Adding tests and cleaning up

Signed-off-by: John Mazanec <[email protected]>

src/main/java/org/opensearch/knn/index/engine/AbstractMethodResolver.java

@@ -38,7 +38,7 @@ protected CompressionLevel resolveCompressionLevelFromMethodContext(
         // If the context is null, the compression is not configured or the encoder is not defined, return not configured
         // because the method context does not contain this info
         if (isEncoderSpecified(resolvedKnnMethodContext) == false) {
-            return CompressionLevel.NOT_CONFIGURED;
+            return CompressionLevel.x1;
         }
         Encoder encoder = encoderMap.get(getEncoderName(resolvedKnnMethodContext));
         if (encoder == null) {

src/main/java/org/opensearch/knn/index/engine/EngineResolver.java

@@ -25,7 +25,7 @@ private EngineResolver() {}
      * @param requiresTraining whether config requires training
      * @return {@link KNNEngine}
      */
-    public static KNNEngine resolveEngine(
+    public KNNEngine resolveEngine(
         KNNMethodConfigContext knnMethodConfigContext,
         KNNMethodContext knnMethodContext,
         boolean requiresTraining
@@ -48,7 +48,7 @@ public static KNNEngine resolveEngine(
         }
 
         // For 1x, we need to default to faiss if mode is provided and use nmslib otherwise
-        if (compressionLevel == CompressionLevel.x1) {
+        if (CompressionLevel.isConfigured(compressionLevel) == false || compressionLevel == CompressionLevel.x1) {
             return mode == Mode.ON_DISK ? KNNEngine.FAISS : KNNEngine.DEFAULT;
         }
 

src/main/java/org/opensearch/knn/index/engine/KNNMethodContext.java

@@ -35,7 +35,7 @@
  * KNNMethodContext will contain the information necessary to produce a library index from an Opensearch mapping.
  * It will encompass all parameters necessary to build the index.
  */
-@AllArgsConstructor(access = AccessLevel.PRIVATE)
+@AllArgsConstructor(access = AccessLevel.PACKAGE)
 @Getter
 public class KNNMethodContext implements ToXContentFragment, Writeable {
 
@@ -46,6 +46,9 @@ public class KNNMethodContext implements ToXContentFragment, Writeable {
     private SpaceType spaceType;
     @NonNull
     private final MethodComponentContext methodComponentContext;
+    // Currently, the KNNEngine member variable cannot be null and defaults during parsing to nmslib. However, in order
+    // to support disk based engine resolution, this value potentially needs to be updated. Thus, this value is used
+    // to determine if the variable can be overridden or not based on whether the user explicitly set the value during parsing
     private boolean isEngineConfigured;
 
     /**

src/main/java/org/opensearch/knn/index/mapper/KNNVectorFieldMapper.java

@@ -177,6 +177,7 @@ public static class Builder extends ParametrizedFieldMapper.Builder {
         protected ModelDao modelDao;
         protected Version indexCreatedVersion;
         @Setter
+        @Getter
         private KNNMethodConfigContext knnMethodConfigContext;
         @Setter
         @Getter
@@ -496,7 +497,7 @@ private void resolveKNNMethodComponents(
             }
 
             // Based on config context, if the user does not set the engine, set it
-            KNNEngine resolvedKNNEngine = EngineResolver.resolveEngine(
+            KNNEngine resolvedKNNEngine = EngineResolver.INSTANCE.resolveEngine(
                 builder.knnMethodConfigContext,
                 builder.originalParameters.getResolvedKnnMethodContext(),
                 false

src/main/java/org/opensearch/knn/plugin/transport/TrainingModelRequest.java

@@ -134,7 +134,7 @@ public TrainingModelRequest(
             .mode(mode)
             .build();
 
-        KNNEngine knnEngine = EngineResolver.resolveEngine(knnMethodConfigContext, knnMethodContext, true);
+        KNNEngine knnEngine = EngineResolver.INSTANCE.resolveEngine(knnMethodConfigContext, knnMethodContext, true);
         ResolvedMethodContext resolvedMethodContext = knnEngine.resolveMethod(knnMethodContext, knnMethodConfigContext, true, spaceType);
         this.knnMethodContext = resolvedMethodContext.getKnnMethodContext();
         this.compressionLevel = resolvedMethodContext.getCompressionLevel();

src/test/java/org/opensearch/knn/index/engine/AbstractMethodResolverTests.java

@@ -0,0 +1,158 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+package org.opensearch.knn.index.engine;
+
+import org.opensearch.knn.KNNTestCase;
+import org.opensearch.knn.index.SpaceType;
+import org.opensearch.knn.index.VectorDataType;
+import org.opensearch.knn.index.mapper.CompressionLevel;
+import org.opensearch.knn.index.mapper.Mode;
+
+import java.util.Map;
+
+import static org.opensearch.knn.common.KNNConstants.METHOD_ENCODER_PARAMETER;
+import static org.opensearch.knn.common.KNNConstants.METHOD_HNSW;
+
+public class AbstractMethodResolverTests extends KNNTestCase {
+
+    private final static String ENCODER_NAME = "test";
+    private final static CompressionLevel DEFAULT_COMPRESSION = CompressionLevel.x8;
+
+    private final static AbstractMethodResolver TEST_RESOLVER = new AbstractMethodResolver() {
+        @Override
+        public ResolvedMethodContext resolveMethod(
+            KNNMethodContext knnMethodContext,
+            KNNMethodConfigContext knnMethodConfigContext,
+            boolean shouldRequireTraining,
+            SpaceType spaceType
+        ) {
+            return null;
+        }
+    };
+
+    private final static Encoder TEST_ENCODER = new Encoder() {
+
+        @Override
+        public MethodComponent getMethodComponent() {
+            return MethodComponent.Builder.builder(ENCODER_NAME).build();
+        }
+
+        @Override
+        public CompressionLevel calculateCompressionLevel(
+            MethodComponentContext encoderContext,
+            KNNMethodConfigContext knnMethodConfigContext
+        ) {
+            return DEFAULT_COMPRESSION;
+        }
+    };
+
+    private final static Map<String, Encoder> ENCODER_MAP = Map.of(ENCODER_NAME, TEST_ENCODER);
+
+    public void testResolveCompressionLevelFromMethodContext() {
+        assertEquals(
+            CompressionLevel.NOT_CONFIGURED,
+            TEST_RESOLVER.resolveCompressionLevelFromMethodContext(
+                new KNNMethodContext(KNNEngine.DEFAULT, SpaceType.DEFAULT, MethodComponentContext.EMPTY),
+                KNNMethodConfigContext.builder().build(),
+                ENCODER_MAP
+            )
+        );
+        assertEquals(
+            DEFAULT_COMPRESSION,
+            TEST_RESOLVER.resolveCompressionLevelFromMethodContext(
+                new KNNMethodContext(
+                    KNNEngine.DEFAULT,
+                    SpaceType.DEFAULT,
+                    new MethodComponentContext(
+                        METHOD_HNSW,
+                        Map.of(METHOD_ENCODER_PARAMETER, new MethodComponentContext(ENCODER_NAME, Map.of()))
+                    )
+                ),
+                KNNMethodConfigContext.builder().build(),
+                ENCODER_MAP
+            )
+        );
+    }
+
+    public void testIsEncoderSpecified() {
+        assertFalse(TEST_RESOLVER.isEncoderSpecified(null));
+        assertFalse(
+            TEST_RESOLVER.isEncoderSpecified(new KNNMethodContext(KNNEngine.DEFAULT, SpaceType.DEFAULT, MethodComponentContext.EMPTY))
+        );
+        assertFalse(
+            TEST_RESOLVER.isEncoderSpecified(
+                new KNNMethodContext(KNNEngine.DEFAULT, SpaceType.DEFAULT, new MethodComponentContext(METHOD_HNSW, Map.of()))
+            )
+        );
+        assertTrue(
+            TEST_RESOLVER.isEncoderSpecified(
+                new KNNMethodContext(
+                    KNNEngine.DEFAULT,
+                    SpaceType.DEFAULT,
+                    new MethodComponentContext(METHOD_HNSW, Map.of(METHOD_ENCODER_PARAMETER, "test"))
+                )
+            )
+        );
+    }
+
+    public void testShouldEncoderBeResolved() {
+        assertFalse(
+            TEST_RESOLVER.shouldEncoderBeResolved(
+                new KNNMethodContext(
+                    KNNEngine.DEFAULT,
+                    SpaceType.DEFAULT,
+                    new MethodComponentContext(METHOD_HNSW, Map.of(METHOD_ENCODER_PARAMETER, "test"))
+                ),
+                KNNMethodConfigContext.builder().build()
+            )
+        );
+        assertFalse(
+            TEST_RESOLVER.shouldEncoderBeResolved(null, KNNMethodConfigContext.builder().compressionLevel(CompressionLevel.x1).build())
+        );
+        assertFalse(
+            TEST_RESOLVER.shouldEncoderBeResolved(
+                null,
+                KNNMethodConfigContext.builder().compressionLevel(CompressionLevel.x1).mode(Mode.ON_DISK).build()
+            )
+        );
+        assertFalse(
+            TEST_RESOLVER.shouldEncoderBeResolved(
+                null,
+                KNNMethodConfigContext.builder().compressionLevel(CompressionLevel.NOT_CONFIGURED).mode(Mode.IN_MEMORY).build()
+            )
+        );
+        assertFalse(
+            TEST_RESOLVER.shouldEncoderBeResolved(
+                null,
+                KNNMethodConfigContext.builder()
+                    .compressionLevel(CompressionLevel.NOT_CONFIGURED)
+                    .mode(Mode.ON_DISK)
+                    .vectorDataType(VectorDataType.BINARY)
+                    .build()
+            )
+        );
+        assertTrue(
+            TEST_RESOLVER.shouldEncoderBeResolved(
+                null,
+                KNNMethodConfigContext.builder()
+                    .compressionLevel(CompressionLevel.NOT_CONFIGURED)
+                    .mode(Mode.ON_DISK)
+                    .vectorDataType(VectorDataType.FLOAT)
+                    .build()
+            )
+        );
+        assertTrue(
+            TEST_RESOLVER.shouldEncoderBeResolved(
+                null,
+                KNNMethodConfigContext.builder()
+                    .compressionLevel(CompressionLevel.x32)
+                    .mode(Mode.ON_DISK)
+                    .vectorDataType(VectorDataType.FLOAT)
+                    .build()
+            )
+        );
+    }
+}

src/test/java/org/opensearch/knn/index/engine/EngineResolverTests.java

@@ -0,0 +1,152 @@
+/*
+ * Copyright OpenSearch Contributors
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+package org.opensearch.knn.index.engine;
+
+import org.opensearch.knn.KNNTestCase;
+import org.opensearch.knn.index.SpaceType;
+import org.opensearch.knn.index.mapper.CompressionLevel;
+import org.opensearch.knn.index.mapper.Mode;
+
+public class EngineResolverTests extends KNNTestCase {
+
+    private static final EngineResolver ENGINE_RESOLVER = EngineResolver.INSTANCE;
+
+    public void testResolveEngine_whenEngineSpecifiedInMethod_thenThatEngine() {
+        assertEquals(
+            KNNEngine.LUCENE,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().build(),
+                new KNNMethodContext(KNNEngine.LUCENE, SpaceType.DEFAULT, MethodComponentContext.EMPTY),
+                false
+            )
+        );
+    }
+
+    public void testResolveEngine_whenRequiresTraining_thenFaiss() {
+        assertEquals(KNNEngine.FAISS, ENGINE_RESOLVER.resolveEngine(KNNMethodConfigContext.builder().build(), null, true));
+    }
+
+    public void testResolveEngine_whenModeAndCompressionAreFalse_thenDefault() {
+        assertEquals(KNNEngine.DEFAULT, ENGINE_RESOLVER.resolveEngine(KNNMethodConfigContext.builder().build(), null, false));
+        assertEquals(
+            KNNEngine.DEFAULT,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().build(),
+                new KNNMethodContext(KNNEngine.DEFAULT, SpaceType.UNDEFINED, MethodComponentContext.EMPTY, false),
+                false
+            )
+        );
+    }
+
+    public void testResolveEngine_whenModeSpecifiedAndCompressionIsNotSpecified_thenDefault() {
+        assertEquals(KNNEngine.DEFAULT, ENGINE_RESOLVER.resolveEngine(KNNMethodConfigContext.builder().build(), null, false));
+        assertEquals(
+            KNNEngine.DEFAULT,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.IN_MEMORY).build(),
+                new KNNMethodContext(KNNEngine.DEFAULT, SpaceType.UNDEFINED, MethodComponentContext.EMPTY, false),
+                false
+            )
+        );
+    }
+
+    public void testResolveEngine_whenCompressionIs1x_thenEngineBasedOnMode() {
+        assertEquals(
+            KNNEngine.FAISS,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.ON_DISK).compressionLevel(CompressionLevel.x1).build(),
+                null,
+                false
+            )
+        );
+        assertEquals(
+            KNNEngine.DEFAULT,
+            ENGINE_RESOLVER.resolveEngine(KNNMethodConfigContext.builder().compressionLevel(CompressionLevel.x1).build(), null, false)
+        );
+    }
+
+    public void testResolveEngine_whenCompressionIs4x_thenEngineIsLucene() {
+        assertEquals(
+            KNNEngine.LUCENE,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.ON_DISK).compressionLevel(CompressionLevel.x4).build(),
+                null,
+                false
+            )
+        );
+        assertEquals(
+            KNNEngine.LUCENE,
+            ENGINE_RESOLVER.resolveEngine(KNNMethodConfigContext.builder().compressionLevel(CompressionLevel.x4).build(), null, false)
+        );
+    }
+
+    public void testResolveEngine_whenConfiguredForBQ_thenEngineIsFaiss() {
+        assertEquals(
+            KNNEngine.FAISS,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.ON_DISK).compressionLevel(CompressionLevel.x2).build(),
+                null,
+                false
+            )
+        );
+        assertEquals(
+            KNNEngine.FAISS,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.IN_MEMORY).compressionLevel(CompressionLevel.x2).build(),
+                null,
+                false
+            )
+        );
+        assertEquals(
+            KNNEngine.FAISS,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.ON_DISK).compressionLevel(CompressionLevel.x8).build(),
+                null,
+                false
+            )
+        );
+        assertEquals(
+            KNNEngine.FAISS,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.IN_MEMORY).compressionLevel(CompressionLevel.x8).build(),
+                null,
+                false
+            )
+        );
+        assertEquals(
+            KNNEngine.FAISS,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.ON_DISK).compressionLevel(CompressionLevel.x16).build(),
+                null,
+                false
+            )
+        );
+        assertEquals(
+            KNNEngine.FAISS,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.IN_MEMORY).compressionLevel(CompressionLevel.x16).build(),
+                null,
+                false
+            )
+        );
+        assertEquals(
+            KNNEngine.FAISS,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.ON_DISK).compressionLevel(CompressionLevel.x32).build(),
+                null,
+                false
+            )
+        );
+        assertEquals(
+            KNNEngine.FAISS,
+            ENGINE_RESOLVER.resolveEngine(
+                KNNMethodConfigContext.builder().mode(Mode.IN_MEMORY).compressionLevel(CompressionLevel.x32).build(),
+                null,
+                false
+            )
+        );
+    }
+}