HADOOP-18091. S3A auditing leaks memory through ThreadLocal references (#3930)

Adds a new map type WeakReferenceMap, which stores weak
references to values, and a WeakReferenceThreadMap subclass
to more closely resemble a thread local type, as it is a
map of threadId to value.

Construct it with a factory method and optional callback
for notification on loss and regeneration.

 WeakReferenceThreadMap<WrappingAuditSpan> activeSpan =
      new WeakReferenceThreadMap<>(
          (k) -> getUnbondedSpan(),
          this::noteSpanReferenceLost);

This is used in ActiveAuditManagerS3A for span tracking.

Relates to
* HADOOP-17511. Add an Audit plugin point for S3A
* HADOOP-18094. Disable S3A auditing by default.

Contributed by Steve Loughran.

Change-Id: Ibf7bb082fd47298f7ebf46d92f56e80ca9b2aaf8
This commit is contained in:
Steve Loughran 2022-02-10 12:31:41 +00:00
parent 84de16028d
commit 088684ec60
No known key found for this signature in database
GPG Key ID: D22CF846DBB162A0
18 changed files with 1346 additions and 39 deletions

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@ -24,6 +24,9 @@ import java.util.UUID;
import java.util.concurrent.ConcurrentHashMap; import java.util.concurrent.ConcurrentHashMap;
import java.util.function.Supplier; import java.util.function.Supplier;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.classification.InterfaceAudience; import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.InterfaceStability; import org.apache.hadoop.classification.InterfaceStability;
@ -69,11 +72,16 @@ import static org.apache.hadoop.fs.audit.AuditConstants.PARAM_THREAD1;
* {@link #currentAuditContext()} to get the thread-local * {@link #currentAuditContext()} to get the thread-local
* context for the caller, which can then be manipulated. * context for the caller, which can then be manipulated.
* *
* For further information, especially related to memory consumption,
* read the document `auditing_architecture` in the `hadoop-aws` module.
*/ */
@InterfaceAudience.Public @InterfaceAudience.Public
@InterfaceStability.Unstable @InterfaceStability.Unstable
public final class CommonAuditContext { public final class CommonAuditContext {
private static final Logger LOG = LoggerFactory.getLogger(
CommonAuditContext.class);
/** /**
* Process ID; currently built from UUID and timestamp. * Process ID; currently built from UUID and timestamp.
*/ */
@ -92,7 +100,7 @@ public final class CommonAuditContext {
* Supplier operations must themselves be thread safe. * Supplier operations must themselves be thread safe.
*/ */
private final Map<String, Supplier<String>> evaluatedEntries = private final Map<String, Supplier<String>> evaluatedEntries =
new ConcurrentHashMap<>(); new ConcurrentHashMap<>(1);
static { static {
// process ID is fixed. // process ID is fixed.
@ -108,7 +116,7 @@ public final class CommonAuditContext {
* the span is finalized. * the span is finalized.
*/ */
private static final ThreadLocal<CommonAuditContext> ACTIVE_CONTEXT = private static final ThreadLocal<CommonAuditContext> ACTIVE_CONTEXT =
ThreadLocal.withInitial(() -> createInstance()); ThreadLocal.withInitial(CommonAuditContext::createInstance);
private CommonAuditContext() { private CommonAuditContext() {
} }
@ -125,11 +133,21 @@ public final class CommonAuditContext {
/** /**
* Put a context entry dynamically evaluated on demand. * Put a context entry dynamically evaluated on demand.
* Important: as these supplier methods are long-lived,
* the supplier function <i>MUST NOT</i> be part of/refer to
* any object instance of significant memory size.
* Applications SHOULD remove references when they are
* no longer needed.
* When logged at TRACE, prints the key and stack trace of the caller,
* to allow for debugging of any problems.
* @param key key * @param key key
* @param value new value * @param value new value
* @return old value or null * @return old value or null
*/ */
public Supplier<String> put(String key, Supplier<String> value) { public Supplier<String> put(String key, Supplier<String> value) {
if (LOG.isTraceEnabled()) {
LOG.trace("Adding context entry {}", key, new Exception(key));
}
return evaluatedEntries.put(key, value); return evaluatedEntries.put(key, value);
} }
@ -138,6 +156,9 @@ public final class CommonAuditContext {
* @param key key * @param key key
*/ */
public void remove(String key) { public void remove(String key) {
if (LOG.isTraceEnabled()) {
LOG.trace("Remove context entry {}", key);
}
evaluatedEntries.remove(key); evaluatedEntries.remove(key);
} }
@ -168,7 +189,7 @@ public final class CommonAuditContext {
private void init() { private void init() {
// thread 1 is dynamic // thread 1 is dynamic
put(PARAM_THREAD1, () -> currentThreadID()); put(PARAM_THREAD1, CommonAuditContext::currentThreadID);
} }
/** /**

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@ -0,0 +1,54 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.hadoop.fs.impl;
import java.util.function.Consumer;
import java.util.function.Function;
import javax.annotation.Nullable;
import org.apache.hadoop.util.WeakReferenceMap;
/**
* A WeakReferenceMap for threads.
* @param <V> value type of the map
*/
public class WeakReferenceThreadMap<V> extends WeakReferenceMap<Long, V> {
public WeakReferenceThreadMap(final Function<? super Long, ? extends V> factory,
@Nullable final Consumer<? super Long> referenceLost) {
super(factory, referenceLost);
}
public V getForCurrentThread() {
return get(currentThreadId());
}
public V removeForCurrentThread() {
return remove(currentThreadId());
}
public long currentThreadId() {
return Thread.currentThread().getId();
}
public V setForCurrentThread(V newVal) {
return put(currentThreadId(), newVal);
}
}

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@ -0,0 +1,261 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.hadoop.util;
import java.lang.ref.WeakReference;
import java.util.Iterator;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
import java.util.concurrent.atomic.AtomicLong;
import java.util.function.Consumer;
import java.util.function.Function;
import javax.annotation.Nullable;
import org.apache.hadoop.classification.InterfaceAudience;
import static java.util.Objects.requireNonNull;
/**
* A map of keys type K to objects of type V which uses weak references,
* so does lot leak memory through long-lived references
* <i>at the expense of losing references when GC takes place.</i>.
*
* This class is intended be used instead of ThreadLocal storage when
* references are to be cleaned up when the instance holding.
* In this use case, the key is the Long key.
*
* Concurrency.
* The class assumes that map entries are rarely contended for when writing,
* and that not blocking other threads is more important than atomicity.
* - a ConcurrentHashMap is used to map keys to weak references, with
* all its guarantees.
* - there is no automatic pruning.
* - see {@link #create(Object)} for the concurrency semantics on entry creation.
*/
@InterfaceAudience.Private
public class WeakReferenceMap<K, V> {
/**
* The reference map.
*/
private final Map<K, WeakReference<V>> map = new ConcurrentHashMap<>();
/**
* Supplier of new instances.
*/
private final Function<? super K, ? extends V> factory;
/**
* Nullable callback when a get on a key got a weak reference back.
* The assumption is that this is for logging/stats, which is why
* no attempt is made to use the call as a supplier of a new value.
*/
private final Consumer<? super K> referenceLost;
/**
* Counter of references lost.
*/
private final AtomicLong referenceLostCount = new AtomicLong();
/**
* Counter of entries created.
*/
private final AtomicLong entriesCreatedCount = new AtomicLong();
/**
* instantiate.
* @param factory supplier of new instances
* @param referenceLost optional callback on lost references.
*/
public WeakReferenceMap(
Function<? super K, ? extends V> factory,
@Nullable final Consumer<? super K> referenceLost) {
this.factory = requireNonNull(factory);
this.referenceLost = referenceLost;
}
@Override
public String toString() {
return "WeakReferenceMap{" +
"size=" + size() +
", referenceLostCount=" + referenceLostCount +
", entriesCreatedCount=" + entriesCreatedCount +
'}';
}
/**
* Map size.
* @return the current map size.
*/
public int size() {
return map.size();
}
/**
* Clear all entries.
*/
public void clear() {
map.clear();
}
/**
* look up the value, returning the possibly empty weak reference
* to a value, or null if no value was found.
* @param key key to look up
* @return null if there is no entry, a weak reference if found
*/
public WeakReference<V> lookup(K key) {
return map.get(key);
}
/**
* Get the value, creating if needed.
* @param key key.
* @return an instance.
*/
public V get(K key) {
final WeakReference<V> current = lookup(key);
V val = resolve(current);
if (val != null) {
// all good.
return val;
}
// here, either no ref, or the value is null
if (current != null) {
noteLost(key);
}
return create(key);
}
/**
* Create a new instance under a key.
* The instance is created, added to the map and then the
* map value retrieved.
* This ensures that the reference returned is that in the map,
* even if there is more than one entry being created at the same time.
* @param key key
* @return the value
*/
public V create(K key) {
entriesCreatedCount.incrementAndGet();
WeakReference<V> newRef = new WeakReference<>(
requireNonNull(factory.apply(key)));
map.put(key, newRef);
return map.get(key).get();
}
/**
* Put a value under the key.
* A null value can be put, though on a get() call
* a new entry is generated
*
* @param key key
* @param value value
* @return any old non-null reference.
*/
public V put(K key, V value) {
return resolve(map.put(key, new WeakReference<>(value)));
}
/**
* Remove any value under the key.
* @param key key
* @return any old non-null reference.
*/
public V remove(K key) {
return resolve(map.remove(key));
}
/**
* Does the map have a valid reference for this object?
* no-side effects: there's no attempt to notify or cleanup
* if the reference is null.
* @param key key to look up
* @return true if there is a valid reference.
*/
public boolean containsKey(K key) {
final WeakReference<V> current = lookup(key);
return resolve(current) != null;
}
/**
* Given a possibly null weak reference, resolve
* its value.
* @param r reference to resolve
* @return the value or null
*/
private V resolve(WeakReference<V> r) {
return r == null ? null : r.get();
}
/**
* Prune all null weak references, calling the referenceLost
* callback for each one.
*
* non-atomic and non-blocking.
* @return the number of entries pruned.
*/
public int prune() {
int count = 0;
final Iterator<Map.Entry<K, WeakReference<V>>> it = map.entrySet().iterator();
while (it.hasNext()) {
final Map.Entry<K, WeakReference<V>> next = it.next();
if (next.getValue().get() == null) {
it.remove();
count++;
noteLost(next.getKey());
}
}
return count;
}
/**
* Notify the reference lost callback.
* @param key key of lost reference
*/
private void noteLost(final K key) {
// incrment local counter
referenceLostCount.incrementAndGet();
// and call any notification function supplied in the constructor
if (referenceLost != null) {
referenceLost.accept(key);
}
}
/**
* Get count of references lost as detected
* during prune() or get() calls.
* @return count of references lost
*/
public final long getReferenceLostCount() {
return referenceLostCount.get();
}
/**
* Get count of entries created on demand.
* @return count of entries created
*/
public final long getEntriesCreatedCount() {
return entriesCreatedCount.get();
}
}

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@ -2016,6 +2016,17 @@
</description> </description>
</property> </property>
<!--
The switch to turn S3A auditing on or off.
-->
<property>
<name>fs.s3a.audit.enabled</name>
<value>true</value>
<description>
Should auditing of S3A requests be enabled?
</description>
</property>
<!-- Azure file system properties --> <!-- Azure file system properties -->
<property> <property>
<name>fs.AbstractFileSystem.wasb.impl</name> <name>fs.AbstractFileSystem.wasb.impl</name>

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@ -132,6 +132,15 @@ public class TestCommonAuditContext extends AbstractHadoopTestBase {
.describedAs("Value of context element %s", key) .describedAs("Value of context element %s", key)
.isNotBlank(); .isNotBlank();
} }
/**
* Assert a context value is null.
* @param key key to look up
*/
private void assertContextValueIsNull(final String key) {
assertThat(context.get(key))
.describedAs("Value of context element %s", key)
.isNull();
}
@Test @Test
public void testNoteEntryPoint() throws Throwable { public void testNoteEntryPoint() throws Throwable {
@ -158,4 +167,13 @@ public class TestCommonAuditContext extends AbstractHadoopTestBase {
return anAssert; return anAssert;
} }
@Test
public void testAddRemove() throws Throwable {
final String key = "testAddRemove";
assertContextValueIsNull(key);
context.put(key, key);
assertContextValue(key).isEqualTo(key);
context.remove(key);
assertContextValueIsNull(key);
}
} }

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@ -0,0 +1,199 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.hadoop.util;
import java.util.ArrayList;
import java.util.List;
import org.assertj.core.api.Assertions;
import org.junit.Before;
import org.junit.Test;
import org.apache.hadoop.test.AbstractHadoopTestBase;
/**
* Test {@link WeakReferenceMap}.
* There's no attempt to force GC here, so the tests are
* more about the basic behavior not the handling of empty references.
*/
public class TestWeakReferenceMap extends AbstractHadoopTestBase {
public static final String FACTORY_STRING = "recreated %d";
/**
* The map to test.
*/
private WeakReferenceMap<Integer, String> referenceMap;
/**
* List of references notified of loss.
*/
private List<Integer> lostReferences;
@Before
public void setup() {
lostReferences = new ArrayList<>();
referenceMap = new WeakReferenceMap<>(
this::factory,
this::referenceLost);
}
/**
* Reference lost callback.
* @param key key lost
*/
private void referenceLost(Integer key) {
lostReferences.add(key);
}
/**
* Basic insertions and lookups of those values.
*/
@Test
public void testBasicOperationsWithValidReferences() {
referenceMap.put(1, "1");
referenceMap.put(2, "2");
assertMapSize(2);
assertMapContainsKey(1);
assertMapEntryEquals(1, "1");
assertMapEntryEquals(2, "2");
// overwrite
referenceMap.put(1, "3");
assertMapEntryEquals(1, "3");
// remove an entry
referenceMap.remove(1);
assertMapDoesNotContainKey(1);
assertMapSize(1);
// clear the map
referenceMap.clear();
assertMapSize(0);
}
/**
* pruning removes null entries, leaves the others alone.
*/
@Test
public void testPruneNullEntries() {
referenceMap.put(1, "1");
assertPruned(0);
referenceMap.put(2, null);
assertMapSize(2);
assertPruned(1);
assertMapSize(1);
assertMapDoesNotContainKey(2);
assertMapEntryEquals(1, "1");
assertLostCount(1);
}
/**
* Demand create entries.
*/
@Test
public void testDemandCreateEntries() {
// ask for an unknown key and expect a generated value
assertMapEntryEquals(1, factory(1));
assertMapSize(1);
assertMapContainsKey(1);
assertLostCount(0);
// an empty ref has the same outcome
referenceMap.put(2, null);
assertMapEntryEquals(2, factory(2));
// but the lost coun goes up
assertLostCount(1);
}
/**
* Assert that the value of a map entry is as expected.
* Will trigger entry creation if the key is absent.
* @param key key
* @param val expected valued
*/
private void assertMapEntryEquals(int key, String val) {
Assertions.assertThat(referenceMap.get(key))
.describedAs("map enty of key %d", key)
.isEqualTo(val);
}
/**
* Assert that a map entry is present.
* @param key key
*/
private void assertMapContainsKey(int key) {
Assertions.assertThat(referenceMap.containsKey(key))
.describedAs("map enty of key %d should be present", key)
.isTrue();
}
/**
* Assert that a map entry is not present.
* @param key key
*/
private void assertMapDoesNotContainKey(int key) {
Assertions.assertThat(referenceMap.containsKey(key))
.describedAs("map enty of key %d should be absent", key)
.isFalse();
}
/**
* Assert map size.
* @param size expected size.
*/
private void assertMapSize(int size) {
Assertions.assertThat(referenceMap.size())
.describedAs("size of map %s", referenceMap)
.isEqualTo(size);
}
/**
* Assert prune returned the given count.
* @param count expected count.
*/
private void assertPruned(int count) {
Assertions.assertThat(referenceMap.prune())
.describedAs("number of entries pruned from map %s", referenceMap)
.isEqualTo(count);
}
/**
* Assert number of entries lost matches expected count.
* @param count expected count.
*/
private void assertLostCount(int count) {
Assertions.assertThat(lostReferences)
.describedAs("number of entries lost from map %s", referenceMap)
.hasSize(count);
}
/**
* Factory operation.
* @param key map key
* @return a string
*/
private String factory(Integer key) {
return String.format(FACTORY_STRING, key);
}
}

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@ -210,7 +210,7 @@ public class AWSRequestAnalyzer {
* @param request request * @param request request
* @return true if the transfer manager creates them. * @return true if the transfer manager creates them.
*/ */
public static final boolean public static boolean
isRequestNotAlwaysInSpan(final Object request) { isRequestNotAlwaysInSpan(final Object request) {
return request instanceof CopyPartRequest return request instanceof CopyPartRequest
|| request instanceof CompleteMultipartUploadRequest || request instanceof CompleteMultipartUploadRequest

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@ -70,4 +70,15 @@ public interface OperationAuditor extends Service,
* @return ID * @return ID
*/ */
String getAuditorId(); String getAuditorId();
/**
* Span reference lost from GC operations.
* This is only called when an attempt is made to retrieve on
* the active thread or when a prune operation is cleaning up.
*
* @param threadId thread ID.
*/
default void noteSpanReferenceLost(long threadId) {
}
} }

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@ -44,7 +44,7 @@ public final class S3AAuditConstants {
* Default auditing flag. * Default auditing flag.
* Value: {@value}. * Value: {@value}.
*/ */
public static final boolean AUDIT_ENABLED_DEFAULT = false; public static final boolean AUDIT_ENABLED_DEFAULT = true;
/** /**

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@ -23,6 +23,7 @@ import java.io.IOException;
import java.lang.reflect.Constructor; import java.lang.reflect.Constructor;
import java.util.ArrayList; import java.util.ArrayList;
import java.util.List; import java.util.List;
import java.util.concurrent.atomic.AtomicInteger;
import com.amazonaws.AmazonWebServiceRequest; import com.amazonaws.AmazonWebServiceRequest;
import com.amazonaws.HandlerContextAware; import com.amazonaws.HandlerContextAware;
@ -33,16 +34,17 @@ import com.amazonaws.handlers.HandlerAfterAttemptContext;
import com.amazonaws.handlers.HandlerBeforeAttemptContext; import com.amazonaws.handlers.HandlerBeforeAttemptContext;
import com.amazonaws.handlers.RequestHandler2; import com.amazonaws.handlers.RequestHandler2;
import com.amazonaws.http.HttpResponse; import com.amazonaws.http.HttpResponse;
import com.amazonaws.services.s3.transfer.Transfer;
import com.amazonaws.services.s3.transfer.internal.TransferStateChangeListener; import com.amazonaws.services.s3.transfer.internal.TransferStateChangeListener;
import org.apache.hadoop.thirdparty.com.google.common.base.Preconditions; import org.apache.hadoop.thirdparty.com.google.common.base.Preconditions;
import org.slf4j.Logger; import org.slf4j.Logger;
import org.slf4j.LoggerFactory; import org.slf4j.LoggerFactory;
import org.apache.hadoop.classification.InterfaceAudience; import org.apache.hadoop.classification.InterfaceAudience;
import org.apache.hadoop.classification.VisibleForTesting;
import org.apache.hadoop.conf.Configuration; import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.Path; import org.apache.hadoop.fs.Path;
import org.apache.hadoop.fs.permission.FsAction; import org.apache.hadoop.fs.permission.FsAction;
import org.apache.hadoop.fs.impl.WeakReferenceThreadMap;
import org.apache.hadoop.fs.s3a.S3AFileStatus; import org.apache.hadoop.fs.s3a.S3AFileStatus;
import org.apache.hadoop.fs.s3a.Statistic; import org.apache.hadoop.fs.s3a.Statistic;
import org.apache.hadoop.fs.s3a.audit.AWSAuditEventCallbacks; import org.apache.hadoop.fs.s3a.audit.AWSAuditEventCallbacks;
@ -88,6 +90,11 @@ import static org.apache.hadoop.fs.s3a.audit.S3AAuditConstants.AUDIT_REQUEST_HAN
* then the IOStatistics counter for {@code AUDIT_FAILURE} * then the IOStatistics counter for {@code AUDIT_FAILURE}
* is incremented. * is incremented.
* *
* Uses the WeakReferenceThreadMap to store spans for threads.
* Provided a calling class retains a reference to the span,
* the active span will be retained.
*
*
*/ */
@InterfaceAudience.Private @InterfaceAudience.Private
public final class ActiveAuditManagerS3A public final class ActiveAuditManagerS3A
@ -111,6 +118,14 @@ public final class ActiveAuditManagerS3A
public static final String NOT_A_WRAPPED_SPAN public static final String NOT_A_WRAPPED_SPAN
= "Span attached to request is not a wrapped span"; = "Span attached to request is not a wrapped span";
/**
* Arbitrary threshold for triggering pruning on deactivation.
* High enough it doesn't happen very often, low enough
* that it will happen regularly on a busy system.
* Value: {@value}.
*/
static final int PRUNE_THRESHOLD = 10_000;
/** /**
* Audit service. * Audit service.
*/ */
@ -127,12 +142,27 @@ public final class ActiveAuditManagerS3A
*/ */
private WrappingAuditSpan unbondedSpan; private WrappingAuditSpan unbondedSpan;
/**
* How many spans have to be deactivated before a prune is triggered?
* Fixed as a constant for now unless/until some pressing need
* for it to be made configurable ever surfaces.
*/
private final int pruneThreshold = PRUNE_THRESHOLD;
/**
* Count down to next pruning.
*/
private final AtomicInteger deactivationsBeforePrune = new AtomicInteger();
/** /**
* Thread local span. This defaults to being * Thread local span. This defaults to being
* the unbonded span. * the unbonded span.
*/ */
private final ThreadLocal<WrappingAuditSpan> activeSpan =
ThreadLocal.withInitial(() -> getUnbondedSpan()); private final WeakReferenceThreadMap<WrappingAuditSpan> activeSpanMap =
new WeakReferenceThreadMap<>(
(k) -> getUnbondedSpan(),
this::noteSpanReferenceLost);
/** /**
* Destination for recording statistics, especially duration/count of * Destination for recording statistics, especially duration/count of
@ -147,6 +177,7 @@ public final class ActiveAuditManagerS3A
public ActiveAuditManagerS3A(final IOStatisticsStore iostatistics) { public ActiveAuditManagerS3A(final IOStatisticsStore iostatistics) {
super("ActiveAuditManagerS3A"); super("ActiveAuditManagerS3A");
this.ioStatisticsStore = iostatistics; this.ioStatisticsStore = iostatistics;
this.deactivationsBeforePrune.set(pruneThreshold);
} }
@Override @Override
@ -178,6 +209,13 @@ public final class ActiveAuditManagerS3A
LOG.debug("Started audit service {}", auditor); LOG.debug("Started audit service {}", auditor);
} }
@Override
protected void serviceStop() throws Exception {
// clear all references.
activeSpanMap.clear();
super.serviceStop();
}
@Override @Override
public String toString() { public String toString() {
final StringBuilder sb = new StringBuilder(super.toString()); final StringBuilder sb = new StringBuilder(super.toString());
@ -225,7 +263,7 @@ public final class ActiveAuditManagerS3A
* @return the active WrappingAuditSpan * @return the active WrappingAuditSpan
*/ */
private WrappingAuditSpan activeSpan() { private WrappingAuditSpan activeSpan() {
return activeSpan.get(); return activeSpanMap.getForCurrentThread();
} }
/** /**
@ -247,13 +285,66 @@ public final class ActiveAuditManagerS3A
*/ */
private WrappingAuditSpan switchToActiveSpan(WrappingAuditSpan span) { private WrappingAuditSpan switchToActiveSpan(WrappingAuditSpan span) {
if (span != null && span.isValidSpan()) { if (span != null && span.isValidSpan()) {
activeSpan.set(span); activeSpanMap.setForCurrentThread(span);
} else { } else {
activeSpan.set(unbondedSpan); activeSpanMap.removeForCurrentThread();
} }
return activeSpan(); return activeSpan();
} }
/**
* Span reference lost from GC operations.
* This is only called when an attempt is made to retrieve on
* the active thread or when a prune operation is cleaning up.
*
* @param threadId thread ID.
*/
private void noteSpanReferenceLost(long threadId) {
auditor.noteSpanReferenceLost(threadId);
}
/**
* Prune all null weak references, calling the referenceLost
* callback for each one.
*
* non-atomic and non-blocking.
* @return the number of entries pruned.
*/
@VisibleForTesting
int prune() {
return activeSpanMap.prune();
}
/**
* remove the span from the reference map, shrinking the map in the process.
* if/when a new span is activated in the thread, a new entry will be created.
* and if queried for a span, the unbounded span will be automatically
* added to the map for this thread ID.
*
*/
@VisibleForTesting
boolean removeActiveSpanFromMap() {
// remove from the map
activeSpanMap.removeForCurrentThread();
if (deactivationsBeforePrune.decrementAndGet() == 0) {
// trigger a prune
activeSpanMap.prune();
deactivationsBeforePrune.set(pruneThreshold);
return true;
}
return false;
}
/**
* Get the map of threads to active spans; allows
* for testing of weak reference resolution after GC.
* @return the span map
*/
@VisibleForTesting
WeakReferenceThreadMap<WrappingAuditSpan> getActiveSpanMap() {
return activeSpanMap;
}
/** /**
* The Span ID in the audit manager is the ID of the auditor, * The Span ID in the audit manager is the ID of the auditor,
* which can be used in the filesystem toString() method * which can be used in the filesystem toString() method
@ -331,13 +422,7 @@ public final class ActiveAuditManagerS3A
@Override @Override
public TransferStateChangeListener createStateChangeListener() { public TransferStateChangeListener createStateChangeListener() {
final WrappingAuditSpan span = activeSpan(); final WrappingAuditSpan span = activeSpan();
return new TransferStateChangeListener() { return (transfer, state) -> switchToActiveSpan(span);
@Override
public void transferStateChanged(final Transfer transfer,
final Transfer.TransferState state) {
switchToActiveSpan(span);
}
};
} }
@Override @Override
@ -641,16 +726,21 @@ public final class ActiveAuditManagerS3A
*/ */
@Override @Override
public void deactivate() { public void deactivate() {
// no-op for invalid spans,
// so as to prevent the unbounded span from being closed // span is inactive; ignore
// and everything getting very confused. if (!isActive()) {
if (!isValid || !isActive()) {
return; return;
} }
// deactivate the span // skipped for invalid spans,
span.deactivate(); // so as to prevent the unbounded span from being closed
// and go to the unbounded one. // and everything getting very confused.
switchToActiveSpan(getUnbondedSpan()); if (isValid) {
// deactivate the span
span.deactivate();
}
// remove the span from the reference map,
// sporadically triggering a prune operation.
removeActiveSpanFromMap();
} }
/** /**

View File

@ -904,6 +904,8 @@ public abstract class AbstractS3ACommitter extends PathOutputCommitter
jobCompleted(false); jobCompleted(false);
abortJobInternal(context, true); abortJobInternal(context, true);
throw e; throw e;
} finally {
resetCommonContext();
} }
} }
@ -946,6 +948,7 @@ public abstract class AbstractS3ACommitter extends PathOutputCommitter
} finally { } finally {
destroyThreadPool(); destroyThreadPool();
cleanupStagingDirs(); cleanupStagingDirs();
resetCommonContext();
} }
} }

View File

@ -169,6 +169,7 @@ public class MagicS3GuardCommitter extends AbstractS3ACommitter {
// delete the task attempt so there's no possibility of a second attempt // delete the task attempt so there's no possibility of a second attempt
deleteTaskAttemptPathQuietly(context); deleteTaskAttemptPathQuietly(context);
destroyThreadPool(); destroyThreadPool();
resetCommonContext();
} }
getCommitOperations().taskCompleted(true); getCommitOperations().taskCompleted(true);
LOG.debug("aggregate statistics\n{}", LOG.debug("aggregate statistics\n{}",
@ -252,6 +253,7 @@ public class MagicS3GuardCommitter extends AbstractS3ACommitter {
attemptPath.getFileSystem(context.getConfiguration()), attemptPath.getFileSystem(context.getConfiguration()),
attemptPath, true); attemptPath, true);
destroyThreadPool(); destroyThreadPool();
resetCommonContext();
} }
} }

View File

@ -600,6 +600,7 @@ public class StagingCommitter extends AbstractS3ACommitter {
throw e; throw e;
} finally { } finally {
destroyThreadPool(); destroyThreadPool();
resetCommonContext();
} }
getCommitOperations().taskCompleted(true); getCommitOperations().taskCompleted(true);
} }
@ -739,6 +740,7 @@ public class StagingCommitter extends AbstractS3ACommitter {
throw e; throw e;
} finally { } finally {
destroyThreadPool(); destroyThreadPool();
resetCommonContext();
} }
} }

View File

@ -24,15 +24,17 @@ this document covers its use.
## Important: Auditing is disabled by default ## Important: Auditing is disabled by default
Due to a memory leak from the use of `ThreadLocal` fields, this auditing feature leaks memory as S3A filesystem Due to a memory leak from the use of `ThreadLocal` fields, this auditing feature
instances are created and deleted. leaked memory as S3A filesystem instances were created and deleted.
This causes problems in long-lived processes which either do not re-use filesystem This caused problems in long-lived processes which either do not re-use filesystem
instances, or attempt to delete all instances belonging to specific users. instances, or attempt to delete all instances belonging to specific users.
See [HADOOP-18091](https://issues.apache.org/jira/browse/HADOOP-18091) _S3A auditing leaks memory through ThreadLocal references_. See [HADOOP-18091](https://issues.apache.org/jira/browse/HADOOP-18091) _S3A auditing leaks memory through ThreadLocal references_.
To avoid these memory leaks, auditing is disabled by default. To avoid these memory leaks, auditing was disabled by default in the hadoop 3.3.2 release.
To turn auditing on, set `fs.s3a.audit.enabled` to `true`. As these memory leaks have now been fixed, auditing has been re-enabled.
To disable it, set `fs.s3a.audit.enabled` to `false`.
## Auditing workflow ## Auditing workflow
@ -84,7 +86,7 @@ Other auditor classes may be used instead.
| Option | Meaning | Default Value | | Option | Meaning | Default Value |
|--------|---------|---------------| |--------|---------|---------------|
| `fs.s3a.audit.enabled` | Is auditing enabled | `false` | | `fs.s3a.audit.enabled` | Is auditing enabled? | `true` |
| `fs.s3a.audit.service.classname` | Auditor classname | `org.apache.hadoop.fs.s3a.audit.impl.LoggingAuditor` | | `fs.s3a.audit.service.classname` | Auditor classname | `org.apache.hadoop.fs.s3a.audit.impl.LoggingAuditor` |
| `fs.s3a.audit.request.handlers` | List of extra subclasses of AWS SDK RequestHandler2 to include in handler chain | `""` | | `fs.s3a.audit.request.handlers` | List of extra subclasses of AWS SDK RequestHandler2 to include in handler chain | `""` |
| `fs.s3a.audit.referrer.enabled` | Logging auditor to publish the audit information in the HTTP Referrer header | `true` | | `fs.s3a.audit.referrer.enabled` | Logging auditor to publish the audit information in the HTTP Referrer header | `true` |
@ -138,7 +140,6 @@ The Logging Auditor is enabled by providing its classname in the option
</property> </property>
``` ```
To print auditing events in the local client logs, set the associated Log4J log To print auditing events in the local client logs, set the associated Log4J log
to log at debug: to log at debug:

View File

@ -119,16 +119,78 @@ The auditor then creates and returns a span for the specific operation.
The AuditManagerS3A will automatically activate the span returned by the auditor The AuditManagerS3A will automatically activate the span returned by the auditor
(i.e. assign it the thread local variable tracking the active span in each thread). (i.e. assign it the thread local variable tracking the active span in each thread).
### Memory Leakage through `ThreadLocal` use ### Memory Leakage through `ThreadLocal` misuse
This architecture contains a critical defect, The original implementation of the integration with the S3AFileSystem class
contained a critical defect,
[HADOOP-18091](https://issues.apache.org/jira/browse/HADOOP-18091) _S3A auditing leaks memory through ThreadLocal references_. [HADOOP-18091](https://issues.apache.org/jira/browse/HADOOP-18091) _S3A auditing leaks memory through ThreadLocal references_.
The code was written assuming that when the `ActiveAuditManagerS3A` service is The original code was written with the assumption that when the `ActiveAuditManagerS3A` service was
stopped, it's `ThreadLocal` fields would be freed. garbage collected, references in its `ThreadLocal` field would be freed.
In fact, they are retained until the threads with references are terminated. In fact, they are retained until all threads with references are terminated.
If any long-lived thread had performed an s3 operation which created a span,
a reference back to the audit manager instance was created
*whose lifetime was that of the thread*
In short-lived processes, and long-lived processes where a limited set of
`S3AFileSystem` instances were reused, this had no adverse effect.
Indeed, if the filesystem instances were retained in the cache until
the process was shut down, there would be strong references to the owning
`S3AFileSystem` instance anyway.
Where it did have problems was when the following conditions were met
1. Process was long-lived.
2. Long-lived threads in the process invoked filesystem operations on `s3a://` URLs.
3. Either `S3AFileSystem` instances were created repeatedly, rather than retrieved
from the cache of active instances.
4. Or, after a query for a specific user was completed,
`FileSystem.closeAllForUGI(UserGroupInformation)` was invoked to remove all
cached FS instances of that user.
Conditions 1, 2 and 4 are exactly those which long-lived Hive services can
encounter.
_Auditing was disabled by default until a fix was implemented._
The memory leak has been fixed using a new class `org.apache.hadoop.util.WeakReferenceMap`
to store a map of thread IDs to active spans. When the S3A filesystem is closed,
its audit manager service is stopped and all references to spans removed from the
map of thread ID to span.
Weak References are used for the map so that span references do not consume memory even if
threads are terminated without resetting the span reference of that thread.
There is therefore a theoretical risk that if a garbage collection takes place during
execution of a spanned operation, the reference will be lost.
This is not considered an issue as all bounded entry points into the S3A filesystem
retain a strong reference to their audit span.
All entry points which return an object which can invoke s3 operations (input and output
streams, list iterators, etc.) also retain a strong reference to their span, a reference
they activate before performing S3 operations.
A factory method is provided to demand-generate a new span if, somehow, these conditions
are not met. The "unbounded span" is used here.
Except in deployments where `fs.s3a.audit.reject.out.of.span.operations` is true,
invoking S3 operations within the unbounded span are permitted.
That option is set to `true` within S3A test suites.
Therefore it is unlikely that any operations are invoked in unbounded spans except
for the special case of copy operations invoked by the transfer manager threads.
Those are already ignored in the logging auditor, whose unbounded span ignores
requests which `AWSRequestAnalyzer.isRequestNotAlwaysInSpan()` indicates
may happen outside of a span.
This is restricted to bucket location probes possibly performed by the SDK
on instantiation, and copy part/complete calls.
```java
public static boolean
isRequestNotAlwaysInSpan(final Object request) {
return request instanceof CopyPartRequest
|| request instanceof CompleteMultipartUploadRequest
|| request instanceof GetBucketLocationRequest;
}
```
This is why auditing is now disabled by default until a fix is implemented.
### Class `org.apache.hadoop.fs.audit.CommonAuditContext` ### Class `org.apache.hadoop.fs.audit.CommonAuditContext`
@ -149,6 +211,39 @@ Spans may be used on different thread from that which they were created.
Spans MUST always use the values from the `currentAuditContext()` in the creation Spans MUST always use the values from the `currentAuditContext()` in the creation
thread. thread.
#### Memory Usage of `CommonAuditContext`
The `CommonAuditContext` map has a `ThreadLocal` field to store global
information which is intended to span multiple operations across multiple
filesystems, for example the MapReduce or Spark job ID, which is set
in the S3A committers.
Applications and Hadoop code MUST NOT attach context entries
which directly or indirectly consumes lots of memory, as the life
of that memory use will become that of the thread.
Applications and Hadoop code SHOULD remove context entries when
no-longer needed.
If memory leakage is suspected here, set the log
`org.apache.hadoop.fs.audit.CommonAuditContext` to `TRACE`
to log the origin of operations which add log entries.
This will produce a log entry whose stack trace will show the caller chain.
```
2022-01-26 16:10:28,384 TRACE audit.CommonAuditContext (CommonAuditContext.java:put(149)) - Adding context entry t1
java.lang.Exception: t1
at org.apache.hadoop.fs.audit.CommonAuditContext.put(CommonAuditContext.java:149)
at org.apache.hadoop.fs.audit.CommonAuditContext.init(CommonAuditContext.java:192)
at org.apache.hadoop.fs.audit.CommonAuditContext.createInstance(CommonAuditContext.java:210)
at org.apache.hadoop.fs.audit.CommonAuditContext.lambda$static$0(CommonAuditContext.java:119)
at java.lang.ThreadLocal$SuppliedThreadLocal.initialValue(ThreadLocal.java:284)
at java.lang.ThreadLocal.setInitialValue(ThreadLocal.java:180)
at java.lang.ThreadLocal.get(ThreadLocal.java:170)
at org.apache.hadoop.fs.audit.CommonAuditContext.currentAuditContext(CommonAuditContext.java:219)
at org.apache.hadoop.fs.audit.TestCommonAuditContext.<init>(TestCommonAuditContext.java:54)
```
### class `NoopAuditor` ### class `NoopAuditor`

View File

@ -0,0 +1,130 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.hadoop.fs.s3a.audit;
import java.util.concurrent.atomic.AtomicLong;
import javax.annotation.Nullable;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.fs.s3a.audit.impl.AbstractAuditSpanImpl;
import org.apache.hadoop.fs.s3a.audit.impl.AbstractOperationAuditor;
/**
* An audit service which consumes lots of memory.
*/
public class MemoryHungryAuditor extends AbstractOperationAuditor {
public static final String NAME = "org.apache.hadoop.fs.s3a.audit.MemoryHungryAuditor";
private static final Logger LOG =
LoggerFactory.getLogger(MemoryHungryAuditor.class);
/**
* How big is each manager?
*/
public static final int MANAGER_SIZE = 10 * 1024 * 1024;
/**
* How big is each span?
*/
public static final int SPAN_SIZE = 512 * 1024;
private static final AtomicLong INSTANCE_COUNT = new AtomicLong();
private final AtomicLong spanCount = new AtomicLong();
private final byte[] data = new byte[MANAGER_SIZE];
/**
* unbonded span created on demand.
*/
private AuditSpanS3A unbondedSpan;
/**
* Constructor.
*/
public MemoryHungryAuditor() {
super("MemoryHungryAuditor");
INSTANCE_COUNT.incrementAndGet();
}
public long getSpanCount() {
return spanCount.get();
}
@Override
public AuditSpanS3A createSpan(
final String operation,
@Nullable final String path1,
@Nullable final String path2) {
spanCount.incrementAndGet();
return new MemorySpan(createSpanID(), operation);
}
@Override
public AuditSpanS3A getUnbondedSpan() {
if (unbondedSpan == null) {
unbondedSpan = new MemorySpan(createSpanID(), "unbonded");
}
return unbondedSpan;
}
@Override
public String toString() {
return String.format("%s instance %d span count %d",
super.toString(),
getInstanceCount(),
getSpanCount());
}
@Override
public void noteSpanReferenceLost(final long threadId) {
LOG.info("Span lost for thread {}", threadId);
}
public static long getInstanceCount() {
return INSTANCE_COUNT.get();
}
/**
* A span which consumes a lot of memory.
*/
private static final class MemorySpan extends AbstractAuditSpanImpl {
private final byte[] data = new byte[SPAN_SIZE];
private MemorySpan(final String spanId, final String operationName) {
super(spanId, operationName);
}
@Override
public AuditSpanS3A activate() {
return this;
}
@Override
public void deactivate() {
}
}
}

View File

@ -0,0 +1,406 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.hadoop.fs.s3a.audit.impl;
import java.io.IOException;
import java.lang.ref.WeakReference;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.List;
import java.util.Set;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;
import java.util.concurrent.Future;
import java.util.concurrent.TimeUnit;
import java.util.function.Consumer;
import org.assertj.core.api.Assertions;
import org.junit.After;
import org.junit.Test;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.impl.WeakReferenceThreadMap;
import org.apache.hadoop.fs.s3a.audit.AuditSpanS3A;
import org.apache.hadoop.fs.s3a.audit.MemoryHungryAuditor;
import org.apache.hadoop.test.AbstractHadoopTestBase;
import static org.apache.hadoop.fs.s3a.audit.S3AAuditConstants.AUDIT_SERVICE_CLASSNAME;
import static org.apache.hadoop.fs.s3a.audit.impl.ActiveAuditManagerS3A.PRUNE_THRESHOLD;
import static org.apache.hadoop.fs.statistics.impl.IOStatisticsBinding.emptyStatisticsStore;
/**
* This test attempts to recreate the OOM problems of
* HADOOP-18091. S3A auditing leaks memory through ThreadLocal references
* it does this by creating a thread pool, then
* creates and destroys FS instances, with threads in
* the pool (but not the main JUnit test thread) creating
* audit spans.
*
* With a custom audit span with a large memory footprint,
* memory demands will be high, and if the closed instances
* don't get cleaned up, memory runs out.
* GCs are forced.
* It is critical no spans are created in the junit thread because they will
* last for the duration of the test JVM.
*/
@SuppressWarnings("ResultOfMethodCallIgnored")
public class TestActiveAuditManagerThreadLeakage extends AbstractHadoopTestBase {
/**
* Logging.
*/
private static final Logger LOG =
LoggerFactory.getLogger(TestActiveAuditManagerThreadLeakage.class);
/** how many managers to sequentially create. */
private static final int MANAGER_COUNT = 500;
/** size of long lived thread pool. */
private static final int THREAD_COUNT = 20;
private ExecutorService workers;
/**
* count of prunings which have taken place in the manager lifecycle
* operations.
*/
private int pruneCount;
/**
* As audit managers are created they are added to the list,
* so we can verify they get GC'd.
*/
private final List<WeakReference<ActiveAuditManagerS3A>> auditManagers =
new ArrayList<>();
@After
public void teardown() {
if (workers != null) {
workers.shutdown();
}
}
/**
* When the service is stopped, the span map is
* cleared immediately.
*/
@Test
public void testSpanMapClearedInServiceStop() throws IOException {
try (ActiveAuditManagerS3A auditManager =
new ActiveAuditManagerS3A(emptyStatisticsStore())) {
auditManager.init(createMemoryHungryConfiguration());
auditManager.start();
auditManager.getActiveAuditSpan();
// get the span map
final WeakReferenceThreadMap<?> spanMap
= auditManager.getActiveSpanMap();
Assertions.assertThat(spanMap.size())
.describedAs("map size")
.isEqualTo(1);
auditManager.stop();
Assertions.assertThat(spanMap.size())
.describedAs("map size")
.isEqualTo(0);
}
}
@Test
public void testMemoryLeak() throws Throwable {
workers = Executors.newFixedThreadPool(THREAD_COUNT);
for (int i = 0; i < MANAGER_COUNT; i++) {
final long oneAuditConsumption = createAndTestOneAuditor();
LOG.info("manager {} memory retained {}", i, oneAuditConsumption);
}
// pruning must have taken place.
// that's somewhat implicit in the test not going OOM.
// but if memory allocation in test runs increase, it
// may cease to hold. in which case: create more
// audit managers
LOG.info("Total prune count {}", pruneCount);
Assertions.assertThat(pruneCount)
.describedAs("Total prune count")
.isNotZero();
// now count number of audit managers GC'd
// some must have been GC'd, showing that no other
// references are being retained internally.
Assertions.assertThat(auditManagers.stream()
.filter((r) -> r.get() == null)
.count())
.describedAs("number of audit managers garbage collected")
.isNotZero();
}
/**
* Create, use and then shutdown one auditor in a unique thread.
* @return memory consumed/released
*/
private long createAndTestOneAuditor() throws Exception {
long original = Runtime.getRuntime().freeMemory();
ExecutorService factory = Executors.newSingleThreadExecutor();
try {
pruneCount += factory.submit(this::createAuditorAndWorkers).get();
} finally {
factory.shutdown();
factory.awaitTermination(60, TimeUnit.SECONDS);
}
final long current = Runtime.getRuntime().freeMemory();
return current - original;
}
/**
* This is the core of the leakage test.
* Create an audit manager and spans across multiple threads.
* The spans are created in the long-lived pool, so if there is
* any bonding of the life of managers/spans to that of threads,
* it will surface as OOM events.
* @return count of weak references whose reference values were
* nullified.
*/
private int createAuditorAndWorkers()
throws IOException, InterruptedException, ExecutionException {
try (ActiveAuditManagerS3A auditManager =
new ActiveAuditManagerS3A(emptyStatisticsStore())) {
auditManager.init(createMemoryHungryConfiguration());
auditManager.start();
LOG.info("Using {}", auditManager);
auditManagers.add(new WeakReference<>(auditManager));
// no guarantee every thread gets used, so track
// in a set. This will give us the thread ID of every
// entry in the map.
Set<Long> threadIds = new HashSet<>();
List<Future<Result>> futures = new ArrayList<>(THREAD_COUNT);
// perform the spanning operation in a long lived thread.
for (int i = 0; i < THREAD_COUNT; i++) {
futures.add(workers.submit(() -> spanningOperation(auditManager)));
}
// get the results and so determine the thread IDs
for (Future<Result> future : futures) {
final Result r = future.get();
threadIds.add(r.getThreadId());
}
final int threadsUsed = threadIds.size();
final Long[] threadIdArray = threadIds.toArray(new Long[0]);
// gc
System.gc();
// get the span map
final WeakReferenceThreadMap<?> spanMap
= auditManager.getActiveSpanMap();
// count number of spans removed
final long derefenced = threadIds.stream()
.filter((id) -> !spanMap.containsKey(id))
.count();
if (derefenced > 0) {
LOG.info("{} executed across {} threads and dereferenced {} entries",
auditManager, threadsUsed, derefenced);
}
// resolve not quite all of the threads.
// why not all? leaves at least one for pruning
// but it does complicate some of the assertions...
int spansRecreated = 0;
int subset = threadIdArray.length - 1;
LOG.info("Resolving {} thread references", subset);
for (int i = 0; i < subset; i++) {
final long id = threadIdArray[i];
// note whether or not the span is present
final boolean present = spanMap.containsKey(id);
// get the the span for that ID. which must never be
// null
Assertions.assertThat(spanMap.get(id))
.describedAs("Span map entry for thread %d", id)
.isNotNull();
// if it wasn't present, the unbounded span must therefore have been
// bounded to this map entry.
if (!present) {
spansRecreated++;
}
}
LOG.info("Recreated {} spans", subset);
// if the number of spans lost is more than the number
// of entries not probed, then at least one span was
// recreated
if (derefenced > threadIdArray.length - subset) {
Assertions.assertThat(spansRecreated)
.describedAs("number of recreated spans")
.isGreaterThan(0);
}
// now prune.
int pruned = auditManager.prune();
if (pruned > 0) {
LOG.info("{} executed across {} threads and pruned {} entries",
auditManager, threadsUsed, pruned);
}
Assertions.assertThat(pruned)
.describedAs("Count of references pruned")
.isEqualTo(derefenced - spansRecreated);
return pruned + (int) derefenced;
}
}
private Configuration createMemoryHungryConfiguration() {
final Configuration conf = new Configuration(false);
conf.set(AUDIT_SERVICE_CLASSNAME, MemoryHungryAuditor.NAME);
return conf;
}
/**
* The operation in each worker thread.
* @param auditManager audit manager
* @return result of the call
* @throws IOException troluble
*/
private Result spanningOperation(final ActiveAuditManagerS3A auditManager)
throws IOException {
auditManager.getActiveAuditSpan();
final AuditSpanS3A auditSpan =
auditManager.createSpan("span", null, null);
Assertions.assertThat(auditSpan)
.describedAs("audit span for current thread")
.isNotNull();
// this is needed to ensure that more of the thread pool is used up
Thread.yield();
return new Result(Thread.currentThread().getId());
}
/**
* Result of the spanning operation.
*/
private static final class Result {
/** thread operation took place in. */
private final long threadId;
private Result(final long threadId) {
this.threadId = threadId;
}
private long getThreadId() {
return threadId;
}
}
/**
* Verify that pruning takes place intermittently.
*/
@Test
public void testRegularPruning() throws Throwable {
try (ActiveAuditManagerS3A auditManager =
new ActiveAuditManagerS3A(emptyStatisticsStore())) {
auditManager.init(createMemoryHungryConfiguration());
auditManager.start();
// get the span map
final WeakReferenceThreadMap<?> spanMap
= auditManager.getActiveSpanMap();
// add a null entry at a thread ID other than this one
spanMap.put(Thread.currentThread().getId() + 1, null);
// remove this span enough times that pruning shall take
// place twice
// this verifies that pruning takes place and that the
// counter is reset
int pruningCount = 0;
for (int i = 0; i < PRUNE_THRESHOLD * 2 + 1; i++) {
boolean pruned = auditManager.removeActiveSpanFromMap();
if (pruned) {
pruningCount++;
}
}
// pruning must have taken place
Assertions.assertThat(pruningCount)
.describedAs("Intermittent pruning count")
.isEqualTo(2);
}
}
/**
* Verify span deactivation removes the entry from the map.
*/
@Test
public void testSpanDeactivationRemovesEntryFromMap() throws Throwable {
try (ActiveAuditManagerS3A auditManager =
new ActiveAuditManagerS3A(emptyStatisticsStore())) {
auditManager.init(createMemoryHungryConfiguration());
auditManager.start();
// get the span map
final WeakReferenceThreadMap<?> spanMap
= auditManager.getActiveSpanMap();
final AuditSpanS3A auditSpan =
auditManager.createSpan("span", null, null);
Assertions.assertThat(auditManager.getActiveAuditSpan())
.describedAs("active span")
.isSameAs(auditSpan);
// this assert gets used repeatedly, so define a lambda-exp
// which can be envoked with different arguments
Consumer<Boolean> assertMapHasKey = expected ->
Assertions.assertThat(spanMap.containsKey(spanMap.currentThreadId()))
.describedAs("map entry for current thread")
.isEqualTo(expected);
// sets the span to null
auditSpan.deactivate();
// there's no entry
assertMapHasKey.accept(false);
// asking for the current span will return the unbonded one
final AuditSpanS3A newSpan = auditManager.getActiveAuditSpan();
Assertions.assertThat(newSpan)
.describedAs("active span")
.isNotNull()
.matches(s -> !s.isValidSpan());
// which is in the map
// there's an entry
assertMapHasKey.accept(true);
// deactivating the old span does nothing
auditSpan.deactivate();
assertMapHasKey.accept(true);
// deactivating the current unbounded span does
// remove the entry
newSpan.deactivate();
assertMapHasKey.accept(false);
}
}
}

View File

@ -82,3 +82,6 @@ log4j.logger.org.apache.hadoop.fs.s3a.S3AStorageStatistics=INFO
#log4j.logger.org.apache.hadoop.fs.s3a.audit=DEBUG #log4j.logger.org.apache.hadoop.fs.s3a.audit=DEBUG
# log request creation, span lifecycle and other low-level details # log request creation, span lifecycle and other low-level details
#log4j.logger.org.apache.hadoop.fs.s3a.audit=TRACE #log4j.logger.org.apache.hadoop.fs.s3a.audit=TRACE
# uncomment this to trace where context entries are set
# log4j.logger.org.apache.hadoop.fs.audit.CommonAuditContext=TRACE