9 is the integral part of the Golden Ratio's fractional part 0.61803398875… (sqrt(5)-1)/2 | ||
// multiplied by 2^32, which has the best possible scattering properties. | ||
int probe = (int) ((Thread.currentThread().getId() * 0x9e3779b9) & Integer.MAX_VALUE); | ||
// xorshift | ||
probe ^= probe << 13; | ||
probe ^= probe >>> 17; | ||
probe ^= probe << 5; | ||
return probe; | ||
} | ||
} | ||
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private static final int MAX_POW2 = 1 << 30; | ||
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private static int roundToPowerOfTwo(final int value) { | ||
if (value > MAX_POW2) { | ||
throw new IllegalArgumentException( | ||
"There is no larger power of 2 int for value:" + value + " since it exceeds 2^31."); | ||
} | ||
if (value < 0) { | ||
throw new IllegalArgumentException("Given value:" + value + ". Expecting value >= 0."); | ||
} | ||
final int nextPow2 = 1 << (32 - Integer.numberOfLeadingZeros(value - 1)); | ||
return nextPow2; | ||
} | ||
} |
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src/test/java/io/vertx/core/json/jackson/HybridJacksonPoolTest.java
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package io.vertx.core.json.jackson; | ||
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import java.lang.invoke.MethodHandle; | ||
import java.lang.invoke.MethodHandles; | ||
import java.lang.invoke.MethodType; | ||
import java.util.concurrent.CountDownLatch; | ||
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import com.fasterxml.jackson.core.util.BufferRecycler; | ||
import org.junit.Assume; | ||
import org.junit.Test; | ||
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import static org.junit.Assert.assertEquals; | ||
import static org.junit.Assert.assertSame; | ||
import static org.junit.Assert.assertTrue; | ||
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public class HybridJacksonPoolTest { | ||
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@Test | ||
public void testVirtualThreadPoolWithSingleThread() { | ||
HybridJacksonPool.StripedLockFreePool virtualPool = new HybridJacksonPool.StripedLockFreePool(4); | ||
BufferRecycler pooledResource = virtualPool.acquirePooled(); | ||
assertEquals(0, virtualPool.size()); | ||
virtualPool.releasePooled(pooledResource); | ||
assertEquals(1, virtualPool.size()); | ||
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// The same thread should get the same pooled resource | ||
assertSame(pooledResource, virtualPool.acquirePooled()); | ||
assertEquals(0, virtualPool.size()); | ||
} | ||
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@Test | ||
public void testVirtualThreadPoolWithMultipleThreads() { | ||
// this test can run only on a jdk version that supports virtual threads | ||
Assume.assumeTrue(VirtualThreadRunner.hasVirtualThread()); | ||
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int stripesCount = 4; | ||
HybridJacksonPool.StripedLockFreePool virtualPool = new HybridJacksonPool.StripedLockFreePool(stripesCount); | ||
int nThreads = 100; | ||
BufferRecycler[] resources = new BufferRecycler[nThreads]; | ||
CountDownLatch latch = new CountDownLatch(nThreads); | ||
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for (int i = 0; i < nThreads; i++) { | ||
int threadIndex = i; | ||
VirtualThreadRunner.runOnVirtualThread(() -> { | ||
resources[threadIndex] = virtualPool.acquirePooled(); | ||
latch.countDown(); | ||
}); | ||
} | ||
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try { | ||
latch.await(); | ||
} catch (InterruptedException e) { | ||
throw new RuntimeException(e); | ||
} | ||
assertEquals(0, virtualPool.size()); | ||
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for (int i = 0; i < nThreads; i++) { | ||
virtualPool.releasePooled(resources[i]); | ||
} | ||
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// check that all resources have been released back to the pool | ||
assertEquals(nThreads, virtualPool.size()); | ||
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int avgResourcesNrPerStripe = nThreads / stripesCount; | ||
int minResourcesNrPerStripe = avgResourcesNrPerStripe / 2; | ||
int maxResourcesNrPerStripe = avgResourcesNrPerStripe * 2; | ||
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// check that all the stripes in the pool are reasonably balanced | ||
int[] poolStats = virtualPool.stackStats(); | ||
for (int i = 0; i < stripesCount; i++) { | ||
assertTrue(poolStats[i] >= minResourcesNrPerStripe); | ||
assertTrue(poolStats[i] <= maxResourcesNrPerStripe); | ||
} | ||
} | ||
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private static class VirtualThreadRunner { | ||
static final MethodHandle virtualMh = findVirtualMH(); | ||
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static MethodHandle findVirtualMH() { | ||
try { | ||
return MethodHandles.publicLookup().findStatic(Thread.class, "startVirtualThread", | ||
MethodType.methodType(Thread.class, Runnable.class)); | ||
} catch (Exception e) { | ||
return null; | ||
} | ||
} | ||
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static boolean hasVirtualThread() { | ||
return virtualMh != null; | ||
} | ||
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static void runOnVirtualThread(Runnable runnable) { | ||
try { | ||
VirtualThreadRunner.virtualMh.invoke(runnable); | ||
} catch (Throwable e) { | ||
throw new RuntimeException(e); | ||
} | ||
} | ||
} | ||
} |