Concurrency optimization for graph native loading update

Signed-off-by: Ganesh Ramadurai <[email protected]>

CHANGELOG.md

@@ -21,6 +21,8 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 - Add binary index support for Lucene engine. (#2292)[https://github.com/opensearch-project/k-NN/pull/2292]
 - Add expand_nested_docs Parameter support to NMSLIB engine (#2331)[https://github.com/opensearch-project/k-NN/pull/2331]
 - Add cosine similarity support for faiss engine (#2376)[https://github.com/opensearch-project/k-NN/pull/2376]
+- Add concurrency optimizations with native memory graph loading and force eviction (#2265) [https://github.com/opensearch-project/k-NN/pull/2345]
+
 ### Enhancements
 - Introduced a writing layer in native engines where relies on the writing interface to process IO. (#2241)[https://github.com/opensearch-project/k-NN/pull/2241]
 - Allow method parameter override for training based indices (#2290) https://github.com/opensearch-project/k-NN/pull/2290]

src/main/java/org/opensearch/knn/index/memory/NativeMemoryCacheManager.java

@@ -35,12 +35,14 @@
 import java.util.Iterator;
 import java.util.Map;
 import java.util.Optional;
+import java.util.concurrent.ConcurrentHashMap;
 import java.util.concurrent.ConcurrentLinkedDeque;
 import java.util.concurrent.ExecutionException;
 import java.util.concurrent.ExecutorService;
 import java.util.concurrent.Executors;
 import java.util.concurrent.TimeUnit;
 import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.locks.ReentrantLock;
 
 /**
  * Manages native memory allocations made by JNI.
@@ -56,6 +58,7 @@ public class NativeMemoryCacheManager implements Closeable {
 
     private Cache<String, NativeMemoryAllocation> cache;
     private Deque<String> accessRecencyQueue;
+    private final ConcurrentHashMap<String, ReentrantLock> indexLocks = new ConcurrentHashMap<>();
     private final ExecutorService executor;
     private AtomicBoolean cacheCapacityReached;
     private long maxWeight;
@@ -345,7 +348,22 @@ public NativeMemoryAllocation get(NativeMemoryEntryContext<?> nativeMemoryEntryC
 
             // Cache Miss
             // Evict before put
+            // open the graph file before proceeding to load the graph into memory
+            ReentrantLock indexFileLock = indexLocks.computeIfAbsent(key, k -> new ReentrantLock());
+            indexFileLock.lock();
+            nativeMemoryEntryContext.openVectorIndex();
+            indexFileLock.unlock();
+            if (!indexFileLock.hasQueuedThreads()) {
+                indexLocks.remove(key, indexFileLock);
+            }
             synchronized (this) {
+                // recheck if another thread already loaded this entry into the cache
+                result = cache.getIfPresent(key);
+                if (result != null) {
+                    accessRecencyQueue.remove(key);
+                    accessRecencyQueue.addLast(key);
+                    return result;
+                }
                 if (getCacheSizeInKilobytes() + nativeMemoryEntryContext.calculateSizeInKB() >= maxWeight) {
                     Iterator<String> lruIterator = accessRecencyQueue.iterator();
                     while (lruIterator.hasNext()
@@ -367,7 +385,15 @@ public NativeMemoryAllocation get(NativeMemoryEntryContext<?> nativeMemoryEntryC
                 return result;
             }
         } else {
-            return cache.get(nativeMemoryEntryContext.getKey(), nativeMemoryEntryContext::load);
+            // open graphFile before load
+            try (nativeMemoryEntryContext) {
+                String key = nativeMemoryEntryContext.getKey();
+                ReentrantLock indexFileLock = indexLocks.computeIfAbsent(key, k -> new ReentrantLock());
+                indexFileLock.lock();
+                nativeMemoryEntryContext.openVectorIndex();
+                indexFileLock.unlock();
+                return cache.get(key, nativeMemoryEntryContext::load);
+            }
         }
     }
 

src/main/java/org/opensearch/knn/index/memory/NativeMemoryEntryContext.java

@@ -12,12 +12,16 @@
 package org.opensearch.knn.index.memory;
 
 import lombok.Getter;
+import lombok.extern.log4j.Log4j2;
 import org.apache.lucene.store.Directory;
+import org.apache.lucene.store.IOContext;
+import org.apache.lucene.store.IndexInput;
 import org.opensearch.cluster.service.ClusterService;
 import org.opensearch.common.Nullable;
 import org.opensearch.knn.index.codec.util.NativeMemoryCacheKeyHelper;
 import org.opensearch.knn.index.engine.qframe.QuantizationConfig;
 import org.opensearch.knn.index.VectorDataType;
+import org.opensearch.knn.index.store.IndexInputWithBuffer;
 
 import java.io.IOException;
 import java.util.Map;
@@ -26,7 +30,7 @@
 /**
  * Encapsulates all information needed to load a component into native memory.
  */
-public abstract class NativeMemoryEntryContext<T extends NativeMemoryAllocation> {
+public abstract class NativeMemoryEntryContext<T extends NativeMemoryAllocation> implements AutoCloseable {
 
     protected final String key;
 
@@ -55,13 +59,27 @@ public String getKey() {
      */
     public abstract Integer calculateSizeInKB();
 
+    /**
+     * Opens the graph file by opening the corresponding indexInput so
+     * that it is available for graph loading
+     */
+
+    public void openVectorIndex() {}
+
+    /**
+     * Provides the capability to close the closable objects in the {@link NativeMemoryEntryContext}
+     */
+    @Override
+    public void close() {}
+
     /**
      * Loads entry into memory.
      *
      * @return NativeMemoryAllocation associated with NativeMemoryEntryContext
      */
     public abstract T load() throws IOException;
 
+    @Log4j2
     public static class IndexEntryContext extends NativeMemoryEntryContext<NativeMemoryAllocation.IndexAllocation> {
 
         @Getter
@@ -75,6 +93,17 @@ public static class IndexEntryContext extends NativeMemoryEntryContext<NativeMem
         @Getter
         private final String modelId;
 
+        @Getter
+        private boolean indexGraphFileOpened = false;
+        @Getter
+        private int indexSizeKb;
+
+        @Getter
+        private IndexInput readStream;
+
+        @Getter
+        IndexInputWithBuffer indexInputWithBuffer;
+
         /**
          * Constructor
          *
@@ -131,10 +160,61 @@ public Integer calculateSizeInKB() {
             }
         }
 
+        @Override
+        public void openVectorIndex() {
+            // if graph file is already opened for index, do nothing
+            if (isIndexGraphFileOpened()) {
+                return;
+            }
+            // Extract vector file name from the given cache key.
+            // Ex: _0_165_my_field.faiss@1vaqiupVUwvkXAG4Qc/RPg==
+            final String cacheKey = this.getKey();
+            final String vectorFileName = NativeMemoryCacheKeyHelper.extractVectorIndexFileName(cacheKey);
+            if (vectorFileName == null) {
+                throw new IllegalStateException(
+                    "Invalid cache key was given. The key [" + cacheKey + "] does not contain the corresponding vector file name."
+                );
+            }
+
+            // Prepare for opening index input from directory.
+            final Directory directory = this.getDirectory();
+
+            // Try to open an index input then pass it down to native engine for loading an index.
+            try {
+                indexSizeKb = Math.toIntExact(directory.fileLength(vectorFileName) / 1024);
+                readStream = directory.openInput(vectorFileName, IOContext.READONCE);
+                readStream.seek(0);
+                indexInputWithBuffer = new IndexInputWithBuffer(readStream);
+                indexGraphFileOpened = true;
+                log.debug("[KNN] NativeMemoryCacheManager openVectorIndex successful");
+            } catch (IOException e) {
+                throw new RuntimeException("Failed to openVectorIndex the index " + openSearchIndexName);
+            }
+        }
+
         @Override
         public NativeMemoryAllocation.IndexAllocation load() throws IOException {
+            if (!isIndexGraphFileOpened()) {
+                throw new IllegalStateException("Index graph file is not open");
+            }
             return indexLoadStrategy.load(this);
         }
+
+        // close the indexInput
+        @Override
+        public void close() {
+            if (readStream != null) {
+                try {
+                    readStream.close();
+                    indexGraphFileOpened = false;
+                } catch (IOException e) {
+                    throw new RuntimeException(
+                        "Exception while closing the indexInput index [" + openSearchIndexName + "] for loading the graph file.",
+                        e
+                    );
+                }
+            }
+        }
     }
 
     public static class TrainingDataEntryContext extends NativeMemoryEntryContext<NativeMemoryAllocation.TrainingDataAllocation> {

src/main/java/org/opensearch/knn/index/memory/NativeMemoryLoadStrategy.java

@@ -13,12 +13,9 @@
 
 import lombok.extern.log4j.Log4j2;
 import org.apache.lucene.store.Directory;
-import org.apache.lucene.store.IOContext;
-import org.apache.lucene.store.IndexInput;
 import org.opensearch.core.action.ActionListener;
 import org.opensearch.knn.index.codec.util.NativeMemoryCacheKeyHelper;
 import org.opensearch.knn.index.engine.qframe.QuantizationConfig;
-import org.opensearch.knn.index.store.IndexInputWithBuffer;
 import org.opensearch.knn.index.util.IndexUtil;
 import org.opensearch.knn.jni.JNIService;
 import org.opensearch.knn.index.engine.KNNEngine;
@@ -88,10 +85,16 @@ public NativeMemoryAllocation.IndexAllocation load(NativeMemoryEntryContext.Inde
             final int indexSizeKb = Math.toIntExact(directory.fileLength(vectorFileName) / 1024);
 
             // Try to open an index input then pass it down to native engine for loading an index.
-            try (IndexInput readStream = directory.openInput(vectorFileName, IOContext.READONCE)) {
-                final IndexInputWithBuffer indexInputWithBuffer = new IndexInputWithBuffer(readStream);
-                final long indexAddress = JNIService.loadIndex(indexInputWithBuffer, indexEntryContext.getParameters(), knnEngine);
-
+            // openVectorIndex takes care of opening the indexInput file
+            if (!indexEntryContext.isIndexGraphFileOpened()) {
+                throw new IllegalStateException("Index [" + indexEntryContext.getOpenSearchIndexName() + "] is not preloaded");
+            }
+            try (indexEntryContext) {
+                final long indexAddress = JNIService.loadIndex(
+                    indexEntryContext.indexInputWithBuffer,
+                    indexEntryContext.getParameters(),
+                    knnEngine
+                );
                 return createIndexAllocation(indexEntryContext, knnEngine, indexAddress, indexSizeKb, vectorFileName);
             }
         }