Add thread to periodically perform pending cache maintenance (opensea…

…rch-project#2308) Signed-off-by: owenhalpert <[email protected]>
shatejas · Jan 13, 2025 · b2a47d8 · b2a47d8
1 parent e2cd03e
commit b2a47d8
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Showing 9 changed files with 189 additions and 4 deletions.
diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -40,6 +40,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 ### Documentation
 ### Maintenance
 * Select index settings based on cluster version[2236](https://github.com/opensearch-project/k-NN/pull/2236)
+* Added periodic cache maintenance for QuantizationStateCache and NativeMemoryCache [#2308](https://github.com/opensearch-project/k-NN/pull/2308)
 * Added null checks for fieldInfo in ExactSearcher to avoid NPE while running exact search for segments with no vector field (#2278)[https://github.com/opensearch-project/k-NN/pull/2278]
 * Added Lucene BWC tests (#2313)[https://github.com/opensearch-project/k-NN/pull/2313]
 * Upgrade jsonpath from 2.8.0 to 2.9.0[2325](https://github.com/opensearch-project/k-NN/pull/2325)

diff --git a/src/main/java/org/opensearch/knn/index/memory/NativeMemoryCacheManager.java b/src/main/java/org/opensearch/knn/index/memory/NativeMemoryCacheManager.java
@@ -16,6 +16,8 @@
 import com.google.common.cache.CacheStats;
 import com.google.common.cache.RemovalCause;
 import com.google.common.cache.RemovalNotification;
+import lombok.Getter;
+import lombok.Setter;
 import org.apache.commons.lang.Validate;
 import org.apache.logging.log4j.LogManager;
 import org.apache.logging.log4j.Logger;
@@ -24,6 +26,8 @@
 import org.opensearch.knn.common.featureflags.KNNFeatureFlags;
 import org.opensearch.knn.index.KNNSettings;
 import org.opensearch.knn.plugin.stats.StatNames;
+import org.opensearch.threadpool.ThreadPool;
+import org.opensearch.threadpool.Scheduler.Cancellable;
 
 import java.io.Closeable;
 import java.util.Deque;
@@ -47,12 +51,16 @@ public class NativeMemoryCacheManager implements Closeable {
 
     private static final Logger logger = LogManager.getLogger(NativeMemoryCacheManager.class);
     private static NativeMemoryCacheManager INSTANCE;
+    @Setter
+    private static ThreadPool threadPool;
 
     private Cache<String, NativeMemoryAllocation> cache;
     private Deque<String> accessRecencyQueue;
     private final ExecutorService executor;
     private AtomicBoolean cacheCapacityReached;
     private long maxWeight;
+    @Getter
+    private Cancellable maintenanceTask;
 
     NativeMemoryCacheManager() {
         this.executor = Executors.newSingleThreadExecutor();
@@ -104,6 +112,12 @@ private void initialize(NativeMemoryCacheManagerDto nativeMemoryCacheDTO) {
         cacheCapacityReached = new AtomicBoolean(false);
         accessRecencyQueue = new ConcurrentLinkedDeque<>();
         cache = cacheBuilder.build();
+
+        if (threadPool != null) {
+            startMaintenance(cache);
+        } else {
+            logger.warn("ThreadPool is null during NativeMemoryCacheManager initialization. Maintenance will not start.");
+        }
     }
 
     /**
@@ -142,6 +156,9 @@ public synchronized void rebuildCache(NativeMemoryCacheManagerDto nativeMemoryCa
     @Override
     public void close() {
         executor.shutdown();
+        if (maintenanceTask != null) {
+            maintenanceTask.cancel();
+        }
     }
 
     /**
@@ -449,4 +466,29 @@ private Float getSizeAsPercentage(long size) {
         }
         return 100 * size / (float) cbLimit;
     }
+
+    /**
+     * Starts the scheduled maintenance for the cache. Without this thread calling cleanUp(), the Guava cache only
+     * performs maintenance operations (such as evicting expired entries) when the cache is accessed. This
+     * ensures that the cache is also cleaned up based on the configured expiry time.
+     * @see <a href="https://github.com/google/guava/wiki/cachesexplained#timed-eviction"> Guava Cache Guide</a>
+     * @param cacheInstance cache on which to call cleanUp()
+     */
+    private void startMaintenance(Cache<String, NativeMemoryAllocation> cacheInstance) {
+        if (maintenanceTask != null) {
+            maintenanceTask.cancel();
+        }
+
+        Runnable cleanUp = () -> {
+            try {
+                cacheInstance.cleanUp();
+            } catch (Exception e) {
+                logger.error("Error cleaning up cache", e);
+            }
+        };
+
+        TimeValue interval = KNNSettings.state().getSettingValue(KNNSettings.KNN_CACHE_ITEM_EXPIRY_TIME_MINUTES);
+
+        maintenanceTask = threadPool.scheduleWithFixedDelay(cleanUp, interval, ThreadPool.Names.MANAGEMENT);
+    }
 }
diff --git a/src/main/java/org/opensearch/knn/plugin/KNNPlugin.java b/src/main/java/org/opensearch/knn/plugin/KNNPlugin.java
@@ -13,6 +13,7 @@
 import org.opensearch.index.engine.EngineFactory;
 import org.opensearch.indices.SystemIndexDescriptor;
 import org.opensearch.knn.index.KNNCircuitBreaker;
+import org.opensearch.knn.index.memory.NativeMemoryCacheManager;
 import org.opensearch.knn.plugin.search.KNNConcurrentSearchRequestDecider;
 import org.opensearch.knn.index.util.KNNClusterUtil;
 import org.opensearch.knn.index.query.KNNQueryBuilder;
@@ -79,6 +80,7 @@
 import org.opensearch.knn.plugin.transport.UpdateModelMetadataTransportAction;
 import org.opensearch.knn.plugin.transport.UpdateModelGraveyardAction;
 import org.opensearch.knn.plugin.transport.UpdateModelGraveyardTransportAction;
+import org.opensearch.knn.quantization.models.quantizationState.QuantizationStateCache;
 import org.opensearch.knn.training.TrainingJobClusterStateListener;
 import org.opensearch.knn.training.TrainingJobRunner;
 import org.opensearch.knn.training.VectorReader;
@@ -201,6 +203,8 @@ public Collection<Object> createComponents(
         ModelCache.initialize(ModelDao.OpenSearchKNNModelDao.getInstance(), clusterService);
         TrainingJobRunner.initialize(threadPool, ModelDao.OpenSearchKNNModelDao.getInstance());
         TrainingJobClusterStateListener.initialize(threadPool, ModelDao.OpenSearchKNNModelDao.getInstance(), clusterService);
+        QuantizationStateCache.setThreadPool(threadPool);
+        NativeMemoryCacheManager.setThreadPool(threadPool);
         KNNCircuitBreaker.getInstance().initialize(threadPool, clusterService, client);
         KNNQueryBuilder.initialize(ModelDao.OpenSearchKNNModelDao.getInstance());
         KNNWeight.initialize(ModelDao.OpenSearchKNNModelDao.getInstance());

diff --git a/...java/org/opensearch/knn/quantization/models/quantizationState/QuantizationStateCache.java b/...java/org/opensearch/knn/quantization/models/quantizationState/QuantizationStateCache.java
@@ -11,11 +11,15 @@
 import com.google.common.cache.RemovalCause;
 import com.google.common.cache.RemovalNotification;
 import lombok.Getter;
+import lombok.Setter;
 import lombok.extern.log4j.Log4j2;
 import org.opensearch.common.unit.TimeValue;
 import org.opensearch.core.common.unit.ByteSizeValue;
 import org.opensearch.knn.index.KNNSettings;
+import org.opensearch.threadpool.Scheduler.Cancellable;
+import org.opensearch.threadpool.ThreadPool;
 
+import java.io.Closeable;
 import java.io.IOException;
 import java.time.Instant;
 import java.util.concurrent.TimeUnit;
@@ -27,14 +31,18 @@
  * A thread-safe singleton cache that contains quantization states.
  */
 @Log4j2
-public class QuantizationStateCache {
+public class QuantizationStateCache implements Closeable {
 
     private static volatile QuantizationStateCache instance;
+    @Setter
+    private static ThreadPool threadPool;
     private Cache<String, QuantizationState> cache;
     @Getter
     private long maxCacheSizeInKB;
     @Getter
     private Instant evictedDueToSizeAt;
+    @Getter
+    private Cancellable maintenanceTask;
 
     @VisibleForTesting
     QuantizationStateCache() {
@@ -71,6 +79,37 @@ private void buildCache() {
             )
             .removalListener(this::onRemoval)
             .build();
+
+        if (threadPool != null) {
+            startMaintenance(cache);
+        } else {
+            log.warn("ThreadPool is null during QuantizationStateCache initialization. Maintenance will not start.");
+        }
+    }
+
+    /**
+     * Starts the scheduled maintenance for the cache. Without this thread calling cleanUp(), the Guava cache only
+     * performs maintenance operations (such as evicting expired entries) when the cache is accessed. This
+     * ensures that the cache is also cleaned up based on the configured expiry time.
+     * @see <a href="https://github.com/google/guava/wiki/cachesexplained#timed-eviction"> Guava Cache Guide</a>
+     * @param cacheInstance cache on which to call cleanUp()
+     */
+    private void startMaintenance(Cache<String, QuantizationState> cacheInstance) {
+        if (maintenanceTask != null) {
+            maintenanceTask.cancel();
+        }
+
+        Runnable cleanUp = () -> {
+            try {
+                cacheInstance.cleanUp();
+            } catch (Exception e) {
+                log.error("Error cleaning up cache", e);
+            }
+        };
+
+        TimeValue interval = KNNSettings.state().getSettingValue(QUANTIZATION_STATE_CACHE_EXPIRY_TIME_MINUTES);
+
+        maintenanceTask = threadPool.scheduleWithFixedDelay(cleanUp, interval, ThreadPool.Names.MANAGEMENT);
     }
 
     synchronized void rebuildCache() {
@@ -129,4 +168,12 @@ private void updateEvictedDueToSizeAt() {
     public void clear() {
         cache.invalidateAll();
     }
+
+    @Override
+    public void close() throws IOException {
+        if (maintenanceTask != null) {
+            maintenanceTask.cancel();
+        }
+    }
+
 }
diff --git a/...g/opensearch/knn/quantization/models/quantizationState/QuantizationStateCacheManager.java b/...g/opensearch/knn/quantization/models/quantizationState/QuantizationStateCacheManager.java
@@ -9,10 +9,11 @@
 import lombok.NoArgsConstructor;
 import org.opensearch.knn.index.codec.KNN990Codec.KNN990QuantizationStateReader;
 
+import java.io.Closeable;
 import java.io.IOException;
 
 @NoArgsConstructor(access = AccessLevel.PRIVATE)
-public final class QuantizationStateCacheManager {
+public final class QuantizationStateCacheManager implements Closeable {
 
     private static volatile QuantizationStateCacheManager instance;
 
@@ -79,4 +80,9 @@ public void setMaxCacheSizeInKB(long maxCacheSizeInKB) {
     public void clear() {
         QuantizationStateCache.getInstance().clear();
     }
+
+    @Override
+    public void close() throws IOException {
+        QuantizationStateCache.getInstance().close();
+    }
 }
diff --git a/src/test/java/org/opensearch/knn/KNNSingleNodeTestCase.java b/src/test/java/org/opensearch/knn/KNNSingleNodeTestCase.java
@@ -35,6 +35,7 @@
 import org.opensearch.core.xcontent.XContentBuilder;
 import org.opensearch.common.xcontent.XContentFactory;
 import org.opensearch.index.IndexService;
+import org.opensearch.knn.quantization.models.quantizationState.QuantizationStateCacheManager;
 import org.opensearch.plugins.Plugin;
 import org.opensearch.core.rest.RestStatus;
 import org.opensearch.test.OpenSearchSingleNodeTestCase;
@@ -86,6 +87,7 @@ protected boolean resetNodeAfterTest() {
     public void tearDown() throws Exception {
         NativeMemoryCacheManager.getInstance().invalidateAll();
         NativeMemoryCacheManager.getInstance().close();
+        QuantizationStateCacheManager.getInstance().close();
         NativeMemoryLoadStrategy.IndexLoadStrategy.getInstance().close();
         NativeMemoryLoadStrategy.TrainingLoadStrategy.getInstance().close();
         NativeMemoryLoadStrategy.AnonymousLoadStrategy.getInstance().close();

diff --git a/src/test/java/org/opensearch/knn/KNNTestCase.java b/src/test/java/org/opensearch/knn/KNNTestCase.java
@@ -24,8 +24,10 @@
 import org.opensearch.core.common.bytes.BytesReference;
 import org.opensearch.core.xcontent.XContentBuilder;
 import org.opensearch.common.xcontent.XContentHelper;
+import org.opensearch.knn.quantization.models.quantizationState.QuantizationStateCacheManager;
 import org.opensearch.test.OpenSearchTestCase;
 
+import java.io.IOException;
 import java.util.Collections;
 import java.util.HashSet;
 import java.util.Map;
@@ -73,7 +75,7 @@ protected boolean enableWarningsCheck() {
         return false;
     }
 
-    public void resetState() {
+    public void resetState() throws IOException {
         // Reset all of the counters
         for (KNNCounter knnCounter : KNNCounter.values()) {
             knnCounter.set(0L);
@@ -83,6 +85,7 @@ public void resetState() {
         // Clean up the cache
         NativeMemoryCacheManager.getInstance().invalidateAll();
         NativeMemoryCacheManager.getInstance().close();
+        QuantizationStateCacheManager.getInstance().close();
     }
 
     private void initKNNSettings() {

diff --git a/src/test/java/org/opensearch/knn/index/memory/NativeMemoryCacheManagerTests.java b/src/test/java/org/opensearch/knn/index/memory/NativeMemoryCacheManagerTests.java
@@ -12,6 +12,8 @@
 package org.opensearch.knn.index.memory;
 
 import com.google.common.cache.CacheStats;
+import org.junit.After;
+import org.junit.Before;
 import org.opensearch.action.admin.cluster.settings.ClusterUpdateSettingsRequest;
 import org.opensearch.common.settings.Settings;
 import org.opensearch.knn.common.exception.OutOfNativeMemoryException;
@@ -20,6 +22,8 @@
 import org.opensearch.knn.plugin.KNNPlugin;
 import org.opensearch.plugins.Plugin;
 import org.opensearch.test.OpenSearchSingleNodeTestCase;
+import org.opensearch.threadpool.Scheduler.Cancellable;
+import org.opensearch.threadpool.ThreadPool;
 
 import java.io.IOException;
 import java.util.Collection;
@@ -34,13 +38,29 @@
 
 public class NativeMemoryCacheManagerTests extends OpenSearchSingleNodeTestCase {
 
+    private ThreadPool threadPool;
+
+    @Before
+    public void setUp() throws Exception {
+        super.setUp();
+        threadPool = new ThreadPool(Settings.builder().put("node.name", "NativeMemoryCacheManagerTests").build());
+        NativeMemoryCacheManager.setThreadPool(threadPool);
+    }
+
+    @After
+    public void shutdown() throws Exception {
+        super.tearDown();
+        terminate(threadPool);
+    }
+
     @Override
     public void tearDown() throws Exception {
         // Clear out persistent metadata
         ClusterUpdateSettingsRequest clusterUpdateSettingsRequest = new ClusterUpdateSettingsRequest();
         Settings circuitBreakerSettings = Settings.builder().putNull(KNNSettings.KNN_CIRCUIT_BREAKER_TRIGGERED).build();
         clusterUpdateSettingsRequest.persistentSettings(circuitBreakerSettings);
         client().admin().cluster().updateSettings(clusterUpdateSettingsRequest).get();
+        NativeMemoryCacheManager.getInstance().close();
         super.tearDown();
     }
 
@@ -51,6 +71,8 @@ protected Collection<Class<? extends Plugin>> getPlugins() {
 
     public void testRebuildCache() throws ExecutionException, InterruptedException {
         NativeMemoryCacheManager nativeMemoryCacheManager = new NativeMemoryCacheManager();
+        Cancellable task1 = nativeMemoryCacheManager.getMaintenanceTask();
+        assertNotNull(task1);
 
         // Put entry in cache and check that the weight matches
         int size = 10;
@@ -65,6 +87,9 @@ public void testRebuildCache() throws ExecutionException, InterruptedException {
         // Sleep for a second or two so that the executor can invalidate all entries
         Thread.sleep(2000);
 
+        assertTrue(task1.isCancelled());
+        assertNotNull(nativeMemoryCacheManager.getMaintenanceTask());
+
         assertEquals(0, nativeMemoryCacheManager.getCacheSizeInKilobytes());
         nativeMemoryCacheManager.close();
     }
@@ -378,6 +403,7 @@ public void testCacheCapacity() {
 
         nativeMemoryCacheManager.setCacheCapacityReached(false);
         assertFalse(nativeMemoryCacheManager.isCacheCapacityReached());
+        nativeMemoryCacheManager.close();
     }
 
     public void testGetIndicesCacheStats() throws IOException, ExecutionException {
@@ -464,6 +490,16 @@ public void testGetIndicesCacheStats() throws IOException, ExecutionException {
         nativeMemoryCacheManager.close();
     }
 
+    public void testMaintenanceScheduled() {
+        NativeMemoryCacheManager nativeMemoryCacheManager = new NativeMemoryCacheManager();
+        Cancellable maintenanceTask = nativeMemoryCacheManager.getMaintenanceTask();
+
+        assertNotNull(maintenanceTask);
+
+        nativeMemoryCacheManager.close();
+        assertTrue(maintenanceTask.isCancelled());
+    }
+
     private static class TestNativeMemoryAllocation implements NativeMemoryAllocation {
 
         int size;